diff --git a/Advanced_Classification.ipynb b/Advanced_Classification.ipynb new file mode 100644 index 00000000..2e40295b --- /dev/null +++ b/Advanced_Classification.ipynb @@ -0,0 +1,2315 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "id": "e7a1916c", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Collecting comet_ml\n", + " Downloading comet_ml-3.33.4-py3-none-any.whl (534 kB)\n", + " ------------------------------------ 534.7/534.7 kB 248.7 kB/s eta 0:00:00\n", + "Collecting semantic-version>=2.8.0\n", + " Downloading semantic_version-2.10.0-py2.py3-none-any.whl (15 kB)\n", + "Collecting requests-toolbelt>=0.8.0\n", + " Downloading requests_toolbelt-1.0.0-py2.py3-none-any.whl (54 kB)\n", + " -------------------------------------- 54.5/54.5 kB 257.2 kB/s eta 0:00:00\n", + "Requirement already satisfied: wrapt>=1.11.2 in c:\\users\\user\\appdata\\roaming\\python\\python39\\site-packages (from comet_ml) (1.12.1)\n", + "Collecting wurlitzer>=1.0.2\n", + " Downloading wurlitzer-3.0.3-py3-none-any.whl (7.3 kB)\n", + "Collecting python-box<7.0.0\n", + " Downloading python_box-6.1.0-cp39-cp39-win_amd64.whl (972 kB)\n", + " ------------------------------------ 972.8/972.8 kB 248.4 kB/s eta 0:00:00\n", + "Collecting everett[ini]<3.2.0,>=1.0.1\n", + " Downloading everett-3.1.0-py2.py3-none-any.whl (35 kB)\n", + "Requirement already satisfied: jsonschema!=3.1.0,>=2.6.0 in c:\\users\\user\\anaconda3\\lib\\site-packages (from comet_ml) (4.16.0)\n", + "Requirement already satisfied: rich>=13.3.2 in c:\\users\\user\\anaconda3\\lib\\site-packages (from comet_ml) (13.3.2)\n", + "Collecting urllib3>2.0.0\n", + " Downloading urllib3-2.0.3-py3-none-any.whl (123 kB)\n", + " ------------------------------------ 123.6/123.6 kB 196.1 kB/s eta 0:00:00\n", + "Requirement already satisfied: requests>=2.18.4 in c:\\users\\user\\anaconda3\\lib\\site-packages (from comet_ml) (2.28.1)\n", + "Collecting sentry-sdk>=1.1.0\n", + " Downloading sentry_sdk-1.25.1-py2.py3-none-any.whl (206 kB)\n", + " ------------------------------------ 206.7/206.7 kB 224.5 kB/s eta 0:00:00\n", + "Requirement already satisfied: websocket-client<1.4.0,>=0.55.0 in c:\\users\\user\\anaconda3\\lib\\site-packages (from comet_ml) (0.58.0)\n", + "Collecting simplejson\n", + " Downloading simplejson-3.19.1-cp39-cp39-win_amd64.whl (75 kB)\n", + " -------------------------------------- 75.4/75.4 kB 198.8 kB/s eta 0:00:00\n", + "Requirement already satisfied: six in c:\\users\\user\\appdata\\roaming\\python\\python39\\site-packages (from comet_ml) (1.15.0)\n", + "Collecting dulwich!=0.20.33,>=0.20.6\n", + " Downloading dulwich-0.21.5-cp39-cp39-win_amd64.whl (482 kB)\n", + " ------------------------------------ 482.8/482.8 kB 265.2 kB/s eta 0:00:00\n", + "Collecting configobj\n", + " Downloading configobj-5.0.8-py2.py3-none-any.whl (36 kB)\n", + "Requirement already satisfied: attrs>=17.4.0 in c:\\users\\user\\anaconda3\\lib\\site-packages (from jsonschema!=3.1.0,>=2.6.0->comet_ml) (21.4.0)\n", + "Requirement already satisfied: pyrsistent!=0.17.0,!=0.17.1,!=0.17.2,>=0.14.0 in c:\\users\\user\\anaconda3\\lib\\site-packages (from jsonschema!=3.1.0,>=2.6.0->comet_ml) (0.18.0)\n", + "Requirement already satisfied: certifi>=2017.4.17 in c:\\users\\user\\anaconda3\\lib\\site-packages (from requests>=2.18.4->comet_ml) (2022.9.14)\n", + "Collecting requests>=2.18.4\n", + " Downloading requests-2.31.0-py3-none-any.whl (62 kB)\n", + " -------------------------------------- 62.6/62.6 kB 185.6 kB/s eta 0:00:00\n", + "Requirement already satisfied: charset-normalizer<4,>=2 in c:\\users\\user\\anaconda3\\lib\\site-packages (from requests>=2.18.4->comet_ml) (2.0.4)\n", + "Requirement already satisfied: idna<4,>=2.5 in c:\\users\\user\\anaconda3\\lib\\site-packages (from requests>=2.18.4->comet_ml) (3.3)\n", + "Requirement already satisfied: pygments<3.0.0,>=2.13.0 in c:\\users\\user\\anaconda3\\lib\\site-packages (from rich>=13.3.2->comet_ml) (2.14.0)\n", + "Requirement already satisfied: markdown-it-py<3.0.0,>=2.2.0 in c:\\users\\user\\anaconda3\\lib\\site-packages (from rich>=13.3.2->comet_ml) (2.2.0)\n", + "Requirement already satisfied: mdurl~=0.1 in c:\\users\\user\\anaconda3\\lib\\site-packages (from markdown-it-py<3.0.0,>=2.2.0->rich>=13.3.2->comet_ml) (0.1.2)\n", + "Installing collected packages: everett, wurlitzer, urllib3, simplejson, semantic-version, python-box, configobj, sentry-sdk, requests, dulwich, requests-toolbelt, comet_ml\n", + " Attempting uninstall: urllib3\n", + " Found existing installation: urllib3 1.26.11\n", + " Uninstalling urllib3-1.26.11:\n", + " Successfully uninstalled urllib3-1.26.11\n", + " Attempting uninstall: requests\n", + " Found existing installation: requests 2.28.1\n", + " Uninstalling requests-2.28.1:\n", + " Successfully uninstalled requests-2.28.1\n", + "Successfully installed comet_ml-3.33.4 configobj-5.0.8 dulwich-0.21.5 everett-3.1.0 python-box-6.1.0 requests-2.31.0 requests-toolbelt-1.0.0 semantic-version-2.10.0 sentry-sdk-1.25.1 simplejson-3.19.1 urllib3-2.0.3 wurlitzer-3.0.3\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "ERROR: pip's dependency resolver does not currently take into account all the packages that are installed. This behaviour is the source of the following dependency conflicts.\n", + "conda-repo-cli 1.0.41 requires requests_mock, which is not installed.\n", + "conda-repo-cli 1.0.41 requires clyent==1.2.1, but you have clyent 1.2.2 which is incompatible.\n", + "conda-repo-cli 1.0.41 requires nbformat==5.4.0, but you have nbformat 5.5.0 which is incompatible.\n", + "conda-repo-cli 1.0.41 requires requests==2.28.1, but you have requests 2.31.0 which is incompatible.\n", + "botocore 1.27.28 requires urllib3<1.27,>=1.25.4, but you have urllib3 2.0.3 which is incompatible.\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Requirement already satisfied: seaborn in c:\\users\\user\\anaconda3\\lib\\site-packages (0.11.2)\n", + "Requirement already satisfied: matplotlib>=2.2 in c:\\users\\user\\anaconda3\\lib\\site-packages (from seaborn) (3.5.2)\n", + "Requirement already satisfied: scipy>=1.0 in c:\\users\\user\\anaconda3\\lib\\site-packages (from seaborn) (1.9.1)\n", + "Requirement already satisfied: pandas>=0.23 in c:\\users\\user\\anaconda3\\lib\\site-packages (from seaborn) (2.0.2)\n", + "Requirement already satisfied: numpy>=1.15 in c:\\users\\user\\anaconda3\\lib\\site-packages (from seaborn) (1.24.3)\n", + "Requirement already satisfied: packaging>=20.0 in c:\\users\\user\\anaconda3\\lib\\site-packages (from matplotlib>=2.2->seaborn) (21.3)\n", + "Requirement already satisfied: pillow>=6.2.0 in c:\\users\\user\\anaconda3\\lib\\site-packages (from matplotlib>=2.2->seaborn) (9.2.0)\n", + "Requirement already satisfied: pyparsing>=2.2.1 in c:\\users\\user\\anaconda3\\lib\\site-packages (from matplotlib>=2.2->seaborn) (3.0.9)\n", + "Requirement already satisfied: cycler>=0.10 in c:\\users\\user\\anaconda3\\lib\\site-packages (from matplotlib>=2.2->seaborn) (0.11.0)\n", + "Requirement already satisfied: fonttools>=4.22.0 in c:\\users\\user\\anaconda3\\lib\\site-packages (from matplotlib>=2.2->seaborn) (4.25.0)\n", + "Requirement already satisfied: python-dateutil>=2.7 in c:\\users\\user\\anaconda3\\lib\\site-packages (from matplotlib>=2.2->seaborn) (2.8.2)\n", + "Requirement already satisfied: kiwisolver>=1.0.1 in c:\\users\\user\\anaconda3\\lib\\site-packages (from matplotlib>=2.2->seaborn) (1.4.2)\n", + "Requirement already satisfied: tzdata>=2022.1 in c:\\users\\user\\anaconda3\\lib\\site-packages (from pandas>=0.23->seaborn) (2022.7)\n", + "Requirement already satisfied: pytz>=2020.1 in c:\\users\\user\\anaconda3\\lib\\site-packages (from pandas>=0.23->seaborn) (2022.1)\n", + "Requirement already satisfied: six>=1.5 in c:\\users\\user\\appdata\\roaming\\python\\python39\\site-packages (from python-dateutil>=2.7->matplotlib>=2.2->seaborn) (1.15.0)\n", + "Collecting wordcloud\n", + " Downloading wordcloud-1.9.2-cp39-cp39-win_amd64.whl (153 kB)\n", + " ------------------------------------ 153.3/153.3 kB 190.7 kB/s eta 0:00:00\n", + "Requirement already satisfied: matplotlib in c:\\users\\user\\anaconda3\\lib\\site-packages (from wordcloud) (3.5.2)\n", + "Requirement already satisfied: pillow in c:\\users\\user\\anaconda3\\lib\\site-packages (from wordcloud) (9.2.0)\n", + "Requirement already satisfied: numpy>=1.6.1 in c:\\users\\user\\anaconda3\\lib\\site-packages (from wordcloud) (1.24.3)\n", + "Requirement already satisfied: kiwisolver>=1.0.1 in c:\\users\\user\\anaconda3\\lib\\site-packages (from matplotlib->wordcloud) (1.4.2)\n", + "Requirement already satisfied: packaging>=20.0 in c:\\users\\user\\anaconda3\\lib\\site-packages (from matplotlib->wordcloud) (21.3)\n", + "Requirement already satisfied: fonttools>=4.22.0 in c:\\users\\user\\anaconda3\\lib\\site-packages (from matplotlib->wordcloud) (4.25.0)\n", + "Requirement already satisfied: python-dateutil>=2.7 in c:\\users\\user\\anaconda3\\lib\\site-packages (from matplotlib->wordcloud) (2.8.2)\n", + "Requirement already satisfied: cycler>=0.10 in c:\\users\\user\\anaconda3\\lib\\site-packages (from matplotlib->wordcloud) (0.11.0)\n", + "Requirement already satisfied: pyparsing>=2.2.1 in c:\\users\\user\\anaconda3\\lib\\site-packages (from matplotlib->wordcloud) (3.0.9)\n", + "Requirement already satisfied: six>=1.5 in c:\\users\\user\\appdata\\roaming\\python\\python39\\site-packages (from python-dateutil>=2.7->matplotlib->wordcloud) (1.15.0)\n", + "Installing collected packages: wordcloud\n", + "Successfully installed wordcloud-1.9.2\n", + "Collecting emoji\n", + " Downloading emoji-2.5.0.tar.gz (355 kB)\n", + " ------------------------------------ 355.8/355.8 kB 254.3 kB/s eta 0:00:00\n", + " Preparing metadata (setup.py): started\n", + " Preparing metadata (setup.py): finished with status 'done'\n", + "Building wheels for collected packages: emoji\n", + " Building wheel for emoji (setup.py): started\n", + " Building wheel for emoji (setup.py): finished with status 'done'\n", + " Created wheel for emoji: filename=emoji-2.5.0-py2.py3-none-any.whl size=351210 sha256=40ea1bac7f2a5895c2c71a6da4fdbb3bfb44b3f8f88974ec364331c74906a7d1\n", + " Stored in directory: c:\\users\\user\\appdata\\local\\pip\\cache\\wheels\\87\\14\\a9\\00a5678ff1642b8c7db714ca358d55144b54e37500de0b0909\n", + "Successfully built emoji\n", + "Installing collected packages: emoji\n", + "Successfully installed emoji-2.5.0\n", + "Collecting pyspellchecker\n", + " Downloading pyspellchecker-0.7.2-py3-none-any.whl (3.4 MB)\n", + " ---------------------------------------- 3.4/3.4 MB 264.8 kB/s eta 0:00:00\n", + "Installing collected packages: pyspellchecker\n", + "Successfully installed pyspellchecker-0.7.2\n", + "Collecting ftfy\n", + " Downloading ftfy-6.1.1-py3-none-any.whl (53 kB)\n", + " -------------------------------------- 53.1/53.1 kB 161.1 kB/s eta 0:00:00\n", + "Requirement already satisfied: wcwidth>=0.2.5 in c:\\users\\user\\anaconda3\\lib\\site-packages (from ftfy) (0.2.5)\n", + "Installing collected packages: ftfy\n", + "Successfully installed ftfy-6.1.1\n" + ] + } + ], + "source": [ + "!pip install comet_ml\n", + "!pip install seaborn\n", + "!pip install wordcloud\n", + "!pip install emoji\n", + "!pip install pyspellchecker\n", + "!pip install ftfy" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "dac04f8b", + "metadata": {}, + "outputs": [], + "source": [ + "# Packages for data analysis\n", + "import numpy as np\n", + "import pandas as pd\n", + "from time import time\n", + "\n", + "# Packages for visualisations\n", + "from wordcloud import WordCloud\n", + "import matplotlib.pyplot as plt\n", + "%matplotlib inline\n", + "import seaborn as sns\n", + "from PIL import Image\n", + "\n", + "# Packages for preprocessing\n", + "import re\n", + "from nltk import word_tokenize\n", + "from nltk.corpus import stopwords\n", + "from sklearn.feature_extraction.text import TfidfVectorizer\n", + "from nltk.probability import FreqDist\n", + "import emoji\n", + "from ftfy import fix_text\n", + "from spellchecker import SpellChecker \n", + "from nltk.stem.snowball import SnowballStemmer\n", + "from nltk.sentiment.vader import SentimentIntensityAnalyzer\n", + "import itertools\n", + "from sklearn.model_selection import train_test_split\n", + "from sklearn.utils import resample\n", + "\n", + "# Packages for training models\n", + "from sklearn.pipeline import Pipeline\n", + "from sklearn.linear_model import LogisticRegression\n", + "from sklearn.naive_bayes import MultinomialNB\n", + "from sklearn.svm import SVC\n", + "from sklearn.ensemble import RandomForestClassifier\n", + "from sklearn.neighbors import KNeighborsClassifier\n", + "from sklearn.neural_network import MLPClassifier\n", + "\n", + "# Packages for hyperparameter optimisation\n", + "from sklearn.model_selection import GridSearchCV\n", + "\n", + "# Packages for evaluating model accuracy\n", + "from sklearn.metrics import f1_score \n", + "from sklearn.metrics import precision_score\n", + "from sklearn.metrics import recall_score\n", + "from sklearn.metrics import confusion_matrix\n", + "from sklearn.metrics import accuracy_score\n", + "from sklearn.metrics import classification_report\n", + "from sklearn.metrics import roc_curve\n", + "from sklearn.metrics import auc\n", + "from sklearn.preprocessing import label_binarize" + ] + }, + { + "cell_type": "code", + "execution_count": 23, + "id": "63400044", + "metadata": {}, + "outputs": [], + "source": [ + "# Import training dataset\n", + "df_train = pd.read_csv('train.csv')\n", + "# Import testing dataset\n", + "df_test = pd.read_csv('test.csv')\n", + "\n", + "# Set 'tweetid' as index\n", + "df_train.set_index('tweetid',inplace = True)\n", + "df_test.set_index('tweetid',inplace = True)\n", + "\n", + "# Creat copy for EDA purposes\n", + "df_train_eda=df_train.copy()" + ] + }, + { + "cell_type": "code", + "execution_count": 24, + "id": "b805add7", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "Index: 15819 entries, 625221 to 806319\n", + "Data columns (total 2 columns):\n", + " # Column Non-Null Count Dtype \n", + "--- ------ -------------- ----- \n", + " 0 sentiment 15819 non-null int64 \n", + " 1 message 15819 non-null object\n", + "dtypes: int64(1), object(1)\n", + "memory usage: 370.8+ KB\n" + ] + } + ], + "source": [ + "df_train.info()" + ] + }, + { + "cell_type": "code", + "execution_count": 25, + "id": "0c543a68", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "Index: 10546 entries, 169760 to 470892\n", + "Data columns (total 1 columns):\n", + " # Column Non-Null Count Dtype \n", + "--- ------ -------------- ----- \n", + " 0 message 10546 non-null object\n", + "dtypes: object(1)\n", + "memory usage: 164.8+ KB\n" + ] + } + ], + "source": [ + "df_test.info()" + ] + }, + { + "cell_type": "code", + "execution_count": 26, + "id": "6634591b", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
\n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
sentimentmessage
tweetid
625221ProPolySciMajor EPA chief doesn't think carbon di...
126103ProIt's not like we lack evidence of anthropogeni...
698562NewsRT @RawStory: Researchers say we have three ye...
573736Pro#TodayinMaker# WIRED : 2016 was a pivotal year...
466954ProRT @SoyNovioDeTodas: It's 2016, and a racist, ...
\n", + "
" + ], + "text/plain": [ + " sentiment message\n", + "tweetid \n", + "625221 Pro PolySciMajor EPA chief doesn't think carbon di...\n", + "126103 Pro It's not like we lack evidence of anthropogeni...\n", + "698562 News RT @RawStory: Researchers say we have three ye...\n", + "573736 Pro #TodayinMaker# WIRED : 2016 was a pivotal year...\n", + "466954 Pro RT @SoyNovioDeTodas: It's 2016, and a racist, ..." + ] + }, + "execution_count": 26, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# create a copy of the train dataframe\n", + "def update(df):\n", + " \n", + " \"\"\"\n", + " This function creates a copy of the original train data and \n", + " renames the classes, converting them from numbers to words\n", + " \n", + " Input: \n", + " df: original dataframe\n", + " datatype: dataframe\n", + " \n", + " Output:\n", + " df: modified dataframe\n", + " datatype: dataframe \n", + " \n", + " \"\"\"\n", + "\n", + " df = df_train.copy()\n", + " sentiment = df['sentiment']\n", + " word_sentiment = []\n", + "\n", + " for i in sentiment :\n", + " if i == 1 :\n", + " word_sentiment.append('Pro')\n", + " elif i == 0 :\n", + " word_sentiment.append('Neutral')\n", + " elif i == -1 :\n", + " word_sentiment.append('Anti')\n", + " else :\n", + " word_sentiment.append('News')\n", + "\n", + " df['sentiment'] = word_sentiment\n", + " \n", + " return df\n", + "\n", + "df = update(df_train)\n", + "df.head()" + ] + }, + { + "cell_type": "code", + "execution_count": 28, + "id": "66473dc9", + "metadata": {}, + "outputs": [], + "source": [ + "import re\n", + "import nltk\n", + "import string\n", + "from nltk import word_tokenize\n", + "from nltk.corpus import stopwords\n", + "from sklearn.feature_extraction.text import CountVectorizer\n", + "from sklearn.feature_extraction.text import TfidfVectorizer\n", + "from nltk.probability import FreqDist\n", + "import emoji\n", + "from ftfy import fix_text\n", + "from spellchecker import SpellChecker\n", + "from nltk.stem import WordNetLemmatizer\n", + "from nltk.corpus import stopwords, wordnet \n", + "from nltk.stem.snowball import SnowballStemmer\n", + "from nltk.sentiment.vader import SentimentIntensityAnalyzer\n", + "import itertools\n", + "from sklearn.model_selection import train_test_split\n", + "from sklearn.utils import resample" + ] + }, + { + "cell_type": "code", + "execution_count": 29, + "id": "dc66e194", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
\n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
hashtagcount
19climate187
24BeforeTheFlood129
68climatechange94
13ImVotingBecause62
4COP2259
\n", + "
" + ], + "text/plain": [ + " hashtag count\n", + "19 climate 187\n", + "24 BeforeTheFlood 129\n", + "68 climatechange 94\n", + "13 ImVotingBecause 62\n", + "4 COP22 59" + ] + }, + "execution_count": 29, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "def hashtag_extract(tweet):\n", + " \n", + " \"\"\"\n", + " This function takes in a tweet and extracts the top 15 hashtag(s) using regular expressions\n", + " These hashtags are stored in a seperate dataframe \n", + " along with a count of how frequenty they occur\n", + " \n", + " Input:\n", + " tweet: original tweets\n", + " datatype: 'str'\n", + " \n", + " Output:\n", + " hashtag_df: dataframe containing the top hashtags in the tweets\n", + " datatype: dataframe \n", + " \"\"\"\n", + " \n", + " hashtags = []\n", + " \n", + " for i in tweet:\n", + " ht = re.findall(r\"#(\\w+)\", i)\n", + " hashtags.append(ht)\n", + " \n", + " hashtags = sum(hashtags, [])\n", + " frequency = nltk.FreqDist(hashtags)\n", + " \n", + " hashtag_df = pd.DataFrame({'hashtag': list(frequency.keys()),\n", + " 'count': list(frequency.values())})\n", + " hashtag_df = hashtag_df.nlargest(15, columns=\"count\")\n", + "\n", + " return hashtag_df\n", + "\n", + "# Extracting the hashtags from tweets in each class\n", + "pro = hashtag_extract(df['message'][df['sentiment'] == 'Pro'])\n", + "anti = hashtag_extract(df['message'][df['sentiment'] == 'Anti'])\n", + "neutral = hashtag_extract(df['message'][df['sentiment'] == 'Neutral'])\n", + "news = hashtag_extract(df['message'][df['sentiment'] == 'News'])\n", + "\n", + "pro.head()" + ] + }, + { + "cell_type": "code", + "execution_count": 30, + "id": "362e60ea", + "metadata": {}, + "outputs": [], + "source": [ + "# extract sentiment\n", + "def sentiment_score(text):\n", + " \"\"\" A function that determines the sentiment of a text string.\n", + "\n", + " Parameters\n", + " ----------\n", + " text: Text string.\n", + "\n", + " Returns\n", + " -------\n", + " sentiment: String indicating the sentiment of the input string.\n", + " \"\"\"\n", + " \n", + " sid = SentimentIntensityAnalyzer()\n", + " s = sid.polarity_scores(text)['compound']\n", + " if s<-0.05:\n", + " sentiment='negative'\n", + " elif s>0.05:\n", + " sentiment='positive'\n", + " else:\n", + " sentiment='neutral'\n", + " \n", + " return sentiment" + ] + }, + { + "cell_type": "code", + "execution_count": 31, + "id": "8220fbdf", + "metadata": {}, + "outputs": [], + "source": [ + "# Extract all unique news related handles into a list\n", + "df_temp = df_train.copy()\n", + "df_temp.sort_index(inplace=True)\n", + "n_temp = [re.findall(r'@[\\w]+',df_temp['message'].iloc[i]) for i,x in enumerate(df_temp['sentiment']) if x==2]\n", + "news = [x for x in n_temp if x!=[]]\n", + "\n", + "# Only keep the unique values inside the list\n", + "news = sorted(list(set(itertools.chain.from_iterable(news))))" + ] + }, + { + "cell_type": "code", + "execution_count": 20, + "id": "3fcfbbf0", + "metadata": {}, + "outputs": [], + "source": [ + "# Packages for saving models\n", + "import pickle" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "94fb078e", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": 21, + "id": "c893826c", + "metadata": {}, + "outputs": [], + "source": [ + "with open('hash_file', 'wb') as fp:\n", + " pickle.dump(hashtags, fp)\n" + ] + }, + { + "cell_type": "code", + "execution_count": 32, + "id": "bdfe76a8", + "metadata": {}, + "outputs": [], + "source": [ + "# extracting all unque hashtags\n", + "hashtags = df['message'].apply(lambda x: re.findall(r'[#]\\\\w+',x))" + ] + }, + { + "cell_type": "code", + "execution_count": 33, + "id": "3dbcd509", + "metadata": {}, + "outputs": [], + "source": [ + "hashtags = list(set([item for sublist in hashtags for item in sublist]))" + ] + }, + { + "cell_type": "code", + "execution_count": 34, + "id": "4d91fc1e", + "metadata": {}, + "outputs": [], + "source": [ + "# Dictionary of contracted words\n", + "contractions = {\n", + "\"aren't\" : \"are not\",\n", + "\"can't\" : \"cannot\",\n", + "\"couldn't\" : \"could not\",\n", + "\"didn't\" : \"did not\",\n", + "\"doesn't\" : \"does not\",\n", + "\"don't\" : \"do not\",\n", + "\"hadn't\" : \"had not\",\n", + "\"hasn't\" : \"has not\",\n", + "\"haven't\" : \"have not\",\n", + "\"he'd\" : \"he would\",\n", + "\"he'll\" : \"he will\",\n", + "\"he's\" : \"he is\",\n", + "\"i'd\" : \"I would\",\n", + "\"i'd\" : \"I had\",\n", + "\"i'll\" : \"I will\",\n", + "\"i'm\" : \"I am\",\n", + "\"isn't\" : \"is not\",\n", + "\"it's\" : \"it is\",\n", + "\"it'll\":\"it will\",\n", + "\"i've\" : \"I have\",\n", + "\"let's\" : \"let us\",\n", + "\"mightn't\" : \"might not\",\n", + "\"mustn't\" : \"must not\",\n", + "\"shan't\" : \"shall not\",\n", + "\"she'd\" : \"she would\",\n", + "\"she'll\" : \"she will\",\n", + "\"she's\" : \"she is\",\n", + "\"shouldn't\" : \"should not\",\n", + "\"that's\" : \"that is\",\n", + "\"there's\" : \"there is\",\n", + "\"they'd\" : \"they would\",\n", + "\"they'll\" : \"they will\",\n", + "\"they're\" : \"they are\",\n", + "\"they've\" : \"they have\",\n", + "\"wasn't\": \"was not\",\n", + "\"we'd\" : \"we would\",\n", + "\"we're\" : \"we are\",\n", + "\"weren't\" : \"were not\",\n", + "\"we'll\":\"we will\",\n", + "\"we've\" : \"we have\",\n", + "\"what'll\" : \"what will\",\n", + "\"what're\" : \"what are\",\n", + "\"what's\" : \"what is\",\n", + "\"what've\" : \"what have\",\n", + "\"where's\" : \"where is\",\n", + "\"who'd\" : \"who would\",\n", + "\"who'll\" : \"who will\",\n", + "\"who's\" : \"who is\",\n", + "\"who've\" : \"who have\",\n", + "\"won't\" : \"will not\",\n", + "\"wouldn't\" : \"would not\",\n", + "\"you'd\" : \"you would\",\n", + "\"you'll\" : \"you will\",\n", + "\"you're\" : \"you are\",\n", + "\"you've\" : \"you have\",\n", + "\"'re\": \" are\",\n", + "}" + ] + }, + { + "cell_type": "code", + "execution_count": 35, + "id": "65abefd5", + "metadata": {}, + "outputs": [], + "source": [ + "# Replace contracted words with full words\n", + "df_train['message'] = [' '.join([contractions[w.lower()] if w.lower() in contractions.keys() else w for w in raw.split()]) \n", + " for raw in df_train['message']]" + ] + }, + { + "cell_type": "code", + "execution_count": 36, + "id": "5c9593c2", + "metadata": {}, + "outputs": [], + "source": [ + "# Lower case all words to remove noise from Capital words. Capital words may be seen as different from lower case words\n", + "df_train['message'] = df_train['message'].str.lower()" + ] + }, + { + "cell_type": "code", + "execution_count": 37, + "id": "2b857dc0", + "metadata": {}, + "outputs": [], + "source": [ + "# Fix all the bad unicode to allow better processing of the data\n", + "df_train['message'] = df_train['message'].apply(lambda x: fix_text(x))" + ] + }, + { + "cell_type": "code", + "execution_count": 38, + "id": "f23c4fc9", + "metadata": {}, + "outputs": [], + "source": [ + "# Removing urls\n", + "df_train['message'] = df_train['message'].apply(lambda x: re.sub(r'https\\S+','url',x))\n", + "df_train['message'] = df_train['message'].apply(lambda x: re.sub(r'www\\S+', 'url',x))" + ] + }, + { + "cell_type": "code", + "execution_count": 39, + "id": "89d31dd6", + "metadata": {}, + "outputs": [], + "source": [ + "# Replace emojis with their word meaning\n", + "df_train['message'] = df_train['message'].apply(lambda x: emoji.demojize(x))" + ] + }, + { + "cell_type": "code", + "execution_count": 40, + "id": "145d561c", + "metadata": {}, + "outputs": [], + "source": [ + "# Replace shortened words with full words\n", + "short = {' BD ': ' Big Deal ',\n", + " ' abt ':' about ',\n", + " ' ab ': ' about ',\n", + " ' fav ': ' favourite ',\n", + " ' fab ': ' fabulous ',\n", + " ' smh ': ' shaking my head ',\n", + " ' u ': ' you ',\n", + " ' c ': ' see ',\n", + " ' anon ': ' anonymous ',\n", + " ' ac ': ' aircon ',\n", + " ' a/c ': ' aircon ',\n", + " ' yo ':' year old ',\n", + " ' n ':' and ',\n", + " ' nd ':' and ',\n", + " ' 2 ': ' to ',\n", + " ' w ': ' with ',\n", + " ' w/o ': ' without ',\n", + " ' r ': ' are ',\n", + " ' rip ':' rest in peace ',\n", + " ' 4 ' : ' for ',\n", + "' BF ': ' Boyfriend ',\n", + "' BRB ': ' Be Right Back ',\n", + "' BTW ': ' By The Way ',\n", + "' GF ': ' Girlfriend ',\n", + "' HBD ': ' Happy Birthday ',\n", + "' JK ': ' Just Kidding ',\n", + "' K ':' Okay ',\n", + "' LMK ': ' Let Me Know ',\n", + "' LOL ': ' Laugh Out Loud ',\n", + "' HA ':' laugh ',\n", + "' MYOB ': ' Mind Your Own Business ',\n", + "' NBD ': ' No Big Deal ',\n", + "' NVM ': ' Nevermind ',\n", + "' Obv ':' Obviously ',\n", + "' Obvi ':' Obviously ',\n", + "' OMG ': ' Oh My God ',\n", + "' Pls ': ' Please ',\n", + "' Plz ': ' Please ',\n", + "' Q ': ' Question ', \n", + "' QQ ': ' Quick Question ',\n", + "' RLY ': ' Really ',\n", + "' SRLSY ': ' Seriously ',\n", + "' TMI ': ' Too Much Information ',\n", + "' TY ': ' Thank You, ',\n", + "' TYVM ': ' Thank You Very Much ',\n", + "' YW ': ' You are Welcome ',\n", + "' FOMO ': ' Fear Of Missing Out ',\n", + "' FTFY ': ' Fixed This For You ',\n", + "' FTW ': ' For The Win ',\n", + "' FYA ': ' For Your Amusement ',\n", + "' FYE ': ' For Your Entertainment ',\n", + "' GTI ': ' Going Through It ',\n", + "' HTH ': ' Here to Help ',\n", + "' IRL ': ' In Real Life ',\n", + "' ICYMI ': ' In Case You Missed It ',\n", + "' ICYWW ': ' In Case You Were Wondering ',\n", + "' NBC ': ' Nobody Cares Though ',\n", + "' NTW ': ' Not To Worry ',\n", + "' OTD ': ' Of The Day ',\n", + "' OOTD ': ' Outfit Of The Day ',\n", + "' QOTD ': ' Quote of the Day ',\n", + "' FOTD ': ' Find Of the Day ',\n", + "' POIDH ': ' Pictures Or It Did ntt Happen ',\n", + "' YOLO ': ' You Only Live Once ',\n", + "' AFAIK ': ' As Far As I Know ',\n", + "' DGYF ': ' Dang Girl You Fine ',\n", + "' FWIW ': ' For What It is Worth ',\n", + "' IDC ': ' I Do not Care ',\n", + "' IDK ': ' I Do not Know ',\n", + "' IIRC ': ' If I Remember Correctly ',\n", + "' IMHO ': ' In My Honest Opinion ',\n", + "' IMO ': ' In My Opinion ',\n", + "' Jelly ': ' Jealous ',\n", + "' Jellz ': ' Jealous ',\n", + "' JSYK ': ' Just So You Know ',\n", + "' LMAO ': ' Laughing My Ass Off ',\n", + "' LMFAO ': ' Laughing My Fucking Ass Off ',\n", + "' NTS ': ' Note to Self ',\n", + "' ROFL ': ' Rolling On the Floor Laughing ',\n", + "' ROFLMAO ': ' Rolling On the Floor Laughing My Ass Off ',\n", + "' SMH ': ' Shaking My Head ',\n", + "' TBH ': ' To Be Honest ',\n", + "' TL;DR ': ' Too Long; Did not Read ',\n", + "' TLDR ': ' Too Long; Did not Read ',\n", + "' YGTR ': ' You Got That Right ',\n", + "' AYKMWTS ': ' Are You Kidding Me With This Shit ',\n", + "' BAMF ': ' Bad Ass Mother Fucker ',\n", + "' FFS ': ' For Fuck Sake ',\n", + "' FML ': ' Fuck My Life ',\n", + "' HYFR ': ' Hell Yeah Fucking Right ',\n", + "' IDGAF ': ' I Do not Give A Fuck ',\n", + "' NFW ': ' No Fucking Way ',\n", + "' PITA ': ' Pain In The Ass ',\n", + "' POS ': ' Piece of Shit ',\n", + "' SOL ': ' Shit Outta Luck ',\n", + "' STFU ': ' Shut the Fuck Up ',\n", + "' TF ': ' The Fuck ',\n", + "' WTF ': ' What The Fuck ',\n", + "' BFN ': ' Bye For Now ',\n", + "' CU ': ' See You ',\n", + "' IC ': ' I see ',\n", + "' CYL ': ' See You Later ',\n", + "' GTG ': ' Got to Go ',\n", + "' OMW ': ' On My Way ',\n", + "' RN ': ' Right Now ',\n", + "' TTYL ': ' Talk To You Later ',\n", + "' TYT ': ' Take Your time ',\n", + "' CC ': ' Carbon Copy ',\n", + "' CX ': ' Correction ',\n", + "' DM ': ' Direct Message ',\n", + "' FB ': ' Facebook ',\n", + "' FBF ': ' Flash-Back Friday ',\n", + "' FF ': ' Follow Friday ',\n", + "' HT ': ' Tipping my hat ',\n", + "' H/T ': ' Tipping my hat ',\n", + "' IG ': ' Instagram ',\n", + "' Insta ': ' Instagram ',\n", + "' MT ':' Modified Tweet ',\n", + "' OH ': ' Overheard ',\n", + "' PRT ': ' Partial Retweet ',\n", + "' RT ': ' Retweet ',\n", + "'rt ' : ' retweet ',\n", + "' SO ':' Shout Out ',\n", + "' S/O ': ' Shout Out ',\n", + "' TBT ': ' Throw-Back Thursday ',\n", + "' AWOL ': ' Away While Online ',\n", + "' BFF ': ' Best Friend Forever ',\n", + "' NSFW ': ' Not Safe For Work ',\n", + "' OG ': ' Original Gangster ',\n", + "' PSA ': ' Public Service Announcement ',\n", + "' PDA ': ' Public Display of Affection '}\n", + "\n", + "short = dict((key.lower(), value.lower()) for key,value in short.items())" + ] + }, + { + "cell_type": "code", + "execution_count": 41, + "id": "5ab220ae", + "metadata": {}, + "outputs": [], + "source": [ + "# Replacing shortened words with full alternative words\n", + "for word in short.keys():\n", + " df_train['message'] = df_train['message'].apply(lambda x: re.sub(word,short[word],x))" + ] + }, + { + "cell_type": "code", + "execution_count": 42, + "id": "e94f7654", + "metadata": {}, + "outputs": [], + "source": [ + "# Remove twitter non news related handles and @ symbol\n", + "df_train['message'] = df_train['message'].apply(lambda x: re.sub(r'@', '', ' '.join([y for y in x.split() if y not in \n", + " [z for z in re.findall(r'@[\\w]*',x) \n", + " if z not in news]])))" + ] + }, + { + "cell_type": "code", + "execution_count": 46, + "id": "a33a36c1", + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "[nltk_data] Downloading package omw-1.4 to\n", + "[nltk_data] C:\\Users\\user\\AppData\\Roaming\\nltk_data...\n", + "[nltk_data] Package omw-1.4 is already up-to-date!\n", + "[nltk_data] Downloading package vader_lexicon to\n", + "[nltk_data] C:\\Users\\user\\AppData\\Roaming\\nltk_data...\n" + ] + }, + { + "data": { + "text/plain": [ + "True" + ] + }, + "execution_count": 46, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "import nltk\n", + "nltk.download('omw-1.4')\n", + "nltk.download('vader_lexicon')" + ] + }, + { + "cell_type": "code", + "execution_count": 49, + "id": "8e84f53a", + "metadata": {}, + "outputs": [], + "source": [ + "# Add sentiment\n", + "df_train['message'] = df_train['message'].apply(lambda x: x + ' ' + sentiment_score(x)) " + ] + }, + { + "cell_type": "code", + "execution_count": 50, + "id": "93de50d7", + "metadata": {}, + "outputs": [], + "source": [ + "# Remove punctuations\n", + "df_train['message'] = df_train['message'].apply(lambda x: re.sub(r\"[^A-Za-z ]*\",'',x))" + ] + }, + { + "cell_type": "code", + "execution_count": 51, + "id": "e2c9f0e0", + "metadata": {}, + "outputs": [], + "source": [ + "# Remove repeated vowels \n", + "df_train['message'] = df_train['message'].apply(lambda x: re.sub(r'([aeiou])\\1+', r'\\1\\1', x))" + ] + }, + { + "cell_type": "code", + "execution_count": 52, + "id": "ee331d69", + "metadata": {}, + "outputs": [], + "source": [ + "# Replace slang words\n", + "df_train['message'] = df_train['message'].apply(lambda x: re.sub(r' ha([ha]) *', r'laugh', x))\n", + "df_train['message'] = df_train['message'].apply(lambda x: re.sub(r' he([he]) *', r'laugh', x))\n", + "df_train['message'] = df_train['message'].apply(lambda x: re.sub(r' lol([ol]) *', r'laugh', x))\n", + "df_train['message'] = df_train['message'].apply(lambda x: re.sub(r' lo([o])*l ', r'laugh', x))" + ] + }, + { + "cell_type": "code", + "execution_count": 53, + "id": "19314ae3", + "metadata": {}, + "outputs": [], + "source": [ + "def clean(raw):\n", + " \"\"\" A function that 'cleans' tweet data. The text gets modified by:\n", + " - being lower cased, \n", + " - removing urls, \n", + " - removing bad unicode,\n", + " - replacing emojis with words,\n", + " - removing twitter non news related handles,\n", + " - removing punctuation,\n", + " - removing vowels repeated at least 3 times,\n", + " - replacing sequences of 'h' and 'a', as well as 'lol' with 'laugh',\n", + " - adding sentiment\n", + "\n", + " Parameters\n", + " ----------\n", + " raw: Text string.\n", + "\n", + " Returns\n", + " -------\n", + " raw: Modified clean string\n", + " \"\"\"\n", + " \n", + " # Convert to lowercase\n", + " raw = raw.lower()\n", + " \n", + " # Fix strange characters\n", + " raw = fix_text(raw)\n", + " \n", + " # Removing urls\n", + " raw = re.sub(r'https\\S+','url',raw)\n", + " raw = re.sub(r'www\\S+', 'url',raw)\n", + " \n", + " # Replace emojis with their word meaning\n", + " raw = emoji.demojize(raw)\n", + "\n", + " # Remove twitter non news related handles\n", + " raw = ' '.join([y for y in raw.split() if y not in [x for x in re.findall(r'@[\\w]*',raw) if x not in news]])\n", + " \n", + " # Add sentiment\n", + " raw = raw + ' ' + sentiment_score(raw)\n", + " \n", + " # Remove punctuation\n", + " raw = re.sub(r\"[^A-Za-z ]*\",'',raw)\n", + " \n", + " # Remove repeated vowels \n", + " raw = re.sub(r'([aeiou])\\1+', r'\\1\\1', raw)\n", + " \n", + " # Replace slang words'\n", + " raw = re.sub(r' ha([ha]) *', r'laugh', raw)\n", + " raw = re.sub(r' he([he]) *', r'laugh', raw)\n", + " raw = re.sub(r' lol([ol]) *', r'laugh', raw)\n", + " raw = re.sub(r' lo([o])*l ', r'laugh', raw)\n", + " \n", + " return raw" + ] + }, + { + "cell_type": "code", + "execution_count": 54, + "id": "964b4acd", + "metadata": {}, + "outputs": [], + "source": [ + "# Replace contracted words with full word\n", + "df_test['message'] = [' '.join([contractions[w.lower()] if w.lower() in contractions.keys() else w for w in raw.split()]) \n", + " for raw in df_test['message']]" + ] + }, + { + "cell_type": "code", + "execution_count": 55, + "id": "31bce201", + "metadata": {}, + "outputs": [], + "source": [ + "# Replacing shortened words with full words\n", + "for word in short.keys():\n", + " df_test['message'] = df_test['message'].apply(lambda x: re.sub(word,short[word],x))" + ] + }, + { + "cell_type": "code", + "execution_count": 56, + "id": "65376c8d", + "metadata": {}, + "outputs": [], + "source": [ + "# Apply cleaning function\n", + "df_test['message'] = df_test['message'].apply(lambda x: clean(x))" + ] + }, + { + "cell_type": "code", + "execution_count": 57, + "id": "9a95d903", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "0.0" + ] + }, + "execution_count": 57, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "#Checking percentage of misspelled words in the data.\n", + "spell = SpellChecker() \n", + "# check for misspelled words\n", + "misspelled = df_train['message'].apply(lambda x: spell.unknown(x))\n", + "misspelled.isnull().mean()" + ] + }, + { + "cell_type": "code", + "execution_count": 59, + "id": "3d1d2537", + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "[nltk_data] Downloading package averaged_perceptron_tagger to\n", + "[nltk_data] C:\\Users\\user\\AppData\\Roaming\\nltk_data...\n", + "[nltk_data] Unzipping taggers\\averaged_perceptron_tagger.zip.\n" + ] + }, + { + "data": { + "text/plain": [ + "True" + ] + }, + "execution_count": 59, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "nltk.download('averaged_perceptron_tagger')" + ] + }, + { + "cell_type": "code", + "execution_count": 60, + "id": "7456f5c9", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
\n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
sentimentmessagelengthtokenizedpos_tagslemmatized
tweetid
625221ProPolySciMajor EPA chief doesn't think carbon di...140[PolySciMajor, EPA, chief, does, n't, think, c...[(PolySciMajor, n), (EPA, n), (chief, n), (doe...PolySciMajor EPA chief do n't think carbon dio...
126103ProIt's not like we lack evidence of anthropogeni...62[It, 's, not, like, we, lack, evidence, of, an...[(It, n), ('s, v), (not, r), (like, n), (we, n...It 's not like we lack evidence of anthropogen...
698562NewsRT @RawStory: Researchers say we have three ye...140[RT, @, RawStory, :, Researchers, say, we, hav...[(RT, n), (@, n), (RawStory, n), (:, n), (Rese...RT @ RawStory : Researchers say we have three ...
573736Pro#TodayinMaker# WIRED : 2016 was a pivotal year...99[#, TodayinMaker, #, WIRED, :, 2016, was, a, p...[(#, n), (TodayinMaker, n), (#, n), (WIRED, n)...# TodayinMaker # WIRED : 2016 be a pivotal yea...
466954ProRT @SoyNovioDeTodas: It's 2016, and a racist, ...122[RT, @, SoyNovioDeTodas, :, It, 's, 2016, ,, a...[(RT, n), (@, n), (SoyNovioDeTodas, n), (:, n)...RT @ SoyNovioDeTodas : It 's 2016 , and a raci...
\n", + "
" + ], + "text/plain": [ + " sentiment message length \\\n", + "tweetid \n", + "625221 Pro PolySciMajor EPA chief doesn't think carbon di... 140 \n", + "126103 Pro It's not like we lack evidence of anthropogeni... 62 \n", + "698562 News RT @RawStory: Researchers say we have three ye... 140 \n", + "573736 Pro #TodayinMaker# WIRED : 2016 was a pivotal year... 99 \n", + "466954 Pro RT @SoyNovioDeTodas: It's 2016, and a racist, ... 122 \n", + "\n", + " tokenized \\\n", + "tweetid \n", + "625221 [PolySciMajor, EPA, chief, does, n't, think, c... \n", + "126103 [It, 's, not, like, we, lack, evidence, of, an... \n", + "698562 [RT, @, RawStory, :, Researchers, say, we, hav... \n", + "573736 [#, TodayinMaker, #, WIRED, :, 2016, was, a, p... \n", + "466954 [RT, @, SoyNovioDeTodas, :, It, 's, 2016, ,, a... \n", + "\n", + " pos_tags \\\n", + "tweetid \n", + "625221 [(PolySciMajor, n), (EPA, n), (chief, n), (doe... \n", + "126103 [(It, n), ('s, v), (not, r), (like, n), (we, n... \n", + "698562 [(RT, n), (@, n), (RawStory, n), (:, n), (Rese... \n", + "573736 [(#, n), (TodayinMaker, n), (#, n), (WIRED, n)... \n", + "466954 [(RT, n), (@, n), (SoyNovioDeTodas, n), (:, n)... \n", + "\n", + " lemmatized \n", + "tweetid \n", + "625221 PolySciMajor EPA chief do n't think carbon dio... \n", + "126103 It 's not like we lack evidence of anthropogen... \n", + "698562 RT @ RawStory : Researchers say we have three ... \n", + "573736 # TodayinMaker # WIRED : 2016 be a pivotal yea... \n", + "466954 RT @ SoyNovioDeTodas : It 's 2016 , and a raci... " + ] + }, + "execution_count": 60, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "def lemma(df):\n", + " \n", + " \"\"\"\n", + " This function modifies the original train dataframe.\n", + " A new column for the length of each tweet is added.\n", + " The tweets are then tokenized and each word is assigned a part of speech tag \n", + " before being lemmatized\n", + " \n", + " Input:\n", + " df: original dataframe\n", + " datatype: dataframe \n", + " \n", + " Output:\n", + " df: modified dataframe\n", + " datatype: dataframe\n", + " \"\"\"\n", + " \n", + " df['length'] = df['message'].str.len()\n", + " df['tokenized'] = df['message'].apply(word_tokenize)\n", + " df['pos_tags'] = df['tokenized'].apply(nltk.tag.pos_tag)\n", + "\n", + " def get_wordnet_pos(tag):\n", + "\n", + " if tag.startswith('J'):\n", + " return wordnet.ADJ\n", + "\n", + " elif tag.startswith('V'):\n", + " return wordnet.VERB\n", + "\n", + " elif tag.startswith('N'):\n", + " return wordnet.NOUN\n", + "\n", + " elif tag.startswith('R'):\n", + " return wordnet.ADV\n", + " \n", + " else:\n", + " return wordnet.NOUN\n", + " \n", + " wnl = WordNetLemmatizer()\n", + " df['pos_tags'] = df['pos_tags'].apply(lambda x: [(word, get_wordnet_pos(pos_tag)) for (word, pos_tag) in x])\n", + " df['lemmatized'] = df['pos_tags'].apply(lambda x: [wnl.lemmatize(word, tag) for word, tag in x])\n", + " df['lemmatized'] = [' '.join(map(str, l)) for l in df['lemmatized']] \n", + " return df\n", + "\n", + "df = lemma(df)\n", + "df.head()" + ] + }, + { + "cell_type": "code", + "execution_count": 61, + "id": "a19fca07", + "metadata": {}, + "outputs": [], + "source": [ + "def frequency(tweet):\n", + " \n", + " \"\"\"\n", + " This function determines the frequency of each word in a collection of tweets \n", + " and stores the 25 most frequent words in a dataframe, \n", + " sorted from most to least frequent\n", + " \n", + " Input: \n", + " tweet: original tweets\n", + " datatype: 'str'\n", + " \n", + " Output: \n", + " frequency: dataframe containing the top 25 words \n", + " datatype: dataframe \n", + " \"\"\"\n", + " \n", + " # Count vectorizer excluding english stopwords\n", + " cv = CountVectorizer(stop_words='english')\n", + " words = cv.fit_transform(tweet)\n", + " \n", + " # Count the words in the tweets and determine the frequency of each word\n", + " sum_words = words.sum(axis=0)\n", + " words_freq = [(word, sum_words[0, i]) for word, i in cv.vocabulary_.items()]\n", + " words_freq = sorted(words_freq, key=lambda x: x[1], reverse=True)\n", + " \n", + " # Create a dataframe to store the top 25 words and their frequencies\n", + " frequency = pd.DataFrame(words_freq, columns=['word', 'frequency'])\n", + " frequency = frequency.head(25)\n", + " \n", + " return frequency\n", + "\n", + "# Extract the top 25 words in each class\n", + "pro_frequency = frequency(df['lemmatized'][df['sentiment']=='Pro'])\n", + "anti_frequency = frequency(df['lemmatized'][df['sentiment']=='Anti'])\n", + "news_frequency = frequency(df['lemmatized'][df['sentiment']=='News'])\n", + "neutral_frequency = frequency(df['lemmatized'][df['sentiment']=='Neutral'])" + ] + }, + { + "cell_type": "code", + "execution_count": 62, + "id": "3846ab68", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
\n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
wordfrequency
20make316
21husband312
22stephenschlegel307
23sjofonã307
24epa290
\n", + "
" + ], + "text/plain": [ + " word frequency\n", + "20 make 316\n", + "21 husband 312\n", + "22 stephenschlegel 307\n", + "23 sjofonã 307\n", + "24 epa 290" + ] + }, + "execution_count": 62, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# Extract the words in the tweets for the pro and anti climate change classes \n", + "anti_words = ' '.join([text for text in anti_frequency['word']])\n", + "pro_words = ' '.join([text for text in pro_frequency['word']])\n", + "news_words = ' '.join([text for text in news_frequency['word']])\n", + "neutral_words = ' '.join([text for text in neutral_frequency['word']])\n", + "\n", + "# Create wordcloud for the anti climate change class\n", + "anti_wordcloud = WordCloud(width=800, \n", + " height=500, \n", + " random_state=110, \n", + " max_font_size=110, \n", + " background_color='white',\n", + " colormap=\"Reds\").generate(anti_words)\n", + "\n", + "# Create wordcolud for the pro climate change class\n", + "pro_wordcloud = WordCloud(width=800, \n", + " height=500, \n", + " random_state=73, \n", + " max_font_size=110, \n", + " background_color='white',\n", + " colormap=\"Greens\").generate(pro_words)\n", + "\n", + "# Create wordcolud for the news climate change class\n", + "news_wordcloud = WordCloud(width=800, \n", + " height=500, \n", + " random_state=0, \n", + " max_font_size=110, \n", + " background_color='white',\n", + " colormap=\"Blues\").generate(news_words)\n", + "\n", + "# Create wordcolud for the neutral climate change class\n", + "neutral_wordcloud = WordCloud(width=800, \n", + " height=500, \n", + " random_state=10, \n", + " max_font_size=110, \n", + " background_color='white',\n", + " colormap=\"Oranges\").generate(neutral_words)\n", + "\n", + "pro_frequency.tail()" + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "id": "01cebdc5", + "metadata": {}, + "source": [ + "### EDA" + ] + }, + { + "cell_type": "code", + "execution_count": 64, + "id": "f057b69e", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "sentiment 0\n", + "message 0\n", + "length 0\n", + "tokenized 0\n", + "pos_tags 0\n", + "lemmatized 0\n", + "dtype: int64" + ] + }, + "execution_count": 64, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# Checking for Missing Values\n", + "df.isnull().sum()" + ] + }, + { + "cell_type": "code", + "execution_count": 65, + "id": "16fad51e", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Percentage of duplicated tweets in train data:\n", + "10.05 %\n" + ] + } + ], + "source": [ + "# check for duplicates\n", + "dup_tweets = round((1-(df['message'].nunique()/len(df['message'])))*100,2)\n", + "print('Percentage of duplicated tweets in train data:')\n", + "print(dup_tweets,'%')" + ] + }, + { + "cell_type": "code", + "execution_count": 66, + "id": "bcab85cf", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Number of tweets per sentiment class\n" + ] + }, + { + "data": { + "text/plain": [ + "sentiment\n", + "Pro 8530\n", + "News 3640\n", + "Neutral 2353\n", + "Anti 1296\n", + "Name: count, dtype: int64" + ] + }, + "execution_count": 66, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# Target variable analysis\n", + "print('Number of tweets per sentiment class')\n", + "df['sentiment'].replace({-1: 'Anti',0:'Neutral',1:'Pro',2:'News'}).value_counts()" + ] + }, + { + "cell_type": "code", + "execution_count": 67, + "id": "6ae7a8cd", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "counts = df[\"sentiment\"].value_counts()\n", + "plt.bar(range(len(counts)), counts)\n", + "plt.xticks([0, 1, 2, 3], ['Pro', 'News', 'Neutral', 'Anti'])\n", + "\n", + "\n", + "plt.ylabel(\"Total per class\")\n", + "plt.xlabel(\"Sentiment Classes\")\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 68, + "id": "b1eea8ed", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "iVBORw0KGgoAAAANSUhEUgAAAjsAAAHFCAYAAAAUpjivAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMiwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy8qNh9FAAAACXBIWXMAAA9hAAAPYQGoP6dpAABRVUlEQVR4nO3deVxU9f4/8NdhmwFlUZB9BOy6Ju67NwU1EdNcUxNNb9pyc8mFX2VaYqlUN9OuVrebJqm4ZLlnIm6YiYZbmnX9qinCDdRMGFEYgfn8/vBycmSV2ee8no/HPB7MeX/mnPdxhHnNWSUhhAARERGRg3KydgNERERE5sSwQ0RERA6NYYeIiIgcGsMOEREROTSGHSIiInJoDDtERETk0Bh2iIiIyKEx7BAREZFDY9ghIiIih8awQ1QFSZJq9Dhw4IC1W8XHH3+MpKSkGo8PDw/H+PHjzdbPw1q4cCG2bNlSbnpSUhIkScKxY8dqPe+lS5fiL3/5C9zc3CBJEvLy8mrfqI0KDw/HgAEDzL4MW/o/Q1RTLtZugMiWpaenGzx/++23sX//fuzbt89geosWLSzZVoU+/vhj+Pn52e2H0cKFCzF8+HAMHjzYpPM9deoUpk6diokTJ2LcuHFwcXGBp6enSZdBRLaNYYeoCl26dDF43qBBAzg5OZWbTrbr7NmzAIDnnnsOnTp1Msk879y5Aw8PD5PMi4jMj7uxiIzw1FNP4dFHHzWYNnDgQEiShI0bN8rTTpw4AUmSsH37dnlabm4uXnjhBYSGhsLNzQ0RERGYN28eSkpKDOZ39+5dzJ8/H82aNYNKpUKDBg3wt7/9DdevX5fHhIeH4+zZs0hLS5N3rYWHhz/0+mi1WsTHxyMiIgJubm4ICQnBtGnTcPv2bYNxkiRh8uTJWL16NZo3bw4PDw+0bt0aO3bsKDfPrVu3olWrVlCpVGjUqBE+/PBDJCQkQJIkg/ndvn0bX3zxhdx/VFSUwXxu3bqFv//97/Dz84Ovry+GDh2K3377rcr1iYqKwpgxYwAAnTt3hiRJBlu+Pv/8c7Ru3RpqtRr169fHkCFD8MsvvxjMY/z48ahbty7OnDmDvn37wtPTE717965yuefPn8fo0aPh7+8PlUqF5s2b46OPPjIYU1RUhJkzZ6JNmzbw9vZG/fr10bVrV2zdurXc/PR6PZYuXYo2bdrA3d0dPj4+6NKlC7Zt21Zu7K5du9CuXTu4u7ujWbNm+Pzzz6vstYxOp8Nbb72F5s2bQ61Ww9fXF9HR0Th8+HClr3mYddi4cSM6d+4Mb29veHh4oFGjRnj22WcN1nH+/Plo2rSpvI6tWrXChx9+WKP+iaokiKjGxo0bJ+rUqSM//9e//iUAiN9++00IIURxcbHw9PQU7u7u4rnnnpPHvfvuu8LFxUVotVohhBA5OTlCo9GIsLAw8emnn4o9e/aIt99+W6hUKjF+/Hj5daWlpaJfv36iTp06Yt68eSI1NVUsX75chISEiBYtWog7d+4IIYQ4ceKEaNSokWjbtq1IT08X6enp4sSJE1WuS1hYmBg3bpz8/Pbt26JNmzbCz89PfPDBB2LPnj3iww8/FN7e3qJXr15Cr9fLYwGI8PBw0alTJ/Hll1+KnTt3iqioKOHi4iIuXrwoj/v222+Fk5OTiIqKEps3bxYbN24UnTt3FuHh4eL+Pz/p6enC3d1d9O/fX+7/7NmzQgghVq5cKQCIRo0aiSlTpoiUlBSxfPlyUa9ePREdHV3lOp49e1bMmTNHABArV64U6enp4sKFC0IIIRYuXCgAiKefflp88803YtWqVaJRo0bC29tb/N///Z/Be+7q6irCw8NFYmKi2Lt3r0hJSalymd7e3iIyMlKsWrVK7N69W8ycOVM4OTmJhIQEeVxeXp4YP368WL16tdi3b5/YtWuXiI+PF05OTuKLL74wmOfYsWOFJEli4sSJYuvWreLbb78VCxYsEB9++KHB+xkaGipatGghVq1aJVJSUsRTTz0lAIi0tLQq/52Ki4tFdHS0cHFxEfHx8WLnzp1i27Zt4vXXXxfr1q0zWMb9/2dqug6HDx8WkiSJUaNGiZ07d4p9+/aJlStXirFjx8pjEhMThbOzs5g7d67Yu3ev2LVrl1iyZInBvxlRbTHsED2EB8POhQsXBACxatUqIYQQhw4dEgDEK6+8IiIiIuRxjz/+uOjWrZv8/IUXXhB169YVmZmZBvN///33BQD5g37dunUCgPj6668NxmVkZAgA4uOPP5anPfroo6Jnz541XpcHP7gSExOFk5OTyMjIMBj31VdfCQBi586d8jQAIiAgQA5vQgiRm5srnJycRGJiojytY8eOQqPRCJ1OJ0+7deuW8PX1FQ9+16pTp45BP2XKws5LL71kMP29994TAEROTk6V61n2+vvX6+bNm3K4ut+VK1eESqUSo0ePlqeNGzdOABCff/55lcspExMTI0JDQ0V+fr7B9MmTJwu1Wi3++OOPCl9XUlIiiouLxYQJE0Tbtm3l6QcPHhQAxOzZs6tcblhYmFCr1Qb/pwoLC0X9+vXFCy+8UOVrV61aJQCIzz77rNplVPQeVbcOZf+v8/LyKn3tgAEDRJs2bapcPlFtcTcWkREeeeQRhIeHY8+ePQCA1NRUREZGYsyYMbh06RIuXrwInU6HQ4cOoU+fPvLrduzYgejoaAQHB6OkpER+xMbGAgDS0tLkcT4+Phg4cKDBuDZt2iAwMNCkZ4Ht2LEDLVu2RJs2bQyWFRMTU+EZZ9HR0QYH+gYEBMDf3x+ZmZkAgNu3b+PYsWMYPHgw3Nzc5HF169bFwIEDH7q/J5980uB5q1atAEBe3sNIT09HYWFhuYO5NRoNevXqhb1795Z7zbBhw6qdb1FREfbu3YshQ4bAw8PD4N+xf//+KCoqwpEjR+TxGzduRPfu3VG3bl24uLjA1dUVK1asMNiV9u233wIAJk2aVO3y27Rpg4YNG8rP1Wo1mjRpUu2/0bfffgu1Wm2wW6mmarIOHTt2BACMGDECX375Jf773/+Wm0+nTp3w448/4qWXXkJKSgq0Wu1D90JUGYYdIiP17t1b/nDcs2cPHn/8cURGRiIgIAB79uzB999/j8LCQoOwc/XqVWzfvh2urq4Gj7Ljf37//Xd5XF5eHtzc3MqNzc3NlceZwtWrV3H69Olyy/H09IQQotyyfH19y81DpVKhsLAQAHDz5k0IIRAQEFBuXEXTqvPg8lQqFQDIy3sYN27cAAAEBQWVqwUHB8v1Mh4eHvDy8qrRfEtKSrB06dJy/479+/cH8Od7u2nTJowYMQIhISFYs2YN0tPTkZGRgWeffRZFRUXyPK9fvw5nZ2cEBgZWu/zq3pPKXL9+HcHBwXByeriPhJquQ48ePbBlyxaUlJTgmWeeQWhoKFq2bIl169bJY2bNmoX3338fR44cQWxsLHx9fdG7d2+jLjlAVIZnYxEZqXfv3lixYgV++OEHHD16FHPmzAEA9OrVC6mpqcjMzETdunUNzuDy8/NDq1atsGDBggrnGRwcLI/z9fXFrl27KhxnylOo/fz84O7uXukBrX5+fg81v3r16kGSJFy9erVcLTc3t1Y9mkpZKMjJySlX++2338qt6/0HU1elXr16cHZ2xtixYyvdEhMREQEAWLNmDSIiIrBhwwaD+et0OoPxDRo0QGlpKXJzcysMZ6bQoEEDHDp0CHq9/qECT03XAQAGDRqEQYMGQafT4ciRI0hMTMTo0aMRHh6Orl27wsXFBTNmzMCMGTOQl5eHPXv24PXXX0dMTAyysrJ49hsZhWGHyEi9e/eGJEl444034OTkhB49egAA+vTpg//3//4fMjMz0aNHD7i6usqvGTBgAHbu3IlHHnkE9erVq3TeAwYMwPr161FaWorOnTtX2UdNvsFXZcCAAVi4cCF8fX3lD2Rj1KlTBx06dMCWLVvw/vvvy7uyCgoKKjxry9j+H0bXrl3h7u6ONWvW4KmnnpKnZ2dnY9++fRg+fHit5uvh4YHo6GicPHkSrVq1Mth99yBJkuSLHJbJzc0tdyZTbGwsEhMT8cknn+Ctt96qVV/ViY2Nxbp165CUlPRQu7Jqug73U6lU6NmzJ3x8fJCSkoKTJ0+ia9euBmN8fHwwfPhw/Pe//8W0adNw+fJlm7iWFdkvhh0iI/n7+6Nly5bYvXs3oqOj5W+gffr0wR9//IE//vgDH3zwgcFr3nrrLaSmpqJbt26YOnUqmjZtiqKiIly+fBk7d+7Ev/71L4SGhmLUqFFITk5G//798fLLL6NTp05wdXVFdnY29u/fj0GDBmHIkCEAgMjISKxfvx4bNmxAo0aNoFarERkZWeP1mDZtGr7++mv06NED06dPR6tWraDX63HlyhXs3r0bM2fOrDZwPeitt97CE088gZiYGLz88ssoLS3FP/7xD9StWxd//PGHwdjIyEgcOHAA27dvR1BQEDw9PdG0adOHWl5N+fj44I033sDrr7+OZ555Bk8//TRu3LiBefPmQa1WY+7cubWe94cffoi//vWveOyxx/D3v/8d4eHhuHXrFi5cuIDt27fLF6QcMGAANm3ahJdeegnDhw9HVlYW3n77bQQFBeH8+fPy/B577DGMHTsW8+fPx9WrVzFgwACoVCqcPHkSHh4emDJlitH/Hk8//TRWrlyJF198EefOnUN0dDT0ej2OHj2K5s2bY9SoURW+rqbr8OabbyI7Oxu9e/dGaGgo8vLy8OGHH8LV1RU9e/YEcO+SDS1btkSHDh3QoEEDZGZmYsmSJQgLC0Pjxo2NXkdSOGsfIU1kTx48G6vM9OnTBQCxYMECg+mNGzcWAMTp06fLveb69eti6tSpIiIiQri6uor69euL9u3bi9mzZ4uCggJ5XHFxsXj//fdF69athVqtFnXr1hXNmjUTL7zwgjh//rw87vLly6Jv377C09NTABBhYWFVrktFZ9YUFBSIOXPmiKZNmwo3Nzf5FOrp06eL3NxceRwAMWnSpBrNc/PmzSIyMlK4ubmJhg0binfeeUdMnTpV1KtXz2DcqVOnRPfu3YWHh4cAIJ9ZVtHZVEIIsX//fgFA7N+/v8r1rOz1QgixfPly0apVK3ldBw0aJJ8JV6ay97wqly5dEs8++6wICQkRrq6uokGDBqJbt25i/vz5BuPeeecdER4eLlQqlWjevLn47LPPxNy5c8udqVZaWioWL14sWrZsKffatWtXsX37dnlMWFiYeOKJJ8r10rNnzxqdpVdYWCjefPNN0bhxY+Hm5iZ8fX1Fr169xOHDhw2W8eD7W5N12LFjh4iNjRUhISHCzc1N+Pv7i/79+4vvvvtOHrNo0SLRrVs34efnJ/9fmTBhgrh8+XK1vRNVRxJCCGsFLSJSnuLiYrRp0wYhISHYvXu3tdshIgXgbiwiMqsJEybg8ccfR1BQEHJzc/Gvf/0Lv/zyC6+MS0QWw7BDRGZ169YtxMfH4/r163B1dUW7du2wc+dOg1PxiYjMibuxiIiIyKHxooJERETk0Bh2iIiIyKEx7BAREZFD4wHKAPR6PX777Td4enrW+LLwREREZF1CCNy6davae7sx7ODevXA0Go212yAiIqJayMrKQmhoaKV1hh38eTPFrKysGt3ZmIiIiKxPq9VCo9FUe1Nkhh38eUdjLy8vhh0iIiI7U90hKDxAmYiIiBwaww4RERE5NIYdIiIicmgMO0REROTQGHaIiIjIoTHsEBERkUNj2CEiIiKHxrBDREREDo1hh4iIiBwaw46Cff/993jqqafw/fffW7sVIiIis2HYUaiioiIsWrQIV69exaJFi1BUVGTtloiIiMyCYUeh1qxZgxs3bgAAbty4geTkZCt3REREZB4MOwqUnZ2N5ORkCCEAAEIIJCcnIzs728qdERERmR7DjsIIIbB48WI56JTR6/UVTiciIrJ3DDsKk5mZiYyMDOj1eoPper0eGRkZyMzMtFJnRERE5sGwozBhYWGIjIyssNaqVSuEhYVZuCMiIiLzYthRIEmSrN0CERGRxTDsKExmZiZOnz5dYe306dPcjUVERA6HYUdhwsLC0LFjRzg5Gb71zs7O6NSpE3djERGRw2HYURhJkjB9+vRyu7Iqm05ERGTvGHYUKDQ0FHFxcXKwkSQJcXFxCAkJsXJnREREpsewo1BjxoyBr68vAMDPzw9xcXFW7oiIiMg8GHYUSq1WY+bMmQgICMCMGTOgVqut3RIREZFZWDXsJCYmomPHjvD09IS/vz8GDx6Mc+fOGYwRQiAhIQHBwcFwd3dHVFQUzp49azBGp9NhypQp8PPzQ506dfDkk0/y1gc10L17d2zcuBHdu3e3ditERERmY9Wwk5aWhkmTJuHIkSNITU1FSUkJ+vbti9u3b8tj3nvvPXzwwQdYtmwZMjIyEBgYiMcffxy3bt2Sx0ybNg2bN2/G+vXrcejQIRQUFGDAgAEoLS21xmoRERGRDZGEDd0M6fr16/D390daWhp69OgBIQSCg4Mxbdo0vPrqqwDubcUJCAjAu+++ixdeeAH5+flo0KABVq9ejZEjRwIAfvvtN2g0GuzcuRMxMTHVLler1cLb2xv5+fnw8vIy6zoSERGRadT089umjtnJz88HANSvXx8AcOnSJeTm5qJv377yGJVKhZ49e+Lw4cMAgOPHj6O4uNhgTHBwMFq2bCmPoYp9//33eOqpp/D9999buxUiIiKzsZmwI4TAjBkz8Ne//hUtW7YEAOTm5gIAAgICDMYGBATItdzcXLi5uaFevXqVjnmQTqeDVqs1eChNUVERFi1ahKtXr2LRokUoKiqydktERERmYTNhZ/LkyTh9+jTWrVtXrvbghe6EENVe/K6qMYmJifD29pYfGo2m9o3bqTVr1uDGjRsAgBs3biA5OdnKHREREZmHTYSdKVOmYNu2bdi/fz9CQ0Pl6YGBgQBQbgvNtWvX5K09gYGBuHv3Lm7evFnpmAfNmjUL+fn58iMrK8uUq2PzsrOzkZycjLLDtYQQSE5O5hlsRETkkKwadoQQmDx5MjZt2oR9+/YhIiLCoB4REYHAwECkpqbK0+7evYu0tDR069YNANC+fXu4uroajMnJycFPP/0kj3mQSqWCl5eXwUMphBBYvHhxpdNt6Hh1IiIik3Cx5sInTZqEtWvXYuvWrfD09JS34Hh7e8Pd3R2SJGHatGlYuHAhGjdujMaNG2PhwoXw8PDA6NGj5bETJkzAzJkz4evri/r16yM+Ph6RkZHo06ePNVfPJmVmZiIjI6Pc9NLSUmRkZCAzMxPh4eGWb4yIiMhMrBp2PvnkEwBAVFSUwfSVK1di/PjxAIBXXnkFhYWFeOmll3Dz5k107twZu3fvhqenpzx+8eLFcHFxwYgRI1BYWIjevXsjKSkJzs7OlloVu1F21/MTJ04YXIfI2dkZ7du3513PiYjI4djUdXasRWnX2cnOzsbYsWMNwo6LiwtWr17Nm4ESEZHdsMvr7JBl8K7nRESkJAw7CsW7nhMRkVIw7CgU73pORERKwWN2oLxjdoiIiBwBj9khIiIiAsMOEREROTiGHSIiInJoDDtERETk0Bh2iIiIyKEx7BAREZFDY9ghIiIih8awo2DLly9HVFQUli9fbu1WiIiIzIZhR6Hy8vKwZs0a6PV6rFmzBnl5edZuiYiIyCwYdhRq9uzZ0Ov1AAC9Xo85c+ZYuSMiIiLzYNhRoGPHjuHMmTMG006fPo1jx45ZqSMiIiLzYdhRGL1ej4SEhAprCQkJ8tYeIiIiR8GwozDp6enQarUV1rRaLdLT0y3cERERkXkx7ChM165dK70zrLe3N7p27WrhjoiIiMyLYUdhnJycKt2NNW/ePDg58b8EERE5Fn6yKVCHDh0QGRlpMK1Vq1Zo166dlToiIiIyH4YdhVqwYIG8FcfJyQnz58+3ckdERETmwbCjUD4+PhgzZgycnJwwZswY+Pj4WLslIiIis5CEEMLaTVibVquFt7c38vPzKz14l4iIiGxLTT+/uWVHwXhvLCIiUgKGHYXivbGIiEgpGHYUivfGIiIipWDYUSDeG4uIiJSEYUdheG8sIiJSGoYdheG9sYiISGkYdhSmS5cucHZ2rrDm4uKCLl26WLgjIiIi82LYUZisrCyUlpZWWCspKUFWVpaFOyIiIjIvhh2FCQsLQ8eOHSusderUCWFhYRbuiIiIyLwYdhRGkiQ8/fTTFdaefvppSJJk4Y6IiIjMy6ph5+DBgxg4cCCCg4MhSRK2bNliUJckqcLHP/7xD3lMVFRUufqoUaMsvCb2QwiBdevWlQs1kiRh7dq14N1DiIjI0Vg17Ny+fRutW7fGsmXLKqzn5OQYPD7//HNIkoRhw4YZjHvuuecMxn366aeWaN8uZWZmIiMjo1yoEUIgIyMDmZmZVuqMiIjIPFysufDY2FjExsZWWg8MDDR4vnXrVkRHR6NRo0YG0z08PMqNpYqVHbNz4sQJgwOVnZ2d0b59ex6zQ0REDsdujtm5evUqvvnmG0yYMKFcLTk5GX5+fnj00UcRHx+PW7duVTkvnU4HrVZr8FAKSZIwffr0SqfzmB0iInI0Vt2y8zC++OILeHp6YujQoQbT4+LiEBERgcDAQPz000+YNWsWfvzxR6SmplY6r8TERMybN8/cLdus0NBQxMXFYfXq1RBCQJIkxMXFISQkxNqtETk8IQSKiorMvgydTgcAUKlUZv8So1ar+UWJbJokbOSIVEmSsHnzZgwePLjCerNmzfD4449j6dKlVc7n+PHj6NChA44fP4527dpVOEan08l/CIB7Vw7WaDTIz8+Hl5dXrdfBnuTl5WHw4MHQ6/VwcnLCli1b4OPjY+22iBxeYWEhYmJirN2GSaWkpMDd3d3abZACabVaeHt7V/v5bRe7sb777jucO3cOEydOrHZsu3bt4OrqivPnz1c6RqVSwcvLy+ChNF999ZXBXc+//vprK3dERERkHnaxG2vFihVo3749WrduXe3Ys2fPori4GEFBQRbozD5lZ2cjOTnZYFpycjJiYmIQGhpqpa6IlEGtViMlJcWsyygqKsKgQYMA3DuxQ61Wm3V55p4/kbGsGnYKCgpw4cIF+fmlS5dw6tQp1K9fHw0bNgRwbxPVxo0bsWjRonKvv3jxIpKTk9G/f3/4+fnh559/xsyZM9G2bVt0797dYuthT4QQWLx4caXT33//fe57JzIjSZIsustHrVZzFxMpnlV3Yx07dgxt27ZF27ZtAQAzZsxA27Zt8eabb8pj1q9fDyFEhVf9dXNzw969exETE4OmTZti6tSp6Nu3L/bs2VPpzS6Vruw6Ow/eH6u0tJTX2SEiIodk1S07UVFR1V6x9/nnn8fzzz9fYU2j0SAtLc0crTksXmeHiIiUxi4OUCbT4XV2iIhIaRh2FKjsOjtlwYbX2SEiIkfGsKNQY8aMkQ9adHd3R1xcnJU7IiIiMg+GHYUqKipCYWEhgHsXOTP3FV2JiIishWFHoWbPni0fHC6EwJw5c6zcERERkXkw7CjQsWPHcObMGYNpp0+fxrFjx6zUERERkfkw7CiMXq9HQkJChbWEhAT5FhJERESOwi5uF0Gmk56eDq1WW2FNq9UiPT2dV5+2MN4Fm8hx8ffbNjDs2CBz/nK0adMGXl5eFQYeLy8vtGnTRj5w2ZTs8ZfDUoqKingXbCIHxd9v28CwY4Os9cuh1WoRGxtrlnnb4y8HERE5BoYdIivjXbCJHBd/v20Dw44NssQvx7Vr1zB27FgAgJOTE9avXw9vb2+zLc8efzkshXfBJnJc/P22DQw7NsgSvxz+/v7yz6NGjUJgYKBZl0dERGQtPPWcMG7cOGu3QEREZDYMO0REROTQGHaIiIjIoTHsEBERkUNj2CEiIiKHxrBDREREDo1hh4iIiBwaww4RERE5NIYdIiIicmgMO0REROTQGHaIiIjIoTHsEBERkUNj2CEiIiKHxrBDREREDo1hh4iIiBwaww4RERE5NIYdIiIicmgMO0REROTQGHaIiIjIoVk17Bw8eBADBw5EcHAwJEnCli1bDOrjx4+HJEkGjy5duhiM0el0mDJlCvz8/FCnTh08+eSTyM7OtuBaEBERkS2zati5ffs2WrdujWXLllU6pl+/fsjJyZEfO3fuNKhPmzYNmzdvxvr163Ho0CEUFBRgwIABKC0tNXf7REREZAdcrLnw2NhYxMbGVjlGpVIhMDCwwlp+fj5WrFiB1atXo0+fPgCANWvWQKPRYM+ePYiJiTF5z0RERGRfbP6YnQMHDsDf3x9NmjTBc889h2vXrsm148ePo7i4GH379pWnBQcHo2XLljh8+HCl89TpdNBqtQYPIiIickw2HXZiY2ORnJyMffv2YdGiRcjIyECvXr2g0+kAALm5uXBzc0O9evUMXhcQEIDc3NxK55uYmAhvb2/5odFozLoeREREZD1W3Y1VnZEjR8o/t2zZEh06dEBYWBi++eYbDB06tNLXCSEgSVKl9VmzZmHGjBnyc61Wy8BDRETkoGx6y86DgoKCEBYWhvPnzwMAAgMDcffuXdy8edNg3LVr1xAQEFDpfFQqFby8vAweRERE5JjsKuzcuHEDWVlZCAoKAgC0b98erq6uSE1Nlcfk5OTgp59+Qrdu3azVJhEREdkQq+7GKigowIULF+Tnly5dwqlTp1C/fn3Ur18fCQkJGDZsGIKCgnD58mW8/vrr8PPzw5AhQwAA3t7emDBhAmbOnAlfX1/Ur18f8fHxiIyMlM/OIiIiImWzatg5duwYoqOj5edlx9GMGzcOn3zyCc6cOYNVq1YhLy8PQUFBiI6OxoYNG+Dp6Sm/ZvHixXBxccGIESNQWFiI3r17IykpCc7OzhZfHyIiIrI9Vg07UVFREEJUWk9JSal2Hmq1GkuXLsXSpUtN2RoRERE5CLs6ZoeIiIjoYTHsEBERkUNj2CEiIiKHxrBDREREDo1hh4iIiBwaww4RERE5NIYdIiIicmgMO0REROTQGHaIiIjIoVn1Csr2SAiBoqIia7dhtPvXwRHWB7h3NW1JkqzdBhHZCf49t12m/nvOsPOQioqKEBMTY+02TGrQoEHWbsEkUlJS4O7ubu02yI7xw892mePLDP+e2y5T/z1n2CEi+h9++NkufpkhYzDsGOF2uzjAyU7/CYUA9CX3fnZyAex194++BHVOJFu7CyKyc68CcLN2E7UkABT/72dXAHb61xx3Abxrpnnb6Se1jXByAZxdrd2FEez1V5vI/EoHltrvX0gBoPR/PzvDfj/9SgDn7c4WWZQbADe7/YcCVNZuwCSE2eZsr7/KViPEfW9GaXHlA8ky7nsPDN4bE+ExHLbL7Aeku8C+/0La8/cwIhOz519lq9DpdPLPdU6utWIn9CCdTgcPDw+TzpPHcNguHsNBRDXF6+wQERGRQ+OWnYekUv25Z/R229F2fsyOAygtlrew3f/emMNHPfKgcjbfPmVzEgK4q7/3s5uT/R6PriuVMOmgj7XbIAdx/67vu/emWKsVQtl7cI+pD0tg2HlIBscIOLsy7NgQc19QUOUsoLbMsZJm4Rg7fPhhRKZz/2EJ5joLiGrH1IclcDcWEREROTRu2SEiIkW6f9e3PV9nx1Hcf50dUx+WwLBDRESKdP+ub3u/zo5j+HM3takPS+BuLCIiInJoDDtERETk0Bh2iIiIyKEx7BAREZFDY9ghIiIih8awQ0RERA6NYYeIiIgcGsMOEREROTSGHSIiInJoDDtERETk0Kwadg4ePIiBAwciODgYkiRhy5Ytcq24uBivvvoqIiMjUadOHQQHB+OZZ57Bb7/9ZjCPqKgoSJJk8Bg1apSF14SIiIhslVXDzu3bt9G6dWssW7asXO3OnTs4ceIE3njjDZw4cQKbNm3C//3f/+HJJ58sN/a5555DTk6O/Pj0008t0T4RERHZAaveCDQ2NhaxsbEV1ry9vZGammowbenSpejUqROuXLmChg0bytM9PDwQGBho1l6JiIjIPtnVMTv5+fmQJAk+Pj4G05OTk+Hn54dHH30U8fHxuHXrlnUaJCIiIptj1S07D6OoqAivvfYaRo8eDS8vL3l6XFwcIiIiEBgYiJ9++gmzZs3Cjz/+WG6r0P10Oh10Op38XKvVmrV3IrIPQog/n5RYrw/6n/veA4P3hugh2UXYKS4uxqhRo6DX6/Hxxx8b1J577jn555YtW6Jx48bo0KEDTpw4gXbt2lU4v8TERMybN8+sPROR/bn/S5DzdmcrdkIP0ul08PDwsHYbZKdsPuwUFxdjxIgRuHTpEvbt22ewVaci7dq1g6urK86fP19p2Jk1axZmzJghP9dqtdBoNA/fnN6Ov/oJ8Wf/Ti6AJFm3n9oy83tw/7dJXalZF0U1cP97wG/6RFRTNh12yoLO+fPnsX//fvj6+lb7mrNnz6K4uBhBQUGVjlGpVFCpVEb3V+dEstHzINt2/zf9SQfrWbETepA5vunf/3ehdGCpjf+FVICSP7ewmeJvNimXVX+VCwoKcOHCBfn5pUuXcOrUKdSvXx/BwcEYPnw4Tpw4gR07dqC0tBS5ubkAgPr168PNzQ0XL15EcnIy+vfvDz8/P/z888+YOXMm2rZti+7du1trtYjITkn3b+F0AcOODZHsdesz2QSr/iofO3YM0dHR8vOyXUvjxo1DQkICtm3bBgBo06aNwev279+PqKgouLm5Ye/evfjwww9RUFAAjUaDJ554AnPnzoWzs3n2t6vVaqSkpJhl3pZUVFSEQYMGAQC2bt0KtVpt5Y6MZ451uP/b5Ec9bkLFwzisSlf65xY2ftMnopoyKuzcvXsX165dg16vN5h+/zVwqhIVFVXlfvfq9slrNBqkpaXVaFmmIkkS3N3dLbpMc1Or1Q63TqZy/7dJlTOgZtixGfymT0Q1Vauwc/78eTz77LM4fPiwwXQhBCRJQmkpj+QkIiIi21CrsDN+/Hi4uLhgx44dCAoK4jcsIiIislm1CjunTp3C8ePH0axZM1P3Q0RERGRStbpdRIsWLfD777+buhciIiIik6tx2NFqtfLj3XffxSuvvIIDBw7gxo0bBjXeeoGIiIhsSY13Y/n4+BgcmyOEQO/evQ3G8ABlIiIisjU1Djv79+83Zx9EREREZlHjsNOzZ0/55ytXrkCj0ZQ7C0sIgaysLNN1R0RERGSkWh2gHBERgevXr5eb/scffyAiIsLopoiIiIhMpVZhp+zYnAcVFBQ4xG0HiIiIyHE81HV2yu5dJUkS3njjDYM7DpeWluLo0aPl7mNFREREZE0PFXZOnjwJ4N6WnTNnzsDNzU2uubm5oXXr1oiPjzdth0RERGZ2FwBQ9f0YbZUAUPy/n10B2Os9De6acd4PFXbKzsj629/+hg8//BBeXl5maYqIiMiS3rV2A2RWtbpdxMqVK03dBxEREZFZ1CrsDB06tMLpkiRBrVbjL3/5C0aPHo2mTZsa1RwREZG5qNVqpKSkWLsNoxUVFWHQoEEAgK1btzrEiUKmXodahR0vLy9s2bIFPj4+aN++PYQQOHnyJPLy8tC3b19s2LAB7777Lvbu3Yvu3bubtGEiIiJTkCQJ7u7u1m7DpNRqtcOtkynUKuwEBgZi9OjRWLZsGZyc7p29rtfr8fLLL8PT0xPr16/Hiy++iFdffRWHDh0yacNERERED6NW19lZsWIFpk2bJgcdAHBycsKUKVPw73//G5IkYfLkyfjpp59M1igRERFRbdQq7JSUlOA///lPuen/+c9/5JuAqtXqCi88SERERGRJtdqNNXbsWEyYMAGvv/46OnbsCEmS8MMPP2DhwoV45plnAABpaWl49NFHTdosERER0cOqVdhZvHgxAgIC8N577+Hq1asAgICAAEyfPh2vvvoqAKBv377o16+f6TolIiIiqoVahR1nZ2fMnj0bs2fPhlarBYByFxhs2LCh8d0R2RBdqQS7vcKqAO7q7/3s5gTY6x7me+8BEdHDqVXYuR+vokxKMemgj7VbICKiWqjVAcpXr17F2LFjERwcDBcXFzg7Oxs8iIiIiGxFrbbsjB8/HleuXMEbb7yBoKAgnnVFDotXWLVdjrAORGQZtQo7hw4dwnfffYc2bdqYuB0i28IrrBIR2b9a7cbSaDQQwj4P1CQiIiJlqVXYWbJkCV577TVcvnzZxO0QERERmVatdmONHDkSd+7cwSOPPAIPDw+4uroa1P/44w+TNEdERERkrFqFnSVLlpi4DSIiIiLzqFXYGTdunKn7ICIiIjKLWh2zAwAXL17EnDlz8PTTT+PatWsAgF27duHs2bMma46IiIjIWLUKO2lpaYiMjMTRo0exadMmFBQUAABOnz6NuXPnmrRBIiIiImPUKuy89tprmD9/PlJTU+Hm5iZPj46ORnp6eo3nc/DgQQwcOBDBwcGQJAlbtmwxqAshkJCQgODgYLi7uyMqKqrcliOdTocpU6bAz88PderUwZNPPons7OzarBYRERE5oFqFnTNnzmDIkCHlpjdo0AA3btyo8Xxu376N1q1bY9myZRXW33vvPXzwwQdYtmwZMjIyEBgYiMcffxy3bt2Sx0ybNg2bN2/G+vXrcejQIRQUFGDAgAEoLS19+BUjIiIih1OrA5R9fHyQk5ODiIgIg+knT55ESEhIjecTGxuL2NjYCmtCCCxZsgSzZ8/G0KFDAQBffPEFAgICsHbtWrzwwgvIz8/HihUrsHr1avTp0wcAsGbNGmg0GuzZswcxMTG1WT0iIiJyILXasjN69Gi8+uqryM3NhSRJ0Ov1+P777xEfH49nnnnGJI1dunQJubm56Nu3rzxNpVKhZ8+eOHz4MADg+PHjKC4uNhgTHByMli1bymMqotPpoNVqDR5ERETkmGoVdhYsWICGDRsiJCQEBQUFaNGiBR577DF069YNc+bMMUljubm5AICAgACD6QEBAXItNzcXbm5uqFevXqVjKpKYmAhvb2/5odFoTNKzveIWMCIicmS12o3l6uqK5ORkvP322zhx4gT0ej3atm2Lxo0bm7q/cndUF0JUe5f16sbMmjULM2bMkJ9rtVqbCjxCCBQVFZl1Ga+88orB85dffhnvvPOO2ZanVqurfd+IiIjMocZh5/5wUJEjR47IP3/wwQe17+h/AgMDAdzbehMUFCRPv3btmry1JzAwEHfv3sXNmzcNtu5cu3YN3bp1q3TeKpUKKpXK6B7NpaioyOJbW06ePGnWZaakpPBO20REZBU1DjsnT56s0ThTfXuPiIhAYGAgUlNT0bZtWwDA3bt3kZaWhnfffRcA0L59e7i6uiI1NRUjRowAAOTk5OCnn37Ce++9Z5I+iIiIyL7VOOzs37/f5AsvKCjAhQsX5OeXLl3CqVOnUL9+fTRs2BDTpk3DwoUL0bhxYzRu3BgLFy6Eh4cHRo8eDQDw9vbGhAkTMHPmTPj6+qJ+/fqIj49HZGSkfHaWPVKr1UhJSTHLvLOysjBx4sRK68uXLzfLLj21Wm3yeRIREdVErY7ZMZVjx44hOjpafl62q2zcuHFISkrCK6+8gsLCQrz00ku4efMmOnfujN27d8PT01N+zeLFi+Hi4oIRI0agsLAQvXv3RlJSEpydnS2+PqYiSZLZdvlUFXTK6gcPHjTLsomIiKzBqmEnKioKQohK65IkISEhAQkJCZWOUavVWLp0KZYuXWqGDh3PvHnzqrylx7x58yzYDRERkfnV+kagZJ+qu3cZ721GRESOhmFHYd566y2j6kRERPaGYUdh3nzzTaPqRERE9oZhh4iIiBwaw47CVHWwd03qRERE9oZhR2EYdoiISGkYdhRm4cKFRtWJiIjsDcOOwrz++utG1YmIiOwNw47CVHfPMN5TjIiIHA3DjsK88sorRtWJiIjsDcOOwri6uhpVJyIisjcMOwrz0UcfGVUnIiKyNww7CvP8888bVSciIrI3DDsKs3jxYqPqRERE9oZhR2GmT59uVJ2IiMjeMOwQERGRQ2PYUZh///vfRtWJiIjsjYu1GyDLmjJlSrX11NRUC3VDZMNKrN2AEQSA0v/97AxAsmIvxrDn94BsCsOOwixevBgvvfRSlXUiApy3O1u7BSIyEe7GUpiqgk5N6kRERPaGW3YUZsmSJZg2bVqVdSKlUqvVSElJsXYbRisqKsKgQYMAAFu3boVarbZyR8ZzhHUg62HYUZiqgk5Z/eDBg5ZphsjGSJIEd3d3a7dhUmq12uHWiehhcTcWEREROTSGHYXhvbGIiEhpGHYUZurUqUbViYiI7A3DjsL885//NKpORERkbxh2FGbSpElG1YmIiOwNw47CLF++3Kg6ERGRvWHYUZia3C6CiIjIkTDsKExhYaFRdSIiInvDsKMwn332mVF1IiIie8OwozCTJ082qk5ERGRvbD7shIeHQ5Kkco+ys4bGjx9frtalSxcrd227uGWHiIiUxubDTkZGBnJycuRHamoqAOCpp56Sx/Tr189gzM6dO63Vrs37+9//blSdiIhs14IFC6zdgk2y+RuBNmjQwOD5O++8g0ceeQQ9e/aUp6lUKgQGBlq6Nbv0z3/+ExMmTKiyTkREpiGEQFFRkVmXkZWVJf988OBBZGZmwt/f32zLU6vVkCTJbPM3B5sPO/e7e/cu1qxZgxkzZhj8Qx84cAD+/v7w8fFBz549sWDBgirfaJ1OB51OJz/XarVm7duWVBV0yuq86zkRkWkUFRUhJibGosscO3asWeefkpICd3d3sy7D1Gx+N9b9tmzZgry8PIwfP16eFhsbi+TkZOzbtw+LFi1CRkYGevXqZRBmHpSYmAhvb2/5odFoLNC9bfDy8jKqTkREZG8kIYSwdhM1FRMTAzc3N2zfvr3SMTk5OQgLC8P69esxdOjQCsdUtGVHo9EgPz/f4T/sc3NzMWLEiErrX375JXcJOqDCwkL526U9fiujh8P323aYczdWaWkpBg4ciNLS0nI1Z2dnbN++Hc7OziZfri3txtJqtfD29q7289tudmNlZmZiz5492LRpU5XjgoKCEBYWhvPnz1c6RqVSQaVSmbpFu1CTe2N9/fXXFuqGiMixSZJktrC5efPmCoMOcC8IpaamYsiQIWZZtr2xm91YK1euhL+/P5544okqx924cQNZWVkICgqyUGf25eOPPzaqTkREtmHAgAFG1ZXELsKOXq/HypUrMW7cOLi4/LkxqqCgAPHx8UhPT8fly5dx4MABDBw4EH5+fkyzleCp50REjuHIkSNG1ZXELsLOnj17cOXKFTz77LMG052dnXHmzBkMGjQITZo0wbhx49CkSROkp6fD09PTSt3atur+XfjvRkRkH65fv25UXUns4pidvn37oqLjqN3d3ZGSkmKFjuzXkiVLMGjQoCrrRERk+/r161fl3+x+/fpZrhkbZxdbdsh05syZY1SdiIhsw5tvvmlUXUkYdhQmMTHRqDoREdmG+fPnG1VXEoYdhVm0aJFRdSIisg25ublG1ZWEYUdhJk+ebFSdiIhsg0ajgZNTxR/jTk5Oiro7QHUYdhRm1KhRRtWJiMg2pKenQ6/XV1jT6/VIT0+3cEe2i2FHYUpKSoyqExER2RuGHYVJTk42qk5ERLahc+fORtWVhGFHYeLj442qk/1bsGCBtVsgIhPYsWOHUXUlYdhRmOouGsiLCjqma9euyT8fPHgQV69etWI3RGQKAwcONKquJHZxBWUynRdeeKHa+tatWy3UDQGAEAJFRUVmXca0adMMnr/00ktYs2aN2ZanVqshSZLZ5k9EQHZ2drX18PBwyzRj4xh2FOazzz7D8OHDq6yTZRUVFSEmJsaiy7x+/bpZl5mSkgJ3d3ezzZ+IgJCQEKPqSsLdWAozffp0o+pERGQbkpKSjKorCbfsKMzvv/9uVJ1MT61Wm+2Gtjt27MDSpUsrrU+ZMgUDBgww+XLVarXJ50lEhpo1a2ZUXUkYdhRm7dq1GDJkSJV1sixJksy2y2fo0KH4+OOPUVpaWq7m4uKCoUOHwtnZ2SzLJiLz6tq1q1F1JeFuLIXZvHmzUXWyL87Ozpg4cWKFteeff55Bh8iOHT161Ki6kjDsKExVByfXpE72RQiBEydOVFjLyMiAEMLCHRGRqXTs2NGoupIw7CjMhAkTjKqTfcnMzERGRkaFtYyMDGRmZlq4IyIylVWrVhlVVxKGHYX597//bVSd7EvDhg3h5eVVYc3LywsNGza0cEdEZCrjxo0zqq4kDDsKU92tAngrAcdy5coVaLXaCmtarRZXrlyxcEdEZCpZWVlG1ZWEYUdhCgoKjKqTfQkLC0NkZGSFtVatWiEsLMzCHRGRqeTk5BhVVxKGHYVZtGiRUXWyP7xtA5Fj6tq1K+rWrVthzdPTk6ee34dhR2E+/fRTo+pkXzIzM3H69OkKa6dPn+YBykR2zMnJqdKLgg4YMABOTvyIL8N/CYV5/vnnjaqTfdFoNJVeS8fZ2RkajcbCHRGRqZSWluLLL7+ssLZhw4YKLyaqVAw7CvPyyy8bVSf7cuTIkUr/4JWWluLIkSMW7oiITGXr1q3Q6/UV1vR6PbZu3WrhjmwXw47CBAUFGVUn+8L3m8hxNWjQwKi6kjDsKMzrr79uVJ3sS3h4ODw8PCqseXh4IDw83LINEZHJ8N5YNcewozD/+Mc/jKqTfbly5Qru3LlTYe3OnTu8zg6RHeO9sWqOYUdhZs2aZVSd7AuvoEzkuDp16mRUXUkYdhTm+PHjRtXJvvAKykSOa8eOHUbVlYRhR2E6dOhgVJ3sC089J3JclV1jp6Z1JWHYUZh//vOfRtXJvvDUcyLHxWN2ao5hR2EqO36jpnWyLzz1nIjIxsNOQkICJEkyeAQGBsp1IQQSEhIQHBwMd3d3REVF4ezZs1bs2PaNGzfOqDrZF556TuS4unTpYlRdSWw67ADAo48+ipycHPlx5swZufbee+/hgw8+wLJly5CRkYHAwEA8/vjjuHXrlhU7tm1r1qwxqk72haeeEzku7saqOZsPOy4uLggMDJQfZVeEFEJgyZIlmD17NoYOHYqWLVviiy++wJ07d7B27Vord227xo4da1Sd7EtYWBg6duxYYa1Tp04ICwuzcEdEZCqdO3c2qq4kNh92zp8/j+DgYERERGDUqFH49ddfAQCXLl1Cbm4u+vbtK49VqVTo2bMnDh8+bK12bd7OnTuNqpN9kSQJ06dPL3dGlouLC6ZPnw5JkqzUGREZi1t2as6mw07nzp2xatUqpKSk4LPPPkNubi66deuGGzduIDc3FwAQEBBg8JqAgAC5VhmdTgetVmvwUIonnnjCqDrZn9DQUIwcOdJg2siRIxESEmKljojIFLp27Yq6detWWKtbty5vF3Efmw47sbGxGDZsGCIjI9GnTx988803AIAvvvhCHvPgN1MhRLXfVhMTE+Ht7S0/lHStEV6EiojIMUiSVOmXltDQUG65vY9Nh50H1alTB5GRkTh//rx8VtaDW3GuXbtWbmvPg2bNmoX8/Hz5kZWVZbaebY1erzeqTvYnOzsbGzZsMJi2YcMGZGdnW6kjIjKFzMxMnDt3rsLaf/7zH2RmZlq4I9tlV2FHp9Phl19+QVBQECIiIhAYGIjU1FS5fvfuXaSlpaFbt25VzkelUsHLy8vgoRQDBw40qk72RQiBxYsXVzpdCGGFrojIFHiF9Jqz6bATHx+PtLQ0XLp0CUePHsXw4cOh1Woxbtw4SJKEadOmYeHChdi8eTN++uknjB8/Hh4eHhg9erS1W7dZq1evNqpO9iUzMxMZGRnlrqJcWlqKjIwMfvMjsmO8QnrN2XTYyc7OxtNPP42mTZti6NChcHNzw5EjR+TTZV955RVMmzYNL730Ejp06ID//ve/2L17Nzw9Pa3cue3iRQWVpezU8we//Tk7O/PUcyI717VrV6jV6gpr7u7uPED5Pi7WbqAq69evr7IuSRISEhKQkJBgmYYcQHXHaWRnZyMiIsJC3ZC5lZ16/uD1k8qm8wBGIvslhMDdu3crrOl0Ou6mvo9Nb9kh0/vvf/9rVJ3sT2hoKOLi4uRgI0kS4uLieOo5kZ3btm1bpSeV6PV6bNu2zcId2S6GHYXp1KmTUXWyT2PGjIGvry8AwM/PD3FxcVbuiIiMNWDAAKPqSsKwozCrVq0yqk72Sa1WY+bMmQgICMCMGTMq3c9PRPbjhx9+MKquJAw7CsMDlJWre/fu2LhxI7p3727tVojIBLp27VrppVO8vb15gPJ9GHYUhsfsEBE5BicnJ0yaNKnC2uTJk+HkxI/4MvyXUJiGDRtW+k3Ay8sLDRs2tHBHRERUG0KISq+N9sUXX/BsrPsw7CjMlStXKr3xqVarxZUrVyzcERER1cavv/5a6eVEsrOz8euvv1q4I9vFsKMwYWFhCA0NrbCm0Wh4kTkiIjuxf/9+o+pKwrCjMKWlpZV+E8jKyqr00uNERGRbHrxY6MPWlYRhR2GSkpKMqhMRkW3YuXOnUXUlYdhRGH4TICJyDE8++WSldz13cXHBk08+aeGObBfDjsLwmwARkWNwdnbGU089VWFtxIgRlQYhJWLYUZiBAwcaVSciItug1+uxY8eOCmtV3TdLiRh2FCYrK8uoOhER2YbDhw+joKCgwlpBQQEOHz5s4Y5sF8MOERGRHQoJCTGqriQMOwoTHh6OVq1aVVhr3bo1wsPDLdsQERHVSnh4OJo2bVphrVmzZvx7fh+GHYWRJAnjx4+vsDZ+/HhIkmTZhoiIqFYkScLcuXMrrM2dO5d/z+/DsKMwQgisW7euwtratWt5LxUiIjsSGhqKYcOGGUwbNmwYd2E9gGFHYTIzM5GRkVFhLSMjA5mZmRbuiIiIjKFSqQyeq9VqK3Viuxh2FIZ3PScichzZ2dnYsGGDwbQNGzZUelsgpWLYURje9ZyIyDEIIbB48eJKp/OwhD8x7ChMWFgYOnbsWO7ANUmS0KlTJ971nIjITpQdlvDgDZxLS0t5WMIDGHYURpIkTJ8+HU5Ohm+9s7Mzpk+fzqP3iYjsRNmX1wdvC+Hs7Mwvrw9g2FGg0NBQxMXFycFGkiTExcXx6H0iIjtS9uW1sun88vonhh2FGjNmDHx9fQEAfn5+iIuLs3JHRET0sPjltWYYdhRKrVZj5syZCAgIwIwZM3iqIhGRneKX1+ox7ChY9+7dsXHjRnTv3t3arRARUS3xy2v1GHYUbPny5YiKisLy5cut3QoRERmBX16rxrCjUHl5eVizZg30ej3WrFmDvLw8a7dERERkFgw7CjV79mzo9XoAgF6vx5w5c6zcERERkXkw7CjQsWPHcObMGYNpp0+fxrFjx6zUERERkfkw7CiMXq9HQkJChbWEhAR5aw8REZGjYNhRmPT09CrvjZWenm7hjoiIiMzLpsNOYmIiOnbsCE9PT/j7+2Pw4ME4d+6cwZjx48dDkiSDR5cuXazUse3r2rVrpXc99/b2RteuXS3cERERkXnZdNhJS0vDpEmTcOTIEaSmpqKkpAR9+/bF7du3Dcb169cPOTk58mPnzp1W6tj2OTk5Vboba968eeXumUVERGTvXKzdQFV27dpl8HzlypXw9/fH8ePH0aNHD3m6SqVCYGCgpduzWx06dEBkZKTBQcqtWrVCu3btrNgVERGRedjV1/j8/HwAQP369Q2mHzhwAP7+/mjSpAmee+45XLt2rcr56HQ6aLVag4fSvPnmmwbP33jjDSt1QkREZF52E3aEEJgxYwb++te/omXLlvL02NhYJCcnY9++fVi0aBEyMjLQq1cv6HS6SueVmJgIb29v+aHRaCyxCjZl+/btBs937NhhpU6IiIjMSxJCCGs3UROTJk3CN998g0OHDiE0NLTScTk5OQgLC8P69esxdOjQCsfodDqDMKTVaqHRaJCfn1/pwbuOJDs7G2PGjDE4zdzZ2RmrV6+u8t+WiOxDYWEhYmJiAAApKSlwd3e3ckdE5qHVauHt7V3t57ddbNmZMmUKtm3bhv3791f7YRwUFISwsDCcP3++0jEqlQpeXl4GD6UQQmDx4sXlrqdTWlqKxYsXw06yLxERUY3ZdNgRQmDy5MnYtGkT9u3bh4iIiGpfc+PGDWRlZSEoKMgCHdqfzMxMZGRkVFjLyMhAZmamhTsiIiIyL5sOO5MmTcKaNWuwdu1aeHp6Ijc3F7m5uSgsLAQAFBQUID4+Hunp6bh8+TIOHDiAgQMHws/PD0OGDLFy97ZJo9HA2dm5wpqzs7Mij18iIiLHZtNh55NPPkF+fj6ioqIQFBQkPzZs2ADg3ofzmTNnMGjQIDRp0gTjxo1DkyZNkJ6eDk9PTyt3b5uOHDmC0tLSCmulpaU4cuSIhTsiIiIyL5u+zk51x4+4u7sjJSXFQt04hrIrKFd0uj2voExERI7IprfskOnxCspERKQ0/GRToLIrKN+PV1AmIiJHxbCjUAsWLJC34jg5OWH+/PlW7oiIiMg8GHYUysfHB2PGjIGTkxPGjBkDHx8fa7dERERkFjZ9gDKZ18SJEzFx4kRrt0FERGRW3LJDREREDo1hh4iIiBwaww4RERE5NIYdIiIicmgMO0REROTQeDYWEZEFCSFQVFRk1mXcP39zLwsA1Go1JEky+3KIaothh4jIgoqKihATE2Ox5Q0aNMjsy0hJSYG7u7vZl0NUW9yNRURERA6NW3aIiCxIrVYjJSXFrMsQQkCn0wEAVCqV2XcxqdVqs86fyFgMO0REFiRJkkV2+Xh4eJh9GUT2gruxiIiIyKEx7BAREZFDY9ghIiIih8awQ0RERA6NYYeIiIgcGsMOEREROTSGHSIiInJoDDtERETk0Bh2iIiIyKEx7BAREZFDY9ghIiIih8awQ0RERA6NYYeIiIgcGu96DkAIAQDQarVW7oSIiIhqquxzu+xzvDIMOwBu3boFANBoNFbuhIiIiB7WrVu34O3tXWldEtXFIQXQ6/X47bff4OnpCUmSrN2OxWi1Wmg0GmRlZcHLy8va7ZCZ8f1WFr7fyqLU91sIgVu3biE4OBhOTpUfmcMtOwCcnJwQGhpq7TasxsvLS1G/HErH91tZ+H4rixLf76q26JThAcpERETk0Bh2iIiIyKEx7CiYSqXC3LlzoVKprN0KWQDfb2Xh+60sfL+rxgOUiYiIyKFxyw4RERE5NIYdIiIicmgMO0REROTQGHaIiOihHDhwAJIkIS8vz9qtUC1IkoQtW7ZYuw2LYthxUOPHj4ckSZAkCa6urmjUqBHi4+Nx+/Zta7dGtVT2nr7zzjsG07ds2aKoK387Eku9p5cvX4YkSTh16pTJ5kmWcfjwYTg7O6Nfv34P/dqEhAS0adOm3PScnBzExsaaoDv7wbDjwPr164ecnBz8+uuvmD9/Pj7++GPEx8eXG1dcXGyF7qg21Go13n33Xdy8edParZCJ2NJ7evfuXWu3QA/4/PPPMWXKFBw6dAhXrlwxyTwDAwMVd4o6w44DU6lUCAwMhEajwejRoxEXF4ctW7bIaf/zzz9Ho0aNoFKpIITAlStXMGjQINStWxdeXl4YMWIErl69au3VoPv06dMHgYGBSExMrHTM4cOH0aNHD7i7u0Oj0WDq1KnyFr2lS5ciMjJSHlu2BeGjjz6Sp8XExGDWrFkAgB9//BHR0dHw9PSEl5cX2rdvj2PHjplp7ZTJ2PcUqHi3hI+PD5KSkgAAERERAIC2bdtCkiRERUUBuLdlafDgwUhMTERwcDCaNGkCAFizZg06dOgAT09PBAYGYvTo0bh27ZrpVppq5Pbt2/jyyy/x97//HQMGDJDfT+DPXYl79+5Fhw4d4OHhgW7duuHcuXMAgKSkJMybNw8//vijvJW/7PXcjUUOzd3dXd6Kc+HCBXz55Zf4+uuv5U3bgwcPxh9//IG0tDSkpqbi4sWLGDlypBU7pgc5Oztj4cKFWLp0KbKzs8vVz5w5g5iYGAwdOhSnT5/Ghg0bcOjQIUyePBkAEBUVhbNnz+L3338HAKSlpcHPzw9paWkAgJKSEhw+fBg9e/YEAMTFxSE0NBQZGRk4fvw4XnvtNbi6ulpobZXB2Pe0Jn744QcAwJ49e5CTk4NNmzbJtb179+KXX35BamoqduzYAeDeFp63334bP/74I7Zs2YJLly5h/Pjxxq0oPbQNGzagadOmaNq0KcaMGYOVK1fiwUvjzZ49G4sWLcKxY8fg4uKCZ599FgAwcuRIzJw5E48++ihycnKQk5Oj7L/nghzSuHHjxKBBg+TnR48eFb6+vmLEiBFi7ty5wtXVVVy7dk2u7969Wzg7O4srV67I086ePSsAiB9++MGSrVMl7n9Pu3TpIp599lkhhBCbN28WZb/KY8eOFc8//7zB67777jvh5OQkCgsLhV6vF35+fuKrr74SQgjRpk0bkZiYKPz9/YUQQhw+fFi4uLiIW7duCSGE8PT0FElJSZZYPUUyxXsqhBAAxObNmw3GeHt7i5UrVwohhLh06ZIAIE6ePFlu+QEBAUKn01XZ5w8//CAAyP8v9u/fLwCImzdvPuQa08Po1q2bWLJkiRBCiOLiYuHn5ydSU1OFEH++B3v27JHHf/PNNwKA/P9i7ty5onXr1uXmW9H/F0fHLTsObMeOHahbty7UajW6du2KHj16YOnSpQCAsLAwNGjQQB77yy+/QKPRQKPRyNNatGgBHx8f/PLLLxbvnar27rvv4osvvsDPP/9sMP348eNISkpC3bp15UdMTAz0ej0uXboESZLQo0cPHDhwAHl5eTh79ixefPFFlJaW4pdffsGBAwfQrl071K1bFwAwY8YMTJw4EX369ME777yDixcvWmN1FaG276mxIiMj4ebmZjDt5MmTGDRoEMLCwuDp6Snv9jLVMSNUvXPnzuGHH37AqFGjAAAuLi4YOXIkPv/8c4NxrVq1kn8OCgoCAO5yrADDjgOLjo7GqVOncO7cORQVFWHTpk3w9/cHANSpU8dgrBCiwrM/KptO1tWjRw/ExMTg9ddfN5iu1+vxwgsv4NSpU/Ljxx9/xPnz5/HII48AuLcr68CBA/juu+/QunVr+Pj4oEePHkhLS8OBAwfkDzbg3tkcZ8+exRNPPIF9+/ahRYsW2Lx5syVXVTGMeU8lSSq3e6OmJx48+Lfg9u3b6Nu3L+rWrYs1a9YgIyNDfs95ALPlrFixAiUlJQgJCYGLiwtcXFzwySefYNOmTQYHs9+/W7nsb7Ver7d4v7bOxdoNkPnUqVMHf/nLX2o0tkWLFrhy5QqysrLkrTs///wz8vPz0bx5c3O2SbWUmJiItm3bygeVAkC7du1w9uzZKt/3qKgovPzyy/jqq6/kYNOzZ0/s2bMHhw8fxssvv2wwvkmTJmjSpAmmT5+Op59+GitXrsSQIUPMsk5KV9v3tEGDBsjJyZGfnz9/Hnfu3JGfl225KS0trbaH//znP/j999/xzjvvyH8LeFC6ZZWUlGDVqlVYtGgR+vbta1AbNmwYkpOT0bJly2rn4+bmVqP3XAm4ZYcA3DsjpFWrVoiLi8OJEyfwww8/4JlnnkHPnj3RoUMHa7dHFSh7v8p2TQLAq6++ivT0dEyaNAmnTp3C+fPnsW3bNkyZMkUe07JlS/j6+iI5OVkOO1FRUdiyZQsKCwvx17/+FQBQWFiIyZMn48CBA8jMzMT333+PjIwMhl8zqu172qtXLyxbtgwnTpzAsWPH8OKLLxp84/f394e7uzt27dqFq1evIj8/v9IeGjZsCDc3NyxduhS//vortm3bhrfffts8K0wV2rFjB27evIkJEyagZcuWBo/hw4djxYoVNZpPeHg4Ll26hFOnTuH333+HTqczc+e2i2GHAPx5KmK9evXQo0cP9OnTB40aNcKGDRus3RpV4e233zbYfdGqVSukpaXh/PnzeOyxx9C2bVu88cYb8r584N57XXa21WOPPSa/ztvbG23btoWXlxeAe2cJ3bhxA8888wyaNGmCESNGIDY2FvPmzbPgGipPbd7TRYsWQaPRoEePHhg9ejTi4+Ph4eEh111cXPDPf/4Tn376KYKDgzFo0KBKl9+gQQMkJSVh48aNaNGiBd555x28//775llZqtCKFSvQp08feHt7l6sNGzYMp06dwokTJ6qdz7Bhw9CvXz9ER0ejQYMGWLdunTnatQuSeHBHLxEREZED4ZYdIiIicmgMO0REROTQGHaIiIjIoTHsEBERkUNj2CEiIiKHxrBDREREDo1hh4iIiBwaww4ROZzw8HAsWbLE2m0QkY1g2CEiu5WUlAQfH59y0zMyMvD8889bvqEHHDhwAJIkIS8vz9qtECkabwRKRA6nQYMG1m6BiGwIt+wQkVl99dVXiIyMhLu7O3x9fdGnTx/cvn0bALBy5Uo0b94carUazZo1w8cffyy/7vLly5AkCZs2bUJ0dDQ8PDzQunVrpKenA7i31eRvf/sb8vPzIUkSJElCQkICgPK7sSRJwqeffooBAwbAw8MDzZs3R3p6Oi5cuICoqCjUqVMHXbt2xcWLFw163759O9q3bw+1Wo1GjRph3rx5KCkpMZjv8uXLMWTIEHh4eKBx48bYtm2b3H90dDQAoF69epAkCePHjzf1Py8R1YQgIjKT3377Tbi4uIgPPvhAXLp0SZw+fVp89NFH4tatW+Lf//63CAoKEl9//bX49ddfxddffy3q168vkpKShBBCXLp0SQAQzZo1Ezt27BDnzp0Tw4cPF2FhYaK4uFjodDqxZMkS4eXlJXJyckROTo64deuWEEKIsLAwsXjxYrkPACIkJERs2LBBnDt3TgwePFiEh4eLXr16iV27domff/5ZdOnSRfTr109+za5du4SXl5dISkoSFy9eFLt37xbh4eEiISHBYL6hoaFi7dq14vz582Lq1Kmibt264saNG6KkpER8/fXXAoA4d+6cyMnJEXl5eZb5hyciAww7RGQ2x48fFwDE5cuXy9U0Go1Yu3atwbS3335bdO3aVQjxZ9hZvny5XD979qwAIH755RchhBArV64U3t7e5eZdUdiZM2eO/Dw9PV0AECtWrJCnrVu3TqjVavn5Y489JhYuXGgw39WrV4ugoKBK51tQUCAkSRLffvutEEKI/fv3CwDi5s2b5XokIsvhMTtEZDatW7dG7969ERkZiZiYGPTt2xfDhw9HSUkJsrKyMGHCBDz33HPy+JKSEnh7exvMo1WrVvLPQUFBAIBr166hWbNmD9XL/fMJCAgAAERGRhpMKyoqglarhZeXF44fP46MjAwsWLBAHlNaWoqioiLcuXMHHh4e5eZbp04deHp64tq1aw/VGxGZF8MOEZmNs7MzUlNTcfjwYezevRtLly7F7NmzsX37dgDAZ599hs6dO5d7zf1cXV3lnyVJAgDo9fqH7qWi+VQ1b71ej3nz5mHo0KHl5qVWqyucb9l8atMfEZkPww4RmZUkSejevTu6d++ON998E2FhYfj+++8REhKCX3/9FXFxcbWet5ubG0pLS03Y7Z/atWuHc+fO4S9/+Uut5+Hm5gYAZuuRiGqGYYeIzObo0aPYu3cv+vbtC39/fxw9ehTXr19H8+bNkZCQgKlTp8LLywuxsbHQ6XQ4duwYbt68iRkzZtRo/uHh4SgoKMDevXvRunVreHh4yLuXjPXmm29iwIAB0Gg0eOqpp+Dk5ITTp0/jzJkzmD9/fo3mERYWBkmSsGPHDvTv3x/u7u6oW7euSfojoprjqedEZDZeXl44ePAg+vfvjyZNmmDOnDlYtGgRYmNjMXHiRCxfvhxJSUmIjIxEz549kZSUhIiIiBrPv1u3bnjxxRcxcuRINGjQAO+9957Jeo+JicGOHTuQmpqKjh07okuXLvjggw8QFhZW43mEhIRg3rx5eO211xAQEIDJkyebrD8iqjlJCCGs3QQRERGRuXDLDhERETk0hh0iIiJyaAw7RERE5NAYdoiIiMihMewQERGRQ2PYISIiIofGsENEREQOjWGHiIiIHBrDDhERETk0hh0iIiJyaAw7RERE5NAYdoiIiMih/X/qW3ewP/ye3wAAAABJRU5ErkJggg==", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Plot the distribution of the length tweets for each class using a box plot\n", + "sns.boxplot(x=df['sentiment'], y=df['length'], data=df)\n", + "plt.title('Tweet length for each class')\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 69, + "id": "6280b772", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Plot the proportion of tweets per class\n", + "plot1 = plt.figure(figsize=(15,5))\n", + "names = ['Pro','News','Neutral','Anti']\n", + "perc = df['sentiment'].replace({-1: 'Anti',0:'Neutral',1:'Pro',2:'News'}).value_counts()\n", + "perc.name = ''\n", + "perc.plot(kind='pie', labels=names, autopct='%1.1f%%')\n", + "plt.title('Proportion of tweets in each class',fontsize = 16)\n", + "plt.figtext(0.12, 0.1, 'figure 1: Percentage of tweets that are classified as either Anti, Pro, Neutral and News',\n", + " horizontalalignment='left',fontsize = 14,style='italic')\n", + "plt.legend(df['sentiment'].replace({-1: 'Anti: Does not believe in man-made climate change',\n", + " 0:'Neutral: Neither believes nor refutes man-made climate change',\n", + " 1:'Pro:Believe in man-made climate change',\n", + " 2:'News: Factual News about climate change'}).value_counts().index,\n", + " bbox_to_anchor=(2.3,0.7), loc=\"right\")\n", + "\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 70, + "id": "624928be", + "metadata": {}, + "outputs": [], + "source": [ + "# Create resampling function\n", + "def resampling(df, class1, class2):\n", + " \"\"\" A function takes in a dataframe, a class to be resampled, and a class \n", + " thats observations are to be matched with.\n", + "\n", + " Parameters\n", + " ----------\n", + " df: Dataframe to be resampled.\n", + " class1: Integer of the class that is to be resampled.\n", + " class2: Integer of the class whose length is used to resample class1.\n", + "\n", + " Returns\n", + " -------\n", + " df_resampled: Resampled dataframe.\n", + " \"\"\"\n", + " \n", + " df_class1= df[df.sentiment==class1]\n", + " df_class2 = df[df.sentiment==class2]\n", + " df_new= df[df.sentiment!=class1]\n", + " resampled = resample(df_class1, replace=True, n_samples=len(df_class2.sentiment), random_state=50)\n", + " df_resampled = pd.concat([resampled, df_new]) \n", + " return df_resampled" + ] + }, + { + "cell_type": "code", + "execution_count": 71, + "id": "b5c128c7", + "metadata": {}, + "outputs": [], + "source": [ + "# Create a resampled dataset from our clean dataset\n", + "df_resample = resampling(df_train, -1, 2)" + ] + }, + { + "cell_type": "code", + "execution_count": 72, + "id": "55c061ef", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "plot2 = plt.figure(figsize=(15,5))\n", + "names = ['Pro','News','Neutral','Anti']\n", + "perc = df_resample['sentiment'].replace({-1: 'Anti',0:'Neutral',1:'Pro',2:'News'}).value_counts()\n", + "perc.name = ''\n", + "perc.plot(kind='pie', labels=names, autopct='%1.1f%%')\n", + "plt.title('Proportion of tweets in each class: Resampled dataset',fontsize = 16)\n", + "plt.figtext(0.12, 0.1, 'figure 2: Percentage of tweets that are classified as either Anti, Pro, Neutral and News (Resampled)',\n", + " horizontalalignment='left',fontsize = 14,style='italic')\n", + "plt.legend(df['sentiment'].replace({-1: 'Anti: Does not believe in man-made climate change',\n", + " 0:'Neutral: Neither believes nor refutes man-made climate change',\n", + " 1:'Pro:Believe in man-made climate change',\n", + " 2:'News: Factual News about climate change'}).value_counts().index,\n", + " bbox_to_anchor=(2.3,0.7), loc=\"right\")\n", + "\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 73, + "id": "2ca197e5", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Plot pro and anti wordclouds next to one another for comparisson\n", + "f, axarr = plt.subplots(2,2, figsize=(35,25))\n", + "axarr[0,0].imshow(pro_wordcloud, interpolation=\"bilinear\")\n", + "axarr[0,1].imshow(anti_wordcloud, interpolation=\"bilinear\")\n", + "axarr[1,0].imshow(neutral_wordcloud, interpolation=\"bilinear\")\n", + "axarr[1,1].imshow(news_wordcloud, interpolation=\"bilinear\")\n", + "\n", + "# Remove the ticks on the x and y axes\n", + "for ax in f.axes:\n", + " plt.sca(ax)\n", + " plt.axis('off')\n", + "\n", + "axarr[0,0].set_title('Words in Pro climate change tweets\\n', fontsize=35)\n", + "axarr[0,1].set_title('Words in Anti climate change tweets\\n', fontsize=35)\n", + "axarr[1,0].set_title('Words in Neutral tweets\\n', fontsize=35)\n", + "axarr[1,1].set_title('Words News tweets\\n', fontsize=35)\n", + "#plt.tight_layout()\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 74, + "id": "c09c3838", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "iVBORw0KGgoAAAANSUhEUgAAAnYAAAHWCAYAAAD6oMSKAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMiwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy8qNh9FAAAACXBIWXMAAA9hAAAPYQGoP6dpAACPZElEQVR4nOzdeVxV1f7/8dcBZZ5RwAEFJ8R5ynIEcjZNM1NLUxy6WZrllJFDzrNmllMOYA6pldfrlKUoDmlOZZrihCJmlDM4Isr+/eGP8/UIKiJG4Pv5eOzHZa+99lqfvQ9XPq211z4mwzAMRERERCTHs8ruAEREREQkayixExEREckllNiJiIiI5BJK7ERERERyCSV2IiIiIrmEEjsRERGRXEKJnYiIiEguocROREREJJdQYiciIiKSSyixE8liERERmEwmTCYTUVFRaY4bhkGJEiUwmUwEBwc/lRj+/PNPhg4dyr59+55K+9kl9d7GxsY+9b6ioqLMn6PJZMLa2hpvb29ee+01oqOjn3r/GZHe/QgNDcXPzy9b4tm+fTtDhw7l8uXL/3jfqZ/Xt99++4/3/U8ymUz07NnzH+1z6NChmEwmzp8//8i6o0ePZsWKFU8/KHkgJXYiT4mzszNz585NU75582ZiYmJwdnZ+an3/+eefDBs2LNcldtlh9OjR7Nixg02bNjFgwADWr19PrVq1OHPmTHaHlq7Bgwfz3//+N1v63r59O8OGDcuWxE7+HZTYZT8ldiJPSdu2bfnuu+9ITEy0KJ87dy41atSgSJEi2RSZpLp+/foj65QsWZIXXniBunXr0qdPHyZPnsylS5eIiIh4onafluLFi1O5cuVs619EspcSO5Gn5PXXXwfg66+/NpclJCTw3Xff0aVLl3TPuXjxIu+++y6FChXCxsaGYsWKMXDgQJKSkizqffPNNzz//PO4urri4OBAsWLFzG1GRUXx3HPPAdC5c2fzVOLQoUMfGGvqlN769evp3LkzHh4eODo60rx5c06cOJGm/rx586hYsSJ2dnZ4eHjwyiuvpJmeDA0NxcnJiYMHD1KvXj0cHR3Jnz8/PXv2tEh8YmNjMZlM6SZKj4obYP369bRo0YLChQtjZ2dHiRIlePvtt9NMG6VOJ/3yyy+0bt0ad3d3ihcv/tC20/PCCy8AcOrUqUe2e/PmTcLCwvD398fGxoZChQrRo0ePDI9o7dy5k+bNm+Pp6YmdnR3Fixfngw8+eOg56U3Fpk7fhYeHExAQgL29PdWqVePnn3/GMAwmTJiAv78/Tk5OvPjiixw/ftzi/Izc46FDh9K/f38A/P39030cYenSpdSoUQNHR0ecnJxo1KgRv/76a4buxZkzZ/jPf/6Dr68vNjY2FCxYkNatW/P3339b1EtOTmbgwIEULFgQFxcX6tevz5EjRx77elKvyWQycfDgQV5//XVcXV3x9vamS5cuJCQkWNS9fPkyXbt2xcPDAycnJ1566SVOnDiR7u/wsWPHeOONN/Dy8sLW1pbAwECmTZuWofuQasGCBQQGBuLg4EDFihVZvXq1xfHjx4/TuXNnSpYsiYODA4UKFaJ58+YcOHDAol5KSgojR440/164ublRoUIFPvvsszR9/v333w+9DyaTiWvXrjF//nzz55/6uMm5c+d49913KVOmDE5OTnh5efHiiy+ydevWNP388ccftG7dGmdnZ9zc3Gjfvj27d+9O8+/EiRMnaNeuHQULFsTW1hZvb2/q1av3zM9U5MnuAERyKxcXF1q3bs28efN4++23gbtJnpWVFW3btmXKlCkW9W/evElISAgxMTEMGzaMChUqsHXrVsaMGcO+fftYs2YNADt27KBt27a0bduWoUOHYmdnx6lTp9i4cSMAVapUITw8nM6dOzNo0CBeeuklAAoXLvzImLt27UqDBg1YvHgxp0+fZtCgQQQHB7N//37c3NwAGDNmDB9//DGvv/46Y8aM4cKFCwwdOpQaNWqwe/duSpYsaW4vOTmZpk2b8vbbb/PRRx+xfft2Ro4cyalTp1i1atWT3mIAYmJiqFGjBt26dcPV1ZXY2FgmT55M7dq1OXDgAHnz5rWo36pVK9q1a0f37t25du3aY/eXmvTkz5//oe0ahkHLli2JjIwkLCyMOnXqsH//fj755BN27NjBjh07sLW1fWA/P/zwA82bNycwMJDJkydTpEgRYmNj+fHHHx87ZoDVq1fz66+/MnbsWEwmEwMGDOCll16iU6dOnDhxgi+++IKEhAT69OnDq6++yr59+zCZTEDG7nG3bt24ePEin3/+OcuXL6dAgQIAlClTBrg7RTdo0CDz7+WtW7eYMGECderUYdeuXeZ66Tlz5gzPPfccycnJfPzxx1SoUIELFy7www8/cOnSJby9vc11P/74Y2rVqsWcOXNITExkwIABNG/enOjoaKytrTN8Pfd69dVXadu2LV27duXAgQOEhYUBd/8DB+4mR82bN2fPnj0MHTqUKlWqsGPHDho3bpzmWg4dOkTNmjUpUqQIkyZNwsfHhx9++IFevXpx/vx5Pvnkk0d+lmvWrGH37t0MHz4cJycnxo8fzyuvvMKRI0coVqwYcPdxDE9PT8aOHUv+/Pm5ePEi8+fP5/nnn+fXX38lICAAgPHjxzN06FAGDRpE3bp1SU5O5vDhw+n+x8ej7sOOHTt48cUXCQkJYfDgwcDdfwfh7n+0AnzyySf4+Phw9epV/vvf/xIcHExkZKQ5Abx27RohISFcvHiRcePGUaJECdatW0fbtm3TxNO0aVPu3LnD+PHjKVKkCOfPn2f79u16FMAQkSwVHh5uAMbu3buNTZs2GYDx+++/G4ZhGM8995wRGhpqGIZhlC1b1ggKCjKfN3PmTAMwli1bZtHeuHHjDMD48ccfDcMwjIkTJxqAcfny5QfGsHv3bgMwwsPDHyvmV155xaL8p59+MgBj5MiRhmEYxqVLlwx7e3ujadOmFvXi4uIMW1tb44033jCXderUyQCMzz77zKLuqFGjDMDYtm2bYRiGcfLkyQfGChiffPJJmjhPnjyZ7nWkpKQYycnJxqlTpwzA+N///mc+9sknnxiAMWTIkEfeD8MwzJ/d0qVLjeTkZOP69evGli1bjBIlShjW1tbGb7/99tB2161bZwDG+PHjLcqXLl1qAMaXX3750P6LFy9uFC9e3Lhx48YD66R3Pzp16mQULVrUoh5g+Pj4GFevXjWXrVixwgCMSpUqGSkpKebyKVOmGICxf//+dPt82D2eMGFCup9PXFyckSdPHuO9996zKL9y5Yrh4+NjtGnT5oHXaBiG0aVLFyNv3rzGoUOHHlgn9fO6/3dz2bJlBmDs2LHjsa8n9bO9/zN89913DTs7O/N9W7NmjQEYM2bMsKg3ZsyYNL/DjRo1MgoXLmwkJCRY1O3Zs6dhZ2dnXLx48cE3wrj7WXp7exuJiYnmsr/++suwsrIyxowZ88Dzbt++bdy6dcsoWbKk0bt3b3N5s2bNjEqVKj20z4zeB8MwDEdHR6NTp04PbS81nuTkZKNevXoW/+5MmzbNAIzvv//eov7bb79t8e/E+fPnDcCYMmXKI/t61mgqVuQpCgoKonjx4sybN48DBw6we/fuB07Dbty4EUdHR1q3bm1RHhoaCkBkZCSAeZq1TZs2LFu2LEsf4m/fvr3Ffs2aNSlatCibNm0C7v4X+Y0bN8wxpfL19eXFF180x/iwNt944w0Ac5tP6uzZs3Tv3h1fX1/y5MlD3rx5KVq0KEC6q1dfffXVx2q/bdu25M2bFwcHB+rWrcudO3f49ttvqVChwkPbTR1Bvf9evfbaazg6OqZ7r1IdPXqUmJgYunbtip2d3WPF+yAhISE4Ojqa9wMDAwFo0qSJeWTu3vLUqWZ4/Ht8vx9++IHbt2/TsWNHbt++bd7s7OwICgpKd/X4vb7//ntCQkLMsT3Myy+/bLGf+jk9yfWk1+bNmzc5e/YscHdBFNz9/+S9Uh/HSHXz5k0iIyN55ZVXcHBwsLgXTZs25ebNm/z888+PvMaQkBCLxVfe3t54eXlZXOPt27cZPXo0ZcqUwcbGhjx58mBjY8OxY8csrrF69er89ttvvPvuu/zwww9pngl+nPvwKDNnzqRKlSrY2dmZ73tkZKRFPJs3b8bZ2TnNaOf999LDw4PixYszYcIEJk+ezK+//kpKSkqG4sjtNBUr8hSZTCY6d+7M1KlTuXnzJqVKlaJOnTrp1r1w4QI+Pj4Wf2QBvLy8yJMnDxcuXACgbt26rFixgqlTp9KxY0eSkpIoW7YsAwcOTPOP3+Py8fFJtyy179T/TZ1mu1fBggVZv369RVmePHnw9PRMt4/Utp5ESkoKDRs25M8//2Tw4MGUL18eR0dHUlJSeOGFF7hx40aac9KL/WHGjRvHiy++iLW1Nfny5cPX1zfdeve3e+HCBfLkyZNmytZkMlnc0/ScO3cOyNj0eUZ5eHhY7NvY2Dy0/ObNm0Dm7vH9Up+DS/2PkvtZWT18jOHcuXMZvhf3/76lTnenxpmZ63lUm6mf9f338t4p4tR6t2/f5vPPP+fzzz9PN/6MvFLk/nhSY7o39j59+jBt2jQGDBhAUFAQ7u7uWFlZ0a1bN4t6YWFhODo6snDhQmbOnIm1tTV169Zl3LhxVKtW7aH93n8fHmby5Mn07duX7t27M2LECPLly4e1tTWDBw+2SOwuXLiQ5r5B2ntpMpmIjIxk+PDhjB8/nr59++Lh4UH79u0ZNWrUU33rwL+dEjuRpyw0NJQhQ4Ywc+ZMRo0a9cB6np6e7Ny5E8MwLJK7s2fPcvv2bfLly2cua9GiBS1atCApKYmff/6ZMWPG8MYbb+Dn50eNGjUyHetff/2VblmJEiXMMQLEx8enqffnn39axAh3Rw0uXLhg8QchtY/UstQRqfsXiGQk8fv999/57bffiIiIoFOnTuby+x/+v9f9ifOjFCtWLM0fuIy06+npye3btzl37pxFcmcYBn/99dcDkxz4v+f3/vjjj8eK9WnIzD2+X+rvxbfffmseGXsc+fPnz7J7kRXXc7/Uz/rixYsWyd39/39yd3fH2tqaN998kx49eqTblr+/f6bjuNfChQvp2LEjo0ePtig/f/68+XlZuPsfX3369KFPnz5cvnyZDRs28PHHH9OoUSNOnz6Ng4NDlsUTHBzMjBkzLMqvXLlise/p6cmuXbvSnJ/ev01FixY1v1Lq6NGjLFu2jKFDh3Lr1i1mzpyZJXHnRJqKFXnKChUqRP/+/WnevLnFH5L71atXj6tXr6Z5B9RXX31lPn4/W1tbgoKCGDduHIB5heHj/Jf0vRYtWmSxv337dk6dOmV+sLlGjRrY29uzcOFCi3p//PEHGzduTDfG+9tcvHgxgLlNb29v7Ozs2L9/v0W9//3vf4+MNzWZun8RwqxZsx557tOWei/uv1ffffcd165dS/depSpVqpR5Cv/+hPef9jj3+EG/d40aNSJPnjzExMRQrVq1dLeHadKkCZs2bUqzujUznsbvTFBQEHB31e+9lixZYrHv4OBASEgIv/76KxUqVEj3PqQ3GpcZJpMpzTWuWbPmoY9uuLm50bp1a3r06MHFixcz9SLw+0cOHxbP/v372bFjh0VZUFAQV65c4fvvv7cov/9e3q9UqVIMGjSI8uXL88svvzx23LmJRuxE/gFjx459ZJ2OHTsybdo0OnXqRGxsLOXLl2fbtm2MHj2apk2bUr9+fQCGDBnCH3/8Qb169ShcuDCXL1/ms88+I2/evOY/MMWLF8fe3p5FixYRGBiIk5MTBQsWpGDBgg+NYc+ePXTr1o3XXnuN06dPM3DgQAoVKsS7774L3P2Hf/DgwXz88cd07NiR119/nQsXLjBs2DDs7OzSrOizsbFh0qRJXL16leeee868KrZJkybUrl0buPsPfocOHZg3bx7FixenYsWK7Nq1y5wAPkzp0qUpXrw4H330EYZh4OHhwapVq9JMCWeHBg0a0KhRIwYMGEBiYiK1atUyr4qtXLkyb7755kPPnzZtGs2bN+eFF16gd+/eFClShLi4OH744Yc0yfLT9Dj3uHz58gB89tlndOrUibx58xIQEICfnx/Dhw9n4MCBnDhxgsaNG+Pu7s7ff//Nrl27cHR0ZNiwYQ+MYfjw4Xz//ffUrVuXjz/+mPLly3P58mXWrVtHnz59KF269FO5noxq3LgxtWrVom/fviQmJlK1alV27Nhh/o+ye6eaP/vsM2rXrk2dOnV455138PPz48qVKxw/fpxVq1aZn818Us2aNSMiIoLSpUtToUIF9u7dy4QJE9JMaTdv3pxy5cpRrVo18ufPz6lTp5gyZQpFixa1WOGeUeXLlycqKopVq1ZRoEABnJ2dCQgIoFmzZowYMYJPPvmEoKAgjhw5wvDhw/H39+f27dvm8zt16sSnn35Khw4dGDlyJCVKlOD777/nhx9+AP7vXu7fv5+ePXvy2muvUbJkSWxsbNi4cSP79+/no48+eoI7lwtk69INkVzo3lWxD3P/qljDMIwLFy4Y3bt3NwoUKGDkyZPHKFq0qBEWFmbcvHnTXGf16tVGkyZNjEKFChk2NjaGl5eX0bRpU2Pr1q0WbX399ddG6dKljbx586ZZmfegmH/88UfjzTffNNzc3MyrX48dO5am/pw5c4wKFSoYNjY2hqurq9GiRQvj4MGDFnU6depkODo6Gvv37zeCg4MNe3t7w8PDw3jnnXcsVmcahmEkJCQY3bp1M7y9vQ1HR0ejefPmRmxsbIZWxR46dMho0KCB4ezsbLi7uxuvvfaaERcXl+bc1JV9586de+B9uFfqKstvvvnmofUe1u6NGzeMAQMGGEWLFjXy5s1rFChQwHjnnXeMS5cuZSiGHTt2GE2aNDFcXV0NW1tbo3jx4hYrGh9nVWyPHj0sylJXI0+YMOGR153Re2wYhhEWFmYULFjQsLKyMgBj06ZN5mMrVqwwQkJCDBcXF8PW1tYoWrSo0bp1a2PDhg2PvBenT582unTpYvj4+Bh58+Y1ChYsaLRp08b4+++/Hxj3vdd576rrJ/2dSe++X7x40ejcubPh5uZmODg4GA0aNDB+/vnndFeGnzx50ujSpYtRqFAhI2/evEb+/PmNmjVrmlefP0x6n6VhGEbRokUtVqNeunTJ6Nq1q+Hl5WU4ODgYtWvXNrZu3WoEBQVZ/LszadIko2bNmka+fPkMGxsbo0iRIkbXrl2N2NjYTN2Hffv2GbVq1TIcHBwMwNxXUlKS0a9fP6NQoUKGnZ2dUaVKFWPFihXp/r7GxcUZrVq1MpycnAxnZ2fj1VdfNdauXWuxavnvv/82QkNDjdKlSxuOjo6Gk5OTUaFCBePTTz81bt++/cj7mJuZDMMw/qkkUkT+nSIiIujcuTO7d+/O0PNkGREaGsq3337L1atXs6Q9kZxm8eLFtG/fnp9++omaNWtmdzg5Wup7EOPi4rJ0UVFupKlYERGRJ/T1119z5swZypcvj5WVFT///DMTJkygbt26Suoe0xdffAHcnTZPTk5m48aNTJ06lQ4dOiipywAldiIiIk/I2dmZJUuWMHLkSK5du0aBAgUIDQ1l5MiR2R1ajuPg4MCnn35KbGwsSUlJFClShAEDBjBo0KDsDi1H0FSsiIiISC6h152IiIiI5BJK7ERERERyCSV2IiIiIrmEFk9ItkhJSeHPP//E2dn5sb/iSURE5FliGAZXrlyhYMGCj/xuZSV2ki3+/PPPB36ZuoiIiKR1+vTpR77yRYmdZAtnZ2fg7i+pi4tLNkcjIiLy75WYmIivr6/5b+fDKLGTbJE6/eri4qLETkREJAMy8uiSEjvJVufnLCXJ3j67wxAREckS+d/pkK39a1WsiIiISC6hxE5EREQkl1BiJyIiIpJLKLETERERySWU2OUQsbGxmEwm9u3bB0BUVBQmk4nLly9na1wiIiLy76HELoeqWbMm8fHxuLq6PtV+lECKiIjkHHrdSQ5lY2ODj49PdochIiIi/yIasfuXSUlJYdy4cZQoUQJbW1uKFCnCqFGj0tS7fyQtIiICNzc3Vq9eTUBAAA4ODrRu3Zpr164xf/58/Pz8cHd357333uPOnTvmdhYuXEi1atVwdnbGx8eHN954g7NnzwJ3p39DQkIAcHd3x2QyERoaCtz93rrx48dTrFgx7O3tqVixIt9+++3TvTkiIiLyUBqx+5cJCwtj9uzZfPrpp9SuXZv4+HgOHz6coXOvX7/O1KlTWbJkCVeuXKFVq1a0atUKNzc31q5dy4kTJ3j11VepXbs2bdu2BeDWrVuMGDGCgIAAzp49S+/evQkNDWXt2rX4+vry3Xff8eqrr3LkyBFcXFyw//8vEx40aBDLly9nxowZlCxZki1bttChQwfy589PUFBQmtiSkpJISkoy7ycmJmbB3RIREZF7KbH7F7ly5QqfffYZX3zxBZ06dQKgePHi1K5dm9jY2Eeen5yczIwZMyhevDgArVu3ZsGCBfz99984OTlRpkwZQkJC2LRpkzmx69Kli/n8YsWKMXXqVKpXr87Vq1dxcnLCw8MDAC8vL9zc3AC4du0akydPZuPGjdSoUcN87rZt25g1a1a6id2YMWMYNmxYpu+NiIiIPJqmYv9FoqOjSUpKol69epk638HBwZzUAXh7e+Pn54eTk5NFWepUK8Cvv/5KixYtKFq0KM7OzgQHBwMQFxf3wH4OHTrEzZs3adCgAU5OTubtq6++IiYmJt1zwsLCSEhIMG+nT5/O1DWKiIjIg2nE7l/E/gm/MzVv3rwW+yaTKd2ylJQU4O7IW8OGDWnYsCELFy4kf/78xMXF0ahRI27duvXAflLPX7NmDYUKFbI4Zmtrm+45tra2DzwmIiIiWUOJ3b9IyZIlsbe3JzIykm7duj31/g4fPsz58+cZO3Ysvr6+AOzZs8eijo2NDYDFgosyZcpga2tLXFxcutOuIiIikj2U2P2L2NnZMWDAAD788ENsbGyoVasW586d4+DBg5menn2YIkWKYGNjw+eff0737t35/fffGTFihEWdokWLYjKZWL16NU2bNsXe3h5nZ2f69etH7969SUlJoXbt2iQmJrJ9+3acnJzMzweKiIjIP0vP2P3LDB48mL59+zJkyBACAwNp27atxTNxWSl//vxERETwzTffUKZMGcaOHcvEiRMt6hQqVIhhw4bx0Ucf4e3tTc+ePQEYMWIEQ4YMYcyYMQQGBtKoUSNWrVqFv7//U4lVREREHs1kGIaR3UHIsycxMRFXV1diJn2J8xM+WygiIvJvkf+dDlneZurfzISEBFxcXB5aVyN2IiIiIrmEEjsRERGRXEKJnYiIiEguocROREREJJfQ604kW+Xr1vaRD4KKiIhIxmjETkRERCSXUGInIiIikksosRMRERHJJZTYiYiIiOQSWjwh2Sr+yzCu2ttmdxgiIhlWsMfk7A5B5IE0YiciIiKSSyixExEREckllNiJiIiI5BLPXGI3dOhQvL29MZlMrFixIttjqVSp0lPtIyoqCpPJxOXLl59qPxEREbi5uT3VPkREROThckxiFxoaislkMm+enp40btyY/fv3Z7iN6Ohohg0bxqxZs4iPj6dJkyZPJdaIiAiLWNPboqKisqSv2NjYdNvv0KFDlrQvIiIiOUeOSewAGjduTHx8PPHx8URGRpInTx6aNWuW4fNjYmIAaNGiBT4+PtjaZm41ZnJy8kOPt23b1hxnfHw8NWrU4K233rIoq1mzZqb6fpANGzZYtD9t2rQsbV9ERET+/XJUYmdra4uPjw8+Pj5UqlSJAQMGcPr0ac6dOwfAmTNnaNu2Le7u7nh6etKiRQtiY2OBu9OezZs3B8DKygqTyQRASkoKw4cPp3Dhwtja2lKpUiXWrVtn7jN1RGzZsmUEBwdjZ2fHwoULAQgPDycwMBA7OztKly7N9OnTAbC3tzfH6ePjg42NDQ4ODmnKUi1YsAA/Pz9cXV1p164dV65cMR8zDIPx48dTrFgx7O3tqVixIt9++22ae+Pp6WnRvqur6wPv43fffUfZsmWxtbXFz8+PSZMmWRy/dOkSHTt2xN3dHQcHB5o0acKxY8cs6kRERFCkSBEcHBx45ZVXuHDhwsM/PBEREXnqclRid6+rV6+yaNEiSpQogaenJ9evXyckJAQnJye2bNnCtm3bcHJyonHjxty6dYt+/foRHh4OYB7VAvjss8+YNGkSEydOZP/+/TRq1IiXX345TSIzYMAAevXqRXR0NI0aNWL27NkMHDiQUaNGER0dzejRoxk8eDDz589/rOuIiYlhxYoVrF69mtWrV7N582bGjh1rPj5o0CDCw8OZMWMGBw8epHfv3nTo0IHNmzdn6r7t3buXNm3a0K5dOw4cOMDQoUMZPHgwERER5jqhoaHs2bOHlStXsmPHDgzDoGnTpuaRyp07d9KlSxfeffdd9u3bR0hICCNHjsxUPCIiIpJ1ctQLilevXo2TkxMA165do0CBAqxevRorKyuWLFmClZUVc+bMMY/GhYeH4+bmRlRUFA0bNjQ/3O/j42Nuc+LEiQwYMIB27doBMG7cODZt2sSUKVMspjM/+OADWrVqZd4fMWIEkyZNMpf5+/tz6NAhZs2aRadOnTJ8TSkpKURERODs7AzAm2++SWRkJKNGjeLatWtMnjyZjRs3UqNGDQCKFSvGtm3bmDVrFkFBQeZ2atasiZXV/+XpW7dupXLlymn6mzx5MvXq1WPw4MEAlCpVikOHDjFhwgRCQ0M5duwYK1eu5KeffjJPFy9atAhfX19WrFjBa6+9xmeffUajRo346KOPzG1s377dYqTzfklJSSQlJZn3ExMTM3yPREREJGNyVGIXEhLCjBkzALh48SLTp0+nSZMm7Nq1i71793L8+HFzgpTq5s2b5mfr7peYmMiff/5JrVq1LMpr1arFb7/9ZlFWrVo188/nzp3j9OnTdO3albfeestcfvv27YdOgabHz8/PIuYCBQpw9uxZAA4dOsTNmzdp0KCBxTm3bt1Kk7QtXbqUwMBA876vr2+6/UVHR9OiRQuLslq1ajFlyhTu3LlDdHQ0efLk4fnnnzcf9/T0JCAggOjoaHMbr7zyikUbNWrUeGhiN2bMGIYNG/bA4yIiIvLkclRi5+joSIkSJcz7VatWxdXVldmzZ5OSkkLVqlVZtGhRmvPy58//0HZTR/hSGYaRpszR0dH8c0pKCgCzZ8+2SIAArK2tM3Yx/1/evHnTxJLafur/rlmzhkKFClnUu3/hh6+vr8W9eZD0rs0wjHR/ftB5D6rzMGFhYfTp08e8n5iY+MDkU0RERDInRyV29zOZTFhZWXHjxg2qVKnC0qVL8fLywsXFJUPnu7i4ULBgQbZt20bdunXN5du3b6d69eoPPM/b25tChQpx4sQJ2rdv/8TX8SBlypTB1taWuLg4i2nXJ21z27ZtFmXbt2+nVKlSWFtbU6ZMGW7fvs3OnTvNU7EXLlzg6NGj5hHBMmXK8PPPP1u0cf/+/WxtbTO9CllEREQyJkcldklJSfz111/A3ZWbX3zxBVevXqV58+ZUr16dCRMm0KJFC/Mq17i4OJYvX07//v0pXLhwum3279+fTz75hOLFi1OpUiXCw8PZt29fuiN/9xo6dCi9evXCxcWFJk2akJSUxJ49e7h06ZLFyNSTcHZ2pl+/fvTu3ZuUlBRq165NYmIi27dvx8nJ6bGe5UvVt29fnnvuOUaMGEHbtm3ZsWMHX3zxhXlFb8mSJWnRogVvvfUWs2bNwtnZmY8++ohChQqZp3B79epFzZo1GT9+PC1btuTHH3986DSsiIiI/DNyVGK3bt06ChQoANxNekqXLs0333xDcHAwAFu2bGHAgAG0atWKK1euUKhQIerVq/fQEbxevXqRmJhI3759OXv2LGXKlGHlypWULFnyobF069YNBwcHJkyYwIcffoijoyPly5fngw8+yKrLBe4u0vDy8mLMmDGcOHECNzc3qlSpwscff5yp9qpUqcKyZcsYMmQII0aMoECBAgwfPpzQ0FBznfDwcN5//32aNWvGrVu3qFu3LmvXrjVPG7/wwgvMmTOHTz75hKFDh1K/fn0GDRrEiBEjsuKSRUREJJNMRmYemBJ5QomJibi6unJ4wrs422uKVkRyjoI9Jmd3CPKMSf2bmZCQ8MjHzXLse+xERERExJISOxEREZFcQomdiIiISC6hxE5EREQkl8hRq2Il9ynwnzEZfu+giIiIPJxG7ERERERyCSV2IiIiIrmEEjsRERGRXEKJnYiIiEguocUTkq12hb+Go33e7A5D5JlQ4z+rszsEEXnKNGInIiIikksosRMRERHJJZTYiYiIiOQSSuxEREREcolcndjFxsZiMpnYt28fAFFRUZhMJi5fvpytcWVWaGgoLVu2zO4wRERE5F8qVyd296tZsybx8fG4uro+1X5yegIpIiIiOdMz9boTGxsbfHx8sjsMERERkaciV4zYpaSkMG7cOEqUKIGtrS1FihRh1KhRaerdP5IWERGBm5sbq1evJiAgAAcHB1q3bs21a9eYP38+fn5+uLu7895773Hnzh1zOwsXLqRatWo4Ozvj4+PDG2+8wdmzZ4G7078hISEAuLu7YzKZCA0NBcAwDMaPH0+xYsWwt7enYsWKfPvttxYxHjx4kJdeegkXFxecnZ2pU6cOMTExFnUmTpxIgQIF8PT0pEePHiQnJ2cotnvvQWRkJNWqVcPBwYGaNWty5MgRiz5GjhyJl5cXzs7OdOvWjY8++ohKlSpZ1AkPDycwMBA7OztKly7N9OnTM/BpiYiIyNOSKxK7sLAwxo0bx+DBgzl06BCLFy/G29s7Q+dev36dqVOnsmTJEtatW0dUVBStWrVi7dq1rF27lgULFvDll19aJGC3bt1ixIgR/Pbbb6xYsYKTJ0+akzdfX1++++47AI4cOUJ8fDyfffYZAIMGDSI8PJwZM2Zw8OBBevfuTYcOHdi8eTMAZ86coW7dutjZ2bFx40b27t1Lly5duH37trnvTZs2ERMTw6ZNm5g/fz4RERFERERkKLZ7DRw4kEmTJrFnzx7y5MlDly5dzMcWLVrEqFGjGDduHHv37qVIkSLMmDHD4vzZs2czcOBARo0aRXR0NKNHj2bw4MHMnz8/Q/ddREREsp7JMAwju4N4EleuXCF//vx88cUXdOvWzeJYbGws/v7+/Prrr1SqVImoqChCQkK4dOkSbm5uRERE0LlzZ44fP07x4sUB6N69OwsWLODvv//GyckJgMaNG+Pn58fMmTPTjWH37t1Ur16dK1eu4OTklKYfgGvXrpEvXz42btxIjRo1zOd269aN69evs3jxYj7++GOWLFnCkSNHyJs37bcxhIaGEhUVRUxMDNbW1gC0adMGKysrlixZ8lixbdiwgXr16gGwdu1aXnrpJW7cuIGdnR0vvPAC1apV44svvjC3U7t2ba5evWpeiFKkSBHGjRvH66+/bq4zcuRI1q5dy/bt29PEkZSURFJSknk/MTERX19f1k9pqG+eEPmH6JsnRHKmxMREXF1dSUhIwMXF5aF1c/yIXXR0NElJSeYk5XE5ODiYkzoAb29v/Pz8zEldatm905m//vorLVq0oGjRojg7OxMcHAxAXFzcA/s5dOgQN2/epEGDBjg5OZm3r776yjzVum/fPurUqZNuUpeqbNmy5qQOoECBApmKrUKFChZtAOZ2jhw5QvXq1S3q37t/7tw5Tp8+TdeuXS2uZeTIkWmmjVONGTMGV1dX8+br6/vAaxQREZHMyfGLJ+zt7Z/o/PuTKJPJlG5ZSkoKcHfkrWHDhjRs2JCFCxeSP39+4uLiaNSoEbdu3XpgP6nnr1mzhkKFClkcs7W1zfC1ZFVs97ZjMpksYry3LNW9A7up9WbPns3zzz9vUe/epPNeYWFh9OnTx7yfOmInIiIiWSfHJ3YlS5bE3t6eyMjINFOxT8Phw4c5f/48Y8eONScme/bssahjY2MDYLHgokyZMtja2hIXF0dQUFC6bVeoUIH58+eTnJz80FG7J4ktIwICAti1axdvvvmmuezedry9vSlUqBAnTpygffv2GWrT1tbWnMCKiIjI05HjEzs7OzsGDBjAhx9+iI2NDbVq1eLcuXMcPHgw09OzD1OkSBFsbGz4/PPP6d69O7///jsjRoywqFO0aFFMJhOrV6+madOm2Nvb4+zsTL9+/ejduzcpKSnUrl2bxMREtm/fjpOTE506daJnz558/vnntGvXjrCwMFxdXfn555+pXr06AQEBWRJbRrz33nu89dZbVKtWjZo1a7J06VL2799PsWLFzHWGDh1Kr169cHFxoUmTJiQlJbFnzx4uXbpkMTInIiIi/5wc/4wdwODBg+nbty9DhgwhMDCQtm3bWjx3lpXy589PREQE33zzDWXKlGHs2LFMnDjRok6hQoUYNmwYH330Ed7e3vTs2ROAESNGMGTIEMaMGUNgYCCNGjVi1apV+Pv7A+Dp6cnGjRu5evUqQUFBVK1aldmzZ2d49C4jsWVE+/btCQsLo1+/flSpUsW8stbOzs5cp1u3bsyZM4eIiAjKly9PUFAQERER5msRERGRf16OXxUr/4wGDRrg4+PDggULsqS91BU+WhUr8s/RqliRnOlxVsXm+KlYyXrXr19n5syZNGrUCGtra77++ms2bNjA+vXrszs0EREReQgldpKGyWRi7dq1jBw5kqSkJAICAvjuu++oX79+docmIiIiD6HETtKwt7dnw4YN2R2GiIiIPKZcsXhCRERERDRiJ9mseudvHvkgqIiIiGSMRuxEREREcgkldiIiIiK5hBI7ERERkVxCiZ2IiIhILqHFE5KtVixshYO9fg0l81p3XpfdIYiI/GtoxE5EREQkl1BiJyIiIpJLKLETERERySWU2ImIiIjkEkrsHsDPz48pU6ZkdxgiIiIiGZatiV1oaCgtW7bM1Ll79+7FZDKxbdu2dI83atSIl19++ZHtRERE4ObmlqZ89+7d/Oc//8lUbA8SFRWFyWQyb/b29pQtW5Yvv/wyS/sRERGRZ1OOfc9E1apVqVixIuHh4dSuXdvi2OnTp9mwYQPLly/PdPv58+d/0hAf6MiRI7i4uHDjxg1WrVrFO++8Q/HixalXr95T61NERERyv3/NVGxwcDDvvfceH3zwAe7u7nh7e/Pll19y7do1OnfujLOzM8WLF+f77783n9O1a1eWLVvGtWvXLNqKiIggf/78vPTSS1y6dImOHTvi7u6Og4MDTZo04dixY8DdEbTOnTuTkJBgHkUbOnQokHYq1mQyMWfOHF555RUcHBwoWbIkK1eutOh35cqVlCxZEnt7e0JCQpg/fz4mk4nLly9b1PPy8sLHxwd/f3969eqFn58fv/zyi/m4YRiMHz+eYsWKYW9vT8WKFfn2228t2jh48CAvvfQSLi4uODs7U6dOHWJiYoC7o40NGjQgX758uLq6EhQUZNF+bGwsJpOJffv2mcsuX76MyWQiKioKgEuXLtG+fXvy58+Pvb09JUuWJDw83Fz/zJkztG3bFnd3dzw9PWnRogWxsbEP/oBFRETkqfvXJHYA8+fPJ1++fOzatYv33nuPd955h9dee42aNWvyyy+/0KhRI958802uX78OQPv27UlOTuabb74xt2EYBhEREXTq1Ik8efIQGhrKnj17WLlyJTt27MAwDJo2bUpycjI1a9ZkypQpuLi4EB8fT3x8PP369XtgfMOGDaNNmzbs37+fpk2b0r59ey5evAjcTZZat25Ny5Yt2bdvH2+//TYDBw586PUahsG6des4ffo0zz//vLl80KBBhIeHM2PGDA4ePEjv3r3p0KEDmzdvBu4mVXXr1sXOzo6NGzeyd+9eunTpwu3btwG4cuUKnTp1YuvWrfz888+ULFmSpk2bcuXKlQx/FoMHD+bQoUN8//33REdHM2PGDPLlywfA9evXCQkJwcnJiS1btrBt2zacnJxo3Lgxt27dSre9pKQkEhMTLTYRERHJWv+qqdiKFSsyaNAgAMLCwhg7diz58uXjrbfeAmDIkCHMmDGD/fv388ILL+Dh4UHLli0JDw8nNDQUuDsKd+LECbp06cKxY8dYuXIlP/30EzVr1gRg0aJF+Pr6smLFCl577TVcXV0xmUz4+Pg8Mr7Q0FBef/11AEaPHs3nn3/Orl27aNy4MTNnziQgIIAJEyYAEBAQwO+//86oUaPStFO4cGHgbrKTkpLC8OHDqVu3LgDXrl1j8uTJbNy4kRo1agBQrFgxtm3bxqxZswgKCmLatGm4urqyZMkS8ubNC0CpUqXM7b/44osW/c2aNQt3d3c2b95Ms2bNMvBJQFxcHJUrV6ZatWrA3RHMVEuWLMHKyoo5c+ZgMpkACA8Px83NjaioKBo2bJimvTFjxjBs2LAM9S0iIiKZ869K7CpUqGD+2draGk9PT8qXL28u8/b2BuDs2bPmsq5du9KwYUOOHz9OiRIlmDdvHrVq1SIgIICVK1eSJ08ei9EwT09PAgICiI6OfqL4HB0dcXZ2Nsdy5MgRnnvuOYv61atXT7edrVu34uzsTFJSErt27aJnz554eHjwzjvvcOjQIW7evEmDBg0szrl16xaVK1cGYN++fdSpU8ec1N3v7NmzDBkyhI0bN/L3339z584drl+/TlxcXIav9Z133uHVV1/ll19+oWHDhrRs2dKcHO/du5fjx4/j7Oxscc7NmzfN08H3CwsLo0+fPub9xMREfH19MxyPiIiIPNq/KrG7P1ExmUwWZamjQykpKeay+vXrU7RoUSIiIvjwww9Zvnw5X3zxBXB3qjM9hmGY23rS+FJjSa/NB/Xv7+9vXolbtmxZdu7cyahRo3jnnXfM7a1Zs4ZChQpZnGdrawuAvb39Q+MMDQ3l3LlzTJkyhaJFi2Jra0uNGjXM06RWVlZp4ktOTrZoo0mTJpw6dYo1a9awYcMG6tWrR48ePZg4cSIpKSlUrVqVRYsWpen7QYtObG1tzfGLiIjI0/GvSuwyw2Qy0blzZ+bMmUPhwoWxsrKiTZs2AJQpU4bbt2+zc+dO82jThQsXOHr0KIGBgQDY2Nhw586dJ46jdOnSrF271qJsz549GTrX2tqaGzdumGO2tbUlLi6OoKCgdOtXqFCB+fPnk5ycnO6o3datW5k+fTpNmzYF7q4SPn/+vPl4avIVHx9vMQp4v/z58xMaGkpoaCh16tShf//+TJw4kSpVqrB06VK8vLxwcXHJ0DWKiIjI0/evWjyRWZ07d+bPP//k448/pl27djg6OgJQsmRJWrRowVtvvcW2bdv47bff6NChA4UKFaJFixbA3WfHrl69SmRkJOfPnzcvzHhcb7/9NocPH2bAgAEcPXqUZcuWERERAZBmJO/s2bP89ddfnDp1im+++YYFCxaY43F2dqZfv3707t2b+fPnExMTw6+//sq0adOYP38+AD179iQxMZF27dqxZ88ejh07xoIFCzhy5AgAJUqUYMGCBURHR7Nz507at29vMcpnb2/PCy+8wNixYzl06BBbtmwxP9uYasiQIfzvf//j+PHjHDx4kNWrV5uT4fbt25MvXz5atGjB1q1bOXnyJJs3b+b999/njz/+yNT9ExERkSeXKxK7IkWKUL9+fS5dukSXLl0sjoWHh1O1alWaNWtGjRo1MAyDtWvXmke6atasSffu3Wnbti358+dn/PjxmYrB39+fb7/9luXLl1OhQgVmzJhhXhV7/xRkQEAABQoUoESJEgwYMIC3336bzz//3Hx8xIgRDBkyhDFjxhAYGEijRo1YtWoV/v7+wN3nBDdu3MjVq1cJCgqiatWqzJ4923xN8+bN49KlS1SuXJk333yTXr164eXlZRHDvHnzSE5Oplq1arz//vuMHDnS4riNjQ1hYWFUqFCBunXrYm1tzZIlSwBwcHBgy5YtFClShFatWhEYGEiXLl24ceOGRvBERESykcl40INg8sRGjRrFzJkzOX36dHaH8q+TmJiIq6sr86fVw8E+xz8RINmoded12R2CiMhTlfo3MyEh4ZEDKPqLmoWmT5/Oc889h6enJz/99BMTJkygZ8+e2R2WiIiIPCOU2GWhY8eOMXLkSC5evEiRIkXo27cvYWFh2R2WiIiIPCOU2GWhTz/9lE8//TS7wxAREZFnVK5YPCEiIiIiGrGTbNayw3KtpBUREckiGrETERERySWU2ImIiIjkEkrsRERERHIJJXYiIiIiuYQWT0i2mrn0Fewc9GsoD9er/Q/ZHYKISI6gETsRERGRXEKJnYiIiEguocROREREJJdQYiciIiKSSyixExEREckllNjlEH/99RfvvfcexYoVw9bWFl9fX5o3b05kZKS5zvbt22natCnu7u7Y2dlRvnx5Jk2axJ07dyzaMplM5s3Z2Zlq1aqxfPly8/HZs2dTp04d3N3dcXd3p379+uzatcuijTFjxvDcc8/h7OyMl5cXLVu25MiRI0/3JoiIiMhDKbHLAWJjY6latSobN25k/PjxHDhwgHXr1hESEkKPHj0A+O9//0tQUBCFCxdm06ZNHD58mPfff59Ro0bRrl07DMOwaDM8PJz4+Hh2795NxYoVee2119ixYwcAUVFRvP7662zatIkdO3ZQpEgRGjZsyJkzZ8znb968mR49evDzzz+zfv16bt++TcOGDbl27do/d2NERETEgsm4/y++/Os0bdqU/fv3c+TIERwdHS2OXb58mbx581K0aFGCgoL47rvvLI6vWrWKl19+mSVLltC2bVvg7ojdf//7X1q2bAlAcnIybm5u9OrVizFjxqTp/86dO7i7u/PFF1/QsWPHdGM8d+4cXl5ebN68mbp16z7ymhITE3F1dWXcly/qPXbySHqPnYg8y1L/ZiYkJODi4vLQuhqx+5e7ePEi69ato0ePHmmSOgA3Nzd+/PFHLly4QL9+/dIcb968OaVKleLrr79+YB958+YlT548JCcnp3v8+vXrJCcn4+Hh8cA2EhISAB5YJykpicTERItNREREspYSu3+548ePYxgGpUuXfmCdo0ePAhAYGJju8dKlS5vr3C8pKYmRI0eSmJhIvXr10q3z0UcfUahQIerXr5/uccMw6NOnD7Vr16ZcuXLp1hkzZgyurq7mzdfX94HXIyIiIpmjObB/udSZcpPJlOG66ZXff/7rr7+OtbU1N27cwNXVlYkTJ9KkSZM0544fP56vv/6aqKgo7Ozs0m2/Z8+e7N+/n23btj0wtrCwMPr06WPeT0xMVHInIiKSxZTY/cuVLFkSk8lEdHS0+Zm4+5UqVQqA6Ohoatasmeb44cOHKVOmjEXZp59+Sv369XFxccHLyyvddidOnMjo0aPZsGEDFSpUSLfOe++9x8qVK9myZQuFCxd+4HXY2tpia2v7wOMiIiLy5DQV+y/n4eFBo0aNmDZtWrorTi9fvkzDhg3x8PBg0qRJaY6vXLmSY8eO8frrr1uU+/j4UKJEiQcmdRMmTGDEiBGsW7eOatWqpTluGAY9e/Zk+fLlbNy4EX9//0xeoYiIiGQVJXY5wPTp07lz5w7Vq1fnu+++49ixY0RHRzN16lRq1KiBo6Mjs2bN4n//+x//+c9/2L9/P7GxscydO5fQ0FBat25NmzZtMtzf+PHjGTRoEPPmzcPPz4+//vqLv/76i6tXr5rr9OjRg4ULF7J48WKcnZ3NdW7cuPE0boGIiIhkgBK7HMDf359ffvmFkJAQ+vbtS7ly5WjQoAGRkZHMmDEDgNatW7Np0yZOnz5N3bp1CQgIYPLkyQwcOJAlS5Zk6Bm9VNOnT+fWrVu0bt2aAgUKmLeJEyea68yYMYOEhASCg4Mt6ixdujTLr19EREQyRu+xk2yh99jJ49B77ETkWab32ImIiIg8g5TYiYiIiOQSSuxEREREcgkldiIiIiK5hJ5al2zVve1/H/kgqIiIiGSMRuxEREREcgkldiIiIiK5hBI7ERERkVxCiZ2IiIhILqHFE5Kt3lnVCht980SuEv7KuuwOQUTkmaUROxEREZFcQomdiIiISC6hxE5EREQkl1BiJyIiIpJLPLOJ3dChQ6lUqVJ2hyEiIiKSZXJEYhcaGorJZMJkMpE3b16KFStGv379uHbtWqbb7NevH5GRkY91zo0bN3B3d8fDw4MbN25kuu/cxs/PjylTpmR3GCIiIs+8HJHYATRu3Jj4+HhOnDjByJEjmT59Ov369XvsdgzD4Pbt2zg5OeHp6flY53733XeUK1eOMmXKsHz58sfuOz3JyclZ0o6IiIhIjknsbG1t8fHxwdfXlzfeeIP27duzYsUKFi5cSLVq1XB2dsbHx4c33niDs2fPms+LiorCZDLxww8/UK1aNWxtbdm6dWuaqdioqCiqV6+Oo6Mjbm5u1KpVi1OnTlnEMHfuXDp06ECHDh2YO3dumhgPHz5M7dq1sbOzo0yZMmzYsAGTycSKFSsAiI2NxWQysWzZMoKDg7Gzs2PhwoUAhIeHExgYiJ2dHaVLl2b69OkWbZ85c4a2bdvi7u6Op6cnLVq0IDY21nw8NDSUli1bMnr0aLy9vXFzc2PYsGHcvn2b/v374+HhQeHChZk3b16m2p04cSIFChTA09OTHj16mBPS4OBgTp06Re/evc2jqiIiIpI9ckxidz97e3uSk5O5desWI0aM4LfffmPFihWcPHmS0NDQNPU//PBDxowZQ3R0NBUqVLA4dvv2bVq2bElQUBD79+9nx44d/Oc//7FIUmJiYtixYwdt2rShTZs2bN++nRMnTpiPp6Sk0LJlSxwcHNi5cydffvklAwcOTDf2AQMG0KtXL6Kjo2nUqBGzZ89m4MCBjBo1iujoaEaPHs3gwYOZP38+ANevXyckJAQnJye2bNnCtm3bcHJyonHjxty6dcvc7saNG/nzzz/ZsmULkydPZujQoTRr1gx3d3d27txJ9+7d6d69O6dPn36sdjdt2kRMTAybNm1i/vz5REREEBERAcDy5cspXLgww4cPJz4+nvj4+HSvOSkpicTERItNREREslaOfOX/rl27WLx4MfXq1aNLly7m8mLFijF16lSqV6/O1atXcXJyMh8bPnw4DRo0SLe9xMREEhISaNasGcWLFwcgMDDQos68efNo0qQJ7u7uwN2p4Xnz5jFy5EgAfvzxR2JiYoiKisLHxweAUaNGpdvnBx98QKtWrcz7I0aMYNKkSeYyf39/Dh06xKxZs+jUqRNLlizBysqKOXPmmJPN8PBw3NzciIqKomHDhgB4eHgwdepUrKysCAgIYPz48Vy/fp2PP/4YgLCwMMaOHctPP/1Eu3btMtyuu7s7X3zxBdbW1pQuXZqXXnqJyMhI3nrrLTw8PLC2tjaPmD7ImDFjGDZs2AOPi4iIyJPLMSN2q1evxsnJCTs7O2rUqEHdunX5/PPP+fXXX2nRogVFixbF2dmZ4OBgAOLi4izOr1at2gPb9vDwIDQ0lEaNGtG8eXM+++wzi5GnO3fuMH/+fDp06GAu69ChA/Pnz+fOnTsAHDlyBF9fX4vkpnr16un2d28s586d4/Tp03Tt2hUnJyfzNnLkSGJiYgDYu3cvx48fx9nZ2Xzcw8ODmzdvmusAlC1bFiur//tIvb29KV++vHnf2toaT09P81T147RrbW1t3i9QoIDFdHdGhIWFkZCQYN5SRw1FREQk6+SYEbuQkBBmzJhB3rx5KViwIHnz5uXatWs0bNiQhg0bsnDhQvLnz09cXByNGjWymEoEcHR0fGj74eHh9OrVi3Xr1rF06VIGDRrE+vXreeGFF/jhhx/Mz6Ld686dO/z44480adIEwzAy/HzZvbGkpKQAMHv2bJ5//nmLeqnJVEpKClWrVmXRokVp2sqfP7/557x581ocS11FfH9Zap9P0m5qGxlla2uLra3tY50jIiIijyfHJHaOjo6UKFHCouzw4cOcP3+esWPH4uvrC8CePXsy3UflypWpXLkyYWFh1KhRg8WLF/PCCy8wd+5c2rVrl+aZubFjxzJ37lyaNGlC6dKliYuL4++//8bb2xuA3bt3P7JPb29vChUqxIkTJ2jfvn26dapUqcLSpUvx8vLCxcUl09f3tNq1sbExj1yKiIhI9skxU7HpKVKkCDY2Nnz++eecOHGClStXMmLEiMdu5+TJk4SFhbFjxw5OnTrFjz/+yNGjRwkMDOTcuXOsWrWKTp06Ua5cOYutU6dOrFy5knPnztGgQQOKFy9Op06d2L9/Pz/99JM5EXzUSN7QoUMZM2YMn332GUePHuXAgQOEh4czefJkANq3b0++fPlo0aIFW7du5eTJk2zevJn333+fP/744/Fv3P+XVe36+fmxZcsWzpw5w/nz5zMdj4iIiDyZHJ3Y5c+fn4iICL755hvKlCnD2LFjmThx4mO34+DgwOHDh3n11VcpVaoU//nPf+jZsydvv/02X331FY6OjtSrVy/NeSEhITg7O7NgwQKsra1ZsWIFV69e5bnnnqNbt24MGjQIADs7u4f2361bN+bMmUNERATly5cnKCiIiIgI/P39zfFt2bKFIkWK0KpVKwIDA+nSpQs3btx4opG2rGp3+PDhxMbGUrx4cYspXBEREflnmQzDMLI7iNzqp59+onbt2hw/fty82lbuSkxMxNXVlTcW1sPGIcc8ESAZEP7KuuwOQUQkV0n9m5mQkPDIgRf9Rc1C//3vf3FycqJkyZIcP36c999/n1q1aimpExERkX+EErssdOXKFT788ENOnz5Nvnz5qF+/PpMmTcrusEREROQZocQuC3Xs2JGOHTtmdxgiIiLyjFJiJ9lqRvPlWfoKFxERkWdZjl4VKyIiIiL/R4mdiIiISC6hxE5EREQkl1BiJyIiIpJLaPGEZKtXV40nr8PDv5lDnr61rwzK7hBERCQLaMROREREJJdQYiciIiKSSyixExEREckllNiJiIiI5BJK7HIIk8nEihUrAIiNjcVkMrFv375sjUlERET+XZ6JxG779u1YW1vTuHHjxzrPz8+PKVOmpCm/c+cOn376KRUqVMDOzg43NzeaNGnCTz/9lKn4/vrrL9577z2KFSuGra0tvr6+NG/enMjIyHTr+/r6Eh8fT7ly5TLVX0YpgRQREclZnonEbt68ebz33nts27aNuLi4J2rLMAzatWvH8OHD6dWrF9HR0WzevBlfX1+Cg4PNo2oZFRsbS9WqVdm4cSPjx4/nwIEDrFu3jpCQEHr06JHuOdbW1vj4+JAnj95WIyIiIv8n1yd2165dY9myZbzzzjs0a9aMiIgIi+MrV66kWrVq2NnZkS9fPlq1agVAcHAwp06donfv3phMJkwmEwDLli3j22+/5auvvqJbt274+/tTsWJFvvzyS15++WW6devGtWvXABg6dCiVKlViwYIF+Pn54erqSrt27bhy5Yq5/3fffReTycSuXbto3bo1pUqVomzZsvTp04eff/453Wu6fyQtKioKk8nEDz/8QOXKlbG3t+fFF1/k7NmzfP/99wQGBuLi4sLrr7/O9evXze2sW7eO2rVr4+bmhqenJ82aNSMmJsZ83N/fH4DKlStjMpkIDg42HwsPDycwMBA7OztKly7N9OnTM/cBiYiISJbJ9Ynd0qVLCQgIICAggA4dOhAeHo5hGACsWbOGVq1a8dJLL/Hrr78SGRlJtWrVAFi+fDmFCxdm+PDhxMfHEx8fD8DixYspVaoUzZs3T9NX3759uXDhAuvXrzeXxcTEsGLFClavXs3q1avZvHkzY8eOBeDixYusW7eOHj164OjomKY9Nze3x7rWoUOH8sUXX7B9+3ZOnz5NmzZtmDJlCosXL2bNmjWsX7+ezz//3Fz/2rVr9OnTh927dxMZGYmVlRWvvPIKKSkpAOzatQuADRs2EB8fz/LlywGYPXs2AwcOZNSoUURHRzN69GgGDx7M/PnzHyteERERyVq5fi5v7ty5dOjQAYDGjRtz9epVIiMjqV+/PqNGjaJdu3YMGzbMXL9ixYoAeHh4YG1tjbOzMz4+PubjR48eJTAwMN2+UsuPHj1qLktJSSEiIgJnZ2cA3nzzTSIjIxk1ahTHjx/HMAxKly6dJdc6cuRIatWqBUDXrl0JCwsjJiaGYsWKAdC6dWs2bdrEgAEDAHj11Vctzp87dy5eXl4cOnSIcuXKkT9/fgA8PT0t7sGIESOYNGmSeXTT39+fQ4cOMWvWLDp16pRubElJSSQlJZn3ExMTs+SaRURE5P/k6hG7I0eOsGvXLtq1awdAnjx5aNu2LfPmzQNg37591KtXL8v7TZ22hbsLMFKTOoACBQpw9uxZAPPI4b31n0SFChXMP3t7e+Pg4GBO6lLLUvuGu6OJb7zxBsWKFcPFxcU89fqw5xDPnTvH6dOn6dq1K05OTuZt5MiRFtO49xszZgyurq7mzdfX90kuVURERNKRq0fs5s6dy+3btylUqJC5zDAM8ubNy6VLl7C3t3/sNkuVKsWhQ4fSPRYdHQ1AyZIlzWV58+a1qGMymcxTnSVLlsRkMhEdHU3Lli0fO5b73duXyWR6aN8AzZs3x9fXl9mzZ1OwYEFSUlIoV64ct27demAfqefPnj2b559/3uKYtbX1A88LCwujT58+5v3ExEQldyIiIlksUyN27u7ueHh4pNk8PT0pVKgQQUFBhIeHZ3Wsj+X27dt89dVXTJo0iX379pm33377jaJFi7Jo0SIqVKjwwFeKANjY2HDnzh2Lsnbt2nHs2DFWrVqVpv6kSZPw9PSkQYMGGYrRw8ODRo0aMW3aNPOCi3tdvnw5Q+1kxoULF4iOjmbQoEHUq1ePwMBALl26ZFHHxsYGwOIeeHt7U6hQIU6cOEGJEiUsttQRv/TY2tri4uJisYmIiEjWytSI3ZAhQxg1ahRNmjShevXqGIbB7t27zQsBTp48yTvvvMPt27d56623sjrmDFm9ejWXLl2ia9euuLq6Whxr3bo1c+fO5dNPP6VevXoUL16cdu3acfv2bb7//ns+/PBD4O406pYtW2jXrh22trbky5ePdu3a8c0339CpUycmTJhAvXr1SExMZNq0aaxcuZJvvvkm3YUQDzJ9+nRq1qxJ9erVGT58OBUqVOD27dusX7+eGTNmmEcBs5q7uzuenp58+eWXFChQgLi4OD766COLOl5eXtjb27Nu3ToKFy6MnZ0drq6uDB06lF69euHi4kKTJk1ISkpiz549XLp0yWJUTkRERP5ZmRqx27ZtGyNHjmTBggW899579OrViwULFjBy5Ej27t3L7NmzmTBhAlOnTs3qeDNs7ty51K9fP01SB3cXDezbtw8XFxe++eYbVq5cSaVKlXjxxRfZuXOnud7w4cOJjY2lePHi5oUEJpOJZcuWMXDgQD799FNKly5NnTp1OHXqFJs2bXrsKVV/f39++eUXQkJC6Nu3L+XKlaNBgwZERkYyY8aMJ7oHD2NlZcWSJUvYu3cv5cqVo3fv3kyYMMGiTp48eZg6dSqzZs2iYMGCtGjRAoBu3boxZ84cIiIiKF++PEFBQURERDx0xE5ERESePpOR+gT/Y3BycmLfvn2UKFHCovz48eNUqlSJq1evEhMTQ4UKFdKdYhRJTEzE1dWV+gsHktfBLrvDeeatfWVQdocgIiIPkPo3MyEh4ZGPMmVqxM7DwyPdZ8xWrVqFh4cHcPcdafeuBhURERGRpytTz9gNHjyYd955h02bNlG9enXzNyesXbuWmTNnArB+/XqCgoKyNFgRERERebBMJXZvvfUWZcqU4YsvvmD58uXml+xu3ryZmjVrAne/hUFERERE/jmZfo9drVq1zN9yICIiIiLZ74lfUHzjxg2Sk5MtyvSOMsmo75p/qN8XERGRLJKpxRPXr1+nZ8+eeHl54eTkhLu7u8UmIiIiIv+8TCV2/fv3Z+PGjUyfPh1bW1vmzJnDsGHDKFiwIF999VVWxygiIiIiGZCpqdhVq1bx1VdfERwcTJcuXahTpw4lSpQwf1VX+/btszpOEREREXmETI3YXbx40fwtAy4uLly8eBGA2rVrs2XLlqyLTkREREQyLFMjdsWKFSM2NpaiRYtSpkwZli1bRvXq1Vm1ahVubm5ZHKLkZq3/N5+8DvbZHUaus+bVbtkdgoiIZINMjdh17tyZ3377DYCwsDDzs3a9e/emf//+WRqgiIiIiGRMpkbsevfubf45JCSEw4cPs2fPHooXL07FihWzLDgRERERybhMjdh99dVXJCUlmfeLFClCq1atCAwM1KrYZ8TWrVupUaMGAQEBVK5cmbfffju7QxIREXnmmQzDMB73JGtra+Lj4/Hy8rIov3DhAl5eXty5cyfLApTcKTExEVdXVxp8NVXP2D0FesZORCT3SP2bmZCQ8MiX+mdqxM4wDEwmU5ryP/74A1dX18w0KSIiIiJP6LGesatcuTImkwmTyUS9evXIk+f/Tr9z5w4nT56kcePGWR6k/Dtt376dOnXqEBISwoYNG7I7HBERkWfeYyV2LVu2BGDfvn00atQIJycn8zEbGxv8/Px49dVXszRA+feaO3cu7733HnPmzOHkyZPmdxuKiIhI9nisxO6TTz4BwM/Pj7Zt22JnZ/dUgpJ/v6tXr7Js2TL27NnD2bNnCQ8PZ/jw4dkdloiIyDMtU8/YderUCTs7O27dusUff/xBXFycxSa539KlSyldujQBAQF06NCBiIgIUlJSsjssERGRZ1qm3mN37NgxunTpwvbt2y3KUxdVaFVs7jdnzhw6dOgAQMOGDUlKSuLHH3984DOWSUlJFq/ISUxM/EfiFBEReZZkKrELDQ0lT548rF69mgIFCqS7QlZyr0OHDrFnzx5WrFgBQJ48eXj99deZN2/eAxO7MWPGMGzYsH8wShERkWdPphK7ffv2sXfvXkqXLp3V8UgOMHfuXG7fvk2hQoXMZYZhkCdPHs6fP0++fPnSnBMWFkafPn3M+4mJifj6+v4j8YqIiDwrMpXYlSlThvPnz2d1LJIDJCcns2DBAiZNmkTDhg0tjrVp04aFCxfywQcfpDnP1tYWW1vbfyhKERGRZ1OGE7t7n4kaN24cH374IaNHj6Z8+fLkzZvXou6j3oosOdfKlStJSEiga9euaV5G/dprrzF37tx0EzsRERF5+jKc2Lm5uVk8S2cYBvXq1bOoo8UTud/cuXOpX79+ut8w8uqrrzJ8+HB27dpF9erVsyE6ERGRZ1uGE7tNmzY9zTgkh1i7du0Dj1WoUIFMfPWwiIiIZJEMJ3ZBQUFPMw4REREReUKZekHxunXr2LZtm3l/2rRpVKpUiTfeeINLly5lWXAiIiIiknGZSuz69+9vXkxx4MAB+vTpQ9OmTTlx4oTFKy1ERERE5J+TqdednDx5kjJlygDw3Xff0bx5c0aPHs0vv/xC06ZNszRAEREREcmYTCV2NjY2XL9+HYANGzbQsWNHADw8PPRVUfJYvm3RSa/HERERySKZSuxq165Nnz59qFWrFrt27WLp0qUAHD16lMKFC2dpgCIiIiKSMZl6xu6LL74gT548fPvtt8yYMcP81VLff//9A78rVERERESeLpOhF49JNkhMTMTV1ZWEhARNxYqIiDzE4/zNzNRU7L1u3LhBcnKyRZn+UIuIiIj88zKV2F27do0BAwawbNkyLly4kOa4vlJMMqrNipXkdXDI7jBypFWtW2V3CCIi8i+TqWfsPvzwQzZu3Mj06dOxtbVlzpw5DBs2jIIFC/LVV19ldYwiIiIikgGZGrFbtWoVX331FcHBwXTp0oU6depQokQJihYtyqJFi2jfvn1WxykiIiIij5CpEbuLFy/i7+8P3H2e7uLFi8Dd16Bs2bIl66ITERERkQzLVGJXrFgxYmNjAShTpgzLli0D7o7kubm5ZVVsIiIiIvIYMpXYde7cmd9++w2AsLAw87N2vXv3pn///lkaoIiIiIhkTKaesevdu7f555CQEA4fPsyePXsoXrw4FStWzLLg5P+YTKaHHu/UqRMRERH/TDAiIiLyr5Tp99hFRkYSGRnJ2bNnSUlJsTg2b968Jw5MLMXHx5t/Xrp0KUOGDOHIkSPmMnt7e4v6ycnJ5M2b9x+LT0RERLJfpqZihw0bRsOGDYmMjOT8+fNcunTJYpOs5+PjY95cXV0xmUzm/Zs3b+Lm5sayZcsIDg7Gzs6OhQsXMnToUCpVqmTRzpQpU/Dz8zPvh4aG0rJlS0aPHo23tzdubm4MGzaM27dv079/fzw8PChcuLBFsh4bG4vJZGLJkiXUrFkTOzs7ypYtS1RU1D9zM0RERCRdmRqxmzlzJhEREbz55ptZHY88gQEDBjBp0iTCw8OxtbXlyy+/zNB5GzdupHDhwmzZsoWffvqJrl27smPHDurWrcvOnTtZunQp3bt3p0GDBvj6+prP69+/P1OmTKFMmTJMnjyZl19+mZMnT+Lp6Zmmj6SkJJKSksz7iYmJT37BIiIiYiFTI3a3bt2iZs2aWR2LPKEPPviAVq1a4e/vT8GCBTN8noeHB1OnTiUgIIAuXboQEBDA9evX+fjjjylZsiRhYWHY2Njw008/WZzXs2dPXn31VQIDA5kxYwaurq7MnTs33T7GjBmDq6urebs3QRQREZGskanErlu3bixevDirY5EnVK1atUydV7ZsWays/u9Xwdvbm/Lly5v3ra2t8fT05OzZsxbn1ahRw/xznjx5qFatGtHR0en2ERYWRkJCgnk7ffp0pmIVERGRB8vwVGyfPn3MP6ekpPDll1+yYcMGKlSokOYh/cmTJ2ddhJJhjo6OFvtWVlYYhmFRlpycnOa8+z8/k8mUbtn9i2TS86DVu7a2ttja2j7yfBEREcm8DCd2v/76q8V+6kP5v//+u0X5o17LIf+c/Pnz89dff2EYhvlz2bdvX5a1//PPP1O3bl0Abt++zd69e+nZs2eWtS8iIiKPJ8OJ3aZNm55mHPIUBAcHc+7cOcaPH0/r1q1Zt24d33//PS4uLlnS/rRp0yhZsiSBgYF8+umnXLp0iS5dumRJ2yIiIvL4MvWMneQMgYGBTJ8+nWnTplGxYkV27dpFv379sqz9sWPHMm7cOCpWrMjWrVv53//+R758+bKsfREREXk8JuP+h7BEHiE2NhZ/f39+/fXXNO/Jy6jExERcXV1pNH8BeR0csjbAZ8Sq1q2yOwQREfkHpP7NTEhIeOSsm0bsRERERHIJJXYiIiIiuUSmvytWnl1+fn5pXqMiIiIi2U8jdiIiIiK5hEbsJFsta/lylr1+RURE5FmnETsRERGRXEKJnYiIiEguocROREREJJdQYiciIiKSS2jxhGSrN/63g7wOjtkdRo7y31drZ3cIIiLyL6UROxEREZFcQomdiIiISC6hxE5EREQkl1BiJyIiIpJLKLF7yvz8/JgyZUp2hyEiIiLPgFyR2IWGhtKyZUuaN29O/fr1062zY8cOTCYTv/zyyyPbe5rJmJ+fHyaTCZPJhLW1NQULFqRr165cunTpqfQnIiIiz45ckdil6tq1Kxs3buTUqVNpjs2bN49KlSpRpUqVbIjM0vDhw4mPjycuLo5FixaxZcsWevXqld1hiYiISA6XqxK7Zs2a4eXlRUREhEX59evXWbp0KV27dgXgu+++o2zZstja2uLn58ekSZPMdYODgzl16hS9e/c2j6yl2r59O3Xr1sXe3h5fX1969erFtWvXzMfPnj1L8+bNsbe3x9/fn0WLFqUbp7OzMz4+PhQqVIiQkBA6duyYZiTxUX0lJSXx4Ycf4uvri62tLSVLlmTu3LkA3Llzh65du+Lv74+9vT0BAQF89tlnFu0HBwfzwQcfWJS1bNmS0NBQ8/706dMpWbIkdnZ2eHt707p1a/MxwzAYP348xYoVw97enooVK/Ltt9+me70iIiLyz8hViV2ePHno2LEjERERGIZhLv/mm2+4desW7du3Z+/evbRp04Z27dpx4MABhg4dyuDBg83J4PLlyylcuLB5VC0+Ph6AAwcO0KhRI1q1asX+/ftZunQp27Zto2fPnuZ+QkNDiY2NZePGjXz77bdMnz6ds2fPPjTmM2fOsHr1ap5//nlzWUb66tixI0uWLGHq1KlER0czc+ZMnJycAEhJSaFw4cIsW7aMQ4cOMWTIED7++GOWLVuW4Xu5Z88eevXqxfDhwzly5Ajr1q2jbt265uODBg0iPDycGTNmcPDgQXr37k2HDh3YvHlzuu0lJSWRmJhosYmIiEjWMhn3ZkA5VGhoKJcvX2bFihUcPnyYwMBANm7cSEhICABBQUEUKlSIxYsX0759e86dO8ePP/5oPv/DDz9kzZo1HDx4ELj7HNwHH3xgMaLVsWNH7O3tmTVrlrls27ZtBAUFce3aNeLi4ggICODnn382J2mpsXz66afmtvz8/IiPjydv3rzcuXOHmzdv8vzzz7Nu3Trc3Nweq6/169c/8JnC+/Xo0YO///7bPKoWHBxMpUqVLJ4lbNmyJW5ubkRERLB8+XI6d+7MH3/8gbOzs0Vb165dI1++fGzcuJEaNWqYy7t168b169dZvHhxmv6HDh3KsGHD0pS/9NU6ffPEY9I3T4iIPFsSExNxdXUlISEBFxeXh9bNVSN2AKVLl6ZmzZrMmzcPgJiYGLZu3UqXLl0AiI6OplatWhbn1KpVi2PHjnHnzp0Htrt3714iIiJwcnIyb40aNSIlJYWTJ08SHR1Nnjx5qFatmkUsqcnavfr378++ffvYv38/kZGRALz00kvm/h/V1759+7C2tiYoKOiB8c6cOZNq1aqRP39+nJycmD17NnFxcRm7iUCDBg0oWrQoxYoV480332TRokVcv34dgEOHDnHz5k0aNGhgEeNXX31FTExMuu2FhYWRkJBg3k6fPp3hWERERCRjcuV3xXbt2pWePXsybdo0wsPDKVq0KPXq1QPuPht273NzqWWPkpKSwttvv53uIociRYpw5MgRgDRtpydfvnyUKFECgJIlSzJlyhRq1KjBpk2bqF+//iP7On78+EPbX7ZsGb1792bSpEnUqFEDZ2dnJkyYwM6dO811rKys0lx3cnKy+WdnZ2d++eUXoqKi+PHHHxkyZAhDhw5l9+7dpKSkALBmzRoKFSpk0YatrW26Mdna2j7wmIiIiGSNXJnYtWnThvfff5/Fixczf/583nrrLXPCVaZMGbZt22ZRf/v27ZQqVQpra2sAbGxs0ozeValShYMHD5oTsvsFBgZy+/Zt9uzZQ/Xq1QE4cuQIly9ffmS8qf3euHEjQ32VL1+elJQUNm/enO5U7NatW6lZsybvvvuuuez+kbT8+fObnx+Euwsufv/9d/P0Ndx9ZrF+/frUr1+fTz75BDc3NzZu3EiDBg2wtbUlLi7uoaOGIiIi8s/KdVOxAE5OTrRt25aPP/6YP//802KlZ9++fYmMjGTEiBEcPXqU+fPn88UXX9CvXz9zHT8/P7Zs2cKZM2c4f/48AAMGDGDHjh306NGDffv2cezYMVauXMl7770HQEBAAI0bN+att95i586d7N27l27dumFvb58mvitXrvDXX38RHx/Prl276N+/P/ny5aNmzZoZ6svPz49OnTrRpUsXVqxYwcmTJ4mKijIvjihRogR79uzhhx9+4OjRowwePJjdu3dbxPDiiy+yZs0a1qxZw+HDh3n33XctktDVq1czdepU9u3bx6lTp/jqq69ISUkhICAAZ2dn+vXrR+/evZk/fz4xMTH8+uuvTJs2jfnz5z/5BygiIiKZkisTO8D80t/69etTpEgRc3mVKlVYtmwZS5YsoVy5cgwZMoThw4dbJH/Dhw8nNjaW4sWLkz9/fgAqVKjA5s2bOXbsGHXq1KFy5coMHjyYAgUKmM8LDw/H19eXoKAgWrVqxX/+8x+8vLzSxDZkyBAKFChAwYIFadasGY6Ojqxfvx5PT88M9zVjxgxat27Nu+++S+nSpXnrrbfMr0Pp3r07rVq1om3btjz//PNcuHDBYvQOoEuXLnTq1ImOHTsSFBSEv7+/xWidm5sby5cv58UXXyQwMJCZM2fy9ddfU7ZsWQBGjBjBkCFDGDNmDIGBgTRq1IhVq1bh7++f2Y9MREREnlCuWBUrOU/qCh+tin18WhUrIvJseaZXxYqIiIg8q5TYiYiIiOQSSuxEREREcolc+boTyTkWt6jxyOcFREREJGM0YiciIiKSSyixExEREckllNiJiIiI5BJK7ERERERyCSV2IiIiIrmEVsVKtvpw1R/YODhndxhP3dRXfLM7BBEReQZoxE5EREQkl1BiJyIiIpJLKLETERERySVyfWLn5+fHlClTMlx/6NChVKpU6Yn7NZlMrFix4onbedpiY2MxmUzs27cvu0MRERGRJ6TFE884X19f4uPjyZcvX3aHIiIiIk8o14/YPSuSk5MzdZ61tTU+Pj7kyaMcX0REJKfL8YndlStXaN++PY6OjhQoUIBPP/2U4OBgPvjgg3Trx8XF0aJFC5ycnHBxcaFNmzb8/fffaerNmjULX19fHBwceO2117h8+bL52O7du2nQoAH58uXD1dWVoKAgfvnllwfG+Oqrr/Lee++Z9z/44ANMJhMHDx4E4Pbt2zg7O/PDDz8AsG7dOmrXro2bmxuenp40a9aMmJgY8/mp06fLli0jODgYOzs7Fi5cSGhoKC1btmT06NF4e3vj5ubGsGHDuH37Nv3798fDw4PChQszb968NG2lTsVGRUVhMpmIjIykWrVqODg4ULNmTY4cOWJxTSNHjsTLywtnZ2e6devGRx99lCVT2CIiIpJ5OT6x69OnDz/99BMrV65k/fr1bN269YFJlmEYtGzZkosXL7J582bWr19PTEwMbdu2tah3/Phxli1bxqpVq1i3bh379u2jR48e5uNXrlyhU6dObN26lZ9//pmSJUvStGlTrly5km6/wcHBREVFmfc3b95Mvnz52Lx5M3A3Ubx58ya1atUC4Nq1a/Tp04fdu3cTGRmJlZUVr7zyCikpKRbtDhgwgF69ehEdHU2jRo0A2LhxI3/++Sdbtmxh8uTJDB06lGbNmuHu7s7OnTvp3r073bt35/Tp0w+9rwMHDmTSpEns2bOHPHny0KVLF/OxRYsWMWrUKMaNG8fevXspUqQIM2bMeGh7IiIi8vTl6Pm3K1euMH/+fBYvXky9evUACA8Pp2DBgunW37BhA/v37+fkyZP4+t59YeyCBQsoW7Ysu3fv5rnnngPg5s2bzJ8/n8KFCwPw+eef89JLLzFp0iR8fHx48cUXLdqdNWsW7u7ubN68mWbNmqXpNzg4mPfff5/z589jbW3NwYMH+eSTT4iKiuLdd98lKiqKqlWr4uTkBNwd4bvX3Llz8fLy4tChQ5QrV85c/sEHH9CqVSuLuh4eHkydOhUrKysCAgIYP348169f5+OPPwYgLCyMsWPH8tNPP9GuXbsH3ttRo0YRFBQEwEcffcRLL73EzZs3sbOz4/PPP6dr16507twZgCFDhvDjjz9y9erVB7aXlJREUlKSeT8xMfGBdUVERCRzcvSI3YkTJ0hOTqZ69ermMldXVwICAtKtHx0dja+vrzmpAyhTpgxubm5ER0eby4oUKWJO6gBq1KhBSkqKeTry7NmzdO/enVKlSuHq6oqrqytXr14lLi4u3X7LlSuHp6cnmzdvZuvWrVSsWJGXX37ZPGIXFRVlTqIAYmJieOONNyhWrBguLi74+/sDpGm/WrVqafoqW7YsVlb/97F6e3tTvnx58761tTWenp6cPXs23VhTVahQwfxzgQIFzNcNcOTIEYt7DqTZv9+YMWPM98rV1dXiMxAREZGskaNH7AzDAO6+WiS98vTq31/3YeWpUo+l/m9oaCjnzp1jypQpFC1aFFtbW2rUqMGtW7ceeH7dunWJiorCxsaG4OBgypUrx507dzhw4ADbt2+3eCawefPm+Pr6Mnv2bAoWLEhKSgrlypVL076jo2OavvLmzZum7/TK7p/WfVg7qdd97zkZveepwsLC6NOnj3k/MTFRyZ2IiEgWy9EjdsWLFydv3rzs2rXLXJaYmMixY8fSrV+mTBni4uIsni87dOgQCQkJBAYGmsvi4uL4888/zfs7duzAysqKUqVKAbB161Z69epF06ZNKVu2LLa2tpw/f/6hsaY+ZxcVFUVwcDAmk4k6deowceJEbty4YX6+7sKFC0RHRzNo0CDq1atHYGAgly5devyb8xQFBARY3HOAPXv2PPQcW1tbXFxcLDYRERHJWjl6xM7Z2ZlOnTqZV3x6eXnxySefYGVlle4IXP369alQoQLt27dnypQp3L59m3fffZegoCCLaU07Ozs6derExIkTSUxMpFevXrRp0wYfHx8ASpQowYIFC6hWrRqJiYn0798fe3v7h8aa+pxdnjx5qFOnjrmsb9++VKlSxZzouLu74+npyZdffkmBAgWIi4vjo48+yqpbliXee+893nrrLapVq0bNmjVZunQp+/fvp1ixYtkdmoiIyDMtR4/YAUyePJkaNWrQrFkz6tevT61atQgMDMTOzi5N3dRvg3B3d6du3brUr1+fYsWKsXTpUot6JUqUoFWrVjRt2pSGDRtSrlw5pk+fbj4+b948Ll26ROXKlXnzzTfp1asXXl5eD42zXLly5MuXj4oVK5qTuKCgIO7cuWPxfJ2VlRVLlixh7969lCtXjt69ezNhwoQnuUVZrn379oSFhdGvXz+qVKnCyZMnCQ0NTfeei4iIyD/HZDzq4agc5tq1axQqVIhJkybRtWvX7A7nmdGgQQN8fHxYsGBBhuonJibi6urK2wsPYuPg/JSjy35TX9HzhCIikjmpfzMTEhIe+ShTjp6KBfj11185fPgw1atXJyEhgeHDhwPQokWLbI4s97p+/TozZ86kUaNGWFtb8/XXX7NhwwbWr1+f3aGJiIg803J8YgcwceJEjhw5go2NDVWrVmXr1q367tOnyGQysXbtWkaOHElSUhIBAQF899131K9fP7tDExEReabl+MSucuXK7N27N7vDeKbY29uzYcOG7A5DRERE7pPjF0+IiIiIyF05fsROcrbxzQvrnXYiIiJZRCN2IiIiIrmEEjsRERGRXEKJnYiIiEguocROREREJJfQ4gnJVitXXMDB4VZ2h5GlWrXWOxRFRCR7aMROREREJJdQYiciIiKSSyixExEREckllNiJiIiI5BK5NrEzmUysWLECgNjYWEwmE/v27cvWmJ5UREQEbm5u2R2GiIiI/Evl2MTur7/+4r333qNYsWLY2tri6+tL8+bNiYyMTFPX19eX+Ph4ypUr91RjetIEctOmTTRt2hRPT08cHBwoU6YMffv25cyZM1kbqIiIiORKOTKxi42NpWrVqmzcuJHx48dz4MAB1q1bR0hICD169EhT39raGh8fH/Lk+fe+3WXWrFnUr18fHx8fvvvuOw4dOsTMmTNJSEhg0qRJ2R2eiIiI5AA5MrF79913MZlM7Nq1i9atW1OqVCnKli1Lnz59+Pnnn9PUv38kLSoqCpPJxA8//EDlypWxt7fnxRdf5OzZs3z//fcEBgbi4uLC66+/zvXr183trFu3jtq1a+Pm5oanpyfNmjUjJibGfNzf3x+AypUrYzKZCA4ONh8LDw8nMDAQOzs7SpcuzfTp083H/vjjD3r16kWvXr2YN28ewcHB+Pn5UbduXebMmcOQIUMsrueHH34gMDAQJycnGjduTHx8vPnY7t27adCgAfny5cPV1ZWgoCB++eUXi/NNJhNz5szhlVdewcHBgZIlS7Jy5UqLOitXrqRkyZLY29sTEhLC/PnzMZlMXL582Vxn+/bt1K1bF3t7e3x9fenVqxfXrl17xKcnIiIiT0uOS+wuXrzIunXr6NGjB46OjmmOP84zaEOHDuWLL75g+/btnD59mjZt2jBlyhQWL17MmjVrWL9+PZ9//rm5/rVr1+jTpw+7d+8mMjISKysrXnnlFVJSUgDYtWsXABs2bCA+Pp7ly5cDMHv2bAYOHMioUaOIjo5m9OjRDB48mPnz5wPwzTffcOvWLT788MN047z3mq5fv87EiRNZsGABW7ZsIS4ujn79+pmPX7lyhU6dOrF161Z+/vlnSpYsSdOmTbly5YpFm8OGDaNNmzbs37+fpk2b0r59ey5evAjcTYRbt25Ny5Yt2bdvH2+//TYDBw60OP/AgQM0atSIVq1asX//fpYuXcq2bdvo2bNnhu+/iIiIZK1/79zkAxw/fhzDMChduvQTtzVy5Ehq1aoFQNeuXQkLCyMmJoZixYoB0Lp1azZt2sSAAQMAePXVVy3Onzt3Ll5eXhw6dIhy5cqRP39+ADw9PfHx8THXGzFiBJMmTaJVq1bA3ZG9Q4cOMWvWLDp16sSxY8dwcXGhQIECj4w5OTmZmTNnUrx4cQB69uzJ8OHDzcdffPFFi/qzZs3C3d2dzZs306xZM3N5aGgor7/+OgCjR4/m888/Z9euXTRu3JiZM2cSEBDAhAkTAAgICOD3339n1KhR5vMnTJjAG2+8wQcffABAyZIlmTp1KkFBQcyYMQM7OzuLOJKSkkhKSjLvJyYmPvJaRURE5PHkuBE7wzCAu9OJT6pChQrmn729vXFwcDAndallZ8+eNe/HxMTwxhtvUKxYMVxcXMxTr3FxcQ/s49y5c5w+fZquXbvi5ORk3kaOHGmexjUMI8PX4+DgYE7qAAoUKGAR49mzZ+nevTulSpXC1dUVV1dXrl69mibGe6/d0dERZ2dncztHjhzhueees6hfvXp1i/29e/cSERFhcU2NGjUiJSWFkydPpol7zJgx5nhcXV3x9fXN0PWKiIhIxuW4EbuSJUtiMpmIjo6mZcuWT9RW3rx5zT+bTCaL/dSy1GlWgObNm+Pr68vs2bMpWLAgKSkplCtXjlu3Hvxdp6nnz549m+eff97imLW1NQClSpUiISGB+Pj4R47apRdjarILd0fizp07x5QpUyhatCi2trbUqFEjTYwPu9b0Es17+0i9rrfffptevXqlibFIkSJpysLCwujTp495PzExUcmdiIhIFstxI3YeHh40atSIadOmpfug/r0P92elCxcuEB0dzaBBg6hXrx6BgYFcunTJoo6NjQ0Ad+7cMZd5e3tTqFAhTpw4QYkSJSy21BG/1q1bY2Njw/jx49Pt+3GuaevWrfTq1YumTZtStmxZbG1tOX/+/GNda+nSpdm9e7dF2Z49eyz2q1SpwsGDB9NcU4kSJcz34V62tra4uLhYbCIiIpK1clxiBzB9+nTu3LlD9erV+e677zh27BjR0dFMnTqVGjVqPJU+3d3d8fT05Msvv+T48eNs3LjRYgQKwMvLC3t7e9atW8fff/9NQkICcHeRxpgxY/jss884evQoBw4cIDw8nMmTJwN337P36aef8tlnn9G1a1c2b97MqVOn+Omnn3j77bcZMWJEhuMsUaIECxYsIDo6mp07d9K+fXvs7e0f61rffvttDh8+zIABAzh69CjLli0jIiIC+L8p8AEDBrBjxw569OjBvn37OHbsGCtXruS99957rL5EREQk6+TIxM7f359ffvmFkJAQ+vbtS7ly5WjQoAGRkZHMmDHjqfRpZWXFkiVL2Lt3L+XKlaN3797mxQWp8uTJw9SpU5k1axYFCxakRYsWAHTr1o05c+YQERFB+fLlCQoKIiIiwjxiB3df4fLjjz9y5swZXnnlFUqXLk23bt1wcXGxWPX6KPPmzePSpUtUrlyZN998k169euHl5fVY1+rv78+3337L8uXLqVChAjNmzDCvirW1tQXuPqO3efNmjh07Rp06dahcuTKDBw/O0AIQEREReTpMxv0PT4mkY9SoUcycOZPTp09nSXuJiYm4urqyYP4JHBycs6TNf4tWrfNldwgiIpKLpP7NTEhIeOSjTDlu8YT8M6ZPn85zzz2Hp6cnP/30ExMmTNA76kRERP7llNhJuo4dO8bIkSO5ePEiRYoUoW/fvoSFhWV3WCIiIvIQSuwkXZ9++imffvppdochIiIijyFHLp4QERERkbQ0YifZ6uWWnnqnnYiISBbRiJ2IiIhILqHETkRERCSXUGInIiIikksosRMRERHJJbR4QrLVb/PP4WR/M7vDyFKVuz3eV7iJiIhkFY3YiYiIiOQSSuxEREREcgkldiIiIiK5hBI7ERERkVxCid1TFBUVhclk4vLly9kdioiIiDwDlNg9RTVr1iQ+Ph5XV9fsDuWp8vPzY8qUKdkdhoiIyDNPid1TZGNjg4+PDyaTKd3jd+7cISUl5R+OSkRERHKrZzqxMwyD8ePHU6xYMezt7alYsSLffvst8H/TqJGRkVSrVg0HBwdq1qzJkSNHADhy5Agmk4nDhw9btDl58mT8/PwwDCPNVGxERARubm6sXr2aMmXKYGtry6lTp7h06RIdO3bE3d0dBwcHmjRpwrFjx8xtpp73ww8/EBgYiJOTE40bNyY+Pt5cJzQ0lJYtWzJ69Gi8vb1xc3Nj2LBh3L59m/79++Ph4UHhwoWZN2+eRbxnzpyhbdu2uLu74+npSYsWLYiNjU3T7sSJEylQoACenp706NGD5ORkAIKDgzl16hS9e/fGZDI9MIkVERGRp++ZTuwGDRpEeHg4M2bM4ODBg/Tu3ZsOHTqwefNmc52BAwcyadIk9uzZQ548eejSpQsAAQEBVK1alUWLFlm0uXjxYt54440HJjjXr19nzJgxzJkzh4MHD+Ll5UVoaCh79uxh5cqV7NixA8MwaNq0qTl5Sj1v4sSJLFiwgC1bthAXF0e/fv0s2t64cSN//vknW7ZsYfLkyQwdOpRmzZrh7u7Ozp076d69O927d+f06dPmNkNCQnBycmLLli1s27bNnDTeunXL3O6mTZuIiYlh06ZNzJ8/n4iICCIiIgBYvnw5hQsXZvjw4cTHx1skm/dKSkoiMTHRYhMREZGs9cwmdteuXWPy5MnMmzePRo0aUaxYMUJDQ+nQoQOzZs0y1xs1ahRBQUGUKVOGjz76iO3bt3Pz5t1vSmjfvj2LFy821z169Ch79+6lQ4cOD+w3OTmZ6dOnU7NmTQICAvjzzz9ZuXIlc+bMoU6dOlSsWJFFixZx5swZVqxYYXHezJkzqVatGlWqVKFnz55ERkZatO3h4cHUqVMJCAigS5cuBAQEcP36dT7++GNKlixJWFgYNjY2/PTTTwAsWbIEKysr5syZQ/ny5QkMDCQ8PJy4uDiioqLM7bq7u/PFF19QunRpmjVrxksvvWTu28PDA2tra5ydnfHx8cHHxyfd6x4zZgyurq7mzdfXN2MflIiIiGTYM5vYHTp0iJs3b9KgQQOcnJzM21dffUVMTIy5XoUKFcw/FyhQAICzZ88C0K5dO06dOsXPP/8MwKJFi6hUqRJlypR5YL82NjYWbUZHR5MnTx6ef/55c5mnpycBAQFER0ebyxwcHChevLhFLKlxpCpbtixWVv/3kXp7e1O+fHnzvrW1NZ6enubz9u7dy/Hjx3F2djZfv4eHBzdv3rS4B2XLlsXa2vqhfT9KWFgYCQkJ5i111FBERESyzjP7XbGpixbWrFlDoUKFLI7Z2tqaE5u8efOay1OnV1PPLVCgACEhISxevJgXXniBr7/+mrfffvuh/drb21tM0xqGkW49wzAs6t0bR2os95+bXp30ylLjT0lJSXc6GSB//vwPbfdxF33Y2tpia2v7WOeIiIjI43lmE7vUxQtxcXEEBQWlOX7viNXDtG/fngEDBvD6668TExNDu3btHjuO27dvs3PnTmrWrAnAhQsXOHr0KIGBgY/V1uOqUqUKS5cuxcvLCxcXl0y3Y2Njw507d7IwMhEREcmMZ3Yq1tnZmX79+tG7d2/mz59PTEwMv/76K9OmTWP+/PkZbqdVq1YkJibyzjvvEBISkmb071FKlixJixYteOutt9i2bRu//fYbHTp0oFChQrRo0eJxL+uxtG/fnnz58tGiRQu2bt3KyZMn2bx5M++//z5//PFHhtvx8/Njy5YtnDlzhvPnzz/FiEVERORhntnEDmDEiBEMGTKEMWPGEBgYSKNGjVi1ahX+/v4ZbsPFxYXmzZvz22+/0b59+0zFER4eTtWqVWnWrBk1atTAMAzWrl2bZgo0qzk4OLBlyxaKFClCq1atCAwMpEuXLty4ceOxRvCGDx9ObGwsxYsXt5jCFRERkX+WyXjQQ14iT1FiYiKurq5smXocJ3vn7A4nS1Xu5pXdIYiISC6S+jczISHhkQMvz/SInYiIiEhuosROREREJJdQYiciIiKSSyixExEREcklntn32Mm/Q8VO+Z/oHXoiIiLyfzRiJyIiIpJLKLETERERySWU2ImIiIjkEkrsRERERHIJLZ6QbPX31Biu2+Wub57w6Vciu0MQEZFnlEbsRERERHIJJXYiIiIiuYQSOxEREZFcQomdiIiISC6hxE6yjJ+fH1OmTMnuMERERJ5ZSuxEREREcgkldiIiIiK5hBK7HGLdunXUrl0bNzc3PD09adasGTExMQBERUVhMpm4fPmyuf6+ffswmUzExsYCcOrUKZo3b467uzuOjo6ULVuWtWvXWpy/Zs0aKlasiJ2dHc8//zwHDhywiOG7776jbNmy2Nra4ufnx6RJk/6RaxcREZGMUWKXQ1y7do0+ffqwe/duIiMjsbKy4pVXXiElJSVD5/fo0YOkpCS2bNnCgQMHGDduHE5OThZ1+vfvz8SJE9m9ezdeXl68/PLLJCcnA7B3717atGlDu3btOHDgAEOHDmXw4MFERERkqP+kpCQSExMtNhEREcla+uaJHOLVV1+12J87dy5eXl4cOnQoQ+fHxcXx6quvUr58eQCKFSuWps4nn3xCgwYNAJg/fz6FCxfmv//9L23atGHy5MnUq1ePwYMHA1CqVCkOHTrEhAkTCA0NfWT/Y8aMYdiwYRmKVURERDJHI3Y5RExMDG+88QbFihXDxcUFf39/4G7ClhG9evVi5MiR1KpVi08++YT9+/enqVOjRg3zzx4eHgQEBBAdHQ1AdHQ0tWrVsqhfq1Ytjh07xp07dx7Zf1hYGAkJCebt9OnTGYpbREREMk6JXQ7RvHlzLly4wOzZs9m5cyc7d+4E4NatW1hZ3f0YDcMw10+dQk3VrVs3Tpw4wZtvvsmBAweoVq0an3/++SP7NZlM5rZTf051b3+PYmtri4uLi8UmIiIiWUuJXQ5w4cIFoqOjGTRoEPXq1SMwMJBLly6Zj+fPnx+A+Ph4c9m+ffvStOPr60v37t1Zvnw5ffv2Zfbs2RbHf/75Z/PPly5d4ujRo5QuXRqAMmXKsG3bNov627dvp1SpUlhbWz/xNYqIiMiT0zN2OYC7uzuenp58+eWXFChQgLi4OD766CPz8RIlSuDr68vQoUMZOXIkx44dS7Ni9YMPPqBJkyaUKlWKS5cusXHjRgIDAy3qDB8+HE9PT7y9vRk4cCD58uWjZcuWAPTt25fnnnuOESNG0LZtW3bs2MEXX3zB9OnTn/r1i4iISMZoxC4HsLKyYsmSJezdu5dy5crRu3dvJkyYYD6eN29evv76aw4fPkzFihUZN24cI0eOtGjjzp079OjRg8DAQBo3bkxAQECapGzs2LG8//77VK1alfj4eFauXImNjQ0AVapUYdmyZSxZsoRy5coxZMgQhg8fnqGFEyIiIvLPMBmP86CU5EpRUVGEhIRw6dIl3Nzc/pE+ExMTcXV15eiIX3C2c/5H+vyn+PQrkd0hiIhILpL6NzMhIeGRz6hrxE5EREQkl1BiJyIiIpJLaPGEEBwc/FivLhEREZF/JyV2kq28exXXO+1ERESyiKZiRURERHIJJXYiIiIiuYQSOxEREZFcQomdiIiISC6hxE5EREQkl9CqWMlWZ2du5YadY3aHYcG7V3B2hyAiIpIpGrETERERySWU2ImIiIjkEkrsRERERHKJZzqxGzp0KN7e3phMJlasWPGP9x8aGkrLli2fah8RERG4ubk91T7g7r2sVKnSU+9HREREHixHJnahoaGYTCbz5unpSePGjdm/f3+G24iOjmbYsGHMmjWL+Ph4mjRp8tTijY2NxWQysW/fvixvOyoqyuJepG6DBg3K8r5ERETk3y3Hropt3Lgx4eHhAPz1118MGjSIZs2aERcXl6HzY2JiAGjRogUmkynTcSQnJ5M3b95Mn59Vjhw5YvGdq05OTtkYjYiIiGSHHDliB2Bra4uPjw8+Pj5UqlSJAQMGcPr0ac6dOwfAmTNnaNu2Le7u7nh6etKiRQtiY2OBu9OGzZs3B8DKysqc2KWkpDB8+HAKFy6Mra0tlSpVYt26deY+U0feli1bRnBwMHZ2dixcuBCA8PBwAgMDsbOzo3Tp0kyfPt18nr+/PwCVK1fGZDIRHBxscS0TJ06kQIECeHp60qNHD5KTk83Hbt26xYcffkihQoVwdHTk+eefJyoqKs398PLyMt8PHx+fhyZ2M2bMoHjx4tjY2BAQEMCCBQssjsfFxdGiRQucnJxwcXGhTZs2/P333xZ1xo4di7e3N87OznTt2pWbN28+sD8RERH5Z+TYxO5eV69eZdGiRZQoUQJPT0+uX79OSEgITk5ObNmyhW3btuHk5ETjxo25desW/fr1M4/2xcfHEx8fD8Bnn33GpEmTmDhxIvv376dRo0a8/PLLHDt2zKK/AQMG0KtXL6Kjo2nUqBGzZ89m4MCBjBo1iujoaEaPHs3gwYOZP38+ALt27QJgw4YNxMfHs3z5cnNbmzZtIiYmhk2bNjF//nwiIiKIiIgwH+/cuTM//fQTS5YsYf/+/bz22ms0btw4TUwZ9d///pf333+fvn378vvvv/P222/TuXNnNm3aBIBhGLRs2ZKLFy+yefNm1q9fT0xMDG3btjW3sWzZMj755BNGjRrFnj17KFCggEUiKyIiItnDZBiGkd1BPK7Q0FAWLlyInZ0dANeuXaNAgQKsXr2aKlWqMG/ePMaPH090dLR5NO7WrVu4ubmxYsUKGjZsyIoVK3jllVe49/ILFSpEjx49+Pjjj81l1atX57nnnmPatGnExsbi7+/PlClTeP/99811ihQpwrhx43j99dfNZSNHjmTt2rVs377dfN6vv/5qscAgNDSUqKgoYmJisLa2BqBNmzZYWVmxZMkSYmJiKFmyJH/88QcFCxY0n1e/fn2qV6/O6NGjiYqKIiQkBEdHy5f8njp1Ck9PTyIiIvjggw+4fPkyALVq1aJs2bJ8+eWX5rpt2rTh2rVrrFmzhvXr19OkSRNOnjyJr68vAIcOHaJs2bLs2rWL5557jpo1a1KxYkVmzJhhbuOFF17g5s2bD3yOMCkpiaSkJPN+YmIivr6+HBu3Gme9oFhEROSBEhMTcXV1JSEhweKxq/Tk2BG7kJAQ9u3bx759+9i5cycNGzakSZMmnDp1ir1793L8+HGcnZ1xcnLCyckJDw8Pbt68aX627n6JiYn8+eef1KpVy6K8Vq1aREdHW5RVq1bN/PO5c+c4ffo0Xbt2Nffl5OTEyJEjH9jXvcqWLWtO6gAKFCjA2bNnAfjll18wDINSpUpZtL158+Y0bW/dutV8P/bt24e7u3u6/UVHRz/0GqOjo/H19TUndQBlypTBzc3Nok6NGjUs2rh//35jxozB1dXVvN3bvoiIiGSNHLt4wtHRkRIlSpj3q1atiqurK7NnzyYlJYWqVauyaNGiNOflz5//oe3ev5DCMIw0ZfeOjqWkpAAwe/Zsnn/+eYt69yZsD3L/wguTyWRuMyUlBWtra/bu3ZumrfufofP398/wa00edo3pXe/DyjMqLCyMPn36mPdTR+xEREQk6+TYxO5+JpMJKysrbty4QZUqVVi6dCleXl6PHLJM5eLiQsGCBdm2bRt169Y1l2/fvp3q1as/8Dxvb28KFSrEiRMnaN++fbp1bGxsALhz585jXNHdxRZ37tzh7Nmz1KlT57HOfZDAwEC2bdtGx44dzWXbt28nMDAQuDs6FxcX9//au/+YqOs/DuDPI+E4GZK/4O4iEEnSBElATTMhLCam4CzFYnGOtCmiMsnQNcS2fmhOS0cWlaIum84NnY2GgwR/5EgSKEAlSgQrkGmCKAon9/r+0bxvFwQHItd9fD622+D9eX/uXi9fn9OX7/t8PodLly5ZfBTb1NRknjNmzBgUFhZaPEdhYWGXr6tWq6FWq/skByIiIuqc3TZ2ra2tqK+vBwBcu3YN6enpuHHjBmbPno2JEydi06ZNiI6ONl/lWltbi6ysLKxevRqenp6dPufq1auRlpYGX19fPPnkk8jMzERpaWmnK39/t379eqxYsQKDBg1CZGQkWltb8cMPP+DatWtYtWoV3N3dodFokJOTA09PTzg7O8PNza3bHP38/BAbG4u4uDhs3rwZ48ePx5UrV3D06FEEBARg5syZPf5zW716NebPn4+goCBMnz4dX3/9NbKyspCXlwfgr/P3xo0bh9jYWHz00Ue4c+cOEhISEBoaav4IeuXKlTAYDAgJCcHUqVOxd+9eVFRUYOTIkT2Oh4iIiPqO3Z5jl5OTA51OB51Oh0mTJqGoqAgHDhxAWFgYBg4ciOPHj8PLywtz587FmDFjEB8fj1u3bnW5grdixQokJycjOTkZAQEByMnJweHDhzFq1KguY1m0aBG++OIL7Nq1CwEBAQgNDcWuXbvMtzkZMGAAtm3bhoyMDOj1ekRHR1udZ2ZmJuLi4pCcnIzHH38cUVFR+P7773v9MeacOXOwdetWbNq0CWPHjkVGRgYyMzPNt2C5+y0cgwcPxrRp0/Dcc89h5MiR2L9/v/k5YmJisG7dOqSkpCA4OBg1NTVYunRpr+IhIiKivmOXV8WS/bt7hQ+viiUiIuraA3FVLBERERFZYmNHREREpBBs7IiIiIgUgo0dERERkULY7e1OSBnclzxj9b0GiYiIqGtcsSMiIiJSCK7YkU3cvcvO9evXbRwJERHRf9vdfyutuUMdGzuyiatXrwIAvy+WiIjISs3Nzd1+cxUbO7KJIUOGAABqa2ut+no1e3b9+nU8+uijuHTpkuLPJ3xQcn1Q8gSYqxI9KHkCyslVRNDc3Ay9Xt/tXDZ2ZBMODn+d3unm5mbXb7aeGDRoEHNVmAclT4C5KtGDkiegjFytXQThxRNERERECsHGjoiIiEgh2NiRTajVaqSlpUGtVts6lPuOuSrPg5InwFyV6EHJE3iwcr1LJdZcO0tERERE/3lcsSMiIiJSCDZ2RERERArBxo6IiIhIIdjYkU1s374dPj4+cHZ2RnBwME6cOGHrkO7J+++/jwkTJsDV1RXu7u6YM2cOKisrLeYsXLgQKpXK4vHUU0/ZKOLeW79+fYc8tFqtebuIYP369dDr9dBoNAgLC0NFRYUNI+69ESNGdMhVpVJh2bJlAOy3psePH8fs2bOh1+uhUqlw6NAhi+3W1LC1tRXLly/HsGHD4OLigqioKPz222/9mIV1usrVaDQiJSUFAQEBcHFxgV6vR1xcHP744w+L5wgLC+tQ5wULFvRzJt3rrq7WHK/2UNfu8uzsPatSqbBp0ybzHHupaW+wsaN+t3//fiQlJeGtt95CSUkJnnnmGURGRqK2ttbWofXasWPHsGzZMhQWFiI3Nxd37txBREQEbt68aTFvxowZqKurMz+++eYbG0V8b8aOHWuRR1lZmXnbBx98gC1btiA9PR1FRUXQarV4/vnn0dzcbMOIe6eoqMgiz9zcXADAvHnzzHPssaY3b95EYGAg0tPTO91uTQ2TkpJw8OBB7Nu3DydPnsSNGzcwa9YstLe391caVukq15aWFhQXFyM1NRXFxcXIysrCzz//jKioqA5zFy9ebFHnjIyM/gi/R7qrK9D98WoPde0uz7/nV1dXh507d0KlUuHFF1+0mGcPNe0VIepnEydOlCVLlliMjR49WtasWWOjiPpeQ0ODAJBjx46ZxwwGg0RHR9suqD6SlpYmgYGBnW4zmUyi1Wplw4YN5rHbt2+Lm5ubfPrpp/0U4f2zcuVK8fX1FZPJJCLKqCkAOXjwoPl3a2rY2Ngojo6Osm/fPvOc33//XRwcHCQnJ6ffYu+pf+bamdOnTwsAqampMY+FhobKypUr729wfayzXLs7Xu2xrtbUNDo6WsLDwy3G7LGm1uKKHfWrtrY2nDlzBhERERbjEREROHXqlI2i6ntNTU0A/v+duHcVFBTA3d0dfn5+WLx4MRoaGmwR3j2rqqqCXq+Hj48PFixYgAsXLgAAqqurUV9fb1FftVqN0NBQu69vW1sbvvzyS8THx0OlUpnHlVLTu6yp4ZkzZ2A0Gi3m6PV6+Pv7232dm5qaoFKp8PDDD1uM7927F8OGDcPYsWPxxhtv2OUKNND18arEul6+fBnZ2dl47bXXOmxTSk3/id8VS/3qypUraG9vh4eHh8W4h4cH6uvrbRRV3xIRrFq1ClOnToW/v795PDIyEvPmzYO3tzeqq6uRmpqK8PBwnDlzxq5unjlp0iTs2bMHfn5+uHz5Mt555x1MmTIFFRUV5hp2Vt+amhpbhNtnDh06hMbGRixcuNA8ppSa/p01Nayvr4eTkxMGDx7cYY49v49v376NNWvW4JVXXrH4XtHY2Fj4+PhAq9WivLwca9euxY8//mj+aN5edHe8KrGuu3fvhqurK+bOnWsxrpSadoaNHdnE31c8gL+aoX+O2avExET89NNPOHnypMV4TEyM+Wd/f3+EhITA29sb2dnZHf7S+S+LjIw0/xwQEIDJkyfD19cXu3fvNp+IrcT67tixA5GRkdDr9eYxpdS0M72poT3X2Wg0YsGCBTCZTNi+fbvFtsWLF5t/9vf3x6hRoxASEoLi4mIEBQX1d6i91tvj1Z7runPnTsTGxsLZ2dliXCk17Qw/iqV+NWzYMDz00EMd/vfX0NDQYYXAHi1fvhyHDx9Gfn4+PD09u5yr0+ng7e2Nqqqqforu/nBxcUFAQACqqqrMV8cqrb41NTXIy8vDokWLupynhJpaU0OtVou2tjZcu3btX+fYE6PRiPnz56O6uhq5ubkWq3WdCQoKgqOjo13XGeh4vCqtridOnEBlZWW371tAOTUF2NhRP3NyckJwcHCH5e7c3FxMmTLFRlHdOxFBYmIisrKycPToUfj4+HS7z9WrV3Hp0iXodLp+iPD+aW1txblz56DT6cwfbfy9vm1tbTh27Jhd1zczMxPu7u544YUXupynhJpaU8Pg4GA4OjpazKmrq0N5ebnd1fluU1dVVYW8vDwMHTq0230qKipgNBrtus5Ax+NVSXUF/lplDw4ORmBgYLdzlVJTALwqlvrfvn37xNHRUXbs2CFnz56VpKQkcXFxkYsXL9o6tF5bunSpuLm5SUFBgdTV1ZkfLS0tIiLS3NwsycnJcurUKamurpb8/HyZPHmyPPLII3L9+nUbR98zycnJUlBQIBcuXJDCwkKZNWuWuLq6muu3YcMGcXNzk6ysLCkrK5OXX35ZdDqd3eV5V3t7u3h5eUlKSorFuD3XtLm5WUpKSqSkpEQAyJYtW6SkpMR8Jag1NVyyZIl4enpKXl6eFBcXS3h4uAQGBsqdO3dslVanusrVaDRKVFSUeHp6SmlpqcV7t7W1VUREfvnlF3n77belqKhIqqurJTs7W0aPHi3jx4+3q1ytPV7toa7dHb8iIk1NTTJw4ED55JNPOuxvTzXtDTZ2ZBMff/yxeHt7i5OTkwQFBVncFsQeAej0kZmZKSIiLS0tEhERIcOHDxdHR0fx8vISg8EgtbW1tg28F2JiYkSn04mjo6Po9XqZO3euVFRUmLebTCZJS0sTrVYrarVapk2bJmVlZTaM+N4cOXJEAEhlZaXFuD3XND8/v9Pj1WAwiIh1Nbx165YkJibKkCFDRKPRyKxZs/6TuXeVa3V19b++d/Pz80VEpLa2VqZNmyZDhgwRJycn8fX1lRUrVsjVq1dtm1gnusrV2uPVHura3fErIpKRkSEajUYaGxs77G9PNe0NlYjIfV0SJCIiIqJ+wXPsiIiIiBSCjR0RERGRQrCxIyIiIlIINnZERERECsHGjoiIiEgh2NgRERERKQQbOyIiIiKFYGNHREREpBBs7IiIiIgUgo0dERH1iYsXL0KlUqG0tNTWoRA9sNjYERERESkEGzsiIoUwmUzYuHEjHnvsMajVanh5eeHdd98FAJSVlSE8PBwajQZDhw7F66+/jhs3bpj3DQsLQ1JSksXzzZkzBwsXLjT/PmLECLz33nuIj4+Hq6srvLy88Nlnn5m3+/j4AADGjx8PlUqFsLCw+5YrEXWOjR0RkUKsXbsWGzduRGpqKs6ePYuvvvoKHh4eaGlpwYwZMzB48GAUFRXhwIEDyMvLQ2JiYo9fY/PmzQgJCUFJSQkSEhKwdOlSnD9/HgBw+vRpAEBeXh7q6uqQlZXVp/kRUfcG2DoAIiK6d83Nzdi6dSvS09NhMBgAAL6+vpg6dSo+//xz3Lp1C3v27IGLiwsAID09HbNnz8bGjRvh4eFh9evMnDkTCQkJAICUlBR8+OGHKCgowOjRozF8+HAAwNChQ6HVavs4QyKyBlfsiIgU4Ny5c2htbcX06dM73RYYGGhu6gDg6aefhslkQmVlZY9eZ9y4ceafVSoVtFotGhoaeh84EfUpNnZERAqg0Wj+dZuIQKVSdbrt7riDgwNExGKb0WjsMN/R0bHD/iaTqafhEtF9wsaOiEgBRo0aBY1Gg2+//bbDtieeeAKlpaW4efOmeey7776Dg4MD/Pz8AADDhw9HXV2deXt7ezvKy8t7FIOTk5N5XyKyDTZ2REQK4OzsjJSUFLz55pvYs2cPfv31VxQWFmLHjh2IjY2Fs7MzDAYDysvLkZ+fj+XLl+PVV181n18XHh6O7OxsZGdn4/z580hISEBjY2OPYnB3d4dGo0FOTg4uX76Mpqam+5ApEXWFjR0RkUKkpqYiOTkZ69atw5gxYxATE4OGhgYMHDgQR44cwZ9//okJEybgpZdewvTp05Genm7eNz4+HgaDAXFxcQgNDYWPjw+effbZHr3+gAEDsG3bNmRkZECv1yM6OrqvUySibqjknydVEBEREZFd4oodERERkUKwsSMiIiJSCDZ2RERERArBxo6IiIhIIdjYERERESkEGzsiIiIihWBjR0RERKQQbOyIiIiIFIKNHREREZFCsLEjIiIiUgg2dkREREQKwcaOiIiISCH+B01c/bV1fiKiAAAAAElFTkSuQmCC", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Plot the frequent hastags for pro and anti climate change classes\n", + "sns.barplot(data=pro,y=pro['hashtag'], x=pro['count'])\n", + "plt.title('Most popular Pro climate change hashtags')\n", + "plt.tight_layout()" + ] + }, + { + "cell_type": "code", + "execution_count": 75, + "id": "41891c27", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Plot the frequent hastags for pro and anti climate change classes\n", + "sns.barplot(data=anti,y=anti['hashtag'], x=anti['count'])\n", + "plt.title('Most popular Anti climate change hashtags')\n", + "plt.tight_layout()" + ] + }, + { + "cell_type": "code", + "execution_count": 76, + "id": "ea19c900", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Plot the frequent hastags for pro and anti climate change classes\n", + "sns.barplot(y=neutral['hashtag'], x=neutral['count'])\n", + "plt.title('Most popular Neutral climate change hashtags')\n", + "plt.tight_layout()" + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "id": "c6191fd2", + "metadata": {}, + "source": [ + "## Split data" + ] + }, + { + "cell_type": "code", + "execution_count": 77, + "id": "de13a02d", + "metadata": {}, + "outputs": [], + "source": [ + "# Split the dataset into train & validation for model training\n", + "\n", + "# Seperate features and tagret variables\n", + "X = df_resample['message']\n", + "y = df_resample['sentiment']\n", + "\n", + "# Split the train data to create validation dataset\n", + "X_train, X_valid, y_train, y_valid = train_test_split(X, y, test_size=0.20, random_state=42)\n" + ] + }, + { + "cell_type": "code", + "execution_count": 79, + "id": "91d9929b", + "metadata": {}, + "outputs": [], + "source": [ + "# Packages for training models\n", + "from sklearn.pipeline import Pipeline\n", + "from sklearn.linear_model import LogisticRegression\n", + "from sklearn.naive_bayes import MultinomialNB\n", + "from sklearn.svm import SVC\n", + "from sklearn.ensemble import RandomForestClassifier\n", + "from sklearn.neighbors import KNeighborsClassifier\n", + "from sklearn.neural_network import MLPClassifier\n", + "from sklearn.svm import LinearSVC" + ] + }, + { + "cell_type": "code", + "execution_count": 83, + "id": "a08433f2", + "metadata": {}, + "outputs": [], + "source": [ + "# Random Forest Classifier\n", + "rf = Pipeline([('tfidf', TfidfVectorizer()),\n", + " ('clf', RandomForestClassifier(max_depth=5, \n", + " n_estimators=100))])\n", + "\n", + "# Naïve Bayes:\n", + "nb = Pipeline([('tfidf', TfidfVectorizer()),\n", + " ('clf', MultinomialNB())])\n", + "\n", + "\n", + "\n", + "# Logistic Regression\n", + "lr = Pipeline([('tfidf',TfidfVectorizer()),\n", + " ('clf',LogisticRegression(C=1, \n", + " class_weight='balanced', \n", + " max_iter=1000))])\n", + "# Linear SVC:\n", + "lsvc = Pipeline([('tfidf', TfidfVectorizer()),\n", + " ('clf', LinearSVC(class_weight='balanced'))])" + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "id": "26f501fb", + "metadata": {}, + "source": [ + "## Model Training" + ] + }, + { + "cell_type": "code", + "execution_count": 100, + "id": "d6c04be7", + "metadata": {}, + "outputs": [], + "source": [ + "# Random forest \n", + "rf.fit(X_train, y_train)\n", + "y_pred_rf = rf.predict(X_valid)\n", + "\n", + "# Niave bayes\n", + "nb.fit(X_train, y_train)\n", + "y_pred_nb = nb.predict(X_valid)\n", + "\n", + "\n", + "# Linear regression\n", + "lr.fit(X_train, y_train)\n", + "y_pred_lr = lr.predict(X_valid)\n", + "\n", + "# Linear SVC\n", + "lsvc.fit(X_train, y_train)\n", + "y_pred_lsvc = lsvc.predict(X_valid)" + ] + }, + { + "cell_type": "code", + "execution_count": 85, + "id": "285f7fb6", + "metadata": {}, + "outputs": [], + "source": [ + "from sklearn import metrics\n", + "from sklearn.metrics import f1_score \n", + "from sklearn.metrics import precision_score\n", + "from sklearn.metrics import recall_score\n", + "from sklearn.metrics import confusion_matrix\n", + "from sklearn.metrics import accuracy_score\n", + "from sklearn.metrics import classification_report\n", + "from sklearn.metrics import roc_curve\n", + "from sklearn.metrics import auc\n", + "from sklearn.preprocessing import label_binarize" + ] + }, + { + "cell_type": "code", + "execution_count": 90, + "id": "ca79bad1", + "metadata": {}, + "outputs": [], + "source": [ + "from sklearn.naive_bayes import MultinomialNB\n" + ] + }, + { + "cell_type": "code", + "execution_count": 93, + "id": "328eefab", + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "c:\\Users\\user\\anaconda3\\lib\\site-packages\\sklearn\\metrics\\_classification.py:1344: UndefinedMetricWarning: Precision and F-score are ill-defined and being set to 0.0 in labels with no predicted samples. Use `zero_division` parameter to control this behavior.\n", + " _warn_prf(average, modifier, msg_start, len(result))\n", + "c:\\Users\\user\\anaconda3\\lib\\site-packages\\sklearn\\metrics\\_classification.py:1344: UndefinedMetricWarning: Precision and F-score are ill-defined and being set to 0.0 in labels with no predicted samples. Use `zero_division` parameter to control this behavior.\n", + " _warn_prf(average, modifier, msg_start, len(result))\n", + "c:\\Users\\user\\anaconda3\\lib\\site-packages\\sklearn\\metrics\\_classification.py:1344: UndefinedMetricWarning: Precision and F-score are ill-defined and being set to 0.0 in labels with no predicted samples. Use `zero_division` parameter to control this behavior.\n", + " _warn_prf(average, modifier, msg_start, len(result))\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + " precision recall f1-score support\n", + "\n", + " -1 0.00 0.00 0.00 725\n", + " 0 0.00 0.00 0.00 450\n", + " 1 0.48 1.00 0.65 1736\n", + " 2 0.00 0.00 0.00 722\n", + "\n", + " accuracy 0.48 3633\n", + " macro avg 0.12 0.25 0.16 3633\n", + "weighted avg 0.23 0.48 0.31 3633\n", + "\n" + ] + }, + { + "data": { + "image/png": "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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Generate a classification Report for the random forest model\n", + "print(metrics.classification_report(y_valid, y_pred_rf))\n", + "\n", + "# Generate a normalized confusion matrix\n", + "cm = confusion_matrix(y_valid, y_pred_rf)\n", + "cm_norm = cm / cm.sum(axis=1).reshape(-1,1)\n", + "\n", + "# Display the confusion matrix as a heatmap\n", + "sns.heatmap(cm_norm, \n", + " cmap=\"plasma\", \n", + " vmin=0., \n", + " vmax=1., \n", + " annot=True, \n", + " annot_kws={'size':10})\n", + "\n", + "# Adding headings and lables\n", + "plt.title('Random forest classification')\n", + "plt.ylabel('True label')\n", + "plt.xlabel('Predicted label')\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 94, + "id": "7c57ec44", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + " precision recall f1-score support\n", + "\n", + " -1 0.96 0.56 0.71 725\n", + " 0 1.00 0.07 0.13 450\n", + " 1 0.60 0.99 0.75 1736\n", + " 2 0.89 0.39 0.55 722\n", + "\n", + " accuracy 0.67 3633\n", + " macro avg 0.86 0.50 0.53 3633\n", + "weighted avg 0.78 0.67 0.62 3633\n", + "\n" + ] + }, + { + "data": { + "image/png": "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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Generate a classification Report for the Naive Bayes model\n", + "print(metrics.classification_report(y_valid, y_pred_nb))\n", + "\n", + "# Generate a normalized confusion matrix\n", + "cm = confusion_matrix(y_valid, y_pred_nb)\n", + "cm_norm = cm / cm.sum(axis=1).reshape(-1,1)\n", + "\n", + "# Display the confusion matrix as a heatmap\n", + "sns.heatmap(cm_norm, \n", + " cmap=\"plasma\", \n", + " vmin=0., \n", + " vmax=1., \n", + " annot=True, \n", + " annot_kws={'size':10})\n", + "\n", + "# Adding headings and lables\n", + "plt.title('Naive Bayes classification')\n", + "plt.ylabel('True label')\n", + "plt.xlabel('Predicted label')\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 95, + "id": "2f5a5da8", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + " precision recall f1-score support\n", + "\n", + " -1 0.80 0.89 0.84 725\n", + " 0 0.47 0.56 0.51 450\n", + " 1 0.86 0.69 0.77 1736\n", + " 2 0.69 0.87 0.77 722\n", + "\n", + " accuracy 0.75 3633\n", + " macro avg 0.71 0.75 0.72 3633\n", + "weighted avg 0.77 0.75 0.75 3633\n", + "\n" + ] + }, + { + "data": { + "image/png": "iVBORw0KGgoAAAANSUhEUgAAAhcAAAHFCAYAAABBx9vxAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMiwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy8qNh9FAAAACXBIWXMAAA9hAAAPYQGoP6dpAABqJ0lEQVR4nO3dd1wT5x8H8E9YYe+tiLgHggIOVNx7VK3bVsSiFbVaRa2D1lVbtMPV1lVnW7WuuvqzKu6FA8QJbhEHWxmyA/f7A43GBARNDJDPu6971Tz33N1zd0n45vs8dycSBEEAERERkZJoqbsBREREVLEwuCAiIiKlYnBBRERESsXggoiIiJSKwQUREREpFYMLIiIiUioGF0RERKRUDC6IiIhIqRhcEBERkVIxuKig1q9fD5FIhLCwsA+63TZt2qBNmzalWiYyMhKzZ89GdHS03Dw/Pz9UrVpVKW3TVCKRCLNnz1Z3MxQ6duwYRCIRjh07prY2KHrPRkdHo3v37rC0tIRIJMKECRMQHR0NkUiE9evXq6QdmZmZmD17tsJj8fLzrOgzQlQW6ai7AVSxLFu2rNTLREZGYs6cOWjTpo1cIPHNN9/gyy+/VFLrNFNoaCgqV66s7maUWYresxMnTsS5c+ewdu1a2Nvbw8HBAfb29ggNDUX16tVV0o7MzEzMmTMHAOSCne7duyM0NBQODg4q2TaRsjG4IKWqV6+eUtenqi/ylzIzM2FoaKjSbbyUlZUFfX19iESiD7K9l5o1a/ZBt1feKHrPXrt2DU2aNEHv3r1lytV1LG1sbGBjY6OWbRO9C3aLaLhTp06hffv2MDExgaGhIZo3b47//e9/Cut5e3tDX18flSpVwjfffIPVq1fLpWoVpZiXL18Od3d3GBsbw8TEBHXq1MGMGTMAFKZ7+/fvDwBo27YtRCKRTOpZUbdIQUEBfvnlFzRs2BAGBgYwNzdHs2bNsGfPnmL31c/PD8bGxrh69So6deoEExMTtG/fHgCQm5uLefPmoU6dOhCLxbCxscHw4cORmJgos46cnBxMmjQJ9vb2MDQ0RKtWrRAeHo6qVavCz89PWu9lGvvgwYP47LPPYGNjA0NDQ+Tk5AAAtmzZAm9vbxgZGcHY2BidO3dGRESEzLbu3buHQYMGwdHREWKxGHZ2dmjfvj0uXbokrXPkyBG0adMGVlZWMDAwQJUqVdC3b19kZmZK6yjqFrl27Rp69eoFCwsL6Ovro2HDhtiwYYNMnZddFps3b0ZQUBAcHR1hamqKDh064ObNm8Ue65du3LiBwYMHw87ODmKxGFWqVIGvr6/0OCgSFhaGQYMGoWrVqjAwMEDVqlUxePBgPHjwQKZeZmYmJk+eDBcXF+jr68PS0hJeXl7YvHlzqY7h6+/Zl/t8584d/Pfff9L3Y3R0dJHdIm/bx8TERIwZMwb16tWDsbExbG1t0a5dO5w8eVK6jujoaGnwMGfOHOl2X76niuoWWbt2Ldzd3aX736dPH0RFRcnUefm+v3PnDrp16wZjY2M4OTlh0qRJxZ4HovfBzIUGO378ODp27Ag3NzesWbMGYrEYy5YtQ8+ePbF582YMHDgQAHDlyhV07NgRtWrVwoYNG2BoaIgVK1bgr7/+eus2/v77b4wZMwbjxo3DTz/9BC0tLdy5cweRkZEACtO933//PWbMmIHffvsNHh4eAIrPWPj5+eGvv/6Cv78/5s6dCz09PVy8eLFE/dG5ubn46KOPMGrUKEybNg0SiQQFBQXo1asXTp48ia+++grNmzfHgwcPMGvWLLRp0wZhYWEwMDAAAAwfPhxbtmzBV199hXbt2iEyMhJ9+vRBWlqawu199tln6N69O/78809kZGRAV1cX33//Pb7++msMHz4cX3/9NXJzc/Hjjz/Cx8cH58+fl/6S7tatG/Lz8/HDDz+gSpUqSEpKwpkzZ5CSkgLg1bgAHx8frF27Fubm5nj8+DH279+P3NzcIjMyN2/eRPPmzWFra4ulS5fCysoKf/31F/z8/BAfH4+vvvpKpv6MGTPQokULrF69GmlpaZg6dSp69uyJqKgoaGtrF3msL1++jJYtW8La2hpz585FzZo1ERsbiz179iA3NxdisVjhctHR0ahduzYGDRoES0tLxMbGYvny5WjcuDEiIyNhbW0NAAgMDMSff/6JefPmoVGjRsjIyMC1a9eQnJwsXdfbjuGbPDw8EBoaij59+qB69er46aefAAAODg6IjY19p318+vQpAGDWrFmwt7fH8+fPsXPnTrRp0waHDx9GmzZt4ODggP3796NLly7w9/fHiBEjAKDYbEVwcDBmzJiBwYMHIzg4GMnJyZg9eza8vb1x4cIF1KxZU1o3Ly8PH330Efz9/TFp0iScOHEC3377LczMzDBz5swit0H0zgSqkNatWycAEC5cuFBknWbNmgm2trZCenq6tEwikQiurq5C5cqVhYKCAkEQBKF///6CkZGRkJiYKK2Xn58v1KtXTwAg3L9/X1reunVroXXr1tLXX3zxhWBubl5sW7dt2yYAEI4ePSo3b9iwYYKzs7P09YkTJwQAQlBQULHrVGTYsGECAGHt2rUy5Zs3bxYACDt27JApv3DhggBAWLZsmSAIgnD9+nUBgDB16lSFyw8bNkxa9vL4+/r6ytSNiYkRdHR0hHHjxsmUp6enC/b29sKAAQMEQRCEpKQkAYCwePHiIvdn+/btAgDh0qVLxe43AGHWrFnS14MGDRLEYrEQExMjU69r166CoaGhkJKSIgiCIBw9elQAIHTr1k2m3tatWwUAQmhoaLHbbdeunWBubi4kJCQUWeflNhSd+5ckEonw/PlzwcjISFiyZIm03NXVVejdu3eRy5XkGAqC/HtWEATB2dlZ6N69u0zZ/fv3BQDCunXrpGUl2UdF+5OXlye0b99e6NOnj7Q8MTFR7ly99PL99PKz9uzZM8HAwEDu3MTExAhisVgYMmSItOzl+37r1q0ydbt16ybUrl27xO0mKg12i2iojIwMnDt3Dv369YOxsbG0XFtbG0OHDsWjR4+kqe/jx4+jXbt20l+MAKClpYUBAwa8dTtNmjRBSkoKBg8ejN27dyMpKem92v3ff/8BAMaOHfvO6+jbt6/M63///Rfm5ubo2bMnJBKJdGrYsCHs7e2lo/ePHz8OAHL73a9fP+joKE4CvrmtAwcOQCKRwNfXV2Zb+vr6aN26tXRblpaWqF69On788UcsXLgQERERKCgokFlXw4YNoaenh88//xwbNmzAvXv3SrT/R44cQfv27eHk5CRT7ufnh8zMTISGhsqUf/TRRzKv3dzcAECum+J1mZmZOH78OAYMGFDqsQLPnz/H1KlTUaNGDejo6EBHRwfGxsbIyMiQSfk3adIE//33H6ZNm4Zjx44hKytLZj0lOYbvozT7uGLFCnh4eEBfXx86OjrQ1dXF4cOH5bowSio0NBRZWVkyXXEA4OTkhHbt2uHw4cMy5SKRCD179pQpc3NzK/YcEr0PBhca6tmzZxAEQeHoc0dHRwCQppeTk5NhZ2cnV09R2ZuGDh2KtWvX4sGDB+jbty9sbW3RtGlThISEvFO7ExMToa2tDXt7+3da3tDQEKampjJl8fHxSElJgZ6eHnR1dWWmuLg4aUD08ni8ud86OjqwsrJSuL03j298fDwAoHHjxnLb2rJli3RbIpEIhw8fRufOnfHDDz/Aw8MDNjY2GD9+PNLT0wEUdh0dOnQItra2GDt2LKpXr47q1atjyZIlxR6D5OTkEp33l97ct5fdGW/+MX/ds2fPkJ+f/05XqQwZMgS//vorRowYgQMHDuD8+fO4cOECbGxsZLa5dOlSTJ06Fbt27ULbtm1haWmJ3r174/bt2wBKdgzfR0n3ceHChRg9ejSaNm2KHTt24OzZs7hw4QK6dOlS7DEszstzVNR5fPMcGhoaQl9fX6ZMLBYjOzv7nbZP9DYcc6GhLCwsoKWlpbAf+cmTJwAgzVRYWVlJ/yi+Li4urkTbGj58OIYPH46MjAycOHECs2bNQo8ePXDr1i04OzuXqt02NjbIz89HXFzcO12Wp+hKDWtra1hZWWH//v0KlzExMQHw6o9sfHw8KlWqJJ0vkUjkvsyL2t7LY7p9+/a37ruzszPWrFkDALh16xa2bt2K2bNnIzc3FytWrAAA+Pj4wMfHB/n5+QgLC8Mvv/yCCRMmwM7ODoMGDVK4XisrqxKd9/dhaWkJbW1tPHr0qFTLpaam4t9//8WsWbMwbdo0aXlOTo507MJLRkZGmDNnDubMmYP4+HhpFqNnz564ceMGgJIdQ1Xv419//YU2bdpg+fLlMuXvE+C8fC8WdR6VcQ6J3gczFxrKyMgITZs2xT///CPz66mgoAB//fUXKleujFq1agEAWrdujSNHjsh0aRQUFGDbtm2l3mbXrl0RFBSE3NxcXL9+HUDJfgm/1LVrVwCQ+6J+Hz169EBycjLy8/Ph5eUlN9WuXRsA0KpVKwCFV3q8bvv27ZBIJCXaVufOnaGjo4O7d+8q3JaXl5fC5WrVqoWvv/4aDRo0wMWLF+Xma2tro2nTpvjtt98AQGGdl9q3b48jR45Ig4mX/vjjDxgaGirlcksDAwO0bt0a27ZtK1VXmEgkgiAIcoM9V69ejfz8/CKXs7Ozg5+fHwYPHoybN2/KXC3z0tuOYWmVdB9FIpHc/ly5ckWu+6k0nwNvb28YGBjIDap+9OiRtNuLSJ2Yuajgjhw5ovAqim7duiE4OBgdO3ZE27ZtMXnyZOjp6WHZsmW4du0aNm/eLP3VHRQUhL1796J9+/YICgqCgYEBVqxYgYyMDACF4y+KMnLkSBgYGKBFixZwcHBAXFwcgoODYWZmhsaNGwMAXF1dAQCrVq2CiYkJ9PX14eLiorCrwcfHB0OHDsW8efMQHx+PHj16QCwWIyIiAoaGhhg3blypj9GgQYOwceNGdOvWDV9++SWaNGkCXV1dPHr0CEePHkWvXr3Qp08f1K9fH4MHD8bPP/8MbW1ttGvXDtevX8fPP/8MMzOzYo/DS1WrVsXcuXMRFBSEe/fuoUuXLrCwsEB8fDzOnz8v/TV+5coVfPHFF+jfvz9q1qwJPT09HDlyBFeuXJH+ol+xYgWOHDmC7t27o0qVKsjOzsbatWsBAB06dCiyDbNmzcK///6Ltm3bYubMmbC0tMTGjRvxv//9Dz/88APMzMxKfQwVWbhwIVq2bImmTZti2rRpqFGjBuLj47Fnzx6sXLlSmhF6nampKVq1aoUff/wR1tbWqFq1Ko4fP441a9bA3Nxcpm7Tpk3Ro0cPuLm5wcLCAlFRUfjzzz/h7e0NQ0PDEh3DD7GPPXr0wLfffotZs2ahdevWuHnzJubOnQsXFxeZoNTExATOzs7YvXs32rdvD0tLS+kxeJO5uTm++eYbzJgxA76+vhg8eDCSk5MxZ84c6OvrY9asWUrZP6J3pu4RpaQaL0eXFzW9HHV+8uRJoV27doKRkZFgYGAgNGvWTNi7d6/c+k6ePCk0bdpUEIvFgr29vTBlyhRhwYIFAgDp1QWCID/yfsOGDULbtm0FOzs7QU9PT3B0dBQGDBggXLlyRWb9ixcvFlxcXARtbW2ZEflvXi0iCIVXqixatEhwdXUV9PT0BDMzM8Hb21thu183bNgwwcjISOG8vLw84aeffhLc3d0FfX19wdjYWKhTp44watQo4fbt29J62dnZQmBgoGBrayvo6+sLzZo1E0JDQwUzMzNh4sSJcse/qKt1du3aJbRt21YwNTUVxGKx4OzsLPTr1084dOiQIAiCEB8fL/j5+Ql16tQRjIyMBGNjY8HNzU1YtGiRIJFIBEEQhNDQUKFPnz6Cs7OzIBaLBSsrK6F169bCnj17ZLYFBVcgXL16VejZs6dgZmYm6OnpCe7u7jJXQQjCqys5tm3bJlOu6KqJokRGRgr9+/cXrKysBD09PaFKlSqCn5+fkJ2dLbON168WefTokdC3b1/BwsJCMDExEbp06SJcu3ZNcHZ2lrkiZ9q0aYKXl5dgYWEhiMVioVq1asLEiROFpKSkEh9DQXi/q0VKso85OTnC5MmThUqVKgn6+vqCh4eHsGvXLoXv7UOHDgmNGjUSxGKxzBVIb14t8tLq1asFNzc36eegV69ewvXr12XqFPW+nzVrlsA/AaQqIkEQhA8d0FDF0KlTJ0RHR+PWrVvqbopanTlzBi1atMDGjRsxZMgQdTeHiEjt2C1CJRIYGIhGjRrByckJT58+xcaNGxESEiIdLKcpQkJCEBoaCk9PTxgYGODy5cuYP38+atasiY8//ljdzSMiKhMYXFCJ5OfnY+bMmYiLi4NIJEK9evXw559/4tNPP1V30z4oU1NTHDx4EIsXL0Z6ejqsra3RtWtXBAcHy13qR0SkqdgtQkRERErFS1GJiIgqqBMnTqBnz55wdHSESCTCrl273rrM8ePH4enpCX19fVSrVu2d7gnD4IKIiKiCysjIgLu7O3799dcS1b9//z66desGHx8fREREYMaMGRg/fjx27NhRqu2yW4SIiEgDiEQi7Ny5E7179y6yztSpU7Fnzx6Z594EBATg8uXLcjd+Kw4zF0REROVETk4O0tLSZKacnBylrT80NBSdOnWSKevcuTPCwsKQl5dX4vVUyKtFCs7VUXcT6IX6Pu/+9FJSPi3IP1uF1OOZSHl/EOj9PMmZpPJtpOZWU8p6FgX7Ys6cOTJls2bNwuzZs5Wy/ri4OLmHM9rZ2UEikSApKanEz3SqkMEFERFRRTR9+nQEBgbKlL357Jr39eYDF1+OnlD04MeiMLggIiJStQJtpaxGrC9WejDxOnt7e7knXickJEBHR0fh856KwuCCiIhIxUQF5aNL0tvbG3v37pUpO3jwILy8vKCrq1vi9XBAJxERkaoJIuVMpfT8+XNcunQJly5dAlB4qemlS5cQExMDoLCbxdfXV1o/ICAADx48QGBgIKKiorB27VqsWbMGkydPLtV2mbkgIiKqoMLCwtC2bVvp65fjNYYNG4b169cjNjZWGmgAgIuLC/bt24eJEyfit99+g6OjI5YuXYq+ffuWarsV8j4XvFqk7ODVImULrxYpO3i1SNnxIa4WSU9Xzt8lE5MbSlmPqjFzQUREpGKiAnW34MPimAsiIiJSKmYuiIiIVE3DMhcMLoiIiFRMVOFGNxaP3SJERESkVMxcEBERqZimDehkcEFERKRqBZrVL8JuESIiIlIqZi6IiIhUTNMGdDK4ICIiUjWOuSAiIiJlEnHMBREREdG7Y+aCiIhI1dgtQkRERMqkaQM62S1CRERESsXMBRERkaqxW4SIiIiUSdNu/81uESIiIlIqZi6IiIhUTdCsEZ0MLoiIiFSM3SJERERE74GZCyIiIlXTsMwFgwsiIiIV07SbaDG4ICIiUjUNy1xwzAUREREpFTMXREREqqZhmQsGF0RERComEkTqbsIHxW4RIiIiUipmLoiIiFSN3SJERESkVBoWXLBbhIiIiJSKmQsiIiJV4020iIiISJlEBbxahIiIiOidMbj4QDYdEtAhUIC7v4C+MwWE3Sw+R7b3jIDeQQIajRDgM07AjN8FPEt/tUyeRMBvuwR0mly4zt5BAk5e0bC8WwkNHtUAITd9cSltNLafHQjPFo7F1m/s44jtZwfiUtpoHLzhi4EjXYus221ATUTljsMv27vLzbN1NMKC9R0RGjsCF1MC8M+FQajXyOa996eiGTTKFQdu+uJiWgC2nh0AjxYOxdb38nHE1rMDcDEtAPtvDMWAkfVl5vceWgfXc7+Qm/TE2qrcjXJn2Ch3nL05AvdSv8T+0E/RpEWlYus386mM/aGf4l7qlwi94Y+hI91k5teqa4Xf/+6JczdH4EnOJIwY5yG3DiNjXcz5qQ3O3xqJuynjsefYYLh72il1v8osQUlTOcHg4gPYd1bA/I3AqI+Af+YCnrWAUT8BT5IUv1PCbwqYthLo2xrYGwws/gK4eg/4Zu2rOkt2AFuPAkFDgX+DgYHtgHFLgMjocvTu+wC69q+JaT/7YOX8MHzc5G+En3qClXt7wsHJWGH9SlVNsWLPRwg/9QQfN/kbqxaEYcaiVujYp7pcXccqJpgyvyXCTj6Wm2dqLsamY/0gySvA5z33oof7Rvzw1Smkp+YofR/Lsy79a2Dazz5YNT8M/ZpswcW3nh8TLN/TExdPPUG/Jlvw+4JwhecnPTUHrZ3Wyky5OfkfYpfKhY/61cacn9pi6fxz6NT0T5w7/Qgb93yMSk4mCus7VTXFX7s/xrnTj9Cp6Z/4ZcF5fLuwHbr1rimtY2Cog5j7qfj+65OIj32ucD0/r+iMVu2dMe6zfWjv+QeOH4rGlv/6w95R8fmuUApEypnKCQYXH8CG/cDHrYH+bUSoXkmEGZ+KYG8J/H1Ecf3Ld4FKNsDQTiJUthHBs7YIA9sC1++/qrPnNPB5T6C1uwhOtiIMbi9CywbA+v0fZp/Ki2FfNsQ/6yKxfV0k7t14huDJJxH36DkGjWqgsP6gz10R+zAdwZNP4t6NZ9i+LhL/rI/EZxMbydTT0hLhhw2d8Ovcc3h4P01uPSOmeCL20XMEjTyMq2HxePIgHWePPsLDe/J1NdmwLxtix7pI7HhxfuZPPoXYR88xsIjzM/DF+Zk/+RTu3XiGHesi8c/6KPi9cX4EAUiKz5SZ6JXPv/TE5vVXsWndVdy58RSzJh/Dk0fp8P3cXWF935HuePwwDbMmH8OdG0+xad1V/L3hGgImeknrXA6Px7fTT2D3tpsKAzl9fR1061MT82acwLlTjxF9NwU/zwvFw+jUIrdboRQoaSon1BpcPHr0CEFBQWjbti3q1q2LevXqoW3btggKCsLDhw/V2TSlyZUIuB4NtHgjs96iARBxW/EyjWoCcU+B45cFCIKApFQBBy4ArV/7/OXmAWJd2eXEekD4LaU2v1zT1dVCfQ9bnD4UI1N+OiQGjZopTr03bGqP0yHy9et72kJH59XHZczXTfAsKQs71kcqXE/bHi64Hh6PRZu74NQjf+w4Pwj9P6uvsK6m0tXVQj0PW5w5JPtZPxPyEA2b2Stcxr2pPc6EyNYvPD82MufH0FgXIbd9cfieH37b2QN1GlorfwfKKV1dLbh52OF4yAOZ8uOHHsCrmeIuQ8+mjjh+SLb+sYPRcPe0kznuxdHWEUFHRws52bKBR1aWBE2aF98lQ+WP2oKLU6dOoW7duti5cyfc3d3h6+uLTz/9FO7u7ti1axfq16+P06dPv3U9OTk5SEtLk5lycstOeJeSDuQXANZmsuVWpkBSquJlGtUU4ccAIPA3wO0zwGccYGpY2AXy0sssRXScgIICAaevCThyEUhMUdmulDvm1gbQ0dGS+9WanJAFa3tDhctY2xsiOSFLpiwpPhO6utqwsNYHADTydkBfv3r4JqCI1BMAJxdTDBrVAA/upGJkj93YsuoqZixqhV6f1nnPvao4Xp6fZLnzk1nM+TFCcsIb9V+cH/MX5+fezWcIGnEIX/T9H6YMPYDcHAn+OtYXVWqYKVqlxrF8+bl44zgmxmfA1t5I4TI29oZIjM+QKUtKKDzultYGJdpuxvM8hIU+wYTpzWDnYAQtLRE+HlwXHk0cYOegeLsVioaNuVDbpagTJ07EiBEjsGjRoiLnT5gwARcuXCh2PcHBwZgzZ45M2Ux/K8waWbZ/qQgAREV0n915LOC7v4AxvQqDiMQU4MctwOz1wHcjCuvM+BSYuRboPrVwPU62QB8fYOfJD7QD5ckbH0iRqDBtXmT1N2aKXpwoQSj8RfzD+o6YOfoIUpKzi1yHSEuE6+EJWPxNKAAg6lISatSzwqDPXbH7rxvvth8V1Jvn4u3nR75+4YzC/105H48r5+Ol8yPOxGL7+YH4ZIwbggP5AXlJ0fv8XY77m+spzrjP9mHhys6IiA6ARFKAqxHx2Pl3FBo00oBBneVovIQyqC24uHbtGv76668i548aNQorVqx463qmT5+OwMBAmTLdy15F1P7wzE0AbS35LMXTtMLshSKr9gIeNQH/7oVvxtpVAAOxgE+/A77sJ8DWXARLUxF+nQDk5ApIeQ7YWgA/by0cq0GFUpKyIJEUyP0KtrQxkPu1/FJSXCas7WTrW9kaIC8vHynJ2ahR3xKVXcywbGcP6XwtrcLzdDVzLLq5/omH99KQFJuBu1FPZdZz78ZTdFIwMFRTFX1+DIs5Pxly58fS1lB6fhQRBOBaWAKca5grpd3l3dMXx93GTjZbYG0rn514KTEuUy6rYWVTeNyfFRNkv+nBvVT07bgVBoY6MDEVIyEuAyv+6oGY6CLSuFRuqa1bxMHBAWfOnClyfmhoKBwcir8kDQDEYjFMTU1lJrFe2RmnqqcjQv2qwJlrsuVnrhWOrVAkO1c+q6H1cpfe+JEg1hPBzlIEST4QcgFoL3/1l8bKyyvA9YsJaN7eSaa8eYcqiDgbq3CZS+fi0LxDFZmyFh2q4Hp4AiSSAty78QwfNdqIjxtvlk5H/r2Pc8ce4ePGmxH3sHCU/MXQWFStZSGznqo1zfEkJl2Je1i+5eUVIFLh+XHCpbNxCpe5fC4OzTvI178engiJpOju0Dru1kiMU/yHU9Pk5RXgysV4tOrgLFPeqr0zws4+UbhM+LknaNVetn7rjs64HB5f7HEvSlamBAlxGTAzF6N1R2cc2Hun1OsodwSRcqZyQm2Zi8mTJyMgIADh4eHo2LEj7OzsIBKJEBcXh5CQEKxevRqLFy9WV/OUalgXYNpKwNVFQMMawNZjQGxy4eWjALBwq4D4Z8CCUYVvnLaNCrs8Nh8WpN0iwRsBt2qArUVhnct3BcQ/Beo6A/HPgN92AgUC4N9NPftYVm1Ycgnz13XEtfAEXDoXhwH+9eHgZIwtqwqjvYnzvGHnaIxpn4UAAP5edQ1DRrth6g8tsW3tdTRsao+Ph9fD5KEHAAC5Ofm4fV02I5GeUnh56evlG5ZcwqYT/fD5VC/s334bDRrbof8IV8waU/Q4DU30+vm5fC4O/d84PxPmecPW0QgzPjsEANiy6hoGj3bDVz+0xPa11+He1B59h9fDlKEHpesc/XVjXDkXjwd3UmBsqodPxrqhtrs15o0/rpZ9LItWLQnH0nVdcSU8HmHnnuBTfzdUcjLBH79fBgBM/7Yl7B2N8aV/4eVnf/x+GcNHN8KsH1pj49qr8GrqiMF+DTBm6P+k69TV1UKtulaF/9bThoOjMeq72SAjIw/Rd1MAFAYkIpEId289hUt1C3wT3Ap3bz3Dlg3XP+wBUANR2RkK+EGoLbgYM2YMrKyssGjRIqxcuRL5+YUjiLW1teHp6Yk//vgDAwYMUFfzlKpbMxFSngtYtrswUKhZGVgxCahkXRgoJKYUBhsv9fERISNLwMZDwA+bARNDoFk9YNJrhyMnD1i6A3iYCBiKgVbuwIJRgKlR+YlsP4T/tt2GuaU+xgQ1gY2DEW5fT0bAR3ulGQQbeyOZeyo8jk5DwEd7MO0nHwwZ7YaEJ8/x/cQTCNl5t1TbvRaegPH992HiPG+MCWqMR9FpmD/pJP7dzMt5Xrd/2x2YW+pjdFDj187Pv4iVnh9DOLx274XH0ekY/dFeTP2pJQaPboCEJxly58fUTIzZy9rA2t4I6ak5uHEpCcPa7cTVsIQPvn9l1Z7tN2FhpY+JM5rB1sEIN68n49Ne/+Dxi+Nua2+ESk6v+m0fRqfh017/YM6PbeAX0BDxsRn4JvAI9u16dcmbnaMxQi74Sl+PDmyM0YGNceb4Q/TrtBUAYGoqxvR5PnCoZIyUp9nYt+s25s889U7ZDyrbREJpRuOoSF5eHpKSkgAA1tbW0NXVfcsSxSs4xxH5ZUV9n7HqbgK9RgsMPsuKZyLeUK2seJIzSeXbEI4q51J0UdvykeUpEw8u09XVLdH4CiIionJJ7T/jP6yyM/KRiIiIKoQykbkgIiKq0HifCyIiIlKqcnQZqTIwuCAiIlI1DbsghmMuiIiISKmYuSAiIlI1dosQERGRMglKGtBZXkIUdosQERGRUjFzQUREpGrsFiEiIiKl4tUiRERERO+OmQsiIiJVY7cIERERKZWG3f6b3SJERESkVMxcEBERqRq7RYiIiEipNKxbhMEFERGRqgnqbsCHxTEXREREFdiyZcvg4uICfX19eHp64uTJk8XW37hxI9zd3WFoaAgHBwcMHz4cycnJpdomgwsiIiIVEwpESplKa8uWLZgwYQKCgoIQEREBHx8fdO3aFTExMQrrnzp1Cr6+vvD398f169exbds2XLhwASNGjCjVdhlcEBERqZogUs5USgsXLoS/vz9GjBiBunXrYvHixXBycsLy5csV1j979iyqVq2K8ePHw8XFBS1btsSoUaMQFhZWqu0yuCAiIioncnJykJaWJjPl5OQorJubm4vw8HB06tRJprxTp044c+aMwmWaN2+OR48eYd++fRAEAfHx8di+fTu6d+9eqnYyuCAiIlK1ApFSpuDgYJiZmclMwcHBCjeZlJSE/Px82NnZyZTb2dkhLi5O4TLNmzfHxo0bMXDgQOjp6cHe3h7m5ub45ZdfSrW7DC6IiIhUTUndItOnT0dqaqrMNH369GI3LRLJdqcIgiBX9lJkZCTGjx+PmTNnIjw8HPv378f9+/cREBBQqt3lpahERETlhFgshlgsLlFda2traGtry2UpEhIS5LIZLwUHB6NFixaYMmUKAMDNzQ1GRkbw8fHBvHnz4ODgUKJtM3NBRESkakrqFikNPT09eHp6IiQkRKY8JCQEzZs3V7hMZmYmtLRkQwNtbW0AhRmPkmLmgoiISMVK8XdZqQIDAzF06FB4eXnB29sbq1atQkxMjLSbY/r06Xj8+DH++OMPAEDPnj0xcuRILF++HJ07d0ZsbCwmTJiAJk2awNHRscTbZXBBRERUQQ0cOBDJycmYO3cuYmNj4erqin379sHZ2RkAEBsbK3PPCz8/P6Snp+PXX3/FpEmTYG5ujnbt2mHBggWl2q5IKE2eo5woOFdH3U2gF+r7jFV3E+g1WtCs5xuUZc9Eii8fpA/vSc4klW9D8ofibojS0vFVfAlpWcPMBRERkarxwWVERESkTIKGPXKdV4sQERGRUjFzQUREpGrsFiEiIiKlYrcIERER0btj5oKIiEjFNG1AJ4MLIiIiVStQdwM+LHaLEBERkVIxc0FERKRq7BYhIiIiZRI07FJUdosQERGRUlXIzEWPFtPV3QR6YVe/C+puAr1m+RYfdTeBXojSzlJ3E+hDYrcIERERKRMvRSUiIiLl4pgLIiIionfHzAUREZGqsVuEiIiIlEkQ1N2CD4vdIkRERKRUzFwQERGpmoYN6GRwQUREpGKadikqu0WIiIhIqZi5ICIiUjUNy1wwuCAiIlIxPriMiIiI6D0wc0FERKRq7BYhIiIiZdK0q0UYXBAREakax1wQERERvTtmLoiIiFRM054twuCCiIhIxTRtzAW7RYiIiEipmLkgIiJSNQ0b0MnggoiISMXYLUJERET0Hpi5ICIiUjUNy1wwuCAiIlIxdosQERERvQdmLoiIiFSNV4sQERGRMvEOnURERKRUHHNBRERE9B6YuSAiIlI1DctcMLggIiJSMUHDBnSyW4SIiIiUipkLIiIiFdO0AZ0MLoiIiFRNw4ILdosQERGRUjFzQUREpGLsFiEiIiKlEgrU3YIPi90iREREpFTMXBAREakau0VIFboH1EbfSfVh6WCIB9dTsGrSeVw/laCwroW9AUb+6IUaHlZwrGmKPb9EYdWkCzJ1OvvXRPuh1eFc3xwAcOdiMjZ8HYFbF5JUvSvlnnlHH1j0bA8dczPkPopFwh87kHXjrsK6BvVqosrML+XK7wd+i9wn8dLXWoYGsB7YEyZN3KFlZIi8xGQk/vkPMi5Fqmw/KooWo2ug3ZTaMHUwQNz1VOycEIF7pxS/j936VEKL0TVQqaE5dMTaiLueiv2zr+PGwThpHft6pug61xVOnpawrGqEnRMicHzJrQ+1O+Vaj4Da6D/J9cX31DOsmHQe14r4nrK0N8DnPzZGDQ8rVKppit2/RGHFpPMydZzrmcN3dkPU8LCGfVVjrAg8j51LNfMzoWljLtgt8gG06l8Vny9sjC3BVzHOay+un4rH3H87wMbJSGF9XbEWUhOz8XfwFdy//FRhHbfW9jj+931M73AAk1ruQ2JMBub91xFWjoaq3JVyz8TbA7bD+uLpzgN4MG0+Mm/cReVpY6BjZVHscvcmzsWdUdOlU27sa1+42tqoHPQFdG0s8WTRGtwPnIv4VZsgeZqq4r0p/xoNcEKfxQ0R8l0Ufmp0APdOJmHUf61g7qT4fVy9lS1uhsRjZbeT+MnzIG4fTcCIvS1RqaG5tI6uoQ6S72Vg77TLSI3N+kB7Uv617l8VAQubYHPwFYzx2oNrpxIw79+OxXxPaSPlxffUvSK+p8SG2oi9/xxrZ4QjOTZTlc0v8wRBpJSpvGBw8QH0mVgPB9fewYG1t/HwRipWTbqAxIcZ6B5QW2H9hAcZWBl4AUf+uoeMtDyFdX70PYn/rbiJe5ef4dHNNCwdFQotLcC9nb0qd6Xcs+jeDqlHQ5F6NBS5T+KR+McO5CU/g3lHn2KXy09Nl5lef36yWVtvaBsb4vHPq5B16x4kSc+QdfMecmIeq3p3yr02gbVxbs19nF1zD/E30rFzYgRSHmah5ejqCuvvnBiBIz/ewMOwp0i68xz/C7qKxNvP4drTUVrnYdhT7PnqMiK2PER+joaNonsPH0+sjwNrb2P/i++pFZPOI/FhBnoU8T0V/+A5VgSex6G/7hb5PXUrLBmrp4bh+Nb7yOO50CjsFlExHV0t1PCwwtYF12TKI0KeoK63jdK2IzbUhrauFp4/y1XaOiscbW3ouzjh6e6DMsWZV6JgUMul2EWd50+Flq4uch7HIfmf/ciKvC2dZ+zZANm37sPus4Ew9myA/PTnSDsdhqe7Q2SCEJKlrauFyp4WODQ/Sqb8xsE4VG1uXaJ1iESAvokOMp7yff8+dHS1UNPDClsWXJUpDw95gnretmpqVQVTjrIOylCmMxcPHz7EZ599pu5mvBdTazG0dbSQkiCbnn2WkA0LOwOlbWf4955IfpyJiENPlLbOikbb1BgibW1IUtNlyiWp6dAxN1W4jORZKuJWbcKThavxeOFq5D6Jh9PX42BQ59Uva11bKxg3bQRoifBowXIk/3MAlt3bw6pPZ5XuT3lnZK0HbR0tpMdny5Snx2fD1F6/ROtoM6k29Ix0cGnrQ1U0UWMU9T2VkpCl1O8pTSYUiJQylRdlOnPx9OlTbNiwAWvXri2yTk5ODnJycmTK8oU8aIt0Vd28UnnzB6xIpLwftf0m10frQS6Y2v4AU48lIXfcRRCKOBl5sQlIfW18Rfbt+9C1soBljw54/GIQqEhLC/lp6YhftRkQBOTcfwgdCzNY9myP5H/2q2gnKpB3/Gx4DKqCLrNdsabXKTxPzHn7AvRW8t9TIgWfF6K3U2twsWfPnmLn37t3763rCA4Oxpw5c2TKaoh6oaaoz3u1TVnSknKQLymQi/7NbfTlfiW8i48D62PANDcEdT6I6KvP3nt9FVl+2nMI+fnQMTeRKdcxMy4cR1FCWbejYerTWPpa8iwVQn6+zDdz7pM46FiYAdraQH7++ze+AspIykW+pAAmb2QpjG315bIZb2o0wAmD1jTG+v5ncOtwfLF16e2K+p4ys9HHMyV8T5HmXS2i1uCid+/eEImK/tUIvIicizF9+nQEBgbKlPW32KqU9imDJK8Ady4mo1EHB4TujpGWN+rgiLN73y+V23dSfQya4Yavu4Xgdnjy+za14svPR/b9hzBsUAfPL1yRFhs2qIPnYVeLWVCWvktlSJ69uhIk69Y9mLbwkvnJretgW3i1CAOLIuXnFeBR+DPU7miPq7teDX6t3dEO13YXPRjWY1AVDFrbGH8OPovIfbEfoqkVniSvALcvJsOjgyPOvPY95dHBEaF7Y4pZkkpMwzJAah1z4eDggB07dqCgoEDhdPHixbeuQywWw9TUVGYqa10iOxdForN/TXT0qwGnOmYY+XNj2FQxwr6VNwEAft95YNK6ljLLVHO3QDV3CxgY6cDMRh/V3C3gVNdMOr/f5PrwndsIi0ecRkL0c1jY6cPCTh/6RmW6p0vtnv3vCMzbNYdpm2bQc7SDje/H0LW2RMqhkwAA60EfwX7MUGl9i65tYOzlBl17G+hVtof1oI9g0rQRUg6ckNZJCTkJbWMj2A7rB10HWxg1qg+rXp3w7OAJue2TrGMLb6LZCBc0He4Cuzom6L2wISyqGOL0isIupx7fN8AnG5pK63sMqoJP/miK3ZMuI/psMkzs9GFipw9901efeW1dLVRyN0cld3No62nBrJIBKrmbw7q68Qffv/Lkn0XX0cW/Jjq9+J4a9XNj2FYxwv9efE8N/84DU+S+pyxRzd3yxfeUGNXcLVHlte8pHV0taR1dPS1YVTJENXdLOFaXzR5SxaPWv0Senp64ePEievfurXD+27Ia5cWJbdEwsRJjyNfusHQwQPS1FMzqeRgJMRkACm+aZVNF9lryX8M/kv67ppc12g6phvjo5xheYwcAoHtAHeiKtRG0ra3MchvnXsLGuZdVvEflV3roRWgbG8G6b1dom5si92EsHs1fBklSYZeSjoUpdK0tpfVFOjqw+bQPdCzNIOTmIedRYf3Xb44lSU7Bw+9/g63vx6i6YDokz1LwbP+xwqtFqFgRWx/C0EqMzjPrw9RBH7HXUrGy20k8iym8J4KpgwEsqry650XzUdWhrauF/ss80X+Zp7T8/Pr72DS88AZOZo76mHLp1WDadlPqoN2UOrhzLAG/tj36gfas/Dn+4nvqk68bwtLBAA+uPcPXPQ9Jv6cs7Q1hU0U2QFv+2vdULS9rtBtSHXHRzzGsxnYAgJWjoUyd/pNc0X+SKy4fj8NX7TVrPJKmdYuIBDX+9T558iQyMjLQpUsXhfMzMjIQFhaG1q1bl2q93XQ2KKN5pASL+l14eyX6YJZvKf5+HvThRGlzLENZcUDip/JtPBqtnG1UXr5eKetRNbV2i/j4+BQZWACAkZFRqQMLIiKiskadl6IuW7YMLi4u0NfXh6enJ06ePFls/ZycHAQFBcHZ2RlisRjVq1cv9qpNRdhBT0REVEFt2bIFEyZMwLJly9CiRQusXLkSXbt2RWRkJKpUqaJwmQEDBiA+Ph5r1qxBjRo1kJCQAIlEUqrtMrggIiJSNTWNuVi4cCH8/f0xYsQIAMDixYtx4MABLF++HMHBwXL19+/fj+PHj+PevXuwtCwcf1a1atVSb7dM36GTiIioIlDWg8tycnKQlpYmM715I8mXcnNzER4ejk6dOsmUd+rUCWfOnFG4zJ49e+Dl5YUffvgBlSpVQq1atTB58mRkZZVujBCDCyIionIiODgYZmZmMpOiDAQAJCUlIT8/H3Z2djLldnZ2iIuLU7jMvXv3cOrUKVy7dg07d+7E4sWLsX37dowdO7ZU7WS3CBERkYop61JURTeOFIvFxS7z5s0oBUEo8gaVBQUFEIlE2LhxI8zMCu9ZsnDhQvTr1w+//fYbDAxK9qwZBhdEREQqpqybPojF4rcGEy9ZW1tDW1tbLkuRkJAgl814ycHBAZUqVZIGFgBQt25dCIKAR48eoWbNmiXaNrtFiIiIKiA9PT14enoiJET2hn4hISFo3ry5wmVatGiBJ0+e4Pnz59KyW7duQUtLC5UrVy7xthlcEBERqZiyBnSWVmBgIFavXo21a9ciKioKEydORExMDAICAgAUdrP4+vpK6w8ZMgRWVlYYPnw4IiMjceLECUyZMgWfffZZibtEgBJ2iyxdurTEKxw/fnyJ6xIREWmEd7wB1vsaOHAgkpOTMXfuXMTGxsLV1RX79u2Ds7MzACA2NhYxMa8eTmdsbIyQkBCMGzcOXl5esLKywoABAzBv3rxSbbdEt/92cXEp2cpEohI9Jl3VePvvsoO3/y5bePvvsoO3/y47PsTtv+/7fa6U9bisX6WU9ahaiTIX9+/fV3U7iIiIKixNe3DZO4+5yM3Nxc2bN0t9S1AiIiJNo64xF+pS6uAiMzMT/v7+MDQ0RP369aV9NePHj8f8+fOV3kAiIqLyjsHFW0yfPh2XL1/GsWPHoK+vLy3v0KEDtmzZotTGERERUflT6pto7dq1C1u2bEGzZs1k7vBVr1493L17V6mNIyIiqgjKU9ZBGUodXCQmJsLW1lauPCMjo8jbiRIREWk0DQsuSt0t0rhxY/zvf/+Tvn4ZUPz+++/w9vZWXsuIiIioXCp15iI4OBhdunRBZGQkJBIJlixZguvXryM0NBTHjx9XRRuJiIjKNaFA3S34sEqduWjevDlOnz6NzMxMVK9eHQcPHoSdnR1CQ0Ph6empijYSERGVa5p2tcg7PRW1QYMG2LCBd8EkIiIiee8UXOTn52Pnzp2IioqCSCRC3bp10atXL+jo8AnuREREbypPWQdlKHU0cO3aNfTq1QtxcXGoXbs2gMLHsdrY2GDPnj1o0KCB0htJRERUnmlacFHqMRcjRoxA/fr18ejRI1y8eBEXL17Ew4cP4ebmhs8/V86DWYiIiKj8KnXm4vLlywgLC4OFhYW0zMLCAt999x0aN26s1MYRERFVBMxcvEXt2rURHx8vV56QkIAaNWoopVFEREQViiBSzlROlChzkZaWJv33999/j/Hjx2P27Nlo1qwZAODs2bOYO3cuFixYoJpWEhERlWOalrkoUXBhbm4uc2tvQRAwYMAAaZkgCACAnj17Ij8/XwXNJCIiovKiRMHF0aNHVd0OIiKiCouZCwVat26t6nYQERFVWJp2++93vutVZmYmYmJikJubK1Pu5ub23o0iIiKi8uudHrk+fPhw/Pfffwrnc8wFERGRLE3rFin1pagTJkzAs2fPcPbsWRgYGGD//v3YsGEDatasiT179qiijUREROUaH1z2FkeOHMHu3bvRuHFjaGlpwdnZGR07doSpqSmCg4PRvXt3VbSTiIiIyolSZy4yMjJga2sLALC0tERiYiKAwielXrx4UbmtIyIiqgA0LXPxTnfovHnzJgCgYcOGWLlyJR4/fowVK1bAwcFB6Q0kIiIq7zQtuCh1t8iECRMQGxsLAJg1axY6d+6MjRs3Qk9PD+vXr1d2+4iIiKicKXVw8cknn0j/3ahRI0RHR+PGjRuoUqUKrK2tldo4IiKiiqA8ZR2U4Z3vc/GSoaEhPDw8lNEWIiKiConBhQKBgYElXuHChQvfuTFEREQVUgGDCzkRERElWtnrDzcjIiIizVQhH1z2UOu5uptAL0ze1kTdTaDXbJyzUd1NoBc+mdNP3U2gD4jdIkRERKRUmhZclPo+F0RERETFYeaCiIhIxQRB3S34sBhcEBERqRi7RYiIiIjewzsFF3/++SdatGgBR0dHPHjwAACwePFi7N69W6mNIyIiqgg07dkipQ4uli9fjsDAQHTr1g0pKSnIz88HAJibm2Px4sXKbh8REVG5x+DiLX755Rf8/vvvCAoKgra2trTcy8sLV69eVWrjiIiIqPwp9YDO+/fvo1GjRnLlYrEYGRkZSmkUERFRRVKesg7KUOrMhYuLCy5duiRX/t9//6FevXrKaBMREVGFIhSIlDKVF6XOXEyZMgVjx45FdnY2BEHA+fPnsXnzZgQHB2P16tWqaCMREVG5pmmZi1IHF8OHD4dEIsFXX32FzMxMDBkyBJUqVcKSJUswaNAgVbSRiIiIypF3uonWyJEjMXLkSCQlJaGgoAC2trbKbhcREVGFwcxFKVhbWyurHURERBUWg4u3cHFxgUhU9EG6d+/eezWIiIiIyrdSBxcTJkyQeZ2Xl4eIiAjs378fU6ZMUVa7iIiIKgxmLt7iyy+/VFj+22+/ISws7L0bREREVNFoWnChtAeXde3aFTt27FDW6oiIiKicUtoj17dv3w5LS0tlrY6IiKjC0LTMRamDi0aNGskM6BQEAXFxcUhMTMSyZcuU2jgiIqKKgMHFW/Tu3VvmtZaWFmxsbNCmTRvUqVNHWe0iIiKicqpUwYVEIkHVqlXRuXNn2Nvbq6pNREREFUp5ei6IMpRqQKeOjg5Gjx6NnJwcVbWHiIiowhEEkVKm8qLUV4s0bdoUERERqmgLERFRhSQIypnKi1KPuRgzZgwmTZqER48ewdPTE0ZGRjLz3dzclNY4IiIiKn9KHFx89tlnWLx4MQYOHAgAGD9+vHSeSCSCIAgQiUTIz89XfiuJiIjKsYJy1KWhDCUOLjZs2ID58+fj/v37qmwPERFRhVOexksoQ4mDC+FFZ4+zs7PKGkNERETlX6nGXBT3NFQiIiJSjJmLYtSqVeutAcbTp0/fq0FEREQVDYOLYsyZMwdmZmaqagsRERFVAKUKLgYNGgRbW1tVtYWIiKhC0rTMRYlvosXxFkRERO9GKBApZXoXy5Ytg4uLC/T19eHp6YmTJ0+WaLnTp09DR0cHDRs2LPU2SxxcCOXp1mBERESELVu2YMKECQgKCkJERAR8fHzQtWtXxMTEFLtcamoqfH190b59+3fabomDi4KCAnaJEBERvQN1PVtk4cKF8Pf3x4gRI1C3bl0sXrwYTk5OWL58ebHLjRo1CkOGDIG3t/c77W+pny1CREREpaOs4CInJwdpaWkyU1EPE83NzUV4eDg6deokU96pUyecOXOmyLauW7cOd+/exaxZs955fxlcEBERqZiygovg4GCYmZnJTMHBwQq3mZSUhPz8fNjZ2cmU29nZIS4uTuEyt2/fxrRp07Bx40bo6JT68WNS774kERERfVDTp09HYGCgTJlYLC52mTcvyHj5LLA35efnY8iQIZgzZw5q1ar1Xu1kcEFERKRiynpwmVgsfmsw8ZK1tTW0tbXlshQJCQly2QwASE9PR1hYGCIiIvDFF18AKBxvKQgCdHR0cPDgQbRr165E22ZwoSIDR7nCL7ARbBwMcTfyKRZMOoWLp2OLrO/l44gpP7ZA9XqWSHySgbU/R2Db79el83sNrYN5a+RH7XqarEBuTuGTaP2/8kCH3tXgUtsC2VkSXD4bh0UzQhF9K0Xp+1eedQuojY8n14OFgyFirqfg98ALiDyVoLCuhb0B/H/yQnUPSzjWNMXeX6KwOjBMpo53nyroP80VDjVMoaMrwpPb6di1KBJH/7r3IXan3NP16gqx98cQmVigICEG2QdXIz8msugFtHUgbjUIug3aQGRsASEtCTmntiHv0qHC+Vra0GvZD3pu7SAytUJB0mNkH96A/LsXP8wOlWP8bKiOOu5zoaenB09PT4SEhKBPnz7S8pCQEPTq1UuuvqmpKa5evSpTtmzZMhw5cgTbt2+Hi4tLibfN4EIFOvevgak/t8S8cccRERqH/iPqY/nenujlvglxD5/L1a9U1QS/7emBHWsiMc3vEBp52+PrX1rjWVIWDu189SFMT81BT9dNMsu+DCyAwgDl7+XXcC08Ado6Ioyf0wwr//cRertvQlamRHU7XI60HFAVIxZ5YcUX5xB5OhFdPq+J2f9rj7Gue5D4MEOuvq5YC6mJ2dgafBW9vqyncJ3pT3OwNfgqHt1IgyQ3H427V8aXa5ojJSEbEQefqHqXyjWdei2h33kEsvetQP7DKOh6dIHhkFl4vmwshLQkhcsY9JsKkZE5svb+goKnsRAZmUGkpS2dL277KXQbtEH2v78iP+kRdKp7wHDAdGSsm4qCOM37o1ZS/GxUTIGBgRg6dCi8vLzg7e2NVatWISYmBgEBAQAKu1keP36MP/74A1paWnB1dZVZ3tbWFvr6+nLlb8PgQgV8v2yIf9ZF4Z91UQCAHyafQotOThg4yhVLvj4rV3/A566Ie5iOHyafAgDcv/EM9T1t4TexkUxwIQhAcnxmkdsd3fNfmdffjDyME0/8Uc/DBuGnis6aaJLeE+oiZO0dHFxzBwCwOjAMHp0c0TWgFv4IipCrn/AgA79PvAAA6OhXQ+E6rx2Pl3m995cbaO9bHfVa2PIL9C3E3r2QF3EIeREhAICcg6uhU70R9Ly6IefIH3L1tat7QMe5PtKXfg5kFwbqQqrsL2tdtzbIObkNkjvhAIC88P8K19msN7J3LVTxHpVf/Gyolrru0Dlw4EAkJydj7ty5iI2NhaurK/bt2yd9wnlsbOxb73nxLni1iJLp6GqhnocNzhySPVlnQh6iYTN7hcu4N7XHmZCHMmWnQ2JQz9MGOjqvTpGhsS4O3PbFoXvD8OvO7qjT0LrYthibFfbLpT5TfJmSptHR1UINTytEhMh+qUWExKKut43StuPWzh6Vapvi+sn4t1fWZFo60HKoAcld2T9cknsR0Haqo3AR3VpNkP/kDsQtPobxhHUwGrsc4o7DAR29V5W0dQFJnuyCklzoVKmr7D2oMPjZUD2hQDnTuxgzZgyio6ORk5OD8PBwtGrVSjpv/fr1OHbsWJHLzp49G5cuXSr1Npm5UDILa33o6GghOT5Lpjw5IQtW9oYKl7GyN0Rywhv147Ogq6sNc2t9JMVl4v7NZ/hmxGHcupYMYxM9fDLODX8c+xj9vLYg5k6qwvVO+bEFwk89wZ3rfFItAJhai6Gto4WU+GyZ8pT4LJjbO77Xug1NdbH+YT/oirVRkC9g+RfncOkQs0XFERmaQqSlDSEjRaZcyEiFyMhc4TJaFvbQrlIPgiQPmVu/h5ahKfS7BUCkb4LsvUsBAPl3I6DXrBfyY66h4GkctKu5Q6d2U0DE31JF4WeDlE3twUVWVhbCw8NhaWmJevVk++2ys7OxdetW+Pr6Frl8Tk6O3A1ECoQ8aIl0VdLeEnvjdukiEYBi7qD+5u3VX14l9LL4yvl4XDn/KtqPOBOLrecHYsgYN8wPlL9PfNCSVqjlaoVhbf95p+ZXZPLHWlTsuSmJrPQ8fOnxL/SNdeDezgH+P3kh7l66XFqYFCnFwReJAEFA1s6fgZxMFADIPrgWBv2nIvu/FYAkF9kHfod+jy9gNGYZAKDgaSzyLh2CbsMOqml+BcLPhupo2oPL1Bpc3Lp1C506dUJMTAxEIhF8fHywefNmODg4ACi8t/nw4cOLDS6Cg4MxZ84cmTIbra6w0+6u0rYX5VlSNiSSArkshaWNQZHjJZLjMmFt90Z9WwPk5eUjNTlb4TKCAFwLi4dzDTO5edMX+aBNj6rwa78T8Y/lB2JpqrSkHORLCmBhbyBTbmarj5Q3Mk2lJQhA7N10AMD9y8/gVNcM/ac10Lgv0NIQMtMgFORDZGQhUy4yMpPLZrxU8PwZtNKfAjmvPksFSQ8hEmlBy9QKBU9jIWSmIWvr94C2LkSGJhDSn0LcfhgKnvFcFIWfDdVT1qWo5YVa84RTp05FgwYNkJCQgJs3b8LU1BQtWrQo1eCS6dOnIzU1VWay0er09gVVRJJXgMiLifBu7yRT7t3BCZfOKr4j2uVzcfDuIFu/eYcqiAxPhERSdCdbHXdrJMbJBiwzFvugfe9q8O+8G4+j099xLyomSV4B7oQno1EH2TRvww4OiApNVO7GRICuHtPwxSqQoCD2DnSqNZQp1qnWEPkPbyhcJP9hFEQmloCuvrRMy7IShIJ8FKQlv1E5D0L6U0BLG7p1m0Ny65yy96DC4GeDlE2tmYszZ87g0KFDsLa2hrW1Nfbs2YOxY8fCx8cHR48ehZGR0VvXoeiGIuruEvljySUEr+uA6+GJuHwuDv3968HByQRbVxXet+LLec1g62iEoM8OAwC2rrqGQaMbYMoPLbB9bSTcm9rj4+F18dXQg9J1BnzdGFfOxSHmTiqMTPXwyVg31Ha3xnfjT0jrBC1thW6DauHLvvuQkZ4HqxfZkOepOcjJzgcBuxZHIXBDC9wOT8aN0ER0GVkTNlWM8N/KWwAA3+8awaqSIRb5nZYu4+Je+Mta31gHZjb6cHG3gCS3AA+jCse69JvqijvhyYi9mw5dPS14dq2EdkOrY/lY+SuDSFZO6G4Y9JmI/Ng7yH90A7oenaFlZoPc8P8AAOJ2vhCZWCJ792IAQN7V4xD7DIBBry+Rc2wTRIamEHf0K7zHhSQXAKBdqRZEJlbIj7sHLVMriFsPBkQi5JxmF2Fx+NlQLXaLfEBZWVly9y7/7bffoKWlhdatW2PTpk1FLFm2Hdh2B+aW+ggI8oKNgxHuXE/GmI/2IjamMJNgY28IBycTaf3H0ekY+9G/mPJTSwwa3QAJTzIQPPGkzGWopmZ6mLWsLaztDZGemoMbl5IwvN1OXAt7dRneoIAGAIB1h1/dLAUAvvY/jN1/Kv4lqGlObY2GqaUYg752g6WDAR5cS8GcHoeRGFPYfWTpYAAbJ9mgdunFntJ/1/SyRpsh1RAf/Rwjqhf+sdI30sHoX5vCqrIhcrPy8ehGKn72PYVTW6M/2H6VV5LIU8g2NIG41UCIjC1RkPAAmZvmQkgt/LUsMraAltlrVyvkZSPzr5nQ7zoKRiMXQshMQ17kaeQc/etVHR1diNt+Ai0Lewi52ZDcDkPWzkVADrsIi8PPhmppWnAhEt4cwfMBNWnSBOPGjcPQoUPl5n3xxRfYuHEj0tLSkJ9ful/dDfR+U1YT6T1VzTd5eyX6YDbO2q7uJtALn8zpp+4m0At784se16csm6quUsp6hkR/rpT1qJpaO7769OmDzZs3K5z366+/YvDgwXKjl4mIiKhsU2twMX36dOzbt6/I+cuWLUNBwTveNYSIiKiMKBBESpnKC7Xf54KIiKii07QkPK8HIiIiIqVi5oKIiEjFhILy06WhDAwuiIiIVEzTLkVltwgREREpFTMXREREKlaervRQBgYXREREKsarRYiIiIjeAzMXREREKqZpAzoZXBAREakYx1wQERGRUnHMBREREdF7YOaCiIhIxTjmgoiIiJRK08ZcsFuEiIiIlIqZCyIiIhUTCtTdgg+LwQUREZGKadqYC3aLEBERkVIxc0FERKRimjagk8EFERGRivEmWkRERETvgZkLIiIiFWO3CBERESmVpnWLMLggIiJSMV6KSkRERPQemLkgIiJSsQJ2ixAREZEyadqYC3aLEBERkVIxc0FERKRivBSViIiIlIrdIkRERETvgZkLIiIiFdO0zAWDCyIiIhXTtDEX7BYhIiIipWLmgoiISMU0rFeEwQUREZGq8Q6dREREpFQCOOaCiIiI6J0xc0FERKRi7BapAJJF2epuAr2QqSNRdxPoNZ2/7anuJtALp48Hq7sJJOWr8i1oWGzBbhEiIiJSrgqZuSAiIipL2C1CRERESqVhsQW7RYiIiEi5mLkgIiJSMXaLEBERkVJpWGzBbhEiIiJSLmYuiIiIVKxA3Q34wBhcEBERqZimdYswuCAiIlIxTctccMwFERERKRUzF0RERComaFi/CIMLIiIiFWO3CBEREdF7YHBBRESkYoKSpnexbNkyuLi4QF9fH56enjh58mSRdf/55x907NgRNjY2MDU1hbe3Nw4cOFDqbTK4ICIiUrECJU2ltWXLFkyYMAFBQUGIiIiAj48PunbtipiYGIX1T5w4gY4dO2Lfvn0IDw9H27Zt0bNnT0RERJRquyJBqHjDTBzFP6u7CfSCAYf1lCm2BYbqbgK9cProQnU3gV7Qahml8m2ME21Rynp+EQaWqn7Tpk3h4eGB5cuXS8vq1q2L3r17Izg4uETrqF+/PgYOHIiZM2eWeLv85iciIlIxZQ3ozMnJQU5OjkyZWCyGWCyWq5ubm4vw8HBMmzZNprxTp044c+ZMibZXUFCA9PR0WFpalqqd7BYhIiJSMWWNuQgODoaZmZnMVFQGIikpCfn5+bCzs5Mpt7OzQ1xcXIna/fPPPyMjIwMDBgwo1f4yc0FERFROTJ8+HYGBgTJlirIWrxOJRDKvBUGQK1Nk8+bNmD17Nnbv3g1bW9tStZPBBRERkYopq1ukqC4QRaytraGtrS2XpUhISJDLZrxpy5Yt8Pf3x7Zt29ChQ4dSt5PdIkRERComKOm/0tDT04OnpydCQkJkykNCQtC8efMil9u8eTP8/PywadMmdO/e/Z32l5kLIiIiFVPXHToDAwMxdOhQeHl5wdvbG6tWrUJMTAwCAgIAFHazPH78GH/88QeAwsDC19cXS5YsQbNmzaRZDwMDA5iZmZV4uwwuiIiIKqiBAwciOTkZc+fORWxsLFxdXbFv3z44OzsDAGJjY2XuebFy5UpIJBKMHTsWY8eOlZYPGzYM69evL/F2eZ8LUine56Js4X0uyg7e56Ls+BD3uRgh+lsp61ktDFLKelSN3/xEREQqxgeXEREREb0HZi6IiIhUTBBVuBEIxWJwQUREpGLsFiEiIiJ6D8xcEBERqZimZS4YXBAREalYae+uWd6xW4SIiIiUipkLIiIiFWO3CBERESmVpnWLMLggIiJSMU3LXHDMBRERESkVMxdEREQqJojU3YIPi8EFERGRihVo2JgLdosQERGRUjFzoSLDRrljdGBj2Nob4VZkMmZOPorzpx8XWb+ZT2XM/qENatWzQnzscyz7+QL+/P2KdH6tulaYMqs53BrZwamqGWZOPorVv1yUWce5myPgVNVMbt3rV1zCjC8PK2/nyplPRrlhZKAHbO2NcDsyGd9OPoGw00+KrN/EpxKCfvBBzXpWiI/NwKqfw7H596vS+Z16VceYqY3hXN0cOrpaiL6TgjWLL2LXphvSOgFTvNC5dw1Uq22BnCwJLp6NxYKgU7h/K0WVu1rmfRxQF58EusPKwQD3I59hceBZXD4dV2T9Rj72GP9TM7jUs0DSk0xs/PkKdq6Kks7/7VB3eLR2lFvu9L4YTO51AABgaKyLz+d4olWvqrC0NcCtS8lYFHgGUWFJyt/Bcm7TEQFrDwhITAFqVAKmDxLBq1bR+fy9ZwWs+U/AgwTA2ADwcQWmDBDBwrhwGd8fCnDhpvxyrRoAKydo1m9bTRvQyeBCBT7qVxtzfmqLGeMP43zoYwwd4YaNez5Gm4br8fhhulx9p6qm+Gv3x9i49gq+GL4PTbwr4ful7ZGcmIV9u24DAAwMdRBzPxX/7riF2T+2Ubjdri02Qlv71RdBnfrW2PJff+zdoeDTrSG696uJr39qhVnjjyI89AkGj2iAtXt6oXPDvxCr4FxUrmqKNbt7YcvaawgcfgCe3o6Ys7QtniZm4cCuOwCA1GfZWDb/Au7eeoq83AK06+aCBb93RHJiJk6GxAAAmraqhL9WXMaVsHho62hh0tzm2PBvH3Ru+CeyMiUf9BiUFe37V8OEn73x47jTuHImHn1G1sHCf7tgiNs2xD/MkKvvUNUEP+/tgj1rbmD2sGNwa26HKb+0wLPELBzbGQ0AmN7/EHT0Xv2RMrPSxx/hH+PIjnvSsukrfVCtviXm+h1DUmwmOg+pgaX7u2OI2zYkPslU+X6XF/vOC5j/t4BvPhXBowaw5biAUYsF7P0WcLSSDzDCbwuYtlrAtEEitHUH4lOA2X8I+Ga9gF+/KKy/dIwIefmvlkl5DvSZLaCLl4YNQIDmXYqqWaHjB/L5l57YvP4qNq27ijs3nmLW5GN48igdvp+7K6zvO9Idjx+mYdbkY7hz4yk2rbuKvzdcQ8BEL2mdy+Hx+Hb6CezedhO5OfkK1/M0KQuJ8ZnSqUO3arh/9xlCTzxSyX6WB5996YFt669j67rruHvjGeZNPoHYR8/xyecNFNYfMrIBnjxMx7zJJ3D3xjNsXXcd2zdEYsRED2mdcyce4+Ceu7h74xli7qVi/a+XcONqEryav/oFPbznbuz4Mwq3o57ixtUkTB0ZgkrOpnD1sFX5PpdVgyc0wN51N7F37U08uJGCxZPOIuHhc3w8qp7C+n0+r4v4mOdYPOksHtxIwd61N/Hv+lsYEugmrZP2LAdP47OkU5MOlZCTKcGR7fcBAGJ9bbT52AW/TT+HS6fi8OhuGtZ8exFPotPRp4jtaqoNBwV87AP0byVCdUcRZgzWgr0l8PcxxX8UL98FKlkDQzuIUNlGBM+aIgxsI8L16Fd1zI1FsDF7NZ2JBPT1gM6NP8w+kfowuFAyXV0tuHnY4XjIA5ny44cewKuZfPoWADybOuL4Idn6xw5Gw93TDjo673aKdHW10HdwPfy9/to7LV8R6OpqwdXDFqdeZBNeOnXoATyaOShcplFTB5x641ycPPgADTxtizwXzds6oVotC5w/VXRXi4mZHgAg9WlOaXahwtDR1UJtD2ucD5HtGjx36DEaeNspXMa1mS3OHXqj/sFHqOtpA20dxb98ew6vjZCtd5H9IjukraMFHR0t5GbLBuQ5WRK4t1C8XU2UKxFw/QHQor7scW1RD4i4o3iZRjWAuGfA8SsCBEFAUqqAA2ECWrsprg8AO04K6NYEMBRrXuaiQElTeaH2bpGoqCicPXsW3t7eqFOnDm7cuIElS5YgJycHn376Kdq1a6fuJpaKpbUBdHS0kJQgm25NjM+ArX1VhcvY2Bsi8aBsWjgpIRO6utqwtDZAQpx8yvhtunxUA6bmYmz983qpl60oLIo4F0nxWbCxN1K4jI29IZIOZsnWf3EuLKz1kRhXuC5jUz2cue8PPbE2CvIFzBx/FKcPxyhaJQBgxg+tcOHUY9yKTH7PvSqfzK31oaOjhadvnItn8VmwtDNQuIyVnSGexctm3Z4mZEJHVwvm1vpIjpM9T/Ua26C6qyW+//yEtCzzeR6uhsZjeFAjRN9IwdP4LHQcVB31m9ji4e1UJe1d+ZeSDuQXANamsuVWZiIkXVOcuWhUQ4QfRwKBKwTkSgBJPtCuIRA0RHHgcOWegNuPgXl+mhdYAJp3tYhag4v9+/ejV69eMDY2RmZmJnbu3AlfX1+4u7tDEAR07twZBw4cKDbAyMnJQU6O7K9BQZBAJFJv3CQIsm8kkUgEoZj31pvzRCLF6ympwcMb4OiB+4iPLX1gUtHIn4vij6ui+oXlr8oy0nPRs8kmGBrponk7JwT90AoP76fi3An5Qbuzl7RBHVdrDGy37Z33oaKQO+wioLjvXEWfI4XrQWHW4u61p4i8kChTPsfvKIJ+b429MZ9AIinArYgkHPz7Dmo3tH6HPdAsgvDq/f+mO08EfLdJwJiPRGhZH0hMBX7cJmD2nwK+Gy6/0I5TAmpWAtyqaWZwoWnU2i0yd+5cTJkyBcnJyVi3bh2GDBmCkSNHIiQkBIcOHcJXX32F+fPnF7uO4OBgmJmZyUzP89V3ZcTTpCxIJAWwsZP9ZWxta4jEeMV/6BPjMmH7xi9pKxtD5OXl41lydqnbUKmKCXzaVcGmdVffXrkCe1bEubCyNUBSvOKBfIlxmbCxN5St/+JcpLx2LgQBeHA3FVFXkrBmcQT+++c2Ar6S70ietag1OnSvhk8670Dc4+dK2KvyKSUpGxJJAazsZI+tha0BniZkKVwmOT4Tlm+cCwsbA0jyCpD6xudCbKCNDgOqY8/aG3jT43vpGNP+X7Q1W4feLpvg33w3dHS08CRafkCvpjI3AbS1gKQ02fKnaQKsTBUvs+p/AjxqAP5dRKjtJEJLVxFmfirCP6eAhBTZ6C8rR8C+80A/H80NLASRcqbyQq3BxfXr1+Hn5wcAGDBgANLT09G3b1/p/MGDB+PKlStFLF1o+vTpSE1NlZmMtdurstnFyssrwJWL8WjVwVmmvFV7Z4SdVdwnH37uCVq1l63fuqMzLofHQyIpfS/bIF9XJCVk4tC+e2+vXIHl5RXg2sUEtOhQRaa8RfsquHg2VuEyEedi0aK9bP2WHavganhCsedCJBJBT09bpmzW4jbo1KsGPu3yDx5FpxWxpGaQ5BXg5sUkNO5QSaa8SftKuBoar3CZa2cT0KT9G/U7VkJUeCLyJbJ/vNr3rwZdsRb2byxigACA7EwJkuOyYGKuh6adKuPk3gdF1tU0ejoi1HcGzlyXPa5nIgvHViiSnQuI3vgLovXyj98bmaX9F4DcPKCnt3LaWx4VQFDKVF6UmQGdWlpa0NfXh7m5ubTMxMQEqanF94uKxWKYmprKTOruElm1JBxDhjfAoGGuqFHHErN/bINKTib44/fLAIDp37bEkjVdpPX/+P0yKlcxxawfWqNGHUsMGuaKwX4NsGJRmLSOrq4W6rvZoL6bDXT1tOHgaIz6bjaoWt1cZtsiETDQ1xXb/opEfn75eSOqytolFzFgeH30G1YP1etYIOjHVnB0MsGmF/etmPxtc/y0ppO0/qbfr6JSFVPM+MEH1etYoN+weujvVx+rF726p0jAFC+0aF8FTi6mqFbbAp992Qh9Pq2D3Ztf/Wqes7Qteg+ug4nD9uN5ei6s7QxhbWcIsb5sAKJJNi++io8+q40efrXgXMccX/7UDHZVjKX3rRg9rzFmrmsjrb9zVRTsnY0x/sdmcK5jjh5+tdBzeG1sWij/g6Pn8Do4sfsB0hQMmG3asTKadaoMh6omaNy+En491AMxt1Lx73rNvURbkWGdRNhxsnDQ5d0nAoL/LkDsU2Bg68KIYeGOAkxd/SrAbusuwqGLwOajAh4mCrh4W8D3mwW4uQC2FrI/sXecEtC+EaT3v9BEgpL+Ky/U+le4atWquHPnDmrUKAyNQ0NDUaXKq1+NDx8+hIOD4lH9Zdme7TdhYaWPiTOawdbBCDevJ+PTXv/gcUxhGtbW3giVnF7lGh9Gp+HTXv9gzo9t4BfQEPGxGfgm8Ij0HhcAYOdojJALvtLXowMbY3RgY5w5/hD9Om2Vlrdq74zKzqb4e4PmXiXyuv9tvw1zKwOMm9EUNg6GuH09Gf69duPJa+fCwclEWv9RdBr8e+1G0I+t8GmAGxJiMzA38Lj0HhcAYGiki7lL28K+kjGysyS4d/MpJvkdwP+2vzpfn44qHDK/+VA/mfZ8NeIgdvwZBU10eNs9mFmJ8VmQB6wcDHHv+lNM6rkfcTGF3UVWDoawc3rVhRUbnY5JPffjy5+90Xd0PSQ9ycSiiaHSe1y85FTTDA1b2mN8l30Kt2tspoeAeY1hW9kIaU9zcGznfaz45oJc9kPTdWsiQspzYNleAYmpQM1KwIovRahkXRgQJKYAsU9f1e/TUoSMHGDjEQE/bAVMDIBmdYFJ/WQDiPtxAsJvA6sDNTew0EQi4V1HDCrBihUr4OTkhO7duyucHxQUhPj4eKxevbpU63UU/6yM5pESGKj/giR6jW2B4dsr0Qdx+uhCdTeBXtBqqfqAv7POeqWs54DETynrUTW1fvMHBAQUO/+77777QC0hIiJSnfI0XkIZysyYCyIiIqoYmLMmIiJSMc3KWzC4ICIiUrkCkWaFF+wWISIiIqVi5oKIiEjFNG1AJ4MLIiIiFdOs0ILdIkRERKRkzFwQERGpGLtFiIiISKkYXBAREZFSlf751uUbx1wQERGRUjFzQUREpGLl6XHpysDggoiISMU0bcwFu0WIiIhIqZi5ICIiUjFNe7YIgwsiIiIV49UiRERERO+BmQsiIiIV07QBnQwuiIiIVEzTLkVltwgREREpFTMXREREKsZuESIiIlIqBhdERESkVJoWXHDMBRERESkVMxdEREQqpmmZCwYXREREKlYgUncLPix2ixAREZFSMXNBRESkYuwWISIiIqXStOCC3SJERESkVMxcEBERqVi+hmUuGFwQERGpGLtFiIiIiN4DMxdEREQqpmmZCwYXREREKpYvKlB3Ez4odosQERGpWD4EpUzvYtmyZXBxcYG+vj48PT1x8uTJYusfP34cnp6e0NfXR7Vq1bBixYpSb5PBBRERUQW1ZcsWTJgwAUFBQYiIiICPjw+6du2KmJgYhfXv37+Pbt26wcfHBxEREZgxYwbGjx+PHTt2lGq7IkEQKlxHkKP4Z3U3gV4wYM9bmWJbYKjuJtALp48uVHcT6AWtllEq34aF/gKlrOdZ9tRS1W/atCk8PDywfPlyaVndunXRu3dvBAcHy9WfOnUq9uzZg6ioV8ckICAAly9fRmhoaIm3y8wFERGRiuWLBKVMpZGbm4vw8HB06tRJprxTp044c+aMwmVCQ0Pl6nfu3BlhYWHIy8sr8bb5s5KIiKicyMnJQU5OjkyZWCyGWCyWq5uUlIT8/HzY2dnJlNvZ2SEuLk7h+uPi4hTWl0gkSEpKgoODQ4naWSGDiyc5k9TdhPeWk5OD4OBgTJ8+XeGbhj4cnouyo2Kdi5HqbsB7qVjnQvXSsqYpZT2zZ8/GnDlzZMpmzZqF2bNnF7mMSCT7vHdBEOTK3lZfUXlx2C1SRuXk5GDOnDlyESp9eDwXZQfPRdnBc6Ee06dPR2pqqsw0ffp0hXWtra2hra0tl6VISEiQy068ZG9vr7C+jo4OrKysStxOBhdERETlhFgshqmpqcxUVOZIT08Pnp6eCAkJkSkPCQlB8+bNFS7j7e0tV//gwYPw8vKCrq5uidvJ4IKIiKiCCgwMxOrVq7F27VpERUVh4sSJiImJQUBAAIDCTIivr6+0fkBAAB48eIDAwEBERUVh7dq1WLNmDSZPnlyq7VbIMRdEREQEDBw4EMnJyZg7dy5iY2Ph6uqKffv2wdnZGQAQGxsrc88LFxcX7Nu3DxMnTsRvv/0GR0dHLF26FH379i3VdhlclFFisRizZs3iQKkygOei7OC5KDt4LsqPMWPGYMyYMQrnrV+/Xq6sdevWuHjx4ntts0LeRIuIiIjUh2MuiIiISKkYXBAREZFSMbggIiIipWJwQURERErF4KIMWrZsGVxcXKCvrw9PT0+cPHlS3U3SSCdOnEDPnj3h6OgIkUiEXbt2qbtJGis4OBiNGzeGiYkJbG1t0bt3b9y8eVPdzdJIy5cvh5ubm/QGTt7e3vjvv//U3SwqYxhclDFbtmzBhAkTEBQUhIiICPj4+KBr164y1yHTh5GRkQF3d3f8+uuv6m6Kxjt+/DjGjh2Ls2fPIiQkBBKJBJ06dUJGRoa6m6ZxKleujPnz5yMsLAxhYWFo164devXqhevXr6u7aVSG8FLUMqZp06bw8PDA8uXLpWV169ZF7969ERwcrMaWaTaRSISdO3eid+/e6m4KAUhMTIStrS2OHz+OVq1aqbs5Gs/S0hI//vgj/P391d0UKiOYuShDcnNzER4ejk6dOsmUd+rUCWfOnFFTq4jKntTUVACFf9RIffLz8/H3338jIyMD3t7e6m4OlSG8Q2cZkpSUhPz8fLmn1dnZ2ck9pY5IUwmCgMDAQLRs2RKurq7qbo5Gunr1Kry9vZGdnQ1jY2Ps3LkT9erVU3ezqAxhcFEGiUQimdeCIMiVEWmqL774AleuXMGpU6fU3RSNVbt2bVy6dAkpKSnYsWMHhg0bhuPHjzPAICkGF2WItbU1tLW15bIUCQkJctkMIk00btw47NmzBydOnEDlypXV3RyNpaenhxo1agAAvLy8cOHCBSxZsgQrV65Uc8uorOCYizJET08Pnp6eCAkJkSkPCQlB8+bN1dQqIvUTBAFffPEF/vnnHxw5cgQuLi7qbhK9RhAE5OTkqLsZVIYwc1HGBAYGYujQofDy8oK3tzdWrVqFmJgYBAQEqLtpGuf58+e4c+eO9PX9+/dx6dIlWFpaokqVKmpsmeYZO3YsNm3ahN27d8PExESa3TMzM4OBgYGaW6dZZsyYga5du8LJyQnp6en4+++/cezYMezfv1/dTaMyhJeilkHLli3DDz/8gNjYWLi6umLRokW83E4Njh07hrZt28qVDxs2TOFjikl1ihpztG7dOvj5+X3Yxmg4f39/HD58GLGxsTAzM4ObmxumTp2Kjh07qrtpVIYwuCAiIiKl4pgLIiIiUioGF0RERKRUDC6IiIhIqRhcEBERkVIxuCAiIiKlYnBBRERESsXggoiIiJSKwQVRGTJ79mw0bNhQ+trPzw+9e/f+4O2Ijo6GSCTCpUuXiqxTtWpVLF68uMTrXL9+PczNzd+7bSKRCLt27Xrv9RCR6jC4IHoLPz8/iEQiiEQi6Orqolq1apg8eTIyMjJUvu0lS5aU+G6gJQkIiIg+BD5bhKgEunTpgnXr1iEvLw8nT57EiBEjkJGRgeXLl8vVzcvLg66urlK2a2ZmppT1EBF9SMxcEJWAWCyGvb09nJycMGTIEHzyySfS1PzLroy1a9eiWrVqEIvFEAQBqamp+Pzzz2FrawtTU1O0a9cOly9fllnv/PnzYWdnBxMTE/j7+yM7O1tm/pvdIgUFBViwYAFq1KgBsViMKlWq4LvvvgMA6ZNCGzVqBJFIhDZt2kiXW7duHerWrQt9fX3UqVMHy5Ytk9nO+fPn0ahRI+jr68PLywsRERGlPkYLFy5EgwYNYGRkBCcnJ4wZMwbPnz+Xq7dr1y7UqlUL+vr66NixIx4+fCgzf+/evfD09IS+vj6qVauGOXPmQCKRlLo9RKQ+DC6I3oGBgQHy8vKkr+/cuYOtW7dix44d0m6J7t27Iy4uDvv27UN4eDg8PDzQvn17PH36FACwdetWzJo1C9999x3CwsLg4OAg90f/TdOnT8eCBQvwzTffIDIyEps2bYKdnR2AwgABAA4dOoTY2Fj8888/AIDff/8dQUFB+O677xAVFYXvv/8e33zzDTZs2AAAyMjIQI8ePVC7dm2Eh4dj9uzZmDx5cqmPiZaWFpYuXYpr165hw4YNOHLkCL766iuZOpmZmfjuu++wYcMGnD59GmlpaRg0aJB0/oEDB/Dpp59i/PjxiIyMxMqVK7F+/XppAEVE5YRARMUaNmyY0KtXL+nrc+fOCVZWVsKAAQMEQRCEWbNmCbq6ukJCQoK0zuHDhwVTU1MhOztbZl3Vq1cXVq5cKQiCIHh7ewsBAQEy85s2bSq4u7sr3HZaWpogFouF33//XWE779+/LwAQIiIiZMqdnJyETZs2yZR9++23gre3tyAIgrBy5UrB0tJSyMjIkM5fvny5wnW9ztnZWVi0aFGR87du3SpYWVlJX69bt04AIJw9e1ZaFhUVJQAQzp07JwiCIPj4+Ajff/+9zHr+/PNPwcHBQfoagLBz584it0tE6scxF0Ql8O+//8LY2BgSiQR5eXno1asXfvnlF+l8Z2dn2NjYSF+Hh4fj+fPnsLKykllPVlYW7t69CwCIiopCQECAzHxvb28cPXpUYRuioqKQk5OD9u3bl7jdiYmJePjwIfz9/TFy5EhpuUQikY7niIqKgru7OwwNDWXaUVpHjx7F999/j8jISKSlpUEikSA7OxsZGRkwMjICAOjo6MDLy0u6TJ06dWBubo6oqCg0adIE4eHhuHDhgkymIj8/H9nZ2cjMzJRpIxGVXQwuiEqgbdu2WL58OXR1deHo6Cg3YPPlH8+XCgoK4ODggGPHjsmt610vxzQwMCj1MgUFBQAKu0aaNm0qM09bWxsAIAjCO7XndQ8ePEC3bt0QEBCAb7/9FpaWljh16hT8/f1luo+AwktJ3/SyrKCgAHPmzMHHH38sV0dfX/+920lEHwaDC6ISMDIyQo0aNUpc38PDA3FxcdDR0UHVqlUV1qlbty7Onj0LX19fadnZs2eLXGfNmjVhYGCAw4cPY8SIEXLz9fT0ABT+0n/Jzs4OlSpVwr179/DJJ58oXG+9evXw559/IisrSxrAFNcORcLCwiCRSPDzzz9DS6twKNfWrVvl6kkkEoSFhaFJkyYAgJs3byIlJQV16tQBUHjcbt68WapjTURlD4MLIhXo0KEDvL290bt3byxYsAC1a9fGkydPsG/fPvTu3RteXl748ssvMWzYMHh5eaFly5bYuHEjrl+/jmrVqilcp76+PqZOnYqvvvoKenp6aNGiBRITE3H9+nX4+/vD1tYWBgYG2L9/PypXrgx9fX2YmZlh9uzZGD9+PExNTdG1a1fk5OQgLCwMz549Q2BgIIYMGYKgoCD4+/vj66+/RnR0NH766adS7W/16tUhkUjwyy+/oGfPnjh9+jRWrFghV09XVxfjxo3D0qVLoauriy+++ALNmjWTBhszZ85Ejx494OTkhP79+0NLSwtXrlzB1atXMW/evNKfCCJSC14tQqQCIpEI+/btQ6tWrfDZZ5+hVq1aGDRoEKKjo6VXdwwcOBAzZ87E1KlT4enpiQcPHmD06NHFrvebb77BpEmTMHPmTNStWxcDBw5EQkICgMLxDEuXLsXKlSvh6OiIXr16AQBGjBiB1atXY/369WjQoAFat26N9evXSy9dNTY2xt69exEZGYlGjRohKCgICxYsKNX+NmzYEAsXLsSCBQvg6uqKjRs3Ijg4WK6eoaEhpk6diiFDhsDb2xsGBgb4+++/pfM7d+6Mf//9FyEhIWjcuDGaNWuGhQsXwtnZuVTtISL1EgnK6HAlIiIieoGZCyIiIlIqBhdERESkVAwuiIiISKkYXBAREZFSMbggIiIipWJwQURERErF4IKIiIiUisEFERERKRWDCyIiIlIqBhdERESkVAwuiIiISKkYXBAREZFS/R8SK4hhqIVUPgAAAABJRU5ErkJggg==", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Generate a classification Report for the model\n", + "print(metrics.classification_report(y_valid, y_pred_lr))\n", + "\n", + "cm = confusion_matrix(y_valid, y_pred_lr)\n", + "cm_norm = cm / cm.sum(axis=1).reshape(-1,1)\n", + "\n", + "sns.heatmap(cm_norm, \n", + " cmap=\"plasma\", \n", + "\n", + " vmin=0., \n", + " vmax=1., \n", + " annot=True, \n", + " annot_kws={'size':10})\n", + "\n", + "# Adding headings and lables\n", + "plt.title('Logistic regression classification')\n", + "plt.ylabel('True label')\n", + "plt.xlabel('Predicted label')\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 96, + "id": "814f3c36", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + " precision recall f1-score support\n", + "\n", + " -1 0.86 0.94 0.90 725\n", + " 0 0.57 0.50 0.53 450\n", + " 1 0.85 0.80 0.82 1736\n", + " 2 0.75 0.85 0.80 722\n", + "\n", + " accuracy 0.80 3633\n", + " macro avg 0.76 0.77 0.76 3633\n", + "weighted avg 0.80 0.80 0.80 3633\n", + "\n" + ] + }, + { + "data": { + "image/png": "iVBORw0KGgoAAAANSUhEUgAAAhcAAAHFCAYAAABBx9vxAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMiwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy8qNh9FAAAACXBIWXMAAA9hAAAPYQGoP6dpAABpmklEQVR4nO3dd1QUVxsG8GcpUhWlgyJix4JSLKhobNhiRI31i1iwYIlRNNbElhiixp5YEqPYe+9ib6CCWMEOYqErIr3sfH+gG9ddEHSXBfb55cw54c6dmTs7zuy7770zIxIEQQARERGRgmiougFERERUujC4ICIiIoVicEFEREQKxeCCiIiIFIrBBRERESkUgwsiIiJSKAYXREREpFAMLoiIiEihGFwQERGRQjG4IKXw8/ODSCRCUFBQnnUiIiIgEong5+dXdA1TsLCwMAwYMABVq1aFrq4uTE1N4eTkhDFjxiApKQlZWVmwsLBA06ZN81yHWCxG5cqV4eDgIFX+5MkTjBkzBjVr1oSenh709fVRt25d/PTTT3jx4sUXt/3s2bMQiUQ4e/bsF6/rc3311Vf46quvpMoiIiLQpUsXGBsbQyQSYdy4cUr/t5KamopZs2bJ/Sze/1uOiIhQyraJSiMtVTeA1JeVlRUCAgJQrVo1VTfls4SEhKB58+awt7fHjBkzUKVKFcTHx+PmzZvYtm0bJk6ciCpVqmDAgAFYuHAhQkNDUadOHZn1nDx5Es+ePcOECRMkZYcOHULfvn1hamqKMWPGwNHRESKRCLdv38batWtx+PBhhISEFOXuKsWKFStkysaPH48rV65g7dq1sLS0hJWVFSwtLZX6byU1NRWzZ88GAJlgp0uXLggICICVlZVStk1UKglESrBu3ToBgHDt2jVVN+WLpKSk5DnP09NTMDAwEJKSkuTOF4vFgiAIQmhoqABAmDBhgtx6ffr0EcqUKSPEx8cLgiAIT548EQwMDARHR0chMTFR7np3795d2F2RcebMGQGAcObMmS9elyJVr15d6NSpU5FuMy4uTgAgzJw5s0i3S1RasVuEVEZeqnvWrFkQiUS4e/cu+vXrByMjI1hYWGDIkCF48+aN1PKCIGDFihVo2LAh9PT0UKFCBXz77bd48uSJVD1/f39069YNlSpVgq6uLqpXr44RI0YgPj5eqt77bV+/fh3ffvstKlSokO8v5YSEBJQrVw6GhoZy54tEIgCAvb09XF1dsWnTJmRnZ0vVSUxMxP79+9GtWzeYmJgAABYtWoSUlBSsWLECRkZGctfbo0ePPNv13r1799CvXz9YWFhAR0cHlStXhqenJzIyMvJcJigoCH379kWVKlWgp6eHKlWqoF+/fnj69KlUvdTUVEycOBF2dnbQ1dWFsbExXFxcsHXrVkmdJ0+eoG/fvrC2toaOjg4sLCzQtm1b3LhxQ1Lnw26R9900jx49wtGjRyESiSTdEXl1i3xqH+Pi4jBq1CjUqVMHhoaGMDc3R5s2bXDhwgXJOiIiImBmZgYAmD17tmS7gwYNApB3t8jatWvRoEEDyf53794dYWFhUnUGDRoEQ0NDPHr0CJ07d4ahoSFsbGwwYcKEfI8DUUnH4IKKpZ49e6JmzZrYvXs3pkyZgi1btmD8+PFSdUaMGIFx48ahXbt22LdvH1asWIG7d++iWbNmiImJkdR7/PgxXF1dsXLlSpw4cQIzZszAlStX0KJFC2RlZclsu0ePHqhevTp27tyJVatW5dlGV1dXREVF4X//+x/OnTuHtLS0POt6eXkhJiYGhw8flirfsmUL0tPT4eXlJSk7ceLEJ8dpfMrNmzfRqFEjBAYGYs6cOTh69Ch8fX2RkZGBzMzMPJeLiIhArVq1sGTJEhw/fhzz5s1DVFQUGjVqJBWM+fj4YOXKlRg7diyOHTuGjRs3olevXkhISJDU6dy5M4KDgzF//nz4+/tj5cqVcHR0RGJiotxtOzk5ISAgAJaWlmjevDkCAgLy7Y4oyD6+evUKADBz5kwcPnwY69atQ9WqVfHVV19JxldYWVnh2LFjAHKP0/vt/vzzz3l+Tr6+vvDy8kLdunWxZ88eLF26FLdu3YKrqysePnwoVTcrKwvffPMN2rZti/3792PIkCFYvHgx5s2bl+f6iUo8VadOqHQqSLdIeHi4AEBYt26dpGzmzJkCAGH+/PlSdUeNGiXo6upKuhoCAgIEAMLChQul6j179kzQ09MTJk2aJHebYrFYyMrKEp4+fSoAEPbv3y+z7RkzZhRoH9PT0wUPDw8BgABA0NTUFBwdHYXp06cLsbGxUnXfvn0rGBoaCt98841UubOzs2BjYyPk5ORIynR1dYWmTZsWqA15adOmjVC+fHmZdnyoIN0i2dnZQnJysmBgYCAsXbpUUl6vXj3Bw8Mjz+Xi4+MFAMKSJUvybWerVq2EVq1aSZXZ2toKXbp0kSqT92+lIPsob3+ysrKEtm3bCt27d5eU59ct8v7fcnh4uCAIgvD69WtBT09P6Ny5s1S9yMhIQUdHR+jfv7+kbODAgQIAYceOHVJ1O3fuLNSqVavA7SYqaZi5oGLpm2++kfrbwcEB6enpiI2NBZA74FEkEuG7775Ddna2ZLK0tESDBg2kRv3HxsbC29sbNjY20NLSgra2NmxtbQFAJo0N5GZNCkJHRwd79+5FaGgoFi9ejL59+yIuLg5z586Fvb097t+/L6lraGiI3r1748iRI5Ksyp07dxAcHIxBgwZBQ0Nxp2JqairOnTuH3r17S9L9BZWcnIzJkyejevXq0NLSgpaWFgwNDZGSkiL1WTVu3BhHjx7FlClTcPbsWZmsjbGxMapVq4YFCxZg0aJFCAkJgVgsVsj+AYXbx1WrVsHJyQm6urqS43/q1Cm5x74gAgICkJaWJuk2ec/GxgZt2rTBqVOnpMpFIhG6du0qVebg4CDT1URUmjC4oGLp/fiD93R0dABA8iUWExMDQRBgYWEBbW1tqSkwMFCSwheLxXB3d8eePXswadIknDp1ClevXkVgYKDU+j5U2LsC7O3tMW7cOGzatAmRkZFYtGgREhISZNLqXl5eyM7OxsaNGwHk9tmLRCIMHjxYql7lypURHh5eqDZ86PXr18jJyUGlSpUKvWz//v3x559/YujQoTh+/DiuXr2Ka9euwczMTOqzWrZsGSZPnox9+/ahdevWMDY2hoeHh6RLQCQS4dSpU+jQoQPmz58PJycnmJmZYezYsXj79u1n71th93HRokUYOXIkmjRpgt27dyMwMBDXrl1Dx44d8+3Gys/7rh95/06sra2luoYAQF9fH7q6ulJlOjo6SE9P/6ztE5UEvBWVSiRTU1OIRCJcuHBBEnh86H3ZnTt3cPPmTfj5+WHgwIGS+Y8ePcpz3e8HYn4OkUiE8ePHY86cObhz547UvGbNmsHe3h7r1q3DDz/8gE2bNqFNmzaws7OTqtehQwcsX74cgYGBnzXuwtjYGJqamnj+/Hmhlnvz5g0OHTqEmTNnYsqUKZLyjIwMydiF9wwMDDB79mzMnj0bMTExkixG165dce/ePQCAra0t/v33XwDAgwcPsGPHDsyaNQuZmZn5jmVR5D5u2rQJX331FVauXClV/iUBzvvANyoqSmbey5cvYWpq+tnrJiotmLmgEunrr7+GIAh48eIFXFxcZKb69esD+C9Q+DgAWb169Re3Qd6XC5D7BZOUlARra2uZeUOGDEFoaCh++uknxMXFYciQITJ1xo8fDwMDA4waNUrmDhkg9y6ZvXv35tkuPT09tGrVCjt37pS5IyY/IpEIgiDIfFZr1qxBTk5OnstZWFhg0KBB6NevH+7fv4/U1FSZOjVr1sRPP/2E+vXr4/r16wVuU14Kuo8ikUhmf27duoWAgACpso8zY/lxdXWFnp4eNm3aJFX+/PlznD59Gm3bti3obhCVWsxckFKdPn1a7pMNO3fu/EXrbd68OYYPH47BgwcjKCgILVu2hIGBAaKionDx4kXUr18fI0eORO3atVGtWjVMmTIFgiDA2NgYBw8ehL+//xdtHwCGDx+OxMRE9OzZE/Xq1YOmpibu3buHxYsXQ0NDA5MnT5ZZxtPTE9OmTcOCBQtQvnx5ubeU2tnZYdu2bejTpw8aNmwoeYgWAISGhmLt2rUQBAHdu3fPs22LFi1CixYt0KRJE0yZMgXVq1dHTEwMDhw4gNWrV6Ns2bIyy5QrVw4tW7bEggULYGpqiipVquDcuXP4999/Ub58eam6TZo0wddffw0HBwdUqFABYWFh2LhxI1xdXaGvr49bt25hzJgx6NWrF2rUqIEyZcrg9OnTuHXrllRW5EsUZB+//vpr/PLLL5g5cyZatWqF+/fvY86cObCzs5O6Lbhs2bKwtbXF/v370bZtWxgbG0s+g4+VL18eP//8M6ZNmwZPT0/069cPCQkJmD17NnR1dTFz5kyF7B9RiabK0aRUer0fYZ/XFB4enu/dInFxcXLX937E/ntr164VmjRpIhgYGAh6enpCtWrVBE9PTyEoKEhSJzQ0VGjfvr1QtmxZoUKFCkKvXr2EyMhImbsD8tp2Xo4fPy4MGTJEqFOnjmBkZCRoaWkJVlZWQo8ePYSAgIA8l+vevbsAQBg1alS+63/8+LEwatQooXr16oKOjo6gp6cn1KlTR/Dx8ZH5HOQJDQ0VevXqJZiYmAhlypQRKleuLAwaNEhIT08XBEH+3SLPnz8XevbsKVSoUEEoW7as0LFjR+HOnTuCra2tMHDgQEm9KVOmCC4uLkKFChUEHR0doWrVqsL48eMlDwKLiYkRBg0aJNSuXVswMDAQDA0NBQcHB2Hx4sVCdna2ZD1fcrdIQfYxIyNDmDhxolCxYkVBV1dXcHJyEvbt2ycMHDhQsLW1lVrXyZMnBUdHR0FHR0cAINnfvP7trVmzRnBwcBDKlCkjGBkZCd26dRPu3r0rVWfgwIGCgYGBzLF5/2+NqLQSCYIgFHVAQ0RERKUXx1wQERGRQjG4ICIiIoVicEFEREQKxeCCiIiolDp//jy6du0Ka2triEQi7Nu375PLnDt3Ds7OztDV1UXVqlU/67k0DC6IiIhKqZSUFDRo0AB//vlngeqHh4ejc+fOcHNzQ0hICKZNm4axY8di9+7dhdou7xYhIiJSAyKRCHv37oWHh0eedSZPnowDBw5IvXvH29sbN2/elHn4XH6YuSAiIiohMjIykJSUJDVlZGQobP0BAQFwd3eXKuvQoQOCgoKQlZVV4PWUyid0Zj6pqeom0Ds2dYapugn0AWOx7qcrUZGI1pB9TDqpxut02afpKtqbzKoKWc9iX0/Mnj1bqmzmzJmYNWuWQtYfHR0NCwsLqTILCwtkZ2cjPj6+wC92LJXBBRERUWk0depU+Pj4SJXJe3njl/j45Y3vR08U5qWODC6IiIiUTaypkNXo6OooPJj4kKWlJaKjo6XKYmNjoaWlJXkjcEEwuCAiIlIykbjgv/pVydXVFQcPHpQqO3HiBFxcXKCtrV3g9XBAJxERkbIJIsVMhZScnIwbN27gxo0bAHJvNb1x4wYiIyMB5HazeHp6Sup7e3vj6dOn8PHxQVhYGNauXYt///0XEydOLNR2mbkgIiIqpYKCgtC6dWvJ3+/HawwcOBB+fn6IioqSBBoAYGdnhyNHjmD8+PH466+/YG1tjWXLlqFnz56F2m6pfM4F7xYpPni3SPHCu0WKD94tUnwUxd0ib9/WVsh6ypa9p5D1KBszF0REREomEqu6BUWLYy6IiIhIoZi5ICIiUjY1y1wwuCAiIlIyUakb3Zg/dosQERGRQjFzQUREpGTqNqCTwQUREZGyidWrX4TdIkRERKRQzFwQEREpmboN6GRwQUREpGwcc0FERESKJOKYCyIiIqLPx8wFERGRsrFbhIiIiBRJ3QZ0sluEiIiIFIqZCyIiImVjtwgREREpkro9/pvdIkRERKRQzFwQEREpm6BeIzoZXBARESkZu0WIiIiIvgAzF0RERMqmZpkLBhdERERKpm4P0WJwQUREpGxqlrngmAsiIiJSKGYuiIiIlE3NMhcMLoiIiJRMJIhU3YQixW4RIiIiUihmLoiIiJSN3SJERESkUGoWXLBbhIiIiBSKmQsiIiJl40O0iIiISJFEYt4tQkRERPTZGFwUkW2HgI6DAOdvgN7fA8F38q+/9SDwzXDApRvQdShw4GTedY+eBep3EmHsHEW2uPQYNLwhrt0bhqeJ43Hi8gA0aV4x3/qubpVw4vIAPE0cj6thw+A5tIHU/Fr2Jvh3azdcuz8cMek/YvgY53zXN/bHJohJ/xG/LGj9xftS0vUbUR/+9z1xI2kkdgX2gXNz63zrN3Kzxq7APriRNBIn7nmiz7B6edbt3LsGwjK/x/JdXfKsM2ySM8Iyv8fUP9w+ex9KKq/hjrhxbwSiEifgzOWBcG1eKd/6zdxscObyQEQlTkBI2AgMHtpQpk5Xj5oICPFC9JsJCAjxQpdvakjNn/xTc7xOnyw13YsYLVXnr386y9Q5cW7AF+9vsSMoaCohGFwUgWPngHmrgWF9gZ1/As51gZE/A1Gx8utvPwQsXQeM+h+wdxUw6jtg7grgbKBs3ZcxwB9rAKd6JehfXRHq9m0t/PJHGyyZF4h2TdbjyqXn2Lr/W1S0KSu3fuUqRtiyryeuXHqOdk3WY+n8QMxd1BZdPGpK6ujpa+NpeCLm/nQeMVHJ+W6/obMlBng54O6tPA62GunUqwamLHTD6t+D0KPxNgRffInVB7vCysZQbv2KVcph1YFvEHzxJXo03oa/5wVh2uKWaN+9mkxd68pl8ePvLRB04UWe26/nbI7eXnVx71a8wvappOj+bW389kdbLJwXgFZN/BBw6Tl27O+FSvmcBzv2fYuAS8/RqokfFs0PwO+L2qHrB+dBoybWWLupG3ZsuQu3RuuwY8tdrNvcDc6NrKTWFXY3DrVs/5RMzV3Wymzv5PEnUnV6e+xU7AdQHIhFiplKCAYXRWDDXqCHO9CzI1C1MjDZG7A0A7Yfll//4GmgV2egYyvAxgro9FXu8ms/Ot9ycoAp84HRA4BKlkrfjRLJe6wLtvjdxuZ1t/Hw/iv8/OMZvHj+FoOGN5Rb33NoAzx/9hY//3gGD++/wuZ1t7F1/W2MGtdIUudGcDTmTDuHfTvvISMzJ89t6xtoY4VfF0wYdQKJiemK3rUSZ+APDbFnXSh2rQvFk3uv4TvxAqKfJ6PviPpy6/cdXg9Rz97Cd+IFPLn3GrvWhWKPXyiGjHeUqqehIcL89e74c84VPAtPkrsufQNtLNjgjhkjzyDptfodi1FjG2GT3y1sXHcLD+4nYNqPp/Di+VsMGe4ot/6QoQ3x/NlbTPvxFB7cT8DGdbewef0tjBnXWFLHe4wLzp6KwOIFgXj44BUWLwjEuTNPMfJ7F6l1ZWeLERuTIpkS4tNktpeRkS1VJ7E0HiOxgqYSQqXBxfPnzzF9+nS0bt0a9vb2qFOnDlq3bo3p06fj2bNnqmyawmRlAaEPgWZO0uXNnIAbofKXycwCypSRLtPRAW4/ALKy/ytbtQWoYAT06KDYNpcW2toacHCyxNmTEVLl505GwKWp/K4Rl6bWOPdR/TP+EWjgbAEtrcKdLr8vbYeTR5/g/OmnhVquNNLW1kBdJ3NcOhkpVX7JPxKOTa3kLtOwiSUu+cvWr+tsLnUsRv3UGK/j07DbL48TCsDPy1rh3JEIBJwuHdeVwtDW1kBDJ0ucPhkuVX7mZDga53EeNGpaEWc+qn/KPxyOzpaSz75x04oy6zztL7vOqtUrIPTJKNy4NwL/bvgGtnZGMttr0bIyHkSOwbXbw7BkRUeYmukXej+peFHZ3SIXL15Ep06dYGNjA3d3d7i7u0MQBMTGxmLfvn1Yvnw5jh49iubNm+e7noyMDGRkZEiViTLE0NEpHkmZ10lAjlgEkwrS3RYm5YGE1/KXae4M7DkGtHEF6lTPDU72ngCys0VITBJgZgyE3AX2HAd2/aX8fSipjE31oKWlgbjYFKnyuNgUmFsYyF3G3MJAbn1tbU0Ym+ohNjpF7nIf8+hVGw0cLeDebOPnNb6UKf/uWMTHpEqVJ8SmwdRS/heJqaU+EmKlf+XGx6RCW1sTFUx1ERedCkdXK/QcVAfdG23Nc9ude9dAXSdzfNt0+5fvSAlkYqr/7jyQ/uwLfx7kfvYmpnqIiU7J81z5cJ3BV6Mw0uswHj98BTMLA0yc0gzHz3wHV6d/8fpVbnbi5PEn2L/7Hp5FJsG2ihGmzXTDgWN98ZXremTmkxkscdSs51plwcX48eMxdOhQLF68OM/548aNw7Vr1/Jdj6+vL2bPni1V9tNYY/z8g4nC2qoQH3WVCYJs2Xsj+gHxr4DvxufWM6kAdGsHrNsFaGgAKanA1AXArB9yMxf0CR+d1CKRCIKQ95n+8SyRSCS3PC/Wlcri1z/aoPfXO5GRUYoujoog89nm/7l+fJw+PBb6htqY79ceM0aeRmKC/DS6ZSVDTF3YEkO77Eemmh8LeZ9l/p+99N/vPnqpcnnnyodlJ088+e+Pu/G4FvgS10OHo9939bFiWe61fe+ue5IqYaHxCLkejVsPRsK9UzUc2v/gk/tVYpSg8RKKoLLg4s6dO9i0aVOe80eMGIFVq1Z9cj1Tp06Fj4+PVJnohVMetYtehXKApoaAhFfS5a/e5GYv5NHVAX7xAWaMzc1umBkDu44CBnoCKpQDHoQDL2JE+H7Wf2ex+N3/NuwCHPwHsMl/EL5aeBWfhuxsMcw++nVmaqYv8yvuvdgY2V9zpmb6yMrKwesE2b5ieRo4WsDMwgD+AZ6SMi0tDbi2sMGQkU6wKbcIYrF6/YxJfHcsPs5SGJvpISFG/rGIj06FqYV0fRNzPWRl5SAxIR3V6xqjkp0RVuz9WjJfQyP3An47dTQ619uImvVMYWqhj12BfSR1tLQ04OJWEf1HOaCB4YpSfywS4lORnS2W++/648zDe/mdB6/enQd51clrnQCQmpqF0LvxqFa9Qp51YqJT8CzyTb51qPhTWXBhZWWFy5cvo1atWnLnBwQEwMpKfl/sh3R0dKCjoyNVlhlfPLpEAEBbG6hTAwgIAdp+0MMTcB1o7fqJZbVyB34CwNFzQMsmuZkLOxtgz0rpC+LyDUBq6n+DRQnIyhLj1vVotGpri6MHHkrKW7a1xfFDj+QuExT4Eu5dpO9G+KpdFdwMjkF2dsFGU50/8xStnNZJlS35uyMePXiFP/+4Wuq/zOTJyhLj7vVYNGtrg5P7//s126xdZZw++ETuMjeuROOrLnZSZc3bVcbd4FhkZ4vx5N5rfOO4WWr+2NmuMDDUhu+E84h+loyE2DSZOnP/aYfw+6+x5o9gtTgWWVli3LgejdZtq+DwB+fBV22r4Oihh3KXuRb4Ah26VJcqa9PODiHB0ZLz4GrgC7RuWwUrlwdJ1bkamPcdO2XKaKJmLRMEXMp77EsFY11UrFQO0dH534lV4qjZK9dVFlxMnDgR3t7eCA4ORvv27WFhYQGRSITo6Gj4+/tjzZo1WLJkiaqap1Ce3YGpfwB1awAN7IGdR4GoOKB359z5S9YBsQnAbxNz/454njt406EWkJQMbNgDPHoKzH03X6cMUKOK9DbKvvsB8XG5ulu1LAh/ru2Cm9ejERT4EgO8GqCSTTms/+cmAGD6L26wtC6L772OAAA2rLkJr5GOmD2vNTatvQmXptboP6g+vD0PSdapra2BmvamAIAy2pqwtDZEXQdzpCRnIuJJIlKSs3AvVPp2x9TULLxOSJMpVyfrl97A7+va405wLG5ciUZvr7qwsjHE9r9zH/oy/ldXWFgbYsoQfwDAtr/voP9IB0ye3wI7195FwyaW6DG4DiYOOA4AyMzIwcO70inBt4m546/el2dliWXqpKVkITEhXaa8NFux7BpWrf0aIdejcS3wJQa+Ow/W/XMDADDjl5awsi6LkV65t7CtXXMDQ0c64dd5bbBh7U00amqN7wY5YKjnAck6V/8VjMMn++OHCU1w5OBDdO5aA63a2KJTm/+CuTm+rXHsyCM8f5YEMzN9TJzSDGXLlcG2TbnH3MBAG5N/aoGD++4jOjoZlW2NMGN2KyTEp+HwfvmBT0klKkF3eiiCyoKLUaNGwcTEBIsXL8bq1auRk5PbH6qpqQlnZ2ds2LABvXv3VlXzFKpjKyDxbe7dHXGvgOpVgBVzAGuL3Plxr6SfeSEWAxt2AxEvAC1NoFEDYOMioKKFSppfou3fdR8VjPXgM60ZLCwNcO9uPPp77MbzyNxbFs0tDaWeeREZ8Qb9PXZjzvw2GOzdEDFRyZjucwqH9/3X92tpbYjTVwdK/h7t0xijfRrj0vlI9HBXz0GDBXF050OUN9bFqOmNYWZlgId3E+D9zUG8jHwLADCzNJB65sWLiCR4f3MAU/5wQ/+RDoh9mYzfxp+H/97HqtqFEmvvrnswNtbDpGnNYWFpgLC78ejjsRPP3p0HFpaGqGRTTlI/MuINenvswm/z22CotyOio5IxxeckDn5wHlwNfAGvAQcwfZYbps10Q/iTRAz57gCCr0VJ6lSsWBZr1neFiak+4uNSEXT1JdxbbpRsNydHQJ16Zuj7v7owKq+LmOhkXDgXiSED9iM5ObOIPh1SBpGQ38i2IpKVlYX4+NxfdKamptDW1v6i9WU+qfnpSlQkbOoMU3UT6APGYl1VN4HeidaQP9aEit7r9MlK34Zwpq5C1iNqfVch61G2YvHiMm1t7QKNryAiIiqRVP4zvmgVn5GPREREVCoUi8wFERFRqcbnXBAREZFC8VZUIiIiUig1uxWVYy6IiIhIoZi5ICIiUjZ2ixAREZEiCQoa0FlSQhR2ixAREZFCMXNBRESkbOwWISIiIoXi3SJEREREn4+ZCyIiImVjtwgREREplJo9/pvdIkRERKRQzFwQEREpG7tFiIiISKHUrFuEwQUREZGyCapuQNHimAsiIqJSbMWKFbCzs4Ouri6cnZ1x4cKFfOtv3rwZDRo0gL6+PqysrDB48GAkJCQUapsMLoiIiJRMEIsUMhXW9u3bMW7cOEyfPh0hISFwc3NDp06dEBkZKbf+xYsX4enpCS8vL9y9exc7d+7EtWvXMHTo0EJtl8EFERGRsgkixUyFtGjRInh5eWHo0KGwt7fHkiVLYGNjg5UrV8qtHxgYiCpVqmDs2LGws7NDixYtMGLECAQFBRVquwwuiIiISoiMjAwkJSVJTRkZGXLrZmZmIjg4GO7u7lLl7u7uuHz5stxlmjVrhufPn+PIkSMQBAExMTHYtWsXunTpUqh2MrggIiJSNrFIIZOvry+MjIykJl9fX7mbjI+PR05ODiwsLKTKLSwsEB0dLXeZZs2aYfPmzejTpw/KlCkDS0tLlC9fHsuXLy/U7jK4ICIiUjYFdYtMnToVb968kZqmTp2a76ZFIunuFEEQZMreCw0NxdixYzFjxgwEBwfj2LFjCA8Ph7e3d6F2l7eiEhERlRA6OjrQ0dEpUF1TU1NoamrKZCliY2Nlshnv+fr6onnz5vjxxx8BAA4ODjAwMICbmxt+/fVXWFlZFWjbzFwQEREpm4K6RQqjTJkycHZ2hr+/v1S5v78/mjVrJneZ1NRUaGhIhwaampoAcjMeBcXMBRERkZIV4ntZoXx8fDBgwAC4uLjA1dUVf//9NyIjIyXdHFOnTsWLFy+wYcMGAEDXrl0xbNgwrFy5Eh06dEBUVBTGjRuHxo0bw9rausDbZXBBRERUSvXp0wcJCQmYM2cOoqKiUK9ePRw5cgS2trYAgKioKKlnXgwaNAhv377Fn3/+iQkTJqB8+fJo06YN5s2bV6jtioTC5DlKiMwnNVXdBHrHps4wVTeBPmAs1lV1E+idaI1UVTeB3nmdPlnp28jeIL8borC0POXfQlrcMHNBRESkbHxxGRERESmSoGavXOfdIkRERKRQzFwQEREpG7tFiIiISKHYLUJERET0+Zi5ICIiUjJ1G9DJ4IKIiEjZxKpuQNFitwgREREpFDMXREREysZuESIiIlIkQc1uRWW3CBERESlUqcxcdKk5VdVNoHcOt32o6ibQBy5crqvqJtA7B9MNVN0EKkrsFiEiIiJF4q2oREREpFgcc0FERET0+Zi5ICIiUjZ2ixAREZEiCYKqW1C02C1CRERECsXMBRERkbKp2YBOBhdERERKpm63orJbhIiIiBSKmQsiIiJlU7PMBYMLIiIiJeOLy4iIiIi+ADMXREREysZuESIiIlIkdbtbhMEFERGRsnHMBREREdHnY+aCiIhIydTt3SIMLoiIiJRM3cZcsFuEiIiIFIqZCyIiImVTswGdDC6IiIiUjN0iRERERF+AmQsiIiJlU7PMBYMLIiIiJWO3CBEREdEXYOaCiIhI2Xi3CBERESkSn9BJRERECsUxF0RERERfgJkLIiIiZVOzzAWDCyIiIiUT1GxAJ7tFiIiISKGYuSAiIlIydRvQyeCCiIhI2dQsuGC3CBERESkUMxdERERKxm4RIiIiUihBrOoWFC12ixAREZFCMXNBRESkbOwWIWXo6l0bvSbUg4mVHiLuJmLlhKu4czFGbl1jSz2MWNAINZxMUbFGOexbHoqVE65K1bGtUx4DZzmihpMJLKuUxQqfK9i7LLQodqVUMvu6CSx7uUHbuCzSnsbi2arDSL4TIbduWQc71FowTKb8ztDFSH8Wp+SWln4OQ2vA5Yc6MLDUQ0JYIs5NCcaLy/I/V2tXM7jNcUSFmuWgraeJpGcpuLX2EUL+ulfErS55vvGujT4+9XOvSaGJ+MvnCm5fkn9NAgAHN0uM+qMxqtQpj/iXadi+8BYO/n1fMl9TS4T+kxugw4DqMK2oj2cPkvD31Gu4duKFpI6GpgiDZjiibb9qMLbUQ0JUGo5veIhNv90o9S/24pgLUrhWvewwclFjLB8TgLuXY9FlWC38dqg9vOrvRdyzFJn62jqaeBOXgS2+N9Hzh7py16mjr4Wo8Lc4vysC3gsbK3sXSrUKrerDxrsLIv88gOS7T2HWpTFq/DoQd4ctQWbcmzyXuz1kIXJSMyR/Z7+RPZZUODV72OKrec447XMNLwPjUH9wDXjsbo0NjQ7h7fNUmfpZKdm4sfo+4u8kIis1G9auZmi3tAmyU7Nxe90jFexByfBVLzuMXtgES78PwJ3LMeg6rDZ+P+SOwQ57ECvnmmRZxRC+B9vjyL8P8NvAc6jXzAI/LHdFYlw6Lux9CgAYMscZ7ftXw0LvS4i8/waN3Ctizq62+L7lITy68QoA0O9HB3QdXhu/DzmPiNBE1HI2xaQ1bkhJysSe5aX7x5G6BRccc1EEeo6vi2NrH+Lo2oeIvPcGKydcRdyzFHT1ri23fszTZKzwuYKTmx4jJSlTbp0HQfH4Z3IQzu4IR1ZGjjKbX+pZ9GiB+OPBiD8WhPRncXi26jAy497A7Osm+S6XnZiC7NfJkgniUv7Tqwg4jamNOxse4876x3h1PwnnpgTj7YtUOAytKbd+3K3XuL/rKRLuvUFSZArubY9AxKmXqOhqXsQtL1l6jauHo+se4MjaB4i89wZ/TbiC2Gcp+GaE/GtS1+G1ERuZgr8mXEHkvTc4svYBjvo9RG+f+pI67f9XHZvn3cKVY88RFf4WB1bfw7UTL9BrfD1JnTpNzXDpYCSuHH2OmKfJOL8nAkH+L1DL2VTp+0xFi8GFkmlpa6CmkwmC/V9IlQf7v0RdXgBVTqSlCYMa1kgKfihVnhT8CIZ1bPNdts6KMXDYMgU1f/dC2QZVldlMtaChrQELR2M8PR0lVR55KgrWTQr25WPmUAHWTczwPJ/0vrp7f00K8n8pVR508kWe16S6Tc0RdFL6GhZ0Ijco0NTK/UWuraOBzPRsqTqZaTmo38xC8vedS7Fwam2FSjXKAQCqOhijXnMLXDn6/Iv3q9gTRIqZSohi3S3y7NkzzJw5E2vXrlV1Uz6bkakONLU08Do2Xar8dWwaKljoqahV9J5WOX2INDWRlZgsVZ6V+BbaFWrIXSbz1VtELNmD1IcvIdLWhElbR9T8fQju/7gmz3Ea9Gl6JjrQ0NJA6kfnSkpcOmw/ca4MvdcdeqY60NASIfC327iz/rEym1qi/XdNSpMqfx2TBmMLfbnLVLDQw+uYj+rHpkFLWwNGprp4FZ2GoBMv0OuHerh1IQYvHyfBqY01mn1TGRqa/30hbl1wCwZG2vC70xPiHAEamiL8+3MwTm9/ovgdLWbU7cVlxTq4ePXqFdavX59vcJGRkYGMjAypMrGQBQ2RtrKbVyjCR6OVRCLZMlIhmeMjQl5HJ+N5PDKex0v+Tgl7hjJmRrD81g2PGFx8uY8+eBEgc3w+tqPDCWgbaMOqsQlazHZE4pO3uL/rqdKaWBrIXpNE+V6TZGaJpMv/9LmCCauaw+9OD0AAXj5+i2PrH6LjwP+C9Na97dCufzXMHXAWEaGJqN7AGKMWNkFCVCpObOQYmdJEpcHFgQMH8p3/5Mmno1lfX1/Mnj1bqsxO9A2qiTy+pGkK8yY+AznZYhh/9MurvJkeEj/6hUZFLzspFUJODrQrlJUq1zIyzB1HUUAp957BuE1DBbdOvaQlZECcLYa+ha5Uub6Zrkw242NJT3MHISaEJkLfTA9NpzkwuMjDf9ck6SxFeXNdmWzGe69j0mBsKX0Nq2Cmh+wsMZIS0t+tNx0zvj0FbR1NGJnoIP5lKob95oLo8LeSZUb83ghbF9zGmR3hAIDwO69hUdkQ/Sc5lPrgQt0GdKo0uPDw8PhktCwS5X9Apk6dCh8fH6my7hW2KaR9ipCdJcaD6wlwameNS/sjJeVO7axx+WBkPktSURCyc5Dy8CXKOVVH4uX/RquXc6qOxICCj17Xq2aNrFdvP12R8iTOEiMm5BVsW1vh8cH/+uArt7HC48MF75MXiQDNMhxOlpf31yTndta4uP+/AMy5bd7XpLuBsXDtYiNV5tLeGveD45GTLX39zsrIQfzLVGhqidCyexWc3RUumaejrwXho4HPOTkCRBpq8MWrZolqlQYXVlZW+Ouvv+Dh4SF3/o0bN+Ds7JzvOnR0dKCjoyNVVty6RHYvvovJ693wIDgBYYGx6DysFswrG+DQ6tx78YfMdYaptT7mD74gWaZaA2MAgJ6BNozMdFGtgTGyMnMQGZZ7a6SWtgZs65QHAGiX0YRpRX1Ua2CMtOQsvHzML7nCiNlzEXY/9kLKgxdICYuEWedGKGNuhLjDuc8WqTjYHdqm5RCxYBcAwLx7M2RGv0ba09jcMRdtGsLYrR4ezdmsyt0oFa7/eQ8d/3FFTEgCoq7Go/6g6ihbSR+3/s0dcNt8VkMYWunh+IgAAECDYTXx9nkKXj1IApD73Avnsfa4sfqByvahJNi55A6m+rXE/eB4hAbG4uuhtWBR2RAH/869Jg391RmmFQ3w++DzAICDf9+Dxyh7jFzQGIf/vY86Tc3RaXBN/PrdWck6azc2g5m1Ph7dfAVTa30MnOEIkYYI2/64LakTcPgZ/jelAWIikxERmogaDU3Qa1xdHPWTHlBNJZ9KgwtnZ2dcv349z+DiU1mNkuLcznCUM9HBdz81gLGVPiLuvMb0rv6IjcxN5ZpY6sG8soHUMquCu0n+v6aLKdr2r4boiLcYUD33C87EWl+qTu8J9dF7Qn3cPBeFiW2PFcFelR6vz92GVll9WP+vzbuHaMXg4U/rkRmbCADQNi4LHbPykvoaWpqoNLwzypiUgzgzC2lPY/HwJz+8ucYvtC/1YM9T6BqXQZPJ9XMfohWaiH3fnsXbd89eMLDURVmb/84VkUZuwGFkawhxthiJ4cm4OPMGbq3ll1V+zr67JnlOb5h7Tbr7GlO7nkDMu2uSsZU+zD/4nKMjkjG1qz9GL2yMbiPtkfAyFX+OD5Q84wIAyuhoYvBsJ1hXLYu05GxcOfYcvoPOIeXNf7fTL/8hAENmO2Pc8mYob66LhJepOPTPfWz49UaR7buqqFu3iEhQ4bf3hQsXkJKSgo4dO8qdn5KSgqCgILRq1apQ622vtU4RzSMF8G3Li3xxcuGy/IeyUdE7mJ7x6UpUJE5nDVH6Np6PHKSQ9VRa6aeQ9SibSjsm3dzc8gwsAMDAwKDQgQUREVFxI4hFCpk+x4oVK2BnZwddXV04OzvjwoUL+dbPyMjA9OnTYWtrCx0dHVSrVq3Qj4Qo1reiEhER0efbvn07xo0bhxUrVqB58+ZYvXo1OnXqhNDQUFSuXFnuMr1790ZMTAz+/fdfVK9eHbGxscjOzpZbNy8MLoiIiJRNRWMuFi1aBC8vLwwdOhQAsGTJEhw/fhwrV66Er6+vTP1jx47h3LlzePLkCYyNc28sqFKlSqG3y/u1iIiIlEwQRAqZMjIykJSUJDV9/CDJ9zIzMxEcHAx3d3epcnd3d1y+fFnuMgcOHICLiwvmz5+PihUrombNmpg4cSLS0uQ/AyUvDC6IiIhKCF9fXxgZGUlN8jIQABAfH4+cnBxYWFhIlVtYWCA6OlruMk+ePMHFixdx584d7N27F0uWLMGuXbswevToQrWT3SJERERKpqhbUeU9OPLjZz197OOHUQqCkOcDKsViMUQiETZv3gwjIyMAuV0r3377Lf766y/o6RXsnVgMLoiIiJRMUQ99kPfgyLyYmppCU1NTJksRGxsrk814z8rKChUrVpQEFgBgb28PQRDw/Plz1Kgh/4WOH2O3CBERUSlUpkwZODs7w9/fX6rc398fzZo1k7tM8+bN8fLlSyQn//dupQcPHkBDQwOVKlUq8LYZXBARESmZogZ0FpaPjw/WrFmDtWvXIiwsDOPHj0dkZCS8vb0B5HazeHp6Sur3798fJiYmGDx4MEJDQ3H+/Hn8+OOPGDJkSIG7RIACdossW7aswCscO3ZsgesSERGphc98ANaX6tOnDxISEjBnzhxERUWhXr16OHLkCGxtbQEAUVFRiIz874V1hoaG8Pf3x/fffw8XFxeYmJigd+/e+PXXXwu13QI9/tvOzq5gKxOJCvSadGXj47+LDz7+u3jh47+LDz7+u/goisd/hw8arpD12Pn9rZD1KFuBMhfh4eGfrkRERERyqduLyz57zEVmZibu379f6EeCEhERqRtVjblQlUIHF6mpqfDy8oK+vj7q1q0r6asZO3Ysfv/9d4U3kIiIqKRjcPEJU6dOxc2bN3H27Fno6upKytu1a4ft27crtHFERERU8hT6IVr79u3D9u3b0bRpU6knfNWpUwePHz9WaOOIiIhKg5KUdVCEQgcXcXFxMDc3lylPSUnJ83GiREREak3NgotCd4s0atQIhw8flvz9PqD4559/4OrqqriWERERUYlU6MyFr68vOnbsiNDQUGRnZ2Pp0qW4e/cuAgICcO7cOWW0kYiIqEQTxKpuQdEqdOaiWbNmuHTpElJTU1GtWjWcOHECFhYWCAgIgLOzszLaSEREVKKp290in/VW1Pr162P9+vWKbgsRERGVAp8VXOTk5GDv3r0ICwuDSCSCvb09unXrBi0tvsGdiIjoYyUp66AIhY4G7ty5g27duiE6Ohq1atUCkPs6VjMzMxw4cAD169dXeCOJiIhKMnULLgo95mLo0KGoW7cunj9/juvXr+P69et49uwZHBwcMHy4Yl7MQkRERCVXoTMXN2/eRFBQECpUqCApq1ChAubOnYtGjRoptHFERESlATMXn1CrVi3ExMTIlMfGxqJ69eoKaRQREVGpIogUM5UQBcpcJCUlSf7/t99+w9ixYzFr1iw0bdoUABAYGIg5c+Zg3rx5ymklERFRCaZumYsCBRfly5eXerS3IAjo3bu3pEwQBABA165dkZOTo4RmEhERUUlRoODizJkzym4HERFRqcXMhRytWrVSdjuIiIhKLXV7/PdnP/UqNTUVkZGRyMzMlCp3cHD44kYRERFRyfVZr1wfPHgwjh49Knc+x1wQERFJU7dukULfijpu3Di8fv0agYGB0NPTw7Fjx7B+/XrUqFEDBw4cUEYbiYiISjS+uOwTTp8+jf3796NRo0bQ0NCAra0t2rdvj3LlysHX1xddunRRRjuJiIiohCh05iIlJQXm5uYAAGNjY8TFxQHIfVPq9evXFds6IiKiUkDdMhef9YTO+/fvAwAaNmyI1atX48WLF1i1ahWsrKwU3kAiIqKSTt2Ci0J3i4wbNw5RUVEAgJkzZ6JDhw7YvHkzypQpAz8/P0W3j4iIiEqYQgcX//vf/yT/7+joiIiICNy7dw+VK1eGqampQhtHRERUGpSkrIMifPZzLt7T19eHk5OTItpCRERUKjG4kMPHx6fAK1y0aNFnN4aIiKhUEjO4kBESElKglX34cjMiIiJST6XyxWWPNN+ougn0zg+n7VTdBPrA+Q3LVN0EemeP5zBVN4GKELtFiIiISKHULbgo9HMuiIiIiPLDzAUREZGSCYKqW1C0GFwQEREpGbtFiIiIiL7AZwUXGzduRPPmzWFtbY2nT58CAJYsWYL9+/crtHFERESlgbq9W6TQwcXKlSvh4+ODzp07IzExETk5OQCA8uXLY8mSJYpuHxERUYnH4OITli9fjn/++QfTp0+HpqampNzFxQW3b99WaOOIiIio5Cn0gM7w8HA4OjrKlOvo6CAlJUUhjSIiIipNSlLWQREKnbmws7PDjRs3ZMqPHj2KOnXqKKJNREREpYogFilkKikKnbn48ccfMXr0aKSnp0MQBFy9ehVbt26Fr68v1qxZo4w2EhERlWjqlrkodHAxePBgZGdnY9KkSUhNTUX//v1RsWJFLF26FH379lVGG4mIiKgE+ayHaA0bNgzDhg1DfHw8xGIxzM3NFd0uIiKiUoOZi0IwNTVVVDuIiIhKLQYXn2BnZweRKO8P6cmTJ1/UICIiIirZCh1cjBs3TurvrKwshISE4NixY/jxxx8V1S4iIqJSg5mLT/jhhx/klv/1118ICgr64gYRERGVNuoWXCjsxWWdOnXC7t27FbU6IiIiKqEU9sr1Xbt2wdjYWFGrIyIiKjXULXNR6ODC0dFRakCnIAiIjo5GXFwcVqxYodDGERERlQYMLj7Bw8ND6m8NDQ2YmZnhq6++Qu3atRXVLiIiIiqhChVcZGdno0qVKujQoQMsLS2V1SYiIqJSpSS9F0QRCjWgU0tLCyNHjkRGRoay2kNERFTqCIJIIVNJUei7RZo0aYKQkBBltIWIiKhUEgTFTCVFocdcjBo1ChMmTMDz58/h7OwMAwMDqfkODg4KaxwRERGVPAUOLoYMGYIlS5agT58+AICxY8dK5olEIgiCAJFIhJycHMW3koiIqAQTl6AuDUUocHCxfv16/P777wgPD1dme4iIiEqdkjReQhEKHFwI7zp7bG1tldYYIiIiKvkKNeYiv7ehEhERkXzMXOSjZs2anwwwXr169UUNIiIiKm0YXORj9uzZMDIyUlZbiIiIqBQoVHDRt29fmJubK6stREREpZK6ZS4K/BAtjrcgIiL6PIJYpJDpc6xYsQJ2dnbQ1dWFs7MzLly4UKDlLl26BC0tLTRs2LDQ2yxwcCGUpEeDEREREbZv345x48Zh+vTpCAkJgZubGzp16oTIyMh8l3vz5g08PT3Rtm3bz9pugYMLsVjMLhEiIqLPoKp3iyxatAheXl4YOnQo7O3tsWTJEtjY2GDlypX5LjdixAj0798frq6un7W/hX63CBERERWOooKLjIwMJCUlSU15vUw0MzMTwcHBcHd3lyp3d3fH5cuX82zrunXr8PjxY8ycOfOz95fBBRERkZIpKrjw9fWFkZGR1OTr6yt3m/Hx8cjJyYGFhYVUuYWFBaKjo+Uu8/DhQ0yZMgWbN2+GllahXz8m8flLEhERUZGaOnUqfHx8pMp0dHTyXebjGzLevwvsYzk5Oejfvz9mz56NmjVrflE7GVwQEREpmaJeXKajo/PJYOI9U1NTaGpqymQpYmNjZbIZAPD27VsEBQUhJCQEY8aMAZA73lIQBGhpaeHEiRNo06ZNgbbN4EJJvhvhgOE+zjC3NMCD0AT8MvEcrl16mWf9Jm4VMX1+S9SsY4KYqBSsXhiELf/clszvO6QeevzPHjXrmgAAbofE4o+fL+FmUIykjqamCON+bopu/WrDzMIAsdEp2LUhFH/6XoE63+zT3dse/X0awMRKD+Ghr7HMJxA3L8lPCQJAQzdLfP9HU9jVqYD4l6nYsvAW9v0dJlWn99h66D7cHhaVDZEYn46ze8Kxavo1ZGbIvhV4wKQG8J7bGDuW3cbSCYEK37/SZuvVDKy9nIG4t2JUN9fElI56cLHN+1J18FYm1l5Kx9MEMQx1RWhRXRuT3HVRXp+9vvnx8LZHPx8HmFjpISI0Ect8AnDrUkye9Ru6WWLMH01RpU55JLw7L/b/fU+qTq+xdeHxwXlxbk84Vk8PkpwXmpoiDJ7hhPb9qsPEUg8JUak4uuEh1v8WUuqvUap4zkWZMmXg7OwMf39/dO/eXVLu7++Pbt26ydQvV64cbt++LVW2YsUKnD59Grt27YKdnV2Bt83gQgm6fFsTP//RCjPGnkZQwEv0H+qAdQc84N5wI14+eytTv1KVcli73wPb1t7B+MHH4OJqjTnL2uBVXBqO7XsEAGjSshIO7LiP4IAoZGRkY4SPCzYc7gF3xw2IeZkCAPCe6IL+wxwwcehxPAh9BQcnc8z/xx1vkzLg9+eNovwIio22varih4WuWPj9Jdy6HAOPYbXxx6GO+M5hJ2KepcjUt6pSFn8c7IiD/97DnIFn4dDMAhOWN0diXBrO7o0AALj3qwbvuY3gO+w8bgfEoHINI0z/txUAYNlE6eChtospvhlqj4e3EpS+r6XB0TuZ8D2Whhld9OBYWQs7gjIwYlMyDo4uB+vyssFC8NNsTN2biskd9NC6lhZikgTMPpSKnw+kYXlfAxXsQcnQpldVjF3YFIu+v4zbl2PwzbDaWHCoIwY47EKs3PPCEPMPdsDBf+/jl4FnUb+ZBXyWN0NiXDrOvTsv2verhhFzG+H3YRdwJyAGNjWMMO3flgCA5ROvAAD6/9gA3Ybb47ch5xAe+hq1nU0xdU1LJCdlYtfyu0W2/+rEx8cHAwYMgIuLC1xdXfH3338jMjIS3t7eAHK7WV68eIENGzZAQ0MD9erVk1re3Nwcurq6MuWfwuBCCYb+4IQdfnexfV3uyfLLxHNo2d4W/xvugAU/X5Kp/79hDnj57C1+mXgOAPD43mvUd7bAsPHOkuBi/KBjUstMHXkSnXpUR/PWlbFnc+6vasemVvA/+BhnjkYAAF48TULXPrXg4CSb/lIXfcbVx6F193Fw7X0AwNIJgWjcvhK6j6iDVT9dk6nvMdweMZHJkgzD03uJqO1shn4+DpLgol5TC9y+HAP/bY8BANFPk+G//THqNJK+VVvPQAsz17fBPO/zGDjNUYl7WXr4BWSgp1MZfOucm/ad2kkflx5nY1tQBnza6cnUv/k8GxXLa2BA09z6lSoAvV10sPZSepG2u6TpM64eDq97gEPvzovlkvPCHqt/CpKp3224PWIiU7D8g/OilrMp+vrUlwQXdZua487lGJz84Lw4uf0J7BuZSdZTr6k5Lh58ioCjzyR12vaphtrOpsrc3WJBVU/o7NOnDxISEjBnzhxERUWhXr16OHLkiOQN51FRUZ985sXnYN5QwbS1NVDPyRwX/J9KlV84+RTOTa3kLuPUxBIXTkrXP3/iKeo7m0NLS/4h0tPXgra2JhJf/3cRDbr0Es1bV4ZdjfIAAPv6pmjUzBpnjkV8/g6VYFraGqjlZIqr/i+kyq+efIF6rvIDrnpNzXH1pHT9Kyeeo7azGTS1ci8ONy9Fo5aTqeSiaW1XFq4dbXD5iPQJOmF5cwQcjUTQ6by7w+g/mdkCQl/moHk16d88zapp4cazbLnLONpoITpJjHMPsiAIAuKTxTgRmomWNbSLosklkpa2Bmo6meKq/3Op8msnn+d5XtRtao5rJ6XrX/3ovLh9KQY1PzgvrOzKomlHGwR8cF7cuhQN59bWsKlRDgBQzcEYDs0tJcFGaSaIFTN9jlGjRiEiIgIZGRkIDg5Gy5YtJfP8/Pxw9uzZPJedNWsWbty4UehtMnOhYBVM9aClpYH42FSp8viYVJhZ6stdxszSAPEnpIOL+NhUaGtrooKpLuKiU2WWmTy3BaJfJuPiqf9O3FV/BKGskQ5O3hqInBwxNDU18MeMyzi4474C9qzkKW+qCy0tDbz66Fi8jkmDiYXsr2AAMLbQx+sY6Yvoq9hUaGlroLypLhKi03BqxxNUMNPDyrNdIRKJoKWtgT2rQrFpwU3JMm17V0UtR1N4Nd2n8P0qrRJTBeQIgImBdEBtYqCB+OQ8govKWpjfQx8TdqUgMxvIFgOta2lhemf5x5cAo3fnxevYNKny1zFpMM7jvDCx0MfVj86L17FpMudFeTNd/HX2a8l5sXdVKDYvuCVZZvOCWzA0KoNNd3pBnCNAQ1OEf34OwqntTxS/o6RSKg8u0tLSEBwcDGNjY9SpU0dqXnp6Onbs2AFPT888l8/IyJB5gIggZEMkUu2ufTw4SSSSLftUfXnlADBigjO69q6Ffu13SQ0g/LpXTXj0q40fPI/iYWgC6jQww89/tEJMVDL2bAqTXZGakPkMP3kspGe+v2XrfbFjSyt4TmmIhd9fwt2rsahUzQg/LHJFQlQq/H4LgXklA4xb5IrxnY/KHeBJ+fv4DjkBQF4J5UexOfjtaBpGttJFi2raiEsW448TaZh9KA2/dpMfzFMu2fNCVMhrlPR50bClFQZMaYhF319G6NVYVKxWTnJerP/tBoDcoLt9/+qYM+AMwkNfo0YDE3y/sCnio1JxbONDxexYMaVuLy5T6TfwgwcP4O7ujsjISIhEIri5uWHr1q2wssrtPnjz5g0GDx6cb3Dh6+uL2bNnS5UZaXRABa2OSm17Xl7HpyE7WwwzC+kLm4m5PuJjZDMQABAXnSKT1TAx00dWVg4SE6T7joeNd8KoSY3xXafduHcnXmreVF83rPrjGg7tfAAAuH83ARUrl8OoSY3UMrhIjE9HdrYYJh8diwrmenj10a+2917FpML4o2NRwUwP2VlivHl3LIbNdsHxzQ8l4zie3HkNXQMtTF7phvW+IajlZApjC338e+W/0dlaWhpo6GaFHqPqorXBWojFpXxo/Gcory+CpgiIT5bO/b5KEcPEUP6F+Z+L6XCsrAWv5roAgFrQhJ62CAPWJeOHNrowK8ue34+9eXdefJylqGCuK5PNeC8hJhXGltL1y5vpSp0XQ2c748TmR5JxHE/uvIaegTZ+XNkCG3xvQBCAkb83xuYFN3FqxxNJHYvKhvhuUoNSH1wo6lbUkkKlZ97kyZNRv359xMbG4v79+yhXrhyaN29eqMElU6dOxZs3b6Sm8prtlNjq/GVliXHneixatKssVd6ibWUEB0bJXeb6lWi0aCtd3629LW4HxyI7+78L7XAfZ4yZ2gQDu+7F7euxMuvR09eC+KM+uZwcARoa6vWP+r3sLDHuX49Ho3YVpcobta2IOwHyb7m7ExiLRm2l6zduXxH3guOQk50bEOjoa8p8zuIcASJR7q+54NMv8V3DXRjkskcyhQXF4cTWRxjksoeBRR7KaIlQx1oTlx9Ld4FcfpyNhjbyfwelZwEf//PWfHdVK+23Nn6u7CwxHhTyvLgr97yoJHVe6OpryfzbzskRS86L93U+HjcgVuNrVGmm0szF5cuXcfLkSZiamsLU1BQHDhzA6NGj4ebmhjNnzsDA4NO3ksl7oIiqu0TWLL2ORes64HZwDK5fiUI/r/qwtimLLf/k9j3++EtzWFobYILXCQDA5n9uwXNkA0yf3xLb1t6GUxMr9B5UFz8MOCpZ54gJzhg/0xXjPI/h+dMkmL77NZ6anIXUlCwAwKnD4Rg9uRFePkvCg9BXqNvADF4/OGLn+tAi/gSKj+1LbuNnv69wLzgOdwJj0W1obVhUNsTed8+t8P61EUwrGuDXwWcBAPv+DkPPUXXw/YKmOPDvPdRrao6vB9fCrO9OS9Z56VAk+o6rjwc34hF6NQ6VqpXDsFnOuHjwKcRiAanJWQi/+1qqHWkpWUhKSJcpJ2mDXHUweU8q6lproqGNFnYGZyLqjRh9XHLP8UUn0xCbJMbvPXKvDV/V1MLMg2nYdi0DzatpIS5ZwO/H0lC/oibMyzFrkZftS+7gJ79WuBccj7uBsfhmaC2YVzbEvnfPrRjxqwtMKxpg7uDcO9j2/x2GHqPqYMyCJjj4733UbWqOLoNrYvZ3ZyTrvHQoEn3G1cPDGwnvukWMMHSWMy4ejJQEHZcPR2LAlIaIiUzO7RZpaJJ754rfg6L/EIoYu0WKUFpamsyzy//66y9oaGigVatW2LJli4pa9mUO73qACia6GDutKcys9PHgbgKGdNuPF5G5z7gwtzSAtU05Sf3nEUkY0m0fflrQCgO8HRAblYLZPmclt6ECwHfDG0BHRwsrt38tta0lvwRi6a+5t4fNGn8GPrOa4ZelbWBiro+YqGRsXXMby+ZeKYK9Lp5O7XyCciY6GDzdCSZW+nhy9xUmdj2GmMhkAICJlT4sbP4LYqMi3mJi12MYu9AVPUbWQfzLVCwZHyC5DRWA5IE/w2e7wKyiAV7HpePS4af4+2fZW/iocDrVK4PEVAErz6UjLllADXNNrP6fISq+e8ZF/Fsxot7899O3u6MOUjKBzVczMP94GsrqitDETgsT2nNAZ35OvzsvBk13hImVPsLvvsakrsc/Oi8MJfWjIpIxqetxfL+wKbq/Oy+Wjg+Q3IYKABt+C4EgCBg62xlmFQ2QGJeOS4cj8c8H58XiHwIwdLYzfJY3QwVzPcS/TMX+f+7B79eQItt3VVG34EIkfDx6rQg1btwY33//PQYMGCAzb8yYMdi8eTOSkpKQk1O4QXF2OksU1EL6UtZiPsioODm/YY2qm0DvfOU5TNVNoHcuZA1V+ja2VPlbIevpHzFcIetRNpXmDbt3746tW7fKnffnn3+iX79+MiP3iYiIqHhTaXAxdepUHDlyJM/5K1asgPjjkXNEREQljFgQKWQqKVT+nAsiIqLSTt2S8BxOTURERArFzAUREZGSCeKS06WhCAwuiIiIlEzdbkVltwgREREpFDMXRERESlaS7vRQBAYXRERESsa7RYiIiIi+ADMXRERESqZuAzoZXBARESkZx1wQERGRQnHMBREREdEXYOaCiIhIyTjmgoiIiBRK3cZcsFuEiIiIFIqZCyIiIiUTxKpuQdFicEFERKRk6jbmgt0iREREpFDMXBARESmZug3oZHBBRESkZHyIFhEREdEXYOaCiIhIydgtQkRERAqlbt0iDC6IiIiUjLeiEhEREX0BZi6IiIiUTMxuESIiIlIkdRtzwW4RIiIiUihmLoiIiJSMt6ISERGRQrFbhIiIiOgLMHNBRESkZOqWuWBwQUREpGTqNuaC3SJERESkUMxcEBERKZma9YowuCAiIlI2PqGTiIiIFEoAx1wQERERfTZmLoiIiJSM3SKlwFtRpqqbQO881RCrugn0ga4DRqm6CfTO+cN/qLoJJDFU6VtQs9iC3SJERESkWKUyc0FERFScsFuEiIiIFErNYgt2ixAREZFiMXNBRESkZOwWISIiIoVSs9iC3SJERESkWMxcEBERKZm6PfGHwQUREZGSqVu3CIMLIiIiJVO3zAXHXBAREZFCMXNBRESkZIKa9YswuCAiIlIydosQERERfQEGF0REREomKGj6HCtWrICdnR10dXXh7OyMCxcu5Fl3z549aN++PczMzFCuXDm4urri+PHjhd4mgwsiIiIlEytoKqzt27dj3LhxmD59OkJCQuDm5oZOnTohMjJSbv3z58+jffv2OHLkCIKDg9G6dWt07doVISEhhdquSBBK3zATU935qm4CvaMrcFhPceKQY6LqJtA7hw//oeom0DuiDreVvo3vRdsVsp7lQp9C1W/SpAmcnJywcuVKSZm9vT08PDzg6+tboHXUrVsXffr0wYwZMwq8XV75iYiIlExRAzozMjKQkZEhVaajowMdHR2ZupmZmQgODsaUKVOkyt3d3XH58uUCbU8sFuPt27cwNjYuVDvZLUJERKRkihpz4evrCyMjI6kprwxEfHw8cnJyYGFhIVVuYWGB6OjoArV74cKFSElJQe/evQu1v8xcEBERlRBTp06Fj4+PVJm8rMWHRCKR1N+CIMiUybN161bMmjUL+/fvh7m5eaHayeCCiIhIyRTVLZJXF4g8pqam0NTUlMlSxMbGymQzPrZ9+3Z4eXlh586daNeuXaHbyW4RIiIiJRMU9F9hlClTBs7OzvD395cq9/f3R7NmzfJcbuvWrRg0aBC2bNmCLl26fNb+MnNBRESkZKp6QqePjw8GDBgAFxcXuLq64u+//0ZkZCS8vb0B5HazvHjxAhs2bACQG1h4enpi6dKlaNq0qSTroaenByMjowJvl8EFERFRKdWnTx8kJCRgzpw5iIqKQr169XDkyBHY2toCAKKioqSeebF69WpkZ2dj9OjRGD16tKR84MCB8PPzK/B2+ZwLUio+56J44XMuig8+56L4KIrnXAwVbVPIetYIfRWyHmXjlZ+IiEjJ+OIyIiIioi/AzAUREZGSCaJSNwIhXwwuiIiIlIzdIkRERERfgJkLIiIiJVO3zAWDCyIiIiUr7NM1Szp2ixAREZFCMXNBRESkZOwWISIiIoVSt24RBhdERERKpm6ZC465ICIiIoVi5oKIiEjJBJGqW1C0GFwQEREpmVjNxlywW4SIiIgUipkLJRk8vCHG+DSGhaUh7ofGY/qPpxF46Xme9Zu52eCXea1Rq44poqOS8efCq/Bbc0Myv5a9CabMaIEGTpaobGuE6RNPYfWfwVLrcG1RCWPGN0YDR0tYWhtiQK89OHrwkbJ2scTwHNEA3j4uMLc0wIPQBMyaeBZXL73Is35Tt0qYMb8VatYxQUxUMlYuDMKmf25J5vcfUh89/2ePWnVNAQC3Q2Iw7+dLuBEULakz+sdG6ORRA9VrGSM9LRtBgS/x2/QLePLgtfJ2tITq4l0LPSfUhbGVPp7eTcTfE67i7sVYuXUrWOph2AIXVHcygXWNcjiwPAx/T7gmVaeDVw20HVANtnXLAwAeXU/A+p9C8OBavLJ3pcTbciEH/57KQVwSUN1ShGk9NeFSLe/foAev5WDNKTGexgkoqwe0sNfAJA9NVDDI7QPYcyUH0zbnyCx3c6E2dLTVq5+AAzrpi3l8Wxtz/2iLxfMC0bqJHwIuPce2/d+iok1ZufUrVzHC1n09EXDpOVo38cOS+YH4bVFbfO1RU1JHX18bT8Pf4JefziEmKlnuevT1tXHndiwmj/dXyn6VRF2/rYlZf3yF5b9fQccmm3D10gtsPNAd1nkcC5sq5bBhf3dcvfQCHZtswp/zrmLOotbo7FFDUse1ZSXs33Efvd13olurrXgR+RabD/eApbXhB3VssH7VDXzjthX9Ou+ClpYGthzqCT19xvMfatmrCoYvaoTtvrfxvctB3L0YgzmH2sHMxkBufW0dDbyJS8c231sIv/lKbh2HVpY4ty0cU9sdx4QWRxAXmYJfj7aHibW+MnelxDtyPQe+e3Lg7a6JvZO04VJNhOErs/Hylfx0fvBjMSZvykFPVw0cmqaNJYO1cCdSwM9bs6XqGeoCF37VlprULbAAcm9FVcR/JQWDCyUYOdYFm/1uYdO6W3h4/xV++vE0Xj5/i8HDHeXWHzS0IV48e4uffjyNh/dfYdO6W9iy/jZGj2skqRMSHI1Z085i7857yMiU/SUAAKdOhMN31kUc3v9QKftVEg3/wRnb/O5g67o7eHTvFWZNPIuXz9/Cc3gDufUHDGuAF8+SMGviWTy69wpb193B9vV3MGK8s6TO94OOYsPqmwi9FYfH919j0kh/aGiI0Ly1jaTOd133YOfGUDwIS0DY7Xj4DDuOSrbl4OBkofR9Lkm6j6+DE2sf4fjah3h27w3+nnANcc9S0MW7ltz6sU9TsNrnGk5veoKUpCy5dRZ4XsDhVffx5OZrPL+fhGUjAqChATRoY6nMXSnx/M6I0bOpBno100Q1SxGm9dSCZQVg60X515sbEQIqGgOerTRRyUQE52oa6N1MA3cipb8ARSLArJxIaqLSj8GFgmlra6CBkyXOnIyQKj9zMhyNm1aUu0yjptY4czJcquy0fzgaOltCS4uH6HNpa2ugvpMFzvs/lSo/f/IpXJpay13GqYkVzp+Urn/uxFM4OFvkeSz09LWgra2JxNfpebalnJEOACDxVd511I2WtgaqO5nguv9LqfIQ/5ewdzVT2HZ09DWhqa2B5NeZCltnaZOZLeDuMwHNa0v/G29eWwMh4fJ/LTvaiRCdCJy7K4YgCIhPEnD8hhit6kqvIzUDaDMzE61+zsSI1VkIfaZuHQS5xAqaSgqV52jDwsIQGBgIV1dX1K5dG/fu3cPSpUuRkZGB7777Dm3atFF1EwvFxFQfWloaiItNkSqPi02FuYX8VK+5hQHiYlM/qp8CbW1NmJjqISY6Re5ylD9jUz35xyImFWaW8lPk5pYGOHtC/rEwNtVDrJxjMXWuG6JfJuPiqcg82zJjfitcufgc90MTPmNPSqdypjrQ1NJAYmyaVPnr2HRUsNBT2HYG/+aMhBepCDn58tOV1dTrFCBHDJh81FtoUlaE+Lfyv9KcqmpggacWxvtlIzMLyBYDbeqJ8NO3mpI6Vc1F8P2fJmpai5CcDmw4m4P+S7Kxb7I2qpirVwZD3e4WUWlwcezYMXTr1g2GhoZITU3F3r174enpiQYNGkAQBHTo0AHHjx/PN8DIyMhARkaGVJkgZEMkUm3cJHz070gkAoSPC6Xqf5xKFMldDxWe/GORX/28joXsQiMnuMCjd230ar8DGRny08e/Lm0D+3qm6NFme+EariYKe3wK49uJddGqrx0mtz2OrIyS9LtPNUQff98LQF4hwKMoAXN3Z2N0R020qC1CbBKwYH8OZm3Pwdz+udffhnYaaGj33zJOdiL0WJCNTedz8NO3Kv9tS0qk0pz7nDlz8OOPPyIhIQHr1q1D//79MWzYMPj7++PkyZOYNGkSfv/993zX4evrCyMjI6kpLedMEe2BrIT4VGRni2WyFKZm+jLZifdiY1Lk1s/KysGrhDS5y9CnvYpPk38szPURH5PHsYhOgbml/GPxOkG6S2PEeGeMmdQY/bvsRtgd+Xci/LK4Ndy7VEPvDjsR9UL+QFx1lRSfgZxssUyWoryZrkw243P08KmL3lMc8FMnf0Tc5l06+algAGhqAPFJ0uUJyQJMysoPL/72z4FTVRG82mqiVkUNuNlrYGYvTewOFCP2jfzoUENDhPqVRXgap36/mgSRYqaSQqXBxd27dzFo0CAAQO/evfH27Vv07NlTMr9fv364detWHkvnmjp1Kt68eSM16Wm2Vmaz85WVJcbN69H4qm0VqfKv2lbB1UD5tz9eC3wpU791uyq4ERyN7Gz+2vpcWVli3L4eA7d2laXK3draIihQfor8+pUouLW1lSpr2d4Wt4JjpI6Ft48LfpjaFAO67sWt6zFy1/Xrkjbo1K0G+nTciWcRSXLrqLPsLDEeXU+AYzsrqXLHdtYIC4j7onX3nFAX/aY74Ocu/ngYzK6oTymjJUJdGxEu35e+3ly+J4ajnfxvtLQsARofpTo03n2j5BU6CIKAsBeCWg7qFENQyFRSFJu8lIaGBnR1dVG+fHlJWdmyZfHmzZt8l9PR0YGOjo5Umaq7RFYuC8KKtV1w43o0rgW+wECvhqhoUw5+/9wAAPz0S0tYWRtitNcRAIDfmhvwGumIX+a1xoa1N9GoaUX8b5ADhnselKxTW1sDtexzn6tQRlsTVtZlUc/BHCnJmQh/kggAMDDQhl21CpJlbKuURz0Hc7x+nYYXz94Wzc4XM38vDcbSdZ1wKzgGwVei8D+v+qhoUxYb/7kJAJjySwtYWhtinNcxAMDGf25i0MiGmDG/FbasvQ3nJlboO6gexgw4IlnnyAkumDizGb73PIpnT9/AzCJ3/EZKchZSU3LvYJi7rA08+tSG17cHkPw2U1Ln7ZtMpKdL36qnzvYuDsWE9S3wMDgB9wLj0HFYTZhVNsCR1fcBAIPmOsHEWh8LB1+ULFO1Qe6/cT0DLRiZ6aJqgwrIyhTjWVjuteLbiXUxYLYj5n93HrERyahgoQsASEvORnoKP/u8DGqtgckbc1DPJgcN7TSw43IOol4DfVvkjqFYeCAbsW+AeQNyr6+t62lgxtYcbL2Qgxb2GohLEvDbnhw42IpgYZQbPPx5NAcNqohQxUyE5HQBG8+Jce+5gBm9NPNsR2lVkm4jVQSVfgtXqVIFjx49QvXq1QEAAQEBqFz5v1+Zz549g5WVVV6LF1v7dt1DBWNdTJzWDBaWBrh3Nx79PHbheWTur1cLSwNUsiknqR8Z8Qb9PHbj1/ltMMTbEdFRyZjmcwqH9j2Q1LG0NsTZq4Mkf4/xaYwxPo1x6XwkurlvAwA0dLbE/hP9JHV+XZA7VmXrxtv4fthRZe5ysXVw1wNUMNHDuGlNYW5lgPt3E+DZbS9eROYGW+aWBlLPH3kWkQTPbnsxc0ErDPRugJioFMzwOYMj+/67vddzeAPo6Gjh7+1dpba16JcALPo1AAAwcERDAMCuk72l6owfegw7N4YqY1dLpPM7I1DWRAf9f2oAYys9RNxJxMyupxAbmTtwtoKlHswqS3dT/Rn8jeT/a7iYonX/qoiJSMbg6rsBAF28a0NbRxPTd0pnMDfPuYHNc24qeY9Krs5OmkhMAf46noO4NzmoYSXCam8tVDTODRTikoCXr//7guzRRBMp6cDmC2LM25eDsnpA05oamPjNf4HD2zQBM7flPpSrrB5gX0mEjT9owcGWd8GVdiIhv1GGSrZq1SrY2NigS5cucudPnz4dMTExWLNmTaHWa6o7XxHNIwXQFYpNcowAOOSYqLoJ9M7hw3+ougn0jqjDbaVvo4OWn0LWczx7kELWo2wqvfJ7e3vnO3/u3LlF1BIiIiLlKUnjJRSBuSkiIiJSKOasiYiIlEy98hYMLoiIiJROLFKv8ILdIkRERKRQzFwQEREpmboN6GRwQUREpGTqFVqwW4SIiIgUjJkLIiIiJWO3CBERESkUgwsiIiJSKHV7vzXHXBAREZFCMXNBRESkZHzlOhERESmUuo25YLcIERERKRQzF0REREqmbu8WYXBBRESkZLxbhIiIiOgLMHNBRESkZOo2oJPBBRERkZKp262o7BYhIiIihWLmgoiISMnYLUJEREQKxeCCiIiIFErdgguOuSAiIiKFYuaCiIhIydQtc8HggoiISMnEIlW3oGixW4SIiIgUipkLIiIiJWO3CBERESmUugUX7BYhIiIihWLmgoiISMly1CxzweCCiIhIydgtQkRERPQFmLkgIiJSMnXLXDC4ICIiUrIckVjVTShS7BYhIiJSshwICpk+x4oVK2BnZwddXV04OzvjwoUL+dY/d+4cnJ2doauri6pVq2LVqlWF3iaDCyIiolJq+/btGDduHKZPn46QkBC4ubmhU6dOiIyMlFs/PDwcnTt3hpubG0JCQjBt2jSMHTsWu3fvLtR2RYIglLqOIFPd+apuAr2jK7DnrThxyDFRdRPoncOH/1B1E+gdUYfbSt9GBd15ClnP6/TJharfpEkTODk5YeXKlZIye3t7eHh4wNfXV6b+5MmTceDAAYSFhUnKvL29cfPmTQQEBBR4u8xcEBERKVmOSFDIVBiZmZkIDg6Gu7u7VLm7uzsuX74sd5mAgACZ+h06dEBQUBCysrIKvG3+rCQiIiohMjIykJGRIVWmo6MDHR0dmbrx8fHIycmBhYWFVLmFhQWio6Plrj86Olpu/ezsbMTHx8PKyqpA7SyVwUV8+iRVN+GLZWRkwNfXF1OnTpX7j4aKDo9F8VG6jsVAVTfgi5SuY6F8SWlTFLKeWbNmYfbs2VJlM2fOxKxZs/JcRiSSft+7IAgyZZ+qL688P+wWKaYyMjIwe/ZsmQiVih6PRfHBY1F88FioxtSpU/HmzRupaerUqXLrmpqaQlNTUyZLERsbK5OdeM/S0lJufS0tLZiYFHzMFoMLIiKiEkJHRwflypWTmvLKHJUpUwbOzs7w9/eXKvf390ezZs3kLuPq6ipT/8SJE3BxcYG2tnaB28nggoiIqJTy8fHBmjVrsHbtWoSFhWH8+PGIjIyEt7c3gNxMiKenp6S+t7c3nj59Ch8fH4SFhWHt2rX4999/MXHixEJtt1SOuSAiIiKgT58+SEhIwJw5cxAVFYV69erhyJEjsLW1BQBERUVJPfPCzs4OR44cwfjx4/HXX3/B2toay5YtQ8+ePQu1XQYXxZSOjg5mzpzJgVLFAI9F8cFjUXzwWJQco0aNwqhRo+TO8/Pzkylr1aoVrl+//kXbLJUP0SIiIiLV4ZgLIiIiUigGF0RERKRQDC6IiIhIoRhcEBERkUIxuCiGVqxYATs7O+jq6sLZ2RkXLlxQdZPU0vnz59G1a1dYW1tDJBJh3759qm6S2vL19UWjRo1QtmxZmJubw8PDA/fv31d1s9TSypUr4eDgIHmAk6urK44eParqZlExw+CimNm+fTvGjRuH6dOnIyQkBG5ubujUqZPUfchUNFJSUtCgQQP8+eefqm6K2jt37hxGjx6NwMBA+Pv7Izs7G+7u7khJSVF109ROpUqV8PvvvyMoKAhBQUFo06YNunXrhrt376q6aVSM8FbUYqZJkyZwcnLCypUrJWX29vbw8PCAr6+vClum3kQiEfbu3QsPDw9VN4UAxMXFwdzcHOfOnUPLli1V3Ry1Z2xsjAULFsDLy0vVTaFigpmLYiQzMxPBwcFwd3eXKnd3d8fly5dV1Cqi4ufNmzcAcr/USHVycnKwbds2pKSkwNXVVdXNoWKET+gsRuLj45GTkyPztjoLCwuZt9QRqStBEODj44MWLVqgXr16qm6OWrp9+zZcXV2Rnp4OQ0ND7N27F3Xq1FF1s6gYYXBRDIlEIqm/BUGQKSNSV2PGjMGtW7dw8eJFVTdFbdWqVQs3btxAYmIidu/ejYEDB+LcuXMMMEiCwUUxYmpqCk1NTZksRWxsrEw2g0gdff/99zhw4ADOnz+PSpUqqbo5aqtMmTKoXr06AMDFxQXXrl3D0qVLsXr1ahW3jIoLjrkoRsqUKQNnZ2f4+/tLlfv7+6NZs2YqahWR6gmCgDFjxmDPnj04ffo07OzsVN0k+oAgCMjIyFB1M6gYYeaimPHx8cGAAQPg4uICV1dX/P3334iMjIS3t7eqm6Z2kpOT8ejRI8nf4eHhuHHjBoyNjVG5cmUVtkz9jB49Glu2bMH+/ftRtmxZSXbPyMgIenp6Km6depk2bRo6deoEGxsbvH37Ftu2bcPZs2dx7NgxVTeNihHeiloMrVixAvPnz0dUVBTq1auHxYsX83Y7FTh79ixat24tUz5w4EC5rykm5clrzNG6deswaNCgom2MmvPy8sKpU6cQFRUFIyMjODg4YPLkyWjfvr2qm0bFCIMLIiIiUiiOuSAiIiKFYnBBRERECsXggoiIiBSKwQUREREpFIMLIiIiUigGF0RERKRQDC6IiIhIoRhcEBUjs2bNQsOGDSV/Dxo0CB4eHkXejoiICIhEIty4cSPPOlWqVMGSJUsKvE4/Pz+UL1/+i9smEomwb9++L14PESkPgwuiTxg0aBBEIhFEIhG0tbVRtWpVTJw4ESkpKUrf9tKlSwv8NNCCBAREREWB7xYhKoCOHTti3bp1yMrKwoULFzB06FCkpKRg5cqVMnWzsrKgra2tkO0aGRkpZD1EREWJmQuiAtDR0YGlpSVsbGzQv39//O9//5Ok5t93ZaxduxZVq1aFjo4OBEHAmzdvMHz4cJibm6NcuXJo06YNbt68KbXe33//HRYWFihbtiy8vLyQnp4uNf/jbhGxWIx58+ahevXq0NHRQeXKlTF37lwAkLwp1NHRESKRCF999ZVkuXXr1sHe3h66urqoXbs2VqxYIbWdq1evwtHREbq6unBxcUFISEihP6NFixahfv36MDAwgI2NDUaNGoXk5GSZevv27UPNmjWhq6uL9u3b49mzZ1LzDx48CGdnZ+jq6qJq1aqYPXs2srOzC90eIlIdBhdEn0FPTw9ZWVmSvx89eoQdO3Zg9+7dkm6JLl26IDo6GkeOHEFwcDCcnJzQtm1bvHr1CgCwY8cOzJw5E3PnzkVQUBCsrKxkvvQ/NnXqVMybNw8///wzQkNDsWXLFlhYWADIDRAA4OTJk4iKisKePXsAAP/88w+mT5+OuXPnIiwsDL/99ht+/vlnrF+/HgCQkpKCr7/+GrVq1UJwcDBmzZqFiRMnFvoz0dDQwLJly3Dnzh2sX78ep0+fxqRJk6TqpKamYu7cuVi/fj0uXbqEpKQk9O3bVzL/+PHj+O677zB27FiEhoZi9erV8PPzkwRQRFRCCESUr4EDBwrdunWT/H3lyhXBxMRE6N27tyAIgjBz5kxBW1tbiI2NldQ5deqUUK5cOSE9PV1qXdWqVRNWr14tCIIguLq6Ct7e3lLzmzRpIjRo0EDutpOSkgQdHR3hn3/+kdvO8PBwAYAQEhIiVW5jYyNs2bJFquyXX34RXF1dBUEQhNWrVwvGxsZCSkqKZP7KlSvlrutDtra2wuLFi/Ocv2PHDsHExETy97p16wQAQmBgoKQsLCxMACBcuXJFEARBcHNzE3777Tep9WzcuFGwsrKS/A1A2Lt3b57bJSLV45gLogI4dOgQDA0NkZ2djaysLHTr1g3Lly+XzLe1tYWZmZnk7+DgYCQnJ8PExERqPWlpaXj8+DEAICwsDN7e3lLzXV1dcebMGbltCAsLQ0ZGBtq2bVvgdsfFxeHZs2fw8vLCsGHDJOXZ2dmS8RxhYWFo0KAB9PX1pdpRWGfOnMFvv/2G0NBQJCUlITs7G+np6UhJSYGBgQEAQEtLCy4uLpJlateujfLlyyMsLAyNGzdGcHAwrl27JpWpyMnJQXp6OlJTU6XaSETFF4MLogJo3bo1Vq5cCW1tbVhbW8sM2Hz/5fmeWCyGlZUVzp49K7Ouz70dU09Pr9DLiMViALldI02aNJGap6mpCQAQBOGz2vOhp0+fonPnzvD29sYvv/wCY2NjXLx4EV5eXlLdR0DuraQfe18mFosxe/Zs9OjRQ6aOrq7uF7eTiIoGgwuiAjAwMED16tULXN/JyQnR0dHQ0tJClSpV5Naxt7dHYGAgPD09JWWBgYF5rrNGjRrQ09PDqVOnMHToUJn5ZcqUAZD7S/89CwsLVKxYEU+ePMH//vc/ueutU6cONm7ciLS0NEkAk1875AkKCkJ2djYWLlwIDY3coVw7duyQqZednY2goCA0btwYAHD//n0kJiaidu3aAHI/t/v37xfqsyai4ofBBZEStGvXDq6urvDw8MC8efNQq1YtvHz5EkeOHIGHhwdcXFzwww8/YODAgXBxcUGLFi2wefNm3L17F1WrVpW7Tl1dXUyePBmTJk1CmTJl0Lx5c8TFxeHu3bvw8vKCubk59PT0cOzYMVSqVAm6urowMjLCrFmzMHbsWJQrVw6dOnVCRkYGgoKC8Pr1a/j4+KB///6YPn06vLy88NNPPyEiIgJ//PFHofa3WrVqyM7OxvLly9G1a1dcunQJq1atkqmnra2N77//HsuWLYO2tjbGjBmDpk2bSoKNGTNm4Ouvv4aNjQ169eoFDQ0N3Lp1C7dv38avv/5a+ANBRCrBu0WIlEAkEuHIkSNo2bIlhgwZgpo1a6Jv376IiIiQ3N3Rp08fzJgxA5MnT4azszOePn2KkSNH5rven3/+GRMmTMCMGTNgb2+PPn36IDY2FkDueIZly5Zh9erVsLa2Rrdu3QAAQ4cOxZo1a+Dn54f69eujVatW8PPzk9y6amhoiIMHDyI0NBSOjo6YPn065s2bV6j9bdiwIRYtWoR58+ahXr162Lx5M3x9fWXq6evrY/Lkyejfvz9cXV2hp6eHbdu2SeZ36NABhw4dgr+/Pxo1aoSmTZti0aJFsLW1LVR7iEi1RIIiOlyJiIiI3mHmgoiIiBSKwQUREREpFIMLIiIiUigGF0RERKRQDC6IiIhIoRhcEBERkUIxuCAiIiKFYnBBRERECsXggoiIiBSKwQUREREpFIMLIiIiUigGF0RERKRQ/we5rJ04V3z0nwAAAABJRU5ErkJggg==", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Generate a classification Report for the linear SVC model\n", + "print(metrics.classification_report(y_valid, y_pred_lsvc))\n", + "\n", + "# Generate a normalized confusion matrix\n", + "cm = confusion_matrix(y_valid, y_pred_lsvc)\n", + "cm_norm = cm / cm.sum(axis=1).reshape(-1,1)\n", + "\n", + "# Display the confusion matrix as a heatmap\n", + "sns.heatmap(cm_norm, \n", + " cmap=\"plasma\", \n", + " \n", + " vmin=0., \n", + " vmax=1., \n", + " annot=True, \n", + " annot_kws={'size':10})\n", + "\n", + "# Adding headings and lables\n", + "plt.title('Linear SVC classification')\n", + "plt.ylabel('True label')\n", + "plt.xlabel('Predicted label')\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 101, + "id": "69a3b877", + "metadata": {}, + "outputs": [], + "source": [ + "predictions = lsvc.predict(df_test['message']).reshape(-1, 1)\n", + "Id = np.array(df_test.index).reshape(-1, 1)\n", + "names = ['tweetid', 'sentiment']\n", + "\n", + "# Create output dataframe\n", + "out = pd.DataFrame(np.append(Id,predictions, axis=1), columns=names)\n" + ] + }, + { + "cell_type": "code", + "execution_count": 102, + "id": "0ee45bf1", + "metadata": {}, + "outputs": [], + "source": [ + "out.to_csv('output.csv',index=False)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "aedf801e", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.9.13" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/Advanced_Classification_Predict-student_data-2780/Classification.ipynb b/Advanced_Classification_Predict-student_data-2780/Classification.ipynb new file mode 100644 index 00000000..d7d4b2a5 --- /dev/null +++ b/Advanced_Classification_Predict-student_data-2780/Classification.ipynb @@ -0,0 +1,2803 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 36, + "id": "b93eef66", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Requirement already satisfied: comet_ml in c:\\users\\user\\anaconda3\\lib\\site-packages (3.33.4)\n", + "Requirement already satisfied: six in c:\\users\\user\\appdata\\roaming\\python\\python39\\site-packages (from comet_ml) (1.15.0)\n", + "Requirement already satisfied: jsonschema!=3.1.0,>=2.6.0 in c:\\users\\user\\anaconda3\\lib\\site-packages (from comet_ml) (4.16.0)\n", + "Requirement already satisfied: wrapt>=1.11.2 in c:\\users\\user\\appdata\\roaming\\python\\python39\\site-packages (from comet_ml) (1.12.1)\n", + "Requirement already satisfied: websocket-client<1.4.0,>=0.55.0 in c:\\users\\user\\anaconda3\\lib\\site-packages (from comet_ml) (0.58.0)\n", + "Requirement already satisfied: urllib3>2.0.0 in c:\\users\\user\\anaconda3\\lib\\site-packages (from comet_ml) (2.0.3)\n", + "Requirement already satisfied: everett[ini]<3.2.0,>=1.0.1 in c:\\users\\user\\anaconda3\\lib\\site-packages (from comet_ml) (3.1.0)\n", + "Requirement already satisfied: python-box<7.0.0 in c:\\users\\user\\anaconda3\\lib\\site-packages (from comet_ml) (6.1.0)\n", + "Requirement already satisfied: sentry-sdk>=1.1.0 in c:\\users\\user\\anaconda3\\lib\\site-packages (from comet_ml) (1.25.1)\n", + "Requirement already satisfied: semantic-version>=2.8.0 in c:\\users\\user\\anaconda3\\lib\\site-packages (from comet_ml) (2.10.0)\n", + "Requirement already satisfied: wurlitzer>=1.0.2 in c:\\users\\user\\anaconda3\\lib\\site-packages (from comet_ml) (3.0.3)\n", + "Requirement already satisfied: requests-toolbelt>=0.8.0 in c:\\users\\user\\anaconda3\\lib\\site-packages (from comet_ml) (1.0.0)\n", + "Requirement already satisfied: dulwich!=0.20.33,>=0.20.6 in c:\\users\\user\\anaconda3\\lib\\site-packages (from comet_ml) (0.21.5)\n", + "Requirement already satisfied: rich>=13.3.2 in c:\\users\\user\\anaconda3\\lib\\site-packages (from comet_ml) (13.3.2)\n", + "Requirement already satisfied: simplejson in c:\\users\\user\\anaconda3\\lib\\site-packages (from comet_ml) (3.19.1)\n", + "Requirement already satisfied: requests>=2.18.4 in c:\\users\\user\\anaconda3\\lib\\site-packages (from comet_ml) (2.31.0)\n", + "Requirement already satisfied: configobj in c:\\users\\user\\anaconda3\\lib\\site-packages (from everett[ini]<3.2.0,>=1.0.1->comet_ml) (5.0.8)\n", + "Requirement already satisfied: pyrsistent!=0.17.0,!=0.17.1,!=0.17.2,>=0.14.0 in c:\\users\\user\\anaconda3\\lib\\site-packages (from jsonschema!=3.1.0,>=2.6.0->comet_ml) (0.18.0)\n", + "Requirement already satisfied: attrs>=17.4.0 in c:\\users\\user\\anaconda3\\lib\\site-packages (from jsonschema!=3.1.0,>=2.6.0->comet_ml) (21.4.0)\n", + "Requirement already satisfied: charset-normalizer<4,>=2 in c:\\users\\user\\anaconda3\\lib\\site-packages (from requests>=2.18.4->comet_ml) (2.0.4)\n", + "Requirement already satisfied: idna<4,>=2.5 in c:\\users\\user\\anaconda3\\lib\\site-packages (from requests>=2.18.4->comet_ml) (3.3)\n", + "Requirement already satisfied: certifi>=2017.4.17 in c:\\users\\user\\anaconda3\\lib\\site-packages (from requests>=2.18.4->comet_ml) (2022.9.14)\n", + "Requirement already satisfied: pygments<3.0.0,>=2.13.0 in c:\\users\\user\\anaconda3\\lib\\site-packages (from rich>=13.3.2->comet_ml) (2.14.0)\n", + "Requirement already satisfied: markdown-it-py<3.0.0,>=2.2.0 in c:\\users\\user\\anaconda3\\lib\\site-packages (from rich>=13.3.2->comet_ml) (2.2.0)\n", + "Requirement already satisfied: mdurl~=0.1 in c:\\users\\user\\anaconda3\\lib\\site-packages (from markdown-it-py<3.0.0,>=2.2.0->rich>=13.3.2->comet_ml) (0.1.2)\n", + "Requirement already satisfied: spacy in c:\\users\\user\\anaconda3\\lib\\site-packages (3.5.3)\n", + "Requirement already satisfied: spacy-legacy<3.1.0,>=3.0.11 in c:\\users\\user\\anaconda3\\lib\\site-packages (from spacy) (3.0.12)\n", + "Requirement already satisfied: srsly<3.0.0,>=2.4.3 in c:\\users\\user\\anaconda3\\lib\\site-packages (from spacy) (2.4.6)\n", + "Requirement already satisfied: tqdm<5.0.0,>=4.38.0 in c:\\users\\user\\anaconda3\\lib\\site-packages (from spacy) (4.64.1)\n", + "Requirement already satisfied: setuptools in c:\\users\\user\\anaconda3\\lib\\site-packages (from spacy) (63.4.1)\n", + "Requirement already satisfied: numpy>=1.15.0 in c:\\users\\user\\anaconda3\\lib\\site-packages (from spacy) (1.24.3)\n", + "Requirement already satisfied: typer<0.8.0,>=0.3.0 in c:\\users\\user\\anaconda3\\lib\\site-packages (from spacy) (0.7.0)\n", + "Requirement already satisfied: murmurhash<1.1.0,>=0.28.0 in c:\\users\\user\\anaconda3\\lib\\site-packages (from spacy) (1.0.9)\n", + "Requirement already satisfied: jinja2 in c:\\users\\user\\anaconda3\\lib\\site-packages (from spacy) (2.11.3)\n", + "Requirement already satisfied: pydantic!=1.8,!=1.8.1,<1.11.0,>=1.7.4 in c:\\users\\user\\anaconda3\\lib\\site-packages (from spacy) (1.10.9)\n", + "Requirement already satisfied: cymem<2.1.0,>=2.0.2 in c:\\users\\user\\anaconda3\\lib\\site-packages (from spacy) (2.0.7)\n", + "Requirement already satisfied: packaging>=20.0 in c:\\users\\user\\anaconda3\\lib\\site-packages (from spacy) (21.3)\n", + "Requirement already satisfied: pathy>=0.10.0 in c:\\users\\user\\anaconda3\\lib\\site-packages (from spacy) (0.10.1)\n", + "Requirement already satisfied: wasabi<1.2.0,>=0.9.1 in c:\\users\\user\\anaconda3\\lib\\site-packages (from spacy) (1.1.2)\n", + "Requirement already satisfied: langcodes<4.0.0,>=3.2.0 in c:\\users\\user\\anaconda3\\lib\\site-packages (from spacy) (3.3.0)\n", + "Requirement already satisfied: requests<3.0.0,>=2.13.0 in c:\\users\\user\\anaconda3\\lib\\site-packages (from spacy) (2.31.0)\n", + "Requirement already satisfied: smart-open<7.0.0,>=5.2.1 in c:\\users\\user\\anaconda3\\lib\\site-packages (from spacy) (5.2.1)\n", + "Requirement already satisfied: spacy-loggers<2.0.0,>=1.0.0 in c:\\users\\user\\anaconda3\\lib\\site-packages (from spacy) (1.0.4)\n", + "Requirement already satisfied: catalogue<2.1.0,>=2.0.6 in c:\\users\\user\\anaconda3\\lib\\site-packages (from spacy) (2.0.8)\n", + "Requirement already satisfied: preshed<3.1.0,>=3.0.2 in c:\\users\\user\\anaconda3\\lib\\site-packages (from spacy) (3.0.8)\n", + "Requirement already satisfied: thinc<8.2.0,>=8.1.8 in c:\\users\\user\\anaconda3\\lib\\site-packages (from spacy) (8.1.10)\n", + "Requirement already satisfied: pyparsing!=3.0.5,>=2.0.2 in c:\\users\\user\\anaconda3\\lib\\site-packages (from packaging>=20.0->spacy) (3.0.9)\n", + "Requirement already satisfied: typing-extensions>=4.2.0 in c:\\users\\user\\anaconda3\\lib\\site-packages (from pydantic!=1.8,!=1.8.1,<1.11.0,>=1.7.4->spacy) (4.3.0)\n", + "Requirement already satisfied: urllib3<3,>=1.21.1 in c:\\users\\user\\anaconda3\\lib\\site-packages (from requests<3.0.0,>=2.13.0->spacy) (2.0.3)\n", + "Requirement already satisfied: charset-normalizer<4,>=2 in c:\\users\\user\\anaconda3\\lib\\site-packages (from requests<3.0.0,>=2.13.0->spacy) (2.0.4)\n", + "Requirement already satisfied: idna<4,>=2.5 in c:\\users\\user\\anaconda3\\lib\\site-packages (from requests<3.0.0,>=2.13.0->spacy) (3.3)\n", + "Requirement already satisfied: certifi>=2017.4.17 in c:\\users\\user\\anaconda3\\lib\\site-packages (from requests<3.0.0,>=2.13.0->spacy) (2022.9.14)\n", + "Requirement already satisfied: confection<1.0.0,>=0.0.1 in c:\\users\\user\\anaconda3\\lib\\site-packages (from thinc<8.2.0,>=8.1.8->spacy) (0.0.4)\n", + "Requirement already satisfied: blis<0.8.0,>=0.7.8 in c:\\users\\user\\anaconda3\\lib\\site-packages (from thinc<8.2.0,>=8.1.8->spacy) (0.7.9)\n", + "Requirement already satisfied: colorama in c:\\users\\user\\anaconda3\\lib\\site-packages (from tqdm<5.0.0,>=4.38.0->spacy) (0.4.6)\n", + "Requirement already satisfied: click<9.0.0,>=7.1.1 in c:\\users\\user\\anaconda3\\lib\\site-packages (from typer<0.8.0,>=0.3.0->spacy) (8.0.4)\n", + "Requirement already satisfied: MarkupSafe>=0.23 in c:\\users\\user\\anaconda3\\lib\\site-packages (from jinja2->spacy) (2.0.1)\n", + "Requirement already satisfied: seaborn in c:\\users\\user\\anaconda3\\lib\\site-packages (0.11.2)\n", + "Requirement already satisfied: pandas>=0.23 in c:\\users\\user\\anaconda3\\lib\\site-packages (from seaborn) (2.0.2)\n", + "Requirement already satisfied: numpy>=1.15 in c:\\users\\user\\anaconda3\\lib\\site-packages (from seaborn) (1.24.3)\n", + "Requirement already satisfied: matplotlib>=2.2 in c:\\users\\user\\anaconda3\\lib\\site-packages (from seaborn) (3.5.2)\n", + "Requirement already satisfied: scipy>=1.0 in c:\\users\\user\\anaconda3\\lib\\site-packages (from seaborn) (1.9.1)\n", + "Requirement already satisfied: cycler>=0.10 in c:\\users\\user\\anaconda3\\lib\\site-packages (from matplotlib>=2.2->seaborn) (0.11.0)\n", + "Requirement already satisfied: fonttools>=4.22.0 in c:\\users\\user\\anaconda3\\lib\\site-packages (from matplotlib>=2.2->seaborn) (4.25.0)\n", + "Requirement already satisfied: kiwisolver>=1.0.1 in c:\\users\\user\\anaconda3\\lib\\site-packages (from matplotlib>=2.2->seaborn) (1.4.2)\n", + "Requirement already satisfied: packaging>=20.0 in c:\\users\\user\\anaconda3\\lib\\site-packages (from matplotlib>=2.2->seaborn) (21.3)\n", + "Requirement already satisfied: python-dateutil>=2.7 in c:\\users\\user\\anaconda3\\lib\\site-packages (from matplotlib>=2.2->seaborn) (2.8.2)\n", + "Requirement already satisfied: pyparsing>=2.2.1 in c:\\users\\user\\anaconda3\\lib\\site-packages (from matplotlib>=2.2->seaborn) (3.0.9)\n", + "Requirement already satisfied: pillow>=6.2.0 in c:\\users\\user\\anaconda3\\lib\\site-packages (from matplotlib>=2.2->seaborn) (9.2.0)\n", + "Requirement already satisfied: pytz>=2020.1 in c:\\users\\user\\anaconda3\\lib\\site-packages (from pandas>=0.23->seaborn) (2022.1)\n", + "Requirement already satisfied: tzdata>=2022.1 in c:\\users\\user\\anaconda3\\lib\\site-packages (from pandas>=0.23->seaborn) (2022.7)\n", + "Requirement already satisfied: six>=1.5 in c:\\users\\user\\appdata\\roaming\\python\\python39\\site-packages (from python-dateutil>=2.7->matplotlib>=2.2->seaborn) (1.15.0)\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Requirement already satisfied: wordcloud in c:\\users\\user\\anaconda3\\lib\\site-packages (1.9.2)\n", + "Requirement already satisfied: pillow in c:\\users\\user\\anaconda3\\lib\\site-packages (from wordcloud) (9.2.0)\n", + "Requirement already satisfied: numpy>=1.6.1 in c:\\users\\user\\anaconda3\\lib\\site-packages (from wordcloud) (1.24.3)\n", + "Requirement already satisfied: matplotlib in c:\\users\\user\\anaconda3\\lib\\site-packages (from wordcloud) (3.5.2)\n", + "Requirement already satisfied: cycler>=0.10 in c:\\users\\user\\anaconda3\\lib\\site-packages (from matplotlib->wordcloud) (0.11.0)\n", + "Requirement already satisfied: python-dateutil>=2.7 in c:\\users\\user\\anaconda3\\lib\\site-packages (from matplotlib->wordcloud) (2.8.2)\n", + "Requirement already satisfied: fonttools>=4.22.0 in c:\\users\\user\\anaconda3\\lib\\site-packages (from matplotlib->wordcloud) (4.25.0)\n", + "Requirement already satisfied: packaging>=20.0 in c:\\users\\user\\anaconda3\\lib\\site-packages (from matplotlib->wordcloud) (21.3)\n", + "Requirement already satisfied: pyparsing>=2.2.1 in c:\\users\\user\\anaconda3\\lib\\site-packages (from matplotlib->wordcloud) (3.0.9)\n", + "Requirement already satisfied: kiwisolver>=1.0.1 in c:\\users\\user\\anaconda3\\lib\\site-packages (from matplotlib->wordcloud) (1.4.2)\n", + "Requirement already satisfied: six>=1.5 in c:\\users\\user\\appdata\\roaming\\python\\python39\\site-packages (from python-dateutil>=2.7->matplotlib->wordcloud) (1.15.0)\n", + "Requirement already satisfied: emoji in c:\\users\\user\\anaconda3\\lib\\site-packages (2.5.0)\n", + "Requirement already satisfied: pyspellchecker in c:\\users\\user\\anaconda3\\lib\\site-packages (0.7.2)\n", + "Requirement already satisfied: ftfy in c:\\users\\user\\anaconda3\\lib\\site-packages (6.1.1)\n", + "Requirement already satisfied: wcwidth>=0.2.5 in c:\\users\\user\\anaconda3\\lib\\site-packages (from ftfy) (0.2.5)\n" + ] + } + ], + "source": [ + "# install libraries\n", + "!pip install comet_ml\n", + "!pip install spacy\n", + "!pip install seaborn\n", + "!pip install wordcloud\n", + "!pip install emoji\n", + "!pip install pyspellchecker\n", + "!pip install ftfy" + ] + }, + { + "cell_type": "code", + "execution_count": 37, + "id": "51dabf37", + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "[nltk_data] Downloading package omw-1.4 to\n", + "[nltk_data] C:\\Users\\user\\AppData\\Roaming\\nltk_data...\n", + "[nltk_data] Package omw-1.4 is already up-to-date!\n" + ] + }, + { + "data": { + "text/plain": [ + "True" + ] + }, + "execution_count": 37, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# download NLP package\n", + "import nltk\n", + "nltk.download('omw-1.4')" + ] + }, + { + "cell_type": "code", + "execution_count": 38, + "id": "f0c05be3", + "metadata": {}, + "outputs": [], + "source": [ + "# Import package for creating an experiment in Comet\n", + "import comet_ml\n", + "from comet_ml import Experiment\n" + ] + }, + { + "cell_type": "code", + "execution_count": 39, + "id": "0376378a", + "metadata": {}, + "outputs": [], + "source": [ + "# Standard Packages \n", + "import numpy as np\n", + "import pandas as pd\n", + "from time import time\n", + "\n", + "# Packages for visualisations\n", + "from wordcloud import WordCloud\n", + "import matplotlib.pyplot as plt\n", + "%matplotlib inline\n", + "import seaborn as sns \n", + "sns.set(font_scale=1.5)\n", + "import matplotlib.style as style\n", + "style.use('seaborn-pastel')\n", + "style.use('seaborn-poster')\n", + "from PIL import Image\n", + "\n", + "# Packages for preprocessing\n", + "import re\n", + "import nltk\n", + "import string\n", + "from nltk import word_tokenize\n", + "from nltk.corpus import stopwords\n", + "from sklearn.feature_extraction.text import CountVectorizer\n", + "from sklearn.feature_extraction.text import TfidfVectorizer\n", + "from nltk.probability import FreqDist\n", + "import emoji\n", + "from ftfy import fix_text\n", + "from spellchecker import SpellChecker\n", + "from nltk.stem import WordNetLemmatizer\n", + "from nltk.corpus import stopwords, wordnet \n", + "from nltk.stem.snowball import SnowballStemmer\n", + "from nltk.sentiment.vader import SentimentIntensityAnalyzer\n", + "import itertools\n", + "from sklearn.model_selection import train_test_split\n", + "from sklearn.utils import resample\n", + "\n", + "# Packages for training models\n", + "from sklearn.pipeline import Pipeline\n", + "from sklearn.linear_model import LogisticRegression\n", + "from sklearn.naive_bayes import MultinomialNB\n", + "from sklearn.svm import SVC\n", + "from sklearn.ensemble import RandomForestClassifier\n", + "from sklearn.neighbors import KNeighborsClassifier\n", + "from sklearn.neural_network import MLPClassifier\n", + "from sklearn.svm import LinearSVC\n", + "\n", + "# Packages for hyperparameter optimisation\n", + "from sklearn.model_selection import GridSearchCV\n", + "\n", + "# Packages for evaluating model accuracy\n", + "from sklearn import metrics\n", + "from sklearn.metrics import f1_score \n", + "from sklearn.metrics import precision_score\n", + "from sklearn.metrics import recall_score\n", + "from sklearn.metrics import confusion_matrix\n", + "from sklearn.metrics import accuracy_score\n", + "from sklearn.metrics import classification_report\n", + "from sklearn.metrics import roc_curve\n", + "from sklearn.metrics import auc\n", + "from sklearn.preprocessing import label_binarize\n", + "\n", + "# Packages for saving models\n", + "import pickle" + ] + }, + { + "cell_type": "markdown", + "id": "beb1bb44", + "metadata": {}, + "source": [ + "## COMET" + ] + }, + { + "cell_type": "code", + "execution_count": 40, + "id": "009cf94d", + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "\u001b[1;38;5;214mCOMET WARNING:\u001b[0m To get all data logged automatically, import comet_ml before the following modules: sklearn.\n", + "\u001b[1;38;5;39mCOMET INFO:\u001b[0m ---------------------------------------------------------------------------------------\n", + "\u001b[1;38;5;39mCOMET INFO:\u001b[0m Comet.ml Experiment Summary\n", + "\u001b[1;38;5;39mCOMET INFO:\u001b[0m ---------------------------------------------------------------------------------------\n", + "\u001b[1;38;5;39mCOMET INFO:\u001b[0m Data:\n", + "\u001b[1;38;5;39mCOMET INFO:\u001b[0m display_summary_level : 1\n", + "\u001b[1;38;5;39mCOMET INFO:\u001b[0m url : https://www.comet.com/kennedyee/twitter/fd59c9b12215490c8ce72417608bc507\n", + "\u001b[1;38;5;39mCOMET INFO:\u001b[0m Uploads:\n", + "\u001b[1;38;5;39mCOMET INFO:\u001b[0m conda-environment-definition : 1\n", + "\u001b[1;38;5;39mCOMET INFO:\u001b[0m conda-info : 1\n", + "\u001b[1;38;5;39mCOMET INFO:\u001b[0m conda-specification : 1\n", + "\u001b[1;38;5;39mCOMET INFO:\u001b[0m environment details : 1\n", + "\u001b[1;38;5;39mCOMET INFO:\u001b[0m filename : 1\n", + "\u001b[1;38;5;39mCOMET INFO:\u001b[0m installed packages : 1\n", + "\u001b[1;38;5;39mCOMET INFO:\u001b[0m notebook : 1\n", + "\u001b[1;38;5;39mCOMET INFO:\u001b[0m source_code : 1\n", + "\u001b[1;38;5;39mCOMET INFO:\u001b[0m \n", + "\u001b[1;38;5;214mCOMET WARNING:\u001b[0m To get all data logged automatically, import comet_ml before the following modules: sklearn.\n", + "\u001b[1;38;5;214mCOMET WARNING:\u001b[0m As you are running in a Jupyter environment, you will need to call `experiment.end()` when finished to ensure all metrics and code are logged before exiting.\n", + "\u001b[1;38;5;39mCOMET INFO:\u001b[0m Couldn't find a Git repository in 'C:\\\\Users\\\\user\\\\Downloads\\\\explore AI\\\\SQl\\\\EXPLORE\\\\ML\\\\predictclass\\\\Advanced_Classification_Predict-student_data-2780' nor in any parent directory. Set `COMET_GIT_DIRECTORY` if your Git Repository is elsewhere.\n", + "\u001b[1;38;5;39mCOMET INFO:\u001b[0m Experiment is live on comet.com https://www.comet.com/kennedyee/twitter/4f388718b5e1482790eadad86dd78f57\n", + "\n" + ] + } + ], + "source": [ + "# Setting the API key \n", + "experiment = Experiment(api_key='uFXkuw4i4BqB5FxidwiS5nIHM',\n", + " project_name=\"Twitter\", workspace=\"kennedyee\")" + ] + }, + { + "cell_type": "code", + "execution_count": 41, + "id": "26762c16", + "metadata": {}, + "outputs": [], + "source": [ + "# Import training dataset\n", + "df_train = pd.read_csv('train.csv')\n", + "\n", + "# Import testing dataset\n", + "df_test = pd.read_csv('test.csv')\n", + "# Set 'tweetid' index\n", + "df_train.set_index('tweetid',inplace = True)\n", + "df_test.set_index('tweetid',inplace = True)" + ] + }, + { + "cell_type": "code", + "execution_count": 42, + "id": "9260adc1", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "(15819, 2)\n", + "(10546, 1)\n" + ] + } + ], + "source": [ + "print(df_train.shape)\n", + "print(df_test.shape)" + ] + }, + { + "cell_type": "code", + "execution_count": 43, + "id": "53f3b6d8", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "Index(['sentiment', 'message'], dtype='object')" + ] + }, + "execution_count": 43, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df_train.columns" + ] + }, + { + "cell_type": "code", + "execution_count": 44, + "id": "db4855f1", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
\n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
sentimentmessage
tweetid
6252211PolySciMajor EPA chief doesn't think carbon di...
1261031It's not like we lack evidence of anthropogeni...
6985622RT @RawStory: Researchers say we have three ye...
5737361#TodayinMaker# WIRED : 2016 was a pivotal year...
4669541RT @SoyNovioDeTodas: It's 2016, and a racist, ...
\n", + "
" + ], + "text/plain": [ + " sentiment message\n", + "tweetid \n", + "625221 1 PolySciMajor EPA chief doesn't think carbon di...\n", + "126103 1 It's not like we lack evidence of anthropogeni...\n", + "698562 2 RT @RawStory: Researchers say we have three ye...\n", + "573736 1 #TodayinMaker# WIRED : 2016 was a pivotal year...\n", + "466954 1 RT @SoyNovioDeTodas: It's 2016, and a racist, ..." + ] + }, + "execution_count": 44, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df_train.head()" + ] + }, + { + "cell_type": "code", + "execution_count": 45, + "id": "18b9a861", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "array([ 1, 2, 0, -1], dtype=int64)" + ] + }, + "execution_count": 45, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df_train['sentiment'].unique()" + ] + }, + { + "cell_type": "markdown", + "id": "1622f4fd", + "metadata": {}, + "source": [ + "## Class Description:\n", + "Class 2 News: the tweet links to factual news about climate change\n", + "\n", + "Class1 Pro: the tweet supports the belief of man-made climate change\n", + "\n", + "Class 0 Neutral: the tweet neither supports nor refutes the belief of man-made climate change.\n", + "\n", + "Class-1 Anti: the tweet does not believe in man-made climate change Variable definitions\n", + "\n", + "## Preprocessing\n", + "Extract tweet sentiments\n", + "\n", + "Extract hashtags\n", + "\n", + "Replace contractions\n", + "\n", + "Remove URLS,punctuations,mentions, numbers and extra white space, unicode\n", + "\n", + "Replace emojis\n", + "\n", + "Convert all text to lowercase\n", + "\n", + "Replace shortened words/slang\n", + "\n", + "Tokenization\n", + "\n", + "Perform lemmatization" + ] + }, + { + "cell_type": "code", + "execution_count": 46, + "id": "4d984951", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
\n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
sentimentmessage
tweetid
625221ProPolySciMajor EPA chief doesn't think carbon di...
126103ProIt's not like we lack evidence of anthropogeni...
698562NewsRT @RawStory: Researchers say we have three ye...
573736Pro#TodayinMaker# WIRED : 2016 was a pivotal year...
466954ProRT @SoyNovioDeTodas: It's 2016, and a racist, ...
\n", + "
" + ], + "text/plain": [ + " sentiment message\n", + "tweetid \n", + "625221 Pro PolySciMajor EPA chief doesn't think carbon di...\n", + "126103 Pro It's not like we lack evidence of anthropogeni...\n", + "698562 News RT @RawStory: Researchers say we have three ye...\n", + "573736 Pro #TodayinMaker# WIRED : 2016 was a pivotal year...\n", + "466954 Pro RT @SoyNovioDeTodas: It's 2016, and a racist, ..." + ] + }, + "execution_count": 46, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "def update(df):\n", + "\n", + " df = df_train.copy()\n", + " sentiment = df['sentiment']\n", + " word_sentiment = []\n", + "\n", + " for i in sentiment :\n", + " if i == 1 :\n", + " word_sentiment.append('Pro')\n", + " elif i == 0 :\n", + " word_sentiment.append('Neutral')\n", + " elif i == -1 :\n", + " word_sentiment.append('Anti')\n", + " else :\n", + " word_sentiment.append('News')\n", + "\n", + " df['sentiment'] = word_sentiment\n", + " \n", + " return df\n", + "\n", + "df = update(df_train)\n", + "df.head()" + ] + }, + { + "cell_type": "markdown", + "id": "c84b537d", + "metadata": {}, + "source": [ + "## Extracting Hashtags\n", + "Extracting hashtags for original tweets and storing them in seperate dataframes for each class before first cleaning the data." + ] + }, + { + "cell_type": "code", + "execution_count": 47, + "id": "5e2f8512", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
\n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
hashtagcount
19climate187
24BeforeTheFlood129
68climatechange94
13ImVotingBecause62
4COP2259
\n", + "
" + ], + "text/plain": [ + " hashtag count\n", + "19 climate 187\n", + "24 BeforeTheFlood 129\n", + "68 climatechange 94\n", + "13 ImVotingBecause 62\n", + "4 COP22 59" + ] + }, + "execution_count": 47, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "def hashtag_extract(tweet):\n", + " \n", + " hashtags = []\n", + " \n", + " for i in tweet:\n", + " ht = re.findall(r\"#(\\w+)\", i)\n", + " hashtags.append(ht)\n", + " \n", + " hashtags = sum(hashtags, [])\n", + " frequency = nltk.FreqDist(hashtags)\n", + " \n", + " hashtag_df = pd.DataFrame({'hashtag': list(frequency.keys()),\n", + " 'count': list(frequency.values())})\n", + " hashtag_df = hashtag_df.nlargest(15, columns=\"count\")\n", + "\n", + " return hashtag_df\n", + "\n", + "# Extracting the hashtags from tweets in each class\n", + "pro = hashtag_extract(df['message'][df['sentiment'] == 'Pro'])\n", + "anti = hashtag_extract(df['message'][df['sentiment'] == 'Anti'])\n", + "neutral = hashtag_extract(df['message'][df['sentiment'] == 'Neutral'])\n", + "news = hashtag_extract(df['message'][df['sentiment'] == 'News'])\n", + "\n", + "pro.head()" + ] + }, + { + "cell_type": "markdown", + "id": "287bb890", + "metadata": {}, + "source": [ + "## Extracting Sentiments of Tweets\n", + "classifying all tweets with scores of less than -0.05 as negative, scores between -0.05 and 0.05 are classified as neutral and a score of more than 0.05 indicates a positive tweet." + ] + }, + { + "cell_type": "code", + "execution_count": 48, + "id": "15ccb5a2", + "metadata": {}, + "outputs": [], + "source": [ + "def sentiment_score(text):\n", + " \n", + " sid = SentimentIntensityAnalyzer()\n", + " s = sid.polarity_scores(text)['compound']\n", + " if s<-0.05:\n", + " sentiment='negative'\n", + " elif s>0.05:\n", + " sentiment='positive'\n", + " else:\n", + " sentiment='neutral'\n", + " \n", + " return sentiment" + ] + }, + { + "cell_type": "code", + "execution_count": 49, + "id": "1be9b9d0", + "metadata": {}, + "outputs": [], + "source": [ + "# Extract all unique news related handles into a list\n", + "df_temp = df_train.copy()\n", + "df_temp.sort_index(inplace=True)\n", + "n_temp = [re.findall(r'@[\\w]+',df_temp['message'].iloc[i]) for i,x in enumerate(df_temp['sentiment']) if x==2]\n", + "news = [x for x in n_temp if x!=[]]\n", + "\n", + "# Only keep the unique values inside the list\n", + "news = sorted(list(set(itertools.chain.from_iterable(news))))" + ] + }, + { + "cell_type": "code", + "execution_count": 50, + "id": "03393e13", + "metadata": {}, + "outputs": [], + "source": [ + "# extracting all unque hashtags\n", + "hashtags = df['message'].apply(lambda x: re.findall(r'[#]\\\\w+',x))" + ] + }, + { + "cell_type": "code", + "execution_count": 51, + "id": "8771ecaf", + "metadata": {}, + "outputs": [], + "source": [ + "hashtags = list(set([item for sublist in hashtags for item in sublist]))" + ] + }, + { + "cell_type": "markdown", + "id": "3fdd71d8", + "metadata": {}, + "source": [ + "In the next steps, we will be removing URL's, punctuations, mentions, numbers, extra white spaces and normalizing by converting all letters to lowercase\n", + "\n" + ] + }, + { + "cell_type": "code", + "execution_count": 52, + "id": "f77b103a", + "metadata": {}, + "outputs": [], + "source": [ + "# Dictionary of contracted words\n", + "contractions = {\n", + "\"aren't\" : \"are not\",\n", + "\"can't\" : \"cannot\",\n", + "\"couldn't\" : \"could not\",\n", + "\"didn't\" : \"did not\",\n", + "\"doesn't\" : \"does not\",\n", + "\"don't\" : \"do not\",\n", + "\"hadn't\" : \"had not\",\n", + "\"hasn't\" : \"has not\",\n", + "\"haven't\" : \"have not\",\n", + "\"he'd\" : \"he would\",\n", + "\"he'll\" : \"he will\",\n", + "\"he's\" : \"he is\",\n", + "\"i'd\" : \"I would\",\n", + "\"i'd\" : \"I had\",\n", + "\"i'll\" : \"I will\",\n", + "\"i'm\" : \"I am\",\n", + "\"isn't\" : \"is not\",\n", + "\"it's\" : \"it is\",\n", + "\"it'll\":\"it will\",\n", + "\"i've\" : \"I have\",\n", + "\"let's\" : \"let us\",\n", + "\"mightn't\" : \"might not\",\n", + "\"mustn't\" : \"must not\",\n", + "\"shan't\" : \"shall not\",\n", + "\"she'd\" : \"she would\",\n", + "\"she'll\" : \"she will\",\n", + "\"she's\" : \"she is\",\n", + "\"shouldn't\" : \"should not\",\n", + "\"that's\" : \"that is\",\n", + "\"there's\" : \"there is\",\n", + "\"they'd\" : \"they would\",\n", + "\"they'll\" : \"they will\",\n", + "\"they're\" : \"they are\",\n", + "\"they've\" : \"they have\",\n", + "\"wasn't\": \"was not\",\n", + "\"we'd\" : \"we would\",\n", + "\"we're\" : \"we are\",\n", + "\"weren't\" : \"were not\",\n", + "\"we'll\":\"we will\",\n", + "\"we've\" : \"we have\",\n", + "\"what'll\" : \"what will\",\n", + "\"what're\" : \"what are\",\n", + "\"what's\" : \"what is\",\n", + "\"what've\" : \"what have\",\n", + "\"where's\" : \"where is\",\n", + "\"who'd\" : \"who would\",\n", + "\"who'll\" : \"who will\",\n", + "\"who's\" : \"who is\",\n", + "\"who've\" : \"who have\",\n", + "\"won't\" : \"will not\",\n", + "\"wouldn't\" : \"would not\",\n", + "\"you'd\" : \"you would\",\n", + "\"you'll\" : \"you will\",\n", + "\"you're\" : \"you are\",\n", + "\"you've\" : \"you have\",\n", + "\"'re\": \" are\",\n", + "}" + ] + }, + { + "cell_type": "code", + "execution_count": 53, + "id": "c64560ba", + "metadata": {}, + "outputs": [], + "source": [ + "# Replace contracted words with full words\n", + "df_train['message'] = [' '.join([contractions[w.lower()] if w.lower() in contractions.keys() else w for w in raw.split()]) \n", + " for raw in df_train['message']]\n" + ] + }, + { + "cell_type": "code", + "execution_count": 54, + "id": "1c7ae08a", + "metadata": {}, + "outputs": [], + "source": [ + "# Lower case all words to remove noise from Capital words. Capital words may be seen as different from lower case words\n", + "df_train['message'] = df_train['message'].str.lower()" + ] + }, + { + "cell_type": "code", + "execution_count": 55, + "id": "74d4beab", + "metadata": {}, + "outputs": [], + "source": [ + "# Fix all the bad unicode to allow better processing of the data\n", + "df_train['message'] = df_train['message'].apply(lambda x: fix_text(x))\n" + ] + }, + { + "cell_type": "code", + "execution_count": 56, + "id": "0d939881", + "metadata": {}, + "outputs": [], + "source": [ + "# Remove vurls with urls\n", + "df_train['message'] = df_train['message'].apply(lambda x: re.sub(r'https\\S+','url',x))\n", + "df_train['message'] = df_train['message'].apply(lambda x: re.sub(r'www\\S+', 'url',x))\n", + "# Replace emojis with their word meaning\n", + "df_train['message'] = df_train['message'].apply(lambda x: emoji.demojize(x))" + ] + }, + { + "cell_type": "code", + "execution_count": 57, + "id": "a58fec8c", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
\n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
sentimentmessage
tweetid
6252211polyscimajor epa chief does not think carbon d...
1261031it is not like we lack evidence of anthropogen...
6985622rt @rawstory: researchers say we have three ye...
5737361#todayinmaker# wired : 2016 was a pivotal year...
4669541rt @soynoviodetodas: it is 2016, and a racist,...
\n", + "
" + ], + "text/plain": [ + " sentiment message\n", + "tweetid \n", + "625221 1 polyscimajor epa chief does not think carbon d...\n", + "126103 1 it is not like we lack evidence of anthropogen...\n", + "698562 2 rt @rawstory: researchers say we have three ye...\n", + "573736 1 #todayinmaker# wired : 2016 was a pivotal year...\n", + "466954 1 rt @soynoviodetodas: it is 2016, and a racist,..." + ] + }, + "execution_count": 57, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df_train.head()" + ] + }, + { + "cell_type": "code", + "execution_count": 58, + "id": "6c250732", + "metadata": {}, + "outputs": [], + "source": [ + "# Replace shortened words with full words\n", + "short = {' BD ': ' Big Deal ',\n", + " ' abt ':' about ',\n", + " ' ab ': ' about ',\n", + " ' fav ': ' favourite ',\n", + " ' fab ': ' fabulous ',\n", + " ' smh ': ' shaking my head ',\n", + " ' u ': ' you ',\n", + " ' c ': ' see ',\n", + " ' anon ': ' anonymous ',\n", + " ' ac ': ' aircon ',\n", + " ' a/c ': ' aircon ',\n", + " ' yo ':' year old ',\n", + " ' n ':' and ',\n", + " ' nd ':' and ',\n", + " ' 2 ': ' to ',\n", + " ' w ': ' with ',\n", + " ' w/o ': ' without ',\n", + " ' r ': ' are ',\n", + " ' rip ':' rest in peace ',\n", + " ' 4 ' : ' for ',\n", + "' BF ': ' Boyfriend ',\n", + "' BRB ': ' Be Right Back ',\n", + "' BTW ': ' By The Way ',\n", + "' GF ': ' Girlfriend ',\n", + "' HBD ': ' Happy Birthday ',\n", + "' JK ': ' Just Kidding ',\n", + "' K ':' Okay ',\n", + "' LMK ': ' Let Me Know ',\n", + "' LOL ': ' Laugh Out Loud ',\n", + "' HA ':' laugh ',\n", + "' MYOB ': ' Mind Your Own Business ',\n", + "' NBD ': ' No Big Deal ',\n", + "' NVM ': ' Nevermind ',\n", + "' Obv ':' Obviously ',\n", + "' Obvi ':' Obviously ',\n", + "' OMG ': ' Oh My God ',\n", + "' Pls ': ' Please ',\n", + "' Plz ': ' Please ',\n", + "' Q ': ' Question ', \n", + "' QQ ': ' Quick Question ',\n", + "' RLY ': ' Really ',\n", + "' SRLSY ': ' Seriously ',\n", + "' TMI ': ' Too Much Information ',\n", + "' TY ': ' Thank You, ',\n", + "' TYVM ': ' Thank You Very Much ',\n", + "' YW ': ' You are Welcome ',\n", + "' FOMO ': ' Fear Of Missing Out ',\n", + "' FTFY ': ' Fixed This For You ',\n", + "' FTW ': ' For The Win ',\n", + "' FYA ': ' For Your Amusement ',\n", + "' FYE ': ' For Your Entertainment ',\n", + "' GTI ': ' Going Through It ',\n", + "' HTH ': ' Here to Help ',\n", + "' IRL ': ' In Real Life ',\n", + "' ICYMI ': ' In Case You Missed It ',\n", + "' ICYWW ': ' In Case You Were Wondering ',\n", + "' NBC ': ' Nobody Cares Though ',\n", + "' NTW ': ' Not To Worry ',\n", + "' OTD ': ' Of The Day ',\n", + "' OOTD ': ' Outfit Of The Day ',\n", + "' QOTD ': ' Quote of the Day ',\n", + "' FOTD ': ' Find Of the Day ',\n", + "' POIDH ': ' Pictures Or It Did ntt Happen ',\n", + "' YOLO ': ' You Only Live Once ',\n", + "' AFAIK ': ' As Far As I Know ',\n", + "' DGYF ': ' Dang Girl You Fine ',\n", + "' FWIW ': ' For What It is Worth ',\n", + "' IDC ': ' I Do not Care ',\n", + "' IDK ': ' I Do not Know ',\n", + "' IIRC ': ' If I Remember Correctly ',\n", + "' IMHO ': ' In My Honest Opinion ',\n", + "' IMO ': ' In My Opinion ',\n", + "' Jelly ': ' Jealous ',\n", + "' Jellz ': ' Jealous ',\n", + "' JSYK ': ' Just So You Know ',\n", + "' LMAO ': ' Laughing My Ass Off ',\n", + "' LMFAO ': ' Laughing My Fucking Ass Off ',\n", + "' NTS ': ' Note to Self ',\n", + "' ROFL ': ' Rolling On the Floor Laughing ',\n", + "' ROFLMAO ': ' Rolling On the Floor Laughing My Ass Off ',\n", + "' SMH ': ' Shaking My Head ',\n", + "' TBH ': ' To Be Honest ',\n", + "' TL;DR ': ' Too Long; Did not Read ',\n", + "' TLDR ': ' Too Long; Did not Read ',\n", + "' YGTR ': ' You Got That Right ',\n", + "' AYKMWTS ': ' Are You Kidding Me With This Shit ',\n", + "' BAMF ': ' Bad Ass Mother Fucker ',\n", + "' FFS ': ' For Fuck Sake ',\n", + "' FML ': ' Fuck My Life ',\n", + "' HYFR ': ' Hell Yeah Fucking Right ',\n", + "' IDGAF ': ' I Do not Give A Fuck ',\n", + "' NFW ': ' No Fucking Way ',\n", + "' PITA ': ' Pain In The Ass ',\n", + "' POS ': ' Piece of Shit ',\n", + "' SOL ': ' Shit Outta Luck ',\n", + "' STFU ': ' Shut the Fuck Up ',\n", + "' TF ': ' The Fuck ',\n", + "' WTF ': ' What The Fuck ',\n", + "' BFN ': ' Bye For Now ',\n", + "' CU ': ' See You ',\n", + "' IC ': ' I see ',\n", + "' CYL ': ' See You Later ',\n", + "' GTG ': ' Got to Go ',\n", + "' OMW ': ' On My Way ',\n", + "' RN ': ' Right Now ',\n", + "' TTYL ': ' Talk To You Later ',\n", + "' TYT ': ' Take Your time ',\n", + "' CC ': ' Carbon Copy ',\n", + "' CX ': ' Correction ',\n", + "' DM ': ' Direct Message ',\n", + "' FB ': ' Facebook ',\n", + "' FBF ': ' Flash-Back Friday ',\n", + "' FF ': ' Follow Friday ',\n", + "' HT ': ' Tipping my hat ',\n", + "' H/T ': ' Tipping my hat ',\n", + "' IG ': ' Instagram ',\n", + "' Insta ': ' Instagram ',\n", + "' MT ':' Modified Tweet ',\n", + "' OH ': ' Overheard ',\n", + "' PRT ': ' Partial Retweet ',\n", + "' RT ': ' Retweet ',\n", + "'rt ' : ' retweet ',\n", + "' SO ':' Shout Out ',\n", + "' S/O ': ' Shout Out ',\n", + "' TBT ': ' Throw-Back Thursday ',\n", + "' AWOL ': ' Away While Online ',\n", + "' BFF ': ' Best Friend Forever ',\n", + "' NSFW ': ' Not Safe For Work ',\n", + "' OG ': ' Original Gangster ',\n", + "' PSA ': ' Public Service Announcement ',\n", + "' PDA ': ' Public Display of Affection '}\n", + "\n", + "short = dict((key.lower(), value.lower()) for key,value in short.items())" + ] + }, + { + "cell_type": "code", + "execution_count": 59, + "id": "5710e4ff", + "metadata": {}, + "outputs": [], + "source": [ + "# Replacing shortened words with full alternative words\n", + "for word in short.keys():\n", + " df_train['message'] = df_train['message'].apply(lambda x: re.sub(word,short[word],x))" + ] + }, + { + "cell_type": "code", + "execution_count": 60, + "id": "10f4ae9a", + "metadata": {}, + "outputs": [], + "source": [ + "# Remove twitter non news related handles and @ symbol\n", + "df_train['message'] = df_train['message'].apply(lambda x: re.sub(r'@', '', ' '.join([y for y in x.split() if y not in \n", + " [z for z in re.findall(r'@[\\w]*',x) \n", + " if z not in news]])))" + ] + }, + { + "cell_type": "code", + "execution_count": 61, + "id": "b783ee70", + "metadata": {}, + "outputs": [], + "source": [ + "# Add sentiment\n", + "df_train['message'] = df_train['message'].apply(lambda x: x + ' ' + sentiment_score(x)) " + ] + }, + { + "cell_type": "code", + "execution_count": 62, + "id": "8df64242", + "metadata": {}, + "outputs": [], + "source": [ + "# Remove punctuations\n", + "df_train['message'] = df_train['message'].apply(lambda x: re.sub(r\"[^A-Za-z ]*\",'',x))" + ] + }, + { + "cell_type": "code", + "execution_count": 63, + "id": "be59a621", + "metadata": {}, + "outputs": [], + "source": [ + "# Remove repeated vowels \n", + "df_train['message'] = df_train['message'].apply(lambda x: re.sub(r'([aeiou])\\1+', r'\\1\\1', x))" + ] + }, + { + "cell_type": "code", + "execution_count": 64, + "id": "04eabd79", + "metadata": {}, + "outputs": [], + "source": [ + "# Replace slang words\n", + "df_train['message'] = df_train['message'].apply(lambda x: re.sub(r' ha([ha]) *', r'laugh', x))\n", + "df_train['message'] = df_train['message'].apply(lambda x: re.sub(r' he([he]) *', r'laugh', x))\n", + "df_train['message'] = df_train['message'].apply(lambda x: re.sub(r' lol([ol]) *', r'laugh', x))\n", + "df_train['message'] = df_train['message'].apply(lambda x: re.sub(r' lo([o])*l ', r'laugh', x))" + ] + }, + { + "cell_type": "markdown", + "id": "efea7678", + "metadata": {}, + "source": [ + "## Cleaning data\n", + "\n", + "For all the prepocessing done above, here is the function to do all of that" + ] + }, + { + "cell_type": "code", + "execution_count": 65, + "id": "d69f7519", + "metadata": {}, + "outputs": [], + "source": [ + "def clean(raw):\n", + " \n", + " # Convert to lowercase\n", + " raw = raw.lower()\n", + " \n", + " # Fix strange characters\n", + " raw = fix_text(raw)\n", + " \n", + " # Removing urls\n", + " raw = re.sub(r'https\\S+','url',raw)\n", + " raw = re.sub(r'www\\S+', 'url',raw)\n", + " \n", + " # Replace emojis with their word meaning\n", + " raw = emoji.demojize(raw)\n", + "\n", + " # Remove twitter non news related handles\n", + " raw = ' '.join([y for y in raw.split() if y not in [x for x in re.findall(r'@[\\w]*',raw) if x not in news]])\n", + " \n", + " # Add sentiment\n", + " raw = raw + ' ' + sentiment_score(raw)\n", + " \n", + " # Remove punctuation\n", + " raw = re.sub(r\"[^A-Za-z ]*\",'',raw)\n", + " \n", + " # Remove repeated vowels \n", + " raw = re.sub(r'([aeiou])\\1+', r'\\1\\1', raw)\n", + " \n", + " # Replace slang words'\n", + " raw = re.sub(r' ha([ha]) *', r'laugh', raw)\n", + " raw = re.sub(r' he([he]) *', r'laugh', raw)\n", + " raw = re.sub(r' lol([ol]) *', r'laugh', raw)\n", + " raw = re.sub(r' lo([o])*l ', r'laugh', raw)\n", + " \n", + " return raw" + ] + }, + { + "cell_type": "code", + "execution_count": 66, + "id": "ddbadb54", + "metadata": {}, + "outputs": [], + "source": [ + "# Replace contracted words with full word\n", + "df_test['message'] = [' '.join([contractions[w.lower()] if w.lower() in contractions.keys() else w for w in raw.split()]) \n", + " for raw in df_test['message']]" + ] + }, + { + "cell_type": "code", + "execution_count": 67, + "id": "2a7129af", + "metadata": {}, + "outputs": [], + "source": [ + "# Replacing shortened words with full words\n", + "for word in short.keys():\n", + " df_test['message'] = df_test['message'].apply(lambda x: re.sub(word,short[word],x))" + ] + }, + { + "cell_type": "code", + "execution_count": 68, + "id": "b7b4ab23", + "metadata": {}, + "outputs": [], + "source": [ + "# Apply cleaning function\n", + "df_test['message'] = df_test['message'].apply(lambda x: clean(x))" + ] + }, + { + "cell_type": "code", + "execution_count": 69, + "id": "60db6c8e", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "0.0\n" + ] + } + ], + "source": [ + "#Checking percentage of misspelled words in the data.\n", + "spell = SpellChecker() \n", + "# check for misspelled words\n", + "misspelled = df_train['message'].apply(lambda x: spell.unknown(x))\n", + "print(misspelled.isnull().mean())" + ] + }, + { + "cell_type": "markdown", + "id": "91b14241", + "metadata": {}, + "source": [ + "## Lemmatization" + ] + }, + { + "cell_type": "code", + "execution_count": 70, + "id": "5d587d63", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
\n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
sentimentmessagelengthtokenizedpos_tagslemmatized
tweetid
625221ProPolySciMajor EPA chief doesn't think carbon di...140[PolySciMajor, EPA, chief, does, n't, think, c...[(PolySciMajor, n), (EPA, n), (chief, n), (doe...PolySciMajor EPA chief do n't think carbon dio...
126103ProIt's not like we lack evidence of anthropogeni...62[It, 's, not, like, we, lack, evidence, of, an...[(It, n), ('s, v), (not, r), (like, n), (we, n...It 's not like we lack evidence of anthropogen...
698562NewsRT @RawStory: Researchers say we have three ye...140[RT, @, RawStory, :, Researchers, say, we, hav...[(RT, n), (@, n), (RawStory, n), (:, n), (Rese...RT @ RawStory : Researchers say we have three ...
573736Pro#TodayinMaker# WIRED : 2016 was a pivotal year...99[#, TodayinMaker, #, WIRED, :, 2016, was, a, p...[(#, n), (TodayinMaker, n), (#, n), (WIRED, n)...# TodayinMaker # WIRED : 2016 be a pivotal yea...
466954ProRT @SoyNovioDeTodas: It's 2016, and a racist, ...122[RT, @, SoyNovioDeTodas, :, It, 's, 2016, ,, a...[(RT, n), (@, n), (SoyNovioDeTodas, n), (:, n)...RT @ SoyNovioDeTodas : It 's 2016 , and a raci...
\n", + "
" + ], + "text/plain": [ + " sentiment message length \\\n", + "tweetid \n", + "625221 Pro PolySciMajor EPA chief doesn't think carbon di... 140 \n", + "126103 Pro It's not like we lack evidence of anthropogeni... 62 \n", + "698562 News RT @RawStory: Researchers say we have three ye... 140 \n", + "573736 Pro #TodayinMaker# WIRED : 2016 was a pivotal year... 99 \n", + "466954 Pro RT @SoyNovioDeTodas: It's 2016, and a racist, ... 122 \n", + "\n", + " tokenized \\\n", + "tweetid \n", + "625221 [PolySciMajor, EPA, chief, does, n't, think, c... \n", + "126103 [It, 's, not, like, we, lack, evidence, of, an... \n", + "698562 [RT, @, RawStory, :, Researchers, say, we, hav... \n", + "573736 [#, TodayinMaker, #, WIRED, :, 2016, was, a, p... \n", + "466954 [RT, @, SoyNovioDeTodas, :, It, 's, 2016, ,, a... \n", + "\n", + " pos_tags \\\n", + "tweetid \n", + "625221 [(PolySciMajor, n), (EPA, n), (chief, n), (doe... \n", + "126103 [(It, n), ('s, v), (not, r), (like, n), (we, n... \n", + "698562 [(RT, n), (@, n), (RawStory, n), (:, n), (Rese... \n", + "573736 [(#, n), (TodayinMaker, n), (#, n), (WIRED, n)... \n", + "466954 [(RT, n), (@, n), (SoyNovioDeTodas, n), (:, n)... \n", + "\n", + " lemmatized \n", + "tweetid \n", + "625221 PolySciMajor EPA chief do n't think carbon dio... \n", + "126103 It 's not like we lack evidence of anthropogen... \n", + "698562 RT @ RawStory : Researchers say we have three ... \n", + "573736 # TodayinMaker # WIRED : 2016 be a pivotal yea... \n", + "466954 RT @ SoyNovioDeTodas : It 's 2016 , and a raci... " + ] + }, + "execution_count": 70, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "def lemma(df):\n", + " \n", + " \"\"\"\n", + " This function modifies the original train dataframe.\n", + " A new column for the length of each tweet is added.\n", + " The tweets are then tokenized and each word is assigned a part of speech tag \n", + " before being lemmatized\n", + " \n", + " Input:\n", + " df: original dataframe\n", + " datatype: dataframe \n", + " \n", + " Output:\n", + " df: modified dataframe\n", + " datatype: dataframe\n", + " \"\"\"\n", + " \n", + " df['length'] = df['message'].str.len()\n", + " df['tokenized'] = df['message'].apply(word_tokenize)\n", + " df['pos_tags'] = df['tokenized'].apply(nltk.tag.pos_tag)\n", + "\n", + " def get_wordnet_pos(tag):\n", + "\n", + " if tag.startswith('J'):\n", + " return wordnet.ADJ\n", + "\n", + " elif tag.startswith('V'):\n", + " return wordnet.VERB\n", + "\n", + " elif tag.startswith('N'):\n", + " return wordnet.NOUN\n", + "\n", + " elif tag.startswith('R'):\n", + " return wordnet.ADV\n", + " \n", + " else:\n", + " return wordnet.NOUN\n", + " \n", + " wnl = WordNetLemmatizer()\n", + " df['pos_tags'] = df['pos_tags'].apply(lambda x: [(word, get_wordnet_pos(pos_tag)) for (word, pos_tag) in x])\n", + " df['lemmatized'] = df['pos_tags'].apply(lambda x: [wnl.lemmatize(word, tag) for word, tag in x])\n", + " df['lemmatized'] = [' '.join(map(str, l)) for l in df['lemmatized']] \n", + " return df\n", + "\n", + "df = lemma(df)\n", + "df.head()" + ] + }, + { + "cell_type": "markdown", + "id": "4f291135", + "metadata": {}, + "source": [ + "## Word Frequency\n", + "Extract and count top most frequently used words in the dataset." + ] + }, + { + "cell_type": "code", + "execution_count": 71, + "id": "e893c8d6", + "metadata": {}, + "outputs": [], + "source": [ + "def frequency(tweet):\n", + " \n", + " \n", + " # Count vectorizer excluding english stopwords\n", + " cv = CountVectorizer(stop_words='english')\n", + " words = cv.fit_transform(tweet)\n", + " \n", + " # Count the words in the tweets and determine the frequency of each word\n", + " sum_words = words.sum(axis=0)\n", + " words_freq = [(word, sum_words[0, i]) for word, i in cv.vocabulary_.items()]\n", + " words_freq = sorted(words_freq, key=lambda x: x[1], reverse=True)\n", + " \n", + " # Create a dataframe to store the top 25 words and their frequencies\n", + " frequency = pd.DataFrame(words_freq, columns=['word', 'frequency'])\n", + " frequency = frequency.head(25)\n", + " \n", + " return frequency\n", + "\n", + "# Extract the top 25 words in each class\n", + "pro_frequency = frequency(df['lemmatized'][df['sentiment']=='Pro'])\n", + "anti_frequency = frequency(df['lemmatized'][df['sentiment']=='Anti'])\n", + "news_frequency = frequency(df['lemmatized'][df['sentiment']=='News'])\n", + "neutral_frequency = frequency(df['lemmatized'][df['sentiment']=='Neutral'])" + ] + }, + { + "cell_type": "code", + "execution_count": 72, + "id": "50ddc6b1", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
\n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
wordfrequency
20make316
21husband312
22stephenschlegel307
23sjofonã307
24epa290
\n", + "
" + ], + "text/plain": [ + " word frequency\n", + "20 make 316\n", + "21 husband 312\n", + "22 stephenschlegel 307\n", + "23 sjofonã 307\n", + "24 epa 290" + ] + }, + "execution_count": 72, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# Extract the words in the tweets for the pro and anti climate change classes \n", + "anti_words = ' '.join([text for text in anti_frequency['word']])\n", + "pro_words = ' '.join([text for text in pro_frequency['word']])\n", + "news_words = ' '.join([text for text in news_frequency['word']])\n", + "neutral_words = ' '.join([text for text in neutral_frequency['word']])\n", + "\n", + "# Create wordcloud for the anti climate change class\n", + "anti_wordcloud = WordCloud(width=800, \n", + " height=500, \n", + " random_state=110, \n", + " max_font_size=110, \n", + " background_color='white',\n", + " colormap=\"Reds\").generate(anti_words)\n", + "\n", + "# Create wordcolud for the pro climate change class\n", + "pro_wordcloud = WordCloud(width=800, \n", + " height=500, \n", + " random_state=73, \n", + " max_font_size=110, \n", + " background_color='white',\n", + " colormap=\"Greens\").generate(pro_words)\n", + "\n", + "# Create wordcolud for the news climate change class\n", + "news_wordcloud = WordCloud(width=800, \n", + " height=500, \n", + " random_state=0, \n", + " max_font_size=110, \n", + " background_color='white',\n", + " colormap=\"Blues\").generate(news_words)\n", + "\n", + "# Create wordcolud for the neutral climate change class\n", + "neutral_wordcloud = WordCloud(width=800, \n", + " height=500, \n", + " random_state=10, \n", + " max_font_size=110, \n", + " background_color='white',\n", + " colormap=\"Oranges\").generate(neutral_words)\n", + "\n", + "pro_frequency.tail()" + ] + }, + { + "cell_type": "markdown", + "id": "60179620", + "metadata": {}, + "source": [ + "## EDA" + ] + }, + { + "cell_type": "code", + "execution_count": 73, + "id": "9ceb6c9f", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "sentiment 0\n", + "message 0\n", + "length 0\n", + "tokenized 0\n", + "pos_tags 0\n", + "lemmatized 0\n", + "dtype: int64" + ] + }, + "execution_count": 73, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# Checking for Missing Values\n", + "df.isnull().sum()" + ] + }, + { + "cell_type": "code", + "execution_count": 74, + "id": "606c8838", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Percentage of duplicated tweets in train data:\n", + "10.05 %\n" + ] + } + ], + "source": [ + "# check for duplicates\n", + "dup_tweets = round((1-(df['message'].nunique()/len(df['message'])))*100,2)\n", + "print('Percentage of duplicated tweets in train data:')\n", + "print(dup_tweets,'%')" + ] + }, + { + "cell_type": "code", + "execution_count": 75, + "id": "1310e514", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Number of tweets per sentiment class\n" + ] + }, + { + "data": { + "text/plain": [ + "sentiment\n", + "Pro 8530\n", + "News 3640\n", + "Neutral 2353\n", + "Anti 1296\n", + "Name: count, dtype: int64" + ] + }, + "execution_count": 75, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# Target variable analysis\n", + "print('Number of tweets per sentiment class')\n", + "df['sentiment'].replace({-1: 'Anti',0:'Neutral',1:'Pro',2:'News'}).value_counts()" + ] + }, + { + "cell_type": "code", + "execution_count": 76, + "id": "195aeee5", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "iVBORw0KGgoAAAANSUhEUgAABFkAAAMCCAYAAACycxmEAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMiwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy8qNh9FAAAACXBIWXMAAA9hAAAPYQGoP6dpAACLPUlEQVR4nOzdf1zV9f3///s5BxAO4A8QSs1UFLFsziR/5FLURlLTrVkpri2XM7e0bE5zrh/mwmpOW6uZ+SlbpmlhZStMU1T8sbeTMp2aWYo/QjH5JZKACJxzvn/4PWecQMXjCzgvuV0vFy/i8/V4vV7Pcy48Fe/n9Xw+LS6XyyUAAAAAAABcFmtjdwAAAAAAAOBKQMgCAAAAAABgAEIWAAAAAAAAAxCyAAAAAAAAGICQBQAAAAAAwACELAAAAAAAAAYgZAEAAAAAADAAIQsAAAAAAIABCFkAAAAAAAAMENDYHcDlcblccjpdjd0NmIDNdi5TdTicjdwTAHXBmAXMh3ELmAtjFpfCarXIYrFctI6QxeScTpdOnixt7G7Az1mtFkVGhkmSTp0qI5gD/BxjFjAfxi1gLoxZXKqIiFDZbBcPWZguBAAAAAAAYABCFgAAAAAAAAMQsgAAAAAAABiAkAUAAAAAAMAAhCwAAAAAAAAGIGQBAAAAAAAwACELAAAAAACAAQhZAAAAAAAADEDIAgAAAAAAYABCFgAAAAAAAAMQsgAAAAAAABiAkAUAAAAAAMAAhCwAAAAAAAAGIGQBAAAAAAAwACELAAAAAACAAQhZAAAAAAAADEDIAgAAAAAAYABCFgAAAAAAAAMQsgAAAAAAABiAkAUAAAAAAMAAhCwAAAAAAAAGIGQBAAAAAAAwACELAAAAAACAAQhZAAAAAAAADEDIAgAAAAAAYABCFgAAAAAAAAMQsgAAAAAAABiAkAUAAAAAAMAAhCwAAAAAAAAGIGQBAAAAAAAwQEBjdwBNjy04RJUuS2N3o0lxSSosO/e1IzBErkbtTdMUaHHJUX6msbsBAAAAoB4RsqDBVbosWr7X1tjdaMJ47xvDyO4OHh0EAAAArnD8zA8AAAAAAGAAQhYAAAAAAAADELIAAAAAAAAYgJAFAAAAAADAAIQsAAAAAAAABiBkAQAAAAAAMAAhCwAAAAAAgAEIWQAAAAAAAAxAyAIAAAAAAGAAQhYAAAAAAAADELIAAAAAAAAYgJAFAAAAAADAAIQsAAAAAAAABiBkAQAAAAAAMAAhCwAAAAAAgAEIWQAAAAAAAAxAyAIAAAAAAGAAQhYAAAAAAAADELIAAAAAAAAYgJAFAAAAAADAAIQsAAAAAAAABiBkAQAAAAAAMAAhCwAAAAAAgAEIWQAAAAAAAAxAyAIAAAAAAGAAQhYAAAAAAAADELIAAAAAAAAYgJAFAAAAAADAAIQsAAAAAAAABiBkAQAAAAAAMEBAY3egrlatWqXFixfr66+/VlVVla699lr95Cc/0bhx4xQUFORVW1BQoPnz52vLli3Kzc1VVFSUkpKSNGHCBIWGhta4ttPp1IoVK7Rs2TIdOXJEgYGBio+P18SJE9W9e/da+7Nv3z7NmzdPu3btUklJiTp27KhRo0YpOTlZFoulXt4DAAAAAADgvywul8vV2J24mOeff16vvvqqAgMDddNNNyk4OFg7duxQcXGxbrzxRr355ptq1qyZJCkvL0/JycnKyclR165d1alTJ+3Zs0fHjx9XXFycli1bprCwMK/rz5gxQ6mpqWrRooX69OmjgoIC7dy5U4GBgXr11VfVv39/r/rMzEyNGzdOlZWV6t27t8LDw7Vt2zaVlpZqxIgReu655xrsvXE4nDp5srTB7mcEZzO7lu+1NXY3gAY1srtD1rNljd0NmITValFk5Ll/qwoLS+R0+v0/1UCTx7gFzIUxi0sVEREqm+3ik4H8/kmW/fv367XXXlPLli311ltvKTY2VpJ06tQp/eY3v9HOnTu1ZMkSjRs3TpI0a9Ys5eTkaPz48ZoyZYokqaKiQtOmTdPq1as1b948TZ8+3XP9jIwMpaamKjY2VosXL1ZERIQkac2aNZo8ebKmT5+u9PR0T4hTUVGhqVOnqqqqSgsWLNCgQYMknQt3xowZoxUrVigxMVFDhgxpqLcIAAAAAAD4Ab9fk+X//u//5HK5dPvtt3sCFklq2bKlJ1j59NNPJUnZ2dlKT09XmzZtNGnSJE9tUFCQUlJSFBoaqtTUVJWXl3uOvf7665KkadOmeQIWSRo6dKiGDx+u3NxcrV692tOelpamvLw8JSUleQIWSYqOjtZTTz0lSVq0aJFxbwAAAAAAADAFvw9Z3OubnDhxosaxwsJCSVKLFi0kSZs3b5bT6VRCQoICAwO9asPDw9WvXz+VlZUpMzNTklRSUqLPP/9cdru9xpQgSUpMTJQkbdy40dO2adMmr2PV9enTRy1atND27dtVWmquKTwAAAAAAODy+H3IMmDAAFksFmVkZOill15Sfn6+SkpKtGrVKv39739XUFCQfvnLX0o6N7VIkrp27Vrrtbp06eJVl5WVJafTqZiYGAUE1Jw51blzZ6/66l9Xf6rGzWq1KiYmRg6HQwcPHvT1JQMAAAAAABPy+zVZOnfurJSUFD377LN6+eWX9fLLL3uOxcbG6tlnn1WPHj0kSfn5+ZKkqKioWq/lbi8oKPCp/lLOcdc1BKvVXLsZsaQUmiKLzDdW0Xiqf6/wfQOYA+MWMBfGLOqL34csknTTTTfplltu0ebNm9WjRw8FBQVp9+7dysrK0ptvvqlnn31WzZo1U1nZuZ07goODa72Ou91d557SExISUqf66l+f7xz3ArnVz6lPNpvVsyq2WRSywQqaIFuATZHNzTVW4R9atQpt7C4AuESMW8BcGLMwkt+HLLt379b999+v1q1b68MPP1THjh0lSUVFRZo6dapWrlwpi8WiuXPnymY7ty2wex2X73PvVu3+/WL13z/PfY7T6azzPQAAAAAAQNPg9yHLs88+q5KSEr3yyiuegEWSWrVqpTlz5mjo0KH6+OOP9fvf/152u12SdPbs2Vqv5W53P4Xirq++21B17vbqT63Y7XYVFxervLxcQUFBNc6pqKjwunZ9czicOnXKXI+GOAJDJNkauxtAg3JUOVRYeKaxuwGTsFotnk/ViopK5XQS3AP+jnELmAtjFpeqZUu7bLaLL2vr1yHL2bNn9d///lfBwcG66aabahyPiIhQjx499O9//1tff/21oqOjJZ1/PZTvr6firq++5sqF6t3nFBcXKz8/X82bN6/TOfXNbH8hmKu3gDFcMt9YhX9wOl187wAmw7gFzIUxCyP59e5C3333nVwul6xWq6zW2rvqnvJTVVXl2VXofDv7HDhwQJIUFxcn6dxuQ1arVYcOHZLT6axRn5WVJcl7t6IL3cPpdOrQoUOy2WyenYkAAAAAAEDT4NchS2RkpFq2bKmysjJ99tlnNY6XlJRo9+7dkqRu3bppwIABkqSMjAw5HA6v2tOnTyszM1N2u13x8fGSzk0D6t27t+fY96Wnp0uSEhISPG0DBw6UJK1bt65GfWZmpoqLixUfH6+wMBa4BAAAAACgKfHrkMVqteqee+6RJM2YMUM5OTmeYyUlJZo+fbqKioqUkJCgDh06qF27dho8eLCOHTumOXPmeBafraio0IwZM1RaWqrk5GSvAOTee++VJKWkpHhNM1q7dq1Wrlyp6OhoDRs2zNOemJioqKgorVy5UmvXrvW05+fnKyUlRZI0duzYeng3AAAAAACAP7O4/HwbnIqKCo0fP17/+c9/FBgYqD59+iggIEC7d+9WUVGRYmJitGTJErVu3VqSlJOTo+TkZOXl5SkmJkaxsbHas2ePjh8/ru7du2vJkiUKDfXeomvq1KlKS0tTWFiY+vXrp6KiIu3YsUOBgYFauHCh+vbt61W/adMmTZw4UVVVVerVq5datWqlbdu2qaSkRKNGjdLTTz/dYO+Pw+HUyZOlDXY/Izib2bV8LwvfomkZ2d0h61lzLVKNxmO1WhQZee4DgcLCEuaJAybAuAXMhTGLSxUREVqnhW/9PmSRzq23kpqaqg8++EAHDx5UVVWV2rdvr6FDh+o3v/lNjak5ubm5+sc//qGNGzequLhYbdu2VVJSkh544IFap/E4HA4tW7ZMy5cv1zfffKPmzZurR48eevjhh3XdddfV2qddu3bp5Zdf1s6dO1VVVaVOnTpp9OjRuuuuu867fkx9IGQBzIGQBZeCH/wA82HcAubCmMWluqJCFpwfIQtgDoQsuBT84AeYD+MWMBfGLC5VXUMWv16TBQAAAAAAwCwIWQAAAAAAAAxAyAIAAAAAAGAAQhYAAAAAAAADELIAAAAAAAAYgJAFAAAAAADAAIQsAAAAAAAABiBkAQAAAAAAMAAhCwAAAAAAgAEIWQAAAAAAAAxAyAIAAAAAAGAAQhYAAAAAAAADELIAAAAAAAAYgJAFAAAAAADAAIQsAAAAAAAABiBkAQAAAAAAMAAhCwAAAAAAgAEIWQAAAAAAAAxAyAIAAAAAAGAAQhYAAAAAAAADELIAAAAAAAAYgJAFAAAAAADAAIQsAAAAAAAABiBkAQAAAAAAMAAhCwAAAAAAgAEIWQAAAAAAAAxAyAIAAAAAAGAAQhYAAAAAAAADELIAAAAAAAAYgJAFAAAAAADAAIQsAAAAAAAABiBkAQAAAAAAMAAhCwAAAAAAgAEIWQAAAAAAAAxAyAIAAAAAAGAAQhYAAAAAAAADELIAAAAAAAAYgJAFAAAAAADAAIQsAAAAAAAABiBkAQAAAAAAMAAhCwAAAAAAgAEIWQAAAAAAAAxAyAIAAAAAAGAAQhYAAAAAAAADELIAAAAAAAAYgJAFAAAAAADAAIQsAAAAAAAABiBkAQAAAAAAMAAhCwAAAAAAgAEIWQAAAAAAAAxAyAIAAAAAAGAAQhYAAAAAAAADELIAAAAAAAAYgJAFAAAAAADAAIQsAAAAAAAABiBkAQAAAAAAMAAhCwAAAAAAgAEIWQAAAAAAAAxAyAIAAAAAAGCAgMbuwMXExcXVqW7x4sXq27ev588FBQWaP3++tmzZotzcXEVFRSkpKUkTJkxQaGhojfOdTqdWrFihZcuW6ciRIwoMDFR8fLwmTpyo7t2713rPffv2ad68edq1a5dKSkrUsWNHjRo1SsnJybJYLL69YAAAAAAAYEp+H7IMHz78vMeOHj2q//73vwoLC1P79u097Xl5eUpOTlZOTo66du2qQYMGac+ePVq4cKG2bNmiZcuWKSwszOtaM2fOVGpqqlq0aKH+/furoKBA69ev1+bNm/Xqq6+qf//+XvWZmZkaN26cKisr1bt3b4WHh2vbtm2aOXOmdu/ereeee87YNwIAAAAAAPg1vw9Z5s6dW2t7WVmZ7rrrLknSX//6V7Vt29ZzbNasWcrJydH48eM1ZcoUSVJFRYWmTZum1atXa968eZo+fbqnPiMjQ6mpqYqNjdXixYsVEREhSVqzZo0mT56s6dOnKz09Xc2aNfNca+rUqaqqqtKCBQs0aNAgSefCnTFjxmjFihVKTEzUkCFDDH8/AAAAAACAfzLtmizPPvusDh06pFGjRunWW2/1tGdnZys9PV1t2rTRpEmTPO1BQUFKSUlRaGioUlNTVV5e7jn2+uuvS5KmTZvmCVgkaejQoRo+fLhyc3O1evVqT3taWpry8vKUlJTkCVgkKTo6Wk899ZQkadGiRUa/ZAAAAAAA4MdMGbLs3r1b7733niIjI/Xoo496Hdu8ebOcTqcSEhIUGBjodSw8PFz9+vVTWVmZMjMzJUklJSX6/PPPZbfba0wJkqTExERJ0saNGz1tmzZt8jpWXZ8+fdSiRQtt375dpaWll/U6AQAAAACAeZgyZHn22Wflcrn0yCOPKDw83OvY/v37JUldu3at9dwuXbp41WVlZcnpdComJkYBATVnT3Xu3NmrvvrXsbGxNeqtVqtiYmLkcDh08ODBS31pAAAAAADApPx+TZbv27Rpk3bu3Kk2bdpoxIgRNY7n5+dLkqKiomo9391eUFDgU/2lnOOuq29Wq7l2MnI1dgeARmCR+cYqGk/17xW+bwBzYNwC5sKYRX0xXcjiXuvk/vvvrzEdSDq3IK4kBQcH13q+u91d557SExISUqf66l+f7xz3ArnVz6kvNptVkZFhFy/0I4X1/7YAfscWYFNkc3ONVfiHVq1CG7sLAC4R4xYwF8YsjGSq6UJZWVnaunWrmjdvrnvuuafWGpvNJkmyWGpPI10ul9fvF6v//nm+3AMAAAAAAFz5TPUky6pVqyRJP/7xj2W322utcbefPXu21uPudvdTKO766rsNVedur/7Uit1uV3FxscrLyxUUFFTjnIqKCq9r1yeHw6lTp8z1aIgjMESSrbG7ATQoR5VDhYVnGrsbMAmr1eL5VK2oqFROJ6E94O8Yt4C5MGZxqVq2tMtmu/hzKqYKWdLT0yVJd9xxx3lroqOjJZ1/PZTvr6firq++5sqF6t3nFBcXKz8/X82bN6/TOfXJbH8hmKu3gDFcMt9YhX9wOl187wAmw7gFzIUxCyOZZrrQt99+q/379ys8PFw333zzeevcuwqdb2efAwcOSJLi4uIkndttyGq16tChQ3I6nTXqs7KyvK57sXs4nU4dOnRINpvNszMRAAAAAAC48pkmZNm1a5ckqUePHrVutew2YMAASVJGRoYcDofXsdOnTyszM1N2u13x8fGSzk0D6t27t+fY97mfnklISPC0DRw4UJK0bt26GvWZmZkqLi5WfHy8wsJY5BIAAAAAgKbCNCHLF198IUn6wQ9+cMG6du3aafDgwTp27JjmzJnjWXy2oqJCM2bMUGlpqZKTk70CkHvvvVeSlJKS4jXNaO3atVq5cqWio6M1bNgwT3tiYqKioqK0cuVKrV271tOen5+vlJQUSdLYsWMv8xUDAAAAAAAzMc2aLMeOHZMktW/f/qK1Tz75pPbu3as33nhDmzZtUmxsrPbs2aPjx4+re/fueuihh7zqhw4dquHDhystLU1JSUnq16+fioqKtGPHDgUGBmru3LleC9yGhobqmWee0cSJEzVp0iT16tVLrVq10rZt21RSUqJRo0Zp8ODBxr4BAAAAAADAr5nmSZaTJ09Kkq6++uqL1rZr107vvfee7rnnHp0+fVoZGRkKCgrS7373Oy1evFihoTX3QZ89e7aeeOIJtW3bVlu2bFF2draGDBmi5cuXq2/fvjXqExIStHTpUg0cOFAHDhzQ1q1b1aFDB82aNUszZ8687NcLAAAAAADMxeJyz6eBKTkcTp08WdrY3bgkzmZ2Ld/LFs5oWkZ2d8h61lzbraPxWK0WRUaem9ZaWFjCjgeACTBuAXNhzOJSRUSE1mkLZ9M8yQIAAAAAAODPCFkAAAAAAAAMQMgCAAAAAABgAEIWAAAAAAAAAxCyAAAAAAAAGICQBQAAAAAAwACELAAAAAAAAAYgZAEAAAAAADAAIQsAAAAAAIABCFkAAAAAAAAMQMgCAAAAAABgAEIWAAAAAAAAAxCyAAAAAAAAGICQBQAAAAAAwACELAAAAAAAAAYgZAEAAAAAADAAIQsAAAAAAIABCFkAAAAAAAAMQMgCAAAAAABgAEIWAAAAAAAAAxCyAAAAAAAAGICQBQAAAAAAwACELAAAAAAAAAYgZAEAAAAAADAAIQsAAAAAAIABCFkAAAAAAAAMQMgCAAAAAABgAEIWAAAAAAAAAxCyAAAAAAAAGICQBQAAAAAAwACELAAAAAAAAAYgZAEAAAAAADAAIQsAAAAAAIABCFkAAAAAAAAMQMgCAAAAAABgAEIWAAAAAAAAAxCyAAAAAAAAGICQBQAAAAAAwACELAAAAAAAAAYgZAEAAAAAADAAIQsAAAAAAIABCFkAAAAAAAAMQMgCAAAAAABgAEIWAAAAAAAAAxCyAAAAAAAAGICQBQAAAAAAwACELAAAAAAAAAYgZAEAAAAAADAAIQsAAAAAAIABCFkAAAAAAAAMQMgCAAAAAABgAEIWAAAAAAAAAxCyAAAAAAAAGICQBQAAAAAAwACELAAAAAAAAAYgZAEAAAAAADAAIQsAAAAAAIABCFkAAAAAAAAMQMgCAAAAAABggIDG7kBd5ebmav78+dq8ebPy8/PVokUL3XzzzZo0aZKuvfZar9qCggLNnz9fW7ZsUW5urqKiopSUlKQJEyYoNDS0xrWdTqdWrFihZcuW6ciRIwoMDFR8fLwmTpyo7t2719qfffv2ad68edq1a5dKSkrUsWNHjRo1SsnJybJYLPXyHgAAAAAAAP9lcblcrsbuxMV89dVXGjNmjE6dOqXOnTsrJiZGX3/9tbKzs9WqVSu9//77ateunSQpLy9PycnJysnJUdeuXdWpUyft2bNHx48fV1xcnJYtW6awsDCv68+YMUOpqalq0aKF+vTpo4KCAu3cuVOBgYF69dVX1b9/f6/6zMxMjRs3TpWVlerdu7fCw8O1bds2lZaWasSIEXruueca7L1xOJw6ebK0we5nBGczu5bvtTV2N4AGNbK7Q9azZY3dDZiE1WpRZOS5f6sKC0vkdPr9P9VAk8e4BcyFMYtLFRERKpvt4pOB/H66UEVFhf7whz/o1KlTmjJlilatWqV58+bpk08+0a9+9SsVFRVp1qxZnvpZs2YpJydH48ePV1paml566SWtWbNGt99+u77++mvNmzfP6/oZGRlKTU1VbGysPvnkE82bN0/vvPOOXnrpJTmdTk2fPl1nz5716s/UqVNVVVWlBQsWaMmSJZo/f74++eQTxcTEaMWKFdqwYUODvT8AAAAAAMA/+H3IsmbNGh08eFCJiYkaP368p91ms2nKlClq166dTpw4IYfDoezsbKWnp6tNmzaaNGmSpzYoKEgpKSkKDQ1VamqqysvLPcdef/11SdK0adMUERHhaR86dKiGDx+u3NxcrV692tOelpamvLw8JSUladCgQZ726OhoPfXUU5KkRYsWGf02AAAAAAAAP2eKkEWSfv3rX9c4FhISog0bNuiDDz6QzWbT5s2b5XQ6lZCQoMDAQK/a8PBw9evXT2VlZcrMzJQklZSU6PPPP5fdbq8xJUiSEhMTJUkbN270tG3atMnrWHV9+vRRixYttH37dpWWmmsKDwAAAAAAuDx+H7Ls3btXVqtVPXr0UF5env75z3/qySef1OzZs/Xpp5961e7fv1+S1LVr11qv1aVLF6+6rKwsOZ1OxcTEKCCg5hrAnTt39qqv/nVsbGyNeqvVqpiYGDkcDh08ePBSXyoAAAAAADAxv95dqKKiQsePH1erVq20ceNGTZ8+3esJkX/+85/6+c9/rlmzZikgIED5+fmSpKioqFqv524vKCiQpEuuv5Rz3HUNwWo1125GLCmFpsgi841VNJ7q3yt83wDmwLgFzIUxi/ri1yFLSUmJJKmsrExTpkzR4MGDNWnSJF199dX67LPP9NRTT+mDDz5QdHS0/vCHP6is7NzOHcHBwbVez93urnMHNiEhIXWqr/71+c5p1qxZjXPqk81m9ayKbRaFbLCCJsgWYFNkc3ONVfiHVq1CG7sLAC4R4xYwF8YsjOTX04UqKiokSWfPnlXPnj310ksvqUuXLgoLC9PgwYM1f/58Wa1WLVq0SN99951stnPbAlsstSeR7t2q3b9frP7759XlnO/fAwAAAAAANA1+/SRL9SdS7r333hrHb7jhBt1www3avXu3du7cKbvdLkleWy5X5253P4Xirq++21B17vbqT63Y7XYVFxervLxcQUFBNc5xB0Pua9c3h8OpU6fM9WiIIzBEkq2xuwE0KEeVQ4WFZxq7GzAJq9Xi+VStqKhUTifBPeDvGLeAuTBmcalatrTLZrv4cyp+HbKEh4crMDBQlZWVuuaaa2qtadeunXbv3q2ioiJFR0dLOv96KN9fT8VdX33NlQvVu88pLi5Wfn6+mjdvXqdz6pvZ/kIwV28BY7hkvrEK/+B0uvjeAUyGcQuYC2MWRvLr6UI2m82zw09ubm6tNe6AJDIy0rOr0Pl29jlw4IAkKS4uTtK53YasVqsOHTokp9NZoz4rK0uS925FF7qH0+nUoUOHvPoNAAAAAACaBr8OWSQpISFBkvTxxx/XOFZYWKi9e/cqMDBQPXr00IABAyRJGRkZcjgcXrWnT59WZmam7Ha74uPjJZ2bBtS7d2/Pse9LT0/36oMkDRw4UJK0bt26GvWZmZkqLi5WfHy8wsJY4BIAAAAAgKbE70OW5ORk2e12ffzxx3r33Xc97WVlZXr88cdVVlamn/3sZ2rRooXatWunwYMH69ixY5ozZ45n8dmKigrNmDFDpaWlSk5O9gpA3Gu9pKSkeE0zWrt2rVauXKno6GgNGzbM056YmKioqCitXLlSa9eu9bTn5+crJSVFkjR27Nj6eTMAAAAAAIDfsrhMsA3O2rVr9Yc//EGVlZXq2rWrrrnmGu3Zs0f5+fnq1q2blixZ4lkfJScnR8nJycrLy1NMTIxiY2O1Z88eHT9+XN27d9eSJUsUGuq9RdfUqVOVlpamsLAw9evXT0VFRdqxY4cCAwO1cOFC9e3b16t+06ZNmjhxoqqqqtSrVy+1atVK27ZtU0lJiUaNGqWnn366wd4bh8OpkydLG+x+RnA2s2v5Xha+RdMysrtD1rPmWqQajcdqtSgy8twHAoWFJcwTB0yAcQuYC2MWlyoiIrROC9+aImSRpK+//loLFixQZmamTp8+rbZt2+onP/mJxo0bV2Mnn9zcXP3jH//Qxo0bVVxcrLZt2yopKUkPPPBArdN4HA6Hli1bpuXLl+ubb75R8+bN1aNHDz388MO67rrrau3Prl279PLLL2vnzp2qqqpSp06dNHr0aN11112yWhvuASFCFsAcCFlwKfjBDzAfxi1gLoxZXKorLmRB7QhZAHMgZMGl4Ac/wHwYt4C5MGZxqeoasvj9miwAAAAAAABmQMgCAAAAAABgAEIWAAAAAAAAAxCyAAAAAAAAGICQBQAAAAAAwACELAAAAAAAAAYgZAEAAAAAADAAIQsAAAAAAIABCFkAAAAAAAAMQMgCAAAAAABgAEIWAAAAAAAAAxCyAAAAAAAAGICQBQAAAAAAwACELAAAAAAAAAYgZAEAAAAAADAAIQsAAAAAAIABCFkAAAAAAAAMQMgCAAAAAABgAEIWAAAAAAAAAxCyAAAAAAAAGICQBQAAAAAAwACELAAAAAAAAAYgZAEAAAAAADAAIQsAAAAAAIABCFkAAAAAAAAMQMgCAAAAAABgAEIWAAAAAAAAAxCyAAAAAAAAGICQBQAAAAAAwAD1FrJkZWXp66+/lsPhqK9bAAAAAAAA+I2Ayzm5pKREb731llq1aqVRo0ZJkk6cOKEHH3xQX331lSSpbdu2evbZZ9W3b9/L7y0AAAAAAICf8vlJlpKSEo0cOVIvvviitmzZ4ml/6qmntG/fPrlcLlksFuXk5Gj8+PE6evSoIR0GAAAAAADwRz6HLIsWLdKhQ4d09dVXKykpSZL07bffavPmzbJarXr11Ve1c+dO/eIXv9DZs2f1+uuvG9ZpAAAAAAAAf+NzyLJhwwYFBATojTfe0LBhwyRJ69evl8vlUs+ePTVw4EA1a9ZM06dPV3h4uLZu3WpYpwEAAAAAAPyNzyFLdna2OnbsqI4dO3raNm/eLIvFogEDBnjagoKC1L59e+Xm5l5WRwEAAAAAAPyZzyGLw+FQUFCQ588VFRX67LPPJKnGIrdlZWWyWtktGgAAAAAAXLl8Tj6uueYaZWdnq7y8XJL0n//8R2fOnFF4eLh69uzpqTt69KiOHj2qdu3aXXZnAQAAAAAA/JXPIcuNN96o0tJSPf7441q/fr1mz54ti8WiW2+91fPUypdffqlHHnlETqfTawoRAAAAAADAlSbA1xN/+9vfas2aNVq1apVWrVoll8ulkJAQ/e53v5N07smWsWPHyuVyqV27dnrggQcM6zQAAAAAAIC/8flJlnbt2umdd97Rbbfdpo4dO2rQoEFasmSJOnToIEnq2LGjAgMDdccdd+jdd99VRESEYZ0GAAAAAADwNz4/ySJJnTp10osvvljrsTZt2mjbtm2y2+2XcwsAAAAAAABTqNctfwhYAAAAAABAU3HZIcuOHTuUmZnp+XNVVZWeffZZ3Xzzzerbt68effRR5eXlXe5tAAAAAAAA/JrPIYvT6dSUKVN07733avny5Z72v/zlL1qyZImKiopUXFystLQ03XvvvSotLTWkwwAAAAAAAP7I55Dlgw8+0McffyybzaY2bdpIkkpKSvTuu+9KksaNG6eFCxfqxhtv1LFjx/TGG28Y02MAAAAAAAA/5PPCt2lpabJYLHrppZc0ZMgQSdLGjRt19uxZdezYUVOnTpUkxcXFaciQIVq/fr0eeughY3oNAAAAAADgZ3x+kuWrr75Su3btPAGLJG3atEkWi0WDBw/2tEVFRaljx47Kzs6+vJ4CAAAAAAD4MZ9DlrKyMrVq1cqr7f/+7/8kSf369fO+idWqyspKX28FAAAAAADg93wOWa6++mp9++23nj/v2bNHJ0+eVEBAgHr37u1pLykpUXZ2tlq3bn15PQUAAAAAAPBjPocs3bp1U2FhoRYtWqSSkhK9/PLLslgs6tevn+x2u6Rz2zk//fTTKi8v10033WRYpwEAAAAAAPyNzyHLfffdJ4vFotmzZ6t3797atGmTJGns2LGSpN27d2vAgAFKS0tTYGCgpx0AAAAAAOBK5HPIctNNN2nOnDmKjIyUy+VSeHi4nnzySd18882SpLCwMBUVFSkqKkr//Oc/1a1bN8M6DQAAAAAA4G983sJZkn7yk5/ojjvuUGFhoVq1aiWbzeY5du211+qNN95Q3759ZbX6nOUAAAAAAACYwmWFLJJksVhqXdQ2ICDA81QLAAAAAADAla5eHzFxOp0qLS3VwYMHtXDhwvq8FQAAAAAAQKO6rCdZNm3apFdeeUX79+/X2bNn5XQ6L1g/bty4y7kdAAAAAACA3/I5ZNm1a5cmTJggp9Mpl8t1wdpmzZopPj7e11sBAAAAAAD4PZ+nC7355ptyOBy6/vrrNW/ePL322muSpDvuuEPvvPOO/v73v+uWW26RJN1www16/fXXjekxAAAAAACAH/L5SZYdO3YoICBAL774oq655hpJ0jXXXKOsrCz17NlTkpSUlKRHH31UK1eu1Pvvv6+7777bp3tt2LBBDz744HmP33HHHXrhhRc8fy4oKND8+fO1ZcsW5ebmKioqSklJSZowYYJCQ0NrnO90OrVixQotW7ZMR44cUWBgoOLj4zVx4kR179691nvu27dP8+bN065du1RSUqKOHTtq1KhRSk5OlsVi8el1AgAAAAAA8/I5ZDl58qTatWvnCVgkqVu3bsrIyFB5ebmCg4MlSdOmTdOqVav04Ycf+hyyfPnll5Kk3r176+qrr65x/MYbb/R8nZeXp+TkZOXk5Khr164aNGiQ9uzZo4ULF2rLli1atmyZwsLCvM6fOXOmUlNT1aJFC/Xv318FBQVav369Nm/erFdffVX9+/f3qs/MzNS4ceNUWVmp3r17Kzw8XNu2bdPMmTO1e/duPffccz69TgAAAAAAYF4+hyw2m03h4eFebR07dpTT6dShQ4d0/fXXS5KioqLUoUMHZWVl+dxJd8jyxBNPqFu3bhesnTVrlnJycjR+/HhNmTJFklRRUaFp06Zp9erVmjdvnqZPn+6pz8jIUGpqqmJjY7V48WJFRERIktasWaPJkydr+vTpSk9PV7NmzTzXmjp1qqqqqrRgwQINGjRI0rlwZ8yYMVqxYoUSExM1ZMgQn18vAAAAAAAwH5/XZImKitKJEye82q699lpJ0v79+73ag4ODdfr0aV9vpS+//FLNmjVTly5dLliXnZ2t9PR0tWnTRpMmTfK0BwUFKSUlRaGhoUpNTVV5ebnnmHutmGnTpnkCFkkaOnSohg8frtzcXK1evdrTnpaWpry8PCUlJXkCFkmKjo7WU089JUlatGiRz68VAAAAAACYk88hS69evVRYWKgPP/zQ09alSxe5XC5t2bLF0/bdd9/p8OHDat26tU/3KSoq0rfffqu4uDgFBFz4wZvNmzfL6XQqISFBgYGBXsfCw8PVr18/lZWVKTMzU5JUUlKizz//XHa7vcaUIElKTEyUJG3cuNHTtmnTJq9j1fXp00ctWrTQ9u3bVVpaekmvEwAAAAAAmJvPIcsvfvELuVwuPfbYY5o8ebIqKyvVs2dPtW3bVqtWrdI//vEPZWRk6OGHH1Z5eflFp/mcj3uqUJs2bTRnzhwlJSWpR48eGjJkiGbPnq3i4mJPrfsJmq5du9Z6LfeTMO66rKwsOZ1OxcTE1BrgdO7c2au++texsbE16q1Wq2JiYuRwOHTw4MFLfq0AAAAAAMC8fF6TpUePHvrjH/+oOXPmKCMjw/PkyMSJE/X4449r/vz5kiSXyyWr1aoJEyb4dJ+9e/dKOrdGSmhoqPr06aOrr75ae/bs0T//+U9t2LBBb731lqKiopSfny/p3FSm2rjbCwoKJOmS6y/lHHddQ7BazbWbkauxOwA0AovMN1bReKp/r/B9A5gD4xYwF8Ys6ovPIYsk3X///Ro4cKDX9KC77rpLkvTaa68pJydHHTt21COPPKIePXr4dI99+/ZJkgYNGqS5c+d6Fts9efKkJk+erG3btunJJ5/UggULVFZWJkmenY2+z93urnNP6QkJCalTffWvz3eOe4Hc6ufUJ5vNqsjIsIsX+pHChnlrAL9iC7Apsrm5xir8Q6tWoY3dBQCXiHELmAtjFka6rJBFOjelxj2txu2uu+7yhC2Xa/bs2XrkkUd09dVXe4UnERER+utf/6qkpCRlZGTo2LFjstlskiSLpfYk0uVyef1+sfrvn+c+x+l01vkeAAAAAACgabjskKW+BQUFqWPHjrUeu+qqq3T99ddr+/bt2rt3r+x2uyTp7Nmztda7291Pobjrq+82VJ27vfpTK3a7XcXFxSovL1dQUFCNcyoqKryuXd8cDqdOnTLXoyGOwBBJtsbuBtCgHFUOFRaeaexuwCSsVovnU7WiolI5nQT3gL9j3ALmwpjFpWrZ0i6b7eLL2tYpZHnjjTcuu0PSuelFRnPvWnTmzBlFR0dLOv96KN9fT8VdX33NlQvVu88pLi5Wfn6+mjdvXqdz6pvZ/kIwV28BY7hkvrEK/+B0uvjeAUyGcQuYC2MWRqpTyDJ79uyLTqmpi0sNWSoqKvTnP/9ZRUVFmjt3bq1Phxw9elSSdPXVV3uePDnfzj4HDhyQJMXFxUk6t9uQ1WrVoUOH5HQ6ZbV6p1JZWVmSvHcr6tq1qw4cOKCDBw/WmCbldDp16NAh2Wy2GscAAAAAAMCVrU4hS+/eveu7H7UKCgrS1q1bdfz4cW3evFlJSUlex7/66it99dVXCg8PV8+ePdW+fXtJUkZGhv70pz951lyRpNOnTyszM1N2u13x8fGSzk0D6t27tzIzM5WZmambb77Z6/rp6emSpISEBE/bwIED9fHHH2vdunW67bbbvOozMzNVXFysPn36KCyMBS4BAAAAAGhK6hSyLFmypL77cV6jRo3SCy+8oL/85S+6/vrrde2110o6N8Xnsccek8Ph0G9+8xsFBwerXbt2Gjx4sDIyMjRnzhz98Y9/lMViUUVFhWbMmKHS0lKNHTvWKwC59957lZmZqZSUFL355pueaT5r167VypUrFR0drWHDhnnqExMTNXfuXK1cuVI//vGPPUFLfn6+UlJSJEljx45tqLcHAAAAAAD4CYvLgG1wDh8+rE6dOnm1/fvf/1ZwcLBuuummy7p2RUWFHnzwQf373/9Ws2bNdNNNNykoKEiZmZkqKyvT0KFD9cILL3ieWsnJyVFycrLy8vIUExOj2NhY7dmzR8ePH1f37t21ZMkShYZ6b9E1depUpaWlKSwsTP369VNRUZF27NihwMBALVy4UH379vWq37RpkyZOnKiqqir16tVLrVq10rZt21RSUqJRo0bp6aefvqzXfCkcDqdOnixtsPsZwdnMruV7WfgWTcvI7g5Zz5prkWo0HqvVosjIcx8IFBaWME8cMAHGLWAujFlcqoiI0DotfHtZIcvRo0c1ZcoUffHFF9q6datatmzpOfbb3/5Wmzdv1g033KC//e1vnqk8vnA4HFq6dKk++OADHTp0SFarVbGxsbrnnnt0991311gvJjc3V//4xz+0ceNGFRcXq23btkpKStIDDzxQ6zQeh8OhZcuWafny5frmm2/UvHlz9ejRQw8//LCuu+66Wvu0a9cuvfzyy9q5c6eqqqrUqVMnjR49WnfddVeNtV3qEyELYA6ELLgU/OAHmA/jFjAXxiwuVb2HLCdOnNCIESN08uRJBQUF6YMPPvBa7HXWrFn68MMPdfr0abVp00YffPCBVwgDYxCyAOZAyIJLwQ9+gPkwbgFzYcziUtU1ZPH5kYv58+fr5MmTGjBggDZv3lxjN50nnnhCGzZs0IABA3TixAm9+uqrvt4KAAAAAADA7/kcsvz73/9WSEiInn/++fM+oRIeHq7Zs2crKChI69ev9/VWAAAAAAAAfs/nkMW9sGzz5s0vWBcREaFOnTrp+PHjvt4KAAAAAADA7/kcsrRs2VJFRUV1qi0rK1NISIivtwIAAAAAAPB7Pocs3bp107fffqt///vfF6zbvn27srOzFRcX5+utAAAAAAAA/J7PIcuoUaPkcrk0ZcoUffLJJ6ptk6INGzbokUcekcVi0d13331ZHQUAAAAAAPBnAb6emJiYqDvuuEOrVq3S5MmT1bx5c8XGxsput6usrExZWVkqLi6Wy+XSrbfeqp/97GdG9hsAAAAAAMCv+ByySNKcOXMUGxurhQsXqri4WNu3b/c6HhISovvuu08PP/zwZXUSAAAAAADA311WyGKz2fTggw9q3Lhx+uyzz5Sdna1Tp04pJCREHTt2VHx8vMLCwozqKwAAAAAAgN+6rJDFLTAwUP3791f//v2NuBwAAAAAAIDp+LzwLQAAAAAAAP6HkAUAAAAAAMAAhCwAAAAAAAAGIGQBAAAAAAAwACELAAAAAACAAQhZAAAAAAAADOBzyDJu3Dg9/vjjOn36tJH9AQAAAAAAMCWfQ5b//ve/2rx5s8LDw43sDwAAAAAAgCn5HLI4nU5FRkYa2RcAAAAAAADT8jlkSUpK0v79+7V161Yj+wMAAAAAAGBKAb6eOH78eB0+fFjjx4/XwIEDFR8fr6ioKAUHB5/3nNtuu83X2wEAAAAAAPg1n0OW22+/XZLkcrmUkZGhjIyMC9ZbLBZ9+eWXvt4OAAAAAADAr/kcsrRp08bIfgAAAAAAAJiazyHLhg0bjOwHAAAAAACAqfm88C0AAAAAAAD+x+cnWapzOBzau3evDh06pJKSEv3yl79UZWWlTpw4ofbt2xtxCwAAAAAAAL922SHLsmXL9Morr6igoMDT9stf/lLHjh3TsGHDNHToUD3zzDMKCQm53FsBAAAAAAD4rcsKWVJSUrRs2TK5XC4FBgbKYrGosrJSknTixAk5HA6tXr1ax48f15IlSxQYGGhIpwEAAAAAAPyNz2uybNy4UUuXLlV4eLjmzp2rHTt26IYbbvAcv/nmmzV//nw1b95cu3bt0tKlSw3pMAAAAAAAgD/yOWRZunSpLBaLnn/+eQ0bNqzWp1SGDBmiv//973K5XPr4448vq6MAAAAAAAD+zOeQZc+ePWrTpo0GDBhwwbqbb75Zbdu21cGDB329FQAAAAAAgN/zOWQpLS1Vy5Yt61QbGRmpqqoqX28FAAAAAADg93wOWaKiovTNN9/I6XResK6iokKHDx9W69atfb0VAAAAAACA3/M5ZOnXr5/Kysq0ePHiC9YtXLhQJSUl6tu3r6+3AgAAAAAA8Hs+b+E8btw4paWlae7cuSorK9OwYcPkcDg8x7/55hstWbJEy5YtU0BAgH79618b0V8AAAAAAAC/ZHG5XC5fT/744481ffr0Guut2Gw2T+BisVg0Y8YMJScnX15PUSuHw6mTJ0sbuxuXxNnMruV7bY3dDaBBjezukPVsWWN3AyZhtVoUGRkmSSosLJHT6fM/1QAaCOMWMBfGLC5VRESobLaLTwbyebqQJP3kJz/R8uXLNWjQIAUGBsrlcsnlcqmqqkpWq1V9+vTRm2++ScACAAAAAACueD5PF3K77rrr9Morr6iiokLffPONTp8+Lbvdrvbt2ys0NNSIPgIAAAAAAPi9yw5Z3IKCghQbG2vU5QAAAAAAAEzlskMWh8OhTz75RBkZGcrOztbp06cVERGhzp07a+jQofrRj35kRD8BAAAAAAD82mWFLF9++aWmTJmiI0eOqPr6uYcPH9bnn3+ud999V71799Zf//pXXX311ZfdWQAAAAAAAH/lc8jy7bff6je/+Y2KiorUunVr3X777YqLi5Pdbtfp06f11VdfafXq1fr000/1wAMP6J133mGNFgAAAAAAcMXyOWR59dVXVVRUpB/96Ed68cUXFRYWVqNm8uTJmjhxorZv36633npLv/3tby+rswAAAAAAAP7K5y2ct2zZouDgYD3//PO1BiyS1Lx5c/3tb39TQECA0tLSfO4kAAAAAACAv/M5ZMnLy1OXLl3UsmXLC9ZFRUWpa9euOnbsmK+3AgAAAAAA8Hs+hyxXX321Tpw44bXg7fkUFRUpIiLC11sBAAAAAAD4PZ9DljvvvFMFBQV67bXXLli3atUqHT9+XMOHD/f1VgAAAAAAAH7P54Vvf/vb32rfvn164YUXdPToUd13332KjY31HM/NzdUHH3ygV155RV27dtXo0aN16tSpGte52HQjAAAAAAAAM7C46jLfpxaDBg2Sy+VSbm6uLBaLJCk4OFhhYWEqLy9XSUnJxW9usejLL7/05fb4/zkcTp08WdrY3bgkzmZ2Ld9ra+xuAA1qZHeHrGfLGrsbMAmr1aLIyHOLyhcWlsjp9OmfagANiHELmAtjFpcqIiJUNtvFJwP5/CTLiRMnPF+7c5ozZ87ozJkzdb6Gj/kOAAAAAACA3/E5ZFm/fr2R/QAAAAAAADA1n0OWdu3aGdkPAAAAAAAAU/N5dyEAAAAAAAD8DyELAAAAAACAAQhZAAAAAAAADEDIAgAAAAAAYABCFgAAAAAAAAMQsgAAAAAAABiAkAUAAAAAAMAApgxZKioqNHz4cMXFxembb76pcbygoEBPP/20EhMT1aNHD916662aM2eOSktLa72e0+nUe++9pxEjRqhXr17q27evJkyYoL179563D/v27dPEiRN1yy23qGfPnrrzzjv19ttvy+VyGfY6AQAAAACAeQTUpWj48OGXfSOLxaKPPvrosq8jSX/729+0f//+Wo/l5eUpOTlZOTk56tq1qwYNGqQ9e/Zo4cKF2rJli5YtW6awsDCvc2bOnKnU1FS1aNFC/fv3V0FBgdavX6/Nmzfr1VdfVf/+/b3qMzMzNW7cOFVWVqp3794KDw/Xtm3bNHPmTO3evVvPPfecIa8TAAAAAACYR51ClgMHDlz2jSwWy2VfQ5K2bdumRYsWnff4rFmzlJOTo/Hjx2vKlCmSzj35Mm3aNK1evVrz5s3T9OnTPfUZGRlKTU1VbGysFi9erIiICEnSmjVrNHnyZE2fPl3p6elq1qyZ51pTp05VVVWVFixYoEGDBkk6F+6MGTNGK1asUGJiooYMGWLI6wUAAAAAAOZQp5DFX57M+O677zR9+nR16NBBpaWlys/P9zqenZ2t9PR0tWnTRpMmTfK0BwUFKSUlRZs3b1Zqaqp+//vfKzg4WJL0+uuvS5KmTZvmCVgkaejQoRo+fLj+9a9/afXq1brzzjslSWlpacrLy9Mdd9zhCVgkKTo6Wk899ZTGjBmjRYsWEbIAAAAAANDE1Clk+fnPf17f/aiTP//5z8rLy9Pbb7+tyZMn1zi+efNmOZ1OJSQkKDAw0OtYeHi4+vXrp/Xr1yszM1MJCQkqKSnR559/LrvdXmNKkCQlJibqX//6lzZu3OgJWTZt2uQ59n19+vRRixYttH37dpWWlio0NNSAVw0AAAAAAMzANAvfrly5UitXrtT48eP1wx/+sNYa9zotXbt2rfV4ly5dvOqysrLkdDoVExOjgICaeVPnzp296qt/HRsbW6PearUqJiZGDodDBw8erOtLAwAAAAAAV4A6PclyIYcPH9aBAwd05syZGjvrVFVVqby8XCdOnNCmTZuUlpbm0z2+/fZb/fnPf9b111+viRMnnrfOPX0oKiqq1uPu9oKCAp/qL+Wc709lqk9WqzHr3TQU9l9CU2SR+cYqGk/17xW+bwBzYNwC5sKYRX3xOWRxOByaNm2aVq1addFal8vl88K3LpdLf/zjH1VeXq6//vWvNaYBVVdWViZJnvVWvs/d7q5zb+kcEhJSp/rqX5/vHPcCudXPqU82m1WRkWEXL/QjhQ3z1gB+xRZgU2Rzc41V+IdWrZh6CpgN4xYwF8YsjOTzdKF33nlHH3/8sVwul8LDw3XNNdfI5XIpMjJSHTp0kN1u9zzZ0r17d/31r3/16T5vvPGGMjMzNXny5Fqn6FRns9kknX8nI3d/3L9frP775/lyDwAAAAAA0DT4/CTLqlWrZLFYNH78eE2ePFlnzpxRnz591LdvXz3//PNyOp1atWqVZsyYoWPHjqlPnz6XfI+vv/5aL7zwgnr37q1f//rXF6232+2SpLNnz9Z63N3ufgrFXV9eXl5rvbu9+lMrdrtdxcXFKi8vV1BQUI1zKioqvK5d3xwOp06dMtejIY7AEEm2xu4G0KAcVQ4VFp5p7G7AJKxWi+dTtaKiUjmdBPeAv2PcAubCmMWlatnSLpvt4s+p+ByyZGVlKTQ01LNGSkhIiOLi4pSZmSnp3CKww4YN05kzZ/Tkk09q0aJF+uMf/3hJ9/jb3/6miooKWSwWTZs2zetYUVGRJGn27Nmy2+168MEHFR0dLen866F8fz0Vd331NVcuVO8+p7i4WPn5+WrevHmdzqlvZvsLwVy9BYzhkvnGKvyD0+niewcwGcYtYC6MWRjJ5+lCpaWluuaaa7ye5oiNjVVhYaFXyHHnnXcqPDxc//73vy/5Hu51TT799FOlpaV5/XIfW79+vdLS0lRQUODZVeh8O/scOHBAkhQXFyfp3G5DVqtVhw4dktPprFGflZUlyXu3ogvdw+l06tChQ7LZbJ6diQAAAAAAQNPgc8gSGhpaI5i49tprJXkHEIGBgWrfvr1ycnIu+R5LlizR119/Xeuvdu3aSZLWrl2rr7/+Wn379tWAAQMkSRkZGXI4HF7XOn36tDIzM2W32xUfHy/p3NM3vXv39hz7vvT0dElSQkKCp23gwIGSpHXr1tWoz8zMVHFxseLj4xUWxgKXAAAAAAA0JT6HLB06dNDRo0dVUlLi1eZyufTVV1951ZaVlTXIQrDt2rXT4MGDdezYMc2ZM8dzz4qKCs2YMUOlpaVKTk72CkDuvfdeSVJKSorXEzhr167VypUrFR0drWHDhnnaExMTFRUVpZUrV2rt2rWe9vz8fKWkpEiSxo4dW6+vEwAAAAAA+B+f12QZMGCAdu/erccff1xPP/20WrRooR/84AeSpPfff1+jR49Ws2bNtGPHDh05cqTBps88+eST2rt3r9544w1t2rRJsbGx2rNnj44fP67u3bvroYce8qofOnSohg8frrS0NCUlJalfv34qKirSjh07FBgYqLlz53pNiQoNDdUzzzyjiRMnatKkSerVq5datWqlbdu2qaSkRKNGjdLgwYMb5LUCAAAAAAD/4fOTLL/85S/VunVrrVmzRgkJCaqoqFD79u11yy23KCsrSz//+c81adIkjRs3ThaLxTPNpr61a9dO7733nu655x6dPn1aGRkZCgoK0u9+9zstXrxYoaE190CfPXu2nnjiCbVt21ZbtmxRdna2hgwZouXLl6tv37416hMSErR06VINHDhQBw4c0NatW9WhQwfNmjVLM2fObIBXCQAAAAAA/I3FdRnzeA4ePKjHH39chw8f9qxpcvDgQf3yl7/07P4jSddcc41WrFhR6248uDwOh1MnT5Y2djcuibOZXcv3soUzmpaR3R2ynjXXdutoPFarRZGR56a2FhaWsOMBYAKMW8BcGLO4VBERofW7hbMkde7cWe+8845yc3O92j7++GO99957OnbsmDp16qR77rmHhWABAAAAAMAV7bJCFrerrrrK688REREaP368588lJSX68ssvdf311xtxOwAAAAAAAL/j85os1113nX75y1/WqXbMmDFeoQsAAAAAAMCVxueQxeVy1Wlb5jNnzigvL0/fffedr7cCAAAAAADwe3WaLnTw4EH97ne/k9Pp9Gr/4osvdOutt573PJfLpVOnTunMmTOKiYm5vJ4CAAAAAAD4sTqFLJ07d9aNN96ojz76yNNmsVh09uxZ5eTkXPwmAQF6+OGHfe8lAAAAAACAn6vzwrfTp0/3PLXicrn0+9//Xp07d9akSZPOe47VapXdbldsbKyio6Mvv7cAAAAAAAB+qs4hS0REhIYOHer5c9u2bRUbG+vVBgAAAAAA0FT5vIXzhg0bjOwHAAAAAACAqfkcsrg5nU59/PHHysjI0JEjR1RaWqrQ0FBde+21GjBggH76058qMDDQiL4CAAAAAAD4rcsKWXJycvTQQw/pq6++qrGd85dffqk1a9borbfe0ksvvaT27dtfVkcBAAAAAAD8mc8hy5kzZzRu3DgdPnxY4eHhuuOOO3TDDTcoNDRUp0+f1t69e7V69Wrt27dPEyZM0HvvvadmzZoZ2XcAAAAAAAC/4XPIsmTJEh0+fFjXX3+9/t//+3+KioqqUTNp0iSNHz9e+/bt0zvvvKMxY8ZcVmcBAAAAAAD8ldXXEz/55BNZrVa98MILtQYsktS6dWu98MILkqSPP/7Y11sBAAAAAAD4PZ9DliNHjqhz587q0KHDBes6dOigLl266MiRI77eCgAAAAAAwO/5HLI4nc467xoUEBCgyspKX28FAAAAAADg93wOWa655hrt379fhYWFF6zLz8/XgQMH1K5dO19vBQAAAAAA4Pd8DlkGDx6sqqoq/elPf1JFRUWtNRUVFfrTn/4kh8OhwYMH+9xJAAAAAAAAf+fz7kL333+/3nvvPW3ZskXDhg3TPffc49nCubS0VF988YXeffddHT16VBEREbr//vuN7DcAoIHYgkNU6bI0djeaFJekwrJzXzsCQ+Rq1N40TYEWlxzlZxq7GwAAwGTqFLLMmzdPbdu21YgRIzxtERER+n//7//pd7/7nbKzs/W3v/2txnkul0utW7fW/PnzFRERYVyvAQANptJl0fK9tsbuRhPGe98YRnZ3+P64LwAAaLLqHLLEx8d7hSyS1KNHD61Zs0ZvvfWWNm3apMOHD6u0tFShoaHq1KmTBg0apNGjR6tFixb10nkAAAAAAAB/4fN0Ibfw8HA9+OCDevDBB43oDwAAAAAAgCnxJCwAAAAAAIABCFkAAAAAAAAMQMgCAAAAAABggDqvybJ//37dd999Pt/IYrHozTff9Pl8AAAAAAAAf1bnkKWkpESffvqpzzeyWCw+nwsAAAAAAODv6hyyREZGasCAAfXZFwAAAAAAANOqc8jSoUMHPffcc/XZFwAAAAAAANNi4VsAAAAAAAADELIAAAAAAAAYgJAFAAAAAADAAIQsAAAAAAAABqjTwrfPPfecIiMj67svAAAAAAAAplWnkOXnP/95ffcDAAAAAADA1JguBAAAAAAAYABCFgAAAAAAAAMQsgAAAAAAABiAkAUAAAAAAMAAhCwAAAAAAAAGIGQBAAAAAAAwACELAAAAAACAAQhZAAAAAAAADEDIAgAAAAAAYABCFgAAAAAAAAMQsgAAAAAAABiAkAUAAAAAAMAAhCwAAAAAAAAGIGQBAAAAAAAwACELAAAAAACAAQhZAAAAAAAADEDIAgAAAAAAYABCFgAAAAAAAAMQsgAAAAAAABiAkAUAAAAAAMAAhCwAAAAAAAAGIGQBAAAAAAAwACELAAAAAACAAQhZAAAAAAAADBDQ2B2oi8rKSi1ZskQffPCBjhw5Irvdrh/84AcaM2aMBgwYUKO+oKBA8+fP15YtW5Sbm6uoqCglJSVpwoQJCg0NrVHvdDq1YsUKLVu2TEeOHFFgYKDi4+M1ceJEde/evdY+7du3T/PmzdOuXbtUUlKijh07atSoUUpOTpbFYjH8PQAAAAAAAP7N759kcblcmjx5smbPnq0TJ06of//+uu6667Rt2zaNGzdOr7zyild9Xl6eRo4cqaVLlyo4OFiDBg2S0+nUwoULNXr0aJWUlNS4x8yZM/X444/r2LFj6t+/vzp16qT169dr1KhR2rp1a436zMxMjRw5UuvXr1enTp3Uv39/ZWdna+bMmXrsscfq7b0AAAAAAAD+y++fZHnnnXeUnp6u6667Tm+88YZatWolSfrqq69077336sUXX9Rtt92mzp07S5JmzZqlnJwcjR8/XlOmTJEkVVRUaNq0aVq9erXmzZun6dOne66fkZGh1NRUxcbGavHixYqIiJAkrVmzRpMnT9b06dOVnp6uZs2aea41depUVVVVacGCBRo0aJCkc+HOmDFjtGLFCiUmJmrIkCEN9RYBAAAAAAA/4PdPsnz44YeSpOnTp3sCFknq1q2bhg8fLpfLpc2bN0uSsrOzlZ6erjZt2mjSpEme2qCgIKWkpCg0NFSpqakqLy/3HHv99dclSdOmTfMELJI0dOhQDR8+XLm5uVq9erWnPS0tTXl5eUpKSvIELJIUHR2tp556SpK0aNEi494AAAAAAABgCn4fsrz55pv68MMP1bt37xrHysrKJEk2m02StHnzZjmdTiUkJCgwMNCrNjw8XP369VNZWZkyMzMlSSUlJfr8889lt9vVv3//GtdPTEyUJG3cuNHTtmnTJq9j1fXp00ctWrTQ9u3bVVpa6sOrBQAAAAAAZuX3IUuzZs3UrVs3T5Ditm7dOn3yyScKCQnRbbfdJknav3+/JKlr1661XqtLly5edVlZWXI6nYqJiVFAQM2ZU+4pSO766l/HxsbWqLdarYqJiZHD4dDBgwcv6XUCAAAAAABz8/s1WaorLi7WE088oaysLB06dEht2rTRc889p6uvvlqSlJ+fL0mKioqq9Xx3e0FBgU/1l3KOu64hWK3m2s3I1dgdABqBReYbq26MWTRFZh6zaBzVv1/43gH8H2MW9cVUIcvRo0e1du1az58tFouysrJ08803S/rf9KHg4OBaz3e3u+vcU3pCQkLqVF/96/Od414gt/o59clmsyoyMqxB7mWUwoZ5awC/YguwKbK5ucaqG2MWTZGZxywaX6tWoY3dBQCXgDELI/n9dKHqOnXqpE8//VSZmZl64YUXVFFRoVmzZnm2cXZPKbJYak8iXS6X1+8Xq//+eb7cAwAAAAAANA2mepIlNPR/CeMdd9yhq6++Wr/4xS/06quv6r777pPdbpcknT17ttbz3e3up1Dc9dV3G6rO3V79qRW73a7i4mKVl5crKCioxjkVFRVe165vDodTp06Z62NmR2CIJNtF64AriaPKocLCM43dDZ8wZtEUmXnMonFYrRbPp+FFRaVyOvnADfBnjFlcqpYt7bLZLv6ciqlClu/r1auXrr32Wn3zzTc6cuSIoqOjJZ1/PZTvr6firq++5sqF6t3nFBcXKz8/X82bN6/TOfXNbH8hmKu3gDFcMt9YdTNnr4HLY+Yxi8bndLr4/gFMhDELI/n1dKEzZ87oL3/5i6ZOnXre6Tfup0mqqqo8uwqdb2efAwcOSJLi4uIkndttyGq16tChQ3I6nTXqs7KyJHnvVnShezidTh06dEg2m82zMxEAAAAAAGga/DpkCQ4O1gcffKC0tDR99tlnNY4fPXpUhw8fVlBQkGJjYzVgwABJUkZGhhwOh1ft6dOnlZmZKbvdrvj4eEnnpgH17t3bc+z70tPTJUkJCQmetoEDB0o6t4X092VmZqq4uFjx8fEKC2OxPAAAAAAAmhK/DlksFotGjRolSZo5c6by8vI8x06cOKE//OEPqqqq0ujRo2W329WuXTsNHjxYx44d05w5czxPv1RUVGjGjBkqLS1VcnKyVwBy7733SpJSUlK8phmtXbtWK1euVHR0tIYNG+ZpT0xMVFRUlFauXOm101F+fr5SUlIkSWPHjq2HdwMAAAAAAPgzi8vPt8EpLy/XuHHj9Nlnn3meQqmsrNTu3btVVlamW265Ra+88opn2lBOTo6Sk5OVl5enmJgYxcbGas+ePTp+/Li6d++uJUuWeC2gK0lTp05VWlqawsLC1K9fPxUVFWnHjh0KDAzUwoUL1bdvX6/6TZs2aeLEiaqqqlKvXr3UqlUrbdu2TSUlJRo1apSefvrpBnt/HA6nTp4sbbD7GcHZzK7le1lEE03LyO4OWc+aa5FqN8YsmiIzj1k0DqvVosjIcx/kFRaWsL4D4OcYs7hUERGhdVr41u9DFkmqrKzU4sWL9eGHH+rw4cMKCAhQbGysRowYoXvuucezrbJbbm6u/vGPf2jjxo0qLi5W27ZtlZSUpAceeKDWaTwOh0PLli3T8uXL9c0336h58+bq0aOHHn74YV133XW19mnXrl16+eWXtXPnTlVVValTp04aPXq07rrrLlmtDfeAECELYA5m/g8bYxZNkZnHLBoH/2EDzIUxi0t1RYUsOD9CFsAczPwfNsYsmiIzj1k0Dv7DBpgLYxaXqq4hi1+vyQIAAAAAAGAWhCwAAAAAAAAGIGQBAAAAAAAwACELAAAAAACAAQhZAAAAAAAADEDIAgAAAAAAYABCFgAAAAAAAAMQsgAAAAAAABiAkAUAAAAAAMAAhCwAAAAAAAAGIGQBAAAAAAAwACELAAAAAACAAQhZAAAAAAAADEDIAgAAAAAAYABCFgAAAAAAAAMQsgAAAAAAABiAkAUAAAAAAMAAhCwAAAAAAAAGIGQBAAAAAAAwACELAAAAAACAAQhZAAAAAAAADEDIAgAAAAAAYABCFgAAAAAAAAMQsgAAAAAAABiAkAUAAAAAAMAAhCwAAAAAAAAGIGQBAAAAAAAwACELAAAAAACAAQhZAAAAAAAADEDIAgAAAAAAYABCFgAAAAAAAAMQsgAAAAAAABiAkAUAAAAAAMAAhCwAAAAAAAAGIGQBAAAAAAAwACELAAAAAACAAQhZAAAAAAAADEDIAgAAAAAAYABCFgAAAAAAAAMQsgAAAAAAABggoLE7AAAAAGPZgkNU6bI0djeaFJekwrJzXzsCQ+Rq1N40TYEWlxzlZxq7GwCaOEIWAACAK0yly6Lle22N3Y0mjPe+MYzs7uAxfQCNjr+HAAAAAAAADEDIAgAAAAAAYABCFgAAAAAAAAMQsgAAAAAAABiAkAUAAAAAAMAAhCwAAAAAAAAGIGQBAAAAAAAwACELAAAAAACAAQhZAAAAAAAADEDIAgAAAAAAYABCFgAAAAAAAAMQsgAAAAAAABiAkAUAAAAAAMAAhCwAAAAAAAAGIGQBAAAAAAAwACELAAAAAACAAQIauwN14XQ69e6772rFihU6cOCAKisr1bZtW/34xz/Wb3/7WzVv3tyrvqCgQPPnz9eWLVuUm5urqKgoJSUlacKECQoNDa31+itWrNCyZct05MgRBQYGKj4+XhMnTlT37t1r7dO+ffs0b9487dq1SyUlJerYsaNGjRql5ORkWSyWenkfAAAAAACA//L7J1mcTqcmTZqkGTNm6KuvvlL37t3Vv39/fffdd1q4cKHuvvtuFRQUeOrz8vI0cuRILV26VMHBwRo0aJCcTqcWLlyo0aNHq6SkpMY9Zs6cqccff1zHjh1T//791alTJ61fv16jRo3S1q1ba9RnZmZq5MiRWr9+vTp16qT+/fsrOztbM2fO1GOPPVav7wcAAAAAAPBPfv8ky/vvv6/09HR17NhRCxcuVPv27SVJJSUlmjp1qjIyMjRr1iz9/e9/lyTNmjVLOTk5Gj9+vKZMmSJJqqio0LRp07R69WrNmzdP06dP91w/IyNDqampio2N1eLFixURESFJWrNmjSZPnqzp06crPT1dzZo181xr6tSpqqqq0oIFCzRo0CBJ58KdMWPGaMWKFUpMTNSQIUMa6B0CAAAAAAD+wO+fZHn//fclSdOnT/cELJIUFhamZ599VhaLRevWrVN5ebmys7OVnp6uNm3aaNKkSZ7aoKAgpaSkKDQ0VKmpqSovL/cce/311yVJ06ZN8wQskjR06FANHz5cubm5Wr16tac9LS1NeXl5SkpK8gQskhQdHa2nnnpKkrRo0SJD3wMAAAAAAOD//D5kadmypWJiYtSzZ88axyIiItSiRQtVVlaqqKhImzdvltPpVEJCggIDA71qw8PD1a9fP5WVlSkzM1PSuadhPv/8c9ntdvXv37/G9RMTEyVJGzdu9LRt2rTJ61h1ffr0UYsWLbR9+3aVlpb6+pIBAAAAAIAJ+X3IsmDBAq1evVqtWrWqcezo0aM6deqUAgMDFRERof3790uSunbtWuu1unTpIkmeuqysLDmdTsXExCggoObMqc6dO3vVV/86Nja2Rr3ValVMTIwcDocOHjx4KS8TAAAAAACYnN+vyXIh7nVYBg0apGbNmik/P1+SFBUVVWu9u929UO6l1l/KOe66hmC1mms3I1djdwBoBBaZb6y6MWbRFJl5zEqMWzRNZh+3aFjVv1f4voGRTBuyLFmyRCtXrlRISIgmT54sSSorK5MkBQcH13qOu91d557SExISUqf66l+f7xz3ArnVz6lPNptVkZFhDXIvoxQ2zFsD+BVbgE2Rzc01Vt0Ys2iKzDxmJcYtmiazj1s0nlatQhu7C7iC+P10odosXrxYzzzzjCwWi5555hnPtB6bzSZJslhqTyJdLpfX7xer//55vtwDAAAAAAA0DaZ6ksXlcmnu3LlauHChbDabnnnmGf3kJz/xHLfb7ZKks2fP1nq+u939FIq7vvpuQ9W526s/tWK321VcXKzy8nIFBQXVOKeiosLr2vXN4XDq1ClzfVzlCAyRZGvsbgANylHlUGHhmcbuhk8Ys2iKzDxmJcYtmiazj1s0LKvV4nmCpaioVE4nH5Ljwlq2tMtmu/hzKqYJWcrLy/Xoo49q7dq1Cg4O1vPPP68f//jHXjXR0dGSzr8eyvfXU3HXV19z5UL17nOKi4uVn5+v5s2b1+mc+ma2vxDM1VvAGC6Zb6y6mbPXwOUx85iVGLdomsw+btF4nE4X3zswjCmmC5WUlOjXv/611q5dq8jISC1evLhGwCL9b1eh8+3sc+DAAUlSXFycpHO7DVmtVh06dEhOp7NGfVZWltd1L3YPp9OpQ4cOyWazeaYwAQAAAACApsHvQ5bKykqNHz9eO3fuVIcOHZSamqof/vCHtdYOGDBAkpSRkSGHw+F17PTp08rMzJTdbld8fLykc9OAevfu7Tn2fenp6ZKkhIQET9vAgQMlSevWratRn5mZqeLiYsXHxyssjEW3AAAAAABoSvw+ZJk3b54+//xzRUVFacmSJWrfvv15a9u1a6fBgwfr2LFjmjNnjmfx2YqKCs2YMUOlpaVKTk72CkDuvfdeSVJKSorXNKO1a9dq5cqVio6O1rBhwzztiYmJioqK0sqVK7V27VpPe35+vlJSUiRJY8eONebFAwAAAAAA07C4/HgbnOLiYiUkJOjMmTPq1q2bYmNjz1s7ffp0tW7dWjk5OUpOTlZeXp5iYmIUGxurPXv26Pjx4+revbuWLFmi0FDvLbqmTp2qtLQ0hYWFqV+/fioqKtKOHTsUGBiohQsXqm/fvl71mzZt0sSJE1VVVaVevXqpVatW2rZtm0pKSjRq1Cg9/fTT9fJ+1MbhcOrkydIGu58RnM3sWr6XxfjQtIzs7pD1rLkWqXZjzKIpMvOYlRi3aJrMPm7RsKxWiyIjz334XlhYwposuKiIiNA6LXzr1yHL5s2b9cADD9Spdu3aterQoYMkKTc3V//4xz+0ceNGFRcXq23btkpKStIDDzxQ6zQeh8OhZcuWafny5frmm2/UvHlz9ejRQw8//LCuu+66Wu+3a9cuvfzyy9q5c6eqqqrUqVMnjR49WnfddZes1oZ7QIiQBTAHM//gx5hFU2TmMSsxbtE0mX3comERsuBSXREhCy6OkAUwBzP/4MeYRVNk5jErMW7RNJl93KJhEbLgUtU1ZPH7NVkAAAAAAADMgJAFAAAAAADAAIQsAAAAAAAABiBkAQAAAAAAMAAhCwAAAAAAgAEIWQAAAAAAAAxAyAIAAAAAAGAAQhYAAAAAAAADELIAAAAAAAAYgJAFAAAAAADAAIQsAAAAAAAABiBkAQAAAAAAMAAhCwAAAAAAgAEIWQAAAAAAAAxAyAIAAAAAAGAAQhYAAAAAAAADELIAAAAAAAAYgJAFAAAAAADAAIQsAAAAAAAABiBkAQAAAAAAMAAhCwAAAAAAgAEIWQAAAAAAAAxAyAIAAAAAAGAAQhYAAAAAAAADELIAAAAAAAAYgJAFAAAAAADAAIQsAAAAAAAABiBkAQAAAAAAMAAhCwAAAAAAgAEIWQAAAAAAAAxAyAIAAAAAAGAAQhYAAAAAAAADELIAAAAAAAAYgJAFAAAAAADAAIQsAAAAAAAABiBkAQAAAAAAMAAhCwAAAAAAgAEIWQAAAAAAAAxAyAIAAAAAAGAAQhYAAAAAAAADELIAAAAAAAAYgJAFAAAAAADAAIQsAAAAAAAABiBkAQAAAAAAMAAhCwAAAAAAgAECGrsDAAAAANCU2YJDVOmyNHY3mhSXpMKyc187AkPkatTeNE2BFpcc5WcauxuGI2QBAAAAgEZU6bJo+V5bY3ejCeO9bwwjuzuuyKk1V+JrAgAAAAAAaHCELAAAAAAAAAYgZAEAAAAAADAAIQsAAAAAAIABCFkAAAAAAAAMQMgCAAAAAABgAEIWAAAAAAAAAxCyAAAAAAAAGICQBQAAAAAAwACELAAAAAAAAAYgZAEAAAAAADAAIQsAAAAAAIABTBmy/Otf/1JcXJy2bt1a6/GCggI9/fTTSkxMVI8ePXTrrbdqzpw5Ki0trbXe6XTqvffe04gRI9SrVy/17dtXEyZM0N69e8/bh3379mnixIm65ZZb1LNnT9155516++235XK5DHmNAAAAAADAXEwXsuzevVspKSnnPZ6Xl6eRI0dq6dKlCg4O1qBBg+R0OrVw4UKNHj1aJSUlNc6ZOXOmHn/8cR07dkz9+/dXp06dtH79eo0aNarWICczM1MjR47U+vXr1alTJ/Xv31/Z2dmaOXOmHnvsMUNfLwAAAAAAMAdThSwbNmzQb37zm1qDErdZs2YpJydH48ePV1paml566SWtWbNGt99+u77++mvNmzfPqz4jI0OpqamKjY3VJ598onnz5umdd97RSy+9JKfTqenTp+vs2bOe+oqKCk2dOlVVVVVasGCBlixZovnz5+uTTz5RTEyMVqxYoQ0bNtTbewAAAAAAAPyTKUKW3Nxc/elPf9KECRNUWVmp1q1b11qXnZ2t9PR0tWnTRpMmTfK0BwUFKSUlRaGhoUpNTVV5ebnn2Ouvvy5JmjZtmiIiIjztQ4cO1fDhw5Wbm6vVq1d72tPS0pSXl6ekpCQNGjTI0x4dHa2nnnpKkrRo0SIjXjYAAAAAADARU4QsL7zwglasWKHu3bsrNTVVMTExtdZt3rxZTqdTCQkJCgwM9DoWHh6ufv36qaysTJmZmZKkkpISff7557Lb7erfv3+N6yUmJkqSNm7c6GnbtGmT17Hq+vTpoxYtWmj79u3nXf8FAAAAAABcmUwRssTExGj27Nl69913FRcXd966/fv3S5K6du1a6/EuXbp41WVlZcnpdComJkYBAQE16jt37uxVX/3r2NjYGvVWq1UxMTFyOBw6ePBgXV4aAAAAAAC4QtRMFvzQ+PHj61SXn58vSYqKiqr1uLu9oKDAp/pLOcdd1xCsVkuD3csI7L+Epsgi841VN8YsmiIzj1mJcYumyczjljGLpsjMY/ZCTBGy1FVZWZkkKTg4uNbj7nZ3nXtKT0hISJ3qq399vnOaNWtW45z6ZLNZFRkZ1iD3Mkphw7w1gF+xBdgU2dxcY9WNMYumyMxjVmLcomky87hlzKIpMvOYvRBTTBeqK5vNJkmyWGpPw1wul9fvF6v//nm+3AMAAAAAADQNV9STLHa7XZK8tlyuzt3ufgrFXV99t6Hq3O3Vn1qx2+0qLi5WeXm5goKCapxTUVHhde365nA4deqUuaJvR2CIJFtjdwNoUI4qhwoLzzR2N3zCmEVTZOYxKzFu0TSZedwyZtEUmW3Mtmxpl8128edUrqiQJTo6WtL510P5/noq7vrqa65cqN59TnFxsfLz89W8efM6nVPfnE5zPTVjrt4CxnDJfGPVzZy9Bi6PmcesxLhF02TmcWvOXgOXx8xj9kKuqOlC7l2Fzrezz4EDByTJs0NRly5dZLVadejQITmdzhr1WVlZXte92D2cTqcOHTokm83m2ZkIAAAAAAA0DVdUyDJgwABJUkZGhhwOh9ex06dPKzMzU3a7XfHx8ZLOTQPq3bu359j3paenS5ISEhI8bQMHDpQkrVu3rkZ9ZmamiouLFR8fr7CwK28BHwAAAAAAcH5XVMjSrl07DR48WMeOHdOcOXM8i89WVFRoxowZKi0tVXJyslcAcu+990qSUlJSvKYZrV27VitXrlR0dLSGDRvmaU9MTFRUVJRWrlyptWvXetrz8/OVkpIiSRo7dmy9vk4AAAAAAOB/rqg1WSTpySef1N69e/XGG29o06ZNio2N1Z49e3T8+HF1795dDz30kFf90KFDNXz4cKWlpSkpKUn9+vVTUVGRduzYocDAQM2dO9drgdvQ0FA988wzmjhxoiZNmqRevXqpVatW2rZtm0pKSjRq1CgNHjy4oV82AAAAAABoZFfUkyzSuadZ3nvvPd1zzz06ffq0MjIyFBQUpN/97ndavHixQkNDa5wze/ZsPfHEE2rbtq22bNmi7OxsDRkyRMuXL1ffvn1r1CckJGjp0qUaOHCgDhw4oK1bt6pDhw6aNWuWZs6c2QCvEgAAAAAA+BuLyz2nBqbkcDh18mRpY3fjkjib2bV8L1vUoWkZ2d0h61lzbbfuxphFU2TmMSsxbtE0mXncMmbRFJltzEZEhNZpC+cr7kkWAAAAAACAxkDIAgAAAAAAYABCFgAAAAAAAAMQsgAAAAAAABiAkAUAAAAAAMAAhCwAAAAAAAAGIGQBAAAAAAAwACELAAAAAACAAQhZAAAAAAAADEDIAgAAAAAAYABCFgAAAAAAAAMQsgAAAAAAABiAkAUAAAAAAMAAhCwAAAAAAAAGIGQBAAAAAAAwACELAAAAAACAAQhZAAAAAAAADEDIAgAAAAAAYABCFgAAAAAAAAMQsgAAAAAAABiAkAUAAAAAAMAAhCwAAAAAAAAGIGQBAAAAAAAwACELAAAAAACAAQhZAAAAAAAADEDIAgAAAAAAYABCFgAAAAAAAAMQsgAAAAAAABiAkAUAAAAAAMAAhCwAAAAAAAAGIGQBAAAAAAAwACELAAAAAACAAQhZAAAAAAAADEDIAgAAAAAAYABCFgAAAAAAAAMQsgAAAAAAABiAkAUAAAAAAMAAhCwAAAAAAAAGIGQBAAAAAAAwACELAAAAAACAAQhZAAAAAAAADEDIAgAAAAAAYABCFgAAAAAAAAMQsgAAAAAAABiAkAUAAAAAAMAAhCwAAAAAAAAGIGQBAAAAAAAwACELAAAAAACAAQhZAAAAAAAADEDIAgAAAAAAYABCFgAAAAAAAAMQsgAAAAAAABiAkAUAAAAAAMAAhCwAAAAAAAAGIGQBAAAAAAAwACELAAAAAACAAQhZAAAAAAAADEDIAgAAAAAAYABCFgAAAAAAAAMENHYHzO7TTz/VggULtG/fPpWXlysuLk5jxozR7bff3thdAwAAAAAADYiQ5TKkpaXp0UcfVUBAgPr27Subzab//Oc/+v3vf6+DBw/qoYceauwuAgAAAACABkLI4qPCwkI98cQTCgkJ0eLFi/WDH/xAknTw4EHdd999mjdvnn784x+rW7dujdxTAAAAAADQEFiTxUdLly5VeXm57r33Xk/AIkmdO3fWH/7wB7lcLr355puN2EMAAAAAANCQCFl8tHHjRklSYmJijWO33nqrLBaLNm3a1MC9AgAAAAAAjYWQxUdZWVmSpC5dutQ41rJlS7Vu3VqFhYUqLCxs6K4BAAAAAIBGwJosPiguLtbZs2cVGhqq0NDQWmuio6OVn5+v/Px8RUZG1mt/rFZLvV7faK7G7gDQCCwy31h1Y8yiKTLzmJUYt2iazDxuGbNoisw8Zi+EkMUHZWVlkqSQkJDz1jRr1syrtr7YbFZFRobV6z2M5nBK993Y2L0AGlZYkE02q7nGqhtjFk2RmcesxLhF02TmccuYRVNk5jF7IYQsPrBaz82ysljOn7q5XC6v3/E/NqvUIrixewGgrhizgPkwbgFzYcwCVw7WZPGBe4pQeXn5eWsqKiokSXa7vUH6BAAAAAAAGhchiw9CQ0Nlt9t1+vTp8wYteXl5kqSoqKiG7BoAAAAAAGgkhCw+sFgs6tq1qyTp4MGDNY6fOnVKBQUFioiIUOvWrRu6ewAAAAAAoBEQsvhowIABkqR169bVOLZu3Tq5XC4lJCQ0dLcAAAAAAEAjIWTx0V133aWQkBAtWrRIO3bs8LQfOnRIf//732WxWHT//fc3Yg8BAAAAAEBDsrjY/sZny5cv15NPPimbzaa+ffsqKChI//nPf3T27FlNmTJF48ePb+wuAgAAAACABkLIcpk2b96s1157TV988YVsNpu6dOmisWPH6rbbbmvsrgEAAAAAgAZEyAIAAAAAAGAA1mQBAAAAAAAwACELAAAAAACAAQhZAAAAAAAADEDIAgAAAAAAYABCFgAAAAAAAAMQsgAAAAAAABiAkAUAAAAAAMAAhCwAAAAAAAAGIGQBAAAAAAAwACELAAAAAACAAQhZAAAAAAAADEDIAgAAAAAAYABCFgAAAAAAAAMQsgAAAAANwOVyNXYXAFwGxjDqgpAFMJHMzEzFxcXV+uuGG25Q3759NXr0aL355puqqKho7O4CVyz3WOzWrZs+++yzC9b+6le/UlxcnLZu3dpAvQOaHn8fkw6HQ0uXLtUzzzxTr/eZPn264uLi9O6779brfQB/dfz4cXXr1k1xcXGaPXu2odfevXu3Ro0apaqqKq9298/i329H0xXQ2B0AcOnsdrtuvfVWrzaHw6HvvvtOn332mXbs2KG1a9dq0aJFCgwMbKReAlc+l8ulxx57TB999JFCQkIauztAk+evYzItLU1PP/20hg8f3thdAa5oK1askMvlUnBwsFasWKHJkycrKCjIkGuPHDmSJ1lQJ4QsgAm1atVKc+fOrfXYsWPH9Itf/ELbt2/XsmXLNGbMmAbuHdC0ZGdn6/nnn9cTTzzR2F0BIP8ck06ns7G7AFzxXC6XVqxYocjISN1+++166623tHr1av3sZz8z7Pq1WbVqlSQpIID/WuMcpgsBV5hrrrlGDzzwgCRp7dq1jdwb4MoWFRWlgIAALV26VNu3b2/s7gBNHmMSaLq2bdumnJwc/ehHP9KwYcMkSe+8806937dz587q3Llzvd8H5kHIAlyBrr32WklSQUGBpP/N0f7000/18MMPq0ePHurXr5+WLFniOefAgQN69NFHdcstt+iGG27QLbfcokcffVRZWVmN8hoAM2jfvr3GjRsnp9Opxx57TOXl5XU+d/fu3Zo0aZJuvvlm3XDDDbr11lv13HPP6eTJk56ajRs3Ki4uTuPHj69x/pNPPqm4uDhNmjSpxrHf//73iouL03//+19JUnFxsZ577jkNHz5cPXv2VHx8vJKTk7Vs2TI5HI5Lf+GAn6rvMSmde2I0Li5OAwcOrPU67jVfMjMzPX/+05/+JOnctKG4uDhNnz5d0rmpDXFxcVq0aJFeeOEF9e7dWzfeeKOmTp3qud4XX3yhRx99VEOGDNEPfvAD9ezZU7fffrvmzJmj77777pLeH+BK9v7770uSEhISdOONN6pjx47asWOHvv766xq17p+N9+3bp3/9618aMWKEfvjDH6pv376aNGmSDhw44Kl1j1O37t27e/2ZNVnwfYQswBVo//79kqS2bdt6tT/55JP6z3/+owEDBqh58+bq1q2bJGndunUaMWKEPvroI0VEROjWW29VRESEPvroI911113KyMho8NcAmMXEiRMVGxurb775Rn/729/qdM4HH3yg5ORkrV27Vm3atNGQIUNktVq1aNEi3X333Tp27JgkqV+/fgoODtZnn32myspKr2ts27ZNkmp8Wu9wOLR161ZFRkaqR48eOnv2rH77299q0aJFKi8v1y233KKePXvqyy+/1J///GfNmDHDgHcB8B/1OSZ90b9/f914442Szj1tOnz4cM+f3d5++2299tpr+uEPf6iuXbuqU6dOkqTVq1dr5MiRWrlypa666ioNHjxY3bt3V3Z2thYuXKj777+fqUiApNOnTys9PV2hoaEaMmSIJOnnP/+5pAs/zfLyyy/rj3/8o6qqqjRw4EAFBwdrzZo1Sk5O1tGjRyWd+/Cy+npKw4YNY30lXBATx4ArzFdffaXXXntNkjyPSrrl5eXpo48+Uvv27eV0OmW1WpWfn6+pU6eqsrJSzz77rO666y5P/XvvvacnnnhCU6ZM0erVq3XVVVc16GsBzCAoKEjPPvuskpOTtWTJEg0dOlTx8fHnrT948KCefPJJNWvWTPPnz9fNN98s6dyaDS+++KIWLFigRx99VG+//baCg4PVr18/bdy4Uf/973/Vu3dvSed2T8jOzpbNZlNhYaEOHjzoeVT5v//9r4qLizVixAhZrVatXr1aO3fu1PDhwzVnzhxZLBZJ59atuPvuu/X+++/roYceUps2ber5nQIaRn2OSV88+OCDuuqqq7Rz507deOONta6pduTIEb3wwgu64447PPeuqKjQn//8Z1mtVi1ZssQrmDl48KBGjhypL774Qjt37rzg6wOagpUrV6q8vFz33HOP7Ha7pHMhy4svvqiPPvpIjz76qKe9uvXr12vOnDn66U9/Kkk6e/asfv3rX2vHjh1atmyZ/vjHP+qmm27STTfdpLS0NEnS7NmzWX8FF8STLIAJFRUVaerUqV6/HnnkEd1111268847VVxcrNtuu82T4Lvdeuutat++vSTJaj03/FNTU3XmzBn97Gc/8wpYJOnuu+/WnXfeqdLSUp9/uASagh49emjs2LF1mqKwePFiVVZW6qGHHvL8Z046NyZ///vfq2vXrtqxY4dnqk9CQoIk6f/+7/88tf/5z38kSUOHDpUkffrpp55jmzdvliTPJ3n5+fmSpKuuusoTsEjnPpl79tlnNXv2bAUHB/v82gF/VJ9jsj5cddVVnoDFfe+CggLdcsstGjt2bI0nXzp37qx+/fpJ0mU9ZQNcKdxThUaMGOFpu+qqq/SjH/1IJSUlWrlyZa3nDRkyxBOwSFKzZs00atQoSf97Mhy4VIQsgAmVlZUpLS3N69f69euVm5urW265RX/5y1/00ksveYIUt65du9a41meffSZJuv3222u9l/uHvur/iQNQ06RJk9S5c2cdOXJEf//7389b557mU/0/c24Wi0UDBgyQ9L8xN3jwYEn/C1bcXwcGBur++++X9L9xLJ0LWYKCgtS/f39J8jz9snDhQk2aNElpaWmeNSZ+/OMf62c/+5latWrl02sG/Fl9jcn6UNu/z23bttXcuXP1hz/8wdPmcrl0/Phxpaene8KVioqKeusXYAYHDhzQnj171KlTJ/Xq1cvrmDt0Od+UoZ49e9Zoi46OlqRLWtMJqI7nnAATateunTZs2HDJ57Vo0aJGW15enueatbnmmmsk/e/TcAC1CwoK0nPPPafRo0frzTff1NChQ2t8+ixJJ06ckKQaT5p937fffitJatOmjbp27ao9e/bo9OnTCg8PV2Zmpm644Qb94Ac/UEREhOc/f/n5+dq3b59uueUWhYaGSjr3A+Rjjz2m559/XmvWrNGaNWtksVh0ww03aOjQoRo1apSaN29u5FsB+IX6GpP1obZ/n902bdqkf/3rXzpw4ICOHj3q+Y9f9SfTgKbM/RRLSUmJfvWrX3kdc69ntnfvXu3evVs9evTwOl7b2LPZbJLYeh2+I2QBmpDvP9kinftUTDr/D2vu40FBQfXXMeAK8cMf/lC//vWv9frrr+tPf/qTPvzwwxo17t18fvKTn9Q6Jt3cC1NL0qBBg7R//35lZmaqU6dOysvL04gRI2SxWNSnTx998sknOnz4sHbu3CmXy+V5+sVtzJgxGj58uNatW6fNmzcrMzNTe/bs0Z49e/Tmm2/q7bff9kwlBK4k9TUmL8SXHbtq+zfY6XRqwoQJysjIUGBgoG644Qb99Kc/VWxsrHr27Km33nqr1tcDNCWVlZX66KOPJJ37oOFCHwq+/fbbNUIWwkrUB0IWoImLjo7W4cOHdezYMXXp0qXGcffjyJGRkQ3dNcCUHnnkEW3YsEGHDx+udYpCdHS0cnJy9Mgjj6hDhw51uub/196dR1Vd7f8ffwICKoqKGHidIPSoISVmYldKLDWc0MIszVkvNmjlbPmtri2vE6U3jG6aU6nljIgTmSFlKmpqmDgDCo6oiEqiCJ/fH/7O53oE0vTcvFdfj7Vcy7WHz2fvz4ezWOfN3u8dEhLC9OnT2bRpE6dOnQIw8zE0bdqUtWvXsnXrVnNL0c1BFgAPDw+6dOlCly5dKCwsZMeOHYwfP55ff/2VL774gg8//PAOZyzy383en0lrIKakv3Ln5OTc1XitYmNjSUhIoF69enzxxRfmFgarixcv2uU+Iv/LNmzYwNmzZwkMDCxxS1BycjIvvvgia9as4Z133tHqTfmPU04WkQecNV9DfHx8sfWrV68GoEmTJn/amET+l7m6ujJ+/Hjz+NfU1FSbeutnLjExsdj+I0aMoEuXLjZbAhs2bEjFihXZtGkT27dvx9nZ2dz2YA22bN68mU2bNlGvXj2b49snTpxIcHCwTd4WR0dHGjduzGuvvQb8e7uEyP3I3p9J6wklOTk5RY5Wz87OJi0trcg17uSv5Tt37gSu55S4OcCSm5tr1mtLgzzIrFuF2rVrV2KbRx99FD8/Py5fvszy5cv/pJHJg0xBFpEHXJcuXShbtiwxMTFFfvEsXbqU2NhYypYte8u96iLyb4GBgfTq1YvCwkLOnDljU9ejRw+cnJz45JNPbJLZwvXEfLGxsezdu9dmSbOTkxPBwcGkpaXx448/0rBhQ/NEIF9fX7y8vFi3bh05OTlFVrF4e3uTlZXF5MmTuXTpkll+7do11qxZA1Bk+bTI/caen8mKFSvi7e3N1atXbf5yfuXKFd5///1itwu5uroC2HwGb8XDwwO4nsz62rVrZnl2djaDBw8mOzvbvK/IgygrK4sff/wRJyenEg9wsOrUqRNQcgLc22H9HGsVmdyKtguJPOC8vLyYOHEiQ4YMYeTIkcyePRtfX1/S0tLYt28fZcqUITIyssTEuCJSvLfffpuEhATS09Ntyhs0aMC7777L2LFj6d27N4888gjVq1cnLS2NgwcP4uTkRGRkJJ6enjb9WrRowcqVK7l48SJBQUE2dUFBQeaedOvRzVZdu3Zl1apV7Nixg2eeeYbHHnsMFxcXUlJSOH78OLVr16ZXr172fwAi/2Xs+Zns378/Y8eOZezYsaxatQpPT0927NhBQUEBLVq0ICEhweYe1m1IGzZsYMCAAQQGBvLqq6/+7ng7d+7M3Llz2bhxI61bt8bf359Lly6xY8cO8vLyqF27NocOHSoSNBJ5UCxfvpxr167RrFmzIr8zbxYWFsaUKVM4fPjwHZ8UVqtWLQ4cOEDPnj3x9fVlwoQJ5so2kRtpJYuI0Lp1a5YsWUL79u05e/Ys3333HRcuXKBz584sXbqUli1b3ushivzPKV26NOPGjSs2kWb37t2ZP38+rVq14uTJkyQkJPDbb7/Rpk0blixZQmhoaJE+Tz31lHniwc3b96xbhjw9PQkICLCpc3FxYebMmURERFC5cmWSkpLYuHEjbm5uvP766yxcuJDy5cvba9oi/7Xs+Zns0aMHEydOpEGDBqSkpLBt2zaCgoJYsmQJvr6+Ra7v7+/P0KFDqVKlCj/99BObNm265XirV6/O4sWLCQ0NpaCggMTERDIyMnjyySeZNWsWkyZNAigS0BF5UMTExADQvn37W7b19vY2f1fe6WqWf/zjH/j7+5Oenk5SUhIZGRl3dB25/zkY1qNDRERERERERETkjmkli4iIiIiIiIiIHSjIIiIiIiIiIiJiBwqyiIiIiIiIiIjYgYIsIiIiIiIiIiJ2oCCLiIiIiIiIiIgdKMgiIiIiIiIiImIHCrKIiIiIiIiIiNiBgiwiIiIiIiIiInagIIuIiIiIiIiIiB2UutcDEBERkT/P5s2biY2NZfv27Zw5cwYHBwc8PT0JDAykXbt2NG/e/F4PEQDDMEhNTcXPz88sy8zM5NlnnwWuz8PDw+NeDc/url27RmZmJj4+PnfU/9ixYyxatIiNGzeSnp5OXl4e7u7u1KtXjzZt2tCpUydcXFyK9Ktbty4AS5YsISAg4G6mICIiImgli4iIyAOhoKCAESNG0Lt3b2JiYrh8+TJ+fn5Uq1aNM2fOEBsbS0REBBEREeTl5d3Tse7bt4+XX36ZL7744p6O48+SlJREWFgYcXFxd9R/1qxZPPfcc3z++eekpKTg7u6OxWKhsLCQTZs28d5779GxY0fS0tLsPHIRERG5mVayiIiIPACioqKIjY2lWrVqfPTRRzRq1MisKywsZNWqVYwdO5bExERGjx7Nxx9/fM/GumjRInbt2oWvr69NuZeXF6tXrwagQoUK92Jo/xGzZs3i8OHDd9R31KhRxMTEUKZMGQYMGECvXr1wd3c363/44QfGjx9PamoqPXr0YOnSpXh5edlr6CIiInITrWQRERG5z12+fJmvvvoKgMmTJ9sEWAAcHR3p0KED48aNA2DVqlV3/KX/P8nZ2Rk/Pz/8/PxwcnK618O555YtW0ZMTAylS5fmX//6F4MGDbIJsAA8/fTTzJs3jypVqpCVlcX48ePv0WhFREQeDAqyiIiI3OfS0tL47bffcHR0pEGDBiW2e+aZZ/D09MQwDHbv3v0njlD+qNzcXDNg0q9fP5588skS21auXJlBgwYBEB8fz8mTJ/+UMYqIiDyIHAzDMO71IEREROQ/58CBA3To0AGAzz//nBYtWpTYNjU1FScnJ7y8vChdurRN3eXLl5k3bx5r1qwhLS0NwzCoWbMmoaGh9OrVCzc3N5v2U6dO5dNPP+Wtt94iPDyc6OhoEhMTOXv2LJUrVyYkJITXXnsNb29vwDax7Y2aNGnC3LlzS0x8a90yM3nyZGrXrk10dDRbt24lLy8PX19f+vTpQ1hYGAUFBcydO5clS5Zw5MgRypUrR3BwMMOGDSt2C8358+eZPXs269evJyMjA0dHR2rXrk1YWBgvvfRSkUSy1nFMmjSJgIAAoqOjSUpKIicnB29vb1q1asWAAQPMrU5JSUn07NmzyH2ff/55JkyYUOI7AoiJiWHUqFGUKlWKTZs23XL7VG5uLmvXrqVx48bUqlXLLC8p8W1hYSFr164lLi6OX3/9lezsbJydnfHy8qJZs2b069ePv/zlLzb3MAyD5cuXs3z5clJTU8nOzqZSpUoEBgbSrVs3mjZtWmRc27dv56uvvmLv3r2cPHmSsmXLUq9ePTp06MDzzz9f7IqlkydPMmPGDH744QdOnDiBq6sr9evXJzw8nLCwMBwdi/4Ncf369SxcuJBDhw5x+vRp3N3dCQgIIDw8nNatW//usxMREfkjlJNFRETkPvfwww9TtWpVTpw4wZAhQ+jevTthYWHUqVOn2LbFOXnyJP369ePQoUM4OTlRo0YNXF1dOXToEJ988gkrVqxg1qxZRb54A6Snp9OxY0fOnz9PjRo18PHx4dChQyxYsID169cTExNDlSpVcHV1pVGjRmRkZJCVlUXlypWpVasWFovltua5efNmRo0ahaOjI76+vpw4cYKUlBSGDx/O1atXWb9+Pd9//z3e3t74+Phw8OBBVqxYQXJyMnFxcTZBk/379/O3v/2NU6dO4ezsjI+PD4WFhezevZvk5GRWrVrF9OnTi2zPAdixYwfvv/8++fn5+Pj44ObmRnp6OjNnziQxMZGlS5dSunRpypcvT6NGjTh8+DA5OTlUrVqVqlWr3tYJQ5s3bwbgkUceua38NG5uboSHh9/WcywsLOTNN99k3bp1AFSvXp26deuSlZVFWloaaWlprFq1ipiYGKpWrWr2+/DDD/n6668BqFGjBnXr1uXYsWPEx8cTHx/P3//+d7p27Wq2X7VqFcOGDaOwsBBPT08sFgvZ2dls2bKFLVu2sGnTJiZPnmwzti1btjBw4EAuXryIq6srvr6+5OXlsXXrVrZu3cq3337LP//5T5t3OWPGDCIjIwHw9vambt26nD59mg0bNrBhwwYiIiIYOnTobT0bERGRWzJERETkvvf9998b9evXNywWi/kvODjYGDJkiPHNN98YR44cKbFvQUGB0blzZ8NisRj9+vUzjh8/btadPHnS6Nmzp2GxWIzOnTsbhYWFZl1UVJR5r7CwMGP//v1m3a5du4zAwEDDYrEYH330kc39xowZY1gsFmPkyJE25RkZGeb1zp49a5aPHDnSLO/bt69Zd+XKFaNfv36GxWIx6tWrZzRq1MhISEgw+23bts145JFHDIvFYqxevdosv3TpkvHMM88YFovFGD58uHHu3Dmz7vDhw0aHDh0Mi8ViDBo0yGZ8N46jR48exrFjx4p9/t98841Nv4iICMNisRhRUVElvoObhYeHGxaLxRg9evRt9ymOdbzJyclm2YIFCwyLxWI0bdrU2L17t037pKQk4/HHHzcsFosRGRlplh88eNCwWCxGQECAsW3bNrM8Pz/fmDx5smGxWIzAwEDjt99+Mwzj+s9Us2bNDIvFYsycOdMoKCgw+6xbt87w9/c3LBaLzbVOnDhhNG7c2LBYLMaECRPMaxmGYfzyyy9G8+bNzTqr8+fPm9e68R0XFhYa8+fPNywWi1G/fn0jMzPzbh6jiIiISTlZREREHgAtWrRgzpw5Nif2nD59mpUrV/LBBx/QqlUrOnbsyLfffluk7/r160lOTsbHx4fPPvvMZvWCl5cXU6dOpVKlSiQnJ7Nhw4Yi/R0cHIiKirJZkfLYY4/xwgsvANdXfthDmTJliIyMNLcRubi40KdPH+D66oyBAwcSEhJitm/cuDGNGzcGrh8bbbV48WIyMzMJCgpi0qRJVKpUyax7+OGHiY6OxsXFhfj4ePbv319kHGXLliU6OtpmVU+LFi14+umn7TbfCxcuANiMzV42btyIk5MTAwcOLJLDp0mTJnTq1AmAgwcPmuXW5+Dr62s+U4BSpUrx1ltvERISwnPPPcf58+cBOHv2LFlZWQB07tzZZotPy5Yt6dmzJ23btiU/P98snzFjBhcuXOCFF15g5MiRlClTxqx79NFHzROx5s+fz7lz54Dr+Yjy8/OpUKECoaGhZnsHBwe6detGp06daNeuHRcvXrzj5yUiInIjBVlEREQeEE2aNGH16tV8+eWX9OzZs8h2oX379jFo0CDee+89m/L169cDEBoaWiQPCYC7u7uZ5yUhIaFIvZ+fn00eECvr1qTc3Nw7m9BNGjZsaAZYrG4MdAQHBxfp4+npCcClS5fMMut827dvX+x9atSoQcOGDQFITEwsUv/EE09Qvnz5IuV+fn6AfeZrzZdz7dq1u77WzaZOnUpycjIvvfRSsfVly5YFrufosbK+33379hEZGUlGRoZZ5+joyLRp0xg/frwZoKtUqZK51Wr48OEkJydj3JAmcMSIEUyZMsUmoe/3338PlPxeHn/8capVq8aVK1fM7VTVq1fHycmJnJwc3n33XZvAEMDEiROJjIykXr16t/FkREREbk05WURERB4gjo6ONG3a1ExCeu7cObZs2cL69euJj48nPz+fRYsWERAQQJcuXYDriXMBVq5cydatW4u9rvXEmrS0tCJ1xSWVhX8HCgoKCu5uUv/fjStsrJydnc3/3xyAubH+xi/41vnOnj2bmJiYYu915MgR4N7Nt0qVKuzfv99cGWJvpUqV4tKlS+zcuZPU1FQyMjJITU0lJSWF7OxswPaZNWjQgDZt2rBmzRpmzJjBjBkz8PHx4amnniIkJISgoCCbd1GqVCnefvttPvzwQzM3ioeHB82aNaN58+aEhITYBKpyc3M5duwYAJGRkXz66afFjtu6wsf6Xjw9PenTpw8zZsxg2bJlLFu2jKpVqxIcHExISAjBwcFFEjyLiIjcDQVZREREHmAeHh60bduWtm3b8uabb9K3b18yMzP5+uuvzSCLdZVHZmYmmZmZv3u9G1eEWN345bo4hp0OOrxx+0hxHBwcbus61jmkpqbesm1x20z+jPn6+vqycePGIiszfs+BAwfw8fEpdjXSja5evUpUVBTffPONzft0cXEhICCAUqVKkZSUVKTf5MmTCQoKYvHixezZs4f09HTS09OZO3cuHh4evPXWW7z88stm+1deeQUfHx9mzZpFUlIS586dIy4ujri4OFxdXXnxxRcZOXIkLi4uNuPYu3fvLed643sZPnw4/v7+zJs3j507d3LixAkWL17M4sWLcXNzo2/fvrzxxhu3/fMhIiLyexRkERERuc8NHTqUXbt28cYbb5h5UIpTq1Yt3n77bYYNG0Z6erpZbg1eTJo0iY4dO/6nh3vPlSlThosXLzJ//nyb/CL/TUJCQpg7dy4pKSnk5OTc8oShq1ev0rVrV65du8aYMWPMvCrFee+991i+fDmurq707t2bwMBA6tSpQ61atShVqhTTpk0rNsji6OhI165d6dq1K6dOnWLz5s1s2bKFDRs2cO7cOT744AMqV65Mq1atzD7NmjWjWbNmXLp0iW3btpnt09PTmTdvHg4ODvzf//2fTQAtMTHRPPb7dlkDiTeeXpSQkMCpU6eYOnUq5cqVo3fv3n/omiIiIsVRThYREZH7XG5uLpmZmcXmD7lZlSpVANuEqtZkuYcPHy6x34EDB/j111/Jycm5y9Hee7cz3927d7Nv375iV+78GZo0aYKHhwcFBQXMmTPnlu1XrlzJpUuXuHLlCgEBASW2O3XqFLGxsQBMmzaNd955h9DQUPz8/ChV6vrf5qxbw26Um5vLnj17zNU/Xl5edOrUiQkTJpCYmMgTTzwBQFxcHAD5+fkcPnyYX375BYBy5crRokUL3nnnHeLj4+nfv79Ne3d3dypXrgzAoUOHShz/9u3bOXjwIHl5eQBcuXKF/fv3m4mNK1WqRJs2bRgzZgwJCQlmfpcVK1bc8hmKiIjcDgVZRERE7nPt2rUDYN26dSXmVLFas2YNAE899ZRZZj2RJyYmptigQl5eHv379yc8PPy2vvDfivWkGXttI/qjmjdvDsCCBQuKTSyblZVFjx496NixI2vXrr3r+1m3qfyR+bq4uDBkyBDgeu6Y7du3l9j2+PHj5sk7rVu3NhPwltTWOo7igjE5OTmsW7cOsE26O336dF544QUmTZpUpI+rqyuBgYHAv/PRbNu2jbZt2xIREcHVq1eL9LHmDCosLDTLrO9l3rx5xY593759dO/enfbt27Nz507gevAkLCyM4cOHF2nv5ORkBn9uvI+IiMjdUJBFRETkPte2bVsaN25MQUEBERERTJs2zTzi1urs2bOMGzeOBQsWULFiRSIiImz6+/n5cfr0aQYMGGCTlyUrK4uBAwdy6tQp3Nzc6Nat212P13p6zfHjx+/6WnfilVdewdPTk5SUFAYPHmzzrI4ePcqAAQO4fPky3t7edOjQ4a7v5+bmBvzx+Xbu3JnmzZtz+fJl+vbty/Tp083Er3A9cPDdd9/RtWtXzpw5g5eXF++///7vXrNmzZpmkCs6OtomkLJ371769OljHr1sXS0C10/8cXR0JCEhgS+//NImue+ePXtYsmQJgHmMdVBQEA899BDnz59n9OjRNjlUsrKy+Oyzz2zaA0RERFCmTBkSEhIYM2ZMkTwtr7/+OoZhEBAQYJ5K1KpVK0qXLs2BAweYNGkSV65cMfscPXqU2bNnF7mPiIjI3VBOFhERkfuck5MTn3/+OUOHDiUxMZHJkyfzySefUKNGDdzd3blw4QJHjhzBMAyqVq3KlClTqF69utnfxcWF6Oho+vfvz/bt22nVqhW1a9fGwcGB1NRU8vPzKV26NNOmTTO3G92N+vXrA7B161batGlDnTp1iIqKuuvr3q5KlSrx6aef8tprr/Htt9+SkJBA7dq1yc/PJy0tjYKCAipVqsTMmTNxdXW96/vVr1+flStXsnz5cvbs2UOTJk2KHKNdHAcHB6Kjoxk9ejSxsbF8/PHHREVFUa1aNcqVK0dGRoa5fatu3bpER0ebR1aXpHLlyvTs2ZM5c+Ywa9YsYmJiqFatGtnZ2ebpPk8++SSbN2/m1KlTZr86deowePBgPv74Y8aNG8dnn31GtWrVuHjxIkePHgWuBzKsOYGcnJyYMmUKvXv3ZsWKFaxbt46aNWtSWFhIeno6+fn5VKtWjREjRpj38PX15aOPPmLYsGF8/fXXLFu2DD8/P3Jzc82f35o1a5oBGoCKFSsyfvx4Bg8ezMyZM1m4cCE1a9bk8uXLHD16lIKCAvz9/W2CiiIiIndDQRYREZEHQPny5Zk+fTo//fQT8fHx/Pzzz5w5c4Zjx45RoUIFHn/8cVq1asWLL75orqy4ka+vL7GxscydO5d169aRlpZGfn4+Dz30EH/961/p378/Pj4+dhlraGgor776KkuXLiUjI4P8/Pw/fTtHYGAgK1euZM6cOWzYsIG0tDQKCwupUaMGzZs3p3///jz00EN2uVfPnj3JzMxk7dq1pKen4+7uftt9nZ2dmTRpEuHh4SxfvpydO3dy8uRJMjMzqVChAsHBwbRv35727dvf8tQjq1GjRtGgQQPmz59PWloa+/fvx8PDg5YtW9KtWzeeeOIJgoKCOHv2LL/88guPPfYYcH2liY+PDwsXLiQlJYX9+/fj5uZGkyZNCAsLIzw83FwlA9C4cWMWLVrErFmz+Pnnn0lNTcXZ2Rk/Pz+effZZ+vbtS7ly5WzG1rJlS+Li4pg9ezYbN27k0KFDODg4UKdOHVq2bEnfvn1tjn6G6yuxPDw8mDdvHrt27eLAgQOUKVMGf39/2rRpQ/fu3W954pKIiMjtcjDu1YZnEREREREREZH7iHKyiIiIiIiIiIjYgYIsIiIiIiIiIiJ2oCCLiIiIiIiIiIgdKMgiIiIiIiIiImIHCrKIiIiIiIiIiNiBgiwiIiIiIiIiInagIIuIiIiIiIiIiB0oyCIiIiIiIiIiYgcKsoiIiIiIiIiI2IGCLCIiIiIiIiIidqAgi4iIiIiIiIiIHSjIIiIiIiIiIiJiBwqyiIiIiIiIiIjYgYIsIiIiIiIiIiJ28P8ACJIlL6uYbF4AAAAASUVORK5CYII=\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "counts = df[\"sentiment\"].value_counts()\n", + "plt.bar(range(len(counts)), counts)\n", + "plt.xticks([0, 1, 2, 3], ['Pro', 'News', 'Neutral', 'Anti'])\n", + "\n", + "\n", + "plt.ylabel(\"Total per class\")\n", + "plt.xlabel(\"Sentiment Classes\")\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 77, + "id": "4785a48f", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Plot the distribution of the length tweets for each class using a box plot\n", + "sns.boxplot(x=df['sentiment'], y=df['length'], data=df)\n", + "plt.title('Tweet length for each class')\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 78, + "id": "cdaa3662", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Plot the proportion of tweets per class\n", + "plot1 = plt.figure(figsize=(15,5))\n", + "names = ['Pro','News','Neutral','Anti']\n", + "perc = df['sentiment'].replace({-1: 'Anti',0:'Neutral',1:'Pro',2:'News'}).value_counts()\n", + "perc.name = ''\n", + "perc.plot(kind='pie', labels=names, autopct='%1.1f%%')\n", + "plt.title('Proportion of tweets in each class',fontsize = 16)\n", + "plt.figtext(0.12, 0.1, 'figure 1: Percentage of tweets that are classified as either Anti, Pro, Neutral and News',\n", + " horizontalalignment='left',fontsize = 14,style='italic')\n", + "plt.legend(df['sentiment'].replace({-1: 'Anti: Does not believe in man-made climate change',\n", + " 0:'Neutral: Neither believes nor refutes man-made climate change',\n", + " 1:'Pro:Believe in man-made climate change',\n", + " 2:'News: Factual News about climate change'}).value_counts().index,\n", + " bbox_to_anchor=(2.3,0.7), loc=\"right\")\n", + "\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "id": "48e33144", + "metadata": {}, + "source": [ + "The Pro climate change is the majority class accounting for about 54% of the data set and 46% being shared amongst the remaining classes. To deal with unbalanced data one can apply resampling to the classes, by adjusting the number of observations in the classes .Below is a function to deal with the uneven distribution of class labels. The function will modify the number of observations for the classes we need to resample." + ] + }, + { + "cell_type": "code", + "execution_count": 79, + "id": "0122722a", + "metadata": {}, + "outputs": [], + "source": [ + "# Create resampling function\n", + "def resampling(df, class1, class2):\n", + " \"\"\" A function takes in a dataframe, a class to be resampled, and a class \n", + " thats observations are to be matched with.\n", + "\n", + " Parameters\n", + " ----------\n", + " df: Dataframe to be resampled.\n", + " class1: Integer of the class that is to be resampled.\n", + " class2: Integer of the class whose length is used to resample class1.\n", + "\n", + " Returns\n", + " -------\n", + " df_resampled: Resampled dataframe.\n", + " \"\"\"\n", + " \n", + " df_class1= df[df.sentiment==class1]\n", + " df_class2 = df[df.sentiment==class2]\n", + " df_new= df[df.sentiment!=class1]\n", + " resampled = resample(df_class1, replace=True, n_samples=len(df_class2.sentiment), random_state=50)\n", + " df_resampled = pd.concat([resampled, df_new]) \n", + " return df_resampled" + ] + }, + { + "cell_type": "code", + "execution_count": 80, + "id": "a3ecc57c", + "metadata": {}, + "outputs": [], + "source": [ + "# Create a resampled dataset from our clean dataset\n", + "df_resample = resampling(df_train, -1, 2)" + ] + }, + { + "cell_type": "code", + "execution_count": 81, + "id": "5f4e7041", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "plot2 = plt.figure(figsize=(15,5))\n", + "names = ['Pro','News','Neutral','Anti']\n", + "perc = df_resample['sentiment'].replace({-1: 'Anti',0:'Neutral',1:'Pro',2:'News'}).value_counts()\n", + "perc.name = ''\n", + "perc.plot(kind='pie', labels=names, autopct='%1.1f%%')\n", + "plt.title('Proportion of tweets in each class: Resampled dataset',fontsize = 16)\n", + "plt.figtext(0.12, 0.1, 'figure 2: Percentage of tweets that are classified as either Anti, Pro, Neutral and News (Resampled)',\n", + " horizontalalignment='left',fontsize = 14,style='italic')\n", + "plt.legend(df['sentiment'].replace({-1: 'Anti: Does not believe in man-made climate change',\n", + " 0:'Neutral: Neither believes nor refutes man-made climate change',\n", + " 1:'Pro:Believe in man-made climate change',\n", + " 2:'News: Factual News about climate change'}).value_counts().index,\n", + " bbox_to_anchor=(2.3,0.7), loc=\"right\")\n", + "\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "id": "2a4962ec", + "metadata": {}, + "source": [ + "## Generate Word cloud\n", + "We will look at the most common words found in the tweets for each class." + ] + }, + { + "cell_type": "code", + "execution_count": 82, + "id": "535e1c90", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Plot pro and anti wordclouds next to one another for comparisson\n", + "f, axarr = plt.subplots(2,2, figsize=(35,25))\n", + "axarr[0,0].imshow(pro_wordcloud, interpolation=\"bilinear\")\n", + "axarr[0,1].imshow(anti_wordcloud, interpolation=\"bilinear\")\n", + "axarr[1,0].imshow(neutral_wordcloud, interpolation=\"bilinear\")\n", + "axarr[1,1].imshow(news_wordcloud, interpolation=\"bilinear\")\n", + "\n", + "# Remove the ticks on the x and y axes\n", + "for ax in f.axes:\n", + " plt.sca(ax)\n", + " plt.axis('off')\n", + "\n", + "axarr[0,0].set_title('Words in Pro climate change tweets\\n', fontsize=35)\n", + "axarr[0,1].set_title('Words in Anti climate change tweets\\n', fontsize=35)\n", + "axarr[1,0].set_title('Words in Neutral tweets\\n', fontsize=35)\n", + "axarr[1,1].set_title('Words News tweets\\n', fontsize=35)\n", + "#plt.tight_layout()\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 83, + "id": "e406a0fb", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "iVBORw0KGgoAAAANSUhEUgAABN4AAANOCAYAAADOMMHrAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMiwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy8qNh9FAAAACXBIWXMAAA9hAAAPYQGoP6dpAAEAAElEQVR4nOzdd3xO5+P/8VcmiYiIWdQoEjMSI0GVllixWrXVLC3VKi0fSqv2KG212iqlqNqzds1SWyixV+0RJEQiIev8/sjvPt/ckhAjUvJ+Ph4ejzrnOudc51wnt97vXMPGMAwDEREREREREREReaps07sCIiIiIiIiIiIiLyIFbyIiIiIiIiIiImlAwZuIiIiIiIiIiEgaUPAmIiIiIiIiIiKSBhS8iYiIiIiIiIiIpAEFbyIiIiIiIiIiImlAwZuIiIiIiIiIiEgaUPAmIiIiIiIiIiKSBhS8iYiIiIiIiIiIpAEFbyIiIv8Rnp6e5h8/Pz9iYmJSddz8+fOtjj19+nQa1/ThIiIimDx5cnpX4z+tZs2aeHp6Mm7cuPSuimnx4sVW79L9f8qUKUOFChUICAigf//+bN++Pb2r/FRMmDABT09PXn311VRt/y87cuQIq1evTu9qPNDz+Fz/i/6LnyEpadeuHZ6envTu3fuxjo+OjmbSpElER0c/5ZqJiKQ9BW8iIiL/Qbdu3WLHjh2pKrty5co0rs2j2b59O3Xq1GHGjBnpXRV5AtmzZydnzpxWf1xdXYmPj+f06dMsWbKETp068dlnnxEfH5/e1RVg5MiRvP322xw+fDi9qyLy1Bw7doyAgAC++eYbDMNI7+qIiDwy+/SugIiIiFizsbHBMAxWr15N9erVH1j2+vXr7Nmz5xnVLHX27t1LSEgIOXPmTO+qyBNYuHAhBQoUSHbfmTNnGD58OFu3bjV7yXXs2PHZVvAZyJ49O0WKFMHd3T29q5Iq69evVwgqL5wjR45w4cKF9K6GiMhjU483ERGR/xhvb28ANmzY8NDhpqtXryYuLo5ChQo9g5qJJChSpAg//fSTGcxNnTr1hQx83nnnHdasWcPs2bPTuyoiIiLynFLwJiIi8h9Tq1YtHB0dCQsLe+gcWqtWrQKgQYMGz6JqIqZMmTLRuHFjAK5du8bZs2fTt0IiIiIi/0EaaioiIvIf4+LiQvXq1Vm/fj2rV6+mRo0ayZa7dOkS+/fvJ1euXPj6+vLTTz+leM74+HhWrlzJ0qVLOXToEHfu3CFbtmx4eXnRrFkzatWqlexxd+7cYfbs2axfv56TJ08SHR1N9uzZ8fLyonHjxtSpUwcbGxsAdu3aRfv27c1jb9y4gaenJ5DQey+lYYsWluOzZs1KYGAgq1evZvr06Zw4cYJMmTJRtGhRWrVqRYMGDbC1Tf53hxEREcyZM4e1a9dy+vRpYmJiyJUrF35+fnTo0IESJUokOaZ///4sWbKE9u3b07t3b3788UfWrFnDtWvXyJUrFxUrVuTdd9817yWxdu3asXv3bgICAvj222+TrdOrr77KjRs3+PDDD/noo48e+Aws4uPj+fPPP1m9ejUHDx4kNDQUwzDInj075cqVo3nz5rz22mtJjrPUcdmyZWzatInff/+d27dv89JLL9G3b1/8/f1Tdf3Uyps3r/nfYWFh5n/XrFmTS5cu8fPPP3P9+nUmTZpEcHAwuXPnpmvXrrRu3dosu3fvXmbPnk1gYCAhISE4OztTrFgxAgICaNGiBY6Ojo9Vt3///Zc5c+awdetWrly5go2NDcWKFaNBgwa0adMmVeedMGECP/zwAzlz5mTbtm1JtgcEBDBu3DjmzJnDokWLOHPmDI6OjpQsWZL33nvPXDxg06ZNTJs2jSNHjhATE0Px4sXp1KlTioF5aGgoc+fOZevWrZw5c4bw8HAyZcpEvnz5ePXVV2nfvj358uUzy1veYYtffvmFX375BV9fX2bOnGl17qCgIH777TcCAwO5ceOG+bzr1atHy5YtyZQp0yM9Z4vHfd7x8fEsWrSIhQsXcvLkSQAKFy5M48aNeeedd7C3T/7ryoEDB1iwYAF79+7l2rVr3Lt3j6xZs+Lp6Um9evV4++23cXBwsDrG8vP6xRdf8OabbzJ58mTWrVvHpUuXyJw5M2XKlKFNmzYP/DnZuHEjs2bN4vjx44SHh1OwYEEaNWpEx44d6d69O1u3bmXUqFE0bdo0ybHbtm1j7ty5/PPPP9y6dYssWbJQqlQpGjduTOPGjbGzs0vt407C8nP2119/cfXqVbJly0a5cuXo1KkTlSpVSvaY6Oho/vjjDzZs2MCRI0e4efMmdnZ25MiRgwoVKtCmTRuzB3ZihmGwfPlyli9fzsGDB4mIiMDFxYXixYtTq1YtWrZsiZOTU4p1jYiIYMqUKaxdu5aLFy/i5OREqVKlaNu2rdWzv3jxYpJ/m7y8vAD47bff8PPzM7efPn2aOXPmsHv3bq5cuUJkZCQuLi688sor+Pv707p1a5ydnZOtz7Fjx5g6dSr79u3j2rVr5MyZkzfeeIMPPviAxYsX8/XXX/PWW28xevRoq+P27t3LnDlz2Lt3L9evXydz5szkz5+fatWq0b59e/LkyZPiMxCRjEXBm4iIyH9QQEAA69evZ8OGDURHRyf7pXXlypUYhkFAQECKQRRAeHg4H3zwAbt37wbA1taWrFmzEhISwsaNG9m4cSN169Zl7NixVl+6w8LCaNOmDadOnQLA3t4eZ2dnrl27xvr161m/fj1169blu+++w8bGBgcHB3LmzElkZCSRkZHY2tqac2M96hfKiRMnMn78eCAhiAwPDycwMJDAwEDWrl3L119/neSZHDt2jA8++IBLly4B4ODgQObMmbl06RKLFy9m6dKlfPLJJ3Tt2jXZa0ZGRtK2bVuOHDmCnZ0dzs7OXLp0iUuXLrFq1SpGjhxp9vBKSxEREXTv3t1sLxsbG7JmzUpERARXr17l6tWr/Pnnn/Ts2ZMePXoke44JEyawbt06HBwcsLW15dy5cxQrVuyp1/XKlSvmfyc3p9+iRYtYt24ddnZ2ODo6cunSJQoXLmzuHzlypNUiHK6urkRGRrJ371727t3L3Llz+fnnnx8a2t5v/vz5DBs2zFwB0cXFhbt37xIUFERQUBArV65k6tSpuLq6PuIdW4uOjqZz587s3LkTW1tbMmfOTFhYGDt37mT37t38+OOPHDp0iB9//BGALFmycPfuXQ4ePMgnn3xi/owltmfPHj744ANu374NJLzHmTJlIiIighMnTnDixAkWLVrEzJkzzSDZxcWFnDlzEhoaSnx8PM7Ozjg7O5MtWzarc3/33XdWAX2WLFmIiooyn/f8+fOf6fOOjY3lvffe4++//zbrc+fOHQ4fPszhw4fZsmULU6ZMSfL5NmrUKKZPn251H5AQWO7YsYMdO3awdu3aZI8FCA4OpkmTJly8eBEbGxucnZ0JCwtj27ZtbNu2jY8//pgPPvjA6pj4+HiGDBnC3LlzgYTPURcXF06cOMHXX3/Nhg0bzF9C3C82NpZBgwaxaNEic5vlZ3r79u1s376dRYsW8cMPP+Dm5paKJ27t6NGjNGzYkFu3buHg4ICdnR03btxgw4YNbNq0iZEjR/LWW28leQZdunThxIkTVvcTHh7OxYsXuXjxIsuXL0/22D59+rBixQrg/z6fwsLC2L17N7t372b+/PnMnDmTHDlyJKnr5cuXzWdvZ2dHpkyZuHXrlvkcEn+u2dnZkTNnTu7evUtERATwf58ziUPV6dOnM2bMGHO4u5OTE/b29ty6dYt9+/axb98+li5dyrx585KEb0uXLmXgwIHExsYCCZ9BwcHBzJo1izVr1lC1atVkn/mcOXMYMmSIudiD5Wf72LFjHDt2jDlz5vDLL79QoUKFhzWfiGQEhoiIiPwneHh4GB4eHsbs2bONO3fuGOXKlTM8PDyMjRs3Jlu+SZMmhoeHh3HgwAFj586d5vGnTp2yKteuXTvDw8PDKF26tDFt2jQjPDzcMAzDuHnzpjF+/HijRIkShoeHh9G3b1+r44YPH254eHgYr7/+urFnzx4jPj7eMAzDuHXrljFq1CjzeitXrrQ67vvvvzc8PDyMqlWrPtL9W+6hRIkShqenp/H2228bR48eNQzDMMLDw40JEyYYnp6ehoeHh/HVV19ZHXv9+nXj1VdfNTw8PIzq1asb69atM2JiYgzDMIyzZ88aPXr0MOu7YMECq2P79etneHh4GCVLljTPHRYWZhiGYZw6dcpo3bq1uf/YsWNWx77zzjuGh4eH0atXrxTvq2rVqoaHh4fx/fffW21/4403DA8PD2Ps2LFW27/44gvDw8PDKFu2rLFo0SLj7t27hmEYRnR0tLF9+3ajfv36Zn2uXbtmdazlHj08PIwvvvjCiIyMNOLi4ow9e/Y88NlbLFq0yDz+woULDywbHh5u1KhRw/Dw8DDq1KmT7L15eHgY3bp1M27dumXEx8dbvUcTJkwwywwcONC4evWqYRiGce/ePWPp0qVGpUqVDA8PD6N+/fpGREREqupvGIaxfft287zvvfee+fMQHR1tLFmyxChbtmyS9z2ld/Zh2z09PY0SJUoYP/30k1nH/fv3G1WqVDE8PDyMihUrGh4eHsbnn39uXL9+3TCMhPcxICDA8PDwMCpXrmzExcWZ5719+7b5vjRt2tQ4ePCg+bzCwsKMX3/91ShVqpR5b/dL6Z0yDMOYMWOG4eHhYZQpU8YYP368+e7ExsYaW7duNd+rgIAA851L6+dt+TNq1Cjjxo0bhmEYxrVr14yPPvrI3LdixQqr661YscLcN3r0aCMkJMQwDMOIj483Tp06Zbz//vvm/tWrV1sda/l5LVGihOHr62vMnz/fuHPnjmEYhnH8+HGjYcOGhoeHh1GqVCnjypUrVsdOmTLFPO+4cePMz4grV64Yn3zyidX9LFq0yOrYkSNHGh4eHkaFChWMadOmGbdu3TIMI+FdX7NmjVGtWjXDw8PDaN++vdneqZH456xKlSrG6tWrjZiYGCMuLs7YvXu3Ub16dcPDw8MoX768ce/ePatjO3fubHh4eBi+vr5Wn5d379411q5da9apUqVKVseuW7fO/Pdk0aJF5r7o6Ghj0aJFRpkyZQwPDw9j0KBByT57Dw8Pw9vb25g7d675nh09etR89iVLlkzy7BN/Lt3/bu7bt8/8d6Fv377GpUuXzH0XL140+vfvbx47ZcoUq2MPHDhgHvvee+8Z58+fNwwj4bNt0qRJ5r8JHh4eRr9+/czjrl+/bpQuXdp8d0NDQw3DMMzPOEu71K9fP5UtKSIvOs3xJiIi8h/k7OzM66+/DiQsoHC/f//9l6NHj1KwYEFz6E1y1q5dy65duwD46quv6NixIy4uLgC4ubnx8ccf069fPwD++OMP/vnnH/PYHTt2ANChQwcqVqxo9ubIli0b/fv3p3z58ri4uHDs2LEnv+FE4uPjKViwINOnT7fq0fPhhx/SrVs3AGbMmEFwcLB5jGVIY5YsWZg5cyb+/v7mELVChQoxYcIEc8jS2LFjuXPnTpLrxsXF0bVrV/r27Wv2zClatChTp06lcOHCxMXF8c033zzVe73fnTt3WLp0KQA9e/akadOmZi9EBwcHqlSpwrBhw8z6HjhwINnzvPTSSwwaNAgnJydsbW2pWLHiU6vjvXv32L59Ox06dDB7vH388cfJlnVycmL06NFky5YNGxsb8z0KDg5m8uTJALRu3Zrhw4ebw7IcHR1p0qQJU6ZMwd7entOnT/P777+nun4jR44EwNfXl4kTJ1K0aFEg4fm9+eab5vu+fPlyrl279ngP4f8zDIN3332X7t27m72uypUrxzvvvAPA7du38ff3Z9iwYWZPnUKFCtGzZ08goYfWmTNnzPOtXr2aGzdu4ODgwE8//USZMmXMnztXV1c6depk9j7at29fqusZFhZmDoUeOXIkH3/8Mbly5QISehW9+uqrzJgxAzc3N06dOsW8efNSfe4nfd6dO3emf//+Zu+oXLlyMXr0aLJnzw7A1q1brcpbhs7WqFGDfv36mb1qbWxsKFq0KN9++635GZfSM4qPj2f8+PE0b97c7AHl4eFh3ktsbKzV0OLw8HCz12LXrl359NNPzc+IvHnz8vXXX1OnTp1kr3XmzBl+++03ACZNmkTHjh3NnoiOjo7UrVuXqVOn4uDgwM6dO9m4cWOy53kQOzs7pk6dSr169bC3t8fW1pZKlSqZzz4iIoL9+/eb5c+dO2c+18GDB1t9XmbKlInatWvTt29fIOHd+ffff81jLfOOVq9enaZNm5o9jx0cHGjatCmdO3cmU6ZMVsfc75tvvrEa1lyiRAlGjBgBJHyuWf7tSY3ff/8dwzDw8PBg9OjRVkOw8+fPz4gRI8xetve/D2PGjMEwDMqXL89PP/3Eyy+/DCT8e/Pee+/Rv3//ZK8ZGBhITEwMrq6u9O/f33xXLZ9xw4cPx87Ojrt371r9OyUiGZeGmoqIiPxHBQQEsHr1ajZu3JhkuOnKlSuBhy+qYClXsmRJAgICki3Trl07pk2bxtWrV/njjz/w8fEB/m/41oYNG2jatGmSYWIzZsx47Pm3HuaDDz4wvzwn1qVLF3799Vfu3bvHxo0bad26NYZhmOFk8+bNKViwYJLjbGxs6NOnDxs2bODWrVts3rw5yfPIkiVLkuFlkBAede7cmUGDBrFt2zZzPqO04ODgwG+//cbFixeTncMNsJprLrkAEaBKlSopzo2VWs2aNUsyRDg2Npbw8HDi4uKAhOf60UcfpfhulS1bNslwR4D169dz7949HBwczBDqfl5eXtStW5eVK1fyxx9/8P777z+0zv/++685dK5bt27JDjN88803CQ4OpmDBgk/8jIBk5/JK3Eb3D9MDzHAK4ObNm+Z/v/HGG0ybNo179+6lOD+Uh4cHkHLbJ2ft2rXmnFcpfWbkypWL2rVrs2DBAtauXWs1X2NKnsbzvn+oLST84qF06dJs3bo1SVg3ePBgLly4QJEiRZKtk5OTEwULFuTIkSMpPqP8+fNTpUqVJNvLlCmDo6Mj0dHRhISEmNs3bdrEnTt3yJQpU4rvYe/evVm7dm2S7UuXLiU+Ph4PD48Uhx16eHhQqVIltm/fztq1a1OcczMl5cuXp2TJkkm2Jw7cEz/HnDlzMmvWLC5dukTt2rVTrJOFZZgn/N+/CwcOHOD06dNW7zLARx99RK9evVIcdpsvXz7eeOONJNvLli1LpkyZuHfv3iMF4h9++CENGjQgZ86cyb5/tra2FC9enLNnz1q9D8HBwezduxdI+PcmuekQ2rZty9SpU7l69arVdsszCA8P588//6Ru3bpW+6tUqUJQUNBT+XwRkReDPg1ERET+o2rUqEGWLFkIDw/n77//tvoyZlnNtGHDhg88R1BQEECK89RAQm8JPz8//vjjD7M8wNtvv83+/fvZvXs3NWrUoHLlyrz66qtUqVKFokWLplnoBlCtWrVkt7u4uFCyZEn2799PUFAQrVu35uLFi9y4cQN48H2+8sorvPTSS1y5coWDBw8mCYvKly+f4uTblsnJY2JiOHr0aIqTlT8pR0dHvL29rSY0j42N5cqVK5w9e5bjx48TGBho7rPMaXS/lEKJR5E4ELJwcHDA1dWVAgUK4O3tTbNmzZJdsOJh9bC8ZyVKlDB7LCWnatWqrFy5ktOnT6cq8Dx48CCQ8GU7pZAjS5YsfPLJJw88T2rZ29vzyiuvJNmeuJ7JzZeWOXNm878tISYkhF+WnmgWERERXLx4kX///ZfDhw+zYcOGJMc9jKUna2RkZIqBrmU/YC5y8DBP+rwzZcpk9jK6n6WHYOLQBxLemcTvnGEYXLt2jQsXLnDy5EkOHDhgrrCb0s/H/WGRhY2NDS4uLoSGhprz1QHmz1ypUqXImjVrsse+8sor5M2bN0lIY+lpdubMGXOxjeRY7jO1zz6xlO4n8bt0f3hWsWJFq2AuOjqaixcvmp8ziVfUTvwcGzduzLRp07hx4waNGjXC29ubqlWrUrVqVby8vB4aNj3o2efIkYPLly8nafMHKVKkSJLPmZCQEM6fP8/p06cJCgpiz549gPXPTGBgIIZhmL0Dk2NnZ4evry/Lli2z2u7n50eBAgW4ePEiPXv2pGjRorz22mtUqVKFSpUqkSVLFoVuImJFnwgiIiL/UZkyZaJWrVosW7aM1atXm8Hb0aNH+ffff/H09HzohPmhoaEAD11dzbI/cdjSokULbt68yY8//khkZKS5EAMk9FqoVasWbdq0STZ4eBKOjo7JTtRvYdlnCdsS1zk193nlyhXzuSSWeIjS/RJ/gb1+/foDr/E0HDx4kHnz5hEYGMiFCxfMib8Bq14dxv+f2Pt+lh4ZTyI1K9E+TEpB2aO+l5DQzg8L3iy9lLJmzWoVbqWV1PR8vH9lzYeJjY1l+fLlrFq1isOHD1v1vAIeuJBKSizvbHx8vPlz8yCJV6h9kCd93g96fpYeU8m945bJ77du3crp06e5e/eu1X7LM3qcn4/kjrX0wLo/FL1fcsGb5dnHxMQ81WefWErPMXGvs+SexY4dO1i0aBH//PMPly9ftgrYUvqcKV68OD/88AOff/45169fNxfmmDBhAlmzZqV69eo0b9482R6FD6pr4vqm1G4puX37NrNnz+avv/7ixIkTSXo6JvczY2lTV1fXB767iVdutnB0dGTKlCn06dOHQ4cOcfr0aU6fPs306dNxcHCgUqVKNGzYkCZNmiiAExFAwZuIiMh/WkBAAMuWLbMabmpZTe5hvd0g9V9gLF+47h8e9P7779OiRQvWr1/P5s2b2b17N2FhYVy+fJmZM2cyZ84cRo0a9VRX+3zYCqiWe7IEGin1aklOSvf5sOsmfo6P2tPvUXomAfzyyy98/fXX5jXz5MlDsWLFKFasGGXLlqV8+fLUrFnzged4nHAmLaRUj9S2WeJyKQ1dSyxxQPksPO0v1REREXTp0sXsoebg4EDx4sV55ZVX8PT0pHz58pw8edKcDyu1LM/R29v7keZve5gnfd6padP77dixgx49epjhSrZs2ShVqhRFixalVKlSVK5cmf79+6c4/+HjXDcmJgZ4+Hub3Oet5ZgGDRqk2RyRj/MchwwZwuzZs83j8+XLR7FixShevDjlypUjd+7ctGzZMtljX3/9dTZu3MiWLVvYuHEjO3fu5NKlS4SHh7Ny5UpWrlxJ69atGTx48FOp64McO3aMLl26mAGns7MzXl5eFC1alJIlS1KpUiUmT56cZK7UJ2lTSOhpt2jRIvbu3cuGDRvYvn07x44dIyYmxlyhdd68efz6669pNjWBiDw/FLyJiIj8h1WrVo1s2bIRFhbGli1b8Pf3Z/Xq1djY2Dx0fjcAd3d3rly5kqQXxv0s+5Mb9pc9e3aaN29O8+bNiY+P59ixY2zatIkZM2YQFhbG0KFDqVWr1lPpZQUQFRXFnTt3UjyfZbLq3LlzA5iTslvu40FDHy2LASR3n/f3LErumomvm9iDvrw9yrCpoKAgM3QLCAjgf//7Hy+99FKq6/m8sLRZat9LSL7N7meZ5Dw8PJx79+6Zk7ff7+zZs2TPnj3Z+efS09dff80///yDg4MDX375JY0aNUrSG+fQoUOPfF7Lc7G8/0/Ls37eUVFRfPLJJ9y5cwdPT09GjBhB2bJlk5R7lJ+51LD0dHtYb9fkerRlz56dM2fOPPVn/yRWr15thm7t2rXjgw8+SPLzlXjageQ4Ojri7++Pv78/ABcvXuTvv/9m5syZnD59mjlz5tCwYcOnurBLcvr06cP169d56aWXGD16NL6+vkkC/+Tm+ks8lDkqKgonJ6dkz/+wXooVKlQwh1nfunWLnTt3smDBArZu3cqBAweYMWMGPXr0eJxbE5EXyH/j16EiIiKSLAcHB/OLzZ9//smBAwe4dOkS3t7e5M+f/6HHW1Y8fdAqcbGxsebKp5bQKjQ0lFmzZjFkyBCria5tbW0pVaoUPXr0YNSoUUDCl+4HrWD3OFJajfDWrVscP34c+L951woUKGAGAInnJbrfqVOnzC/OyYVz//zzT4oBmuX5uLi4WB1r6f2W0hf98+fPmz0rUmPNmjUYhoGzszOjR49OEroB5mT28OhDsv4rLO/l8ePHkx32a2Fpz0KFCqU4/15ipUuXBhKC0MSrOCYWHR3NW2+9ha+vL3PmzHnEmqetNWvWANCkSROaN2+e7BC4x2l/SzgVHBxsdfz9evbsScOGDc2Vcx/mWT/v3bt3m+/LoEGDkg3dIiMjuXDhAvD0fj4scy4eO3YsxZ/1y5cvc+nSpSTbLXU8dOhQsvMmWurZqlUrmjRpwsSJE59KnR/E8p4VKlSIzz//PNlQ2/I5a6mfxeLFi/nqq6+S/JtSoEABWrduzaxZs8zeyA/qdfg0nDp1ypwTr3fv3lSuXDnZXraWdz7xfVjaND4+/oErBFsWYEhs27ZtTJgwwQwvLdzc3KhXrx5TpkwxfzYeFmCKSMag4E1EROQ/zrIIwKZNm1i+fDmQumGm8H+rnh49etRckOF+M2fONAOpevXqmdtHjBjB7Nmz+eOPP5I9LvGXGDc3N/O/LV98HnWIZWKTJ09ONgSbNGkSMTExuLi48PrrrwNY9f5buHAh58+fT7aulmFeTk5O1KhRI0mZa9eusWTJkiTbIyIi+PXXXwGoU6eO1VBTyxxkhw4d4t69e0mOfdRhfZaeGfHx8ckOyYqJieG7774z//6sh1Y+LXXq1MHBwYGYmBi+//77ZMsEBQWxfv16wPq9fJCSJUuaE61PmTIl2TLLli0jMjISW1vbFBfxSC+W9k8pMDp8+LDVkLn7Q92Ufvbq1atnhiHjxo1L9mdrz549rF27lpMnT6Yq1Idn/7xTs5LrhAkTzIURntbPR7169cicOTP37t1j2rRpyZb5+eefk91uGYYfHR3Nt99+m2yZP/74g3/++Ydjx4499Tkzk/Ow9yw8PJzJkyebf0/8HKdPn87UqVPNz8T72djYmO/X0+pRmjhMS/xuJ34fUrqXWbNmmT1nE9/HK6+8Yv4CYNKkScn+TKxcuTLZf082bdrEDz/8wI8//phsEGtjY2PW57/Wq1ZE0oeCNxERkf+4KlWq4O7uTnh4OHPnzsXOzo769eun6tjatWvj6+sLQL9+/Zg+fbr5ZeXWrVt8//33fPXVV0BCSGf5Yuzu7m5e47vvvuO3334zv2DExsayZcsWs1dMhQoVrFYmtHzRCAsLM1cXfFS7d++mV69e5vCs27dvM3bsWPPL3ieffGI1FPX9998nR44c3Llzh3bt2rFhwwbzS9b58+fp2bOnuRpk//79U/wyNHjwYGbPnm1+cT927BgdO3bk0qVLZM2alV69elmVtwR4t27dom/fvuYw0NDQUMaNG8fUqVMfaXJ9Hx8fAO7evctnn31mni8uLo4dO3bQpk0bc/4vSBh69zzKnTs3Xbt2BWDOnDl88cUX5nDe6Oholi1bRpcuXYiNjaVw4cK89957qTqvjY0Nffr0AWDLli188sknZi+ke/fusXDhQnN+tLfffjvFFTXTi6UXzrJly1i6dKn5DoeFhfH777/Tvn17q7Dt/kUFXF1dAThy5IhVyJAnTx7ef/99ADZv3swHH3zAmTNngITwbtWqVXz44YcYhkHBggVp1qxZqur7rJ932bJlzRBm+PDhVr33Tpw4wf/+9z+rQOhp/Xy4ubmZz+/HH39kwoQJhIeHAwk/68OGDbMK2ROH5mXKlOGtt94CEoL4gQMHmkHQ3bt3mT17NoMGDQIS2j/x6tVpxfKenT9/ntGjR5uf7dHR0axfv55mzZpZBU6J37N33nkHSGjvQYMGmZ/RhmFw/PhxPvzwQ+Li4nBxcaF27dpPpb6JP68T96IrXry42RP2+++/Z9++fWbgdeHCBUaOHGnVe/P+9+F///sfNjY27Nq1i48//piLFy8CCe/unDlz+Oyzz8yyidu0VatW2Nvbc+PGDbp168bhw4fN4O769et8+eWXHDlyBMBsexHJ2DTHm4iIyH+cnZ0dderUYe7cucTExFCtWjWrec0exNbWlu+++44PPviAf/75h1GjRvHVV1+RNWtWbt++bX5ZqF+/PsOHD7c6duDAgRw/ftyczH3EiBFkzZqVyMhIs9fByy+/zLhx46yO8/b2Nns91KtXjyxZsvDLL79Qvnz5VN+zn58ff/75J2vXrsXV1ZWIiAjzml26dKFNmzZW5XPnzs3kyZPp3r07V69e5YMPPsDR0ZHMmTNz+/ZtIGEi/J49e9KqVatkr/nyyy8THx/PkCFDGDlyJJkzZza/XLu5ufHjjz8mWYWzdu3aVKtWja1bt/Lnn3/y559/kjVrVvO4gIAA4uPjzaFdD9OwYUMWLFhAYGAgK1asYMWKFUmeuY+PD3fu3OHEiRPJDm17Xnz00UfcvHmTOXPmMH/+fObPn0+2bNmIjIw0w6USJUrw/fffP9Lk5P7+/gwYMIDRo0ebE71b3iHL+16tWjU+//zzNLmvJ9GvXz/eeecdIiMj6devHwMGDMDZ2dl8n2xtbWnWrBkLFy4E4NKlS2bYBlC+fHkOHz7Mzp07qVChAgULFjR7yfbo0YOwsDBmzpzJpk2b2LRpU5J3K1euXEyZMsXqnA/zLJ/3yy+/TNeuXZk0aRJHjx6lUaNGODs7ExcXZ/Y4zZMnDyVKlGDz5s1P9efj/fff59SpU6xcuZIffviBiRMnkjVrVsLCwjAMg1dffZV9+/YRFRWVJGwfPHgwkZGR/PnnnyxcuJCFCxcmeUZFixZl4sSJz2QVzA4dOrBy5Ur+/fdfpk2bxrRp05LU54033uDQoUNcv37dDKQAmjdvzs6dO1m5ciXz5s1j3rx5ODs7Exsba/7CwtnZme++++6p9fYqXbo0mTJl4t69e3Ts2JGsWbMyePBgGjZsSL9+/fjyyy+5dOkSrVu3JlOmTNja2pohm6urK1WrVmXNmjVcuXKF+Ph4M7ytVKkSAwcOZMSIEaxdu9b89yYqKoqYmBjy589PtmzZOHLkiFWbFitWjAEDBjBs2DD27NlD06ZNcXBwwMHBgcjISCAhqOvZs2eKq7uKSMaiHm8iIiLPActwUyBViyok5u7uzu+//86oUaOoUqUKWbNm5c6dO+TNm5e6desyefJkxo8fn2QOLXd3dxYuXEi/fv0oX768GYpkzZoVHx8f+vXrx4oVK8iXL5/VcWXKlGHkyJEUKVIEe3t7HBwcrBYnSI0vv/yS4cOHU7JkSe7evYu7uzv+/v789ttv9O3bN9lhmGXKlGHlypV8/PHHlC5dGgcHB6KjoylcuDCtW7dm8eLFZq+VlJ7TwoULadu2Le7u7kRHR1OkSBG6dOnCsmXLkp0k3NbWlkmTJjFo0CC8vLxwdnYmPj4eHx8fRo8ezbfffvtIK4za29szbdo0evXqhYeHB5kzZzbvv1q1aowZM4ZZs2ZRp04dAKuefc8bW1tbBg8ezIwZM6hXrx65c+cmMjISV1dXfH19GTZsGAsWLKBQoUKPfO4OHTqwZMkSmjZtSv78+YmKisLZ2ZmKFSsycuRIpkyZkuz8aemtdOnSLFq0iMaNG5MnTx5sbGyIjY2lSJEiNGvWjEWLFjFixAhzKOj9gW7v3r1p3rw52bNnJy4ujsjISDMMsbW15fPPP2f27Nk0bNiQfPnyce/ePRwcHPD09KR79+6sWLHiP/+8P/nkE77++msqVqyIi4sL9+7dI3PmzHh7e/Ppp5+yYsUK3n33XSBhnrLH7XV7Pzs7O7755hvGjh2Lr68vWbJkITIykuLFi/PZZ59ZDY+/PyjOnDkz33//PT///DO1a9cmd+7cREVFkTlzZry8vOjbty+LFi1K1QIiT0PWrFmZN28e7777LoULF8bR0ZGoqCjy5MlDrVq1+PHHH/n555/NHtB//vmneayNjQ3ffPMN3377LTVq1CBXrlzExMRgb29P8eLF6dy5M2vWrHmqw7hz587N999/T8mSJc1gzbLoQatWrZgyZQrVqlXDzc2N2NhY7O3tKV26NN26dWPFihX07dsXSOg5unPnTqtzt2vXjrlz51K3bl1y5sxJVFQUuXPnpmPHjixevNj8Jdf9i/20bduW+fPn06RJE15++WVsbW2Ji4sjf/78vPXWW8yfP58PPvjgqT0DEXm+2RjP66y8IiIi8kLZtWsX7du3B2DVqlUULVr0mVy3f//+LFmyhHLlyjF//vxnck0ReX4YhpFs2J9YeHi4Gc4vW7YMT0/PZ1E1SWNvvvkmR48e5fPPP6ddu3bpXR0ReU6px5uIiIiIiEgKdu7cia+vL2+99VaKq/AuXrwYSJiP7Fn90kAeX2xsLD4+PgQEBKS4GvbRo0c5duwYwCNNlSAicj8FbyIiIiIiIikoW7YsMTExHDlyhL59+1ot6nD79m2mT5/O2LFjgYQ5KJ/FPG3yZCzDUU+fPs2gQYPYtm2bOdehZZGJ9957D8MweO211yhdunQ611hEnmf6V0FERERERCQFLi4uDB06lP79+7N161a2bt2Ko6Mjjo6O5oqgAM2aNaNLly7pWFN5FIMGDaJjx45cuHCBzp07Y2dnh4uLC7dv3zZXR/X29mbMmDHpXFMRed4peBMREREREXmARo0aUa5cOWbNmsXOnTu5evUqd+/epUCBApQrV45mzZpRtWrV9K6mPAIPDw/WrFnDwoULWbt2LZcuXeLmzZvkypWLYsWK0bBhQ5o0aaIejCLyxLS4goiIiIiIiIiISBrQHG8iIiIiIiIiIiJpQMGbiIiIiIiIiIhIGtCAdZHnTFxcfHpXQZ4xO7uE35Go7TMmtX/GpbbPuNT2GZvaP+NS22dcavvnj62tDTY2Nqkqq+BN5Dlz61Yk8fGamjGjsLW1IUcOF0BtnxGp/TMutX3GpbbP2NT+GZfaPuNS2z+f3N2zYGeXuuBNQ01FRERERERERETSgII3ERERERERERGRNKDgTUREREREREREJA3YGIahAcQizwkjPp57N26ldzXkGbO3T/gdSWysJlvNiNT+GZfaPuNS22dsav+MS22fcWXUtjccHIiITe9aPJ6EOd5S15dNiyuIPE8Mg/BFq9K7FiIiIiIiIiJPJOvbAWDjkN7VSHMaaioiIiIiIiIiIpIGFLyJiIiIiIiIiIikAQVvIiIiIiIiIiIiaUDBm4iIiIiIiIiISBpQ8CYiIiIiIiIiIpIGFLyJiIiIiIiIiIikAQVvIiIiIiIiIiIiaUDBm4iIiIiIiIiISBpQ8CYiIiIiIiIiIpIGFLyJJGIYRnpXQUREREREREReEAreJM1NmDABT09Pvv32W3Pb4sWL8fT0pE+fPulYM2tbt26lc+fO6V0NEREREREREXlB2Kd3BUT+Cy5fvsy7775Lnjx50rsqIiIiIiIiIvKCUPAm6aJ27dqUK1eOrFmzpndVAIiPj0/vKoiIiIiIiIjIC0bBm6SLrFmz/mdCNxERERERERGRtKA53uSJrVu3jk6dOuHn50eFChVo2rQpc+bMITY2NsVjkpvjzbLt999/JzAwkA4dOuDj40OlSpXo1q0bZ86cAWD9+vU0b94cb29vatasyfDhw7lz506Sa5w5c4ZBgwZRt25dvL298fLywt/fn8GDBxMcHGyWmzBhArVq1QIgODgYT09PatasaXWu4OBghg4dSs2aNSlTpgxVq1ald+/enDhx4omenYiIiIiIiIi8uBS8yRMZMmQIH374IXv27KFkyZL4+vpy4cIFBg8eTL9+/R5rldC//vqLdu3acfXqVV599VWcnZ3ZtGkTHTp0YPr06fTo0YO4uDiqVq3KzZs3mTlzJp9++qnVOQIDA3nrrbeYN28eLi4uVK9eHR8fH27cuMGcOXNo1aoVERERAHh6euLv7w+Ak5MTjRo1Mv8OcPToUd58801mzZqFnZ0dr7/+Ovnz52fVqlU0a9aMzZs3P8ETFBEREREREZEXlYaaymNbt24ds2fPJk+ePEybNo2iRYsCEBoaStu2bVmxYgX169d/5PP+/fffdO7cmf/973/Y2NgQERFBgwYNuHr1KqNGjWL48OE0b94cgFOnTtGkSRM2bdrE9evXyZUrF5AQCEZFRTFhwgTq1Kljnvv69eu0bNmSS5cusXHjRho3bkydOnUoVaoU69evx9XVlXHjxpnlY2Ji6NmzJ6Ghofzvf/+jc+fO2NjYALBx40Z69uxJ3759WbNmDe7u7o/9LEVERERERETkxaMeb/LYZs+eDUD//v3N0A3A3d2d3r1788orr3Dx4sVHPq+bmxu9e/c2Ay4XFxfeeOMNAMqVK2eGbgDFihUzr33u3DkA7ty5Q5kyZXj77betQjeAXLlymb3ZUlO3devWcf78eV5//XXeffdds04ANWvWpEWLFoSFhbFw4cJHvk8RERERERERebEpeJPHYhgGe/bswdbW1gzFEqtTpw6rV6+mY8eOj3zuUqVK4ejoaLXN0pusRIkSScq7uroCEB0dDUCWLFkYNWoUI0eOtCp37do1Nm/ezLFjx6zKP8jOnTsBqFKlSrL7a9SoAcCuXbseei4RERERERERyVg01FQey82bN4mJicHd3R0nJ6eneu5s2bIl2WbpaZY9e/YU991v3759LFiwgCNHjnD+/HkiIyOtyqdm/rkrV64AMGrUKEaNGpViuatXrz70XCIiIiIiIiKSsSh4k8cSFxeXZue2t3/y13LIkCHMnj0bOzs7SpQoQb169ShWrBjlypXj77//5ueff07VeeLj4wHw8/Mjd+7cKZbT/G4iIiIiIiIicj8Fb/JY3NzccHBwICwsjLt375I5c2ar/ffu3WPhwoVWc789K7t372b27Nm89NJLTJ06NUkd1qxZk+pzWRZraNSokdXcciIiIiIiIiIiD6M53uSxODg44OXlRVxcHFu3bk2yf+fOnQwdOtRcgOFZ2r9/P5Awz9z9oVtcXJw5b1vioaYpDVetVKkSAJs3b052/6xZs2jSpAk//fTTk1ZbRERERERERF4wCt7ksb3zzjsAjBkzhkuXLpnbQ0NDGTt2LACNGzd+5vWyzAO3Y8cOoqKizO1RUVF88cUXnDx5EkjolWeRKVMmACIjI83hpQABAQHkzp2bdevWMW3aNKuwLigoiPHjx3Ps2DE8PDzS9J5ERERERERE5Pmjoaby2AICAti1axdz584lICAAX19fbG1t2bt3L+Hh4bRs2RJ/f3+OHj36TOtVv359fvjhB06cOIG/vz/e3t5ER0fzzz//EB4eTvHixTl58iQ3btwwj3F3d8fV1ZXbt2/TqlUrChYsyLhx43BycuK7777jvffeY/To0fz+++94enpy69Yt9u3bh2EYtG/fHn9//2d6jyIiIiIiIiLy36fgTZ7IkCFDqFixInPmzCEwMJDY2FiKFi1KixYtaN26dbrUycXFhfnz5/P999+zY8cOtmzZQs6cOSlbtizNmzencuXKVK1ala1btxITE4ODgwO2traMGzeOMWPGcOTIES5cuEBYWBjZsmWjfPnyLF26lF9++YW///6bLVu24Obmhp+fH+3atVPoJiIiIiIiIiLJsjESj50Tkf80Iy6OG5PnpHc1RERERERERJ5I1rcDCLdxSO9qPBZ39yzY2aVu9jbN8SYiIiIiIiIiIpIGFLyJiIiIiIiIiIikAQVvIiIiIiIiIiIiaUDBm4iIiIiIiIiISBpQ8CYiIiIiIiIiIpIGFLyJiIiIiIiIiIikAQVvIiIiIiIiIiIiaUDBm4iIiIiIiIiISBpQ8CYiIiIiIiIiIpIGFLyJiIiIiIiIiIikARvDMIz0roSIpI4RH8+9G7fSuxryjNnbJ/yOJDY2Pp1rIulB7Z9xqe0zLrV9xqb2z7jU9hlXRm17w8GBiNj0rsXjcXfPgp1d6vqy2adxXUTkKbKxteWOnSPx8crLMwpbWxtyuLsAEBYSobbPYNT+GZfaPuNS22dsav+MS22fcWXotn9OQ7dHpaGmIiIiIiIiIiIiaUDBm4iIiIiIiIiISBpQ8CYiIiIiIiIiIpIGFLyJiIiIiIiIiIikAQVvIiIiIiIiIiIiaUDBm4iIiIiIiIiISBpQ8CYiIiIiIiIiIpIGFLyJiIiIiIiIiIikAfv0roCIpJ4RH0+WuDCM9K6IPDM2cRATEg5Alrh4tX0Go/bPuNT2GZfaPmNLs/Z3cCIi1uFpnU1ERB6BgjeR54kRT+iCr9O7FiIiIiLyHMne/FOwUfAmIpIeNNRUREREREREREQkDSh4ExERERERERERSQMK3kRERERERERERNKAgjcREREREREREZE0oOBNREREREREREQkDSh4ExERERERERERSQMK3kRERERERERERNKAgjcREREREREREZE0oOBNREREREREREQkDdindwXSyuLFi/nss8+SbLexscHV1ZWCBQtSt25dOnTogKOj4xNd69atW4wYMYItW7YQGRlJnjx5WLNmDfb26fd4a9asyaVLl1Jd3tfXl5kzZ7Jr1y7at29P+fLlmTNnTprU7eLFi9SqVStVZd966y1Gjx4NgKenJwCHDx9O12ebmOU5r127lkKFCqV3dURERERERETkP+S/kV6koRw5clC1alXz7/Hx8YSFhXHo0CHGjRvHhg0b+O23354ofBsxYgTLli0jR44cvPHGG7i5uaV7MOTv709oaKjVtv3793PhwgU8PDzMEMuiaNGiz7J6pkaNGj1wv4+PzzOqiYiIiIiIiIjI0/XCB29FixZl3LhxSbbfuXOH9957j8DAQH777Te6dOny2NcICgoC4Ntvv8XPz++xz/M0DRgwIMm2/v37c+HCBerUqcNHH32UDrVKKrm2ERERERERERF5EWTYOd6yZMlCjx49AFi/fv0TnSsmJgaAvHnzPnG9RERERERERETkxZBhgzeAPHnyAAm93xKLi4tjzpw5NG/eHB8fH3x8fGjZsiVLlizBMAyzXP/+/fH09DTnUqtTpw6enp7s2rXLLHPy5En69u1LtWrVKFOmDNWqVaNv376cOnUqSX3atWuHp6cnJ06coH379pQtW5Zq1arx559/mmXOnDlDv379eO211yhTpgzVq1dn4MCBjzSfW2r9+++/fPzxx/j5+VGuXDmaNm3K0qVLky179+5dJk+eTOPGjSlXrhwVKlSgffv2bNy48anX636hoaGMGTOGunXrUqZMGXx9fXn33XfZvHlzisf88ccftGnThvLly+Pl5UWjRo2YOHEiUVFRyZbfsWMHnTp1olKlSlSsWJFevXqlyTMXERERERERkRfHCz/U9EEsQ0TLlStnbouJieGDDz5gy5YtuLi44OPjg4ODA7t376Z///7s2rXLnOzfx8eH2NhYNmzYQGRkJLVq1cLZ2ZmcOXMCCT3pevfuTXR0NJ6enlSoUIEzZ86wbNky1q5dy/jx43njjTeS1Oujjz4iIiKCGjVqcOjQIUqXLg3A1q1b+fDDD4mKisLDwwNvb2/Onj3LwoULWb9+PVOnTqVMmTJP5dlcvHiR5s2bkzlzZipWrMi1a9cICgqiX79+hIWF0aFDB7NseHg4HTp04PDhw7i7u+Pn50dMTAyBgYHs2rWLHj160LNnz6dSr/udP3+etm3bcu3aNfLkyUPNmjW5efMmO3bsYOvWrXTv3p1evXqZ5ePj4+nbty8rVqzA0dERX19fnJyc2LNnD+PHj+fPP/9k2rRpZM+e3TxmwYIFDBo0CICKFSvi6urK1q1bCQwMJDo6Ok3uS0RERERERESefxkueIuLi+P27dts27aNUaNG4ebmxvvvv2/u/+mnn9iyZQu+vr589913uLu7A3Djxg26du3KkiVLqFChAs2bN6dly5a0bNmSmjVrEhkZSb9+/cyVLa9fv06fPn2IiYlh5MiRvP322+Y1Fi5cyOeff86nn37K6tWrzZ53Fvfu3WPFihVkz56d+Ph4bG1tCQ0N5ZNPPiE6OppvvvmGBg0amOXnzZvHoEGD6NWrF6tWrXriVVoBrl27Rt26dRk7diyZMmUCYMqUKYwdO5Zff/3VKngbNmwYhw8fpn79+owYMYIsWbIAcPbsWTp16sSPP/5IxYoVrRa5eBoMw6BXr15cu3aNFi1a8MUXX5j3HhQURNeuXZk4cSJeXl7UrFkTgN9//50VK1bw8ssv8+uvv1KwYEEAIiIi+PTTT/nrr78YNGgQEyZMAODKlSsMHz4ce3t7Jk+eTJUqVYCEXnbvvvsuR44cear3JCIiIiIiIiIvjhd+qOnu3bvx9PQ0/5QqVYrKlSvz6aefEhMTw5QpU3j55ZcBiI6OZubMmTg4ODBu3DgzdAPImTMnQ4cOBWDq1KkPve68efOIioqiSZMmVqEbQLNmzXjzzTe5c+cOc+bMSXJskyZNzB5XtrYJTbRw4ULCwsJo1aqVVegG0LJlS15//XUuXLjAunXrHuHppMzOzo6hQ4eaoRtAhw4dsLe35+rVq4SFhQEQHBzMihUryJkzJyNHjjRDN4DChQvTr18/IOVnlrht7v8zffr0B9YxMDCQw4cPU7BgQb788kurwNHLy8u89pQpU8ztM2bMAGD48OFm6Abg4uLCuHHjyJo1K2vXruXcuXMALFmyhLt379KqVSszdANwd3dn5MiRD6yfiIiIiIiIiGRsL3yPtxw5clj1tDIMgzt37nDy5EkuXrxI586d+frrr6levTqHDx8mPDwcT0/PJL3QAMqWLUuOHDk4c+YM169fJ1euXCled8+ePQDUr18/2f0BAQEsWbKE3bt3J9nn6emZZJtl3rjE4U9i1atX56+//mLXrl1JgrnHUbhwYdzc3Ky2OTg4kCNHDoKDg7l9+zbZsmVjz549xMXF4eXlhbOzc5LzvPbaa9ja2rJ3717i4uKws7Oz2t+oUaMU61C0aNEH1tHy7Pz9/bG3T/oq16tXj88//5wDBw4QHR1NSEgIFy9eJHv27FSuXDlJ+axZs/Laa6+xatUqdu/eTaFChcx2rFGjRpLyJUuWpECBAly8ePGB9RQRERERERGRjOmFD96KFi3KuHHjkt23ZMkSBgwYwIcffsjatWu5cuUKAMePH082/ErsypUrDwzerl27BkD+/PmT3V+gQAEgYUjq/VxdXZO9HsCHH374wHpdvXr1gftTK7k6AGbAFR8fb1WvjRs3PvCZRUVFERYWZtWLEEixbVLD8owtz/J+zs7OuLu7c/36dUJDQx/aJonPZWkXyzEprVir4E1EREREREREUvLCB28P8tZbb/Hnn3+yadMm/vjjDzOQyZcvHxUqVHjgsYmHVCbHsvqpjY3NA/cnNx+bZXhpYnFxcQC88cYbuLi4pHjdYsWKPbBeqZVSve9nCeCKFStGyZIln8q1UyvxCrMPK+Po6PjQNrm//MPKAsn2tBMRERERERERgQwevAEUL16cTZs2cfnyZby9vYGE3k1P0hMLIHfu3Jw5c4aLFy8mG4ZZeknlyJEj1ec7e/Ys7du3f+qLFDwJS6+/kiVLPvEze1S5c+cGSLHH2Z07dwgNDcXOzg43Nzfu3r37wPIAFy5cADBXps2TJw8nT57k0qVLybajpUeciIiIiIiIiMj9XvjFFR7m7NmzALz00kuULVuWzJkzc+zYsWQDleDgYOrXr0+nTp24c+fOA89bqVIlAP78889k969atQoAX1/fVNXTcr7Nmzcnu//rr7+madOmLFiwIFXne1os9dqzZw9RUVFJ9h8+fJh69erRs2fPVPVQe5xrb9iwgdjY2CT716xZQ3x8PBUrVsTW1pZ8+fKRP39+bt68mezceuHh4WzdutXq3JaQM7lFKy5cuMCpU6ee2v2IiIiIiIiIyIslQwdva9euZf369Tg4OFC/fn2cnZ1p0aIFkZGR9O3bl5CQELPsnTt3+Oyzz/j3339xdnZ+6FDTFi1a4OzszJIlS1i6dKnVvkWLFvHHH3/g7OzMW2+9laq6tmzZEmdnZ37//XdWrlxptW/Tpk1MmzaNw4cPU6ZMmdTd/FPy8ssvU6tWLa5evcrAgQOJiIgw94WEhDBgwADOnDlD3rx5Uz18NbV8fX0pVaoU586dY9iwYcTExJj7Dh06xFdffQXAO++8Y27v0KEDAJ9//rnZuw0S2rdv375ERETwxhtvmMOO33rrLdzc3Fi0aJFViBoREcGAAQPMobYiIiIiIiIiIvd74Yeanj59mj59+lhti42N5ejRo2Zvt/79+1OoUCEAPv30U44ePcrOnTupXbs2ZcuWxcnJiX/++Ydbt25RuHBhhgwZ8tDr5smThzFjxvDJJ5/Qr18/pk2bRpEiRThz5gzHjh3DycmJsWPHPnCi/5TO98knn/Djjz/yyiuvcOXKFQ4dOgTAZ5999sznWQMYNmwY586dY+XKlWzbto2yZctiY2NDYGAgkZGR+Pj40KtXr6d+XRsbG7755hs6dOjA3Llz+euvvyhXrhy3bt0iMDCQuLg43nvvPerUqWMe065dO/755x9Wr15NgwYNqFSpEk5OTgQGBnLz5k1KlCjByJEjzfLu7u6MHDmSXr160bNnT3x8fMidO7e5mqulTUVERERERERE7vfCB28hISEsX77calumTJnIkycPDRs2pE2bNlYLKWTOnJlff/2VuXPnsmzZMoKCgoCE1SvbtWtH+/btU1zx83516tRh4cKF/PLLL+zatYvTp0+TK1cumjVrRufOnSlatOgj3UudOnVYtGgRU6ZMYefOnfz111/kyJGD119/nc6dO+Pn5/dI53tacuTIwfz585kxYwarV69mz549ODo6UqRIERo3bkyrVq3InDlzmly7SJEiLFmyhF9++YUNGzawceNGXF1dee2112jfvj2vvvqqVXlbW1u+/fZbqlevzoIFC9i3bx8AhQoVokuXLrRr145MmTJZHVOrVi1mz57NxIkT2bt3L8ePH6d8+fL079+fESNGKHgTERERERERkWTZGE974i0RSTNGXCxXfv5feldDRERERJ4j2Zt/SoRN6joPSPqwtbUhRw4XAEJCIoiP19f0jEJt/3xyd8+CnV3qZm/L0HO8iYiIiIiIiIiIpBUFbyIiIiIiIiIiImlAwZuIiIiIiIiIiEgaUPAmIiIiIiIiIiKSBhS8iYiIiIiIiIiIpAEFbyIiIiIiIiIiImlAwZuIiIiIiIiIiEgaUPAmIiIiIiIiIiKSBhS8iYiIiIiIiIiIpAEFbyIiIiIiIiIiImnAPr0rICKPwMYW9+afYqR3PeSZsQHs7BJ+RxIXF6+2z2DU/hmX2j7jUttnbGnW/g5OEPu0TiYiIo9CwZvIc8TG1pY7dtmIj9f/hmcUtrY25MjhAsDtkAi1fQaj9s+41PYZl9o+Y0uz9lfoJiKSbjTUVEREREREREREJA0oeBMREREREREREUkDCt5ERERERERERETSgII3ERERERERERGRNKDgTUREREREREREJA0oeBMREREREREREUkDCt5ERERERERERETSgII3ERERERERERGRNGCf3hUQkdQz4uNwiL+e3tWQZykeIkNDAHCIj0/nysgzp/bPuNT2/xk29lm4G+uU3tUQERGR55SCN5HniGHEc3jJR+ldDRERkQyj9FsTAAVvIiIi8ng01FRERERERERERCQNKHgTERERERERERFJAwreRERERERERERE0oCCNxERERERERERkTSg4E1ERERERERERCQNKHgTERERERERERFJAwreRERERERERERE0oCCNxERERERERERkTSg4C0DMQwjvasgIiIiIiIiIpJhKHh7QhMmTMDT05Nvv/3W3LZ48WI8PT3p06dPOtbM2tatW+ncufMzvWb//v3x9PRkwYIFz/S6IiIiIiIiIiL/BfbpXQFJe5cvX+bdd98lT5486V0VEREREREREZEMQ8FbGqhduzblypUja9as6V0VAOLj49O7CiIiIiIiIiIiGY6CtzSQNWvW/0zoJiIiIiIiIiIi6UNzvD3EunXr6NSpE35+flSoUIGmTZsyZ84cYmNjUzwmuTneLNt+//13AgMD6dChAz4+PlSqVIlu3bpx5swZANavX0/z5s3x9vamZs2aDB8+nDt37iS5xpkzZxg0aBB169bF29sbLy8v/P39GTx4MMHBwWa5CRMmUKtWLQCCg4Px9PSkZs2aVucKDg5m6NCh1KxZkzJlylC1alV69+7NiRMnkr2/6Ohopk+fTtOmTfHx8aFq1ap07NiRrVu3pvhM/vjjD95++23KlSuHn58fH330EadPn05SLjY2lgULFtChQwf8/PwoXbo0vr6+tGvXjhUrViQpX7NmTSpWrEh0dDQTJkygdu3alClThho1ajB8+HBu3ryZ7DVmzJhBo0aNKFeuHK+99hojR44kIiKCUqVKJXk+j/OMRERERERERETU4+0BhgwZwuzZs3FwcKBixYo4OTkRGBjI4MGDCQwMZNy4cY98zr/++osRI0ZQsGBBXn31VQ4ePMimTZs4cuQInTt3ZtSoUZQuXZqqVauyY8cOZs6cycWLF/n555/NcwQGBtKlSxeioqIoU6YMnp6ehIWFceDAAebMmcPmzZtZvnw5Li4ueHp64u/vz/r163FycsLf3x93d3fzXEePHqVz586EhoZSsGBBXn/9dYKDg1m1ahUbNmxgwoQJ1KhRwywfERFB586dOXDgANmyZaNKlSpERUWxe/duduzYwZAhQ2jVqpXVPf/666/8+++/lCpVimrVqnHw4EHWrl3Ljh07WLZsGfny5QMSVl396KOP2LhxI25ubnh5eZEpUyZOnTrF7t272b17N6GhobRv397q/PHx8bz//vvs3r0bb29vihUrxs6dO5k5cyaBgYEsXLgQe3t7s+zHH3/M+vXrcXFx4dVXXyU8PJyZM2eyd+/eZFd+fdRnJCIiIiIiIiICCt5StG7dOmbPnk2ePHmYNm0aRYsWBSA0NJS2bduyYsUK6tev/8jn/fvvv+ncuTP/+9//sLGxISIiggYNGnD16lVGjRrF8OHDad68OQCnTp2iSZMmbNq0ievXr5MrVy4gIRCMiopiwoQJ1KlTxzz39evXadmyJZcuXWLjxo00btyYOnXqUKpUKdavX4+rq6tVWBgTE0PPnj0JDQ3lf//7H507d8bGxgaAjRs30rNnT/r27cuaNWvMsG78+PEcOHCAypUr88MPP5hDaoOCgmjfvj3Dhw+nTp06VuHemTNnGD9+vPm8IiMjad++PQcPHmT+/Pn06tXLfOYbN26kXLlyzJgxAycnJ/MckydP5uuvv+b3339PErzduXOHEydOsGjRIkqUKAHApUuXaNq0KUePHuXvv//mjTfeAGDRokWsX78eT09Pfv31V3LmzAkkhJldu3ZNMh/e4zwjERERERERERHQUNMUzZ49G4D+/fuboRuAu7s7vXv35pVXXuHixYuPfF43Nzd69+5thjcuLi5mKFSuXDkzdAMoVqyYee1z584BCSFTmTJlePvtt61CN4BcuXLh7+8PkKq6rVu3jvPnz/P666/z7rvvmnWChCGcLVq0ICwsjIULFwIJQ0wXLVqEvb09X331ldU8dl5eXrRu3ZrixYsnGX5Zq1Ytq5DS2dmZ1q1bA3D8+HFze0xMDDVr1uTTTz+1Ct0AsxddSvf13nvvmaEbQP78+c0hoydPnjS3z5w5E4Dhw4eboRtAxYoVef/995/4GYmIiIiIiIiIWCh4S4ZhGOzZswdbW1szFEusTp06rF69mo4dOz7yuUuVKoWjo6PVNktPqcTBkYWrqyuQEHoBZMmShVGjRjFy5EircteuXWPz5s0cO3bMqvyD7Ny5E4AqVaoku98yfHLXrl0AHDx4kMjISEqXLk2ePHmSlO/Xrx9LliyhcuXKVtu9vb2TlH3ppZcACA8PN7c1aNCAiRMn4ufnZ26Ljo7m6NGjLF++HIC4uDji4uKSnM/HxyfJtty5cwMQFRUFQEhICMePHydXrlx4eXklKV+3bt0k2x71GYmIiIiIiIiIWGioaTJu3rxJTEwM7u7uSXpePals2bIl2WbpRZU9e/YU991v3759LFiwgCNHjnD+/HkiIyOtyic3V9n9rly5AsCoUaMYNWpUiuWuXr0KJAxlhf8LzVLLEh4mZmdnB5AkRIuIiGD+/Pn8/fffnDlzhuDgYOLj462eQ3L3ltw1Es/rBv93vynVP3/+/Em2PeozEhERERERERGxUPCWjOR6VD0tljDoSVgWfbCzs6NEiRLUq1ePYsWKUa5cOf7++2+rhRgexBJI+fn5mb3DkmPpkfe4z8XWNnUdK0+ePEmHDh0ICQkhR44clClThvr161OyZEl8fX0fuIBBSgFlYpaVaO+fx80iuUDvUZ+RiIiIiIiIiIiFgrdkuLm54eDgQFhYGHfv3iVz5sxW++/du8fChQut5n57Vnbv3s3s2bN56aWXmDp1apI6rFmzJtXnsizW0KhRI6u55R5WPjg4ONn9Z86cYe/evXh5eeHh4ZHqelgMHTqUkJAQunbtyieffGIV2IWFhT3y+e6XN29eIOXeacltf9RnJCIiIiIiIiJioTnekuHg4ICXlxdxcXFs3bo1yf6dO3cydOhQcwGGZ2n//v1Awjxz94ducXFx5pxkiXtvpdQbrFKlSgBs3rw52f2zZs2iSZMm/PTTTwCULl2aTJkycejQIUJDQ5OUX7hwIQMHDmT37t2PdlP/n+Xe3n///SS95LZt22b+d0o91h4mb968FCpUiBs3bnDw4MEk+zdu3Jhk26M+IxERERERERERCwVvKXjnnXcAGDNmDJcuXTK3h4aGMnbsWAAaN278zOtlmQdux44d5qIBkLCAwBdffGGu4Hnv3j1zX6ZMmQCIjIy0Cq0CAgLInTs369atY9q0aVZhXVBQEOPHj+fYsWNm77UsWbLQtGlTYmJiGDhwIHfv3jXLHzx4kFmzZuHk5ETt2rUf694swzU3bNhgtX3Pnj0MGzbM/HtqFo5ISfv27QH48ssvrcLDw4cPJxuePeozEhERERERERGx0FDTFAQEBLBr1y7mzp1LQEAAvr6+2NrasnfvXsLDw2nZsiX+/v4cPXr0mdarfv36/PDDD5w4cQJ/f3+8vb2Jjo7mn3/+ITw8nOLFi3Py5Elu3LhhHuPu7o6rqyu3b9+mVatWFCxYkHHjxuHk5MR3333He++9x+jRo/n999/x9PTk1q1b7Nu3D8MwaN++Pf7+/ua5+vbty6FDh9i4cSM1a9akQoUK3Lp1i7179xIfH8/YsWOTXfE0NTp16sSoUaPo168f8+bNI1euXJw/f56jR4/i5uZGrly5uH79OtevX8fFxeWxrtG6dWs2bdrE1q1bqVOnDn5+fkRFRbFr1y7y5cvH7du3cXBwMMs/zjMSEREREREREQH1eHugIUOGMG7cOEqXLk1gYCDbt2+nQIECfPnllwwZMiRd6uTi4sL8+fNp1qwZmTJlYsuWLZw6dYqyZcvy7bff8ttvv2FjY8PWrVuJiYkBEhY3GDduHEWLFuXIkSNs27bNnDOtfPnyLF26lFatWmEYBlu2bOH8+fP4+fnx448/MnDgQKvrZ8mShd9//53evXvj7u7OX3/9xaFDh/D19eXXX3+lUaNGj31vHTt25JtvvsHLy4uTJ0+yfft24uLiaNeuHcuWLaNevXoAbNq06bGvYWdnx8SJE+nVqxc5cuRg8+bN5qIOX331FUCSUO9Rn5GIiIiIiIiICICNkdxSjiIvqGPHjpE9e/Zke+WtW7eODz/8kICAAL799tt0qN3DxcfFsGvqW+ldDRERkQyj9FsTuEfOZ3Y9W1sbcuRI+CVgSEgE8fH6X/WMRO2fcantMy61/fPJ3T0Ldnap68umHm+SoQwZMoTq1asnWSwhNDSUH374AeCx56gTEREREREREUlMc7xJhtK5c2f279/P+++/j5eXFy+99BLh4eHs27ePqKgoGjduTEBAQHpXU0REREREREReAAreJEOpXbs2c+bM4bfffmP//v0cPXoUZ2dnypYty9tvv82bb76Z3lUUERERERERkReEgjfJcLy9vfH29k7vaoiIiIiIiIjIC05zvImIiIiIiIiIiKQBBW8iIiIiIiIiIiJpQMGbiIiIiIiIiIhIGlDwJiIiIiIiIiIikgYUvImIiIiIiIiIiKQBBW8iIiIiIiIiIiJpQMGbiIiIiIiIiIhIGrBP7wqISOrZ2NhS+q0J6V0Necbs7RJ+RxIbF5/ONZH0oPbPuNT2/w029lkgNr1rISIiIs8rBW8izxEbWztibHMRH2+kd1XkGbG1tcHV3QWAkJAItX0Go/bPuNT2/yEK3UREROQJaKipiIiIiIiIiIhIGlDwJiIiIiIiIiIikgYUvImIiIiIiIiIiKQBBW8iIiIiIiIiIiJpQMGbiIiIiIiIiIhIGlDwJiIiIiIiIiIikgYUvImIiIiIiIiIiKQB+/SugIikXnx8HDbGNezSuyLy7BgQdvMGADZGvNo+o8nA7W/n4EJ0jFN6V0NERERE5IkoeBN5nhjxbFz+QXrXQkQkzdVs+BOg4E1EREREnm8aaioiIiIiIiIiIpIGFLyJiIiIiIiIiIikAQVvIiIiIiIiIiIiaUDBm4iIiIiIiIiISBpQ8CYiIiIiIiIiIpIGFLyJiIiIiIiIiIikAQVvIiIiIiIiIiIiaUDBm4iIiIiIiIiISBpQ8CYiIiIiIiIiIpIGFLw9Y4ZhpHcVRERERERERETkGXgugreaNWvi6enJrl27nup5AwIC8PT0ZObMmakq36RJEzw9PVm9evUjXysuLo5Zs2YxYsQIq+2LFy/G09OTPn36PPI5n8SECRPw9PRM8qdkyZJUrlyZtm3bMnfuXOLj459pvUREREREREREXhT26V2B9PT222/z1VdfsXz5ctq1a/fAsseOHePYsWNkz56dWrVqPfK1li9fztChQ2nUqNHjVjdNvPzyy3h7e5t/j4uL4+bNmxw4cIDAwEC2b9/Od999h42NTfpVUkRERERERETkOZShg7c333yTb7/9lgMHDnDu3DkKFSqUYtmlS5cCCb3eHB0dH/laKfUcq127NuXKlSNr1qyPfM6noWLFiowePTrJ9tDQUNq0acOff/7JmjVrqF+/fjrUTkRERERERETk+fVcDDVNKzly5KBGjRpAQo+0lMTFxbFixQoAmjdv/lTrkDVrVooWLUru3Lmf6nmflLu7O++++y4A69evT+faiIiIiIiIiIg8f57L4G3Xrl14enoyZswYTpw4Qffu3alUqRI+Pj60a9eOoKAgAAIDA2nfvj0+Pj689tpr9OvXj5CQEKtzNWvWDHhw8LZ161auX7+Oj48PxYoVM7dfunSJQYMGUbNmTcqUKUPlypXp0aMH+/fvtzq+Xbt2fPbZZ+Z1PD096d+/P5D8HG+WbdOnT+fAgQN06dKFihUr4uPjQ5s2bdi4cWOy9Txx4gQff/wx1apVw9vbm9atW7N161Z++uknPD09Wbx4cSqfcII8efIAcOfOnST77t69y+TJk2ncuDHlypWjQoUKtG/fPsW6Aaxbt45OnTrh5+dHhQoVaNq0KXPmzCE2NjbJuadNm0arVq3w9fWldOnSVK5cma5du7J161arshcvXsTT05Pq1asne8127dolOz/g0qVLeeedd6hatSpeXl7Url2boUOHcvXq1WTPs23bNrp06YKfnx9ly5alfv36TJgwgcjIyBTvV0REREREREQytucyeLM4fPgwLVq04OjRo/j5+ZE7d252795Nhw4dmD9/Pu3btyckJIRXX32V6Oholi5dSufOna1WFq1evTq5c+fm7NmzZmB3vyVLlgAJc8JZHDhwgMaNGzNv3jzs7e2pWbMmhQoVYv369bRu3Zp58+aZZatWrYqPjw8ABQoUoFGjRubfH2Tnzp20adOGU6dO4efnR8GCBdm7dy/du3dnzZo1VmUDAwNp2bIla9asIXfu3FSvXp1Lly7RtWvXB4ZhD2J5HuXKlbPaHh4eTps2bfj666+5fv06fn5+eHl58c8//9C9e3e+//77JOcaMmQIH374IXv27KFkyZL4+vpy4cIFBg8eTL9+/cw2uXfvHu3atWP06NFcunSJ8uXLU716dZydndmyZQtdunR54h54v/32G/369ePw4cOUKlWKGjVqmItfNGvWLEk4O3HiRDp37syOHTsoUqQIr7/+OhEREfzwww+0adOGsLCwJ6qPiIiIiIiIiLyYnus53nbt2kWDBg0YM2YMDg4OREdH07p1aw4dOsQXX3zBBx98wMcffwzAjRs3CAgI4NixYxw4cMBcUMDOzo633nqLSZMmsXz5cry8vKyuER4ezsaNG3F2diYgIABICIc++ugjIiIi+Oijj+jRo4e5+MDmzZv56KOPGDp0KGXLlqVUqVJ0796dPHny8M8//+Dj48O4ceNSdX+bNm2iXbt29OvXDwcHBwBGjx7NtGnTmDx5MvXq1QMgOjqazz77jMjISL788kvatGlj1rNfv36PtAprbGwst27dYu3atUyaNImXX37ZPJ/FsGHDOHz4MPXr12fEiBFkyZIFgLNnz9KpUyd+/PFHKlasSNWqVYGEnm6zZ88mT548TJs2jaJFiwIJ88i1bduWFStWUL9+ffz9/Zk9ezZBQUHUrl2b8ePHY2+f8IrGxcUxfPhwZs+ezaxZs/D390/1PSUWHR3NN998g5ubG8uXLzeH+MbGxtK7d2/Wrl3LvHnz+OCDDwDYsWMH48ePJ0+ePEyaNImSJUua5/nyyy9ZvHgxw4YNS3WbioiIiIiIiEjG8Vz3eLOxseHzzz83QylHR0czjMqTJw89evQwy+bMmZMKFSoAcO7cOavzWHqyrVq1iri4OKt9q1at4t69ezRo0MAMmFavXk1wcDCVKlXiww8/tFrxs0aNGnTt2pXY2FimTZv2RPfn7u5uFboBtG/fHoCTJ0+a2zZv3sz58+epXr26VUiWKVMmRowYQbZs2VK8xpIlS/D09DT/lC5dmldffZUhQ4aQLVs2pk+fbnV8cHAwK1asIGfOnIwcOdJ8JgCFCxemX79+AEydOtXcPnv2bAD69+9vhm6W++vduzevvPIKFy9eBMDBwYEaNWrwySefmKEbJASkLVu2BDDLPo7w8HCioqJwcnLCzc3N3G5vb8+nn37K4MGDzXn/Et/HgAEDzNANEt61QYMGkSNHDlatWkVwcPBj10lEREREREREXkzPdfBWsGBB3N3drbZZ/l68eHGr4AbA1dUVSOitlFihQoWoVKkSN27cYMeOHVb7LKuZJl5UYffu3QAprvRp6RlnKfe4ypQpYxW6AWYPrejoaHOl1O3btwNQq1atJOfIkiULr732WorXePnll2nUqJH5p0GDBubw2+vXr9OmTRsOHTpklt+zZw9xcXF4eXnh7Oyc5HyvvfYatra27N27l7i4OAzDYM+ePdja2vLGG28kKV+nTh1Wr15Nx44dAXjnnXeYPHkyr7zyilkmKiqKoKAg1q1bZ97748qRIwevvPIKV65c4c033+SXX37h+PHjQEJw2Lp1a0qXLg0k9LILDAwEoEqVKknO5eTkRKVKlazKiYiIiIiIiIhYPNdDTZPryWXpfZY9e/YU9yWnWbNm7Nmzh+XLl1OtWjUAzp8/z759+yhevLjVPGfXrl0DIH/+/Mme6+WXXwYShrc+CUtQmFjiMDE+Ph5bW1uuXLkCwEsvvZTsefLly5fiNSpWrMjo0aOTbI+Pj2fy5Ml8++23vPfee6xfvx5nZ2fzWhs3bsTT0zPF80ZFRZlzn8XExODu7o6Tk1OK5RO7ceMGc+bMYdeuXZw9e5YbN25gGIbZfonn6Hsc48ePp2fPnpw+fZpx48Yxbtw4cufOzRtvvEGrVq0oVaoUALdu3SIqKgoAX1/fB57T8lxERERERERERCye6+Dt/h5tT6Ju3boMGzaMdevWMXjwYJycnMxFFSwrn1pYgp+UgjzL/vt7qz2qBwWFicXExFhdN6X6PApbW1u6devGqlWrOH78OBs3bqRhw4ZmL7tixYpZDb1Myf1Ddx9m165ddOvWjcjISF566SXKlStH0aJFKVWqFPnz50/SFo9zfU9PT1atWsWOHTvYuHEj27Zt4+zZs8ybN4/58+fzxRdf0LZtW/NYR0dH6tat+8DrFCpU6JHqJSIiIiIiIiIvvuc6eHuanJycaNCgAfPmzWPTpk0EBASwbNkyHBwcaNKkiVVZy3DPlOYau3DhApAwrPFZyJs3L5Byr6urV68+9rmLFSvG8ePHuXz5MgC5cuUCoGTJkqlaUCAmJgYHBwfCwsK4e/cumTNnttp/7949Fi5cSNGiRfHz82PgwIFJFomwOHLkSJLz29omjJa2BIL3S2nFUTs7O6pVq2b2brx8+TK//fYb06ZNY9y4cbRo0QI3NzccHByIjY1l5MiRODo6PvR+RUREREREREQsnus53p42S2+qP//8k6CgIC5evEjt2rWTDFutVKkSAGvWrEn2PKtWrQKshyemtvfa4/Dz8wPgr7/+SrLv3r175hxwj+Ps2bPA/w1jtdz7nj17zGGYiR0+fJh69erRs2dPDMPAwcEBLy8v4uLi2Lp1a5LyO3fuZOjQocyePZsbN25w4cIFXF1dk4RugHl84pDNMs9cWFiY2fPP4ubNm5w5c8Zq2+7du6lfvz6DBg2y2p4vXz769++Pq6srkZGRhIeH4+joiLe3N/Hx8fz9999J6mMYBh07dqRVq1YEBQUl2S8iIiIiIiIiGZuCt0S8vLzw8PBgy5YtLFu2DEg6zBQSFlXInTs3u3fvZuLEiVZDObds2cKUKVOws7OjdevW5vZMmTIBEBER8dTrXadOHfLmzctff/3FokWLzO2xsbEMHTqUkJAQ4NHCv/j4eGbOnMnhw4dxdXXl9ddfBxLmr6tVqxZXr15l4MCBVvcTEhLCgAEDOHPmDHnz5jWv98477wAwZswYLl26ZJYPDQ1l7NixADRu3JisWbPi4ODA7du32bNnj1V91q5dy08//QRYL67g5uZG3rx5iY6OZu7cueb2e/fuMWjQoCRDTYsXL8758+dZunQpe/futdr3119/cfv2bQoUKGAu0mFZ9GHYsGFWPe7i4+MZP348O3bs4MKFC5QoUSKVT1ZEREREREREMgoNNb3P22+/zahRo5g7dy758+enatWqSco4OTnx3Xff8d577zF+/HiWLl1KiRIlCA4O5p9//sHOzo6BAwfi5eVlHmOZA+yvv/7i/fffx8fHh27duj2VOmfOnJnRo0fTtWtXBgwYwOzZsylQoAAHDx4kODiYfPnycfny5WTnxAsMDKRPnz5W26KjowkKCuLKlSvY29szfPhwsmbNau4fNmwY586dY+XKlWzbto2yZctiY2NDYGAgkZGR+Pj40KtXL7N8QEAAu3btYu7cuQQEBODr62uufBoeHk7Lli3x9/cHoFWrVsycOZMOHTpQqVIlXF1dOXnyJGfOnCF//vzcvHmT8PBwq2GrXbp0Yfjw4QwfPpyVK1eSM2dO9u3bR1xcHG+88QabNm0y65I9e3b69u3LqFGjaNu2Ld7e3uTOnZvg4GD279+Pvb29VW84f39/OnfuzK+//krz5s0pXbo0uXPn5tixY1y4cAEnJye+//57DUMVERERERERkSQUvN2ncePGjBs3jpiYGN5+++0Ue4mVL1+eJUuWMHnyZP7++282bNhA9uzZCQgIoFOnTlahG0Dp0qX59NNPmTlzJtu2bSMqKuqpBW8AVapUYe7cufzwww/s3buXkydPUqZMGUaPHs1vv/3G5cuXrcIziwsXLphz0kFCrzgnJyfy5MlD8+bNadeuXZLVS3PkyMH8+fOZMWMGq1evZs+ePTg6OlKkSBEaN25Mq1atkszlNmTIECpWrMicOXMIDAwkNjaWokWL0qJFC6uegZ999hlFihRh3rx5BAUF4ejoSP78+enWrRvvvvsu//vf/9i0aRObN282Fzxo164dWbNmZebMmRw5cgQnJyeqVq3KJ598wuzZs62CN0joxZY7d27mzJnDsWPHOHjwINmzZ6dBgwZ07do1yaIR/fr1o1KlSsyaNYuDBw9y9OhRXnrpJZo1a8Z7772nhRVEREREREREJFk2xuMseSn/KSEhIdy6dYv8+fMnCbwgIUw8fvw4q1atomjRoulQQ3la4uNiWPxbo/SuhohImqvZ8CfiyJXe1Ug3trY25MjhAkBISATx8frftYxCbZ+xqf0zLrV9xqW2fz65u2fBzi51s7dpjrcXwPHjxwkICODdd9+1mv8MYMGCBRw/fpyiRYsqdBMREREREREReYY01PQF4OvrS9myZQkMDKRGjRqUK1cOBwcHTp8+zenTp3F1dWXMmDHpXU0RERERERERkQxFwdsLwN7enhkzZjBv3jxWrFjBP//8Q1RUFLlz56Zt27a8++675M+fP72rKSIiIiIiIiKSoSh4e0FkyZKFzp0707lz5/SuioiIiIiIiIiIoDneRERERERERERE0oSCNxERERERERERkTSg4E1ERERERERERCQNKHgTERERERERERFJAwreRERERERERERE0oCCNxERERERERERkTRgn94VEJFHYGNLzUY/gZHeFZFnxgbs7BJ+RxIXF6+2z2gycPvbObgQF5PetRAREREReTIK3kSeI7a2dhg2uYk3MtC37wzO1saGbNldAAgJiVDbZzAZuf0VuomIiIjIi0BDTUVERERERERERNKAgjcREREREREREZE0oOBNREREREREREQkDSh4ExERERERERERSQMK3kRERERERERERNKAgjcREREREREREZE0oOBNREREREREREQkDSh4ExERERERERERSQP26V0BEUm9+Pg44riGYZPeNZFnxQBCbt0AII54tX0G8zy3v4N9FuJinNO7GiIiIiIi6UrBm8hzxDDimbume3pXQ0TkoVrWnYgtCt5EREREJGPTUFMREREREREREZE0oOBNREREREREREQkDSh4ExERERERERERSQMK3kRERERERERERNKAgjcREREREREREZE0oOBNREREREREREQkDSh4ExERERERERERSQMK3kRERERERERERNKAgjcREREREREREZE0YJ/eFZDnV3R0NOvXr+ePP/7g1KlTXLt2jcyZM1O8eHHq169Py5YtcXR0TPZYwzBYvXo1q1evJigoiJCQEBwcHChcuDDVq1endevW5M2bN9lja9asyaVLl5Jst7W1JXPmzOTJk4fKlSvTuXNnChYsmKTc9u3bmT59OgcOHODOnTtkz56dypUr061bN4oWLZqk/LVr15g0aRKbN2/m6tWrODo6UrJkSVq3bk3Dhg0f8amJiIiIiIiISEZhYxiGkd6VkOfPqVOn6NWrFydPnsTJyQlPT0/y5MnDtWvXOHz4MNHR0RQvXpzp06eTM2dOq2OvXLnChx9+yKFDh7C1taVkyZIUKFCAsLAwjh8/zs2bN8mcOTODBw/mrbfeSnJtS/BWtWpVcuTIYW43DIOoqCiOHj3K5cuXcXFxYdq0aXh5eZllpk2bxujRo7GxsaF06dLkzZuXkydPcu7cOZydnZk8eTKVKlUyy//777+88847hISEkDdvXkqVKkVYWBj79+8nLi6Od955hy+++CINnnDy4uJi+HGuwj4R+e9rWXcitkau9K7Gc8vW1oYcOVwACAmJID5e/7uWUajtMza1f8alts+41PbPJ3f3LNjZpW4QqXq8ySM7d+4cLVq04M6dO7Rr144ePXqQPXt2c//Vq1cZMGAA27Zto0OHDixatIjMmTMDcP36dVq2bElwcDA1a9ZkwIABvPzyy+ax0dHRLFmyhFGjRtG/f39CQ0N59913k61Ht27d8PPzS7I9NjaWgQMHsnTpUgYNGsTSpUuBhBBt7NixODo6MmnSJKpWrQokBHY//fQT33//PX379mXt2rVmT72BAwcSEhJC69atGThwIA4ODgAcOXKEjh078vvvv1O9enVq1Kjx5A9WRERERERERF4omuNNHolhGHz66afcuXOHbt268fnnn1uFbgB58+blhx9+oHDhwpw6dYoFCxaY+z777DOCg4N5++23mThxolXoBuDo6EjLli2ZPn069vb2fPvttxw5cuSR6mhvb8+AAQOws7Pj6NGjXLhwAYA//vjD7KVmCd0AbGxs6NGjBx4eHly5coW9e/cCcPbsWfbt20fu3LkZMGCAGboBlCpVim7dugGwcuXKR6qfiIiIiIiIiGQMCt7kkezdu5eDBw+SK1cuunfvnmI5Z2dn3n//fSpWrGhuCwoK4u+//8bNze2hwzO9vb3p0KEDMTExTJ48+ZHrmS1bNrJlywbAjRs3ALCzs8PT0zPZXnIAhQsXBiA4OBiAmzdv4u3tTfXq1ZOdq+7+8iIiIiIiIiIiiWmoqTySVatWAeDv728OH01J06ZNadq0qfn39evXA1CvXj2cnJweeq3mzZszdepUNm7cSEREBC4uLqmu540bNwgNDQUgX758APTs2ZOePXsmWz4+Pp7Dhw8DmIs6+Pj4MG/evBSvcfDgQavyIiIiIiIiIiKJqcebPJJ///0XgHLlyj3ysQcOHACgbNmyqSpfpEgRcufOzb1798zrpkZUVBSff/45AJUqVSJPnjwPPWbBggVcunSJXLlyUb58+YeWDwkJYebMmQDUqVMn1XUTERERERERkYxDPd7kkVy/fh3AajXR1LL0QLt/ldMHyZUrF9euXUt2OOfPP/9sNX+cYRjcunWLAwcOEB4eTo4cORg2bNhDr7F//35GjRoFQJ8+fZIdVppYVFQUH330EeHh4VSuXJlatWql+n5EREREREREJONQ8CaPxM7ODoC4uLhHPtZyTOJFClJ7PcNIuqTy9u3bk5TNkiULBQsWpFq1arRr145cuXI98PyBgYF069aNqKgoWrduzZtvvvnA8hEREXTv3p29e/dSoEABvv7661Tfi4iIiIiIiIhkLAre5JHkypWL48ePExIS8sjH5s2bl9OnT5s931LDsjBCcvOo/fbbbykulJAaq1evpn///ty9e5cWLVowaNCgB5a/evUq3bp14+jRoxQsWJDp06c/Uu89EREREREREclYNMebPJIyZcoACSuUPkx4eDhjxoxh8+bNxMbGUqpUKeD/5np7mODgYC5fvoyjoyOvvPLK41c6GZMnT6Z3797cvXuXbt26MWzYMGxtU/5xOHLkCM2bN+fo0aOULl2aOXPmkD9//qdaJxERERERERF5sSh4k0dimc9s06ZN3Lt374Fl16xZw6+//kr//v2xsbGhcePGACxfvpw7d+489FqWFUVr1ar1SCuaPszQoUP5+uuvsbOzY9iwYfTu3fuB5Xfu3Enbtm25du0ar7/+OjNnzlRPNxERERERERF5KAVv8ki8vLyoWLEi165d4+eff06x3K1bt5g0aRIALVu2xM7ODg8PD+rXr8+tW7cYPHhwsvO2WQQFBfHLL79gb29P586dn1r9x44dy6xZs3BycmLixIm0aNHigeUPHjxI9+7diYyMpEWLFvz0009kyZLlqdVHRERERERERF5cCt7kkQ0ePJjMmTPz008/MWbMGG7fvm21/8KFC3Tr1o0LFy5QuHBhunbtanVsgQIFWLZsGT169ODy5ctWx8bHx7NkyRI6duxIdHQ0H3/8MV5eXk+l3lu3bmXKlCnY2tryww8/UL169QeWv3fvHp988gmRkZE0adKEYcOGmYs9iIiIiIiIiIg8jBZXkEdWvHhxZsyYQbdu3fj111+ZM2cOZcqUIWfOnFy9epWgoCDi4uLw8PBg0qRJVj3E3NzcWLBgAb169WLDhg1s2rSJMmXKkC9fPqKiojh48CChoaFkzpyZoUOH0rJly6dW7++//x6AHDlysHTpUpYuXZpsuebNm+Pn58fixYs5f/48AFFRUfTp0yfZ8kWKFKFHjx5PrZ4iIiIiIiIi8mJQ8CaPxdvbm1WrVjF79mw2b97MsWPHiIyMxMXFhQoVKlC/fn2aNWuGo6NjkmPd3d2ZMWMG69at448//iAoKIgjR47g6upKgQIFaN++PU2bNiVPnjxPrb6WUA/g+vXrLF++PMWyfn5++Pn5sXv3bnPb2rVrUyxfvnx5BW8iIiIiIiIikoSN8aCJtkTkPyUuLoYf5zZM72qIiDxUy7oTsTVypXc1nlu2tjbkyJGwsFBISATx8frftYxCbZ+xqf0zLrV9xqW2fz65u2fBzi51s7dpjjcREREREREREZE0oOBNREREREREREQkDSh4ExERERERERERSQMK3kRERERERERERNKAgjcREREREREREZE0oOBNREREREREREQkDSh4ExERERERERERSQMK3kRERERERERERNKAgjcREREREREREZE0oOBNREREREREREQkDSh4ExERERERERERSQP26V0BEUk9GxtbWtWbiGGkd03kWbGxATu7hN+RxMXFq+0zmOe5/R3ssxAXk961EBERERFJXwreRJ4jtrZ22JGb+Ofp27c8EVsbG3K4uQAQEhKhts9gnuf2V+gmIiIiIqKhpiIiIiIiIiIiImlCwZuIiIiIiIiIiEgaUPAmIiIiIiIiIiKSBhS8iYiIiIiIiIiIpAEFbyIiIiIiIiIiImlAwZuIiIiIiIiIiEgaUPAmIiIiIiIiIiKSBuzTuwIiknpx8XFE2FwDu/SuiTxLd2/fACDWJl5tnwHdvX2DLA5ZgUzpXRUREREREXlECt5EniMG8Qze/EF6V0NEnrHhtX4ms4I3EREREZHnjoaaioiIiIiIiIiIpAEFbyIiIiIiIiIiImlAwZuIiIiIiIiIiEgaUPAmIiIiIiIiIiKSBhS8iYiIiIiIiIiIpAEFbyIiIiIiIiIiImlAwZuIiIiIiIiIiEgaUPAmIiIiIiIiIiKSBhS8iYiIiIiIiIiIpAEFbyJPyDCM9K6CiIiIiIiIiPwHvbDB265du/D09Ez2T5kyZfDz86N169bMmDGD6OjoNKtHu3bt8PT0ZPv27U/lfIGBgeZ9zJo166mcUx7PvXv3+OGHH5g0aVJ6V0VERERERERE/oPs07sCac3Z2ZlatWpZbYuLi+P27dvs2bOHffv2sXbtWqZPn46Dg0M61TL1Fi1ahI2NDQ4ODsydO5e2bdumd5UyrF9++YUJEybQrVu39K6KiIiIiIiIiPwHvfDBW/bs2Rk3blyy+y5evEibNm0IDAxk9uzZdOjQ4alff8yYMURFRZEvX74nPtedO3dYs2YNpUuXJleuXGzatInAwEAqVqz4FGoqj0pDTEVERERERETkQV7YoaapUaBAAbp27QrA2rVr0+Qa+fLlo2jRojg5OT3xuVatWkVkZCSvvfYaDRs2BGDu3LlPfF4REREREREREXn6MnTwBlCwYEEAbty4YW4LDg5mzJgxNGrUCB8fH8qUKcPrr79Ov379+Pfff62Ot8wlN2LECGbOnEnVqlUpV64c7dq1wzCMZOd4MwyD6dOn06JFC/z8/ChXrhwNGjTgm2++ISwsLMW6Ll68GIAaNWrg7++Pi4sLf/75J6GhoSkeExoayujRo6lVqxZly5YlICCA33//3Zwrrn///lbn9/T0ZPr06Xz77bdUqlQJHx8f+vTpY5a5e/cukydPpnHjxpQrV44KFSrQvn17Nm7cmGIdtm3bRpcuXfDz86Ns2bLUr1+fCRMmEBkZaVXu4sWLeHp60rNnTy5fvkyfPn2oXLky3t7eNG/enM2bNwNw8uRJunXrRsWKFalSpQo9evTgwoULT+XaH3zwAcHBwXz22We8+uqrlC1blgYNGjBt2jTi4uLM8jVr1uSHH34A4Oeff8bT05MJEyak+AxEREREREREJON54YeaPsyJEycAzKGg//77L23btiU0NJTixYtTrVo1IiMjCQoKYunSpWzYsIHly5fz0ksvWZ1ny5YtnD17Fl9fX2xsbChYsCA2NjbJXnPUqFHMmDEDNzc3vL29sbOz48CBA0yaNIkNGzawZMkSHB0drY45c+YM+/bto2DBgnh7e2NjY0NAQADz589n8eLFdOnSJcl1bty4Qdu2bTl79iz58+fnjTfe4OzZswwbNoxy5cql+EzmzJnDhQsXqFq1KuHh4RQpUgSA8PBwOnTowOHDh3F3d8fPz4+YmBgCAwPZtWsXPXr0oGfPnlbnmjhxIuPHj8fe3p6yZcuSK1cu9u/fzw8//MCGDRuYMWMG2bJlszrm8uXLNGvWjPj4eCpUqMCFCxcICgqie/fuDBkyhJEjR5rXP3z4MOvXr+fAgQOsXbsWZ2fnJ7r29evXad68OZGRkfj4+HDv3j327NnD6NGjuXjxIl988QUA/v7+7NixgxMnTuDh4WEueCEiIiIiIiIiYpGhg7djx47xyy+/AJhDN7/66itCQ0Pp378/nTp1MsuGh4fTqVMnDh48yNKlS+nevbvVuc6ePUufPn3Moavx8fHJXvPy5cvMmDGDwoULs2jRIlxcXICEnmQdOnRg//79rF69miZNmlgdt2jRIgCaNm1qBnpNmzZl/vz5zJ8/n3fffTdJ0DdmzBjOnj1LkyZNGDFihLl4xPTp0xk1alSKz+Xs2bN8++23BAQEWN3LsGHDOHz4MPXr12fEiBFkyZLFLN+pUyd+/PFHKlasSNWqVQHYsWMH48ePJ0+ePEyaNImSJUsCEB0dzZdffsnixYsZNmxYkjn4Dh48iK+vLz///DNZsmTBMAw+/PBD1q9fz+eff07Tpk0ZNmwY9vb23Llzh6ZNm3L27Fk2bdpEgwYNnujaQUFBVKxYkQkTJuDu7g7Axo0b6d69O3PnzuXjjz/G1dWVAQMGMGHCBE6cOEHNmjXp3bt3is9TRERERERERDKmF36o6c2bN+nTp4/Vn48//pi3336bN998k7CwMOrUqcNbb70FwEsvvYS/vz/t27e3Ok/WrFlp1KgRkDAs8X729va0a9fO/LutbfKP1jKk1c3Nzap3VubMmfn8888ZPnw4ZcuWtTomLi6OP/74A1tbW958801zu4+PD6+88grnzp2zGsoKCUNMV6xYgZubG0OHDrVasbVjx468+uqrKT6zPHnymKGb5V6Cg4NZsWIFOXPmZOTIkWboBlC4cGH69esHwNSpU83tlv8eMGCAGXwBODo6MmjQIHLkyMGqVasIDg5OUod+/fqZ17CxsTEDNUdHRz777DPs7RMy4yxZsvDaa68BcO7cuady7S+++MIM3SBhWGmBAgWIjY1NMtRYRERERERERCQlL3zwFhkZyfLly63+bNiwgeDgYKpVq8bo0aP5/vvvzaDsyy+/5Mcff8TOzs48x82bN9mxYwf79u0DEnpN3a9gwYJkzpz5ofUpXrw4bm5u7N+/n5YtWzJz5kzOnj0LQNmyZWnevDmvvPKK1TF///03165do2rVqkmGuDZt2hRIusjCrl27iI+P59VXX022XnXr1k2xjh4eHkm27dmzh7i4OLy8vKwCQ4vXXnsNW1tb9u7dS1xcHHFxcQQGBgJQpUqVJOWdnJyoVKmSVTkLR0dHSpUqZbXNEoTlz58fV1dXq32Wv9+7dw/gia7t5OSU7JDR3LlzAxAVFZVkn4iIiIiIiIhIcl74oab58+d/4MT/yTl+/Dhz5szh4MGDnD9/ntu3bwOYQzkNw0hyzP1zhaXEycmJ77//nj59+hAUFERQUBAAL7/8Mv7+/rRq1YrChQtbHWMZZnrmzBmrXnUAERERQMJwyODgYPLkyQPAlStXAJIEdRaWOe2Sk9y9WM63cePGB85lFhUVRVhYGIZhmCGVr69viuUTn9sia9asSXoMWp599uzZkxx//xDbW7duPdG1k5ubz9LDLrm2FxERERERERFJzgsfvD2qKVOmMHbsWCCh51f16tUpXrw4ZcuW5dy5cwwZMiTZ41JaSCE5fn5+bNiwgS1btrBx40Z27NjBhQsXmDZtGr///jvfffcdtWrVAhKGjG7atAmAS5cucenSpWTPGRsby4IFC/jwww/Nv0PKc809KEBK7l4s5ylWrJjV0M2UWFYAdXR0fGDvOoBChQpZ/d0Scj2uJ7n2o7SjiIiIiIiIiMiDKHhL5MKFC3z99ddkzZqVX375BR8fH6v9J0+efGrXcnR0xN/fH39/fwBOnz7Nzz//zLJlyxg7dqwZvC1btoyYmBgaNmzI119/ney5Vq9eTa9evViwYAHdu3fHzs7O7Pl29erVZI9Jbm6zB8mVKxcAJUuWTLIgQXKio6NxcHAgNjaWkSNHJlmlNS25ubml27VFRERERERERCxe+DneHkVQUBDx8fH4+fklCd0Atm7dCjzZcMOVK1dSu3ZtJk6caLW9aNGiDBo0CLAOyyzDTC2LCySnVq1auLq6cvXqVf766y8gYYilra0tO3bsMOc+S2zDhg2PVO9KlSoBCXO9JTfP2eHDh6lXrx49e/bEMAwcHR3x9vYmPj6ev//+O0l5wzDo2LEjrVq1MofbPi3P6trqHSciIiIiIiIiD6LgLRHLBP4HDhwgJCTE3B4TE8P48ePNECe5ICu1ihYtyvnz55kxY0aSFTKXLVsGYK5qevDgQU6cOIGbm5u5cmdyHB0dqV+/PgBz5swBEuZ2q127Njdv3mTo0KHm0FOAhQsXmsNXUxsevfzyy9SqVYurV68ycOBAc245gJCQEAYMGMCZM2fImzevec6OHTsCMGzYMI4cOWKWj4+PZ/z48eYQ2xIlSqSqDo/iWVzb0pMu8bMQEREREREREbHQUNNEfH19KVWqFEeOHKFu3bpUrFgRSOgJFxISQvHixTl58iQ3btx47GuUKFGC9u3b89tvv9GoUSPKly9P9uzZOXfuHMeOHcPZ2ZnPPvsM+L/ebnXq1MHBweGB533zzTeZN28e27Zt48KFC7z88ssMHDiQoKAgFi5cyI4dOyhbtiwXL17k0KFDFCxYkPPnzz/SfGrDhg3j3LlzrFy5km3btlG2bFlsbGwIDAwkMjISHx8fevXqZZb39/enc+fO/PrrrzRv3pzSpUuTO3dujh07xoULF8yFJtJiKOizuLZlEYwFCxZw9epVXn/9dZo3b/6U7kBEREREREREnnfq8ZaInZ0d06dPp1OnTri7u7N9+3aOHDlC4cKFGTJkCEuWLMHV1ZWgoKAnCt8+++wzBg8eTOnSpTl06BAbN27k9u3bNGvWjGXLllGqVCnu3bvHypUrAWjYsOFDz1m+fHkKFy5MfHw88+fPByBPnjwsWLCAFi1aEB0dzYYNG4iKimLIkCG88847ALi4uKS63jly5GD+/Pl8/PHH5M6dmz179rB//36KFCnCZ599xvTp03F2drY6pl+/fkycOJHKlStz9uxZNm/ejK3t/2PvvsNrvP8/jr9OFkKNBLE3x0hI7D1i05TaW6uotqhRRa0OWlo1So1+W1qporYaNWNV7BF7BrEiYkWMSM75/pErp04zjORIyPNxXa5vc9+f+/687/vOr/1dL59hp1atWmn58uUqV67cM/f/vGzdd7169fTOO+/I2dlZW7du1b59+5KocgAAAAAA8DowmBOzYBlSrIiICJ05c0a5c+dWpkyZYp0fPXq0fH199fnnn6t9+/bJUCFeRKTpsXos90nuMgC8ZKPrzlDax1llMvGf7NTCzs4gV9fovxwLDb3Ht09F+PapG98/9eLbp158+1eTi0t62ds/21g2Rry9pqKiotSmTRvVr18/1g6mR48e1dKlS+Xk5KRatWolU4UAAAAAAACvN9Z4e02lS5dOHTp00G+//ab69eurXLlyypgxo4KDg3Xo0CFJ0qhRo5QrV65krhQAAAAAAOD1RPD2Ghs6dKg8PT31559/6vTp07p9+7ayZMmi+vXrq2vXrjZdXw0AAAAAACC1I3h7jRkMBjVp0kRNmjRJ7lIAAAAAAABSHdZ4AwAAAAAAAGyA4A0AAAAAAACwAYI3AAAAAAAAwAYI3gAAAAAAAAAbIHgDAAAAAAAAbIDgDQAAAAAAALABh+QuAMCzM8hOn9ealtxl4CVzcIj+O5LISFMyV4Lk4OBgp/SObyjqcXJXAgAAAOB5EbwBrxB7O3tlMGeXyWRO7lLwktjZGeSaMYMkKTT0Ht8+lbH6/vfvJXM1AAAAAJ4XU00BAAAAAAAAGyB4AwAAAAAAAGyA4A0AAAAAAACwAYI3AAAAAAAAwAYI3gAAAAAAAAAbIHgDAAAAAAAAbIDgDQAAAAAAALABgjcAAAAAAADABhySuwAAzy7KZNIdwz2Z7ZO7ErwsBkn37t6XJEUZTHx7G3C2TyuHCF4sAAAAgKRH8Aa8Qkwyq/eWn5O7DOC1MqVWd2VU+uQuAwAAAMBriKmmAAAAAAAAgA0QvAEAAAAAAAA2QPAGAAAAAAAA2ADBGwAAAAAAAGADBG8AAAAAAACADRC8AQAAAAAAADZA8AYAAAAAAADYAMEbAAAAAAAAYAMEbymY2WxO7hJSHd45AAAAAABIKgRviXTlyhUVL15cRqNR48aNS7L7rlq1SgMGDEiwzcGDBzV8+HA1bNhQXl5e8vDwUIMGDTR8+HAFBAQkWS1PioiI0OrVq/X++++rbt268vDwUIUKFdShQwf5+voqIiIi1jVDhgyR0WjUwoULLcemTJkio9GoiRMn2qTOF/Es7xwAAAAAAOBZEbwl0pIlS2Q2m5U2bVotWbIkzuDpee3Zs0cDBgzQtWvX4jz/6NEjDRkyRG3bttXChQtlMplUpUoVVa1aVSaTSQsXLlTr1q01ZswYPX78ONH1xDhz5oxatGih/v37a9euXcqaNavq1KmjwoUL6/Dhwxo9erRatGihGzduJFmfL8vT3jkAAAAAAMDzckjuAl5lZrNZS5Yskaurqxo3bqzff/9da9asUbNmzRJ1X5PJlOC5Dz/8UNu3b1eRIkX0xRdfqHz58lZtduzYoREjRmjOnDkKCgrS9OnTZTAYElXThQsX1KZNG4WHh6tz58766KOPlCVLFsv5a9eu6bPPPtM///yjrl27avHixUqbNm289+vYsaOaNGlidY/klNA7BwAAAAAAeBGMeEuEnTt36vLly6pWrZrefPNNSdL8+fNt2ufPP/+s7du3y2g06s8//4wVuklS1apVtXDhQuXJk0d+fn6aO3duovo0m80aOHCgwsPD1atXLw0fPjxWYJYjRw5NnTpVBQoU0JkzZ6ymlcbFxcVFhQsXlouLS6JqAwAAAAAASKkI3hJh8eLFkqRatWrJy8tLBQoU0P79+3Xy5Mk425vNZi1atEjt27dXhQoVVLFiRbVr106rV6+2LOo/ZMgQdenSRZK0f/9+GY1Gde7cWZL08OFDzZo1S5L01VdfKX369PHW5uLiopEjR0qSZsyYYTWiy9vbW+XLl1dERISmTJmi+vXry93dXbVq1dLo0aN169Ytq3vt27dPhw8fVrZs2fTBBx/E26ezs7Pef//9OMPA/4prjbeYY35+ftqwYYPatm0rT09PVapUSQMHDrRMYV20aJF8fHxUpkwZNWzYUFOnTo1zSu2RI0c0aNAgeXt7y8PDQ56enmrcuLG+++473b1719IuoXceIzAwUIMHD1aNGjXk7u6umjVratiwYbp8+fJTnxUAAAAAAKROBG8vKCwsTOvXr1f69Onl7e0tSXr77bclxT3qLSoqSh9++KGGDRumEydOyMvLS56enjp+/Lj69++vCRMmSJK8vLxUtWpVSdHhmY+Pj+XnvXv36tatWypUqJDKlCnz1Bpr1qwpNzc3hYSEaOfOnVbnTCaT3n//fc2YMUPZs2dXjRo1dPfuXfn6+urdd99VZGSkpe3q1aslSfXq1Utw+qgktWjRQnPnzo0VXD2P+fPn66OPPtKjR49UtWpVGQwGrVy5Uj179tT48eM1YsQIvfHGG6pcubIuX76sKVOmxNrYYs2aNWrTpo1WrlwpNzc31alTR6VKldLFixf1888/691337WEkQm9c0navn273n77bS1btkyZM2dWnTp1lClTJi1atEgtWrTQkSNHXvhZAQAAAADA64s13l7QypUr9fDhQ7Vu3VrOzs6SooO3yZMna8WKFRo0aJDluCT5+vpq06ZNKlasmH7++We5ublJkoKCgtS2bVv99NNPatKkidq2basCBQpox44dKlCggMaPH2+5x6FDhyRJHh4ez1SjwWBQhQoVtHLlSh09etQqTAoPD9epU6e0ePFiFS9eXJJ0+fJltWjRQsePH9e2bdtUp04dSdK5c+ck6ZnCvqSwefNmjRgxQp06dZIkBQcHq2HDhjp69KiOHz+un3/+WdWqVZMk/fPPP+rWrZsWL16soUOHyt7eXhEREfriiy9kZ2cnX19feXl5We599uxZtWnTRkeOHNGBAwdUrly5BN/5zZs3NWDAAEVERGjChAlq2rSp5dyCBQs0cuRI9evXT6tXr5aTk9NLeT8AAAAAAODVwIi3FxQzzbRFixaWY25ubqpWrZru3bunlStXWrWfN2+eJGnMmDGW0E2S8ubNq/fff1/FihXT2bNnE+zz5s2bkiRXV9dnrjN79uySosOr/+rZs6cldJOk3LlzW0bvnT592nI8JCTkuftNjGLFillCNyn6vVaoUEGS1KhRI0voJknVqlVThgwZdP/+fUudN27cUPXq1dWtWzer0E2SChcurMqVK0uSLl269NRaFi1apDt37qhdu3ZWoZsktW3bVrVr11ZQUJDWr1//Yg8LAAAAAABeWwRvL+D06dM6fPiwChYsqLJly1qdiwninpxuGhwcrPPnzytr1qwqXbp0rPt17dpVf/31l2WDhvhERUVJ0nONrLKzi/8T/zeUkv4N6h48eGA5Zm9vb9W/rcU1si5mE4YSJUrEOpcxY0ZJ0qNHjyRJuXLl0vjx4zVgwABLG7PZrCtXrmj9+vWWwC0iIuKptezatUuSVKVKlTjP16xZ06odAAAAAABADKaavoCY0W737t2LtZZZzCL/R48eVUBAgEqXLq3r169LknLmzJmofnPkyCHp35FvzyJmQ4InR9nFiAmsnuTgEP0r8eRmDNmyZdPJkycVGhr6XPW+qEyZMsU6ZjAYJCnWbqpPnvuvLVu2aNmyZTp9+rSCgoL08OHDBNvH5erVq5Kk3r17J9ju2rVrz3xPAAAAAACQOhC8PafHjx9rxYoVkqKnYMZMb4zLvHnzVLp06SQbKVayZElJ0sGDB5/5mpi2cY0Ue9YAyt3dXdu3b1dAQIBatWqVYNuwsDBNmzZNlStXVrVq1SxB3vN4kWueZDKZ9OGHH8rPz0+Ojo5yd3fXW2+9paJFi8rT01O///67li9f/kz3ivl2derUUYYMGeJtV6RIkUTVDAAAAAAAXj8Eb89p8+bNCg0NlZeXV5y7l0pSQECAWrdurTVr1mjo0KHKli2bpPhHRd24cUMbN25UiRIl4pyKGqNatWrKmjWrTp06pQMHDsQ5VfRJO3fu1Pnz55UtW7Z4p0o+i7p162rGjBny8/PTo0ePlCZNmnjb/v3335o1a5aWLVum7du3v3CfibF8+XL5+fmpePHi+t///meZPhsjLCzsme+VPXt2nT9/Xl26dLHanAIAAAAAAOBpWOPtOcVMM/3vQvtPKl26tAoXLqwHDx5o2bJlyp07t3LkyKGQkBCdOHEiVvt169Zp5MiRWrNmjaT4R6LZ29vro48+kiQNGzYswQDp9u3bGjlypCSpe/fulnXaXkTp0qVVvnx5Xb9+XTNmzEiwz5kzZ0qK3nggMX0mxoEDByRFr7f339AtPDzccv7J6bTxvfOYTR22bNkS5/nvv/9eLVq00MKFCxNdNwAAAAAAeL0QvD2HkJAQbdu2Tfb29mrcuHGCbZs3by7p300WYnbpHDFihG7fvm1pFxQUpGnTpsnOzs4S5sWMKLt3716s+3bo0EH16tXT2bNn1a5dO0uI9KS9e/eqXbt2unDhgmrUqKGuXbs+97P+1+eff660adNq2rRpGjdunO7evWt1PigoSL169VJQUJAKFCigHj16JLrPFxWzEcPWrVsVGRlpOX7r1i31799ft27dkvTvZgxS/O+8bdu2cnZ21u+//65Vq1ZZnfPz89Ps2bN19OhRubu72+RZAAAAAADAq4upps9h2bJlioyMtEz5TMhbb72liRMn6uzZs9q9e7e6deumffv2yc/PT/Xq1VOFChUUERGhPXv26NGjRxowYIAlvMmTJ4/s7e116tQpde3aVUajUZ999pnl3pMnT9a3336r3377Te3atVPBggVVpEgRmc1mnTlzRufPn5cktW/fXp999tlzbSYQn6JFi+q3335Tr169NGvWLM2bN0/u7u7KmjWrrl27poCAAEVFRalYsWKaOXOm0qdPn+g+X1SrVq3k6+ur7du3q0GDBipVqpTu3bun/fv36+HDhypSpIjOnDlj2XhCiv+du7m5ady4cRowYIAGDBigH3/8UYUKFdLVq1d15MgRSdLQoUPjXEMPAAAAAACkbox4ew5Lly6VJL355ptPbZsjRw5VrlxZUvSoN3t7e/34448aOXKk8uXLJ39/f+3du1clS5bUxIkT9f7771uudXV11ZgxY5QnTx5LWPckBwcHffbZZ1q4cKFat24tk8mkLVu2aOfOnXJyclLnzp21bNkyff7553Jyckqy5/f09NTq1avVp08fFS1aVCdOnNC6det07tw5lStXTqNGjdLixYuVK1euJOvzReTJk0cLFy5Uo0aNFBUVpS1btigoKEhVqlTRrFmz9O2330qS1XtN6J03aNBAixcv1ltvvaWwsDBt3rxZN27cUO3atTVnzhy98847L/sRAQAAAADAK8BgNpvNyV0EgGfz2BSlZsu/Se4ygNfKlFrdlTEq+UbpJsTOziBX1+gdlUND78lk4j/ZqQXfPvXi26dufP/Ui2+fevHtX00uLullb/9sY9kSPdV02bJlz9zW3t5e6dKlU9asWVWsWDE5OzsntnsAAAAAAAAgRUp08DZkyJAXWkPMwcFBzZo105AhQ5QhQ4bElgEAAAAAAACkKIkO3po3b64LFy5YdtfMkSOHSpQooQwZMuj+/fs6deqUgoKCJElZs2ZVhgwZFBYWptDQUC1evFhnz57V77//Lnt7+8SWAgAAAAAAAKQYiQ7e+vfvr7fffluZMmXSmDFjVK9evVht/P39NXjwYDk4OGju3LlydXXV0aNHNXDgQB08eFB//vmn2rdvn9hSAAAAAAAAgBQj0buaTpo0Sbdu3dIPP/wQZ+gmSVWqVNHUqVN15coV/fDDD5KkUqVKacqUKZKkv/76K7FlAAAAAAAAAClKooO3bdu2KV++fKpUqVKC7UqXLq1ChQpp48aNlmNFixZV3rx5df78+cSWAQAAAAAAAKQoiQ7ewsPDlT59+mdqmyZNGt29e9fqWMaMGXX//v3ElgEAAAAAAACkKIkO3nLnzq1Tp07p0qVLCba7cuWKTp06pZw5c1odv3r1qtzc3BJbBgAAAAAAAJCiJDp4a9y4sSIjI9WnTx9dvXo1zjbXr19X3759ZTKZVL9+fcvxJUuWKDQ0VCVLlkxsGQAAAAAAAECKkuhdTbt27aq///5bx48fV8OGDVWjRg0ZjUY5OzsrPDxcp06d0j///KOHDx8qf/786tWrlyRp+PDhWrJkiQwGg955553ElgEAAAAAAACkKIkO3jJkyKDZs2drxIgR8vPz08aNG7Vp0ybLebPZLEmqWbOmvv76a2XIkEGStHv3btnZ2alfv34qU6ZMYssAUgU7GTS1VneZk7sQvDQGSfYO0YOToyJNfHsbcLZPK0UldxUAAAAAXkeJDt4kKWvWrJo+fbpOnDihjRs36ty5c7p9+7bSpUunIkWKqF69enJ3d7e6ZsSIESpZsqRcXV2TogQgVbC3s1MmcwaZTMQvqYWdnUGuGaP/wiI09B7f3hYI3QAAAADYSJIEbzGKFy+u4sWLP1PbGjVqJGXXAAAAAAAAQIqS6M0VnldAQMDL7hIAAAAAAAB46ZJkxFtwcLDmzp2rU6dO6eHDhzKZTFbno6Ki9ODBA12/fl03b97UsWPHkqJbAAAAAAAAIMVKdPB29epVtWzZUrdu3bJspGAwGCz/HPOzFL3RQrp06RLbJQAAAAAAAJDiJTp4++WXX3Tz5k298cYbat68udKlS6effvpJlStXVtWqVXXt2jWtW7dON27cUNWqVTVz5sykqBsAAAAAAABI0RIdvP3zzz8yGAyaPn26ypcvL0lauHChIiMj1bNnT0nSxx9/rHfffVf+/v7au3evqlSpkthuAQAAAAAAgBQt0ZsrXLt2TW5ubpbQTZJKliypw4cPW9Z6y5Qpk8aMGSOz2ax58+YltksAAAAAAAAgxUt08BYZGals2bJZHStYsKAiIiJ0/vx5y7ESJUooV65c7GoKAAAAAACAVCHRU02zZMmi27dvWx3Lly+fJOnMmTMqVKiQ5biLi4tOnjyZ2C6BVCvKZNIdw0OZ7ZO7ErwsBkn37kRIkqIMplT17Z3tneQQYUjuMgAAAADghSU6eCtVqpQ2b96s48ePq0SJEpKkQoUKyWw268CBA2rQoIEkKSoqSpcvX1aGDBkS2yWQaplkVh+/ZcldBvBS/FCnuTIqTXKXAQAAAAAvLNFTTX18fGQ2m9W9e3fNmzdPJpNJXl5eypAhg+bNm6ddu3YpPDxc33//vW7duqUCBQokQdkAAAAAAABAypbo4K1x48aqV6+eQkNDNWbMGElS+vTp1a5dOz18+FDvvPOOypcvr9mzZ8tgMKhTp06JLhoAAAAAAABI6RI91dRgMGjKlCn6888/9c8//8jOLjrL+/jjjxUSEqIVK1bIbDbLzs5OXbp0UdOmTRNdNAAAAAAAAJDSJTp4k6LDt7Zt26pt27aWY46Ojho3bpwGDhyoK1euKF++fHJxcUmK7gAAAAAAAIAUL9FTTZctW6Zt27bFez579uzy9PSUi4uLli1bpokTJya2SwAAAAAAACDFS/SItyFDhqh8+fKqUaPGU9v6+voqMDBQ/fv3T2y3wEsVGBioefPmyWw2q0KFCipfvrz8/Px04MABjR49OrnLAwAAAAAAKdBzBW+hoaE6d+5crON3797Vnj174r3ObDbrypUrOnPmjBwckmR2K/DShIeHq2PHjgoNDZUkzZkzx3Kudu3ayVQVAAAAAABI6Z4rBXNwcFDv3r119+5dyzGDwaDTp0+rS5cuT73ebDarUqVKz18lkIzCwsLUrFkzNWrUSHnz5tW+fft04sQJZcyYUa1atUru8gAAAAAAQAr1XMFbpkyZ9PHHH+u7776zHHv48KEMBoPSpEkT73V2dnZydnZWyZIl9fnnn79wsUByyJEjhwYPHmz5uX79+qpfv34yVgQAAAAAAF4Fzz3vs0OHDurQoYPl5+LFi6ts2bKaO3dukhYGpDTnz59Xw4YNJUkffPCB+vXrl7wFAQAAAACAFC3Ru5r27t1bLVq0SIpagBRt8eLFkqS0adNq0aJFioyMTOaKAAAAAABASpYkwVvLli2TohYgxYqKitKyZcuUPXt2NWvWTCEhIdqwYUNylwUAAAAAAFKwJNtiNDg4WPv379fNmzcVERGRYNt33303qboFXopt27bp+vXratWqlZo2baoFCxZo/vz5atSoUXKXBgAAAAAAUqgkCd6+/PJLzZs375nbE7zhVbNkyRJJUu3atVWxYkXlzp1bO3fuVGBgoAoWLJjM1QEAAAAAgJQo0cHb/Pnz9ccff0iS3njjDeXLl0/Ozs6JLgxIKW7evKlNmzYpc+bMqlWrlgwGg5o1a6Zp06ZpwYIFGjJkSHKXCAAAAAAAUqBEB29//vmnDAaD3nnnHfXv319OTk5JUReQYqxYsUKPHz/Wm2++afn9btGihaZPn66lS5eqf//+SpMmTTJXCQAAAAAAUppEb64QGBioLFmy6NNPPyV0w2spZprpk7v35s2bVxUqVNDt27e1Zs2a5CoNAAAAAACkYIkO3hwcHJQjRw4ZDIakqAdIUY4cOaKTJ0/KaDSqVKlSVudidvOdP39+cpQGAAAAAABSuERPNXV3d1dAQIAePHigdOnSJUVNQIqxePFiSdKtW7fUuXNnq3OPHj2SJB04cEAnTpxQ8eLFX3p9AAAAAAAg5Ur0iLf33ntP4eHhmjhxYlLUA6QYERERWrVqlSTp+vXr2r17t9WfQ4cOWdoy6g0AAAAAAPzXc414W7duXZzHy5UrJ19fXx05ckR169ZV9uzZE1xsvkGDBs9XJZAM1q1bpzt37qhSpUqaM2dOnG327t2rjh07asWKFRo0aJDSp0//kqsEAAAAAAAp1XMFb3379o13LTez2awDBw7owIEDCd7DYDDo2LFjz9MtkCxiNlV48803421Tvnx55cuXTxcvXtTKlSvVtm3bl1UeAAAAAABI4Z4reMuVK5et6gBSlCtXrsjf31+Ojo5q2LBhgm2bNWumKVOmaN68eQRvAAAAAADA4rmCt02bNtmqDiBFWbJkiUwmk2rVqqVMmTIl2LZ58+aaOnWqjh8/rkOHDqlMmTIvqUoAAAAAAJCSJXpzBeB1YzabtWzZMkmSj4/PU9vnyZNHFSpUkMQmCwAAAAAA4F/PNeLteQUHB2vDhg0ymUyqVq2aChUqZMvugCRhMBi0YcOG57rG19fXRtUAAAAAAIBXVZIEb0ePHtX333+vokWLaujQoZKid3vs0aOHHj58KEmys7PTxx9/rJ49eyZFlwAAAAAAAECKlujg7eLFi+rcubMePHggO7t/Z65+8cUXevDggbJkyaL8+fMrICBAEydOlKenpypWrJjYbgEAAAAAAIAULdFrvM2aNUv3799XtWrVLKPdjh07ptOnTytNmjRasmSJ5s+fr6+//lpms1m///57oosGAAAAAAAAUrpEB2/+/v5ydnbWpEmTVLhwYUn/7n5arVo15cyZU1L0zo/ZsmXTgQMHEtslAAAAAAAAkOIlOngLDg5WgQIFlCFDBsuxbdu2yWAwqFq1alZt3dzcdOvWrcR2CQAAAAAAAKR4iQ7e0qRJo4iICMvPd+7c0ZEjRyRJlStXtmobGhqqdOnSJbZLAAAAAAAAIMVLdPCWL18+XbhwQdevX5ckrV27VlFRUcqZM6dl6qkk7dq1S1evXrU6BgAAAAAAALyuEr2rae3atXX48GG9++67ql69uhYvXiyDwSAfHx9J0q1bt7R8+XL9+OOPMhgMaty4caKLBgAAAAAAAFK6RAdv7777rjZu3Khjx47p3LlzMpvNKliwoHr06CFJOnfunMaOHSspOqTr0KFDYrsEAAAAAAAAUrxEB2/Ozs6aP3++Fi1apJMnT6pAgQJq1aqVZbOFggULqmzZsvLx8VG7du1kMBgSXTQAAAAAAACQ0iU6eJMkJyeneEeyubi46I8//kiKbgAAAAAAAIBXRpIEb88jIiJCTk5OL7tb4LVgJ4Om1Gkuc3IXgpfGIMnePnofnKgoU6r69s72TlJUclcBAAAAAC8uSYI3s9msf/75R6dPn9aDBw9kMpmszkdFRenhw4e6du2adu7cKX9//6ToFkh17O3slMmcViZTaopfUjc7O4NcM0VP3Q8NvZe6vj2hGwAAAIBXXKKDt4cPH6pbt246cODAU9uazWbWeAMAAAAAAECqYJfYG8yZM0f79++X2WxWsWLFVL58eZnNZuXPn19Vq1ZV4cKFZTZHj9AoW7as5s6dm+iiAQAAAAAAgJQu0SPe1q1bJ4PBoOHDh6tjx456/PixKlasqMKFC+vHH3+UJB04cEC9e/fWsWPHlCVLlkQXDQAAAAAAAKR0iR7xduHCBWXMmNGyq6mjo6OKFy+uvXv3Wtp4eXnpiy++0MOHD/Xrr78mtksAAAAAAAAgxUt08PbgwQPlzp3bau22IkWK6O7du7p69arlWN26dZUlSxbt3LkzsV0CAAAAAAAAKV6ig7c33nhDERERVsfy5s0rSTpz5ozlmMFgUO7cuRUcHJzYLgEAAAAAAIAUL9HBW5EiRXThwgXdvHnTcqxgwYIym806duyYVdtbt27Jzi7RXQIAAAAAAAApXqI3V6hTp4727NmjPn366Msvv1ThwoVVpkwZ2dvba8GCBWrbtq0yZ86sdevW6fLlyzIajUlRN5AqRZlMumN4LNkndyV4me7duSNJijKYXrlv72zvIPuIp7cDAAAAgNdRooO3du3a6c8//9S+ffvk4+OjgwcPKnv27Kpfv77+/vtvNWrUSLly5dLJkydlMBjUqFGjpKgbSJVMkj7e5JfcZQDPbLJ3Hb2R+P/UAAAAAMArKdHzPp2dneXr66umTZvKzc1NTk5OkqShQ4eqQIECun37to4dO6aoqCh5eHioW7duiS4aAAAAAAAASOmSZBhCtmzZ9P3331ttsuDm5qYVK1Zo/fr1unz5sgoUKKC6devK3v4VmycFAAAAAAAAvIAknf8TM9rtyZ+bNm2alF0AAAAAAAAAr4QkCd6CgoL0008/af/+/bp586YePXoUb1uDwaB9+/YlRbcAAAAAAABAipXo4O3ixYtq2bKl7t27J7PZ/NT2BoMhsV0CAAAAAAAAKV6ig7epU6cqLCxMWbNmVdeuXVW0aFE5OzsnRW0AAAAAAADAKyvRwZu/v78cHBz022+/qXDhwklREwAAAAAAAPDKs0vsDe7cuaOCBQsSugEAAAAAAABPSHTwliNHDkVERCRFLQAAAAAAAMBrI9HBW7169XTx4kUdOnQoKeoBAAAAAAAAXguJXuOtV69e2rBhgz7++GN98803qlKlSlLUhVfYlClTNHXq1Oe6ZuPGjcqTJ4+NKgIAAAAAAHj5nit48/HxifP4w4cPdf36dXXr1k3Ozs7KmjWrnJyc4mxrMBi0YsWK568Urwyj0RjrdyU0NFQ7duyQs7Oz6tatG+sadsIFAAAAAACvm+cK3k6fPp3gebPZrPDwcIWHh8fbxmAwPE+XeAU1aNBADRo0sDq2a9cu7dixQ1myZNH48eOTqTIAAAAAAICX57mCt2+++cZWdQAAAAAAAACvlecK3t5++21b1YFUrnPnztq9e7f++usvjR49WgcOHFCmTJk0YsQIhYeHa+jQofLx8YlztJzRaJQknTx50nLM29tb4eHh2rJli6ZNm6aVK1cqJCREOXPmVPv27fXuu+/qzp07mjBhgjZu3Kj79++rWLFi6tevnypXrmy5z65du9SlSxd17NhRrVu31rfffquDBw8qbdq08vLy0kcffaRSpUrZ/gUBAAAAAIBXTqJ3NQWSUp8+fXT27FnVqlVLDg4OiQq1oqKi9O6772r27NkqXLiwypYtq4sXL2rs2LGaOnWq2rdvr7///lvu7u7Kly+fDhw4oG7duikgICDWvU6fPq0OHTro2LFjql69unLlyqWNGzeqffv22rJlS2IeGQAAAAAAvKYSvaspkJQePXqklStXKkuWLDKZTLKzs9Pu3btf6F5hYWEKCgrSX3/9pQIFCkiSfv31V33zzTeaMmWKSpYsqTVr1sjFxUWSNHDgQK1cuVKLFi1S6dKlre61e/dueXl5aebMmcqUKZMkaf78+Ro1apSGDRumv//+WxkyZHjxBwcAAAAAAK8dRrwhRWnWrJmyZMkiSbKzS/yvZ7du3Syhm2S9M2///v0toZskNWrUSJJ08eLFWPdxcHDQhAkTLKGbJLVr1061atVSSEiINmzYkOhaAQAAAADA64XgDSlKzHptSaVMmTJWPz8ZtJUoUcLq3BtvvCEpetTdf3l5eSlXrlyxjtevX19S9FpwAAAAAAAATyJ4Q4qSMWPGJL1f5syZrX42GAyWf44ZWRfXuf/Knz9/nMdz5MghSbp+/foLVggAAAAAAF5XBG9IUZ53emlUVFSC5x0ckmYZQ3t7+ziPm83mBM8DAAAAAIDUi+ANKV5MGGcymWKdu3PnzkupITg4OM7jV65ckfTvyDcAAAAAAIAYBG9I8ZydnSVJoaGhsc7t37//pdSwZ88e3bt3L9bx9evXS5Jq1qz5UuoAAAAAAACvDoI3pHjFixeXJO3du1dHjx61HL969arGjx//UmoIDw/XyJEjFRERYTn2+++/a/v27SpYsCDBGwAAAAAAiCVpFsACbChfvnxq0KCB1q1bp7Zt26pKlSqSoncSLVasmAoXLqyzZ8/atAYXFxetW7dO+/fvV+nSpRUUFKRjx44pc+bM+vbbb+Xk5GTT/gEAAAAAwKuHEW94JYwfP169e/dWzpw55e/vr9OnT6tTp06aM2eO0qZNa/P+CxQooN9++025c+fWli1bdOPGDbVs2VKLFi1S6dKlbd4/AAAAAAB49RjMMdsyAohl165d6tKli8qWLat58+Yldzl6bDKpxZJlyV0G8Mwme9fRG1EMrn5RdnYGubpmkCSFht6TycR/slMLvn3qxbdP3fj+qRffPvXi27+aXFzSy97+2cayMeINAAAAAAAAsAGCNwAAAAAAAMAGCN4AAAAAAAAAG2DhHSABlSpV0smTJ5O7DAAAAAAA8ApixBsAAAAAAABgAwRvAAAAAAAAgA0QvAEAAAAAAAA2QPAGAAAAAAAA2ADBGwAAAAAAAGADBG8AAAAAAACADTgkdwEAnp2dpMnedZK7DLxk9vbRf0cSFWVK5kqen7O9gxSV3FUAAAAAQPIgeANeIfZ2dspkdpTJZE7uUvCS2NkZ5JopgyQpNPTeq/ftCd0AAAAApGJMNQUAAAAAAABsgOANAAAAAAAAsAGCNwAAAAAAAMAGCN4AAAAAAAAAGyB4AwAAAAAAAGyA4A0AAAAAAACwAYI3AAAAAAAAwAYI3gAAAAAAAAAbcEjuAgA8uyiTWXcNZpntk7sSvCwGmRV+J1ySFJXCv72zvb3sI6KSuwwAAAAASDEI3oBXiFlmDfA7lNxlAHH6vk4ZvZHcRQAAAABACsJUUwAAAAAAAMAGCN4AAAAAAAAAGyB4AwAAAAAAAGyA4A0AAAAAAACwAYI3AAAAAAAAwAYI3gAAAAAAAAAbIHgDAAAAAAAAbIDgDQAAAAAAALABgrdkZjabk7sEAAAAAAAA2ECqD968vb1lNBq1a9cu/fTTTzIajWrRosUzXfvrr7/KaDSqZ8+eL9R3QECA2rZtq8jIyBe6/lksWbJERqNRn3zyieXYpUuXZDQa4/xTtmxZNWrUSKNHj1ZISIjN6gIAAAAAAHjdOSR3ASnJ22+/rcmTJ+vo0aM6e/asChcunGD75cuXS5JatWr1Qv21adMm2Ue8+fj4WP7ZbDbr/v37OnXqlHx9fbVq1Sr9+eefyps3bzJWCAAAAAAA8GoieHtCtmzZVLNmTW3atEl//fWX+vXrF2/bU6dO6dixY3J1dVWdOnVeqL/kDt0kafz48bGOmUwmfffdd5o1a5a++uor/fTTT8lQGQAAAAAAwKst1U81/a+WLVtKklauXJlgu6VLl0qSmjdvLkdHR5vX9TLZ2dmpT58+cnR01LZt2/To0aPkLgkAAAAAAOCVQ/D2H7Vr11a2bNkUFBSkAwcOxNkmKipKf/31lyTraaaRkZHy9fVVixYt5OnpKU9PT7Vs2VK///671TpuMeuuxShVqpTVz5J09+5dTZgwQY0aNZKHh4cqVaqk999/X3v37o2zprCwME2YMEH169dX6dKl1aRJEy1YsOCF34Ozs7MyZcokk8mk+/fvxzr/zz//qHv37qpUqZI8PDzUuHFjTZkyJc62knThwgWNHDlS3t7eKl26tOrXr6+RI0fq2rVrsdr6+/urb9++qlmzptzd3eXl5aVmzZpp+vTpioiIsGrbuXNnGY1G7dixI9Z9Yt7zkCFDrI6fPXtWAwYMUP369eXu7q4qVaro/fff1/bt2+OsPTg4WF9++aW8vb3l7u6uqlWrqn///jp16lS87w8AAAAAAIDg7T8cHBzUrFkzSdKKFSvibLN9+3aFhISoXLlyKlSokCTp0aNHevfddzV69GgFBgaqUqVKqly5ss6dO6evvvpKPXr0sIRG+fLls1pb7c0337T6+cqVK2rRooVmzpypBw8eqHr16ipatKi2bdumzp07a+HChVb13LlzRx07dtTMmTP18OFD1a5dW2nTptXIkSP1yy+/vNB7CAoKUmhoqAoUKKAsWbJYnZs+fbq6desmf39/FSxYULVr19a9e/c0depUdejQQXfu3LFq7+/vr7ffflsLFiyQs7OzateuLUdHRy1YsEAtW7bU5cuXLW1nz56td955R5s2bVKBAgXk7e2tokWL6uTJk5o0aZIGDBjwQs8T4+LFi+rUqZNWrVqlTJkyydvbW/nz59fmzZv13nvvadmyZVbtjx8/rubNm2vu3Lmyt7dX7dq1lTt3bq1evVqtWrXSli1bElUPAAAAAAB4fbHGWxxatmypn3/+WWvWrNGwYcPk4GD9mmI2VWjdurXl2IQJE7R79255eHho5syZcnV1lSSFhobq/fff144dOzRhwgQNGTJE5cuXV/ny5S2j5saNG2fVx6BBgxQUFKSuXbtq0KBBlqmshw4dUvfu3fXFF1/Iy8tLRYoUkST98MMPOnnypOrUqaNJkyYpbdq0kqSFCxdq+PDhz/zcMZsrHD16VGPGjLHU8iR/f39NmjRJbm5umjlzpkqUKCFJioiI0KhRo7RkyRJ99dVXlrXjwsPDNXjwYIWHh2vEiBHq1KmTpa/vvvtOv/zyi8aMGaNp06bp+vXr+v7775U5c2YtWLBABQoUsPS7d+9ede3aVevXr9e1a9eUI0eOZ36uJ82YMUM3b97Ul19+qbZt21qOr1+/Xr1799aPP/6o5s2bS5IeP36svn376ubNm/r000/VrVs3GQwGSdKmTZvUt29fDRo0SH///bdcXFxeqB4AAAAAAPD6YsRbHAoVKqSyZcvq1q1bsaYfhoWFaePGjcqQIYMaNWokKXq02/z582VnZ6cJEyZYQjdJcnV11YQJE2RnZ6c//vhD4eHhCfZ96NAh7d271zJF8sn148qUKaNevXrp8ePHmjNnjqTowGvJkiVydHTUmDFjLKGbFB0M1q1bN8H+jEaj5U/x4sVVtmxZde7cWSdOnNCoUaNUr149q/YxI+g+++wzS+gmSU5OTho5cqRcXV21evVqBQcHS5I2btyo4OBg1axZ0xK6SZLBYFC/fv1UpEgRPXr0SJGRkbpx44bq16+vDz/80Cp0k6Ty5curaNGikqRLly4l+EwJCQkJkaRYwV3M1NdPPvlEJpNJUnQYd/HiRdWuXVvvvfeeJXSTJG9vb7Vp00Z37tzRokWLXrgeAAAAAADw+iJ4i0fM2m0xo9JirFmzRg8fPtSbb76pdOnSSZIOHz6shw8fqmTJksqXL1+se+XLl08eHh569OiRAgICEux3586dkqSKFSvKzi7256lVq5Ykaffu3Za+79+/L3d3d6vAL0aDBg0S7M/Hx8fqT7169VSiRAnZ2dlp9OjRmjZtmqVtVFSUZY25KlWqxLpXunTpVKFCBat2MXV6e3vHau/k5KRVq1bpl19+kYODg0qWLKmJEyeqa9euljYmk0kXLlzQypUrLVNYHz9+nOAzJaRChQqSpI8//lijR4/W1q1b9fDhQ0lSx44d1bBhQ8t7j/kWcT2r9O+32LVr1wvXAwAAAAAAXl9MNY1H48aNNWbMGG3cuFHh4eFKnz69JFnWAHtyU4Xr169LknLnzh3v/fLkyaNDhw5Z2sbn6tWrkiRfX1/5+vrG2y5mU4KY+7m5ucXbb0JipoT+19GjR9W9e3dNnjxZhQoVUqNGjXT79m09ePBAUnQw+CzPETPCLFeuXAm2jxEVFaW1a9dq1apVOnPmjC5fvmwJ2mJGnJnN5me6V1zeffddnT17VsuWLbO8YycnJ1WuXFlNmzaVj4+P7O3trZ7hm2++0TfffBPvPePaIAIAAAAAAIDgLR7Ozs5q0qSJFi5cqA0bNqhZs2YKCgrSvn37VLx4cXl4eFjaxgRBT05F/K+YNk5OTgn2GzPN0cPDI9Z0yyfF9JVQn5IsIdLzKlWqlHr27KmxY8dq4cKFatSokaKioiRFP0PDhg0TvD5//vySZLWb69Pcv39fXbt2VUBAgJydnS07iBYrVkzlypXTl19+qT179jzz/WLqfZKjo6PGjRunDz74QOvWrdO2bdt04MABbd26VVu3btXChQs1e/ZsOTk5Wb5FpUqVlD179nj7YX03AAAAAAAQF4K3BLRs2VILFy7UX3/9pWbNmsW5qYIkSyiT0NpjQUFBkqSsWbMm2Ge2bNkkSdWqVVP//v2fWmPMWmVP7gz6pKeNsEtIzOYNV65ckSRlzpxZjo6OioyM1Ndff/3UEFH6993ENypsw4YNioiIUI0aNfTbb78pICBAVatW1ZQpU5QhQwartnfv3o11fUzwGFfI9t/dVZ9UoEAB9ezZUz179tSDBw+0efNmffHFF9q7d6/Wr1+vpk2bWr6Fj49PrG8OAAAAAADwNKzxloCYnUN37typu3fvavXq1UqTJo18fHys2rm7uytdunQ6duyYJWB70sWLF3X06FHLKK6ExKxBtm3bNsuIqydt2LBBb775pr744gtJ0SPTMmXKpGPHjlkCsidt3rz5WR83lvPnz0uScubMKSl6pJunp6dMJpO2bdsWq73ZbNY777yjdu3aWdayK1u2rCRp69atsdpHRUXp888/16BBg2QymXTgwAFJ0Wut/Td0Cw4O1tmzZyXJ6r04OztLit499r9i7hfDZDKpS5cuql69umVdNyl6bbrGjRvrrbfekvTvFNOYb7Fly5bYL0fS3Llz1axZM6t18AAAAAAAAGIQvD1Fy5Yt9fjxY/3yyy86e/as6tevr0yZMlm1SZcundq0aSOTyaSBAwfq5s2blnM3b97UgAEDZDKZ1LJlS8uGDJKUJk0aSdE7pcaoVKmSSpYsqaNHj+rbb79VRESE5dyFCxc0evRonT592jIN1dHRUR06dFBUVJQ+/fRT3bt3z9J+/fr1ljXpntfZs2f1008/SZIlkJKkd955R5L01Vdf6dixY5bjJpNJkyZNkr+/v4KCglS8eHFJUpMmTeTq6qoNGzZYRgxK0SHdxIkTFRISolq1ailTpkyWKZt+fn5W67hduXJFvXv3tkxbffTokeVcTD/z58+3elerV6/Wxo0brZ7Jzs5Ob7zxhkJCQjRhwgSrUXK3b9+2hIOlS5e21J49e3atX79es2fPtqopICBAkyZN0okTJ1SsWLFne6kAAAAAACBVMZgTs1L9a8Db21uXL1/WnDlzVKlSpVjnb968qZo1a0qK3k3zt99+U+XKlWO1e/jwobp37649e/Yoffr0ls0Hdu/erfDwcFWuXFkzZ85U2rRpLdf4+Pjo1KlTKlasmAoWLKixY8fK2dlZgYGB6tq1q4KDg5U9e3aVKlVKDx8+1N69e/X48WM1aNBAkyZNsqzfFhERoe7du2vXrl3KkiWLKlSooBs3bmj//v3y8vLSgQMH5OPjY9lI4dKlS6pbt66lhieZTCZduXJFBw8elNlsVsOGDTV58mSrteTGjRunWbNmycHBQaVKlVL27Nl14sQJBQUFKV26dPrll19Urlw5S3t/f3998MEHevDggUqVKqU8efLo5MmTOn/+vHLkyKElS5bI1dVVhw4dUseOHfX48WMVKlRIRYsW1c2bN3XgwAGZzWbly5dPgYGB+vLLL9W2bVtJ0aFcs2bNdPfuXeXMmVOlS5dWUFCQjh07prfffltLly7V22+/rbFjx0qKHn3YunVr3b59W7lz51aJEiUUERGh/fv36969e1bvSZL279+vnj17KiwsTHny5JHRaNTt27e1f/9+mc1mdenSRcOGDXvWX7dEizSZ1HrpjpfWH/A8vq9TRm/EnvWNRLCzM8jVNXoEcGjoPZlMqfo/2akK3z714tunbnz/1Itvn3rx7V9NLi7pZW//bGPZCN6eErxJUp8+fbRu3Trly5dP69ati3dDg4iICP3xxx9asWKFzp07J3t7exUpUkQtWrRQ69atZWdn/VECAgL0+eef6/Tp03J2dtacOXNkNBolRQd+P//8szZu3KgrV64offr0KlCggNq0aaO33npLDg4Osfr+9ddftXTpUl2+fFnZsmVT27Zt5eXlpU6dOsUbvP2Xo6OjMmfOrBIlSsjHx0c+Pj5xPu+mTZs0d+5cHT58WA8ePFDOnDlVoUIF9ezZ07KxwpPOnj2rGTNmyN/fX7du3ZKrq6tq166tPn36WNZSi3knU6ZM0bFjxxQeHi43NzeVKFFC3bp107Vr19SnTx/VqVNHM2bMsLr35MmTtWvXLj18+FBFixZV9+7dVahQIfn4+FgFb5IUGBioGTNmaNeuXQoJCVHatGlVtGhRtWzZUi1btoz1nS5duqT//e9/2rZtm65fv67MmTOrcOHC6ty5s+rVqxfne7QVgjekZARvSY//Ryz14tunXnz71I3vn3rx7VMvvv2rieANeE0RvCElI3hLevw/YqkX3z714tunbnz/1Itvn3rx7V9NzxO8scYbAAAAAAAAYAMEbwAAAAAAAIANELwBAAAAAAAANkDwBgAAAAAAANgAwRsAAAAAAABgAwRvAAAAAAAAgA0QvAEAAAAAAAA2QPAGAAAAAAAA2ADBGwAAAAAAAGADBG8AAAAAAACADRC8AQAAAAAAADbgkNwFAHh2Bhk0oU4ZmZO7ELw0Bkn29tF/RxIVZUrR397Z3l6KikruMgAAAAAgxSB4A14h9nYGZTQbZDKl5PgFScnOziDXTOklSaGh91L2tyd0AwAAAAArTDUFAAAAAAAAbIDgDQAAAAAAALABgjcAAAAAAADABgjeAAAAAAAAABsgeAMAAAAAAABsgOANAAAAAAAAsAGCNwAAAAAAAMAGHJK7AADPzmQy64HBQWb75K4EL4tB0tW7EXJ25O9JAAAAAOBVQ/AGvEJMkr7dEpLcZSAZDK3rJqfkLgIAAAAA8FwYQgEAAAAAAADYAMEbAAAAAAAAYAMEbwAAAAAAAIANELwBAAAAAAAANkDwBgAAAAAAANgAwRsAAAAAAABgAwRvAAAAAAAAgA0QvAEAAAAAAAA2QPAGAAAAAAAA2ADBGwAAAAAAAGADBG9JYNeuXTIajWrfvn2i7tO5c2cZjUbt2LEjiSqzdunSJRmNRtWsWdMm909ppkyZIqPRqIkTJyZ3KQAAAAAAIBUieAMAAAAAAABswCG5CwBspWPHjmrSpImyZMmS3KUAAAAAAIBUiOANry0XFxe5uLgkdxkAAAAAACCVYqppAiIjI/Xbb7/Jx8dHZcqUUY0aNfT111/r3r17KlmypLy9vZ96j9OnT2vQoEGqXr263N3dVb16dQ0aNEhnzpxJsN/p06fL29tbHh4eaty4sWbMmKFHjx7Favvw4UPNnj1b7dq1U8WKFVWqVClVrlxZPXr00Pbt2xOsbfPmzTIajerZs2escyNGjJDRaFTfvn1jnevXr5+MRqMOHjxoOebv76++ffuqZs2acnd3l5eXl5o1a6bp06crIiLC6vohQ4bIaDRq9+7d6tOnj0qXLq3KlSvL19fXsg5d3759deXKFX3yySeqXLmyPD091bp1a23ZssXyXnv16qXy5curSpUq+uijjxQUFGTVT1xrvMUc27Bhg7Zs2aKOHTvKy8tL5cqV03vvvad9+/bF+a727dunHj16qHLlyvLy8tJ7772nI0eOaNiwYTIajdq1a1eC7xoAAAAAAKQ+jHiLh8lk0scff6wNGzYoQ4YMqlatmsLCwuTr66t9+/bJbDY/9R4bNmxQ//79FRERIaPRqHLlyikwMFArVqzQunXrNGnSJNWpUyfWdd98843OnTuncuXKqWTJktq1a5cmTpyorVu36tdff5WTk5Mk6dGjR+rcubMCAgKUPXt2lS1bVgaDQSdPntTWrVu1bds2TZ06VfXq1YuzvsqVKytt2rTas2ePHj9+LEdHR8u5nTt3SpL27t1rdU1UVJR27NghV1dXlS5dWpI0e/ZsjR07Vo6Ojipbtqw8PT117do1BQQE6MSJEzp69KimTp0aq/8RI0YoNDRUNWrU0OnTp1W8eHHLuStXrqhVq1YymUwqV66cgoKCFBAQoA8++EBffPGFvv76a7m4uKhSpUo6evSoNmzYoEOHDmndunVydnZ+6rdZtmyZ1q9frwIFCqhatWo6ffq0tm/frl27dun333+Xp6enpe2aNWv0ySefKDIyUmXLlpWrq6v27NmjDh06qECBAk/tCwAAAAAApE4Eb/FYvHixNmzYIKPRqFmzZilr1qySooOoHj16yGQyJXh9SEiIPvnkEz1+/Fhff/21WrZsaTm3aNEiDR8+XAMHDtSaNWvk5uZmde2FCxf0448/WgKzW7duWUZj/frrr5YRan/88YcCAgJUv359TZo0SQ4O0Z8zKipKo0eP1h9//KG5c+fGG7ylTZtWlStX1ubNm3Xw4EFVqFBBUnTodfHiRdnb2ys0NFRnz55V4cKFJUkHDx7UnTt31KJFC9nZ2en69ev6/vvvlTlzZi1YsMAqiNq7d6+6du2q9evX69q1a8qRI4dV/9evX9eKFSuUN29emUwm2dnZ6dKlS5Kkw4cPq2LFipoxY4bSp08vs9ms3r17a8OGDRo+fLhatGihr776Sg4ODgoPD1eLFi10/vx5+fn5qWnTpgl+G0lav369PvnkE3Xv3l0Gg0Emk0n9+/fX33//rVmzZumHH36wvPuRI0dKkmUUoiSFhYXpgw8+0J49e57aFwAAAAAASJ2YahoPX19fSdLo0aMtoZsklS9fXu+///5Tr1+wYIEePHigZs2aWYVuktSqVSs1b95c4eHhmjdvXqxr33rrLauwLEuWLPrqq68kRYdtMRwdHVWrVi0NGDDAErpJkr29vdq2bStJliArPrVq1ZIk/fPPP5Zj/v7+kqSGDRtKknbv3m05t3XrVkmyBFA3btxQ/fr19eGHH8Ya/VW+fHkVLVo03jrq1q2rvHnzSpLs7GL/Kg4ePFjp06eXJBkMBkug5uTkpKFDh1qeOX369KpRo4ak6NDyWZQoUUI9evSQwWCw9N+pUydJ0qlTpyztli9frrt376p169ZWU4vfeOMNffvtt7K3t3+m/gAAAAAAQOpD8BaH0NBQnTx5UtmyZbNMp3xSTCCVkJiRUI0bN47zfJMmTSRZh1oxfHx8Yh0rVaqU3NzcdPXqVV2+fFmS1KlTJ/30008qVKiQpd2DBw8UEBCg9evXS1Ks9dX+K2aqa0zYFvPPjo6Oevfdd62eRYoO3pycnFS1alVJUsmSJTVx4kR17drV0sZkMunChQtauXKl7ty5I0l6/PhxrL6LFSsWb11OTk4qWbKk1bGYjRJy586tjBkzWp2L+TmudfDi8uRU0hjZs2eXFL1uXowdO3ZIig4J/ytXrlxx/n4AAAAAAABITDWN09WrVyVJOXPmjPN87ty5n3qP69evJ9g2T548kqKnpD7r/XPmzKng4GBdv37d0ubGjRuaN2+edu3apfPnz+vGjRsym82WkVxPW4suZ86cKlasmA4fPqywsDC98cYb2rVrl9zd3eXh4SEXFxdLOBgSEqLjx4+revXqlpFoUvTU1rVr12rVqlU6c+aMLl++bAnaEqojU6ZM8db1xhtvxBoFF3OvLFmyxGofc+5ZxdV3zOi1J6cRx/wu5MqVK8775MqVSwcOHHiuvgEAAAAAQOpA8BaHyMhISYp3Hbdn2Vghpk18gVDM+ZiNEp6UJk2aBK+JmWK5a9cu9erVS/fv31fOnDlVpkwZFS5cWCVLllTu3LnVqlWrp9YpSbVr19apU6e0a9cuFSxYUNevX1eLFi1kMBhUsWJF/f333woMDNSBAwdkNputNoS4f/++unbtqoCAADk7O8vd3V1Vq1ZVsWLFVK5cOX355ZfxroMW1/TSGE9OnU1OMQFiYn4XAAAAAABA6pQy0o0UJmYTgGvXrsV5Pr7jT8qePbsCAwN16dIlFSlSJNb5mDXPXF1dY527fv16nKPtrly5Iil6lJrZbNawYcN0//59jRo1Sh06dLBqe+zYsafWGKN27dr66aeftGPHDgUHB0uK3vE05n///vtv7d692zId9cngbdasWQoICFDVqlU1ZcoUZciQwered+/efeY6UqIcOXIoMDBQV69etaxX96Rn+V0AAAAAAACpE2u8xSFHjhzKnz+/bty4ocOHD8c6v2nTpqfeI2aH0LVr18Z5fvXq1ZKkihUrxjq3bdu2WMf27t2rkJAQFSpUSFmzZtWNGzcUFBSkjBkzxgrdJGn79u2S4h+p9SRPT09lzpxZO3bs0N69e+Xo6CgvLy9J/wZw/v7+2rFjh4oXL2417TJmmmXHjh1jhW7BwcE6e/bsM9eRElWqVEmStHnz5ljn4vv9AAAAAAAAkAje4tWlSxdJ0qhRo3Tz5k3L8aNHj2ratGlPvb5NmzZydnbW0qVLtWzZMqtzixcv1vLly+Xs7Ky333471rU///yz1bphwcHBGj58uCRZNjx444035OjoqLt378aayrlu3TpLjU/bXEGKXtusevXqCgwM1LZt2+Tp6am0adNKkgoWLCg3NzetX79ed+7csRrtJv274YGfn5/VtMsrV66od+/elmm7z7rpQUrTsmVLOTs7688//7QKRB88eKChQ4fGWssOAAAAAAAgBlNN49G+fXv5+flp+/btatCggSpVqqQHDx5o165dypUrl+7evStHR8d4r3dzc9O4ceM0YMAADR48WLNnz1bBggUVGBioEydOKF26dPruu+/i3EihePHi6tixoypWrKh06dJp586dun//vt588021bt1akpQ2bVq1a9dOvr6+6tq1qypUqKCMGTPq9OnTCgwMVO7cuXXr1i2FhYXp4cOHliAtPnXq1NHKlSsVFhZmGeUVo1KlSlqxYoUkydvb2+pcp06dtGbNGi1atEj79+9X0aJFdfPmTct6cDHPfOPGjWd67ylN9uzZNWrUKA0ZMkQ9evRQuXLl5Orqqn379un+/ftydXVVaGhoilmTDgAAAAAApByMeIuHvb29pk+frn79+snV1VVbtmzR6dOn1bVrV3377beSFGtq5X81aNBAixYt0ptvvqnQ0FBt2LBBd+/eVatWrbR48WLVq1cvzuvGjRunbt266ezZs9q+fbvy5MmjUaNG6bvvvrMaWTV06FCNHDlSRYoUUUBAgHbv3i1nZ2f16tVLy5YtU6VKlWQymbRly5anPm+NGjUsu3r+d/przHTTrFmzysPDw+pcmTJl9Mcff6hmzZq6e/eutm7dqpCQENWvX1/z58/XgAEDJEWPiHtVNW/eXL/88osqVqyoY8eOadu2bSpRooTmzZsnNzc3SdEjEAEAAAAAAJ5kMLMtY5xOnDihLFmyWIKVJ61fv169e/dWkyZNNHHixGSoDi/L1atX9fDhQ+XOnTvWDrSRkZGqVq2a7t69q3379snZ2dnm9USazBqw/JLN+0HKM7Sum5weR8hk4l/ZqYmdnUGurtF/yRMaeo/vn4rw7VMvvn3qxvdPvfj2qRff/tXk4pJe9vbPNpaNEW/x+OKLL1SzZs1Yo8Vu3rypqVOnSpLq16+fHKXhJdq+fbsaNWqkIUOGWK1hZzabNXXqVN2+fVvVqlV7KaEbAAAAAAB4tbAwVTy6deumgwcP6v3331fp0qWVM2dOhYWFaf/+/Xrw4IHeeustNWnSJLnLhI01atRI06dP16pVq3TgwAGVLFlSZrNZJ06c0OXLl5UjRw59/vnnyV0mAAAAAABIgQje4lG/fn3NmzdPc+bM0cGDB3X8+HE5OzvLw8NDLVu2VPPmzZO7RLwEb7zxhhYtWqS5c+dq3bp12rVrlyIjI5UzZ0716NFD7733nrJkyZLcZQIAAAAAgBSI4C0Bnp6e8vT0TO4ykMxcXFzUp08f9enTJ7lLAQAAAAAArxDWeAMAAAAAAABsgOANAAAAAAAAsAGCNwAAAAAAAMAGCN4AAAAAAAAAGyB4AwAAAAAAAGyA4A0AAAAAAACwAYfkLgDAs7OT9GmtbDIndyF4aQyS7B3s5Oxop8jHyV0NAAAAAOB5ELwBrxA7O4PSmSNlMhG9pRZ2dga5ZswgSQq9n8zFAAAAAACeC1NNAQAAAAAAABsgeAMAAAAAAABsgOANAAAAAAAAsAGCNwAAAAAAAMAGCN4AAAAAAAAAGyB4AwAAAAAAAGyA4A0AAAAAAACwAYI3AAAAAAAAwAYckrsAAM/OZDLLYHCSvX1yV4KkYm8vRUQ8Su4yAAAAAAA2QPAGvGI2b7qb3CUgCdX2zpjcJQAAAAAAbISppgAAAAAAAIANELwBAAAAAAAANkDwBgAAAAAAANgAwRsAAAAAAABgAwRvAAAAAAAAgA0QvAEAAAAAAAA2QPAGAAAAAAAA2ADBGwAAAAAAAGADBG+vKbPZnNwlAAAAAAAApGqpOniLiIjQ6tWr9f7776tu3bry8PBQhQoV1KFDB/n6+ioiIsKq/ZAhQ2Q0GrVw4ULLsSlTpshoNGrixIkvu/x4rVq1SgMGDEjSe167dk3Tpk1Tq1atVLVqVbm7u6tWrVrq37+/du3aFec13t7eMhqNunDhQpLWAgAAAAAA8CpwSO4CksuZM2fUr18/nT59WunSpZPRaFSpUqV0/fp1HT58WPv27dOCBQv066+/KmvWrMld7jPbs2ePBgwYoLJlyybZPefPn6+vv/5ajx49kpubm4xGo9KlS6dz585p9erVWr16tbp166bBgwcnWZ8AAAAAAACvulQZvF24cEFt2rRReHi4OnfurI8++khZsmSxnL927Zo+++wz/fPPP+ratasWL16stGnTxnmvjh07qkmTJlbXJyeTyZSk9/vf//6n8ePHK3PmzBo3bpwaNmwoO7t/B0pu27ZNAwYM0KxZs5Q+fXr17t07SfsHAAAAAAB4VaW6qaZms1kDBw5UeHi4evXqpeHDh8cKzXLkyKGpU6eqQIECOnPmjNXU0v9ycXFR4cKF5eLiYuvSX7rjx49r8uTJSpMmjX777Tc1btzYKnSTpBo1amjSpEmSpJ9++kmhoaHJUCkAAAAAAEDKk+qCt3379unw4cPKli2bPvjgg3jbOTs76/3331f58uUTvF9ca7zFHPPz89OGDRvUtm1beXp6qlKlSho4cKBu3LghSVq0aJF8fHxUpkwZNWzYUFOnTtXjx49j9XHkyBENGjRI3t7e8vDwkKenpxo3bqzvvvtOd+/etbQbMmSIunTpIknav3+/jEajOnfubHWvwMBADR48WDVq1JC7u7tq1qypYcOG6fLly7H69fX11ePHj9WuXTsVL1483ndQrVo11a1bV7Vr19bVq1djnX/06JGmTp2qBg0ayMPDQ7Vq1dLo0aMVFhYWq+2dO3c0ZcoUtWjRQuXKlZO7u7uqV6+uvn37KiAgwKrtpUuXZDQa9eGHHyo4OFhDhw5VtWrV5OHhoaZNm2r27NmKioqK1cfNmzc1duxYy7p+TZo00e+//669e/fKaDRqyJAhsa4JCAhQ3759VaVKFbm7u6tu3br65ptvdPPmzXjfCwAAAAAASN1S3VTT1atXS5Lq1asX7/TRGC1atFCLFi1euK/58+dr8+bNKlGihKpWrar9+/dr5cqVCgwMVNWqVfXLL7/Iy8tLlStX1j///KMpU6bo9u3bGj58uOUea9as0cCBA2U2m+Xp6Sl3d3eFhobq4MGD+vnnn7Vz504tXLhQdnZ28vLyUnBwsHbs2CEXFxdVq1ZNhQsXttxr+/bt6t27tx48eKBixYrJ09NT58+f16JFi7Rhwwb98ssvcnd3lyRFRUVp3bp1kqQ333zzqc86bdq0eM99/PHHunjxosqXL68CBQpoz5498vX11YEDB7RgwQI5OET/GoaGhqpdu3a6ePGi8uXLp8qVK+vx48c6evSo1q5dq02bNmnevHny8PCwun9ISIhat26t+/fvy8vLS48ePdKePXs0duxYXbp0SSNGjLC0vXHjhjp27Kjz588rd+7cqlOnjs6fP6+vvvpKZcqUibP+pUuXatiwYTKZTCpZsqQqVKig48eP69dff9X69es1Z84c5cmT56nvCAAAAAAApC6pLng7d+6cJMUbsiSlzZs3a8SIEerUqZMkKTg4WA0bNtTRo0d1/Phx/fzzz6pWrZok6Z9//lG3bt20ePFiDR06VPb29oqIiNAXX3whOzs7+fr6ysvLy3Lvs2fPqk2bNjpy5IgOHDigcuXKqW3btipQoIB27NihAgUKaPz48Zb2N2/e1IABAxQREaEJEyaoadOmlnMLFizQyJEj1a9fP61evVpOTk4KCQlRWFiYHBwcVKpUqUS9h7t372rZsmUqWrSoJCkoKEhvvfWWjhw5oj179qhKlSqSpOnTp+vixYvq3Lmzhg0bJoPBICl6xFy/fv20adMmLViwIFbwFhAQoPLly2vKlCmWKb+bNm3SBx98oPnz5+vjjz9WxowZJUnjxo3T+fPn1axZM40ZM0aOjo6SpF9//VXffPNNrNrPnj2rESNGKE2aNJo2bZqlVpPJpMmTJ2vGjBkaNGiQ5s2bl6h3BAAAAAAAXj+pbqppSEiIJMnV1dXmfRUrVswSukmSm5ubKlSoIElq1KiRJXSToqdrZsiQQffv37fUeOPGDVWvXl3dunWzCt0kqXDhwqpcubKk6CmXT7No0SLduXNH7dq1swrdJKlt27aqXbu2goKCtH79eknS9evXJUmZM2eWvb398z66lZ49e1pCN0nKmzevGjRoIEk6efKk5XjGjBlVo0YN9e3b1xK6SVKaNGnUsmVLSfE/64gRI6zW2fP29laePHkUGRlpCVtv3ryplStXKnPmzPryyy8toZskvfPOO1bfI8acOXP0+PFj9e7d2xK6SZKdnZ369eunYsWKaf/+/Tp48ODzvBIAAAAAAJAKpLrgLSZEimvtr6QW16i6mHCoRIkSsc7FjMp69OiRJClXrlwaP368BgwYYGljNpt15coVrV+/3hJCRUREPLWWXbt2SZJVePSkmjVrWrWLmf4ZGRn51Hs/zX9DQyl6AwtJVmvU9e3bVz///LPlPUhSWFiY9u7dq+3bt0uK+1nTpUsno9EY63j27NklSQ8ePJAU/Wwmk0nVqlWLc5pxw4YNYx3buXOnpLjfm8FgUI0aNSRJu3fvjnUeAAAAAACkbqluqmm2bNl08uTJl7L7ZqZMmWIdixnJ9d+dVJ88919btmzRsmXLdPr0aQUFBenhw4cJto9LzKYHvXv3TrDdtWvXJEW/Jyk6GIuMjLQEcS/ijTfeiHUs5n7/DUCDgoL0xx9/6MCBAzp//rxu3bol6d9nNZvNcd4/rncR00fMNTHvIGfOnHHWmStXrljHYt7H22+/Hec1MeLaVAIAAAAAAKRuqS54c3d31/bt2xUQEKBWrVol2DYsLEzTpk1T5cqV45yG+DSJCauk6HXEPvzwQ/n5+cnR0VHu7u566623VLRoUXl6eur333/X8uXLn+leMQFXnTp1lCFDhnjbFSlSRJKUNWtWubm5KTg4WIcPH45z1NqT/Pz8FBgYqJo1a1ruEcPO7tkGVq5cuVKDBw9WZGSk8ufPr0qVKqlIkSJyd3e3vIu4PGsAGTN6z2QyxXk+rlAv5r01bdo0wedIaNdXAAAAAACQOqW64K1u3bqaMWOG/Pz89OjRI6VJkybetn///bdmzZqlZcuWWaY6vkzLly+Xn5+fihcvrv/973+WqZMxwsLCnvle2bNn1/nz59WlSxdVrVr1qe0NBoO8vb01b948rV279qnB2//+9z/t27dPwcHBGjp06DPXFSM8PFwjR46UFL1Dat26da3Ox6w9lxhubm6S/h3F9l/BwcGxjmXPnl2XL1/Wxx9/rPz58ye6BgAAAAAAkHqkujXeSpcurfLly+v69euaMWNGvO1u376tmTNnSorefCCxGwy8iAMHDkiSWrRoESt0Cw8Pt5x/cgRXfKO/YjZ12LJlS5znv//+e7Vo0UILFy60HOvcubMcHR01d+5cnT17Nt46169fr/3798ve3l5t27Z9hieL7fTp0woPD1fRokVjhW6SLMFnXKPSnlXFihVlZ2cnf39/yzp6T9q4cWOsY097b59++qnatGmjTZs2vXBdAAAAAADg9ZTqgjdJ+vzzz5U2bVpNmzZN48aNs1rgX4peZ6xXr14KCgpSgQIF1KNHj2SpM2Yjhq1bt1ptcnDr1i3179/fsv7ZkyFSzAi+e/fuWd2rbdu2cnZ21u+//65Vq1ZZnfPz89Ps2bN19OhRubu7W44XLlxYPXr0UEREhDp27KiNGzfGCr7Wrl2rTz/9VGazWd27d1ehQoUS9ayBgYGWXUil6KBt3rx5+vPPP2M96/PKmTOn6tevr1u3bunLL7+0eqeLFi2Sn5+fJOvwsnPnzrK3t9fkyZPl7+9vdb/58+dr+fLlOn78uEqXLv3CdQEAAAAAgNdTqptqKklFixbVb7/9pl69emnWrFmaN2+e3N3dlTVrVl27dk0BAQGKiopSsWLFNHPmTKVPnz5Z6mzVqpV8fX21fft2NWjQQKVKldK9e/e0f/9+PXz4UEWKFNGZM2d048YNyzV58uSRvb29Tp06pa5du8poNOqzzz6Tm5ubxo0bpwEDBmjAgAH68ccfVahQIV29elVHjhyRJA0dOjTWbqsff/yxTCaTZsyYoQ8//FC5cuVSsWLF5OTkpGPHjll2Vu3SpYv69ev3ws+aL18+eXt7a9OmTWrevLkqVqyoNGnS6NixY7py5Uqcz/oihg0bpoCAAC1atEj+/v7y8PDQpUuXdOTIEeXLl08XL160WpvP3d1dn332mUaPHq133nlHJUuWVJ48eRQYGKjTp0/L3t5e3333nbJmzZqougAAAAAAwOsnVY54kyRPT0+tXr1affr0UdGiRXXixAmtW7dO586dU7ly5TRq1CgtXrw4zp0uX5Y8efJo4cKFatSokaKiorRlyxYFBQWpSpUqmjVrlr799ltJsozUkiRXV1eNGTNGefLk0b59+6zONWjQQIsXL9Zbb72lsLAwbd68WTdu3FDt2rU1Z84cvfPOO3HW0b9/f82bN08tWrSQk5OT/P395efnp6ioKL355pv6448/NGzYsGfeRCE+EydOVN++fZUnTx7t2bNHBw8eVLZs2TRw4EAtWbJExYoV0/Xr1y1B4Ytwc3PTwoUL1aZNG0VERGjjxo168OCBvvjiC3Xq1EmSYm0+0alTJ82dO1f169fXtWvX5Ofnp/v376tx48ZatGiRGjVqlKjnBgAAAAAAryeDOTGLZgGvkIiICJ05c0a5c+dWpkyZYp0fPXq0fH199fnnn6t9+/bJUOHTmUxmLVsSmtxlIAnV9s6oqKj4p1Db2Rnk6hodBoeG3pPJxL+yUxO+f+rFt0+9+PapG98/9eLbp158+1eTi0t62ds/2+CjVDviDalPVFSU2rRpo/r168fawfTo0aNaunSpnJycVKtWrWSqEAAAAAAAvE5S5RpvSJ3SpUunDh066LffflP9+vVVrlw5ZcyYUcHBwTp06JAkadSoUck6vRgAAAAAALw+CN6QqgwdOlSenp76888/dfr0ad2+fVtZsmRR/fr11bVrV5UrVy65SwQAAAAAAK8JgjekKgaDQU2aNFGTJk2SuxQAAAAAAPCaY403AAAAAAAAwAYI3gAAAAAAAAAbIHgDAAAAAAAAbIDgDQAAAAAAALABgjcAAAAAAADABgjeAAAAAAAAABtwSO4CADyf2t4Zk7sEJCF7eykqKrmrAAAAAADYAsEb8AqxszPIbI6QyWRO7lKQRAjdAAAAAOD1xVRTAAAAAAAAwAYI3gAAAAAAAAAbIHgDAAAAAAAAbIDgDQAAAAAAALABgjcAAAAAAADABgjeAAAAAAAAABsgeAMAAAAAAABsgOANAAAAAAAAsAGH5C4AwLMzm8xKY3KUObkLQZIxOEoPHkckdxkAAAAAABsgeANeIWazdHr5neQuA0moSLNMyV0CAAAAAMBGmGoKAAAAAAAA2ADBGwAAAAAAAGADBG8AAAAAAACADRC8AQAAAAAAADZA8AYAAAAAAADYAMEbAAAAAAAAYAMEbwAAAAAAAIANELwBAAAAAAAANkDwBgAAAAAAANgAwRuQSGazOblLAAAAAAAAKRDBWyo1ZMgQGY1GLVy4MLlLeWUFBwfrk08+0c6dO5O7FAAAAAAAkAIRvAEvaNCgQfrrr78Y8QYAAAAAAOLkkNwFIHkMGDBAPXr0UPbs2ZO7lFcWgRsAAAAAAEgIwVsqlT17dkI3AAAAAAAAG2KqaTL4559/1L17d1WqVEkeHh5q3LixpkyZovv371vaXLp0SUajUR9++KGCg4M1dOhQVatWTR4eHmratKlmz56tqKgoS/tWrVrJaDTK398/zj6/+OILGY1G/f7775LiXuMt5tju3bvVp08flS5dWpUrV5avr6+lzenTpzVo0CBVr15d7u7uql69ugYNGqQzZ87E6rNz584yGo26ffu2fvvtN7355pvy8PBQ1apVNXToUF25csWq/ZIlSyw17t27V127dpWXl5cqVKigXr16KTAwUJK0YcMGtW7dWp6envL29tbo0aMVHh4eq/+oqCjNmzdPrVu3lpeXl7y8vNS2bVstXbo01mi1mL5//fVXHTp0SN27d1f58uXl5eWlDh06aNOmTbG+ze7duyVJ7777roxGo3bt2hXnuwcAAAAAAKkTwdtLNn36dHXr1k3+/v4qWLCgateurXv37mnq1Knq0KGD7ty5Y9U+JCRErVu31vr161WyZEl5eXnp3LlzGjt2rL7++mtLu+bNm0uSVq1aFavPyMhI/f3333J0dFSTJk2eWuOIESPk7++vGjVqKGPGjCpevLik6MCrRYsWWrFihVxcXFS3bl25uLhoxYoVatmypfz8/OK83/Dhw/X111/L2dlZtWrVUlRUlJYsWaL27dsrLCwsVvvNmzerc+fOunbtmqpVqyZnZ2f5+fmpa9eu+vXXX/XRRx8pKipKVatW1a1bt+Tr66uBAwda3ePx48fq1auXPv/8c507d05eXl6qWLGiTp06pSFDhmjo0KFx1rpz50516NBBZ86cUaVKlZQvXz7t27dPH3zwgf7++29JkrOzs3x8fOTq6ipJqlKlinx8fJQ1a9anvlsAAAAAAJB6MNX0JfL399ekSZPk5uammTNnqkSJEpKkiIgIjRo1SkuWLNFXX32l8ePHW64JCAhQ+fLlNWXKFLm4uEiSNm3apA8++EDz58/Xxx9/rIwZM6pp06YaO3as1q9fr1GjRsnR0dFyjx07dujmzZuqU6eO5R4JuX79ulasWKG8efPKZDLJzs5OISEh+uSTT/T48WN9/fXXatmypaX9okWLNHz4cA0cOFBr1qyRm5ub1f22b9+uX3/9VVWqVJEk3b59W23atNGFCxe0fPlyderUyar9tm3b1K1bN3366acyGAy6d++emjZtqmvXrumbb77R6NGj1bp1a0nSmTNn1KxZM/n5+SkkJETZsmWTJE2bNk1bt25VxYoVNXnyZMtz37hxQz169NDSpUtVrlw5y31i+Pn5qXPnzho8eLDlHY4dO1azZ8/WTz/9pEaNGsnFxUXjx49X586dFRoaqp49e6pq1apPfa8AAAAAACB1YcTbS/TLL79Ikj777DNL6CZJTk5OGjlypFxdXbV69WoFBwdbXTdixAirwMzb21t58uRRZGSkzp07J0nKkiWLatSoodu3b+uff/6xun7lypWS/h0V9zR169ZV3rx5JUl2dtG/IgsWLNCDBw/UrFkzq9BNip7m2rx5c4WHh2vevHmx7temTRtL6CZJmTNn1ltvvSVJOnXqVKz2mTNnVv/+/WUwGCRJGTJkUJ06dSRJZcqUsQrLihQposKFC0uSLly4ICk6yPT19ZWjo6PGjx9v9e6yZs2qL7/8UtK/3+NJLi4uVqGbJHXp0kVS9DRbAAAAAACAZ0Xw9pJERUVp7969kmQVQsVIly6dKlSoYNUu5rjRaIzVPmZjhAcPHliOxTXd9NGjR9qwYYMyZswob2/vZ6q1WLFisY7t2bNHktS4ceM4r4mZwhqz7tmTPD09Yx2LGRX38OHDWOdKliwpJycnq2Mx4VnMtNcnZcyYUVJ04CZJR48eVVhYmAoVKhRr9J0keXh4yNXVVYGBgQoJCbE65+7ubhW6Sf++64iICJlMplj3AwAAAAAAiAtTTV+S27dvW0KyihUrJtj26tWrKlOmjCTpjTfesIz8epKDQ/Sne3KTgDp16ihTpkzauHGjHj16pDRp0mjTpk0KDw9XmzZtYoVZ8cmUKVOsY9evX5ck5c6dO85r8uTJI0mxgqz47mdvby9JcQZZcbWPeQdZsmSJ91yMq1evSpJOnjwZZ2j537Yx01Olf0O8J8W865h6Y0YBAgAAAAAAJITg7SWJ2YHUyclJDRs2TLBt/vz5Lf8cV+gWHycnJzVq1EgLFizQ5s2b1bBhQ8vot2bNmj3zfeIKlmICvvjqiTkfV7j3PM8gWQddLyImzMuVK5fKlSuXYNv06dNb/fy8tQIAAAAAAMSH4O0lyZw5sxwdHRUZGamvv/76qaPPLl269EL9NG/eXAsWLNDff/+tatWqacuWLcqTJ89TA6inyZ49uwIDA3Xp0iUVKVIk3npjdvpMTjEj2HLkyGG1UQUAAAAAAMDLxJy5l8TJyUmenp4ymUzatm1brPNms1nvvPOO2rVrp4CAgBfup2zZssqfP7+2bt2qtWvXKiIiQm+99VaiR3JVqFBBkrR27do4z69evVrS06fRvgweHh5KmzatTpw4YZki+6Tg4GA1btxY7777rsLDw5OhQgAAAAAAkBoQvL1E77zzjiTpq6++0rFjxyzHTSaTJk2aJH9/fwUFBcW5gcDzeOutt3Tv3j398MMPkp5vmml82rRpI2dnZy1dulTLli2zOrd48WItX75czs7OevvttxPdV2I5OzurTZs2un//vgYNGqTQ0FDLufDwcA0dOlTnzp2Ts7NzrKmmzyNNmjSSpLCwsETXDAAAAAAAXj9MNX2J6tWrp27dumnWrFlq3bq1SpUqpezZs+vEiRMKCgpSunTp9MMPPzzzJgjxadasmaZOnapr167J09NTBQoUSHTtbm5uGjdunAYMGKDBgwdr9uzZKliwoAIDA3XixAmlS5dO3333XbybL7xsAwcO1PHjx7Vz507Vr19fHh4eSpcunQ4cOKDbt2+rQIEC+uKLLxLVR4ECBbRt2zZ99dVXWrVqld599115eXkl0RMAAAAAAIBXHSPeXrLBgwdr+vTpqly5ss6fP68tW7bIzs5OrVq10vLlyxO9Fpsk5c2bV2XLlpUUPfotqTRo0ECLFi3Sm2++qdDQUG3YsEF3795Vq1attHjxYtWrVy/J+kqstGnTatasWRo2bJgKFSqkgIAA7dq1S9mzZ1efPn20cOFCZc2aNVF9fPjhh/L29lZ4eLi2bdumU6dOJVH1AAAAAADgdWAwx2xHCSDFM0WZdWh2SHKXgSRUpFkmPVREvOft7Axydc0gSQoNvSeTiX9lpyZ8/9SLb5968e1TN75/6sW3T7349q8mF5f0srd/trFsjHgDAAAAAAAAbIDgDQAAAAAAALABgjcAAAAAAADABgjeAAAAAAAAABsgeAMAAAAAAABsgOANAAAAAAAAsAGCNwAAAAAAAMAGCN4AAAAAAAAAGyB4AwAAAAAAAGyA4A0AAAAAAACwAYfkLgDAszMYpKLNMsmc3IUgyRgcJT1O7ioAAAAAALZA8Aa8Qgx2Bj2yeyyTiejttUHoBgAAAACvLaaaAgAAAAAAADZA8AYAAAAAAADYAMEbAAAAAAAAYAMEbwAAAAAAAIANELwBAAAAAAAANkDwBgAAAAAAANgAwRsAAAAAAABgAwRvAAAAAAAAgA04JHcBAJ6d2WRW+kh7yZzclSCpmJ0Muhf1OLnLAAAAAADYAMEb8CoxS7d9Lyd3FUhCmTvlluyTuwoAAAAAgC0w1RQAAAAAAACwAYI3AAAAAAAAwAYI3gAAAAAAAAAbIHgDAAAAAAAAbIDgDQAAAAAAALABgjcAAAAAAADABgjeAAAAAAAAABsgeAMAAAAAAABsgOANAAAAAAAAsAGCNyARjEajjEajIiMjk7sUAAAAAACQwhC8AQAAAAAAADZA8AYAAAAAAADYAMEbAAAAAAAAYAMEb0hyd+7c0ZQpU9SiRQuVK1dO7u7uql69uvr27auAgABLu127dsloNKp9+/Zx3sfb21tGo1GXLl2yHDObzfr111/Vpk0bVapUSWXKlFHTpk01YcIE3blzx+r6IUOGyGg06vDhw5o7d64aNmyo0qVLq169epowYYLu3bsXZ7/79+/XRx99pMqVK8vd3V116tTRqFGjdPXq1SR4OwAAAAAAILUgeEOSCg0NVatWrTR16lSFhYWpcuXKqlq1qsxms9auXasOHTro8OHDL3z/b775Rt98840uXLggT09PVatWTbdv39bMmTPVoUMHRURExLrmxx9/1Jdffqk0adKodu3aevDggWbOnKmOHTvGCuvmzp2rjh07asOGDcqXL5+8vb3l6Oio+fPnq3nz5lbBIQAAAAAAQEIckrsAvF6mT5+uixcvqnPnzho2bJgMBoMk6dGjR+rXr582bdqkBQsWyMPD47nvfeXKFf32228qUKCAFi9erAwZMkiSHj58qK5du+rgwYNas2aNmjVrZnWdn5+fPvnkE/Xo0UOSFB4ert69e2vHjh2aPHmyRo4cKUk6fvy4Ro8eLUdHR02ZMkW1atWSJJlMJk2bNk1TpkxRnz59tHbtWqVNm/aF3xEAAAAAAEgdGPGGJJUxY0bVqFFDffv2tYRukpQmTRq1bNlSkqymjj6PGzduSJIyZ84sZ2dny/G0adNq+PDhGj16dJyBXrVq1SyhmySlT59eY8eOlYODg5YsWaJHjx5JkubMmSOTyaTu3btbQjdJsrOzU+/evVWxYkVdu3ZNf/311wvVDwAAAAAAUheCNySpvn376ueff1bGjBktx8LCwrR3715t375dkuKcDvosihYtqsyZM+vgwYNq27atfH19df78eUmSh4eHWrdurUKFCsW6rmnTprGOubm5qXTp0nrw4IEOHTokSdqzZ48kqXHjxnH236RJE0nS7t27X6h+AAAAAACQujDVFEkuKChIf/zxhw4cOKDz58/r1q1bkmQZAWc2m1/ovunSpdMPP/ygTz75RAEBAZb11vLmzat69eqpXbt2KlCgQKzr8ufPH+f9cubMKUm6fv261f/mzp07zvZ58uSRJIWEhLxQ/QAAAAAAIHUheEOSWrlypQYPHqzIyEjlz59flSpVUpEiReTu7i6TyaQPP/zwme8VFRUV61ilSpW0ceNGbd26VZs2bZK/v7+CgoI0e/Zs/f7775o8ebLq1q1rdY29vX2c948JAGPOx/z85BTZuNo7OTk98zMAAAAAAIDUi+ANSSY8PNyyUcG0adNiBWDr16+3+tnOLnqms8lkivN+d+/ejfO4k5OT6tWrp3r16kmSzp49qxkzZmjFihX67rvvYvUbHBwc532uXLki6d+Rb9mzZ9elS5d06dIlFS1aNFb7oKAgSZKrq2uc9wMAAAAAAHgSa7whyZw+fVrh4eEqWrRorPBLkmWNt5iRYzEbJISGhsZqe+LECd2/f9/q2KpVq1S/fn1Nnz7d6njhwoUtgd+1a9di3WvLli2xjl27dk2HDx9W5syZLRsyVKhQQZK0du3aOJ9vzZo1kqJH3QEAAAAAADwNwRuSjIuLiyQpMDBQ586dsxw3m82aN2+e/vzzT0my7CJasGBBOTk5KSgoSJs2bbK0v3Pnjr744otY9y9cuLAuXryo3377zer+krRixQpJinNX02XLllmNtrt3754+/fRTRUVFqXPnzpappp06dZK9vb3+97//WULCmPqnTp2qPXv2yM3NzTLSDgAAAAAAICFMNUWSyZcvn7y9vbVp0yY1b95cFStWVJo0aXTs2DFduXJFRYoU0ZkzZ3Tjxg1J0SPeOnbsqNmzZ+ujjz5SxYoVlS5dOu3Zs0eZM2dW+fLltXfvXsv9ixcvri5dumjOnDny8fFR2bJllSVLFl24cEEnTpyQs7Ozhg4dGquu7Nmzq3fv3ipbtqyyZcumPXv26ObNm6patap69uxpaefu7q6hQ4dqzJgxeu+99+Tp6akcOXLoxIkTOn/+vDJnzqzJkycrQ4YMtn+ZAAAAAADglUfwhiQ1ceJE/fLLL1q1apX27NmjDBkyKHfu3Grfvr26du2qVq1a6dSpUzpy5Ijc3d316aefKmfOnFq4cKH279+vjBkzqkmTJurfv78+//zzWPcfOnSoChUqpKVLl+rIkSN6/PixsmXLplatWqlXr17KmzdvrGs+/PBD3b17V/Pnz9fRo0eVP39+vf/+++rUqZMcHKz/T6Bz584qUaKEfvnlF+3fv1/Hjh1Tjhw51LVrV7333ntyc3Oz1asDAAAAAACvGYM5ZsEt4DUzZMgQLV26VKNHj1br1q2Tu5wkYY4yK3ji2eQuA0koc6fcCrOPjPe8nZ1Brq7RoyxDQ+/JZOJf2akJ3z/14tunXnz71I3vn3rx7VMvvv2rycUlveztn231NtZ4AwAAAAAAAGyA4A0AAAAAAACwAYI3AAAAAAAAwAbYXAGvrbFjx2rs2LHJXQYAAAAAAEilGPEGAAAAAAAA2ADBGwAAAAAAAGADBG8AAAAAAACADRC8AQAAAAAAADZA8AYAAAAAAADYAMEbAAAAAAAAYAMOyV0AgOdgkDJ3zi2Zk7sQJBWzk0GKSu4qAAAAAAC2QPAGvEIMdgaFO0TJZCJ5e20QugEAAADAa4uppgAAAAAAAIANELwBAAAAAAAANkDwBgAAAAAAANgAwRsAAAAAAABgAwRvAAAAAAAAgA0QvAEAAAAAAAA2QPAGAAAAAAAA2ADBGwAAAAAAAGADDsldAIBnZzaZlT7KJJmTu5JXl9nRXveiTMldBgAAAAAgFSB4A14lZrPuzN+f3FW80jK1LSvZGZK7DAAAAABAKsBUUwAAAAAAAMAGCN4AAAAAAAAAGyB4AwAAAAAAAGyA4A0AAAAAAACwAYI3AAAAAAAAwAYI3gAAAAAAAAAbIHgDAAAAAAAAbIDgDQAAAAAAALABgrdUzmw2J3cJAAAAAAAAr6VUGbwtWbJERqMx1p/ixYurYsWKatWqlf73v/8pIiIi0X3dvn1bgwYNUqVKleTh4aF69eopMjIyCZ4ice7evavRo0dr2bJlVseHDBkio9GohQsX2qzvKVOmxPn+4/qza9cuSf9+s08++cRmdT2vXbt2yWg0qn379sldCgAAAAAASIEckruA5OTq6qqqVatafjaZTLpz546OHDmi8ePHa+PGjZozZ46cnJxeuI8xY8ZoxYoVcnV1VZ06dZQ5c2Y5OCT/a//mm2+0ZMkSjR49OtlqyJs3rzw9PRNskzVr1pdTDAAAAAAAQBJL/gQoGRUuXFjjx4+PdTw8PFw9e/bU3r17NWfOHHXv3v2F+wgICJAkTZw4UZUqVXrh+yS1lDDFtHz58ho7dmxylwEAAAAAAGATqXKq6dOkT59eH330kSRpw4YNibrX48ePJUk5cuRIdF0AAAAAAAB4dRC8xcPNzU1S9Oi3J0VFRWnevHlq3bq1vLy85OXlpbZt22rp0qVWo8hi1kq7fPmyJKlBgwZWa5ZJ0unTpzVo0CBVr15d7u7uql69ugYNGqQzZ87Eqqdz584yGo06deqUunTpIg8PD1WvXl1r1661tAkMDNTgwYNVo0YNubu7q2bNmho2bJilhhhGo1FLly6VJA0fPlxGo1FLliyJ1efy5cvVsmVLlSlTRpUqVVKfPn109uzZON/Xs/ZtC/v379dHH32kypUry93dXXXq1NGoUaN09erVONvfvHlT48aNU8OGDeXu7q6KFSvqvffe05YtW+JsHxERoZ9++klNmjRRmTJlVLduXc2cOVNRUVG2fCwAAAAAAPCKI3iLR8wU0TJlyliOPX78WL169dLnn3+uc+fOycvLSxUrVtSpU6c0ZMgQDR061NLWy8tLPj4+cnZ2liTVrVtXPj4+ljXLNmzYoBYtWmjFihVycXFR3bp15eLiohUrVqhly5by8/OLs66Y8KtWrVpycHBQqVKlJEnbt2/X22+/rWXLlilz5syqU6eOMmXKpEWLFqlFixY6cuSI5R4+Pj7KmzevJMnT01M+Pj7Kly+fVT+zZs3Sp59+KpPJpOrVqytNmjRat26d2rZtqytXrli1fZ6+k9rcuXPVsWNHbdiwQfny5ZO3t7ccHR01f/58NW/e3PIdY1y8eFHNmjXTrFmz9ODBA3l7e8toNMrf3189e/bUpEmTrNo/fvxYPXr00Pfff6/Q0FDVqFFDbm5umjhxosaMGWOz5wIAAAAAAK++VL3G239FRUXp7t27+ueff/TNN98oc+bMev/99y3np02bpq1bt6pixYqaPHmyXFxcJEk3btxQjx49tHTpUpUrV06tW7dW27Zt1bZtW3l7e+v+/fsaPHiw8ufPL0kKCQnRJ598osePH+vrr79Wy5YtLX0sWrRIw4cP18CBA7VmzRrLyLsYjx490sqVK5UlSxaZTCbZ2dnp5s2bGjBggCIiIjRhwgQ1bdrU0n7BggUaOXKk+vXrp9WrV8vJyUnjx4/XkCFDFBQUpFatWql169ax3kVgYKAmTZqkxo0bS5Lu37+vLl266PDhw/rzzz/Vr18/SXruvpPS8ePHNXr0aDk6OmrKlCmqVauWpOhNMqZNm6YpU6aoT58+Wrt2rdKmTSuz2ax+/frp+vXratOmjUaMGGGpKSAgQD169ND06dNVunRpeXt7S5J8fX21c+dOeXh46JdfflGmTJkkSVu2bLFMRwYAAAAAAIhLqh7xtnv3bhmNRsufkiVLqnLlyho4cKAeP36sn3/+2TIyLCIiQr6+vnJ0dNT48eMtoZsUvfPml19+KUn65ZdfntrvggUL9ODBAzVr1swqdJOkVq1aqXnz5goPD9e8efNiXdusWTNlyZJFkmRnF/35Fi1apDt37qhdu3ZWwZcktW3bVrVr11ZQUJDWr1//zO+mbt26ltBNkpydndW+fXtJ0smTJy3HE9P30qVLrd7/f//cvXs3wRrnzJkjk8mk7t27W0I3Kfq99O7dWxUrVtS1a9f0119/SZL27t2ro0ePKl++fBo1apRVEFi6dGkNHjxYkvTzzz9bjs+fP1+S9NVXX1lCN0mqVauW5X0AAAAAAADEJVUHb66urvLx8bH8efPNN1WnTh3lyZNH9+/fV7du3bR161ZJ0tGjRxUWFqZChQrFGoUmSR4eHnJ1dVVgYKBCQkIS7HfPnj2SZBVsPalJkyaSooPB/zIajbGOxawbV6VKlTjvV7NmTat2z8LT0zPWsZw5c0qSwsLCkqTvvHnzWr3///5xdHRMsMbnfY8x/1uvXj05OMQe7NmoUSPZ29vr0KFDioiIUHBwsC5cuKBs2bKpRIkSsdo3aNAgwfoAAAAAAEDqlqqnmhYuXFjjx4+P89zSpUv12WefqXfv3lq3bp1lof6TJ0/GGX496erVq8qWLVu8569fvy5Jyp07d5zn8+TJI0lxBngZM2aMsz9J6t27d4J1Xbt2LcHzT+vH3t5ekqw2FUhM3+XLl9fYsWOfuab/et73GNM+5vh/OTs7y8XFRSEhIbp586alfXw70sZ3HwAAAAAAACmVB28Jefvtt7V27Vr5+flp+fLllnAnV65cKleuXILXpk+fPsHzMbufGgyGBM/HtSZazPTSJ8UEYXXq1FGGDBni7bdIkSIJ1vW0fuJii76f1fO+xyd3nX3aPZ2cnOK9b4yYIBIAAAAAACAuBG8JKFq0qPz8/HTlyhXL1MscOXLEO0ruWWXPnl2BgYG6dOlSnIHUpUuXJEVPhX3W+50/f15dunRR1apVE1Xb80ruvi9duqRLly6paNGisc4HBQVJ+vc9Zs+eXfp/e3ceF3W1/3H8PSCIIGpuaOVP3IaroiJplulNyt02s1woM7XrrqVdUyrvo3LJ9aaVZmqZpuaKmqalorhUaoGFC6RIKppioJhAqDDf3x8+Zm4EKOAMMPB6/qOcc+Y758vhc/jyme/3HP3v+/t3qampunTpklxdXVWpUiVbUvHvu7haWe+IAwAAAAAAyEmpXuPtdk6dOiXp5tpmTZo0kYeHh2JiYnJMuCQkJKhLly7q37+/UlNTb3ncli1bSpK++eabHOu3bNkiSbr//vvz1E/r8Xbv3p1j/axZs/T0009rzZo1trLb3c2VVwV5b3u53fdx69atkqRWrVplaR8WFqaMjIxs7b/++mtZLBa1aNFCLi4uqlatmho0aKCkpCRFRERkax8eHm6P0wAAAAAAACUUibdcbNu2TTt27JCbm5u6dOkiT09P9ezZU2lpaRo7dqySkpJsbVNTUxUSEqK4uDh5enre9lHTnj17ytPTU+vXr9eGDRuy1K1bt04bN26Up6enunfvnqe+9urVS56enlq2bJm++uqrLHW7du3S4sWLdfToUfn7+9vKrY9f/nWjhIIoyHvby/PPPy9XV1ctXLhQ+/bts5UbhqEPP/xQP/zwg3x8fNS+fXtJNxOZjRo10unTpzVx4kTduHHD9pojR45o+vTptuNa9evXT5I0YcIEJSQk2MojIyPztIMtAAAAAAAovUr1o6YnT57Uv//97yxlGRkZio6Ott3tNn78eNWuXVuS9Oqrryo6Olr79+9Xhw4d1KRJE5UrV06HDh1ScnKyfH199fbbb9/2fX18fDRt2jSNGTNG48aN0+LFi1WnTh39+uuviomJUbly5TRjxoxcNw241fHGjBmjuXPnqm7dujp//ryOHDkiSQoJCcmyM6evr68kad68eTp06JCefPJJW4IqPwry3vbi7++vkJAQTZ48WQMHDlRAQIBq1KihmJgYnTp1SpUqVdKcOXNsa8+ZTCb997//Vb9+/bRy5UqFh4erWbNmSk5O1o8//qjMzEwNGjQoy26lzzzzjPbv36/Nmzerc+fOevDBB5WWlqaDBw+qadOmOnTokN3PCwAAAAAAlAylOvGWlJSkTZs2ZSkrW7asfHx89Nhjjyk4ODjLRgoeHh769NNPtXLlSn355ZeKioqSdHN3y759++qFF17IcTfQnHTs2FFr167VwoULdeDAAZ08eVLVqlXTM888owEDBqhevXr5OpeOHTtq3bp1WrRokfbv36/w8HBVqVJF7dq104ABA2yPW1r16dNHMTExCgsL0549e1SvXr0CJd4K8t721LdvXzVs2FCffPKJIiMjdezYMdWoUUP9+vXTwIED5ePjk6V9nTp1tH79ei1cuFBhYWHauXOnKlSooLZt2+qFF17QQw89lKW9yWTSzJkz1bJlS61cuVLffvutKlSooBdffFG9evXKkqQDAAAAAAD4K5ORl60eARQLRqZFF+fuKepuOLWKvQJ11cU+axwWBhcXk6pUuXnXZlJSiiwWpuzShPEvvRj70ouxL90Y/9KLsS+9GHvnVLmyl1xd87Z6G2u8AQAAAAAAAA5A4g0AAAAAAABwABJvAAAAAAAAgAOQeAMAAAAAAAAcgMQbAAAAAAAA4AAk3gAAAAAAAAAHIPEGAAAAAAAAOACJNwAAAAAAAMABSLwBAAAAAAAADkDiDQAAAAAAAHAAEm8AAAAAAACAA5Qp6g4AyAeTSRV7B0pGUXfEeRlurlKmpai7AQAAAAAoBUi8AU7E5GJSqquLLBYybwVG0g0AAAAAUEh41BQAAAAAAABwABJvAAAAAAAAgAOYDMPgmTXAiWTyqGSp4+p68zMSxr50YvxLL8a+9GLsSzfGv/Ri7Esvxt75uLiYZDKZ8tSWxBsAAAAAAADgADxqCgAAAAAAADgAiTcAAAAAAADAAUi8AQAAAAAAAA5A4g0AAAAAAABwABJvAAAAAAAAgAOQeAMAAAAAAAAcgMQbAAAAAAAA4AAk3gAAAAAAAAAHIPEGAAAAAAAAOACJNwAAAAAAAMABSLwBAAAAAAAADkDiDQAAAAAAAHAAEm8AAAAAAACAA5B4AwAAAAAAAByAxBsAAAAAAADgACTeAAAAAAAAAAcg8QYAAAAAAAA4AIk3AAAAAAAAwAFIvAEAAAAAAAAOQOINAAAAAAAAcAASbwAAAAAAAIADkHgDAAAAAAAAHKBMUXcAwO0dPHhQ8+fPV3R0tNLT0+Xn56d+/fqpS5cuRd013CGLxaI1a9YoNDRUJ06c0I0bN3T33Xerffv2Gjx4sCpUqJClfatWrZScnJzr8aKiolS2bFkH9xr2snPnTg0dOjTX+q5du+q9996zfZ2YmKh58+Zp7969SkhIULVq1dS5c2cNGzZMXl5ehdFl3CE/P788tVu6dKlatWpl+5rYd34bNmzQuHHjtHjxYrVu3TpbfX7j22KxKDQ0VCtWrNCpU6fk5uam++67T8OHD1fjxo0L45SQR7cb+8OHD2vRokWKiIhQcnKyvL29dd9992nQoEFq2rRptvZTp07V4sWLc32/t956S3369LHrOaDgbjf++Z3fiX3nkdvYjx8/XuvXr7/t67t3766pU6favib2nReJN6CY27Rpk8aOHasyZcqoVatWcnV11ffff69XXnlFJ0+e1IgRI4q6iyggi8WiUaNGafv27fLw8FDTpk3l6empqKgoLVq0SNu3b9eKFStUtWpVSdK5c+eUnJwsHx8f3X///Tke08WFG5mdybFjxyRJLVu2VI0aNbLVN2/e3Pb/ixcvqnfv3jp37pzMZrPatWtn+2Nt7969WrFihcqXL19ofUfBPP7447nWxcfH66efflL58uVVq1YtWzmx7/yioqI0ceLEXOsLEt9vvfWWVq1apYoVK6p169ZKTExUWFiY9uzZowULFuT4Bz4K3+3GfsuWLRo7dqwyMjJkNpsVEBCg06dPa/v27dq1a5emT5+ubt26ZXnN0aNHJUmdO3eWm5tbtmP6+vra9RxQcLcb/4LM78S+c7jV2Ddv3lwZGRk51lksFm3dulUWi0UNGzbMUkfsOzEDQLGVmJhoNG3a1AgICDCioqJs5bGxsUbr1q0NPz8/Izo6ugh7iDuxevVqw2w2Gx07djTOnDljK7969aoxePBgw2w2Gy+//LKtfPv27YbZbDYmT55cBL2FIwwdOtQwm815iuORI0caZrPZmDlzpq3s2rVrxssvv2yYzWbj3XffdWRX4WCpqalG586dDbPZbOzYsSNLHbHv3MLCwowWLVoYZrPZMJvNxrfffputTX7je+fOnYbZbDa6detmJCUl2cq//vpro2HDhkbbtm2N9PR0x50U8uR2Y3/58mUjMDDQMJvNxvr167PUhYaGGmaz2QgICMgyxoZhGC1atDBatGjh6O7jDuUl9vM7vxP7ziEvY5+b2bNnG2az2Rg5cmS2OmLfefHxKFCMLV++XOnp6XruuefUpEkTW3m9evU0ZswYGYahJUuWFGEPcSfWrVsn6ebt5n+9u6V8+fKaMmWKTCaTduzYofT0dEn/+5SLxwhKjmPHjqls2bKqX7/+LdudOXNG27dvV82aNTVq1Chbubu7uyZOnCgvLy+t79sMlQAAE0pJREFUWrXK9rMC5zNlyhTFxcWpV69eevTRR7PUEfvOKSEhQSEhIRo2bJhu3Lhhu3v57woS35988okk6bXXXlPlypVt5Z06ddLjjz+uhIQEbd261UFnhtvJ69hv27ZNKSkp6tSpk5566qksdd27d1dQUJDS0tK0c+dOW3l8fLz++OMP5oNiLK/jL+V/fif2i7f8jH1OfvzxR82fP19Vq1bNdrccse/cSLwBxVh4eLgkqUOHDtnqHn30UZlMJu3evbuQewV7qVSpkurWrauAgIBsdZUrV1bFihV148YNXb58WZIUHR0tSfL39y/MbsJBLl++rPPnz8vPz09lytx65Yc9e/bIYrHo4YcfzvZogbe3tx544AGlpaXpwIEDjuwyHCQqKkpr165VlSpVNHbs2Gz1xL5zeu+99xQaGqrGjRtr1apVqlu3bo7t8hvfKSkpioiIkKenZ46PlFmvGazXECh8eR37jIwMNW7cWA899FCO9dbHxhISEmxl1iUK+OO7+Mrr+Ev5m9+J/eIvP2P/d5mZmXrnnXdksVj0+uuvq2LFilnqiX3nxhpvQDEWGxsrSTneDVOpUiVVrVpVv//+u5KSklSlSpXC7h7u0Pz583Oti4+PV3Jystzc3GyfaB49elQeHh46cuSI3nzzTZ04cUImk0mBgYEaNmyYmjVrVlhdhx1YL6Bq1qypGTNmKCwsTL/99puqVq2qTp06aciQIbaLruPHj0uSzGZzjseqX7++wsLCdPz4cT388MOFcwKwmylTpsgwDL388svy9vbOVk/sO6e6detq2rRpeuKJJ265Bl9+4zs2NlYWi0V169bNMWlfr169LMdF4cvr2AcHBys4ODjX+sOHD0tSljVArb873Nzc9OqrryoiIkKXLl2Sr6+vnn32WT333HOs+VjE8jr+Uv7md2K/+MvP2P/dmjVr9Msvv6h58+bZ1nWUiH1nx8gAxdSVK1d07do1eXl55bpbYfXq1SVJv//+e2F2DYVg9uzZkqR27dqpbNmySkpK0sWLF5Wenq7XXntNFotFrVq1UqVKlRQeHq7g4GBt2bKlaDuNfLE+XvLNN9/oiy++kK+vrwIDA3XlyhV9+umn6tmzpy22rf9Wq1Ytx2NZyxMTEwuh57Cn3bt369ChQ6pZs6aefvrpbPXEvvMaNGiQnnrqqdv+IZTf+GY+KP7yOva3sm/fPv34448qW7Zslg9UrL87PvroI0VERMjf31//+Mc/FBcXp0mTJmnEiBHKzMy843NAweV1/PM7vxP7xV9BYz8jI0MfffSRJGn48OE5tiH2nRt3vAHFVFpamiSpXLlyubaxbi1ubYuS4fPPP9fmzZtVrlw5jR49WtL/ftnedddd+uijj2y7XVrX+Xv33XcVEhKiwMDAHHfHRPFjfbykXbt2mjlzpu1Op0uXLmn06NHav3+/JkyYoPnz59ti3MPDI8djWcuZC5zPZ599Jknq379/jjuUEfslX37jOzU1VVLu1wfMB87v9OnTGjdunCRp8ODBWdaJsv7uGD58uIYPHy5XV1db+bBhwxQWFqYlS5ZowIABhd9x5Et+53div+TasmWLLly4oIYNG6pt27Y5tiH2nRt3vAHFlPWTEpPJlGsbwzCy/Avnt3TpUk2ePFkmk0mTJ0+2PTbQtm1b7d27Vxs3brRdmEk3fz5efPFFtW/fXunp6Vq7dm1RdR35NG3aNH3zzTeaM2dOlscLK1eurOnTp8vT01O7du3S2bNnbRdXuc0HzAXOKTY2Vt99950qVKigZ599Nsc2xH7Jl9/4vl37v78OzuXkyZN64YUXlJiYqKCgIA0dOjRL/bZt27RlyxaNGjXK9rMgSQ0bNtQbb7whSVq2bFmh9hkFk9/5ndgvuZYuXSpJGjhwYK5tiH3nRuINKKasj5feapfC69evS5I8PT0LpU9wHMMwNGPGDE2ePFkuLi569913s6zvYDKZVL16dfn4+OT4+qCgIEnSkSNHCqW/uHPu7u7y9fXN8S4XHx8fNWrUSNLNT8StMX7t2rUcj2Utv9Udsih+rI8QtW/fPtd5nNgv+fIb39b2uV0fWMuZD5zPDz/8oODgYF24cEHt2rXTnDlzsj2y5uXlZftQ7u8efvhhubq66ty5c7aNmVB85Xd+J/ZLpvj4eB0+fFienp5q3759ru2IfedG4g0opry8vOTp6amrV6/m+gv24sWLknJf6wHOIT09XaNGjdKiRYvk4eGh999/X927d8/XMaw/A3/++acjuogiYH206M8//7zteo63W/cFxdP27dslSV27di3wMYh955ff+La2z20dJ+YD57Rhwwb1799fycnJ6t69u+bOnWtbUiSv3NzcbJvy3OqDWziHv8/vxH7JZL0WCAoKKnDSlNgv/ki8AcWUyWSy7XB28uTJbPXJyclKTExU5cqVs6z9AeeSkpKiF198Udu2bVOVKlW0dOnSHD/tWrVqlV555RXt2LEjx+PEx8dLEms8OYnr16/rjTfe0LBhw3Jdi+WvY3qruUCSTpw4IUny8/NzQG/hCOfPn9fx48fl7e2tBx98MNd2xH7Jl9/4rl+/vlxcXBQXFyeLxZKtvXVH9Nx2SUXxs3DhQo0bN043btzQiBEjNHXq1Bx3rTxx4oTGjRunSZMm5Xic1NRUXbp0SW5ubux27wTyO78T+yXT7t27JUkdOnTItQ2x7/xIvAHFmHVxzZx+Ie/YsUOGYWTZ6QrO5caNGxo0aJAOHTqk2rVra9WqVVm2jf+rhIQEbd26VWvWrMlWZxiGNm7cKElq06aNQ/sM+3B3d9d3332nsLAw7dmzJ1t9TEyMYmJi5O3trYCAANtcsGvXrmw7Vl29elUHDhyQp6en7rvvvkLpP+7czz//LElq2rRpjn9gWxH7JV9+47tcuXJq2bKlre7vrHdPcH3gHFasWKGZM2fK1dVVU6ZM0ciRI3Nt6+HhoQ0bNmjFihU53iG5YcMGSdL9998vd3d3R3UZdpLf+Z3YL3kMw7A9ShwYGJhrO2Lf+ZF4A4qxHj16qFy5cvrss88UGRlpK4+Li9Ps2bNlMpnUv3//Iuwh7sSHH36oiIgIVatWTZ9//rlq1aqVa9vu3bvL3d1d4eHhWr16ta3cYrHo/fffV1RUlOrXr6/OnTsXRtdhB7169ZIkTZ06VWfOnLGVJyYm6vXXX1dmZqYGDhwoDw8P3XPPPQoKCtLZs2c1Y8YM28LJ169f13/+8x+lpqaqd+/eKl++fJGcC/LPeqHdpEmTW7Yj9ku+gsT3c889J0maOHFilj/Ctm3bps2bN6t69ep67LHHCvdEkG8nTpzQlClTJElvv/22evToccv2tWrV0kMPPaTMzEyNHz9eKSkptrqoqCjNmTNHJpNJw4YNc2i/YR8Fmd+J/ZIlLi5OKSkp8vHxyXWtP4nYLwly/4gVQJGrWbOmXn/9dU2YMEHPP/+8WrVqJXd3d33//fe6du2aXn31VR4tc1JXrlzRkiVLJElVqlTRjBkzcm07fvx41apVS2+99ZbefPNNTZgwQcuWLZOvr69iYmJ0+vRpVa1aVR988IHc3NwK6xRwhwYMGKAffvhB+/bt02OPPaYWLVrI3d1dBw4cUFpamjp16qRBgwbZ2k+YMEFHjx7V4sWLtXv3bjVo0ECHDx/Wb7/9psaNG2vEiBFFeDbIr7Nnz0rSLRPu1npiv+TLb3x36tRJjz/+uDZt2qTOnTvrgQce0OXLlxUZGSk3NzfNnDmTux6cwLx583Tjxg15eXnpwIEDOd7FJN3cgMWafJk0aZKef/557du3Tx06dFBAQIBSUlIUERGhzMxMhYSEqEWLFoV5GiiggszvxH7JktdrAYnYd3Yk3oBirmfPnqpRo4YWLlyon376Sa6urmrUqJEGDBigjh07FnX3UEA///yzbbFc62OFuRk5cqSqVq2qHj16qE6dOlq4cKEiIyMVFxen6tWrq2/fvho6dChrOjgZd3d3LViwQMuXL9f69esVEREhFxcXNWjQQM8++6yeeeYZmUwmW/t77rlHa9eu1QcffKDw8HDt2rVLd999t4YMGaJ//etftp2Q4RwuXbokKW9rsxH7JV9B4nvatGlq1qyZVq9erb1796pChQp65JFHNHLkSDVs2LAIzgL5dfDgQUk312fatGlTru3uueceW+Lt7rvvVmhoqD7++GPt2LFDe/fulZeXl9q0aaOBAweqVatWhdJ32EdB5ndiv+Sw7kCal2sBYt+5mQzr/ewAAAAAAAAA7IY13gAAAAAAAAAHIPEGAAAAAAAAOACJNwAAAAAAAMABSLwBAAAAAAAADkDiDQAAAAAAAHAAEm8AAAAAAACAA5B4AwAAAAAAAByAxBsAAAAAAADgACTeAAAAAAAAAAcg8QYAAACUQOfPn1dqampRdwMAgFKNxBsAAABQgmRmZmru3Lnq0qWLLl++XNTdAQCgVCtT1B0AAAAAYD9XrlzR+++/X9TdAAAA4o43AAAAAAAAwCFIvAEAAAAAAAAOQOINAAAApV5CQoJmzZqlrl27KiAgQIGBgQoODtaGDRtybJ+UlKRZs2apW7duatasmZo3b67u3btrwYIFSktLy9a+b9++8vPz0yeffJLj8caPHy8/Pz+98847Wcr9/PzUqFEjSdKXX36p3r17KzAwUM2bN1efPn305ZdfZjvOgw8+aPv60UcflZ+fnw4cOJCfbwcAALAT1ngDAABAqXbw4EGNHDlSycnJcnd3V4MGDXTlyhVFREQoIiJC0dHRCgkJsbWPiorS4MGDdenSJZUpU0YNGjRQRkaGoqOjdezYMYWGhmrRokW699577dbHSZMm6fPPP1f58uXl6+urc+fOKTIyUpGRkTpz5oxGjBghSfL19VWzZs30888/S5L8/f3l7u4ub29vu/UFAADkHXe8AQAAoNRKTk7W6NGjlZycrG7dumnfvn0KDQ1VWFiYPvzwQ7m5uemzzz7T7t27JUl//PGHhgwZokuXLqlNmzbatWuXNmzYoM2bN2vr1q1q2LChfv31Vw0fPlwZGRl26WNmZqaWLVumMWPG6MCBAwoNDdXevXv15JNPSpI+/vhjXb16VZI0ZMgQzZ8/3/baOXPm6IsvvrDdNQcAAAoXiTcAAACUWqtWrVJiYqLMZrOmT5+uihUr2uo6dOigvn37SpLtkdPly5crKSlJtWrV0ty5c1W9enVb+zp16mjBggXy9vZWTEyMvvrqK7v184knntDgwYNVpszNB1bc3d0VEhIik8mk69ev68iRI3Z7LwAAYD8k3gAAAFBq7dq1S5LUo0cPW1LrrwYNGqStW7dq+vTpkqTw8HBJUs+ePeXh4ZGtffXq1dW1a9csx7aHoKCgbGV33XWXKleuLElKTU2123sBAAD7IfEGAACAUis+Pl7SzU0McnLXXXepbt26cnNzkySdOnVKktS4ceNcj+nv75+lrT34+PjkWG5N/mVmZtrtvQAAgP2QeAMAAECplZycLEny9PTMU/uUlBRJUvny5XNt4+XlJcm+d6FZE3+5MQzDbu8FAADsh8QbAAAASq1y5cpJktLS0vLU3ppUsybgcmLd6MDa9q9yS5D9+eefeXp/AADgXEi8AQAAoNSqXbu2JOn48eM51sfGxqp3794KCQmRdHMDBUk6evRorse01v3f//2frczV1VWSdO3atRxfc/HixXz2HAAAOAMSbwAAACi1/vnPf0qSNm7cKIvFkq1+y5YtOnTokM6ePStJateunSRp9erVSk9Pz9Y+MTFRW7dulSS1bdvWVl6hQgVJ0smTJ7O95uLFi3bdldTF5X+X+DyCCgBA0SLxBgAAgFIrODhYFStW1NGjRzVhwoQs67Jt375dCxYskCT1799fktSnTx9Vq1ZN8fHxGj58eJY71U6fPq1Bgwbp6tWr8vPz05NPPmmra9Gihe2Y+/bts5XHx8drxIgRun79ut3O6a/r1f322292Oy4AAMi/7HumAwAAAKVEtWrVNHv2bA0fPlxr167Vli1bVLduXSUmJurChQuSpJdeekmPPPKIJKlSpUqaN2+eBg8erH379ikoKEgNGjRQRkaGYmNjZRiG6tWrpw8++EDu7u629+nRo4eWL1+uU6dOaeDAgapTp47c3NwUGxurChUqqF+/flqyZIldzsnd3V3169dXbGyshg4dqjp16mj06NFq06aNXY4PAADyjjveAAAAUKq1bt1amzZtUu/evVW5cmX98ssvSk1NVevWrTV//nyNHTs2S/umTZtq06ZNeumll1S7dm39+uuvunDhgvz9/TV+/HitW7fOtnaclZeXl1auXKn+/fvr3nvv1dmzZ5WcnKynn35aGzduVIMGDex6TrNmzVJgYKAyMzN16tQpnT592q7HBwAAeWMyWPgBAAAAAAAAsDvueAMAAAAAAAAcgMQbAAAAAAAA4AAk3gAAAAAAAAAHIPEGAAAAAAAAOACJNwAAAAAAAMABSLwBAAAAAAAADkDiDQAAAAAAAHAAEm8AAAAAAACAA5B4AwAAAAAAAByAxBsAAAAAAADgACTeAAAAAAAAAAcg8QYAAAAAAAA4AIk3AAAAAAAAwAFIvAEAAAAAAAAO8P/vdEXgC6EA9AAAAABJRU5ErkJggg==\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Plot the frequent hastags for pro and anti climate change classes\n", + "sns.barplot(data=pro,y=pro['hashtag'], x=pro['count'])\n", + "plt.title('Most popular Pro climate change hashtags')\n", + "plt.tight_layout()" + ] + }, + { + "cell_type": "code", + "execution_count": 84, + "id": "00531245", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Plot the frequent hastags for pro and anti climate change classes\n", + "sns.barplot(data=anti,y=anti['hashtag'], x=anti['count'])\n", + "plt.title('Most popular Anti climate change hashtags')\n", + "plt.tight_layout()" + ] + }, + { + "cell_type": "code", + "execution_count": 85, + "id": "3d775afb", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Plot the frequent hastags for pro and anti climate change classes\n", + "sns.barplot(y=neutral['hashtag'], x=neutral['count'])\n", + "plt.title('Most popular Neutral climate change hashtags')\n", + "plt.tight_layout()" + ] + }, + { + "cell_type": "markdown", + "id": "5d24f590", + "metadata": {}, + "source": [ + "## Data Splitting" + ] + }, + { + "cell_type": "code", + "execution_count": 86, + "id": "21dc2c0a", + "metadata": {}, + "outputs": [], + "source": [ + "# Split the dataset into train & validation for model training\n", + "\n", + "# Seperate features and tagret variables\n", + "X = df_resample['message']\n", + "y = df_resample['sentiment']\n", + "\n", + "# Split the train data to create validation dataset\n", + "X_train, X_valid, y_train, y_valid = train_test_split(X, y, test_size=0.20, random_state=42)" + ] + }, + { + "cell_type": "code", + "execution_count": 87, + "id": "046b369a", + "metadata": {}, + "outputs": [], + "source": [ + "# Random Forest Classifier\n", + "rf = Pipeline([('tfidf', TfidfVectorizer()),\n", + " ('clf', RandomForestClassifier(max_depth=5, \n", + " n_estimators=100))])\n", + "\n", + "# Naïve Bayes:\n", + "nb = Pipeline([('tfidf', TfidfVectorizer()),\n", + " ('clf', MultinomialNB())])\n", + "\n", + "\n", + "# Logistic Regression\n", + "lr = Pipeline([('tfidf',TfidfVectorizer()),\n", + " ('clf',LogisticRegression(C=1, \n", + " class_weight='balanced', \n", + " max_iter=1000))])\n", + "# Linear SVC:\n", + "lsvc = Pipeline([('tfidf', TfidfVectorizer()),\n", + " ('clf', LinearSVC(class_weight='balanced'))])" + ] + }, + { + "cell_type": "markdown", + "id": "5edce415", + "metadata": {}, + "source": [ + "## Model Training" + ] + }, + { + "cell_type": "code", + "execution_count": 88, + "id": "cefdafb8", + "metadata": {}, + "outputs": [], + "source": [ + "# Random forest \n", + "rf.fit(X_train, y_train)\n", + "y_pred_rf = rf.predict(X_valid)\n", + "\n", + "# Niave bayes\n", + "nb.fit(X_train, y_train)\n", + "y_pred_nb = nb.predict(X_valid)\n", + "\n", + "# Linear regression\n", + "lr.fit(X_train, y_train)\n", + "y_pred_lr = lr.predict(X_valid)\n", + "\n", + "# Linear SVC\n", + "lsvc.fit(X_train, y_train)\n", + "y_pred_lsvc = lsvc.predict(X_valid)" + ] + }, + { + "cell_type": "markdown", + "id": "e558f77a", + "metadata": {}, + "source": [ + "## Random Forest" + ] + }, + { + "cell_type": "code", + "execution_count": 89, + "id": "b95a47fc", + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "C:\\Users\\user\\anaconda3\\lib\\site-packages\\sklearn\\metrics\\_classification.py:1344: UndefinedMetricWarning: Precision and F-score are ill-defined and being set to 0.0 in labels with no predicted samples. Use `zero_division` parameter to control this behavior.\n", + " _warn_prf(average, modifier, msg_start, len(result))\n", + "C:\\Users\\user\\anaconda3\\lib\\site-packages\\sklearn\\metrics\\_classification.py:1344: UndefinedMetricWarning: Precision and F-score are ill-defined and being set to 0.0 in labels with no predicted samples. Use `zero_division` parameter to control this behavior.\n", + " _warn_prf(average, modifier, msg_start, len(result))\n", + "C:\\Users\\user\\anaconda3\\lib\\site-packages\\sklearn\\metrics\\_classification.py:1344: UndefinedMetricWarning: Precision and F-score are ill-defined and being set to 0.0 in labels with no predicted samples. Use `zero_division` parameter to control this behavior.\n", + " _warn_prf(average, modifier, msg_start, len(result))\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + " precision recall f1-score support\n", + "\n", + " -1 0.00 0.00 0.00 725\n", + " 0 0.00 0.00 0.00 450\n", + " 1 0.48 1.00 0.65 1736\n", + " 2 0.00 0.00 0.00 722\n", + "\n", + " accuracy 0.48 3633\n", + " macro avg 0.12 0.25 0.16 3633\n", + "weighted avg 0.23 0.48 0.31 3633\n", + "\n" + ] + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Generate a classification Report for the random forest model\n", + "print(metrics.classification_report(y_valid, y_pred_rf))\n", + "\n", + "# Generate a normalized confusion matrix\n", + "cm = confusion_matrix(y_valid, y_pred_rf)\n", + "cm_norm = cm / cm.sum(axis=1).reshape(-1,1)\n", + "\n", + "# Display the confusion matrix as a heatmap\n", + "sns.heatmap(cm_norm, \n", + " cmap=\"plasma\", \n", + " xticklabels=rf.classes_, \n", + " yticklabels=rf.classes_, \n", + " vmin=0., \n", + " vmax=1., \n", + " annot=True, \n", + " annot_kws={'size':10})\n", + "\n", + "# Adding headings and lables\n", + "plt.title('Random forest classification')\n", + "plt.ylabel('True label')\n", + "plt.xlabel('Predicted label')\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "id": "5163953b", + "metadata": {}, + "source": [ + "## Naive Bayes" + ] + }, + { + "cell_type": "code", + "execution_count": 90, + "id": "1f73179c", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + " precision recall f1-score support\n", + "\n", + " -1 0.96 0.58 0.72 725\n", + " 0 1.00 0.07 0.13 450\n", + " 1 0.61 0.99 0.75 1736\n", + " 2 0.89 0.41 0.56 722\n", + "\n", + " accuracy 0.68 3633\n", + " macro avg 0.87 0.51 0.54 3633\n", + "weighted avg 0.78 0.68 0.63 3633\n", + "\n" + ] + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Generate a classification Report for the Naive Bayes model\n", + "print(metrics.classification_report(y_valid, y_pred_nb))\n", + "\n", + "# Generate a normalized confusion matrix\n", + "cm = confusion_matrix(y_valid, y_pred_nb)\n", + "cm_norm = cm / cm.sum(axis=1).reshape(-1,1)\n", + "\n", + "# Display the confusion matrix as a heatmap\n", + "sns.heatmap(cm_norm, \n", + " cmap=\"plasma\", \n", + " xticklabels=nb.classes_, \n", + " yticklabels=nb.classes_, \n", + " vmin=0., \n", + " vmax=1., \n", + " annot=True, \n", + " annot_kws={'size':10})\n", + "\n", + "# Adding headings and lables\n", + "plt.title('Naive Bayes classification')\n", + "plt.ylabel('True label')\n", + "plt.xlabel('Predicted label')\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "id": "f9e86589", + "metadata": {}, + "source": [ + "## Logic Regression" + ] + }, + { + "cell_type": "code", + "execution_count": 91, + "id": "2915a1be", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + " precision recall f1-score support\n", + "\n", + " -1 0.81 0.89 0.85 725\n", + " 0 0.48 0.56 0.52 450\n", + " 1 0.86 0.70 0.77 1736\n", + " 2 0.69 0.87 0.77 722\n", + "\n", + " accuracy 0.75 3633\n", + " macro avg 0.71 0.75 0.73 3633\n", + "weighted avg 0.77 0.75 0.75 3633\n", + "\n" + ] + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Generate a classification Report for the model\n", + "print(metrics.classification_report(y_valid, y_pred_lr))\n", + "\n", + "cm = confusion_matrix(y_valid, y_pred_lr)\n", + "cm_norm = cm / cm.sum(axis=1).reshape(-1,1)\n", + "\n", + "sns.heatmap(cm_norm, \n", + " cmap=\"plasma\", \n", + " xticklabels=lr.classes_, \n", + " yticklabels=lr.classes_, \n", + " vmin=0., \n", + " vmax=1., \n", + " annot=True, \n", + " annot_kws={'size':10})\n", + "\n", + "# Adding headings and lables\n", + "plt.title('Logistic regression classification')\n", + "plt.ylabel('True label')\n", + "plt.xlabel('Predicted label')\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "id": "54ac4c1b", + "metadata": {}, + "source": [ + "## Linear SVC" + ] + }, + { + "cell_type": "code", + "execution_count": 92, + "id": "04406518", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + " precision recall f1-score support\n", + "\n", + " -1 0.87 0.94 0.90 725\n", + " 0 0.57 0.49 0.53 450\n", + " 1 0.84 0.80 0.82 1736\n", + " 2 0.75 0.85 0.80 722\n", + "\n", + " accuracy 0.80 3633\n", + " macro avg 0.76 0.77 0.76 3633\n", + "weighted avg 0.80 0.80 0.80 3633\n", + "\n" + ] + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Generate a classification Report for the linear SVC model\n", + "print(metrics.classification_report(y_valid, y_pred_lsvc))\n", + "\n", + "# Generate a normalized confusion matrix\n", + "cm = confusion_matrix(y_valid, y_pred_lsvc)\n", + "cm_norm = cm / cm.sum(axis=1).reshape(-1,1)\n", + "\n", + "# Display the confusion matrix as a heatmap\n", + "sns.heatmap(cm_norm, \n", + " cmap=\"plasma\", \n", + " xticklabels=lsvc.classes_, \n", + " yticklabels=lsvc.classes_, \n", + " vmin=0., \n", + " vmax=1., \n", + " annot=True, \n", + " annot_kws={'size':10})\n", + "\n", + "# Adding headings and lables\n", + "plt.title('Linear SVC classification')\n", + "plt.ylabel('True label')\n", + "plt.xlabel('Predicted label')\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "id": "cbd52076", + "metadata": {}, + "source": [ + " ## Model Selected\n", + "The Linear SVC Classification model achieved the highest F1 score of 0.80. " + ] + }, + { + "cell_type": "markdown", + "id": "682635f8", + "metadata": {}, + "source": [ + "## End Comet experiment" + ] + }, + { + "cell_type": "code", + "execution_count": 93, + "id": "3ce90cd7", + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "\u001b[1;38;5;39mCOMET INFO:\u001b[0m ---------------------------------------------------------------------------------------\n", + "\u001b[1;38;5;39mCOMET INFO:\u001b[0m Comet.ml Experiment Summary\n", + "\u001b[1;38;5;39mCOMET INFO:\u001b[0m ---------------------------------------------------------------------------------------\n", + "\u001b[1;38;5;39mCOMET INFO:\u001b[0m Data:\n", + "\u001b[1;38;5;39mCOMET INFO:\u001b[0m display_summary_level : 1\n", + "\u001b[1;38;5;39mCOMET INFO:\u001b[0m url : https://www.comet.com/kennedyee/twitter/4f388718b5e1482790eadad86dd78f57\n", + "\u001b[1;38;5;39mCOMET INFO:\u001b[0m Metrics:\n", + "\u001b[1;38;5;39mCOMET INFO:\u001b[0m f1 : 0.7970914375989842\n", + "\u001b[1;38;5;39mCOMET INFO:\u001b[0m precision : 0.7971306897263896\n", + "\u001b[1;38;5;39mCOMET INFO:\u001b[0m recall : 0.8001651527663088\n", + "\u001b[1;38;5;39mCOMET INFO:\u001b[0m Parameters:\n", + "\u001b[1;38;5;39mCOMET INFO:\u001b[0m alpha : 1.0\n", + "\u001b[1;38;5;39mCOMET INFO:\u001b[0m bootstrap : True\n", + "\u001b[1;38;5;39mCOMET INFO:\u001b[0m ccp_alpha : 0.0\n", + "\u001b[1;38;5;39mCOMET INFO:\u001b[0m class_prior : 1\n", + "\u001b[1;38;5;39mCOMET INFO:\u001b[0m class_weight : 1\n", + "\u001b[1;38;5;39mCOMET INFO:\u001b[0m classifier : linear SVC\n", + "\u001b[1;38;5;39mCOMET INFO:\u001b[0m clf_C : 1\n", + "\u001b[1;38;5;39mCOMET INFO:\u001b[0m clf__C : 1\n", + "\u001b[1;38;5;39mCOMET INFO:\u001b[0m clf__alpha : 1.0\n", + "\u001b[1;38;5;39mCOMET INFO:\u001b[0m clf__bootstrap : True\n", + "\u001b[1;38;5;39mCOMET INFO:\u001b[0m clf__ccp_alpha : 0.0\n", + "\u001b[1;38;5;39mCOMET INFO:\u001b[0m clf__class_prior : 1\n", + "\u001b[1;38;5;39mCOMET INFO:\u001b[0m clf__class_weight : balanced\n", + "\u001b[1;38;5;39mCOMET INFO:\u001b[0m clf__criterion : gini\n", + "\u001b[1;38;5;39mCOMET INFO:\u001b[0m clf__dual : True\n", + "\u001b[1;38;5;39mCOMET INFO:\u001b[0m clf__fit_intercept : True\n", + "\u001b[1;38;5;39mCOMET INFO:\u001b[0m clf__fit_prior : True\n", + "\u001b[1;38;5;39mCOMET INFO:\u001b[0m clf__force_alpha : warn\n", + "\u001b[1;38;5;39mCOMET INFO:\u001b[0m clf__intercept_scaling : 1\n", + "\u001b[1;38;5;39mCOMET INFO:\u001b[0m clf__l1_ratio : 1\n", + "\u001b[1;38;5;39mCOMET INFO:\u001b[0m clf__loss : squared_hinge\n", + "\u001b[1;38;5;39mCOMET INFO:\u001b[0m clf__max_depth : 5\n", + "\u001b[1;38;5;39mCOMET INFO:\u001b[0m clf__max_features : sqrt\n", + "\u001b[1;38;5;39mCOMET INFO:\u001b[0m clf__max_iter : 1000\n", + "\u001b[1;38;5;39mCOMET INFO:\u001b[0m clf__max_leaf_nodes : 1\n", + "\u001b[1;38;5;39mCOMET INFO:\u001b[0m clf__max_samples : 1\n", + "\u001b[1;38;5;39mCOMET INFO:\u001b[0m clf__min_impurity_decrease : 0.0\n", + "\u001b[1;38;5;39mCOMET INFO:\u001b[0m clf__min_samples_leaf : 1\n", + "\u001b[1;38;5;39mCOMET INFO:\u001b[0m clf__min_samples_split : 2\n", + "\u001b[1;38;5;39mCOMET INFO:\u001b[0m clf__min_weight_fraction_leaf : 0.0\n", + "\u001b[1;38;5;39mCOMET INFO:\u001b[0m clf__multi_class : ovr\n", + "\u001b[1;38;5;39mCOMET INFO:\u001b[0m clf__n_estimators : 100\n", + "\u001b[1;38;5;39mCOMET INFO:\u001b[0m clf__n_jobs : 1\n", + "\u001b[1;38;5;39mCOMET INFO:\u001b[0m clf__oob_score : False\n", + "\u001b[1;38;5;39mCOMET INFO:\u001b[0m clf__penalty : l2\n", + "\u001b[1;38;5;39mCOMET INFO:\u001b[0m clf__random_state : 1\n", + "\u001b[1;38;5;39mCOMET INFO:\u001b[0m clf__solver : lbfgs\n", + "\u001b[1;38;5;39mCOMET INFO:\u001b[0m clf__tol : 0.0001\n", + "\u001b[1;38;5;39mCOMET INFO:\u001b[0m clf__verbose : 0\n", + "\u001b[1;38;5;39mCOMET INFO:\u001b[0m clf__warm_start : False\n", + "\u001b[1;38;5;39mCOMET INFO:\u001b[0m clf_alpha : 1.0\n", + "\u001b[1;38;5;39mCOMET INFO:\u001b[0m clf_bootstrap : True\n", + "\u001b[1;38;5;39mCOMET INFO:\u001b[0m clf_ccp_alpha : 0.0\n", + "\u001b[1;38;5;39mCOMET INFO:\u001b[0m clf_class_prior : 1\n", + "\u001b[1;38;5;39mCOMET INFO:\u001b[0m clf_class_weight : balanced\n", + "\u001b[1;38;5;39mCOMET INFO:\u001b[0m clf_criterion : gini\n", + "\u001b[1;38;5;39mCOMET INFO:\u001b[0m clf_dual : True\n", + "\u001b[1;38;5;39mCOMET INFO:\u001b[0m clf_fit_intercept : True\n", + "\u001b[1;38;5;39mCOMET INFO:\u001b[0m clf_fit_prior : True\n", + "\u001b[1;38;5;39mCOMET INFO:\u001b[0m clf_force_alpha : warn\n", + "\u001b[1;38;5;39mCOMET INFO:\u001b[0m clf_intercept_scaling : 1\n", + "\u001b[1;38;5;39mCOMET INFO:\u001b[0m clf_l1_ratio : 1\n", + "\u001b[1;38;5;39mCOMET INFO:\u001b[0m clf_loss : squared_hinge\n", + "\u001b[1;38;5;39mCOMET INFO:\u001b[0m clf_max_depth : 5\n", + "\u001b[1;38;5;39mCOMET INFO:\u001b[0m clf_max_features : sqrt\n", + "\u001b[1;38;5;39mCOMET INFO:\u001b[0m clf_max_iter : 1000\n", + "\u001b[1;38;5;39mCOMET INFO:\u001b[0m clf_max_leaf_nodes : 1\n", + "\u001b[1;38;5;39mCOMET INFO:\u001b[0m clf_max_samples : 1\n", + "\u001b[1;38;5;39mCOMET INFO:\u001b[0m clf_min_impurity_decrease : 0.0\n", + "\u001b[1;38;5;39mCOMET INFO:\u001b[0m clf_min_samples_leaf : 1\n", + "\u001b[1;38;5;39mCOMET INFO:\u001b[0m clf_min_samples_split : 2\n", + "\u001b[1;38;5;39mCOMET INFO:\u001b[0m clf_min_weight_fraction_leaf : 0.0\n", + "\u001b[1;38;5;39mCOMET INFO:\u001b[0m clf_multi_class : ovr\n", + "\u001b[1;38;5;39mCOMET INFO:\u001b[0m clf_n_estimators : 100\n", + "\u001b[1;38;5;39mCOMET INFO:\u001b[0m clf_n_jobs : 1\n", + "\u001b[1;38;5;39mCOMET INFO:\u001b[0m clf_oob_score : False\n", + "\u001b[1;38;5;39mCOMET INFO:\u001b[0m clf_penalty : l2\n", + "\u001b[1;38;5;39mCOMET INFO:\u001b[0m clf_random_state : 1\n", + "\u001b[1;38;5;39mCOMET INFO:\u001b[0m clf_solver : lbfgs\n", + "\u001b[1;38;5;39mCOMET INFO:\u001b[0m clf_tol : 0.0001\n", + "\u001b[1;38;5;39mCOMET INFO:\u001b[0m clf_verbose : 0\n", + "\u001b[1;38;5;39mCOMET INFO:\u001b[0m clf_warm_start : False\n", + "\u001b[1;38;5;39mCOMET INFO:\u001b[0m criterion : gini\n", + "\u001b[1;38;5;39mCOMET INFO:\u001b[0m fit_prior : True\n", + "\u001b[1;38;5;39mCOMET INFO:\u001b[0m force_alpha : warn\n", + "\u001b[1;38;5;39mCOMET INFO:\u001b[0m max_depth : 5\n", + "\u001b[1;38;5;39mCOMET INFO:\u001b[0m max_df : 0.8\n", + "\u001b[1;38;5;39mCOMET INFO:\u001b[0m max_features : sqrt\n", + "\u001b[1;38;5;39mCOMET INFO:\u001b[0m max_leaf_nodes : 1\n", + "\u001b[1;38;5;39mCOMET INFO:\u001b[0m max_samples : 1\n", + "\u001b[1;38;5;39mCOMET INFO:\u001b[0m memory : 1\n", + "\u001b[1;38;5;39mCOMET INFO:\u001b[0m min_df : 2\n", + "\u001b[1;38;5;39mCOMET INFO:\u001b[0m min_impurity_decrease : 0.0\n", + "\u001b[1;38;5;39mCOMET INFO:\u001b[0m min_samples_leaf : 1\n", + "\u001b[1;38;5;39mCOMET INFO:\u001b[0m min_samples_split : 2\n", + "\u001b[1;38;5;39mCOMET INFO:\u001b[0m min_weight_fraction_leaf : 0.0\n", + "\u001b[1;38;5;39mCOMET INFO:\u001b[0m n_estimators : 100\n", + "\u001b[1;38;5;39mCOMET INFO:\u001b[0m n_jobs : 1\n", + "\u001b[1;38;5;39mCOMET INFO:\u001b[0m ngram_range : (1,2)\n", + "\u001b[1;38;5;39mCOMET INFO:\u001b[0m oob_score : False\n", + "\u001b[1;38;5;39mCOMET INFO:\u001b[0m random_state : 102\n", + "\u001b[1;38;5;39mCOMET INFO:\u001b[0m resampling : no\n", + "\u001b[1;38;5;39mCOMET INFO:\u001b[0m scaling : no\n", + "\u001b[1;38;5;39mCOMET INFO:\u001b[0m splitter : best\n", + "\u001b[1;38;5;39mCOMET INFO:\u001b[0m test_train random state : 0\n", + "\u001b[1;38;5;39mCOMET INFO:\u001b[0m tfidf__analyzer : word\n", + "\u001b[1;38;5;39mCOMET INFO:\u001b[0m tfidf__binary : False\n", + "\u001b[1;38;5;39mCOMET INFO:\u001b[0m tfidf__decode_error : strict\n", + "\u001b[1;38;5;39mCOMET INFO:\u001b[0m tfidf__dtype : \n", + "\u001b[1;38;5;39mCOMET INFO:\u001b[0m tfidf__encoding : utf-8\n", + "\u001b[1;38;5;39mCOMET INFO:\u001b[0m tfidf__input : content\n", + "\u001b[1;38;5;39mCOMET INFO:\u001b[0m tfidf__lowercase : True\n", + "\u001b[1;38;5;39mCOMET INFO:\u001b[0m tfidf__max_df : 1.0\n", + "\u001b[1;38;5;39mCOMET INFO:\u001b[0m tfidf__max_features : 1\n", + "\u001b[1;38;5;39mCOMET INFO:\u001b[0m tfidf__min_df : 1\n", + "\u001b[1;38;5;39mCOMET INFO:\u001b[0m tfidf__ngram_range : (1, 1)\n", + "\u001b[1;38;5;39mCOMET INFO:\u001b[0m tfidf__norm : l2\n", + "\u001b[1;38;5;39mCOMET INFO:\u001b[0m tfidf__preprocessor : 1\n", + "\u001b[1;38;5;39mCOMET INFO:\u001b[0m tfidf__smooth_idf : True\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "\u001b[1;38;5;39mCOMET INFO:\u001b[0m tfidf__stop_words : 1\n", + "\u001b[1;38;5;39mCOMET INFO:\u001b[0m tfidf__strip_accents : 1\n", + "\u001b[1;38;5;39mCOMET INFO:\u001b[0m tfidf__sublinear_tf : False\n", + "\u001b[1;38;5;39mCOMET INFO:\u001b[0m tfidf__token_pattern : (?u)\\b\\w\\w+\\b\n", + "\u001b[1;38;5;39mCOMET INFO:\u001b[0m tfidf__tokenizer : 1\n", + "\u001b[1;38;5;39mCOMET INFO:\u001b[0m tfidf__use_idf : True\n", + "\u001b[1;38;5;39mCOMET INFO:\u001b[0m tfidf__vocabulary : 1\n", + "\u001b[1;38;5;39mCOMET INFO:\u001b[0m tfidf_analyzer : word\n", + "\u001b[1;38;5;39mCOMET INFO:\u001b[0m tfidf_binary : False\n", + "\u001b[1;38;5;39mCOMET INFO:\u001b[0m tfidf_decode_error : strict\n", + "\u001b[1;38;5;39mCOMET INFO:\u001b[0m tfidf_dtype : \n", + "\u001b[1;38;5;39mCOMET INFO:\u001b[0m tfidf_encoding : utf-8\n", + "\u001b[1;38;5;39mCOMET INFO:\u001b[0m tfidf_input : content\n", + "\u001b[1;38;5;39mCOMET INFO:\u001b[0m tfidf_lowercase : True\n", + "\u001b[1;38;5;39mCOMET INFO:\u001b[0m tfidf_max_df : 1.0\n", + "\u001b[1;38;5;39mCOMET INFO:\u001b[0m tfidf_max_features : 1\n", + "\u001b[1;38;5;39mCOMET INFO:\u001b[0m tfidf_min_df : 1\n", + "\u001b[1;38;5;39mCOMET INFO:\u001b[0m tfidf_ngram_range : (1, 1)\n", + "\u001b[1;38;5;39mCOMET INFO:\u001b[0m tfidf_norm : l2\n", + "\u001b[1;38;5;39mCOMET INFO:\u001b[0m tfidf_preprocessor : 1\n", + "\u001b[1;38;5;39mCOMET INFO:\u001b[0m tfidf_smooth_idf : True\n", + "\u001b[1;38;5;39mCOMET INFO:\u001b[0m tfidf_stop_words : 1\n", + "\u001b[1;38;5;39mCOMET INFO:\u001b[0m tfidf_strip_accents : 1\n", + "\u001b[1;38;5;39mCOMET INFO:\u001b[0m tfidf_sublinear_tf : False\n", + "\u001b[1;38;5;39mCOMET INFO:\u001b[0m tfidf_token_pattern : (?u)\\b\\w\\w+\\b\n", + "\u001b[1;38;5;39mCOMET INFO:\u001b[0m tfidf_tokenizer : 1\n", + "\u001b[1;38;5;39mCOMET INFO:\u001b[0m tfidf_use_idf : True\n", + "\u001b[1;38;5;39mCOMET INFO:\u001b[0m tfidf_vocabulary : 1\n", + "\u001b[1;38;5;39mCOMET INFO:\u001b[0m vectorizer : Tfidf\n", + "\u001b[1;38;5;39mCOMET INFO:\u001b[0m verbose : False\n", + "\u001b[1;38;5;39mCOMET INFO:\u001b[0m warm_start : False\n", + "\u001b[1;38;5;39mCOMET INFO:\u001b[0m Uploads:\n", + "\u001b[1;38;5;39mCOMET INFO:\u001b[0m conda-environment-definition : 1\n", + "\u001b[1;38;5;39mCOMET INFO:\u001b[0m conda-info : 1\n", + "\u001b[1;38;5;39mCOMET INFO:\u001b[0m conda-specification : 1\n", + "\u001b[1;38;5;39mCOMET INFO:\u001b[0m environment details : 1\n", + "\u001b[1;38;5;39mCOMET INFO:\u001b[0m filename : 1\n", + "\u001b[1;38;5;39mCOMET INFO:\u001b[0m installed packages : 1\n", + "\u001b[1;38;5;39mCOMET INFO:\u001b[0m notebook : 1\n", + "\u001b[1;38;5;39mCOMET INFO:\u001b[0m source_code : 1\n", + "\u001b[1;38;5;39mCOMET INFO:\u001b[0m \n", + "\u001b[1;38;5;214mCOMET WARNING:\u001b[0m To get all data logged automatically, import comet_ml before the following modules: sklearn.\n", + "\u001b[1;38;5;39mCOMET INFO:\u001b[0m Please wait for metadata to finish uploading (timeout is 3600 seconds)\n", + "\u001b[1;38;5;39mCOMET INFO:\u001b[0m Uploading 1 metrics, params and output messages\n" + ] + }, + { + "data": { + "text/html": [ + "\n", + " \n", + " " + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Saving each metric to add to a dictionary for logging\n", + "f1 = f1_score(y_valid, y_pred_lsvc, average='weighted')\n", + "precision = precision_score(y_valid, y_pred_lsvc, average='weighted')\n", + "recall = recall_score(y_valid, y_pred_lsvc, average='weighted')\n", + "\n", + "# Create dictionaries for the data we want to log \n", + "metrics = {\"f1\": f1,\n", + " \"recall\": recall,\n", + " \"precision\": precision}\n", + "\n", + "params= {'classifier': 'linear SVC',\n", + " 'max_df': 0.8,\n", + " 'min_df': 2,\n", + " 'ngram_range': '(1,2)',\n", + " 'vectorizer': 'Tfidf',\n", + " 'scaling': 'no',\n", + " 'resampling': 'no',\n", + " 'test_train random state': '0'}\n", + " \n", + "# Log info on comet\n", + "experiment.log_metrics(metrics)\n", + "experiment.log_parameters(params)\n", + "\n", + "# End experiment\n", + "experiment.end()\n", + "\n", + "# Display results on comet page\n", + "experiment.display()\n" + ] + }, + { + "cell_type": "code", + "execution_count": 94, + "id": "481b629e", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
\n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
tweetidsentiment
01697601
1353261
22249851
34762631
48729280
.........
105418957141
105428751671
10543783292
105448674550
105454708920
\n", + "

10546 rows × 2 columns

\n", + "
" + ], + "text/plain": [ + " tweetid sentiment\n", + "0 169760 1\n", + "1 35326 1\n", + "2 224985 1\n", + "3 476263 1\n", + "4 872928 0\n", + "... ... ...\n", + "10541 895714 1\n", + "10542 875167 1\n", + "10543 78329 2\n", + "10544 867455 0\n", + "10545 470892 0\n", + "\n", + "[10546 rows x 2 columns]" + ] + }, + "execution_count": 94, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "test = pd.read_csv('test.csv')\n", + "y_test = lsvc.predict(test['message'])\n", + "output = pd.DataFrame({'tweetid': test.tweetid,\n", + " 'sentiment': y_test})\n", + "output.to_csv('submission.csv', index=False)\n", + "output" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "2fd395b9", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.9.13" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/Advanced_Classification_Predict-student_data-2780/submission.csv b/Advanced_Classification_Predict-student_data-2780/submission.csv new file mode 100644 index 00000000..b024bf48 --- /dev/null +++ b/Advanced_Classification_Predict-student_data-2780/submission.csv @@ -0,0 +1,10547 @@ +tweetid,sentiment +169760,1 +35326,1 +224985,1 +476263,1 +872928,0 +75639,1 +211536,0 +569434,1 +315368,2 +591733,1 +91983,-1 +67249,1 +143459,2 +663535,1 +20476,0 +815297,0 +274098,1 +30045,1 +681487,0 +708966,2 +393689,2 +186705,2 +233977,1 +525794,1 +863649,1 +315964,0 +588985,1 +669979,1 +137059,2 +556915,2 +951973,1 +72939,0 +205796,1 +478581,-1 +453375,2 +555551,1 +219030,0 +546209,2 +416919,1 +433824,2 +621526,2 +616108,1 +70943,1 +153248,0 +854719,1 +616444,1 +118418,2 +846132,-1 +443106,-1 +758958,1 +376412,-1 +667731,1 +222107,1 +349545,1 +284026,2 +564727,1 +522979,2 +460970,1 +371750,1 +251299,2 +485211,1 +502976,1 +623282,1 +217605,1 +225330,-1 +58854,-1 +723671,2 +366409,1 +704565,1 +655925,0 +717618,1 +922449,2 +729885,1 +599133,2 +89885,1 +249039,1 +440750,1 +18663,1 +314549,2 +643414,1 +61835,2 +659073,1 +178597,1 +152298,1 +581943,-1 +781913,1 +336886,1 +624852,1 +655116,1 +5591,1 +731620,1 +872882,2 +320393,1 +353463,1 +816508,2 +636325,-1 +53058,2 +725589,1 +693559,1 +66255,2 +218797,-1 +307092,0 +188557,0 +137392,-1 +597086,1 +96006,1 +330509,0 +78639,2 +536231,1 +304814,1 +553696,1 +455898,-1 +745466,2 +846719,2 +722710,0 +989172,2 +492079,1 +315869,1 +32675,1 +959684,-1 +641938,2 +933443,1 +458401,-1 +554994,1 +461467,2 +902353,1 +178794,1 +387356,-1 +380276,1 +824355,1 +685606,0 +85488,0 +50608,1 +447977,1 +943930,2 +183083,1 +359626,1 +810128,1 +380913,0 +516209,1 +993538,1 +594772,1 +22428,2 +991876,0 +504172,1 +283272,1 +914599,0 +752129,1 +701957,0 +858489,-1 +221704,1 +409406,1 +468372,2 +818509,1 +204729,1 +394896,0 +397593,1 +465474,2 +450344,2 +502719,0 +816499,1 +291002,1 +301225,2 +402773,1 +81233,1 +642569,0 +900041,1 +67900,-1 +237131,1 +311030,0 +975455,1 +69232,1 +156024,0 +268543,2 +586693,-1 +709157,1 +582003,2 +689136,1 +953619,-1 +971710,0 +809619,1 +595597,1 +274499,2 +771063,2 +597739,1 +110053,0 +723442,1 +881554,0 +704923,1 +822018,1 +505322,2 +120776,1 +404757,1 +811053,0 +317696,-1 +734766,1 +841196,1 +400682,0 +649511,2 +740566,1 +798359,1 +861578,1 +5417,2 +609894,0 +174874,2 +227482,2 +316886,2 +112798,2 +44507,1 +444423,1 +878768,2 +951095,1 +970445,1 +208227,1 +545402,1 +498559,1 +454769,1 +490905,1 +343981,1 +891649,1 +794296,2 +669149,2 +104997,1 +54711,0 +756770,1 +632633,2 +882503,1 +604089,2 +37591,-1 +304290,0 +167356,0 +398680,1 +268980,2 +485450,0 +246743,1 +83632,1 +804653,1 +614272,1 +699619,1 +128361,2 +617614,1 +756863,2 +550624,2 +971913,-1 +597102,2 +468901,1 +512603,2 +869,1 +135515,1 +471002,1 +76054,0 +835455,0 +593722,1 +209903,-1 +311687,2 +38624,1 +140169,2 +50739,1 +134179,0 +368885,1 +955073,1 +642519,0 +849811,1 +377434,1 +61946,0 +128149,1 +545779,2 +145812,1 +839220,1 +23630,2 +631635,2 +659284,-1 +636800,-1 +246233,1 +224961,2 +227170,1 +24500,1 +444613,1 +173797,1 +183700,1 +305251,2 +487336,0 +521403,2 +741971,1 +171732,1 +354162,2 +572875,1 +337961,1 +39327,1 +666488,1 +686787,1 +248289,-1 +644357,2 +106812,1 +492300,1 +929522,2 +827492,1 +92888,1 +748860,1 +544547,1 +970736,1 +805808,1 +320551,1 +210944,1 +109631,2 +251292,1 +170364,0 +948426,1 +780776,1 +693604,1 +799998,1 +373943,1 +593149,1 +264289,-1 +479344,-1 +820909,1 +492817,1 +831733,1 +405413,1 +685176,1 +982870,1 +92655,-1 +929710,2 +365298,1 +597644,2 +908494,1 +532450,1 +431470,1 +261786,1 +126953,1 +157454,2 +911863,1 +968491,1 +341684,1 +868000,1 +937870,2 +196243,1 +749947,0 +10201,1 +861465,1 +418775,1 +561942,1 +61831,1 +224428,2 +470738,1 +694377,-1 +557591,0 +504856,1 +988980,2 +811937,2 +78955,1 +166783,1 +2520,-1 +268418,1 +911873,1 +380946,0 +841067,-1 +760341,1 +872864,1 +833511,0 +795400,2 +947288,1 +97754,1 +848402,0 +77036,2 +280663,1 +654324,1 +105628,0 +227665,1 +169839,2 +334216,-1 +502105,0 +174279,2 +193681,1 +457324,1 +562231,1 +254480,1 +432635,0 +916814,1 +217862,1 +454694,1 +512554,2 +249736,1 +979904,0 +841942,1 +141852,2 +279014,2 +511552,1 +502057,2 +822243,0 +586976,2 +870627,1 +809260,1 +258979,0 +342572,1 +833715,1 +63205,2 +327,1 +286773,2 +831328,1 +265516,1 +988076,2 +92963,1 +813089,1 +372840,2 +460869,2 +700900,2 +54421,-1 +83811,1 +932229,1 +14731,2 +416245,0 +91717,1 +37782,1 +168950,1 +791767,1 +612474,1 +863569,1 +833620,0 +831050,0 +327186,2 +70954,-1 +744906,1 +410805,1 +321290,1 +560166,0 +199999,1 +520958,1 +486093,-1 +433768,1 +170942,1 +97769,2 +574580,-1 +427983,-1 +536786,-1 +64572,1 +932658,1 +875904,1 +388184,1 +448406,0 +280094,1 +196585,1 +297123,2 +583405,1 +749358,2 +8540,1 +92130,1 +682459,-1 +493774,1 +81514,2 +937131,2 +683822,2 +181932,1 +185061,1 +718905,0 +467768,1 +50360,1 +37282,-1 +324725,1 +587613,0 +759085,1 +995304,0 +62430,1 +959472,2 +134816,1 +443799,1 +84144,2 +626595,0 +382192,1 +249680,1 +209100,2 +505060,1 +510212,0 +454150,1 +900706,2 +355447,0 +415557,1 +431394,1 +796461,2 +551013,1 +71926,2 +260753,1 +883406,1 +973790,2 +673020,0 +573493,1 +850799,1 +596499,0 +430720,1 +970612,1 +645141,1 +122672,1 +572212,1 +590281,2 +185082,-1 +643999,2 +276142,1 +522428,2 +242869,1 +859835,1 +179238,1 +830861,0 +659715,1 +742214,1 +44768,2 +156753,-1 +689726,1 +659825,0 +805236,1 +484743,1 +843791,1 +401342,1 +268165,1 +450971,-1 +969588,2 +493909,2 +775367,0 +102955,2 +356595,-1 +860992,2 +478186,2 +235851,-1 +859554,1 +383555,1 +568803,-1 +522415,-1 +493050,1 +568528,-1 +371027,2 +554560,1 +969599,1 +70097,1 +898167,1 +483103,1 +773089,1 +436540,0 +214657,1 +824653,2 +132616,1 +962166,2 +357327,1 +183595,1 +338190,0 +821753,1 +782634,2 +355771,1 +102889,0 +335544,2 +417438,1 +99418,1 +774033,1 +151834,1 +573075,2 +675187,2 +488287,2 +317596,1 +848773,0 +177318,0 +743728,1 +166017,1 +668192,1 +242646,2 +572824,1 +516374,1 +569974,2 +368987,2 +35989,0 +439267,2 +425036,1 +978741,-1 +161511,2 +158819,-1 +225262,-1 +398562,0 +940439,-1 +657384,1 +348631,1 +950221,1 +390207,1 +633050,0 +45603,0 +892219,2 +763551,1 +219247,-1 +78219,-1 +106376,-1 +664990,1 +61204,-1 +444521,2 +162744,1 +10394,1 +107336,0 +400960,1 +157258,1 +762553,1 +398197,1 +513701,2 +450710,2 +192494,0 +376697,2 +466375,1 +600809,2 +337306,1 +597597,1 +282282,1 +619747,0 +848426,0 +468720,1 +954154,0 +544640,0 +192358,2 +768797,1 +817583,0 +864589,1 +104220,1 +725297,2 +973859,1 +942269,0 +145192,1 +965827,2 +861437,0 +296887,1 +817495,1 +273994,1 +799474,0 +177872,1 +532392,2 +770417,1 +706812,1 +193396,-1 +863034,2 +967152,-1 +948038,1 +608126,2 +412897,2 +970466,0 +604868,2 +94532,1 +820173,-1 +833762,2 +604371,1 +961064,1 +419528,1 +79982,0 +564369,1 +489017,1 +887262,2 +402712,-1 +963864,1 +854765,1 +331759,1 +26332,0 +238943,-1 +431614,2 +329434,1 +680680,1 +39578,1 +670432,1 +371166,1 +686203,2 +118985,1 +263823,1 +275604,2 +390449,1 +553573,2 +159171,1 +172630,1 +867879,2 +555667,1 +107607,2 +671813,1 +29467,2 +424298,2 +247885,-1 +66440,2 +794065,1 +383354,-1 +73974,-1 +597362,1 +873587,1 +755011,1 +736998,1 +117248,1 +692018,1 +813376,1 +834684,2 +546314,2 +876985,1 +207998,1 +110340,0 +715656,1 +88611,1 +716533,1 +269830,1 +661339,1 +96822,-1 +101833,2 +548873,2 +432375,2 +963943,1 +105738,1 +814952,1 +933283,1 +476266,2 +713154,2 +729178,2 +739461,1 +46459,1 +564711,1 +9295,1 +89381,1 +997108,2 +434160,1 +632113,1 +349480,1 +981685,-1 +891296,2 +795819,-1 +22856,2 +176472,1 +760306,1 +364909,1 +593804,2 +307467,-1 +610642,-1 +129662,0 +569359,2 +561862,-1 +423167,1 +840583,0 +683275,-1 +190548,1 +958471,1 +740052,0 +631040,-1 +976028,1 +990527,2 +58802,2 +406698,0 +166458,1 +758638,1 +864544,1 +937863,1 +839640,1 +43118,1 +554437,0 +24114,1 +594987,1 +2994,2 +983985,1 +738824,1 +578675,1 +246789,1 +459925,2 +723464,2 +939557,-1 +962770,1 +432283,1 +295172,1 +354011,2 +917171,1 +368282,1 +799357,2 +218943,2 +354686,2 +180377,1 +979574,2 +457365,2 +855074,1 +527673,1 +785117,0 +973760,1 +928581,0 +56229,1 +489025,0 +43190,-1 +563462,2 +972585,1 +593576,1 +327139,1 +615819,1 +538945,2 +967095,1 +993681,1 +568295,2 +969003,1 +644408,1 +956047,2 +525657,-1 +56665,1 +617655,2 +838447,1 +931195,0 +577981,2 +870874,2 +480174,1 +695290,0 +645362,2 +475332,1 +78586,1 +792010,2 +600177,1 +579760,1 +733217,1 +130633,2 +246139,0 +83570,2 +233932,1 +65704,0 +720328,1 +182815,1 +992508,1 +582996,1 +712952,2 +217793,1 +960416,1 +387077,1 +62147,-1 +158157,1 +16196,0 +211659,1 +368185,1 +681044,2 +368951,1 +200078,1 +947641,1 +591630,1 +60500,1 +257401,2 +478713,2 +735450,1 +633125,1 +610055,1 +632978,2 +365076,2 +875539,1 +758419,0 +709088,0 +768261,2 +209509,1 +127305,-1 +121053,1 +19558,-1 +801712,1 +837454,1 +541857,1 +11629,2 +10359,2 +66175,1 +23284,-1 +211731,1 +32828,1 +300306,1 +798465,1 +429350,1 +96211,1 +287991,0 +580986,1 +782530,1 +446353,-1 +404665,1 +971456,1 +503290,1 +675704,1 +225076,2 +593471,1 +481167,1 +161297,1 +270003,-1 +411180,2 +271499,1 +672109,1 +602150,1 +575468,0 +181408,1 +161726,1 +977902,1 +788232,-1 +725006,1 +722658,2 +600224,1 +793349,-1 +451620,1 +424135,0 +88627,1 +806009,0 +192064,1 +685562,2 +284646,1 +715307,1 +883501,2 +842439,-1 +33587,-1 +730304,1 +87268,1 +494947,1 +557924,1 +351002,-1 +361958,2 +624214,2 +513910,2 +506543,1 +778056,1 +357156,1 +370081,1 +880261,1 +509403,1 +580774,1 +837095,2 +560337,1 +132783,1 +304998,2 +819879,1 +849455,1 +346200,0 +625746,1 +677462,-1 +107732,1 +277516,0 +119700,1 +219147,0 +773453,1 +813113,1 +121431,1 +258442,-1 +15784,2 +491379,2 +767093,1 +508244,2 +711697,1 +78517,1 +592053,1 +723025,0 +310230,-1 +751878,1 +617843,1 +265859,-1 +410288,2 +708448,2 +254072,2 +791956,1 +515974,2 +972791,1 +330960,0 +126876,1 +316154,1 +179087,1 +586916,-1 +70846,0 +752225,2 +404604,1 +836527,1 +678059,0 +333311,1 +74980,1 +477908,0 +506657,1 +980875,1 +805679,0 +193548,1 +818493,-1 +625918,1 +215713,1 +126166,2 +709380,1 +570628,1 +898663,1 +103967,0 +934788,2 +327499,1 +953095,1 +592527,2 +488806,1 +531595,1 +899135,2 +661210,2 +311285,-1 +956537,1 +536614,1 +518252,2 +101697,2 +136250,0 +571656,1 +614530,0 +506382,2 +990558,1 +414640,1 +757228,1 +741160,1 +80801,1 +14077,1 +44115,1 +782491,1 +141116,1 +758470,1 +111565,2 +108937,0 +333960,1 +495632,1 +855633,1 +387274,-1 +944823,2 +676644,0 +674904,1 +706197,2 +751823,2 +534701,2 +776680,2 +856934,2 +838992,-1 +73072,0 +592976,0 +120301,1 +477557,1 +331101,0 +587789,1 +106773,2 +714124,1 +772086,1 +656418,1 +372287,1 +481477,2 +938734,1 +922926,1 +339447,-1 +325978,1 +42066,0 +382638,2 +16052,1 +450371,-1 +450653,-1 +299753,2 +643564,2 +975417,1 +890333,2 +759258,1 +82004,2 +187640,0 +790339,1 +760264,1 +34404,1 +387284,2 +111495,-1 +263613,0 +811478,1 +615025,1 +709431,-1 +815398,2 +429819,0 +55201,-1 +918786,2 +505250,1 +811168,1 +616510,-1 +810332,1 +778191,0 +644140,1 +614087,0 +350693,1 +224411,-1 +187760,2 +673695,1 +624957,2 +682615,1 +674916,1 +404402,1 +53072,2 +48112,1 +785837,0 +184816,1 +230210,1 +915999,0 +376465,2 +194186,2 +106745,1 +992715,1 +274295,-1 +841614,2 +855159,1 +369248,1 +400854,2 +232119,1 +770087,2 +61801,1 +582837,2 +696188,1 +710747,1 +943396,0 +943553,1 +957958,0 +170910,2 +680524,1 +565587,1 +749902,2 +748072,-1 +937512,1 +130999,1 +342929,1 +406526,1 +281624,0 +111021,1 +898463,1 +920547,1 +300268,2 +6377,1 +150851,1 +836682,1 +975094,0 +303263,0 +469044,2 +826563,0 +879918,0 +803773,2 +535044,1 +129239,-1 +123544,2 +955118,1 +763466,2 +302824,1 +970253,1 +536636,1 +225644,1 +901410,2 +976357,1 +276425,2 +698782,1 +476182,1 +560795,1 +734099,1 +874279,1 +528799,1 +844516,0 +42001,1 +729333,1 +910929,2 +436637,0 +539943,1 +158515,2 +913083,1 +196246,1 +312900,2 +247152,1 +621919,1 +72893,1 +989727,0 +828411,1 +231642,0 +294532,1 +322655,2 +238643,1 +226893,-1 +22945,-1 +667052,0 +330901,1 +893735,1 +844155,2 +598545,1 +792602,0 +81394,1 +79720,1 +450891,1 +689110,1 +603282,1 +151774,1 +427833,0 +514030,1 +450842,1 +663940,-1 +289537,1 +93580,-1 +999485,1 +16012,1 +602434,2 +128526,1 +567878,2 +311040,0 +397558,2 +659249,2 +732039,-1 +257083,1 +653366,2 +764741,1 +240417,2 +941193,1 +249928,1 +355194,2 +466127,1 +986184,1 +194736,1 +193995,1 +630191,1 +467505,0 +385475,-1 +537515,2 +689188,2 +629787,1 +125791,2 +873126,1 +634159,1 +5824,-1 +626130,0 +710596,2 +739055,1 +584269,1 +930286,2 +803604,2 +902313,-1 +365571,2 +418391,1 +260874,2 +53754,1 +406691,2 +958946,-1 +135258,0 +349414,2 +988959,1 +954431,1 +985836,1 +698510,2 +509363,2 +625498,1 +896827,1 +393734,1 +326465,1 +856169,2 +404748,1 +330862,2 +455496,1 +571982,1 +298506,2 +98423,1 +660483,1 +219919,2 +967026,1 +640859,0 +574291,0 +673739,2 +490703,1 +811513,2 +357267,1 +366205,1 +47116,2 +41555,1 +666135,1 +997640,2 +381416,2 +168327,0 +492253,2 +422735,1 +667117,-1 +202823,1 +10908,0 +366599,1 +394665,2 +734589,1 +210821,1 +191243,1 +435686,1 +7931,2 +331666,1 +998608,1 +598170,2 +981822,1 +349039,-1 +131708,2 +440962,1 +719287,1 +866736,2 +793383,1 +486705,0 +206701,1 +812095,2 +813429,1 +300273,1 +246003,1 +357693,1 +127689,2 +554542,1 +713892,1 +855661,1 +413022,1 +204680,1 +865502,1 +70808,1 +542694,1 +521642,2 +90760,2 +599952,1 +116224,1 +781730,-1 +222272,1 +520111,1 +470642,1 +241795,1 +585620,0 +969978,2 +800466,2 +665096,0 +59084,-1 +813349,1 +312981,1 +965523,1 +921337,0 +791417,2 +472174,1 +514550,1 +418510,1 +344814,2 +555242,1 +603943,1 +996818,1 +518736,1 +194144,1 +548422,1 +781735,1 +90786,1 +3051,1 +402995,0 +224269,2 +891634,1 +661409,-1 +776823,1 +773037,1 +716592,2 +709740,-1 +230435,2 +105775,1 +277235,1 +323839,1 +485009,1 +991522,2 +421384,2 +407930,1 +499185,1 +634042,2 +281534,1 +29564,1 +777475,1 +73475,1 +924278,2 +945887,0 +133825,1 +750622,0 +340947,1 +477970,0 +841038,1 +331429,1 +861934,2 +117689,2 +231985,2 +452498,-1 +147151,0 +402278,1 +515529,0 +816064,1 +320416,1 +674363,1 +45153,1 +294203,2 +69149,-1 +892557,1 +714218,1 +374533,2 +799765,1 +406896,0 +493645,1 +77622,-1 +351139,1 +598383,2 +437099,-1 +811260,1 +289021,1 +411748,2 +834122,0 +531633,1 +138830,2 +855031,2 +621398,0 +591179,-1 +665535,-1 +625048,2 +395927,-1 +819363,-1 +226513,1 +230277,2 +217668,1 +646356,1 +585846,-1 +320140,-1 +7769,2 +128883,-1 +930716,-1 +52091,1 +865029,1 +678269,1 +646896,-1 +151820,1 +126071,-1 +390635,0 +846830,1 +903429,1 +552575,1 +51238,1 +398685,1 +442076,0 +245264,1 +1847,1 +800950,1 +236737,1 +371083,1 +288557,-1 +645411,0 +582358,-1 +105065,0 +105707,-1 +487304,-1 +966654,0 +367823,0 +649275,1 +29185,2 +172119,0 +685650,-1 +173254,1 +287735,1 +97811,1 +838235,2 +254835,-1 +318905,0 +259043,2 +381017,1 +649757,0 +529954,1 +663529,1 +423720,-1 +22777,1 +766694,0 +166583,1 +282634,1 +353764,1 +461317,2 +31680,1 +998009,1 +491318,1 +970330,1 +476860,2 +415960,1 +937064,1 +935085,1 +863837,-1 +166987,1 +65621,1 +486600,1 +389265,1 +151202,1 +906908,1 +98725,2 +741135,1 +184479,1 +364623,2 +289083,2 +101465,2 +877671,1 +414975,1 +819137,-1 +162715,1 +889367,1 +682050,1 +468148,1 +276721,1 +809015,1 +82904,1 +629958,1 +282539,-1 +576641,1 +721032,0 +985863,2 +351847,0 +102182,1 +432256,1 +810959,-1 +339263,-1 +426325,1 +634147,2 +43694,0 +693219,1 +840612,0 +292313,1 +459823,-1 +458700,1 +886294,1 +72399,2 +838493,1 +239467,1 +966716,1 +88590,0 +270660,2 +612857,1 +481502,0 +953534,1 +399293,2 +325715,1 +412226,2 +817566,1 +610516,1 +921902,1 +279576,2 +164195,2 +233989,2 +650411,1 +531313,-1 +4333,1 +643985,2 +556079,1 +362728,1 +619584,1 +498930,2 +711047,2 +280183,2 +710884,1 +669728,1 +873903,1 +133051,1 +580652,1 +122184,1 +297918,1 +443350,1 +942345,0 +487311,2 +624290,2 +462841,1 +682584,0 +86801,1 +614098,0 +71036,-1 +603798,1 +539219,0 +571734,1 +891254,0 +16967,1 +366465,2 +468888,1 +755956,1 +854237,2 +929586,2 +972465,1 +47414,1 +237511,1 +473045,1 +719760,1 +3380,1 +915945,1 +746072,2 +793658,1 +718346,1 +991582,1 +186975,-1 +544544,2 +598757,1 +352182,2 +799769,0 +285144,1 +406272,2 +92988,1 +36673,1 +558989,1 +261633,2 +239960,-1 +938879,-1 +638143,1 +162574,1 +78388,1 +966667,0 +865944,1 +972181,2 +946851,1 +214800,1 +728032,2 +600651,1 +728584,1 +706681,0 +589739,1 +450581,1 +47561,1 +401905,1 +800981,1 +589183,1 +222534,2 +357670,1 +923142,1 +497636,2 +443455,2 +730705,2 +830855,1 +255556,2 +961712,1 +589379,-1 +956735,1 +216207,1 +650019,-1 +606200,2 +753836,2 +847322,0 +273226,1 +83629,1 +226734,2 +788872,1 +870974,2 +591870,2 +568912,2 +789519,1 +731488,-1 +244090,1 +735125,2 +764484,1 +646717,1 +31157,-1 +152232,0 +414280,2 +587546,1 +821756,2 +373215,1 +826764,1 +733307,1 +596788,2 +57392,-1 +761256,1 +586312,1 +93389,0 +93917,2 +73551,2 +165581,1 +156791,-1 +823794,1 +63392,0 +182207,1 +829750,1 +101290,2 +639078,1 +960964,0 +884242,1 +333194,1 +180605,1 +724302,1 +464585,0 +857134,1 +289751,0 +746574,-1 +5343,1 +477522,2 +446879,1 +546541,1 +732463,2 +380608,1 +336640,-1 +52477,1 +194507,1 +538733,1 +622382,1 +758067,1 +969245,0 +6204,1 +360927,1 +733862,0 +254831,1 +312789,1 +683632,2 +698155,2 +581241,1 +685887,2 +495618,1 +98564,0 +422534,1 +378882,1 +175872,0 +135908,0 +840249,0 +37433,0 +231996,1 +573211,1 +703385,2 +11101,0 +819890,1 +572492,1 +120502,2 +146930,1 +913546,-1 +808868,1 +383788,1 +629338,1 +429250,1 +327253,-1 +233323,2 +754966,1 +5107,1 +285700,1 +997597,1 +605325,0 +181468,0 +921776,1 +131890,1 +727491,1 +407368,1 +720318,1 +521215,2 +699505,0 +260605,1 +4496,1 +162556,1 +283270,0 +631070,1 +343853,2 +195609,2 +729294,1 +342029,1 +31305,1 +974349,-1 +827385,1 +110637,1 +330981,1 +716213,0 +673772,1 +533976,0 +467243,1 +671317,-1 +232183,1 +489015,2 +356158,1 +988748,1 +240002,1 +873392,1 +345670,1 +356761,1 +530584,1 +177001,1 +525148,1 +347083,1 +784269,0 +420686,2 +918830,-1 +550616,0 +696228,-1 +861731,2 +677852,1 +591361,1 +962050,1 +76649,1 +832328,1 +239449,1 +467995,2 +467450,1 +127162,1 +477381,1 +58715,-1 +701473,1 +893061,2 +335217,1 +909071,1 +471885,2 +164325,1 +875446,1 +366749,-1 +625267,1 +805316,0 +779520,1 +967449,1 +39093,-1 +306078,1 +983065,2 +106475,1 +380508,1 +236562,1 +589848,1 +741895,2 +204042,1 +238985,0 +468940,2 +467571,1 +86934,1 +650045,-1 +334396,2 +308397,2 +435631,2 +206312,2 +565453,0 +250852,2 +511144,1 +985030,1 +5045,0 +962371,1 +179695,1 +571674,1 +708517,0 +949891,1 +451267,2 +463572,0 +527910,1 +446310,-1 +105414,1 +18138,1 +653784,0 +331838,1 +650762,1 +826394,1 +164947,1 +871573,2 +737732,1 +78892,2 +950200,0 +484870,2 +382863,1 +155451,1 +361880,1 +625561,1 +675442,2 +113514,1 +19397,2 +718093,1 +428411,1 +908602,1 +595852,1 +866548,1 +516734,-1 +203690,2 +457889,0 +42699,1 +564817,1 +519244,1 +634222,1 +851947,0 +925224,1 +776585,1 +603969,1 +848121,1 +745737,1 +706675,2 +891427,0 +311901,1 +190297,1 +782363,0 +44291,2 +370428,1 +899174,1 +144125,1 +422237,1 +554582,2 +242199,-1 +232219,1 +224076,2 +945898,1 +564911,2 +343688,-1 +371908,0 +627574,2 +180485,1 +249763,1 +651375,1 +660951,1 +657758,-1 +237867,1 +782819,-1 +791928,2 +294609,1 +850390,2 +396547,1 +142830,0 +250983,2 +443938,1 +831490,1 +418267,2 +860398,-1 +763872,0 +574726,0 +142336,2 +213055,2 +455829,1 +656699,1 +171902,1 +350128,2 +714025,1 +17420,1 +44772,0 +643168,0 +704610,1 +820523,1 +37607,1 +680087,2 +509948,1 +938423,1 +476346,2 +617648,2 +659939,2 +510346,-1 +106516,2 +187412,1 +530662,1 +969059,-1 +233113,2 +881485,1 +396578,1 +722776,1 +69263,1 +783056,2 +29053,1 +45878,1 +845042,2 +78628,2 +899274,1 +485857,2 +914284,1 +590949,1 +286808,2 +449133,1 +145375,1 +769261,1 +769524,1 +968896,0 +313839,2 +775822,-1 +293312,0 +495182,-1 +896063,1 +2325,1 +795486,2 +135329,1 +885345,-1 +703319,0 +595781,1 +243128,1 +589175,1 +473007,-1 +145261,0 +942956,1 +524966,-1 +713766,1 +440834,2 +94839,-1 +730063,1 +120270,0 +73612,0 +432813,1 +317254,1 +149855,0 +588233,2 +860852,1 +762132,1 +694699,1 +357323,2 +617071,2 +909332,1 +460019,1 +175290,1 +845224,1 +77234,1 +337929,-1 +846396,1 +515567,1 +365305,0 +410068,-1 +123198,1 +287376,1 +799250,1 +744900,1 +505135,2 +380314,0 +272452,0 +164506,2 +825234,1 +959388,1 +502275,-1 +663775,1 +515364,-1 +29777,1 +857998,1 +930993,1 +225367,1 +299046,1 +54060,1 +153537,1 +77959,2 +238755,1 +913486,1 +14443,1 +604691,1 +56693,1 +397430,1 +292158,1 +263045,1 +686702,1 +111969,1 +575864,1 +592714,1 +788130,1 +283215,2 +463455,1 +84395,1 +111750,1 +930512,1 +582792,1 +172215,0 +856082,1 +788739,2 +509947,0 +407486,1 +93916,1 +49777,-1 +794018,0 +448173,1 +461282,1 +44346,1 +505510,2 +782839,2 +104045,1 +568580,1 +758553,1 +53400,2 +441214,-1 +953386,1 +143711,2 +120075,-1 +215972,0 +439116,2 +186431,-1 +593449,1 +607278,1 +582945,2 +922510,1 +767792,-1 +795952,2 +944860,-1 +444063,1 +865922,2 +752668,-1 +977914,1 +252208,1 +772954,1 +254837,1 +237616,-1 +371131,1 +343754,2 +449316,-1 +185570,1 +47008,1 +19133,1 +375376,2 +578099,2 +763558,2 +162367,-1 +690491,2 +698617,1 +620254,1 +217118,1 +232363,1 +816170,1 +449825,-1 +672636,0 +179091,-1 +231038,1 +291804,-1 +710495,1 +553086,1 +323962,2 +581600,0 +704427,1 +438734,2 +209379,2 +415615,-1 +284806,1 +310499,1 +346116,0 +771257,1 +129670,1 +532461,1 +847765,1 +541807,1 +151102,1 +301061,-1 +920481,0 +223008,1 +804457,1 +577544,0 +724299,1 +615253,-1 +414925,1 +905949,2 +633508,1 +270235,0 +560973,1 +337725,1 +307063,1 +248899,2 +693471,2 +32083,2 +581827,2 +447640,1 +862171,1 +263238,1 +177423,0 +556777,1 +814230,2 +34166,0 +355856,1 +961882,1 +762704,0 +602494,1 +34702,1 +715552,1 +355679,-1 +854686,2 +171389,-1 +820375,2 +752605,1 +923279,1 +150302,1 +444048,1 +772347,1 +707363,1 +43036,1 +31741,1 +902354,1 +732442,1 +691266,1 +115042,-1 +522188,1 +815935,1 +621337,1 +933944,2 +545889,1 +639168,2 +655821,1 +217577,2 +988338,1 +310934,0 +384173,1 +850427,1 +614699,0 +146362,0 +58112,1 +466658,0 +798525,2 +569963,1 +434900,1 +51794,1 +373733,2 +78426,1 +591624,2 +376278,1 +881145,2 +423932,2 +154517,1 +809256,1 +592760,1 +326267,1 +557614,0 +657699,1 +792471,1 +687325,0 +184414,1 +160393,2 +846792,1 +615738,1 +988164,0 +487047,2 +469101,1 +804088,1 +981726,1 +661325,2 +395935,1 +404054,1 +336290,1 +458596,2 +721106,1 +837210,2 +370613,1 +123115,2 +306643,2 +666144,1 +108718,2 +319332,1 +579193,1 +358166,1 +141738,1 +260609,2 +581967,1 +132595,1 +488092,1 +392202,2 +315476,1 +205530,0 +659291,1 +436218,0 +90685,1 +142415,2 +24934,1 +409382,0 +920431,2 +796763,2 +845251,1 +388243,1 +604797,-1 +152641,1 +248936,1 +938144,1 +424611,2 +329124,0 +665784,0 +640825,1 +163428,1 +556966,2 +462236,2 +940585,1 +836959,1 +203375,1 +254557,1 +980954,0 +24797,2 +281199,1 +574766,1 +887404,1 +291525,2 +649648,1 +753473,2 +305074,1 +328063,1 +567452,1 +195871,1 +540520,0 +875626,1 +672918,2 +17142,1 +644643,0 +558196,1 +718420,1 +941514,2 +142228,1 +114046,2 +201727,0 +432369,0 +387738,1 +199691,0 +180304,1 +673181,1 +146042,1 +558321,0 +486158,1 +656852,1 +746973,1 +443873,2 +946854,1 +206666,-1 +329798,0 +494754,0 +964787,1 +992585,2 +626550,1 +338140,1 +86710,1 +880166,1 +461185,2 +840127,1 +909823,1 +347835,-1 +41851,1 +429019,1 +822696,1 +398282,0 +939362,1 +44160,2 +193712,1 +628281,1 +489292,2 +616565,-1 +347410,2 +17963,1 +76228,1 +601837,0 +569634,0 +57381,-1 +120440,1 +34596,1 +28256,1 +499154,1 +352917,2 +642374,2 +597069,1 +830957,2 +317312,2 +827075,1 +588394,1 +706639,1 +182537,1 +16854,-1 +443398,1 +434602,1 +554528,2 +30214,1 +171137,-1 +875060,-1 +961114,1 +246680,2 +244205,1 +552594,1 +726305,0 +354750,1 +71830,1 +345645,1 +212044,1 +200267,1 +942846,1 +174493,2 +333002,2 +146187,1 +793908,2 +496143,1 +966647,1 +323,2 +803875,1 +402047,1 +534219,1 +703000,1 +671584,1 +559320,1 +188050,1 +887516,1 +645866,1 +466328,1 +415728,1 +503003,2 +298164,1 +633000,-1 +512067,1 +235641,2 +343381,1 +733240,1 +136832,1 +389026,1 +852347,-1 +25002,1 +294027,1 +648266,1 +810469,1 +224435,0 +952397,1 +12004,0 +185013,1 +486832,1 +86045,1 +133514,-1 +799864,-1 +781356,2 +866735,1 +788791,2 +907298,1 +930620,-1 +580848,1 +438124,1 +400009,1 +956741,1 +748695,1 +831576,1 +683218,2 +531715,1 +555874,2 +672398,-1 +293081,1 +506419,-1 +776853,2 +857439,1 +860763,1 +169809,2 +410150,0 +776743,0 +830459,1 +612043,1 +247011,1 +404518,1 +997644,0 +111741,1 +921727,2 +921922,1 +349946,1 +632649,2 +10315,1 +448017,1 +561814,0 +88851,0 +317861,1 +419424,1 +185650,1 +931895,2 +893553,1 +159886,1 +48509,1 +697646,1 +260134,1 +958366,1 +497671,1 +890683,-1 +219061,-1 +50736,2 +742031,0 +431195,1 +159717,1 +641424,1 +423512,2 +229137,1 +798844,1 +693406,2 +371036,1 +211835,1 +757133,1 +937342,2 +977747,2 +333823,2 +669775,1 +260295,2 +677043,-1 +477036,1 +194820,1 +833593,0 +737103,2 +838487,1 +14362,1 +433532,-1 +375715,2 +274541,2 +115978,1 +905000,0 +343053,1 +168437,1 +794305,1 +149132,0 +255482,1 +786652,1 +18795,1 +261144,0 +2575,1 +477704,2 +645226,-1 +613988,2 +141972,1 +863542,0 +922667,2 +419431,1 +960388,1 +853322,2 +622813,-1 +785330,1 +810188,1 +53815,2 +818404,0 +747464,2 +754308,1 +128943,0 +996229,1 +964585,1 +959469,1 +354761,1 +102989,2 +67926,0 +122021,1 +549342,2 +446441,2 +196355,2 +589487,2 +70611,1 +683684,0 +978725,2 +13287,1 +809747,-1 +838185,1 +647188,-1 +616174,-1 +754798,1 +620739,1 +644772,-1 +96841,2 +818549,1 +24845,1 +397713,2 +924727,1 +164077,1 +442722,2 +583077,1 +840571,2 +415337,0 +148578,1 +239214,0 +521908,2 +947679,1 +227844,1 +701507,0 +617736,1 +509196,1 +585430,-1 +839425,0 +414230,2 +916592,1 +705572,1 +282147,2 +201741,0 +464689,2 +506099,1 +315331,1 +258435,2 +910541,1 +394712,1 +424092,-1 +204080,1 +744870,1 +644004,1 +107636,0 +661174,1 +19909,-1 +927163,1 +358829,2 +186937,2 +98072,1 +43449,1 +996972,1 +365705,1 +27742,1 +165638,0 +419439,2 +254018,2 +980316,1 +849752,1 +601238,-1 +763081,0 +767129,1 +292040,1 +800470,1 +408830,1 +902403,2 +495974,1 +97966,2 +612358,1 +601862,1 +484009,-1 +24147,-1 +545781,2 +404273,2 +459068,0 +706804,1 +570687,1 +611072,1 +985616,1 +164701,1 +599031,1 +291016,2 +871590,1 +375923,2 +625713,1 +544267,2 +597520,1 +201908,-1 +779450,1 +41388,1 +324210,1 +527518,1 +995095,2 +68508,1 +645526,1 +803925,1 +310865,2 +243590,1 +739831,1 +838039,-1 +93918,2 +115526,2 +164262,-1 +727311,1 +735220,1 +468210,-1 +689122,1 +53596,1 +799186,2 +101084,1 +30439,1 +810252,1 +821303,2 +292964,1 +302407,2 +271892,2 +732321,1 +447410,-1 +803265,-1 +196513,1 +365268,1 +202213,0 +325954,1 +969878,0 +626863,-1 +549662,2 +583897,2 +81079,1 +74615,0 +390771,1 +921683,1 +260545,2 +746062,-1 +523766,-1 +369387,1 +387902,0 +407975,1 +843647,-1 +668518,2 +259924,-1 +823007,2 +133194,2 +999383,1 +844853,1 +811166,0 +700248,1 +312802,1 +703577,-1 +842529,1 +133240,1 +637996,1 +242561,2 +970006,2 +651603,1 +339673,1 +675644,1 +793976,1 +162961,-1 +469570,-1 +681176,1 +887401,2 +891406,0 +751950,2 +965377,1 +773946,1 +84122,1 +845066,1 +389748,2 +837821,1 +967629,2 +864765,1 +266087,1 +41710,1 +112134,-1 +513080,1 +452254,1 +564272,2 +876098,0 +273845,1 +343129,2 +622330,2 +296515,2 +199651,1 +265010,1 +124863,1 +619557,2 +500287,2 +366450,1 +626887,1 +426254,2 +535685,1 +617761,2 +616786,2 +863271,0 +516407,2 +148449,1 +849472,1 +665945,1 +479060,1 +736724,1 +288008,1 +638394,1 +779022,-1 +951766,2 +535506,2 +202738,-1 +863224,1 +870370,1 +721194,1 +981141,2 +252336,1 +77169,1 +68528,1 +38903,1 +256464,2 +11425,2 +898966,1 +860813,1 +873715,1 +81184,0 +106630,1 +203802,-1 +904553,1 +793878,1 +727291,0 +659013,1 +170414,1 +545030,2 +935399,0 +720843,1 +24407,2 +368110,1 +503818,1 +556178,1 +905326,1 +337724,2 +69700,1 +114542,2 +160079,1 +903579,1 +646349,2 +161942,-1 +598614,1 +663644,1 +329622,1 +263883,1 +296398,0 +566777,2 +158516,1 +764934,2 +404621,2 +803119,1 +610999,1 +737690,0 +312628,1 +712615,1 +188749,2 +814343,1 +988637,0 +880191,0 +280042,1 +630479,0 +46849,1 +667139,1 +445425,2 +136052,-1 +811010,2 +170283,1 +900662,1 +493441,1 +94212,2 +753640,-1 +312169,2 +202533,-1 +102614,1 +619990,1 +86350,1 +63121,1 +121852,0 +600352,1 +124929,1 +75897,1 +574497,2 +24804,1 +596222,-1 +906004,0 +539619,1 +110125,1 +448051,2 +790726,1 +822650,2 +381243,2 +730979,0 +936649,-1 +587095,1 +612202,2 +429050,-1 +700694,1 +851416,1 +547091,1 +51713,1 +125090,1 +81094,1 +46987,2 +10385,-1 +660879,1 +815867,1 +182651,1 +13152,1 +612985,2 +668026,2 +286216,1 +872878,1 +346203,2 +717045,0 +118481,1 +67795,1 +965112,1 +942456,0 +49607,1 +336321,-1 +220175,1 +218973,0 +458027,-1 +932536,0 +239165,2 +473283,0 +10468,1 +965411,-1 +733655,2 +383468,1 +796762,1 +184596,0 +327092,1 +158124,1 +998269,2 +332356,1 +495084,1 +610404,1 +478417,1 +599073,0 +476278,1 +433925,1 +184487,-1 +899620,0 +237593,2 +637818,1 +487541,-1 +323186,0 +767342,0 +897943,-1 +893076,-1 +227111,1 +484479,1 +142536,1 +511856,1 +486621,1 +793118,1 +350625,1 +875997,2 +520873,1 +980231,1 +486454,1 +790783,1 +119066,1 +795590,1 +703949,1 +226753,1 +497219,0 +133965,1 +108181,1 +574156,1 +510374,1 +547861,2 +154116,2 +445954,1 +997533,1 +624946,1 +463357,0 +912071,0 +789575,0 +733504,-1 +921494,1 +182771,2 +577188,1 +77565,-1 +13576,1 +850213,0 +233403,1 +158376,2 +42715,2 +125277,2 +794752,1 +738883,1 +646317,0 +908688,1 +767328,1 +771691,1 +259880,2 +825122,2 +884467,2 +787682,-1 +609778,2 +737682,1 +908388,0 +424425,1 +323128,1 +628679,2 +678862,1 +838507,-1 +205713,1 +681150,-1 +7572,1 +941573,1 +274509,1 +684872,1 +370024,2 +291351,1 +155280,1 +493518,2 +955736,1 +475150,1 +814784,2 +934550,2 +236229,2 +868776,1 +724046,1 +948949,2 +383876,1 +131974,2 +986064,0 +428108,1 +926841,1 +494582,0 +781163,1 +92910,2 +486,-1 +491939,1 +53227,1 +800250,1 +253165,1 +31100,1 +457211,1 +164443,-1 +646128,2 +26297,1 +641969,1 +593800,-1 +256579,0 +805014,1 +418189,1 +640885,2 +497723,2 +627483,-1 +654700,0 +237079,1 +432087,2 +572031,1 +962862,1 +73015,2 +308754,1 +686614,0 +620529,1 +342626,1 +875135,1 +135651,1 +566883,2 +708737,1 +771565,1 +146085,0 +713094,-1 +540959,1 +824998,1 +387636,1 +6977,1 +581176,1 +272574,1 +312899,1 +405772,0 +423226,1 +15617,0 +73801,-1 +581076,-1 +763519,2 +916909,1 +646077,1 +551261,0 +182472,2 +180047,1 +986479,2 +238659,1 +76266,-1 +98479,1 +177204,1 +298152,2 +328729,1 +297260,1 +567264,2 +329437,1 +985621,2 +789426,1 +246326,2 +933736,2 +378617,-1 +254499,1 +174922,-1 +312720,2 +568863,2 +903966,1 +730989,0 +191303,2 +261053,1 +179969,1 +411209,1 +293338,2 +224041,2 +627912,1 +763334,1 +769155,1 +93337,1 +802385,1 +42183,2 +407596,2 +368054,2 +618952,1 +648741,2 +877147,-1 +996306,1 +154289,1 +333682,0 +746454,1 +504683,1 +455348,1 +744762,1 +153848,2 +429721,1 +460217,1 +622753,1 +925836,2 +140313,1 +498154,0 +848278,0 +694120,1 +614569,2 +511015,0 +56117,1 +97915,0 +684968,1 +290122,1 +896238,1 +105501,1 +155182,1 +243396,1 +425069,1 +3804,0 +92161,1 +360732,1 +850932,1 +20149,2 +695895,2 +972635,2 +986282,-1 +568549,0 +434652,1 +507521,0 +263473,1 +267646,-1 +149939,1 +274077,1 +776304,-1 +370879,0 +404861,1 +204227,2 +819486,1 +142966,0 +818701,2 +274044,1 +665722,1 +421305,1 +704236,2 +349774,1 +635513,0 +652424,1 +146233,1 +676332,-1 +696485,-1 +474898,1 +939207,0 +135234,2 +4494,1 +678001,2 +505970,1 +656254,0 +552023,1 +561933,0 +885448,1 +284977,1 +455946,1 +891808,1 +349787,-1 +598581,1 +327527,2 +631112,1 +780626,2 +617439,-1 +778454,-1 +411141,1 +694508,1 +451340,2 +200823,1 +252827,1 +997245,1 +593241,2 +150780,1 +701541,1 +342006,-1 +182752,2 +597528,1 +979212,1 +730965,1 +705732,2 +852885,1 +567968,2 +58159,2 +485485,1 +270505,1 +221568,2 +261639,1 +493242,1 +988625,2 +127890,-1 +582873,1 +596848,2 +653100,1 +681574,1 +228139,1 +121922,2 +941781,2 +169175,2 +253167,1 +715413,1 +15656,1 +825086,1 +207315,0 +823519,2 +369940,1 +359076,0 +802295,1 +44252,2 +230042,1 +663144,1 +235342,0 +948529,1 +649033,1 +622688,1 +500735,0 +295382,1 +982200,1 +349178,0 +395381,2 +544107,2 +538241,1 +591984,1 +45181,1 +708342,1 +950412,2 +118586,1 +833509,1 +694880,1 +501069,1 +537327,1 +736909,0 +777838,2 +14607,1 +198247,1 +532727,1 +971954,1 +506983,0 +740265,2 +628974,1 +273978,0 +890446,2 +555626,1 +266376,1 +555259,2 +605751,-1 +642647,1 +8695,2 +288654,0 +420856,2 +822637,1 +495623,2 +444782,1 +598329,2 +581704,2 +274996,2 +185975,1 +6500,1 +4922,2 +314724,-1 +864689,1 +890303,1 +298217,1 +58759,1 +665061,-1 +711365,2 +53886,-1 +639109,1 +955199,0 +56403,2 +986454,2 +725929,1 +308560,1 +63259,2 +893580,2 +910594,-1 +635622,1 +332270,2 +230361,1 +970928,1 +987005,0 +599243,2 +415291,1 +353090,2 +571695,1 +442038,1 +766968,1 +572932,1 +770249,1 +380515,2 +308454,2 +870967,1 +35630,-1 +809561,2 +51932,1 +937854,0 +845936,2 +48136,1 +337375,0 +129260,1 +651061,1 +949433,1 +38474,1 +780400,-1 +900148,1 +717361,1 +315768,1 +1094,2 +371575,0 +334703,1 +347301,1 +333023,0 +760539,1 +986393,1 +113410,1 +533841,1 +646375,1 +208765,1 +874552,2 +581056,-1 +564133,1 +238576,1 +771517,2 +569298,1 +362439,1 +313524,2 +453646,0 +267618,2 +552103,0 +922833,1 +161548,1 +547728,2 +882173,1 +196745,2 +329376,1 +561279,0 +152362,2 +577289,-1 +569331,2 +797033,-1 +697697,-1 +705751,1 +780961,-1 +607260,0 +56078,1 +233570,1 +900516,2 +526766,1 +950781,0 +445119,0 +299523,0 +700364,1 +638191,1 +746929,-1 +585971,1 +568079,0 +102283,1 +154483,-1 +870534,2 +367520,1 +483579,1 +846473,1 +863386,2 +448491,2 +879144,1 +661533,2 +778544,1 +26334,1 +568606,2 +694622,1 +176767,1 +787826,1 +765977,1 +79002,1 +628012,1 +468570,1 +989146,1 +458415,2 +677605,1 +896052,1 +689114,2 +743964,1 +562549,1 +609521,2 +769546,0 +936010,1 +28321,1 +907350,1 +15176,0 +619727,1 +755696,1 +659339,-1 +868242,2 +878577,1 +27645,1 +94375,-1 +96253,0 +106662,-1 +927688,1 +174681,1 +5808,0 +562069,1 +697588,1 +323681,-1 +767676,1 +23872,1 +901914,1 +940000,2 +152867,1 +174045,0 +952247,1 +420045,1 +219993,-1 +384450,1 +284022,2 +281768,0 +969999,2 +692396,1 +566712,1 +397080,1 +400965,1 +553873,1 +314655,1 +210043,2 +66392,1 +888438,1 +42015,0 +155936,-1 +456964,1 +100619,1 +165244,-1 +918091,1 +225368,1 +809620,1 +543287,1 +858075,2 +342041,1 +501333,0 +688842,1 +259862,0 +844239,0 +939482,1 +851282,1 +782419,1 +156502,-1 +411451,-1 +778098,2 +748621,1 +991104,1 +429100,2 +242868,1 +383918,1 +665976,2 +464303,0 +136987,2 +210063,2 +931052,2 +726315,1 +430258,1 +366927,1 +303238,1 +485960,0 +300485,2 +486143,1 +487258,0 +86791,1 +483979,1 +557002,1 +651130,1 +240130,1 +854919,1 +126330,1 +959514,1 +669369,0 +906463,1 +251017,1 +17936,1 +275097,2 +973737,2 +398175,1 +549419,1 +830932,-1 +62153,1 +836743,-1 +688979,1 +467710,1 +786829,1 +475922,1 +756330,1 +129546,1 +283112,1 +177141,1 +27227,1 +991302,0 +769041,2 +982553,1 +882621,0 +953530,2 +834944,-1 +561470,0 +384297,0 +521834,1 +878776,1 +800561,2 +332192,0 +626665,1 +720978,1 +471603,0 +840316,2 +270413,2 +666499,1 +934904,1 +750005,1 +370595,1 +93511,0 +389325,1 +285464,0 +537960,1 +523402,1 +453346,2 +286755,1 +735544,0 +737829,1 +866869,1 +887135,2 +539693,1 +912791,1 +32937,1 +607228,0 +678005,1 +547998,1 +111384,1 +135862,1 +585961,1 +851295,0 +876430,1 +161949,-1 +265741,1 +469560,-1 +625147,1 +843557,1 +246532,2 +397532,1 +363915,2 +535584,1 +195696,-1 +432742,1 +45471,2 +147931,1 +351920,1 +728240,-1 +15379,1 +138964,2 +406562,1 +673979,1 +6599,2 +3316,2 +963207,1 +292792,2 +715826,2 +901330,1 +658591,2 +700745,1 +684686,2 +585044,-1 +72912,0 +292080,1 +775106,1 +429183,1 +79809,1 +710041,1 +359322,1 +558178,1 +883974,1 +796425,1 +792125,1 +603149,1 +412743,0 +899120,1 +77176,-1 +48054,1 +744133,2 +792380,1 +450463,0 +923478,-1 +825217,1 +92054,-1 +455204,1 +166549,1 +864815,-1 +736961,1 +495799,-1 +988766,0 +440864,1 +7273,-1 +114016,1 +713565,1 +713129,1 +681654,0 +633587,1 +489731,1 +71236,1 +954902,1 +608676,2 +841621,-1 +938387,1 +96791,1 +336255,2 +654234,1 +568095,0 +297199,2 +63520,1 +146672,2 +156613,1 +209688,1 +233240,1 +635250,1 +818370,1 +250804,1 +472432,-1 +526619,1 +932140,-1 +678223,1 +499800,1 +94093,2 +975989,0 +546488,1 +823328,1 +83230,-1 +613657,-1 +465639,2 +37735,1 +508126,2 +338723,1 +216769,1 +924616,-1 +128444,1 +781378,0 +161766,-1 +629937,0 +448114,1 +337455,1 +928110,0 +348665,1 +925085,2 +350345,-1 +255901,1 +798119,1 +649555,1 +678457,0 +127945,2 +306053,0 +429997,1 +84686,1 +178031,-1 +433817,1 +727081,1 +92555,1 +736073,2 +684291,1 +208436,0 +631966,-1 +632170,2 +552169,0 +700411,0 +398682,1 +864408,1 +791122,1 +311939,1 +212992,2 +439770,2 +888670,1 +246648,0 +52909,1 +185340,1 +954861,2 +312141,1 +779676,1 +501230,1 +655913,1 +869690,-1 +692291,1 +7733,2 +323305,1 +522534,1 +255257,2 +342294,1 +336712,1 +847143,1 +958883,2 +32011,0 +645444,1 +591370,-1 +921487,1 +213184,1 +191035,-1 +486019,1 +967576,2 +485397,1 +274091,-1 +971373,1 +80530,1 +441388,2 +219687,1 +589095,1 +717337,1 +309919,2 +624761,1 +538959,1 +933506,1 +255735,1 +960885,2 +547227,1 +955114,1 +490235,-1 +30625,2 +344466,1 +352351,1 +91361,1 +644448,1 +321910,1 +294122,1 +502744,2 +450547,1 +952430,1 +917415,2 +546639,2 +498408,1 +19737,2 +89008,2 +401448,1 +117558,0 +713838,-1 +52888,1 +692934,1 +211232,2 +738012,-1 +430717,1 +429013,1 +622733,0 +175296,1 +208540,2 +341637,1 +980407,2 +747972,0 +10675,1 +413483,0 +492601,2 +440868,1 +179308,-1 +850302,1 +994884,2 +280069,1 +225213,1 +383465,1 +495245,2 +457142,2 +918082,1 +850665,1 +119798,1 +197624,0 +419286,0 +66539,1 +937594,1 +458056,1 +391586,0 +537905,-1 +940773,0 +63636,2 +350290,2 +399262,1 +879570,1 +242644,-1 +360419,2 +702569,1 +195816,-1 +757711,1 +927763,1 +709644,2 +713965,1 +645834,1 +917740,0 +102859,2 +302987,1 +533731,2 +989796,-1 +998974,1 +238041,2 +849413,2 +277751,2 +42975,1 +243718,1 +993297,1 +162328,1 +341635,1 +650311,1 +244956,1 +203918,1 +474921,0 +111066,1 +706768,1 +701078,1 +469942,1 +396077,1 +930734,1 +769160,0 +324,1 +685392,0 +195255,1 +132265,1 +232617,1 +671491,1 +24200,1 +670870,-1 +187081,1 +740680,-1 +183014,1 +1002,1 +437581,1 +13562,1 +525771,0 +484704,1 +435190,2 +563240,1 +980945,2 +71688,0 +43993,1 +674237,1 +609692,1 +994995,1 +17950,1 +660705,1 +488065,1 +718541,1 +789782,1 +774504,1 +942387,1 +913856,0 +68822,2 +498872,0 +282396,1 +607114,1 +293524,1 +67727,1 +926215,1 +237135,2 +13937,1 +105223,1 +989572,2 +548324,1 +565886,1 +319852,1 +958100,1 +343719,2 +731863,0 +603466,1 +119608,1 +692785,0 +764412,2 +853757,1 +822612,2 +400706,-1 +506377,1 +676465,2 +528708,1 +426419,0 +540054,2 +912100,1 +274630,1 +554174,1 +905680,1 +418450,1 +418141,0 +307012,0 +890324,2 +682705,2 +379783,2 +843593,1 +22034,2 +616085,-1 +672236,2 +440264,1 +162520,2 +571452,1 +178299,2 +187726,0 +162956,1 +650239,1 +285695,2 +62508,1 +601101,1 +888833,0 +452911,1 +532091,1 +647934,1 +205997,-1 +376530,1 +491158,1 +670340,1 +63710,1 +373166,2 +123762,2 +949504,2 +282697,0 +796241,0 +968995,1 +114369,1 +505454,2 +804838,1 +254338,1 +357839,2 +356216,2 +27874,1 +985071,1 +718353,2 +10863,-1 +519963,2 +398011,-1 +858431,0 +781976,1 +647740,1 +509315,1 +180805,2 +153440,1 +721700,1 +665905,-1 +425155,1 +592618,1 +604000,1 +706419,1 +626332,1 +675525,2 +35335,2 +879999,1 +695422,-1 +282559,-1 +347486,0 +237897,0 +83693,0 +434463,2 +936349,1 +467990,2 +339981,0 +998342,2 +769234,2 +812406,1 +325242,1 +274653,1 +141806,-1 +239144,1 +537273,2 +147807,2 +207974,-1 +357314,1 +789590,1 +752831,2 +719483,1 +717031,0 +744804,1 +912022,-1 +541124,0 +999263,1 +986822,1 +397991,0 +819649,1 +917021,1 +742017,0 +68689,1 +233448,1 +391815,1 +625916,1 +602874,1 +384242,1 +248317,2 +597775,1 +505736,1 +830762,1 +268977,1 +169209,2 +674056,1 +303834,1 +893012,1 +950264,1 +155098,-1 +643801,1 +37382,1 +239109,0 +811745,1 +307324,2 +651589,2 +728961,1 +995965,1 +32617,1 +345264,0 +670510,2 +187322,1 +643839,-1 +656403,1 +407063,1 +456801,1 +279241,2 +173656,0 +140144,1 +695410,1 +342379,1 +904821,0 +102149,-1 +315058,0 +443380,2 +328359,1 +822742,1 +363827,0 +369444,1 +15004,1 +425757,-1 +795670,2 +994106,1 +521233,1 +629606,-1 +428345,1 +376182,1 +557421,0 +351678,1 +566520,0 +951080,1 +431383,2 +164681,1 +711690,1 +487536,1 +12892,-1 +93856,-1 +616594,2 +55340,2 +977890,2 +767055,1 +449932,0 +916728,1 +116029,2 +385866,2 +560183,1 +264529,1 +410097,1 +759381,1 +846166,0 +975978,1 +73908,1 +564366,0 +218212,2 +774290,1 +468930,1 +692526,-1 +425303,1 +907670,1 +345212,1 +686682,2 +130895,0 +78847,0 +813529,1 +512340,2 +643621,0 +492385,1 +105981,1 +106267,1 +395551,1 +133092,1 +62304,1 +773877,1 +261474,1 +2066,-1 +880642,1 +168822,1 +291414,-1 +518500,1 +474278,2 +250041,0 +369792,2 +549105,1 +735919,1 +415660,1 +390548,-1 +586365,0 +801663,2 +21444,2 +429715,1 +485778,0 +353052,1 +39102,1 +874377,1 +582519,2 +714029,2 +562887,1 +161206,1 +242518,1 +333341,0 +526794,2 +862925,1 +964831,0 +141282,0 +642970,1 +437390,1 +251594,2 +3947,1 +782071,-1 +876155,1 +518691,1 +571034,0 +57352,-1 +444558,0 +44613,1 +583126,1 +516278,1 +599097,2 +144626,-1 +362282,1 +465505,1 +781993,2 +840724,0 +385584,1 +332709,0 +913766,1 +49767,1 +416908,2 +607640,1 +642312,1 +66809,1 +55451,2 +776252,2 +146193,1 +839366,1 +579210,1 +597687,-1 +619476,0 +414013,2 +380700,1 +896367,1 +334698,1 +314624,1 +991473,1 +549413,1 +242209,0 +969368,1 +348883,2 +418492,-1 +470540,0 +458378,0 +109266,1 +796016,1 +146189,-1 +908598,-1 +305829,0 +150626,0 +314295,1 +785092,1 +349953,1 +315604,-1 +719053,2 +625475,2 +904281,1 +864899,2 +98191,0 +393935,1 +976682,-1 +115902,1 +714477,1 +904871,1 +40002,1 +196167,0 +876677,2 +639041,-1 +658238,2 +118538,-1 +585684,1 +212373,2 +439871,1 +372248,1 +808291,1 +740677,0 +286600,2 +39137,-1 +242134,0 +789533,1 +974607,1 +121892,1 +925466,1 +659381,1 +71947,1 +619589,2 +538261,1 +401624,1 +592687,2 +770681,2 +655254,0 +803295,-1 +770982,2 +841939,2 +773430,2 +910369,1 +529946,1 +453960,2 +199412,1 +928138,1 +89026,1 +936076,-1 +48194,1 +543968,-1 +428811,1 +199176,2 +308647,0 +472164,1 +14347,2 +792863,1 +730475,2 +302030,-1 +729730,0 +355810,2 +520559,1 +116986,-1 +242175,1 +214431,0 +627510,1 +372797,2 +821047,2 +859883,2 +184039,1 +575649,2 +406507,1 +208568,1 +371985,2 +440835,1 +647629,1 +897754,0 +802877,2 +254620,2 +306648,-1 +80762,-1 +65253,2 +221872,-1 +655251,1 +400521,1 +899111,1 +213627,1 +32882,1 +127013,-1 +296021,1 +246508,2 +881303,1 +877621,1 +913736,1 +28168,1 +616816,1 +337927,0 +60850,2 +382625,1 +306424,2 +125916,1 +887268,2 +646241,0 +833300,1 +640993,2 +185928,1 +723717,1 +161924,0 +653426,1 +326871,1 +23219,2 +694941,1 +511624,1 +713841,1 +757148,2 +233609,1 +481699,2 +788178,2 +258840,-1 +180910,1 +143846,1 +397187,1 +735956,2 +697066,1 +398754,1 +159756,1 +583833,1 +347170,2 +840626,2 +976083,1 +936082,1 +707118,1 +230817,1 +647480,1 +886880,-1 +669722,2 +89211,1 +965203,0 +205053,2 +792494,1 +810157,0 +244378,1 +953700,1 +823363,2 +643295,-1 +844388,-1 +111866,1 +891158,1 +658186,2 +376161,2 +733882,0 +524949,1 +754796,-1 +747068,1 +260344,1 +341280,0 +833793,0 +456224,1 +942777,2 +813648,1 +703664,1 +454700,1 +774633,1 +713981,2 +439771,1 +877051,1 +557810,1 +999361,2 +541390,1 +843489,1 +864943,-1 +624938,2 +672160,2 +651084,0 +657393,1 +730399,1 +507652,0 +836399,-1 +231,2 +141372,1 +67600,1 +486188,2 +788413,2 +163707,1 +175537,1 +899924,-1 +387467,0 +300294,1 +263648,1 +546601,1 +208409,2 +988785,-1 +460408,1 +596290,1 +152927,1 +330596,1 +813049,2 +29924,0 +966487,2 +211780,-1 +934971,2 +396644,1 +389863,2 +151900,1 +529295,-1 +197911,1 +795755,2 +826090,0 +10291,-1 +827586,2 +342303,2 +467556,1 +237893,1 +182715,0 +523321,1 +363106,2 +23004,1 +928252,0 +391847,1 +675665,1 +348827,1 +729449,1 +232059,1 +171354,2 +161420,1 +920419,0 +125728,2 +529144,-1 +38443,1 +923595,1 +281501,1 +755722,1 +34877,1 +948297,2 +655292,0 +624662,0 +617813,2 +872665,1 +251854,2 +836359,1 +798768,1 +922488,1 +446131,1 +711942,1 +132672,1 +117315,-1 +786925,1 +88937,1 +841709,2 +764509,0 +263838,1 +903611,-1 +135121,1 +144821,2 +632162,-1 +360173,-1 +448103,2 +678866,2 +415234,-1 +724647,1 +665309,1 +957065,1 +224939,1 +133760,-1 +402953,1 +647958,2 +973496,1 +211487,-1 +970549,1 +322361,1 +758055,1 +34105,1 +684967,1 +167784,1 +645719,2 +183603,1 +644988,1 +417921,1 +634015,1 +855655,1 +364166,1 +818184,0 +637913,-1 +584433,0 +54701,-1 +417381,1 +883513,1 +518360,1 +599938,2 +638621,-1 +961715,1 +697302,0 +167532,-1 +65065,1 +872916,1 +199128,-1 +977732,1 +387630,2 +42462,1 +349811,-1 +534173,1 +785799,2 +403726,2 +504476,1 +32252,1 +440593,1 +892685,-1 +536460,1 +806307,2 +670875,1 +681122,1 +781879,1 +247068,1 +112810,1 +603763,1 +340383,2 +401550,0 +397696,1 +292460,1 +46055,1 +922725,0 +420119,1 +345844,2 +495305,1 +575462,2 +353591,1 +697999,1 +645309,1 +775388,1 +616411,-1 +137885,-1 +451960,1 +789115,1 +477120,2 +471531,1 +643397,1 +981119,2 +905720,1 +527327,2 +214262,1 +764356,0 +285265,0 +109031,1 +889920,1 +918544,2 +345862,0 +626861,1 +407425,1 +112891,2 +892965,1 +500622,2 +359206,-1 +132398,2 +141932,1 +27158,1 +312699,1 +641045,2 +548793,1 +614023,-1 +195809,1 +462314,0 +505590,1 +475827,1 +347787,0 +246778,1 +974119,-1 +585186,2 +76203,-1 +637597,2 +999983,0 +465780,1 +735013,1 +290151,1 +347870,2 +446311,1 +408612,1 +196509,2 +129739,1 +624840,1 +806364,1 +616197,0 +376651,2 +568226,1 +51453,2 +646773,0 +462459,0 +932633,1 +420183,-1 +992903,2 +968742,1 +345859,2 +890862,1 +674121,1 +268219,2 +7655,1 +497236,1 +186163,1 +706987,1 +128531,1 +315675,2 +746780,1 +968654,1 +252133,1 +53344,1 +933095,0 +161392,0 +694317,0 +682757,1 +583969,2 +230320,1 +927233,0 +702609,1 +449579,2 +52493,0 +275488,1 +308521,1 +960368,2 +275530,1 +833217,2 +800449,1 +244138,1 +642606,2 +370237,2 +36966,2 +12748,1 +465047,1 +688977,-1 +843598,1 +790157,1 +242160,1 +628826,1 +446288,1 +322424,0 +803087,1 +634079,2 +825627,-1 +961667,1 +33808,1 +198272,2 +990123,2 +469488,1 +463957,2 +880361,1 +584773,1 +374553,-1 +183275,-1 +113375,2 +190844,-1 +795230,0 +444102,1 +259635,0 +497056,-1 +205201,2 +830570,2 +177632,2 +874661,1 +204768,1 +426709,1 +666101,1 +728666,0 +622683,2 +539304,-1 +490246,-1 +862832,0 +91092,0 +629284,1 +581779,1 +767922,1 +207825,1 +488877,2 +290673,1 +587933,1 +12343,1 +991667,2 +366178,0 +990370,1 +345018,2 +900182,-1 +23133,0 +813652,0 +155474,-1 +265814,0 +976781,1 +853893,2 +125784,1 +722067,1 +203641,1 +455687,2 +21780,1 +739736,2 +663336,1 +669160,0 +99220,2 +736519,2 +162533,1 +272392,1 +809568,1 +408446,2 +293618,2 +614427,1 +448949,1 +434123,1 +694186,2 +480120,1 +343589,2 +595575,1 +880717,-1 +302744,1 +631761,1 +706535,1 +121619,1 +177940,1 +94004,1 +300637,1 +324458,0 +336980,1 +3151,1 +390611,1 +336024,1 +811013,1 +920143,0 +824716,0 +453544,1 +368830,-1 +556824,-1 +744397,2 +647697,1 +539985,1 +399389,1 +715168,1 +784741,1 +117318,2 +568817,2 +377392,1 +111643,2 +8723,0 +262101,1 +551225,0 +377121,2 +388278,1 +387855,1 +396758,1 +821375,1 +307577,1 +11874,2 +152947,1 +373196,2 +681799,1 +195033,1 +470515,1 +542193,1 +786188,1 +952036,2 +782706,1 +232723,2 +443670,-1 +685079,2 +276015,1 +373750,0 +956265,0 +847491,1 +511736,1 +301549,-1 +491260,0 +502197,2 +972927,1 +740869,1 +519113,0 +573875,1 +858962,0 +528969,-1 +570551,1 +883034,1 +169392,1 +269695,2 +47454,1 +391822,1 +628083,1 +644328,2 +436950,1 +26551,2 +647139,2 +179680,2 +363692,0 +483048,1 +540983,1 +788092,1 +205106,1 +785011,1 +33426,1 +338299,0 +240223,2 +514220,2 +767021,1 +458376,2 +871950,1 +648034,-1 +302254,2 +638987,1 +543051,1 +518964,2 +205963,1 +895438,2 +838812,2 +396598,1 +9385,0 +53503,1 +857881,1 +899149,1 +983942,1 +717325,1 +193613,2 +287333,-1 +242144,1 +966042,0 +167148,0 +3451,1 +223188,1 +571929,1 +484537,1 +261371,-1 +333480,-1 +717182,1 +18369,1 +239212,1 +713047,1 +896499,1 +19234,2 +576063,2 +865976,1 +865858,2 +214133,1 +7500,1 +461792,2 +909060,1 +896636,2 +923236,1 +363209,1 +943350,1 +23718,1 +732753,1 +436406,0 +226552,0 +995707,1 +860633,2 +283389,-1 +828750,1 +750985,1 +10691,1 +968989,2 +283169,1 +479441,2 +49000,1 +895112,1 +89198,1 +731498,1 +873492,1 +748686,1 +493732,2 +666504,1 +291794,0 +591070,1 +399545,-1 +898448,0 +655033,0 +653524,2 +933765,0 +98740,1 +701254,1 +460181,2 +750030,1 +745890,1 +633094,2 +885609,1 +642211,1 +893929,0 +233330,-1 +187583,1 +1778,1 +468742,0 +757706,1 +197401,1 +145207,0 +969010,0 +93645,2 +262801,1 +874333,1 +593952,2 +874815,1 +792528,2 +96606,1 +104081,1 +951844,1 +240191,1 +741518,1 +490704,1 +787476,1 +356997,0 +804006,1 +873876,1 +623346,1 +987897,1 +914419,1 +412157,1 +2028,0 +605102,2 +749238,1 +307392,1 +397422,2 +338237,1 +80541,0 +449512,1 +294833,-1 +413620,1 +387693,1 +450373,1 +589886,-1 +516932,1 +581483,1 +346955,0 +734933,1 +288357,0 +303455,0 +224575,1 +576795,2 +15284,1 +573941,2 +919384,1 +719494,1 +24551,1 +183366,0 +336178,2 +634250,0 +609196,0 +974078,1 +839965,2 +232062,0 +924312,1 +575336,1 +124851,2 +806164,1 +732761,1 +500599,1 +412117,2 +906349,1 +913803,0 +393406,1 +189856,1 +310554,1 +919892,2 +569801,1 +817363,2 +440342,1 +720834,1 +406014,-1 +142478,1 +759688,2 +371839,1 +628608,2 +488708,1 +498562,1 +43007,0 +466461,2 +103442,1 +685532,1 +488405,1 +681057,1 +353092,-1 +284569,1 +395034,2 +366099,2 +577799,1 +854121,-1 +264258,1 +349261,-1 +122095,2 +910800,2 +638147,2 +101951,2 +309070,0 +570235,1 +59157,1 +669686,1 +558941,1 +51268,2 +991319,1 +514870,0 +52275,2 +44216,1 +326352,2 +930456,1 +837886,1 +425286,-1 +354627,1 +590555,2 +540462,1 +981998,2 +135020,-1 +981661,1 +805343,1 +776590,1 +700547,1 +575771,1 +810435,1 +107181,2 +122281,-1 +556956,0 +77126,0 +290670,1 +517369,1 +808687,1 +114203,2 +15842,1 +102935,2 +23002,2 +404865,2 +567081,1 +211891,1 +619002,1 +684757,1 +179146,-1 +935520,1 +824330,-1 +150637,1 +119377,1 +768227,1 +149919,2 +669199,1 +185722,1 +336736,2 +544432,2 +461608,1 +543004,2 +34682,1 +92880,1 +215890,1 +888835,2 +181401,0 +189154,1 +872090,1 +845259,1 +218304,2 +567409,1 +399514,1 +672209,0 +4403,1 +445740,1 +464276,1 +886163,0 +187666,1 +160670,1 +285723,1 +272753,1 +170877,1 +698764,1 +132467,1 +39110,2 +606934,-1 +17095,-1 +13523,1 +462723,1 +389239,1 +587505,2 +690523,2 +253146,2 +167461,1 +716193,1 +754194,1 +937593,2 +795201,0 +941129,1 +951756,0 +541050,2 +676119,2 +383346,1 +318732,1 +177261,1 +374551,1 +335242,-1 +669156,1 +147257,1 +631258,2 +577768,1 +556221,1 +172964,1 +767518,2 +905221,1 +937706,-1 +676551,-1 +411028,1 +968883,-1 +65085,-1 +974176,0 +281304,2 +860156,1 +885791,1 +174569,-1 +674895,1 +70824,2 +604290,-1 +927676,0 +731245,1 +143452,1 +342692,2 +871087,2 +761613,1 +798311,-1 +635795,2 +700014,1 +791049,0 +279700,1 +507646,1 +444407,1 +465916,-1 +134834,0 +852541,1 +962364,1 +176463,1 +992510,1 +975849,1 +420299,0 +704863,1 +421447,1 +935240,2 +461836,1 +819440,2 +419330,1 +535890,2 +841407,1 +826224,1 +546860,1 +624360,1 +587419,1 +389504,0 +860824,2 +793887,2 +945522,1 +436399,1 +797196,1 +642292,0 +258901,2 +233757,2 +875599,2 +860413,2 +922066,1 +719718,1 +667210,1 +954662,0 +593300,1 +491493,2 +943128,1 +670317,-1 +550089,2 +152533,0 +725903,2 +685530,0 +679978,1 +247717,-1 +803475,2 +776944,1 +232693,1 +752730,2 +526205,1 +831699,1 +739965,1 +251342,1 +718512,1 +816966,2 +903146,0 +891315,1 +787078,1 +21589,-1 +322283,1 +867456,1 +22847,1 +520018,1 +767439,1 +808874,1 +257679,0 +635476,1 +336477,2 +398328,0 +386898,1 +559407,2 +658452,-1 +64700,1 +636423,-1 +906223,1 +773709,2 +441850,1 +133043,-1 +553119,-1 +632138,1 +320905,1 +975115,-1 +38430,1 +733245,2 +384813,-1 +464528,2 +786000,1 +684182,0 +221073,1 +965970,1 +691400,-1 +691422,1 +63149,2 +94816,-1 +613499,-1 +910979,0 +50617,0 +529874,2 +144763,2 +477049,0 +718864,1 +799336,2 +429124,0 +16399,1 +389891,1 +803662,1 +45923,0 +260020,1 +780749,2 +618441,0 +139969,-1 +723808,1 +188951,0 +609927,2 +98321,2 +513818,1 +943916,2 +847508,1 +425538,1 +231808,1 +618984,1 +810170,-1 +952783,2 +310439,-1 +955627,1 +201714,1 +253507,0 +336728,1 +739980,1 +652034,1 +786046,-1 +338331,2 +978337,2 +559940,-1 +930566,0 +619635,1 +44405,1 +436944,0 +609023,1 +888451,1 +565182,1 +230971,1 +966471,1 +633801,1 +596337,1 +434014,1 +876617,-1 +60545,1 +971322,2 +634921,0 +851954,1 +717758,1 +421679,2 +890281,-1 +665551,1 +356135,1 +963332,1 +574829,1 +81371,2 +603906,0 +468076,2 +659606,2 +97195,1 +493580,2 +880721,1 +96026,-1 +252046,1 +856130,1 +472832,-1 +209090,-1 +609183,1 +514259,0 +681249,2 +25872,1 +408169,2 +905925,1 +459544,1 +913419,1 +71764,0 +92104,1 +74545,1 +870533,0 +393229,2 +686549,1 +299868,2 +725140,1 +661441,-1 +474203,2 +242949,1 +179621,1 +537577,1 +847478,0 +884263,1 +793221,1 +819944,0 +490010,0 +939135,2 +323575,1 +893288,1 +116830,-1 +362231,2 +471844,-1 +176547,1 +565202,1 +329502,0 +638907,2 +614055,1 +51534,2 +945333,1 +122940,-1 +469138,1 +880749,2 +778694,1 +104364,1 +368719,-1 +193727,1 +665192,1 +565739,2 +343223,1 +279885,0 +892105,1 +140680,1 +790521,1 +412336,1 +445997,2 +779795,2 +681616,1 +367686,2 +506370,2 +132168,2 +759108,1 +607329,0 +833214,2 +989639,1 +381419,0 +152267,1 +84283,1 +983881,1 +657049,2 +460356,2 +700177,1 +724623,1 +269340,1 +535460,0 +552058,2 +163554,2 +243130,1 +943320,1 +931056,2 +574005,1 +321998,1 +313038,1 +651974,1 +744160,0 +911544,1 +28314,-1 +420118,2 +865942,1 +782992,2 +175154,1 +65902,-1 +787883,2 +791692,1 +207757,2 +976442,1 +758755,1 +867625,1 +607007,0 +938596,2 +994970,1 +528695,-1 +534510,1 +661942,1 +715352,2 +786120,2 +840591,1 +649191,1 +229841,1 +783682,1 +218198,1 +446581,1 +936827,2 +152582,1 +728227,2 +11920,2 +622280,1 +735540,-1 +9279,1 +757282,1 +904522,1 +347211,2 +820479,2 +756206,1 +678920,1 +440259,2 +559157,1 +406889,2 +388681,1 +88041,1 +854980,1 +922520,-1 +213898,2 +145369,1 +860687,2 +680519,-1 +321220,1 +882331,0 +907463,1 +335976,-1 +622805,1 +349122,2 +324368,1 +581146,1 +455964,2 +160166,2 +580239,2 +18671,0 +716376,2 +979435,0 +252476,1 +838635,2 +846835,1 +981163,1 +236535,2 +927987,1 +710593,1 +610576,1 +758414,1 +18822,2 +424206,-1 +154236,0 +729958,1 +407521,1 +824810,2 +554576,2 +996125,1 +508149,1 +280895,1 +110710,-1 +583480,1 +667841,0 +949978,1 +396471,-1 +837179,1 +737124,1 +294524,2 +641827,2 +416947,-1 +515505,1 +588319,2 +604614,1 +446458,1 +37360,2 +704078,1 +544705,1 +63842,1 +901931,1 +269577,1 +138417,1 +426497,1 +674947,1 +247478,0 +209270,1 +992108,2 +255923,1 +972520,-1 +942975,2 +664932,1 +799405,1 +937887,2 +173729,-1 +485359,1 +134379,1 +760079,2 +398627,1 +32929,1 +299783,2 +44735,1 +728497,-1 +183312,2 +94753,1 +14623,1 +353731,1 +297818,0 +713609,1 +362414,1 +34025,1 +704233,1 +579173,1 +591696,2 +315835,2 +270023,1 +926733,0 +30642,1 +665957,2 +28337,1 +417278,0 +50742,1 +358351,1 +200711,0 +389793,1 +454424,1 +717217,2 +294907,1 +198716,2 +606121,2 +970000,1 +398295,1 +849951,1 +971806,1 +500923,2 +307702,2 +960324,-1 +645317,1 +29213,2 +477346,1 +299162,1 +544515,1 +880298,1 +612332,-1 +766985,1 +361680,1 +302664,2 +200394,1 +447949,1 +99648,1 +928859,1 +83796,1 +925802,1 +294633,2 +303648,2 +314580,2 +572088,2 +200392,0 +641822,2 +385091,-1 +556789,1 +203724,1 +296730,1 +916865,1 +435206,1 +797442,1 +586862,1 +544527,1 +342507,-1 +159414,-1 +873750,0 +240786,1 +912315,1 +430947,1 +502009,2 +406685,0 +783825,2 +994307,1 +826534,1 +958248,1 +965880,1 +641657,1 +250465,1 +447013,2 +855359,1 +807064,2 +986805,1 +461201,2 +488707,1 +895905,1 +801388,2 +34910,-1 +242159,0 +45534,1 +976055,1 +937872,1 +838818,2 +590122,2 +21289,2 +762446,0 +164145,-1 +397452,-1 +95291,1 +870694,1 +419126,1 +314286,1 +951661,2 +187089,1 +375759,-1 +679611,-1 +422353,1 +886918,0 +678095,0 +839278,1 +379592,1 +738080,-1 +336714,2 +1816,0 +657388,-1 +683321,-1 +477660,-1 +223453,1 +421643,1 +43719,1 +381965,1 +294032,1 +109220,1 +874526,2 +440019,1 +927947,1 +574554,1 +128567,1 +378707,-1 +592854,2 +456458,0 +962041,1 +750953,1 +52542,1 +122796,1 +187289,0 +265431,1 +828671,1 +244357,1 +753421,1 +204521,0 +14384,2 +938581,2 +739493,0 +272480,-1 +293270,1 +407620,2 +221779,1 +700583,1 +491385,1 +648006,2 +271260,1 +68436,1 +7675,2 +820467,2 +957518,1 +192926,1 +970423,2 +960163,2 +458966,1 +644790,2 +85869,1 +775140,2 +802518,1 +110473,1 +640417,1 +280223,-1 +494357,-1 +174044,2 +731471,1 +3723,2 +3202,1 +549109,0 +873234,2 +580874,1 +56879,1 +608787,0 +151713,2 +457952,0 +155514,2 +572568,-1 +471996,1 +749681,1 +85658,1 +509974,2 +45633,-1 +163316,1 +168820,1 +540509,-1 +203774,2 +589068,1 +930997,0 +327726,1 +673125,1 +470462,2 +275391,1 +723919,2 +446680,2 +141194,2 +583867,0 +302930,1 +757862,0 +649240,0 +551327,1 +162535,-1 +715022,1 +356711,1 +279120,-1 +564,0 +121545,1 +242286,1 +625921,1 +216342,1 +534568,1 +173469,1 +451677,0 +565007,1 +858239,1 +707167,1 +581249,1 +833702,-1 +14926,2 +448775,1 +864201,1 +15881,2 +57888,1 +525539,2 +672859,0 +297051,1 +413953,1 +20613,-1 +783978,1 +44946,2 +739146,1 +242763,0 +427532,1 +482620,0 +338775,2 +963222,1 +853096,1 +178136,2 +507896,1 +872710,1 +756649,1 +427921,1 +236300,0 +472843,2 +585050,1 +722000,-1 +652221,1 +157054,1 +758676,2 +842465,2 +212791,1 +695776,-1 +699957,1 +232164,1 +517116,1 +930064,0 +576283,2 +265567,2 +17842,1 +798939,1 +168339,0 +106814,1 +825225,-1 +360538,0 +612554,1 +853657,1 +98480,0 +177484,1 +777232,-1 +768047,2 +881405,1 +671404,1 +329427,1 +184153,1 +859092,1 +456205,2 +280330,2 +203075,1 +272683,1 +102279,-1 +251364,-1 +691018,2 +171437,1 +584523,-1 +352915,1 +938918,1 +118705,2 +362862,0 +162835,1 +684924,1 +192051,2 +302733,-1 +338757,1 +964326,1 +84507,-1 +785363,1 +504198,0 +232387,1 +169990,2 +191543,2 +746266,1 +389694,1 +202010,1 +693828,2 +234488,2 +933815,2 +536804,1 +568070,1 +757915,1 +214113,0 +430081,1 +219191,0 +154202,-1 +265504,1 +192317,1 +231203,1 +921692,1 +582394,0 +103419,1 +469177,0 +67327,1 +409807,1 +576187,1 +550239,1 +648313,0 +375610,1 +288718,0 +661607,2 +440008,1 +937627,1 +721289,1 +287145,1 +281673,1 +886513,0 +407091,1 +42518,2 +742525,1 +118175,2 +339939,2 +746758,0 +47529,1 +750212,2 +162028,1 +937194,1 +491132,1 +474018,1 +361042,2 +799826,1 +513377,1 +329632,2 +994041,0 +721268,1 +93850,-1 +610899,1 +418447,2 +502706,1 +910420,2 +103571,0 +338728,2 +143979,1 +908115,1 +224771,1 +203179,0 +784900,0 +795672,2 +197824,1 +158701,1 +863844,1 +678273,-1 +291587,1 +380473,0 +144028,2 +296369,0 +100221,-1 +353354,0 +74660,1 +359734,2 +593537,1 +461573,-1 +787803,-1 +498737,1 +700957,2 +504538,2 +736901,0 +651995,1 +853083,1 +582931,1 +356177,1 +140282,1 +615437,-1 +59916,-1 +358757,1 +144672,1 +239716,1 +661831,1 +795858,1 +124164,2 +129832,1 +112460,1 +242681,1 +160144,0 +422103,-1 +546746,1 +219843,1 +151006,1 +190868,1 +994821,1 +531825,1 +35242,1 +858151,2 +432143,2 +12320,1 +831941,-1 +584499,0 +524383,1 +795138,0 +152972,1 +703808,0 +620420,2 +465164,2 +384067,1 +231989,1 +946557,0 +154720,0 +948569,2 +435694,1 +300631,1 +702259,2 +881456,1 +870399,1 +997972,1 +662440,0 +733984,1 +578706,1 +232381,1 +20967,-1 +277542,1 +191551,1 +11712,1 +729970,1 +937412,2 +515785,1 +27412,1 +626724,1 +718433,1 +467242,1 +127677,1 +515849,1 +962814,1 +73851,-1 +448294,2 +388958,-1 +88600,2 +815016,1 +342255,1 +315500,1 +397781,0 +497256,0 +900685,-1 +895026,1 +837882,-1 +857718,0 +645914,0 +429221,1 +733705,1 +644143,2 +168585,1 +823781,2 +732801,0 +484639,2 +144983,1 +558804,-1 +78602,1 +509354,1 +59464,-1 +702425,2 +194139,1 +354470,1 +697242,2 +959223,1 +925997,-1 +964409,-1 +552441,0 +704720,2 +637471,1 +392090,2 +429352,1 +418244,1 +212699,1 +433115,1 +596894,1 +744616,1 +700389,-1 +499577,1 +939324,1 +444327,1 +899081,1 +562893,1 +430444,0 +590926,2 +301275,1 +341119,1 +629890,-1 +292105,2 +598093,1 +578681,1 +450187,1 +806371,2 +377791,-1 +552683,1 +310662,2 +493968,1 +213428,1 +323918,1 +659778,1 +931821,1 +466144,1 +485827,1 +576534,1 +880020,0 +983767,-1 +307996,1 +901703,2 +787373,0 +488684,1 +138535,2 +116502,0 +418892,1 +695046,1 +601032,1 +260117,0 +84408,1 +438427,1 +260358,0 +564732,1 +727187,0 +126996,1 +166715,0 +941101,0 +963211,0 +206732,1 +754664,1 +991119,-1 +573773,1 +733913,2 +324298,1 +286589,-1 +452072,1 +574560,2 +582553,0 +387930,2 +106633,1 +209318,1 +247440,0 +645123,2 +632243,2 +41005,1 +510964,0 +126015,2 +925313,-1 +946901,1 +645629,2 +568781,1 +966168,1 +164600,2 +76245,1 +54719,1 +7509,1 +434728,1 +68985,2 +889229,1 +617853,1 +230037,1 +598028,1 +934017,2 +204685,0 +275992,2 +365621,0 +71091,1 +972408,2 +109470,2 +79549,1 +362284,1 +87027,0 +7240,1 +703452,-1 +145197,0 +1945,-1 +712767,2 +511943,1 +228503,2 +675038,-1 +850882,0 +157092,1 +993050,1 +190667,1 +56081,0 +320095,1 +124432,1 +929212,1 +770494,1 +759292,0 +726964,1 +355876,1 +932500,2 +251875,1 +147687,2 +124352,1 +567215,0 +47328,1 +384546,1 +714132,1 +744069,2 +904328,1 +174271,1 +946120,0 +340483,1 +280836,-1 +44911,2 +438926,1 +502640,-1 +613771,1 +295236,1 +651182,-1 +113815,2 +70411,-1 +770580,1 +425733,2 +952906,1 +859485,2 +567060,1 +533881,0 +470525,1 +848469,1 +568784,2 +877185,1 +168726,1 +587093,1 +987387,0 +342669,2 +725378,1 +487075,1 +344476,1 +332836,1 +767844,0 +262960,1 +71648,1 +529828,1 +980495,1 +389168,1 +981338,1 +795799,0 +976940,2 +96321,-1 +41753,-1 +194110,-1 +504128,2 +780124,0 +356023,-1 +398872,1 +345019,2 +776169,0 +359849,1 +311294,-1 +618627,0 +155605,1 +397357,1 +880594,0 +282389,-1 +8701,1 +646950,2 +701935,1 +867236,2 +169205,1 +677356,-1 +551956,2 +239983,1 +829555,2 +90918,2 +604275,1 +172579,-1 +9475,1 +924591,1 +676803,1 +715117,-1 +795553,-1 +672587,0 +273880,1 +29004,2 +596291,2 +594134,2 +684013,0 +262766,1 +332492,1 +33218,1 +511329,0 +626443,1 +76165,1 +210055,1 +145456,1 +131138,0 +864046,1 +226831,1 +641620,0 +121792,1 +593310,1 +998283,1 +366049,1 +790955,0 +484959,1 +518884,1 +444593,0 +285948,1 +262411,1 +544648,1 +181962,1 +29667,-1 +101815,1 +484679,2 +165310,1 +991755,-1 +753084,1 +645827,1 +797101,1 +652094,1 +415350,1 +988696,1 +254341,0 +619928,-1 +733556,1 +874389,0 +889535,1 +18492,1 +212156,1 +446936,2 +99337,1 +366122,2 +857685,1 +752290,-1 +784519,1 +841029,1 +818114,0 +391759,-1 +218217,2 +514458,2 +725621,0 +277280,1 +960351,1 +497022,1 +673763,2 +576817,1 +113307,-1 +623916,1 +650738,-1 +647394,1 +764007,-1 +732898,1 +391659,1 +175838,1 +467890,1 +648786,0 +192616,-1 +280107,1 +231690,2 +760479,1 +220087,1 +27968,2 +435534,1 +906542,1 +682632,2 +807456,1 +985511,1 +531101,1 +405436,-1 +477213,1 +440967,1 +334834,0 +906815,0 +478680,1 +184856,1 +527493,1 +562159,-1 +244745,1 +642003,2 +357986,2 +46480,-1 +49925,0 +979680,2 +662792,1 +75837,1 +943024,0 +576033,0 +345642,2 +634597,1 +743366,2 +573632,2 +292228,2 +843750,1 +510205,2 +709542,1 +228488,1 +922831,1 +579403,1 +395851,0 +440675,-1 +714011,0 +679588,0 +154261,1 +701991,-1 +78214,2 +807282,1 +668050,2 +734739,2 +385189,1 +413920,1 +651019,1 +255286,-1 +258396,1 +931784,2 +79989,1 +628610,2 +439993,-1 +898414,1 +681341,2 +150769,2 +710936,1 +616628,1 +811994,-1 +556747,2 +843257,1 +99188,0 +427006,0 +97899,2 +706552,2 +717134,1 +920814,2 +583327,1 +738594,1 +506262,1 +63123,1 +929360,1 +741854,2 +305707,0 +837793,2 +742000,2 +918334,1 +956244,1 +493656,1 +155104,1 +598173,1 +693350,1 +858955,-1 +648396,1 +381704,1 +761694,-1 +880806,1 +227080,1 +623268,-1 +983828,1 +802279,2 +987980,1 +211241,1 +265042,1 +174321,1 +461455,1 +399200,2 +52238,1 +619713,1 +219773,2 +276473,-1 +868018,1 +758458,2 +929280,1 +589155,1 +266361,1 +914494,1 +560119,1 +486451,1 +881623,0 +219667,1 +380317,1 +221371,1 +37074,1 +713540,1 +548241,1 +611865,1 +987116,0 +322192,2 +216069,1 +629946,1 +13575,1 +811195,-1 +265187,1 +664758,1 +682704,1 +403445,-1 +254631,1 +616375,-1 +772787,2 +964612,1 +126727,1 +804398,-1 +904502,2 +771068,1 +996118,2 +48173,1 +210227,-1 +236789,1 +70995,2 +706649,1 +785152,2 +905971,1 +895249,1 +637993,1 +626143,0 +181536,0 +462251,0 +146057,-1 +186483,1 +955391,-1 +627421,1 +677657,2 +109807,1 +2354,-1 +596661,2 +697797,2 +449687,2 +89035,1 +934819,0 +474445,1 +499061,1 +222175,1 +816137,2 +958446,2 +451394,1 +988130,1 +39619,0 +531092,1 +970953,1 +6685,2 +57260,0 +339478,0 +854673,1 +391664,1 +105187,1 +489312,2 +605384,1 +345792,1 +498080,1 +442883,1 +366507,0 +268424,1 +548053,1 +816356,1 +319790,2 +406053,2 +749147,1 +860970,0 +848457,1 +163149,1 +133966,2 +800062,0 +702964,2 +44870,1 +370116,1 +264,0 +691694,2 +386234,-1 +622990,1 +761421,1 +550240,1 +18557,2 +880977,1 +900311,1 +290640,1 +834981,-1 +805937,1 +5660,1 +937229,2 +602273,1 +756623,2 +314251,1 +859126,1 +625840,1 +628722,1 +31683,0 +637301,2 +861106,1 +962504,1 +413768,1 +509887,2 +252731,1 +795288,1 +710479,1 +174945,1 +579830,2 +229717,-1 +144271,2 +379189,1 +290199,1 +200446,1 +128390,1 +699939,-1 +108841,1 +312441,2 +864148,1 +950584,1 +961196,0 +685323,1 +805401,2 +698939,1 +814000,2 +58299,1 +23273,1 +995061,1 +676193,1 +546056,2 +655182,1 +69773,1 +587608,2 +17138,-1 +280642,1 +371093,1 +779346,1 +818106,1 +318382,0 +767509,1 +777623,1 +107387,1 +130632,1 +187272,1 +566063,1 +286832,-1 +63870,2 +128230,1 +197323,2 +716749,1 +957299,1 +274019,1 +203658,-1 +191203,1 +267003,2 +716822,1 +375666,1 +823132,2 +377725,0 +18572,1 +356855,-1 +105902,2 +827866,1 +478653,-1 +349139,2 +68048,1 +635269,0 +363713,1 +87799,0 +915713,1 +609213,1 +1868,2 +777800,1 +574642,0 +858064,2 +638221,0 +480115,1 +596549,2 +573227,0 +667910,1 +269505,1 +681429,-1 +980390,1 +904230,1 +261374,1 +889016,-1 +1873,0 +427871,0 +574530,0 +602979,1 +347948,2 +282595,-1 +412481,1 +380725,1 +63535,1 +734774,1 +179529,1 +633917,1 +894682,1 +158195,2 +763806,1 +848639,-1 +194609,1 +865198,1 +565875,1 +496725,1 +953477,0 +630968,1 +737186,1 +526033,1 +404501,0 +558384,-1 +904548,1 +328893,-1 +455263,1 +411075,1 +370060,1 +116665,0 +432933,1 +608567,1 +908282,1 +66979,1 +599838,2 +543212,0 +885689,1 +443882,1 +876929,1 +887643,2 +624540,2 +34911,1 +580022,1 +198211,1 +630440,2 +542738,2 +871903,1 +716228,2 +406230,1 +668064,2 +314274,1 +257686,2 +101227,1 +25290,2 +375891,1 +34010,2 +40365,1 +853758,1 +788125,2 +213338,1 +180139,1 +55654,0 +834951,1 +627875,2 +251339,2 +440126,1 +272326,2 +644600,1 +398471,-1 +802594,1 +573749,2 +52505,1 +434584,2 +438631,1 +427939,1 +915148,1 +860272,1 +368060,-1 +774835,2 +354242,2 +570617,1 +70495,1 +135174,1 +682907,2 +372076,2 +367591,2 +815570,2 +629181,1 +829720,-1 +221249,1 +819991,0 +237193,1 +541924,1 +27354,1 +91111,-1 +182572,1 +84978,1 +353319,1 +760882,1 +166329,2 +640783,1 +328610,1 +7783,1 +610090,1 +880345,1 +259391,1 +254046,1 +483168,1 +634613,2 +794011,1 +864337,1 +804186,2 +188819,1 +133114,1 +302105,0 +879752,1 +536387,1 +193423,1 +657857,-1 +380045,1 +594314,1 +570237,1 +670097,1 +918209,1 +837336,1 +74832,1 +599202,2 +345439,1 +597691,1 +623359,2 +154926,0 +543345,-1 +47506,0 +968726,-1 +417810,1 +143490,1 +378655,2 +946596,1 +35342,2 +622888,-1 +832165,0 +192832,2 +97549,1 +495487,1 +766048,1 +939033,1 +138800,1 +228761,1 +574754,1 +626985,2 +433348,-1 +192355,1 +963107,-1 +999981,1 +617958,0 +952959,1 +959362,1 +192609,0 +66246,1 +358555,1 +813493,1 +382756,1 +199914,2 +266290,2 +553116,-1 +993994,0 +660130,2 +589516,1 +46337,1 +514759,1 +162622,1 +644185,0 +739106,1 +971561,1 +659698,1 +151215,1 +416432,2 +769917,1 +788844,1 +492700,1 +425952,1 +235477,2 +527302,-1 +958454,1 +602185,2 +532355,1 +421607,1 +479614,1 +438859,1 +543088,1 +462257,2 +590371,1 +10969,0 +589424,-1 +464478,1 +429596,1 +798448,0 +23909,1 +376272,1 +923193,-1 +823747,1 +457355,1 +347052,2 +66502,-1 +299715,1 +312547,1 +826591,0 +230066,1 +907342,2 +185909,2 +964603,1 +652858,1 +673484,0 +659850,1 +325061,2 +91808,0 +123801,2 +513943,1 +860175,1 +815056,1 +486326,2 +855450,0 +240653,1 +757775,1 +650557,2 +610842,1 +399725,1 +348551,1 +83045,2 +70637,0 +237678,1 +222133,1 +865701,1 +68152,1 +767679,0 +389088,0 +575093,2 +755276,1 +125235,2 +117833,1 +850199,1 +665252,1 +354103,2 +85482,1 +96215,1 +420392,2 +836749,1 +96112,1 +442655,2 +493632,2 +250104,2 +431638,2 +260943,-1 +28195,0 +228403,1 +434759,2 +609858,1 +726626,1 +836744,1 +387382,0 +566453,2 +43761,0 +815572,1 +127076,1 +350807,0 +37942,1 +367769,1 +374290,1 +181464,2 +806379,0 +61948,1 +531906,1 +658791,1 +322278,1 +901920,1 +963328,0 +405596,1 +11922,2 +74085,1 +616402,1 +280716,2 +798339,1 +133412,1 +739578,1 +480835,1 +529150,1 +174969,1 +278166,1 +773548,1 +737855,1 +410542,2 +211669,0 +423622,2 +708256,1 +448983,1 +186031,1 +169019,-1 +101779,2 +650180,1 +926550,1 +138491,0 +391450,2 +934166,1 +697839,1 +720023,2 +971780,1 +748213,1 +926054,0 +308665,0 +210959,0 +757381,1 +519967,2 +517695,1 +828619,1 +786684,0 +654141,2 +26799,1 +291929,2 +482170,1 +853745,1 +300939,2 +510814,1 +167713,2 +265139,1 +155267,1 +228872,0 +384335,1 +813193,-1 +38282,2 +183876,1 +720812,1 +109534,1 +259492,1 +246290,-1 +763749,1 +642286,1 +867952,1 +8216,-1 +320110,1 +21464,1 +310567,0 +615005,2 +53859,-1 +297063,2 +264190,1 +443998,1 +757742,1 +754862,0 +725854,1 +890956,-1 +321055,2 +634254,1 +235754,2 +558955,1 +65287,0 +484377,1 +10455,0 +286352,1 +113454,1 +461270,2 +488570,1 +887186,2 +758368,1 +814188,1 +8804,2 +919559,1 +902551,1 +836655,1 +259266,-1 +843290,1 +89878,0 +177737,1 +709915,0 +538854,1 +916160,2 +226541,1 +138347,1 +189907,-1 +835957,1 +2453,1 +288234,1 +892628,1 +347594,2 +235588,1 +468709,-1 +475853,1 +508767,0 +141974,2 +505807,1 +966179,-1 +800564,2 +897987,1 +566665,1 +31082,1 +893407,1 +497793,1 +271869,0 +952902,1 +249204,1 +425573,2 +857643,2 +970991,1 +820814,-1 +771165,1 +522475,0 +134378,2 +208843,2 +781292,2 +488788,1 +56755,2 +677231,2 +430403,1 +492666,1 +690704,0 +86820,2 +729700,1 +910595,1 +627411,2 +544675,2 +236936,2 +707145,-1 +723320,1 +534852,-1 +585851,1 +789872,1 +489844,-1 +626956,2 +520654,1 +466279,-1 +615839,1 +340614,1 +578623,1 +986836,2 +699946,0 +491981,2 +302985,-1 +821321,1 +872096,0 +83112,1 +916902,2 +74318,2 +41781,1 +108426,2 +540514,1 +350015,1 +504130,1 +569630,1 +48076,1 +582428,1 +678581,2 +933542,2 +204455,1 +483251,2 +101551,1 +596456,1 +98551,1 +136985,0 +378502,2 +661017,1 +631081,1 +397495,2 +429301,2 +653053,1 +873776,1 +85162,1 +721865,1 +142098,2 +957871,1 +885270,2 +63750,1 +258944,1 +86728,2 +70534,1 +790364,1 +643306,0 +298528,1 +240070,2 +445578,1 +678471,1 +112618,2 +838761,-1 +604353,1 +355764,1 +829347,1 +157025,0 +528161,-1 +439782,1 +412030,1 +764877,1 +53914,1 +197159,1 +87861,2 +626983,1 +852887,1 +130659,1 +532269,2 +721124,1 +207930,1 +555759,2 +971279,1 +303159,-1 +507693,2 +465871,1 +934290,2 +182683,1 +825197,2 +436717,-1 +866022,1 +113016,0 +244750,0 +502527,1 +162559,0 +463464,1 +763405,1 +18702,1 +238567,2 +704788,1 +651389,1 +744950,2 +129143,1 +384556,1 +76106,1 +256890,2 +520293,1 +889555,1 +746129,0 +427951,1 +731007,1 +429288,1 +20860,1 +993045,1 +176478,-1 +895762,0 +569333,1 +212305,1 +725658,1 +728982,1 +933352,1 +484356,1 +255786,0 +829635,1 +334593,1 +188684,1 +815072,1 +442122,1 +36020,1 +421230,2 +627623,1 +980821,1 +781008,1 +645631,0 +163845,1 +949415,2 +284280,1 +961923,1 +138561,1 +935550,1 +832262,0 +712116,2 +713337,2 +784039,1 +702165,-1 +738465,0 +132050,1 +499967,1 +367567,2 +623626,1 +825528,2 +375901,1 +810713,0 +712277,0 +102007,1 +187527,-1 +378155,1 +634492,1 +675346,1 +901159,0 +466180,1 +915897,2 +804521,1 +145454,2 +178673,2 +617471,1 +875322,1 +129150,-1 +622678,1 +21744,1 +704991,1 +519115,2 +380592,2 +268542,1 +291316,-1 +338268,-1 +239293,1 +531330,-1 +300066,1 +50540,1 +113908,0 +585990,2 +752092,0 +79291,1 +347916,0 +864940,0 +7787,1 +629207,2 +575917,1 +432436,1 +597885,0 +173756,-1 +867822,1 +278415,0 +528119,2 +118755,-1 +356576,1 +748080,1 +51429,1 +698409,1 +388085,1 +307283,1 +704405,1 +812733,0 +717339,2 +293579,-1 +406738,-1 +228132,0 +286368,1 +577734,1 +135143,1 +620854,-1 +369683,-1 +323400,0 +417301,1 +436059,2 +721249,-1 +773767,2 +333656,1 +568768,2 +43272,1 +938568,1 +172948,1 +983276,1 +803312,1 +76720,1 +511620,1 +512613,0 +984860,2 +95573,1 +850914,1 +482213,1 +269621,1 +193531,-1 +595368,2 +107866,1 +469303,0 +818727,2 +635858,2 +965686,0 +299643,1 +624867,0 +304109,1 +88015,1 +26930,-1 +764165,1 +830407,1 +533945,2 +832256,1 +730474,2 +142120,0 +52465,1 +970804,-1 +415836,1 +605423,0 +472333,-1 +248830,-1 +47690,-1 +816723,1 +278217,0 +204745,1 +100347,1 +17989,1 +385330,1 +659215,-1 +575962,2 +41877,2 +147107,1 +12509,1 +873931,0 +961460,1 +991948,1 +882799,1 +597075,-1 +397560,1 +922131,0 +516390,-1 +36679,2 +355749,2 +111961,0 +333377,2 +519677,1 +292196,-1 +200571,0 +532693,1 +696374,1 +36398,1 +963871,2 +760952,0 +507103,1 +243383,1 +51662,2 +788143,2 +193781,1 +102407,-1 +76051,1 +41988,0 +29210,0 +733080,2 +985373,0 +872691,1 +49560,-1 +198799,1 +601351,1 +767895,1 +88166,0 +272120,2 +761653,1 +439734,0 +225986,-1 +271947,1 +20794,1 +172350,1 +93349,1 +207577,1 +193393,1 +919838,1 +303267,1 +215238,1 +753001,2 +860932,1 +731781,0 +772579,0 +945782,1 +565594,1 +668399,1 +187894,2 +24733,1 +127237,0 +57546,1 +813037,1 +365946,2 +486202,0 +226177,-1 +83339,2 +475772,1 +733562,1 +672377,2 +325473,2 +960228,2 +338453,-1 +303865,1 +984308,0 +176390,1 +110266,1 +723823,2 +713426,1 +65837,1 +959568,2 +259915,2 +414319,1 +734239,1 +951585,1 +991551,1 +538053,1 +159032,0 +760242,1 +511303,2 +205139,1 +713411,1 +404299,1 +520934,2 +962258,1 +589683,0 +879487,2 +595853,0 +893537,1 +510701,-1 +506168,-1 +935401,1 +172217,1 +107737,0 +843898,1 +75963,2 +792583,-1 +788850,0 +171453,1 +721682,2 +504393,1 +457122,1 +967876,1 +778564,1 +384288,2 +918649,2 +932202,1 +596826,1 +533476,1 +510491,1 +542316,1 +994967,2 +19929,1 +600094,2 +415619,2 +954438,1 +68040,0 +621500,0 +219085,2 +511936,1 +24310,0 +92102,1 +606534,2 +71316,2 +680063,1 +322709,1 +489062,1 +508651,1 +727703,1 +4932,1 +962717,-1 +261801,0 +235490,2 +526141,1 +464597,1 +402932,1 +874966,0 +38647,1 +874952,1 +45839,2 +11704,-1 +415601,2 +62116,2 +857982,-1 +270552,0 +916824,2 +195763,1 +580302,1 +746004,1 +21524,2 +756045,1 +291523,1 +168193,1 +951740,0 +719914,0 +221414,1 +46653,1 +682720,1 +358950,0 +287098,-1 +98062,2 +129794,1 +881908,1 +346851,2 +420600,-1 +496637,1 +184565,1 +806189,-1 +309088,1 +377531,2 +767728,1 +366827,-1 +268773,1 +434121,0 +416182,1 +768348,1 +451039,-1 +141243,0 +400389,1 +984894,1 +844684,-1 +413599,-1 +366303,0 +934357,-1 +710000,2 +76567,1 +273418,0 +169343,0 +158615,1 +568416,1 +529243,1 +951670,1 +163851,2 +111020,0 +222806,1 +504194,1 +403341,-1 +409964,1 +164886,1 +575926,1 +50353,2 +511508,-1 +824922,0 +306457,2 +791734,0 +320087,2 +389556,2 +7867,2 +266834,1 +297246,2 +972720,1 +832558,-1 +973815,1 +121239,2 +173190,-1 +347349,-1 +801067,2 +554970,1 +942489,1 +318547,1 +433231,1 +214255,1 +964352,1 +296345,1 +369301,2 +786938,1 +248151,1 +706539,1 +243277,2 +1848,1 +988928,-1 +829412,2 +876162,1 +983975,1 +920807,1 +857409,1 +642964,1 +740115,2 +287561,0 +65414,1 +115578,0 +996029,1 +530221,1 +390917,1 +879745,1 +664859,2 +29179,1 +329827,1 +76057,1 +815249,1 +516224,1 +879490,1 +870513,1 +447999,1 +282117,1 +551584,1 +896735,1 +378299,1 +362462,1 +817340,2 +339234,-1 +384300,2 +372535,1 +481501,1 +22762,0 +485119,2 +960924,1 +1286,1 +484608,2 +96406,0 +119877,1 +704187,1 +639303,1 +226794,1 +466728,1 +267290,-1 +197811,-1 +192879,0 +541183,1 +268167,-1 +222652,2 +389701,1 +778178,2 +899742,2 +611148,1 +412287,2 +154379,1 +337433,2 +4992,1 +952134,2 +614950,1 +433589,2 +431329,2 +973104,2 +345041,1 +9154,1 +159443,1 +328167,0 +410690,1 +560172,0 +475421,1 +693871,1 +765176,1 +473084,1 +948517,0 +614570,1 +240361,1 +179722,0 +221023,2 +147626,1 +82010,1 +660216,2 +954078,2 +201149,0 +362596,0 +306287,1 +480623,1 +83287,2 +860488,1 +659668,0 +443467,2 +401669,2 +605414,1 +411340,1 +6215,2 +34173,-1 +927611,1 +417370,1 +829063,0 +955137,2 +974180,2 +513478,1 +63637,1 +3608,1 +143481,1 +279637,2 +12633,1 +91354,2 +456539,-1 +103459,1 +724466,1 +917465,1 +677645,1 +625671,0 +368134,2 +418287,1 +830297,1 +850990,1 +99241,1 +713539,1 +776332,2 +611692,1 +378145,1 +692646,1 +551222,1 +41841,1 +676647,2 +964118,2 +829668,1 +416481,2 +585188,1 +119077,2 +122135,2 +541838,2 +176060,0 +864487,1 +751214,1 +219125,-1 +660479,1 +490868,-1 +826967,1 +129768,0 +750892,1 +720402,1 +453224,1 +704902,-1 +796499,1 +533138,1 +751954,1 +654466,2 +379806,1 +584321,1 +21580,2 +628187,2 +604103,-1 +324896,2 +403714,1 +679294,2 +288757,1 +885811,1 +87060,2 +226855,2 +208873,1 +385795,1 +36354,2 +231516,1 +898881,2 +439774,1 +41702,1 +697039,1 +118268,1 +230412,2 +401943,1 +317235,2 +190442,1 +324957,2 +211902,2 +719624,1 +422031,1 +941377,1 +125441,1 +242012,1 +242306,1 +342079,1 +656786,1 +665159,1 +449945,1 +879883,1 +749307,0 +66606,1 +635824,-1 +810058,2 +281353,0 +708472,2 +819973,1 +867318,2 +608853,1 +972226,0 +800498,1 +793922,1 +198481,1 +252111,1 +325911,1 +485103,-1 +672238,-1 +18275,2 +144361,1 +995474,2 +392717,-1 +308265,-1 +39492,1 +69444,1 +12457,1 +212664,1 +816340,1 +606236,2 +194914,1 +216293,2 +303599,1 +343159,0 +206331,1 +524269,1 +434114,1 +86292,1 +987282,1 +562537,1 +404732,-1 +764897,1 +816811,-1 +377492,1 +46126,2 +637184,1 +432808,1 +314173,1 +515732,1 +838114,-1 +66701,-1 +621746,2 +266646,1 +560557,0 +793372,2 +913750,2 +139199,1 +420137,1 +292903,1 +651987,1 +157858,2 +270569,2 +362026,2 +443999,1 +588978,0 +211628,1 +609004,2 +482845,1 +598339,1 +943724,0 +794232,1 +272594,2 +899087,1 +429784,2 +760840,1 +28149,-1 +808742,1 +150908,1 +768682,2 +820329,1 +173226,1 +259838,-1 +368871,1 +855825,0 +786513,0 +156853,2 +789157,2 +5991,1 +734105,0 +30992,0 +467775,0 +111368,1 +973179,-1 +861404,2 +95859,1 +640918,2 +222268,1 +715936,-1 +615609,0 +964807,1 +950784,0 +754178,-1 +897363,1 +389753,-1 +968374,1 +610718,1 +821120,2 +792286,1 +306378,1 +944027,1 +672988,2 +926873,-1 +576218,2 +614007,1 +548378,1 +768017,1 +654397,1 +235861,-1 +391370,1 +186071,1 +824006,1 +663965,1 +823710,1 +378005,2 +730502,1 +314573,1 +385871,-1 +434233,0 +802739,1 +521973,1 +875614,1 +307688,1 +331041,1 +901681,1 +465021,1 +247820,1 +203128,1 +229310,1 +227668,2 +970187,0 +948579,1 +240077,1 +792835,1 +541891,1 +376905,1 +420718,0 +462840,0 +88860,1 +83832,-1 +739920,1 +787253,0 +105649,1 +4602,1 +765248,1 +112884,1 +732506,2 +666883,2 +539233,1 +715698,1 +694079,1 +6025,-1 +422546,2 +926173,-1 +303801,2 +179173,1 +339152,1 +225522,-1 +277373,1 +413184,0 +607498,-1 +811297,0 +72944,1 +868808,1 +668850,1 +394292,2 +222476,2 +571858,2 +676920,1 +171213,2 +231952,1 +644763,0 +711281,1 +329512,1 +351285,1 +780051,2 +494771,2 +276685,0 +458846,2 +5049,2 +966777,1 +610678,1 +821446,0 +987377,2 +766106,-1 +169484,1 +260149,1 +593061,1 +734995,1 +209613,-1 +626252,2 +667510,1 +743735,1 +805447,1 +323315,1 +568282,-1 +637648,0 +84755,1 +755282,2 +704830,1 +396421,1 +479893,1 +959482,1 +970686,1 +221268,1 +144987,2 +937007,1 +325308,2 +550486,1 +583351,1 +737106,1 +6394,2 +867691,-1 +786510,0 +157931,1 +532896,1 +826598,1 +799476,1 +776730,2 +880076,-1 +278774,1 +144722,2 +821217,2 +457259,1 +39408,-1 +464147,1 +693720,1 +401381,1 +382649,2 +327761,-1 +999519,1 +109855,2 +139161,2 +573474,0 +276329,0 +191012,1 +338409,2 +598434,2 +318459,2 +285434,-1 +296356,1 +162435,1 +476311,1 +603693,1 +909464,1 +183481,0 +749966,0 +642063,0 +191936,0 +516300,1 +201656,2 +689131,1 +210664,1 +715905,0 +546018,1 +316131,1 +780104,0 +941293,2 +966698,-1 +331959,1 +675148,1 +495010,1 +785573,1 +992003,0 +292482,0 +316399,-1 +207963,2 +915900,1 +656892,-1 +295105,-1 +36492,-1 +597849,1 +473441,2 +576935,2 +840716,2 +777967,2 +974517,0 +832211,1 +423131,-1 +836914,1 +82167,1 +969815,-1 +804703,2 +457817,2 +685085,1 +646257,1 +624130,-1 +582559,1 +423169,1 +657337,-1 +88960,1 +269970,-1 +105374,1 +482268,1 +782859,0 +592629,2 +336497,-1 +57312,1 +402798,0 +324231,1 +58998,1 +922240,-1 +724277,1 +122922,1 +592514,2 +77165,1 +468630,0 +621373,2 +398635,1 +559697,-1 +214414,2 +619976,2 +455298,1 +660578,-1 +643036,-1 +913457,1 +287368,0 +813930,1 +307025,1 +551415,1 +689333,0 +611269,1 +935392,2 +897868,1 +236645,0 +77481,1 +618553,2 +633595,0 +655062,1 +699074,2 +195308,-1 +595210,1 +945743,0 +191854,2 +987819,2 +397016,-1 +308507,1 +43551,1 +240695,1 +286168,1 +915509,1 +869683,-1 +295238,0 +273952,1 +584394,1 +195900,1 +715663,2 +851063,1 +393719,1 +285491,1 +474768,1 +988237,0 +422929,1 +531642,2 +245695,2 +879694,1 +420847,1 +442565,2 +232430,1 +398214,2 +394365,1 +426338,2 +330020,1 +785007,1 +972338,2 +942593,0 +961346,1 +764846,1 +669522,1 +319959,1 +181107,1 +408404,1 +523048,0 +101999,1 +172983,0 +671524,2 +849739,-1 +346827,1 +476615,2 +895125,1 +92275,1 +784034,1 +463466,0 +541545,1 +229217,0 +486638,2 +318073,1 +238027,0 +123946,1 +926635,1 +957341,0 +331416,1 +912415,1 +737710,1 +123939,0 +197071,1 +355991,1 +939791,1 +35780,1 +238540,2 +578043,2 +559830,1 +663080,-1 +637989,0 +609853,1 +688250,1 +573526,0 +122197,1 +698843,2 +978695,0 +276003,1 +180966,0 +640355,0 +528396,1 +838575,1 +224086,2 +25107,1 +941017,2 +83294,1 +488157,1 +280143,1 +234739,2 +580721,1 +907765,1 +556068,1 +212700,2 +353721,1 +675982,1 +339284,1 +191301,2 +168885,1 +732303,1 +793043,1 +699639,-1 +312517,1 +352208,1 +266989,1 +901063,-1 +675882,1 +320560,2 +245351,2 +522325,1 +703585,1 +641049,0 +45110,2 +414797,2 +269667,1 +242813,1 +367599,1 +654104,1 +894232,1 +287449,-1 +573969,1 +573083,2 +543358,2 +672556,1 +761778,2 +790474,1 +576012,1 +391509,2 +766952,1 +37858,1 +703952,-1 +840146,0 +317102,2 +663313,0 +350256,2 +302864,1 +950748,2 +559829,2 +316929,0 +885671,1 +926884,1 +151033,1 +956089,1 +578319,1 +502372,0 +55085,0 +844569,1 +657020,0 +327419,1 +774068,-1 +215327,2 +53274,2 +165384,2 +216655,2 +895964,1 +658815,2 +392139,1 +303725,1 +95260,1 +29266,2 +941438,-1 +786762,1 +687815,2 +58178,1 +892211,1 +38872,1 +6715,-1 +115420,1 +564035,1 +655450,1 +536531,-1 +558684,1 +521553,1 +702061,1 +270836,1 +579324,0 +186889,1 +813889,2 +864478,2 +879657,2 +748146,-1 +273325,-1 +52520,0 +620251,1 +967986,1 +255772,2 +124459,1 +778658,1 +730026,1 +524315,1 +808795,1 +410560,1 +736913,1 +585868,2 +860621,1 +911013,-1 +350251,2 +583294,1 +237397,2 +810871,1 +302920,1 +826197,-1 +552138,1 +948170,1 +734002,1 +381149,1 +87066,1 +393025,1 +242100,0 +73720,0 +248576,2 +757481,-1 +949825,0 +122392,1 +454520,0 +246599,1 +587755,1 +696011,1 +702158,1 +577157,0 +779146,2 +361064,2 +568478,2 +293138,1 +886852,1 +641390,2 +309204,2 +861978,0 +65678,-1 +37161,1 +44459,0 +212306,1 +15931,2 +839468,1 +206409,1 +80465,1 +902010,1 +184219,1 +45607,1 +337771,1 +89645,1 +414134,2 +357355,0 +783782,2 +537334,1 +818133,1 +314957,0 +793240,2 +903549,1 +505388,1 +903516,1 +830608,1 +708649,0 +699265,-1 +199279,0 +423050,1 +84479,1 +692437,1 +511157,0 +134111,1 +457774,2 +444789,1 +28139,1 +532892,1 +896668,1 +807831,-1 +566437,1 +122276,1 +330625,1 +459982,2 +37020,1 +248792,2 +67871,1 +818267,1 +899530,1 +598012,2 +105391,1 +734981,0 +194458,1 +525857,1 +299185,2 +303968,1 +623420,1 +491902,0 +405671,1 +283285,2 +314315,-1 +342649,-1 +811594,1 +877953,1 +250020,2 +482420,2 +811970,1 +410045,1 +768287,1 +10140,1 +381026,1 +824589,1 +566239,1 +168376,0 +925405,0 +175224,1 +761939,1 +701364,2 +634818,0 +691110,2 +386807,2 +885006,2 +486755,-1 +335914,0 +961423,-1 +48070,1 +86376,0 +857017,1 +70184,1 +808139,2 +348386,1 +924242,2 +686843,-1 +49160,2 +302490,-1 +183669,2 +945556,-1 +664348,2 +556462,1 +643411,1 +428375,1 +855864,1 +566490,1 +830535,2 +382,2 +373785,1 +734921,1 +171713,-1 +556800,1 +88973,-1 +658337,-1 +4709,1 +877084,2 +445620,1 +270537,-1 +703375,-1 +46873,0 +899754,1 +795861,-1 +812551,1 +535591,1 +80055,0 +570775,-1 +607294,1 +346257,1 +834872,1 +214043,1 +613413,1 +1960,1 +591346,1 +716050,1 +449744,1 +746121,2 +576177,1 +742262,0 +603256,0 +995594,0 +491003,1 +258024,1 +132811,1 +739061,1 +515952,1 +622935,2 +448716,2 +357570,1 +459647,2 +694067,2 +342342,0 +458106,1 +943571,1 +592617,0 +847809,1 +676499,1 +393921,1 +307201,2 +814178,1 +33055,0 +316616,0 +246745,2 +28308,2 +793207,1 +334667,1 +805610,1 +747215,1 +124201,0 +360821,0 +461119,0 +301741,1 +491775,1 +930852,0 +208706,0 +54869,1 +62066,1 +10993,2 +629210,2 +483522,1 +810782,1 +801097,0 +117955,0 +857587,0 +756775,1 +886329,1 +629213,2 +130697,-1 +412538,-1 +34139,1 +149935,1 +813785,1 +74650,1 +465837,1 +353152,1 +331104,1 +56069,1 +723413,2 +243069,2 +482844,0 +516277,2 +634035,1 +331193,1 +474759,1 +488620,1 +839352,-1 +391234,0 +313648,2 +659109,1 +662221,0 +296437,0 +193971,-1 +787920,1 +535511,2 +769581,1 +349431,1 +929265,-1 +795123,0 +155398,0 +725497,0 +235678,1 +369892,1 +989976,-1 +685160,1 +345451,1 +875429,1 +588854,0 +398409,1 +142668,1 +868078,0 +449764,1 +194389,2 +465891,0 +861701,2 +668682,0 +859322,0 +397319,1 +662170,2 +447574,1 +550614,2 +434903,1 +939644,1 +629964,0 +822224,-1 +372060,1 +575133,2 +996535,2 +627536,-1 +773818,0 +943559,0 +910094,-1 +40552,0 +949845,0 +893456,1 +799680,1 +478024,1 +249709,1 +815643,1 +10542,-1 +313029,2 +551318,1 +682768,1 +541054,2 +921977,1 +40585,2 +2551,1 +3449,2 +306708,-1 +33638,1 +340490,1 +371368,2 +403307,2 +443723,1 +917808,-1 +109773,0 +964844,0 +875387,0 +807641,1 +190559,1 +929097,1 +216996,1 +305367,1 +560286,-1 +643108,1 +991972,1 +65425,0 +336322,1 +126840,1 +66121,1 +619287,1 +124378,1 +587313,2 +447439,2 +699344,1 +700265,2 +201084,1 +787460,1 +772476,1 +999493,1 +649075,0 +754715,2 +20118,1 +606310,0 +629888,0 +138102,1 +966636,0 +260253,1 +837801,1 +411449,0 +46829,2 +422748,-1 +703922,2 +329328,1 +604545,0 +194969,1 +386862,-1 +778479,2 +25665,-1 +587685,1 +154455,0 +810205,-1 +429754,-1 +497142,1 +332117,1 +689977,1 +15344,1 +348067,1 +445232,0 +110434,1 +23501,1 +745898,1 +348993,1 +86112,0 +847851,1 +609103,1 +839077,1 +257291,1 +529894,1 +589853,1 +916547,1 +479855,1 +715783,2 +764927,-1 +784447,1 +862004,0 +788502,2 +905470,2 +59972,1 +558929,2 +749131,1 +33039,2 +692983,2 +456800,1 +167743,1 +206677,1 +76347,1 +975857,2 +900572,1 +776019,1 +315754,1 +618247,1 +854472,1 +767416,1 +824297,1 +226628,2 +384950,1 +470743,1 +628227,1 +569901,2 +183605,2 +39796,0 +967810,2 +842975,1 +829262,1 +43283,1 +263778,1 +544747,1 +160865,1 +870306,2 +317941,2 +242541,1 +264786,0 +502689,1 +175518,1 +966995,1 +58075,2 +936594,2 +945413,-1 +956383,1 +796714,1 +994587,1 +855668,1 +632029,1 +99436,1 +498187,1 +459281,2 +314913,1 +343021,-1 +761759,1 +9180,0 +118420,2 +144978,2 +259239,1 +597539,1 +803311,1 +678530,1 +738379,1 +784916,2 +723261,2 +520511,1 +318150,2 +347280,2 +658258,1 +834309,2 +742929,-1 +957353,2 +892508,1 +629115,1 +45783,0 +374554,2 +533692,2 +239498,-1 +31211,2 +236762,-1 +499387,1 +372368,1 +264138,1 +76328,0 +114951,1 +814831,-1 +268297,1 +87226,1 +145525,2 +742467,1 +733277,1 +556429,-1 +984662,1 +863695,1 +718856,1 +556202,0 +458662,0 +4008,1 +65794,0 +308686,2 +77619,1 +986237,-1 +536921,2 +327880,1 +519276,1 +344602,1 +369696,2 +183392,1 +21776,2 +103782,1 +395442,2 +528923,1 +203021,1 +210803,1 +244909,1 +201132,1 +333838,1 +242928,1 +549548,0 +971087,-1 +198173,2 +507787,0 +744350,1 +989276,1 +464956,1 +825104,1 +893902,2 +790917,1 +939067,1 +44875,2 +725908,2 +162327,-1 +857432,1 +512973,1 +665155,2 +481258,1 +101492,2 +282384,1 +563804,-1 +380930,1 +63274,2 +796774,1 +642040,0 +500526,2 +671048,0 +486218,1 +511422,1 +165759,0 +645301,1 +710223,1 +990571,1 +569637,0 +721243,1 +548509,2 +274643,1 +695145,2 +255777,1 +593154,0 +502769,2 +599372,1 +579198,-1 +174276,1 +952316,2 +146567,2 +519007,1 +497620,1 +83071,2 +316882,1 +441233,0 +534393,1 +313809,1 +515011,1 +53376,1 +449332,1 +358684,1 +910878,1 +683328,1 +632209,1 +63394,1 +258494,1 +17146,1 +113406,0 +791872,2 +30382,1 +468651,-1 +807521,1 +844696,1 +37056,1 +697676,-1 +108031,1 +863487,1 +550647,1 +872306,1 +368994,2 +987129,1 +293586,1 +659119,1 +489550,0 +688476,2 +557113,1 +458344,1 +343594,0 +423020,1 +3462,1 +256331,2 +182779,1 +726997,0 +839310,1 +366691,2 +793782,0 +761451,2 +529987,2 +880139,1 +907108,1 +95023,1 +340565,1 +313583,1 +91110,0 +674536,1 +725981,2 +791988,1 +10750,1 +70886,1 +568043,0 +148204,1 +955877,1 +710384,0 +700357,1 +403622,1 +379890,2 +214790,1 +673915,-1 +599658,1 +514363,1 +12212,1 +37585,1 +269742,2 +561455,2 +233339,2 +734564,1 +152162,2 +652743,2 +842866,1 +829108,1 +427747,2 +385763,1 +867962,1 +584277,1 +977469,0 +4565,1 +596205,1 +106146,1 +194447,1 +935981,2 +382689,0 +877209,1 +951367,1 +886593,1 +413497,1 +168716,2 +779455,2 +209806,1 +556990,1 +55922,1 +393562,1 +980856,1 +921808,2 +463431,1 +574520,1 +116121,0 +43620,2 +941858,1 +977028,2 +127189,1 +997627,1 +146296,2 +68755,0 +969351,1 +666496,1 +742828,1 +594821,-1 +248163,1 +212783,1 +530408,-1 +271077,2 +29116,1 +97327,2 +103934,1 +5281,-1 +966764,-1 +833394,1 +769034,1 +427885,1 +101015,-1 +135053,2 +445073,-1 +594718,1 +485337,0 +652031,1 +295823,2 +898107,1 +621822,1 +593768,1 +724899,-1 +87739,2 +830073,-1 +142961,1 +61106,-1 +221043,2 +696913,0 +295268,1 +753928,1 +649950,1 +238297,1 +265204,-1 +19559,1 +305511,1 +992050,1 +346418,1 +82564,1 +212312,1 +150821,1 +680282,1 +711087,1 +883893,1 +360801,0 +578270,2 +788765,2 +684593,2 +177297,1 +658714,1 +946725,-1 +935871,1 +453781,-1 +370318,1 +702503,0 +278400,1 +944133,1 +647470,1 +475065,1 +592615,2 +579070,2 +134505,2 +642708,1 +167603,1 +555272,1 +743195,-1 +959807,0 +217024,-1 +443267,1 +397017,1 +596814,2 +533952,2 +800696,-1 +112363,2 +988128,0 +759592,1 +684206,1 +159362,1 +246328,1 +304396,2 +54264,1 +908329,1 +849716,2 +424570,1 +133226,2 +624182,2 +847038,1 +534999,1 +514432,1 +489534,1 +417355,1 +714692,-1 +250868,2 +192977,1 +645212,0 +903171,1 +214224,-1 +332795,1 +230188,1 +957788,1 +102140,2 +574414,1 +471592,1 +782767,2 +151657,1 +324578,-1 +999173,1 +741669,-1 +934059,0 +219327,1 +640084,-1 +865195,1 +577052,1 +507163,1 +408984,1 +639773,1 +479385,2 +169503,1 +110462,1 +251179,2 +969955,2 +933588,2 +365700,0 +267452,1 +797195,2 +280489,0 +149414,-1 +942202,0 +603517,1 +326443,1 +292224,1 +521526,1 +960021,1 +806425,0 +231162,0 +568815,1 +966665,0 +360405,-1 +495872,1 +320667,2 +66860,2 +581466,2 +248539,-1 +108857,2 +644838,1 +474280,1 +787055,0 +277933,1 +273967,1 +556307,1 +807648,1 +51870,0 +94877,-1 +116574,2 +399562,1 +730487,0 +951265,1 +926505,1 +170438,1 +372720,-1 +591257,1 +165101,2 +152577,2 +288444,1 +57552,2 +643771,2 +958204,2 +320134,-1 +210202,2 +120685,1 +326563,1 +265061,-1 +764221,1 +177961,1 +106628,1 +282903,1 +981255,-1 +697050,1 +699241,1 +646970,-1 +695251,1 +832086,-1 +152329,2 +561889,1 +590212,1 +914020,-1 +675260,1 +307271,0 +738307,0 +670025,2 +140016,1 +973171,1 +732909,1 +153191,1 +716583,-1 +422296,-1 +293089,1 +134300,0 +892921,2 +465699,0 +609512,2 +580483,1 +176298,2 +884073,1 +172648,0 +395722,2 +351392,-1 +721553,1 +681784,1 +385663,1 +844602,0 +888673,1 +976202,0 +846688,2 +954728,1 +618950,1 +762599,-1 +539961,1 +550361,2 +407571,0 +656096,1 +378318,1 +967793,-1 +75392,1 +177800,1 +408225,1 +680118,2 +297379,1 +527068,0 +434966,1 +900632,2 +130158,1 +341406,-1 +522679,2 +483207,2 +221942,1 +587012,2 +441095,2 +536195,0 +43396,1 +991333,1 +542338,1 +966161,1 +209660,1 +653577,0 +357971,-1 +407024,1 +94220,2 +638817,1 +194215,1 +856259,0 +614917,1 +621121,1 +278551,1 +106543,1 +637263,2 +868154,1 +928749,1 +311979,1 +299209,-1 +838786,-1 +740050,0 +618306,1 +125116,1 +943217,1 +556335,1 +522328,1 +708449,0 +76467,2 +713495,2 +317157,1 +874864,1 +769447,2 +723661,1 +169776,1 +341817,-1 +279315,0 +56671,1 +586033,-1 +424489,1 +670559,1 +813882,1 +743424,1 +998561,1 +35843,-1 +148459,2 +141814,1 +899926,1 +66867,1 +249425,1 +827222,1 +933298,1 +717876,1 +76495,-1 +170533,1 +278,-1 +614316,1 +215952,1 +486044,1 +565883,1 +333596,2 +774118,1 +759320,1 +729321,1 +734928,2 +996973,2 +263240,1 +967543,0 +88271,1 +51682,2 +765829,-1 +526501,1 +538022,1 +464819,1 +743385,1 +352378,2 +896685,1 +344913,1 +103328,1 +317955,2 +323535,2 +884118,1 +907600,1 +319388,2 +94543,1 +906238,2 +166594,1 +498008,2 +20718,2 +137232,0 +576299,1 +213588,1 +745401,1 +490678,1 +407623,1 +57607,0 +874698,-1 +708834,1 +698181,0 +789444,0 +846358,1 +726457,-1 +721486,2 +85593,1 +612031,2 +338459,1 +11187,1 +64779,-1 +257851,0 +222681,1 +85769,2 +491695,2 +69652,0 +978637,0 +194315,1 +842272,1 +566358,0 +836624,1 +896889,1 +928128,1 +32619,1 +4454,0 +300730,1 +462746,1 +18230,1 +762818,2 +786587,1 +709164,2 +310079,1 +300903,1 +311755,0 +52324,1 +756349,0 +360063,1 +679442,0 +121576,1 +491908,2 +660702,-1 +728978,-1 +849682,1 +548683,1 +277746,1 +912506,2 +261231,2 +481398,1 +529619,2 +864134,1 +764226,1 +257799,1 +366010,0 +578643,1 +857669,1 +478994,1 +673788,2 +836471,1 +5195,1 +744071,2 +819993,1 +105033,2 +577219,0 +451731,-1 +839701,2 +873740,2 +103273,1 +829729,0 +687709,1 +975580,2 +992939,1 +755969,2 +425274,-1 +449925,2 +673834,1 +242524,2 +699239,1 +964461,0 +189638,1 +440494,1 +286814,1 +947754,1 +611158,2 +930418,1 +881582,0 +321503,-1 +978268,1 +90863,0 +461856,2 +159752,-1 +893413,1 +97582,2 +70433,1 +54251,1 +202195,1 +410018,2 +505784,-1 +273223,1 +886247,1 +938271,1 +943867,2 +131809,1 +617622,-1 +377222,1 +477261,0 +640045,1 +965900,2 +19444,1 +359565,1 +608805,2 +232495,1 +123701,2 +817217,-1 +635161,1 +247020,1 +617451,2 +938781,1 +30759,1 +705452,1 +349996,1 +119394,-1 +896443,2 +719233,2 +607289,1 +303795,1 +123568,1 +287032,1 +914400,0 +24611,1 +441152,2 +100465,1 +257636,0 +587932,1 +323729,0 +50830,1 +599546,0 +552116,1 +878865,2 +494211,1 +803869,1 +882581,1 +535734,1 +995446,2 +318172,1 +51166,2 +801017,1 +447285,1 +735991,0 +100505,1 +72085,1 +844827,1 +204185,-1 +135358,1 +265254,1 +426503,2 +226392,0 +829793,-1 +822833,0 +613321,1 +789678,2 +167452,1 +134392,0 +761645,2 +265477,1 +456308,-1 +928781,0 +488311,1 +637257,1 +398134,1 +291255,2 +636686,0 +691251,1 +717856,1 +921344,1 +16525,1 +738565,0 +114799,1 +64363,-1 +349755,0 +709627,1 +896596,1 +126674,1 +20322,2 +344127,-1 +380343,1 +431495,2 +666836,1 +979256,1 +522596,1 +922437,2 +936407,1 +177547,1 +854940,0 +219086,1 +285478,1 +376394,1 +278668,2 +803944,1 +919590,1 +671551,1 +944137,0 +794925,-1 +756835,1 +485914,1 +60176,1 +45335,1 +155423,1 +777221,1 +302729,1 +270476,1 +564907,2 +868071,1 +511137,0 +765166,0 +686589,1 +179460,1 +979548,2 +161158,-1 +122086,-1 +242717,0 +820265,1 +301262,2 +548778,1 +50847,0 +816109,1 +529955,1 +223003,-1 +306003,1 +670436,1 +927913,1 +797806,1 +518697,1 +320211,1 +312148,2 +703919,1 +951694,2 +78201,1 +178353,1 +856674,2 +88796,1 +763171,1 +961797,1 +331941,2 +61059,-1 +228395,1 +906839,0 +796076,0 +550181,2 +584668,1 +858574,1 +397634,1 +774584,1 +376780,2 +571842,1 +598952,0 +251053,2 +156160,-1 +209792,0 +623700,1 +386349,1 +975607,1 +710461,1 +414286,1 +504386,2 +615210,1 +686504,0 +201360,1 +477876,2 +857523,1 +65576,0 +311290,0 +354703,2 +713717,1 +3484,1 +333986,1 +433077,1 +987845,0 +487343,0 +389631,1 +349078,2 +110116,1 +853938,2 +280471,2 +528472,2 +148108,1 +344553,1 +916759,1 +259516,2 +961234,1 +423634,1 +857805,2 +397365,2 +857555,1 +989563,2 +288858,0 +29623,1 +296324,1 +195452,1 +89006,-1 +685999,2 +953360,1 +398016,-1 +23380,0 +858247,1 +251406,1 +892567,1 +544308,0 +736038,1 +788588,2 +422746,2 +839256,2 +151320,1 +306785,2 +847300,1 +992698,0 +659398,0 +147593,2 +145217,1 +223963,1 +810561,1 +291291,1 +703836,1 +211575,2 +238579,1 +210624,2 +819555,1 +558154,1 +592357,0 +276482,1 +673932,1 +995721,1 +592147,0 +773618,1 +684165,2 +350641,1 +87764,1 +272814,1 +435767,-1 +62657,-1 +296443,-1 +263147,1 +671827,0 +928178,1 +467586,-1 +755440,2 +254496,-1 +460932,1 +147670,1 +569718,1 +643831,1 +886969,-1 +232075,1 +109532,-1 +468568,1 +4936,0 +203154,0 +27673,2 +129667,1 +98126,0 +279960,-1 +417611,-1 +179502,-1 +649846,-1 +972392,-1 +690263,2 +844854,2 +64801,1 +725765,1 +500151,1 +137665,0 +327170,1 +737240,2 +835581,1 +975161,-1 +76414,1 +957883,2 +946476,2 +933294,1 +854047,-1 +117233,1 +270551,1 +65083,0 +202684,2 +64863,-1 +390621,1 +149562,1 +292543,2 +263451,2 +40122,0 +573893,1 +774671,2 +879851,-1 +86848,-1 +397160,1 +475194,-1 +637080,-1 +740039,2 +925132,0 +629995,1 +687834,1 +869772,0 +762016,1 +926397,1 +647788,1 +562390,0 +535086,0 +424682,1 +877815,2 +696873,1 +475889,1 +31358,2 +378750,2 +444206,1 +608581,1 +728954,1 +957113,-1 +801794,1 +518225,1 +358103,1 +680249,1 +330131,-1 +639079,1 +568837,1 +674514,0 +408712,1 +751683,1 +83788,-1 +870105,0 +506017,0 +990787,0 +249793,0 +500428,1 +474046,0 +285709,1 +738823,1 +713163,1 +254402,1 +784922,2 +172957,2 +152465,0 +808051,1 +485595,-1 +907857,2 +976351,1 +890487,1 +22342,-1 +793794,-1 +397069,1 +696234,1 +446222,-1 +421398,1 +133429,1 +906252,2 +414092,2 +921186,1 +73317,1 +750866,1 +404488,1 +217262,1 +82084,2 +178765,1 +856902,1 +128311,1 +28674,0 +622104,-1 +530054,1 +381560,1 +98355,1 +740344,1 +138808,2 +170089,1 +226215,1 +423833,1 +369913,1 +95896,2 +97840,1 +89084,1 +239009,-1 +366412,1 +851148,1 +474593,1 +633845,2 +51545,2 +278633,-1 +39361,0 +221510,1 +66321,2 +66661,1 +613615,1 +942704,1 +15587,1 +353103,2 +271735,0 +159461,0 +807877,2 +934854,2 +409387,0 +203644,1 +635192,0 +772176,1 +227248,-1 +319106,-1 +128668,1 +731220,2 +311826,1 +808440,1 +615105,1 +723926,-1 +582734,2 +520223,1 +858352,2 +606234,2 +276096,1 +254986,0 +381775,0 +592526,0 +230347,1 +61228,0 +819339,1 +995982,1 +727863,1 +186751,2 +964719,0 +125624,1 +344973,1 +949789,1 +599330,2 +265518,1 +298147,1 +226325,2 +239874,1 +301650,1 +157290,1 +345248,1 +137668,1 +387140,-1 +393316,1 +940665,-1 +206952,1 +541428,-1 +886796,1 +546374,1 +922849,1 +857364,-1 +528773,1 +348027,1 +534413,2 +447525,1 +607037,1 +136714,2 +698954,1 +496231,1 +112559,1 +746719,1 +56423,1 +111610,-1 +59106,2 +324423,-1 +903495,-1 +522578,1 +330418,1 +170036,-1 +811734,1 +336133,2 +61446,1 +286684,1 +86718,2 +378434,1 +95056,1 +157217,0 +678843,1 +131307,1 +531053,2 +947694,1 +759959,0 +976235,1 +772212,2 +869188,2 +7256,0 +910026,1 +970748,1 +960297,-1 +487259,0 +2648,1 +93493,2 +320569,-1 +435902,0 +24812,1 +709950,0 +191870,1 +544288,1 +599634,1 +948396,2 +628855,-1 +219705,1 +76369,2 +209707,0 +529193,-1 +488505,1 +649995,1 +328227,2 +734220,1 +569724,1 +617157,1 +835618,2 +497694,1 +6641,0 +791125,2 +479666,1 +232716,0 +786460,0 +492966,1 +885363,1 +346906,1 +295934,-1 +650486,0 +958263,1 +939823,1 +69802,1 +264749,0 +744004,-1 +903111,1 +464048,0 +353129,1 +781817,1 +105244,1 +899313,1 +421940,0 +651955,-1 +966826,2 +277192,0 +557101,1 +16077,1 +788753,1 +636671,1 +209113,1 +17873,2 +263873,1 +818047,2 +274518,-1 +137245,1 +210901,2 +452172,0 +814366,0 +212158,2 +90901,1 +143454,1 +761556,1 +505773,1 +601972,1 +74231,1 +815985,2 +481732,1 +627871,1 +594469,1 +350756,1 +269893,2 +6511,1 +436306,2 +780075,2 +143536,0 +635339,1 +904919,1 +775083,2 +201705,1 +71322,0 +718755,-1 +355397,2 +7480,2 +676361,2 +27930,2 +689435,2 +6365,2 +117872,1 +303319,1 +758069,-1 +519052,2 +173245,2 +906749,1 +9631,1 +186664,1 +818801,1 +610128,1 +200984,1 +946451,2 +588728,0 +132012,0 +746803,-1 +684358,0 +180750,-1 +997932,1 +291282,1 +865532,1 +937154,-1 +272540,0 +28014,-1 +54105,1 +677318,2 +142298,1 +546152,1 +131990,1 +930247,1 +405814,1 +849259,2 +970178,2 +775969,1 +251906,2 +209894,1 +82633,2 +216329,0 +147245,1 +375068,1 +432029,-1 +681008,1 +985356,1 +83642,-1 +924379,2 +474657,1 +966145,1 +943890,1 +226367,1 +60192,1 +893971,1 +418543,1 +13358,1 +520619,1 +321598,1 +741056,1 +936461,2 +143146,-1 +535965,1 +281202,1 +165837,-1 +613580,1 +446237,1 +897909,1 +35072,2 +334267,1 +150295,1 +414005,1 +691449,-1 +586333,2 +805955,1 +994946,0 +535234,-1 +990339,-1 +245539,-1 +142285,1 +471258,1 +181421,1 +804056,1 +250453,2 +422794,0 +896160,1 +493299,-1 +579107,-1 +853420,1 +661565,2 +373413,0 +962094,1 +41812,2 +504594,1 +507593,0 +210061,1 +287454,1 +536194,-1 +814693,-1 +400723,0 +397613,0 +609991,1 +343360,2 +519580,1 +631971,1 +468411,2 +239916,1 +937873,0 +562422,1 +422498,2 +88056,0 +370179,1 +729780,0 +758644,2 +965567,1 +327049,2 +973414,2 +109041,1 +457236,0 +703005,2 +666461,1 +200379,1 +800041,-1 +645036,1 +888342,0 +308411,0 +896890,2 +346042,1 +211349,1 +719119,2 +599794,0 +710238,1 +654615,1 +744157,2 +68991,0 +62494,1 +119981,-1 +858023,-1 +470649,1 +824428,1 +499614,1 +382254,1 +927245,1 +63744,1 +175662,1 +808354,1 +859015,2 +22385,2 +245056,2 +237976,1 +884803,0 +107153,2 +467496,-1 +935108,1 +835385,1 +345228,0 +656751,1 +64369,1 +822812,1 +893774,1 +300949,1 +368266,1 +762993,2 +364409,-1 +165076,2 +845006,2 +482039,1 +934736,1 +964388,0 +57305,1 +955294,1 +64942,1 +339722,2 +804326,1 +196186,1 +945210,1 +910005,1 +256047,2 +684487,0 +596984,0 +100902,1 +555448,2 +972459,1 +925684,1 +331377,1 +326789,1 +649869,1 +447927,2 +162757,1 +121988,1 +876900,2 +428436,1 +980099,0 +469400,2 +69303,-1 +901450,1 +469091,2 +107745,-1 +759608,0 +105104,-1 +937094,2 +505536,1 +166852,1 +955751,0 +297133,1 +840457,1 +246498,1 +453796,1 +752359,2 +680137,-1 +651615,1 +34294,2 +566577,1 +546774,1 +672130,2 +180963,1 +894127,0 +818501,1 +57049,-1 +480533,1 +249370,1 +175803,0 +390055,1 +797992,2 +720945,2 +538702,1 +526631,1 +233659,1 +288602,1 +810965,2 +111100,1 +528758,2 +564829,2 +538223,1 +39918,1 +128542,0 +110687,1 +198596,1 +64585,-1 +586728,1 +223741,1 +753397,2 +290174,0 +542214,2 +372837,2 +288012,1 +94780,1 +964126,1 +869801,1 +366133,1 +702070,1 +407850,1 +681790,0 +528548,1 +830318,1 +720943,2 +355391,2 +910133,0 +644426,1 +892393,1 +147139,0 +242092,2 +337513,-1 +442543,1 +331242,0 +697685,2 +238142,2 +639271,1 +390876,2 +892822,0 +368716,2 +391611,2 +26366,0 +830437,1 +213126,1 +421994,1 +585939,0 +475433,1 +481193,1 +388001,0 +721285,2 +395050,1 +577469,1 +211607,2 +574907,1 +805807,1 +661405,1 +767832,1 +851400,1 +726350,-1 +826614,0 +821952,1 +468095,-1 +225454,1 +937705,1 +346504,2 +372790,1 +715616,1 +281080,1 +361431,0 +434867,1 +425309,1 +698813,1 +615023,1 +641,1 +937551,-1 +133842,2 +252814,-1 +575434,2 +242013,2 +206664,-1 +399851,0 +104630,1 +237325,2 +814076,2 +438092,1 +902087,0 +845881,0 +93753,2 +746802,1 +545644,2 +494858,1 +744232,1 +518375,1 +673188,-1 +650394,0 +579240,1 +283548,1 +964677,0 +733088,0 +795451,1 +189822,1 +554376,1 +83587,0 +77193,2 +802848,2 +258627,1 +665792,2 +322201,1 +23535,1 +630135,1 +848949,1 +802178,2 +203862,1 +239658,2 +456223,0 +586979,1 +474632,1 +651329,1 +889489,1 +725388,0 +477844,-1 +376894,1 +402248,1 +310164,1 +130849,1 +374093,1 +481749,1 +463808,1 +288000,1 +845217,2 +757316,1 +262230,1 +167856,-1 +215975,1 +182510,2 +396184,0 +449083,1 +627919,1 +944107,1 +314291,-1 +907344,1 +380697,1 +374602,1 +568728,1 +32358,2 +358751,2 +601169,2 +563515,2 +825374,1 +401164,-1 +269512,2 +736903,0 +665185,2 +703493,1 +649176,0 +89747,1 +801434,0 +750936,2 +62996,1 +197941,1 +931726,1 +999411,1 +166179,2 +415347,1 +703334,1 +535633,1 +848046,0 +26885,1 +656503,2 +876235,1 +253058,1 +335901,1 +486930,1 +519709,1 +751553,1 +15916,1 +876083,1 +549489,1 +484787,0 +339205,1 +293922,0 +716370,2 +121979,1 +355364,-1 +652890,1 +736209,1 +506571,-1 +874194,0 +24852,1 +960566,-1 +932863,1 +329246,1 +339552,1 +175017,1 +605037,1 +910328,-1 +379922,1 +620027,2 +798220,1 +378654,1 +90310,1 +660044,1 +143190,1 +350310,1 +743542,1 +66186,1 +772331,1 +205514,2 +743938,1 +534691,0 +52110,1 +179889,1 +921175,1 +516392,2 +967962,2 +8838,1 +192236,2 +212983,0 +203985,1 +710768,1 +524220,-1 +750797,1 +964888,0 +969489,0 +178619,1 +704138,-1 +132174,1 +46263,0 +817449,0 +870810,1 +233755,0 +609080,1 +981674,1 +417942,1 +992917,1 +84796,1 +346872,0 +631393,1 +340881,1 +216823,1 +182348,-1 +567946,1 +141268,1 +684612,2 +687469,1 +702863,0 +286035,0 +284067,1 +458157,0 +834117,1 +255010,2 +797499,2 +646377,1 +940776,2 +195519,2 +993798,0 +364112,1 +197836,1 +245546,2 +365759,2 +896324,2 +351010,-1 +502504,2 +332354,2 +484950,1 +37265,2 +202025,-1 +886374,0 +180486,1 +687405,1 +298447,-1 +9338,1 +982971,2 +328782,2 +208788,0 +477780,0 +941588,1 +576611,0 +947570,1 +997910,0 +74986,1 +496365,0 +502482,2 +961810,-1 +94242,2 +183339,1 +780613,-1 +658499,0 +144485,1 +485804,1 +265961,2 +974437,1 +430035,1 +906357,1 +327332,1 +460921,1 +493471,-1 +16241,1 +58712,1 +816270,2 +910551,1 +771337,1 +573204,-1 +367907,1 +372518,0 +639437,1 +474666,2 +648482,2 +143860,1 +114275,2 +358451,0 +576988,0 +346022,1 +533375,2 +887942,0 +643526,1 +435200,1 +73621,0 +430733,1 +187712,1 +216777,0 +236330,1 +615817,2 +279661,2 +515797,1 +846929,0 +927705,1 +337882,2 +651214,1 +751056,-1 +248125,2 +659759,1 +44797,-1 +798117,1 +638313,-1 +204555,1 +540417,1 +352057,1 +799088,2 +934720,-1 +529609,1 +358662,-1 +704245,0 +932974,2 +531048,1 +71743,1 +767345,-1 +530839,2 +815047,2 +128752,-1 +39654,1 +132905,1 +116459,1 +165532,1 +502758,1 +284295,0 +29769,1 +818671,2 +201465,1 +663088,1 +184683,2 +281280,1 +496917,1 +229445,2 +906993,0 +734003,1 +970888,1 +75892,-1 +829171,1 +487955,1 +127968,1 +274632,-1 +731069,1 +221632,1 +769168,1 +641285,1 +454883,1 +821566,1 +314629,2 +82988,0 +696785,0 +797805,0 +525201,1 +599152,1 +466357,-1 +191679,1 +777617,1 +3581,1 +176471,1 +188510,1 +852019,2 +687573,1 +1499,1 +687976,1 +815050,1 +670948,1 +321255,1 +683149,2 +157906,1 +723426,1 +977979,1 +693058,1 +917095,2 +197950,2 +812383,0 +122505,1 +913830,2 +286098,-1 +76092,1 +544534,1 +370160,0 +527515,1 +617472,1 +177127,2 +173098,1 +328325,1 +443275,1 +662169,1 +745784,1 +877890,1 +129486,0 +57431,2 +184494,2 +653677,1 +77414,-1 +766841,1 +340443,2 +331063,-1 +560136,0 +791454,1 +804182,1 +996054,0 +997577,1 +678955,2 +146227,2 +299148,1 +964213,1 +703910,2 +651805,2 +360112,2 +554929,-1 +460850,-1 +266567,1 +988459,0 +54960,2 +262128,1 +390911,1 +663234,1 +207607,1 +166012,2 +215025,1 +819232,1 +738464,1 +152114,1 +812759,1 +249602,2 +802862,1 +713304,1 +577367,-1 +491349,1 +652650,0 +967930,1 +900531,-1 +869994,1 +677812,1 +576783,1 +401607,1 +935016,1 +743175,-1 +966359,1 +208243,1 +332009,1 +486157,1 +343615,1 +462164,1 +407405,2 +931719,1 +642445,0 +940529,1 +693850,2 +846956,1 +999669,1 +256463,1 +37534,1 +930321,1 +495749,1 +363368,1 +482774,2 +968706,2 +984473,1 +537348,1 +511380,0 +74611,2 +714843,-1 +83398,0 +953071,2 +644182,1 +636836,2 +591233,2 +479785,-1 +366080,1 +86880,1 +285987,0 +560727,1 +248082,0 +53406,1 +152769,1 +953075,2 +798231,1 +596716,2 +496433,1 +68652,-1 +415102,2 +247580,1 +739680,1 +467608,2 +120848,1 +799462,1 +580292,-1 +943835,0 +990402,2 +955360,2 +947963,2 +784748,0 +502914,0 +365296,2 +158992,1 +471246,1 +345671,2 +687199,1 +321723,2 +174439,1 +442391,1 +750827,2 +171801,1 +165677,1 +563428,1 +464821,1 +116432,1 +204331,-1 +644706,0 +305351,2 +731500,2 +17208,1 +19337,0 +8755,1 +133797,0 +255140,-1 +627021,1 +914045,1 +763365,2 +655183,1 +773911,1 +411123,0 +125139,1 +647348,1 +335490,1 +660005,2 +612647,0 +53118,1 +402290,-1 +954816,1 +285572,2 +682172,1 +229711,2 +17840,1 +959088,-1 +638708,1 +940588,1 +288271,0 +961513,2 +46205,1 +27319,1 +634943,2 +895714,1 +875167,1 +78329,2 +867455,0 +470892,0 diff --git a/Advanced_Classification_Predict-student_data-2780/test.csv b/Advanced_Classification_Predict-student_data-2780/test.csv new file mode 100644 index 00000000..6402032b --- /dev/null +++ b/Advanced_Classification_Predict-student_data-2780/test.csv @@ -0,0 +1,12246 @@ +message,tweetid +Europe will now be looking to China to make sure that it is not alone in fighting climate change… https://t.co/O7T8rCgwDq,169760 +Combine this with the polling of staffers re climate change and womens' rights and you have a fascist state. https://t.co/ifrm7eexpj,35326 +"The scary, unimpeachable evidence that climate change is already here: https://t.co/yAedqcV9Ki #itstimetochange #climatechange @ZEROCO2_;..",224985 +"@Karoli @morgfair @OsborneInk @dailykos +Putin got to you too Jill ! +Trump doesn't believe in climate change at all +Thinks it's s hoax",476263 +"RT @FakeWillMoore: 'Female orgasms cause global warming!' +-Sarcastic Republican",872928 +RT @nycjim: Trump muzzles employees of several gov’t agencies in effort to suppress info on #climate change & the environment. https://t.co…,75639 +@bmastenbrook yes wrote that in 3rd yr Comp Sci ethics part. Was told by climate change denying Lecturer that I was wrong & marked down.,211536 +RT @climatehawk1: Indonesian farmers weather #climate change w/ conservation agriculture | @IPSNews https://t.co/1NZUCCMlYr…,569434 +RT @guardian: British scientists face a ‘huge hit’ if the US cuts climate change research https://t.co/KlKQnYDXzh,315368 +Aid For Agriculture | Sustainable agriculture and climate change adaptation for small-scale farmers https://t.co/q7IPCP59x9 via @aid4ag,591733 +"There is no climate change, Globalists! https://t.co/s9x0yNkhhS",91983 +Biggest threat to our economy is climate change https://t.co/oLzX7yZ9NF,67249 +RT @100isNow: He's CEO of a company that lied about climate change. Now he'll be Secretary of State. Meet Rex Tillerson…,143459 +RT @VICE: Venice could be swallowed by water within a century thanks to global warming: https://t.co/h9rvoxAoGA https://t.co/RPKeH8zyKo,663535 +"RT @Total_CardsMove: 'It's so warm outside because of climate change.' + +HA don't be naive. We all know it's because the Cubs are in the WS…",20476 +Niggas ask me what my inspiration was I told em global warming you feel me I'm too cozy,815297 +RT @SenSanders: We have a president-elect who doesn't believe in climate change. Millions of people are going to have to say: Mr. T…,274098 +RT @sccscot: We welcome recommendations published by MSPs today to improve Scotland's plan to tackle climate change #scotclimate…,30045 +"RT @yajairaxlove: Mid-November & it's hot as hell ... + +But global warming is a hoax oh.",681487 +Record-breaking climate change pushes world into 'uncharted territory' - The Guardian https://t.co/VCPiGKih5U,708966 +RT @AdamsFlaFan: #BigOilOwned House science chairman gets heat in Texas race for being a global warming skeptic https://t.co/uhFBfWJMwo,393689 +RT @thehill: Bill Nye slams CNN for having climate change skeptic on air https://t.co/5u8zGZh9hX https://t.co/DTCDdUGFOb,186705 +Michael Moore calls Trump’s actions on climate change ‘Declaration of War’ https://t.co/zR3aAQekQz #Eco #Green,233977 +RT @SenSanders: We have a president-elect who doesn't believe in climate change. Millions of people are going to have to say: Mr. T…,525794 +@LeoDiCaprio 's #BeforeTheFlood is such a masterpiece. Never knew so many things were associated with global warming.,863649 +@injculbard @martinstiff pretty sure I saw an article saying that we'd get more global warming after brexit. Maybe it was on a bus?,315964 +@pharris830 @EarthPlannr I do believe in climate change so what is Ackley are you referring to me being ignorant,588985 +Makes a free movie to raise awareness about climate change: https://t.co/uheSy4WMlF,669979 +RT @insideclimate: Gov. Jerry Brown warns Trump that California won't back down on climate change https://t.co/CO0p9PU3Fd,137059 +RT @joshgnosis: Ashby tries to divert questions away from Culleton back to climate change. Journos persist. Roberts walks out.,556915 +How to green the world's deserts and reverse climate change | Allan Savory https://t.co/lYwtQN6ZlQ via @YouTube,951973 +RT @94kristin: let's talk climate change,72939 +RT @mymodernmet: Photographer @thevonwong raises awareness for victims of climate change with epic shoot on a bed of lava…,205796 +"RT @SteveSGoddard: No matter how much Democrats scream and lie and protest and spread their hatred, the global warming scam will always be…",478581 +"RT @TIME: An entire Canadian river vanished due to climate change, researchers say https://t.co/gS6h3j6c9g",453375 +RT @davidsirota: WOW: “You and your friends will die of old age and I’m going to die from climate change.â€ https://t.co/tFswYjwczQ,555551 +RT @lizzydior: i might get out tomorrow and enjoy the global warming,219030 +RT @insideclimate: Gov. Jerry Brown warns Trump that California won't back down on climate change https://t.co/CO0p9PU3Fd,546209 +"RT @Khanoisseur: Same day Koch operative Pruitt takes down EPA climate change site, Trump crosses off another Koch wishlist item–exp…",416919 +RT @ajplus: A climate change skeptic says the United States is going to “shredâ€ the UN climate agreement. https://t.co/1hniHRGwNX,433824 +" Trump taps climate change skeptic Scott Pruitt to Head EPA + +https://t.co/q98URnVtwC via @ShipsandPorts",621526 +RT @People4Bernie: .@SenSanders and @joshfoxfilm speak about climate change and the global movement to stop it https://t.co/FegVS4OgaA,616108 +Incoming GOP assemblyman believes climate change is good because it hurts 'our enemies' https://t.co/59d4PkHf5I https://t.co/Yjfil1PBno,70943 +"RT @350: Climate change isn't just about global warming, it's also about extreme winter storms like Stella: https://t.co/kM519MurNO",153248 +Dismissing the findings of 97% of climate change scientists is like dismissing the medical community's findings that smoking is bad for you.,854719 +RT @SenSanders: We have a president-elect who doesn't believe in climate change. Millions of people are going to have to say: Mr. T…,616444 +RT @DavidRivett1: White House warns Prince Charles against ‘lecturing’ on climate change | New York Post. Or what? War with England? https:…,118418 +"RT @Carbongate: Physicist - CO2 does not cause climate change, it RESPONDS to it - Video https://t.co/lySZb7gClh",846132 +"RT @manny_ottawa: Climate Alarmists stop believing in fraud of Global Warming. +Fat Joe & Steve Aoki called 'climate change EXPERTS' +(…",443106 +"RT @thedailybeast: President Trump's https://t.co/dRGLCKgTXT disappears civil rights, climate change, LGBT rights… ",758958 +"RT @liontornado: millions of British aid 'wasted' on overseas climate change projects https://t.co/YvqyqyYyiP foreign aid, renewable energ…",376412 +RT @kurteichenwald: GOP can deny climate change. They should stop worryingabout coal & start pushing solar so coal miners can get work. htt…,667731 +A third of the world now faces deadly heatwaves as result of climate change .. https://t.co/9jdGH9XkOj #climatechange,222107 +RT @ClimateCentral: A new wave of state bills could allow public schools to teach lies about climate change https://t.co/7CJ6jAsUQR via…,349545 +"RT @morgan_gary: Malcolm Roberts, with 77 votes, takes aim at Australia's @CSIROnews over climate change https://t.co/DeJAFPIGGb",284026 +"Remember they wanted lists of who worked on gender issues, on climate change +Wanted names named +Here's why https://t.co/y7MkRecRO8",564727 +@jacobahernz scientists who study climate change. Not scientists in general like you had said,522979 +RT @vbs269: It's currently 70 degrees and could snow tomorrow and Sunday but global warming isn't real I promise,460970 +RT @annie_blackmore: Not only a colossal windbag but a climate change denier. I hope residents of Jaywick and Mersea are listening to Owen…,371750 +RT @nytimesworld: Much of the fertile land left in Africa is deep in its rain forests; farming there could accelerate climate change. https…,251299 +RT @CBSThisMorning: 'We now have a president in America who does not believe in global warming.' -- @richardbranson https://t.co/EQU4oz2H5q,485211 +"RT @RFStew: Doug Edmeades (Prof. Rowarth's partner in EPA crime) is an 'out' climate change denier. Surprise, surprise. https://t.co/bIwLld…",502976 +@crapo4senate So what are you doing about climate change?,623282 +Scott Pruitt has spent his career denying the science of climate change. He is a dangerous choice to run the EPA https://t.co/fYMsCIi3Cu,217605 +Corals survived caribbean climate change https://t.co/8ucN2vkn84,225330 +"RT @JacobAWohl: Liberals think that 'The science is settled on global warming', yet they deny the science of chromosomes and gender https:/…",58854 +Scientists seek holy grail of climate change: removing CO2 from the atmosphere - CBS News https://t.co/c8DMW3XC6S https://t.co/Un9yCrYjqQ,723671 +@ChelseaClinton I bet you it's the same number that don't believe in climate change. It's very scary they only believe him!,366409 +RT @leahyparks: Thanks for the insightful review & your passion for nature and solving our climate change problems. See photos at:…,704565 +RT @BrothersBarIC: I guess there are some perks to global warming. Open beer gardens in February. https://t.co/ZAAwZYRgYB,655925 +"RT @deray: Because of climate change, the US is relocating the entire town of Isle de Jean Charles, Louisiana. https://t.co/iW1pxEJcKW",717618 +Teens suing U.S. over climate change ask for Exxon's 'Wayne Tracker' emails https://t.co/WMDsGiptcY via @Reuters,922449 +"RT @kylegriffin1: Chinese premier to Trump: 'Fighting climate change is a global consensus, it's not invented by China.' https://t.co/tWsut…",729885 +"RT @JoshFrydenberg: Australian Government today ratified the Paris Agreement, reaffirming commitment to global action on climate change…",599133 +"RT @Shonka_Truck: 65 degrees in November? This isn't awesome, you morons. Earth is absolutely battered mate. Sorry, climate change turns me…",89885 +RT @nynjpaweather: Sharp changes due to cold fronts and low pressure systems isn't a direct relationship to climate changes. https://t.co/e…,249039 +RT @SpiritualSmoker: it's absolutely disgusting how big of a problem climate change it yet nobody seems to give a fuck,440750 +"Solving climate change is a complex topic, but in a single crude brus... #DavidJCMacKay #quotes https://t.co/5rFVuYbU9U",18663 +"RT @BraddJaffy: EPA chief Scott Pruitt says carbon dioxide is not a primary contributor to global warming https://t.co/jr2DSH842b +https://t…",314549 +RT @Slate: Bret Stephens’ first New York Times column is classic climate change denialism: https://t.co/uvLlKLAoAM https://t.co/rjPkTVMF9c,643414 +A river in Canada just turned to piracy because of global warming - Popular Science https://t.co/c4iFCNbo0B,61835 +"RT @NatGeoChannel: Watch #BeforeTheFlood right here, as @LeoDiCaprio travels the world to tackle climate change https://t.co/LkDehj3tNn htt…",659073 +"RT @PoliticKels: Don't worry about global warming. We're going to build a new Earth, a bigger Earth, it will be the best Earth ever #TrumpN…",178597 +Fatih Birol #NYTEnergy '. 2/3 if the climate change will have to come from the energy sector @GE_France @GE_Europe https://t.co/cvLVhHyN1r,152298 +"RT @Rockprincess818: Screw the left. repeal OCare, ignore their global warming religion, limit immigration, slash entitlements. These pe…",581943 +"CHECK OUT THESE WEATHER STORIES https://t.co/LwVzcPO30e Do Not believe the Global warming climate change stories sold by UN, Vatican & Obama",781913 +"RT @rcbregman: The many, many problems that a universal basic income can help solve, from climate change to stress to inequality +https://t…",336886 +RT @ECOHZ: Norwegian oil production and keeping global warming ‘well below 2°C’ https://t.co/DDXQ3WgsKU by @SEIresearch…,624852 +RT @censoj: The Calabar Super Highway creates challenges for climate change especially the tropical forest in the context of the transport…,655116 +RT @WWFScotland: RT if you agree we need to change climate change! #MakeClimateMatter https://t.co/9Y5A28VvZv,5591 +"RT @rhysam: Look forward to reading Malcolm Roberts' report into climate change, though I hear some of the words in yellow crayon are hard…",731620 +RT @SBSNews: US won't budge on climate change despite Indigenous groups and Arctic nations' pleas https://t.co/i7eJRCkD6B,872882 +Scott Pruitt climate change freakout: Calm down and carry on. https://t.co/IcK3khiiti,320393 +RT @JenLucPiquant: The US is relocating an entire town because of climate change. And this is just the beginning https://t.co/PuOVEVM9bR,353463 +US 'forces G20 to drop any mention of climate change' in joint statement https://t.co/WMpxqIT5rn https://t.co/QdVoaXETKn,816508 +"RT @GartrellLinda: RT to all still uninformed about climate change hoax +Top Scientist Resigns Admitting Global Warming Is A Big Scam https:…",636325 +RT @ajplus: Diplomats at the UN global warming summit are very concerned about Trump's stance on climate change. https://t.co/wZ6VbM60K8,53058 +RT @kenklippenstein: Latest reminder that solving climate change would be incomparably less expensive than living with it https://t.co/NZJP…,725589 +I just want to save the planet 😔 climate change is YOUR problem too people!!,693559 +RT @pablorodas: ClimateCentral: Cities from Sydney to Oslo are setting more ambitious targets to cut climate change than their nat… https:/…,66255 +"Soooo was there a search criterion here other than 'scientists who are unconcerned about climate change'? + +https://t.co/NS8K1HAEew",218797 +"RT @justpaulstuff: @charliekirk11 I suppose it was climate change that hit Galveston in 1900 and left up to 12,000 dead. These people…",307092 +@TheLurioReport we had a way to get our guys into orbit... ares v would have flown already. priority has been on global warming sats,188557 +"RT @JaredWyand: Steve Bannon means bye bye to the climate change scheme we're spending $22,000,000,000 a year on for 'research' + +https://t.…",137392 +RT @Global_Call_: A huge thank you to the thousands of people all over the world who stood for #LandRightsNow to fight climate change. http…,597086 +Nor have you looked at the scientific research on climate change. https://t.co/yVACxuKjE9,96006 +I actually like Hilary because she endorses alternative energy.. Donald says climate change is a hoax by the Chinese..,330509 +RT @TB_Times: Trump administration disbands federal advisory committee on climate change https://t.co/BfXXiu1YUN,78639 +"RT @NatGeoChannel: Watch #BeforeTheFlood right here, as @LeoDiCaprio travels the world to tackle climate change https://t.co/LkDehj3tNn htt…",536231 +RT @SenSanders: We have a president-elect who doesn't believe in climate change. Millions of people are going to have to say: Mr. T…,304814 +RT @SustDev: We need a healthy ocean to fight climate change! Register your commitments to #SaveOurOcean https://t.co/bnyOFek3IL https://t…,553696 +@FaceTheNation It is a hoax...hasn't been any global warming in 17 years...fact,455898 +Here's what President Trump's executive order on climate change means for the world https://t.co/mnM8BvsgPW by #CNN… https://t.co/HHl1j1AsAj,745466 +"RT @Alex_Verbeek: �� + +Jane Goodall calls Trump’s climate change agenda ‘immensely depressing’ + +https://t.co/OtlnzQAyhQ +#climate…",846719 +RT @YourTumblrFeed: stop global warming i don’t look good in shorts,722710 +"German economy minister blocks agreement on climate change plan + +By Markus Wacket | November 9 2016 (Reuters) Germa… https://t.co/0TCfaIJoVa",989172 +RT @JuddLegum: 5. As a party the GOP is untethered to reality. There is no 'debate' about whether climate change is real. But most Republic…,492079 +RT @affair_state: Crowding out low-carbon alternatives that are critical to avoid dangerous climate change. #ClimateChange,315869 +"@redwombat101 it's a freak occurrence affecting people who never get asthma, becoming common in Victoria due to climate change effects",32675 +"RT @richardabetts: As far as I can tell, nobody other than the journalist is claiming this to be due to global warming! https://t.co/eECCuv…",959684 +RT @ICN_UK: Holy See calls for 'intergenerational solidarity' to deal with climate change - Independent Catholic News https://t.co/Hcnx7ujc…,641938 +RT @BitsieTulloch: Happy 💀🎃🕸! Want to see something truly scary? @NatGeo & @LeoDiCaprio made a great documentary about global warming: http…,933443 +"To the left wing lunatics promoting global warming, go look outside, dummies #SolarEclipse2017",458401 +"@inferillum @johnpodesta @ChadHGriffin sister, and his views on the pipelines, climate change issues is endgame for me. I can't do it.",554994 +"RT @Green_Footballs: Trump has asked for lists of names of climate change scientists, women’s rights advocates, & now anti-terror officials…",461467 +An Antarctic volcano caused rapid climate change at the end of the last ice age https://t.co/fD2luakE3c,902353 +"RT @UlrichJvV: THIS! 'To find solutions to climate change, we have to look at the bigger picture.' https://t.co/QWWBKfpog6…",178794 +Fire the bums...that will give them a little climate change...no more tax payer funded incomes for #FakeNews source… https://t.co/Fi9x6J4isn,387356 +RT @Crazycook99: Predicting climate change 100 years ago. @AltYelloNatPark @ActualEPAFacts @RogueNASA #ActOnClimate #climatechange https://…,380276 +"RT @michael_w_busch: Reminder, everyone: Extreme heat events are becoming much more frequent due to the climate change we've caused. We…",824355 +Agree people claiming CO2 is positive for plants & global warming is good are absurd. Limited effect in some cases… https://t.co/0XwxGifuZT,685606 +RT @faIIoutbay: do you believe in global warming? rt after voting,85488 +If you haven't watched @LeoDiCaprio climate change documentary 'Before the Flood' you have to! He knows what he's fighting for! ðŸŒðŸŒ🌎🌳🌲,50608 +No shortcuts! Fight climate change for real. Go solar 💚🌎✅ #cleanenergy #renewables #protectmotherearth https://t.co/QNOhkW8ZhZ,447977 +Marrakech test for momentum to fight climate change https://t.co/AM1vMenxnm,943930 +RT @SethMacFarlane: HRC proposes installing half a billion solar panels by the end of her first term. Trump thinks climate change is a hoax…,183083 +Centrica is a world leader for action on climate change https://t.co/gKyCvSKHhM | https://t.co/xgCuk25En6,359626 +RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,810128 +RT @CivilJustUs: How do they expect us to care about global warming with all this penguin on penguin crime?? https://t.co/HypysWHvVV,380913 +RT @cnni: 'One issue your great-great-great grandchildren will talk about in reference to the Trump years is climate change' https://t.co/7…,516209 +Once you start to look into the guts of climate change you find th... #PeterGarrett #quotation https://t.co/7uYhxUepRe,993538 +"If the website goes dark, years of work we have done on climate change will disappear' says anonymous EPA staffer https://t.co/B7U0XHd4VF",594772 +RT @business: China tells Trump climate change isn't a hoax it invented https://t.co/eWVQtI28t3 https://t.co/7qV3RfzTTE,22428 +This sounds exactly like his 'China made up global warming' tweet. https://t.co/SShcjH8VjQ,991876 +"Nature, not human-induced climate change, could be cause of up to half of Arctic sea ice loss ???https://t.co/5bqYhKhxcY",504172 +"RT @NimkoAli: Its 2017 and we are about to give DUP power. DUP who are: +- anti-abortion +- anti-LGBT rights +- climate change deniers",283272 +I'm wearing a flight jacket in February in NYC. Life's good. Or global warming 🤷🏻‍♀️,914599 +Rising conservative voices call for climate change action https://t.co/95QwmxBtIP,752129 +"After a really well-written article on Huffington Post, I'm now 100% convinced mankind causes global warming.",701957 +Realizing I can't even make small talk about the weather because then I'll just go off on global warming,858489 +#climatechange The Drum How Twitter and Carbon Brief are helping climate change scientists… https://t.co/RxkuliUOXT… https://t.co/Y9rHTQpSip,221704 +"RT @astro_luca: Just a reminder: global warming is not a political argument but a fact, to which we must react with global policies https:/…",409406 +RT @RLangTip: How to import 100 years of Eurpoean climate change data into R: https://t.co/xqrMLpvqmf #rstats,468372 +Al Gore offers to work with Trump on climate change. Good luck with that. - The Washington Post https://t.co/zIbd0bSx4P,818509 +RT @BernieSanders: #ImVotingBecause the future of the planet is at stake. Hillary Clinton will combat climate change. Donald Trump thinks i…,204729 +RT @brianschatz: How about every time someone participates in a Bernie vs Hillary argument you talk about climate change?,394896 +"Doctor: if you don't change your ways you'll die young. +Me, thinking of the horrors of climate change awaiting us: that's the idea",397593 +"RT @avansaun: Docs say climate change makes Americans sicker, while #GOP takes away #healthcare and ignores climate https://t.co/ssMsud8ln…",465474 +"RT @radioheadfloyd: Polar vortex shifting due to climate change, extending winter, study finds - The Washington Post https://t.co/iKjoQOumCN",450344 +@DressingCute and then I remembered global warming... never mind I'm packing flip flops,502719 +"RT @Greenpeace: In the era of climate change, Egypt's farmers are learning how to adapt to their drying land https://t.co/bzF8CKe8kz https:…",816499 +RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,291002 +"RT @ret_ward: In the age of Trump, a climate change libel suit heads to trial https://t.co/5ZfbZF8jN3",301225 +RT @OldWrestlingPic: More proof climate change does exist as hell has frozen over. Great to see @TheJimCornette will do this. A cant mis…,402773 +RT @Seasaver: #InternationalForestDay Kelp forests are disappearing due to climate change. #SOSKelps #IntForestDay ��Kyle McBurnie https://t…,81233 +RT @BernieSanders: 'The concept of global warming was created by and for the Chinese in order to make U.S. manufacturing non-competiti…,642569 +"If we subsidized the switch to clean energy as much as we subsidize big oil, we could EASILY slow or halt climate change. Why aren't we?",900041 +RT @MJRLdeGraaff: Global warming is fake! RT World leaders duped by manipulated global warming data https://t.co/dEsGezkkJK via @MailOnline,67900 +RT @theintercept: Covering disasters like #Harvey while ignoring climate change fails in the most basic duty of journalism. https://t.co/7m…,237131 +RT @KyleKulinski: A state lawmaker in Maine has introduced a bill that would affirm climate change denial as free speech in the state. http…,311030 +RT @scienmag: A new study provides a solid evidence for global warming https://t.co/aGrzioONra https://t.co/rJ5cdjSEoN,975455 +RT @BougieLa: A head of veteran affairs that's not a vet.An anti climate change person to head the EPA.An anti public school person to look…,69232 +"RT @nytimesphoto: How do you visualize climate change? For 8 stories in 5 countries, a NYT photographer captured aerial views.… ",156024 +RT @EmperorDarroux: Scientists copy climate change data in fear of a Trump crackdown https://t.co/A64VqMu4r7,268543 +"RT @JacobAWohl: So far, so good // #MAGA +* Dismantling climate change initiatives. +* Extreme Vetting +*Enforcing regulatory reform +* Protect…",586693 +RT @SenSanders: If we don't address climate change there'll be more conflict over limited resources. We must listen to scientists not fossi…,709157 +"RT @CBSThisMorning: How climate change is changing the landscape of @YosemiteNPS, ahead on @CBSThisMorning: Saturday. @PBSNature https://t.…",582003 +RT @NishaCarelse: I have a soft spot for animals and nature that's why i firmly believe in climate change^^#ClimateAction🐼🐻🐝🐠🐚🌷🍀🌎,689136 +RT @richardabetts: 'Man-made climate change is real with 'no room for doubt' say experts' https://t.co/Toz0r4QtAd - Mail on Sunday @MailOnl…,953619 +"RT @PeterWSinclair: @KatyTurNBC please compare coverage of 'email' nonsense with climate change, Russian gaming of election. Get back to me…",971710 +"RT @africaprogress: By threatening basic human needs, climate change will be a catalyst for instability, migration and conflict. https://t.…",809619 +RT @BruceBartlett: The problem with NY Times and climate change isn't what you think https://t.co/lV8mRiY9UI https://t.co/G5AzeLtX1U,595597 +RT @mashable: Trump administration begins altering EPA climate change websites https://t.co/bybwPqRf8s,274499 +"RT @EcoInternet3: In generational shift, college Republicans poised to reform party on #climate change: Reuters https://t.co/YPnBGKZug5 #en…",771063 +"Christiana Figueres, former head of the UN climate change body, on climate action that is already showing. https://t.co/TMhjHXglfV",597739 +"Its possible he may be right about climate change, but then again its possible he would have been 242 ripped withou… https://t.co/5GopBWdZpR",110053 +@fernhall22 so scary to think that global warming is happening quickly & our current president doesn't even acknowledge this prob #uwleng110,723442 +RT @Dory: if global warming doesn't exist then why is club penguin shutting down,881554 +Is carbon dioxide a major contributor to global warming? https://t.co/TUzaCZgIP1,704923 +RT @PopSci: How climate change is threatening American agriculture https://t.co/eNm6EByzN9 https://t.co/maAnBrgewA,822018 +RT @guardian: Reindeer shrink as climate change in Arctic puts their food on ice https://t.co/42B1NxCSh9,505322 +"RT @ErikSolheim: Poor countries suffer most from climate change. +Sadly, no surprise there. +New map shows impact on debt default.…",120776 +RT @OllieBarbieri: Country with the 2nd highest greenhouse gas emissions on the planet just elected a climate change denier as president. #…,404757 +RT @latimes: You can now figure out how much you're contributing to climate change https://t.co/UVvBJk9VBL https://t.co/3IAx9ISczr,811053 +The kids suing the government over climate change are our best hope now: https://t.co/bTBoh0hJSJ via @slate,317696 +#EarthToMarrakech: COP22's digital call-to-action on climate change https://t.co/R6HnPut3uq #SoloConectate,734766 +"RT @ProSyn: Like it or not, humanity will remain globally connected, facing common problems like climate change and terrorism https://t.co/…",841196 +RT @srpeatling: . @SenatorHume: 'Perhaps Senator Rice can enlighten us as to which piece of anatomy really does cause climate change.',400682 +"RT @cstclair1: Climate researchers cancel expedition after climate change makes conditions too dangerous +https://t.co/9v0KYYa9o1 https://t.…",649511 +"This is really bad news about the effects of unchecked global warming. Good reading, well researched. https://t.co/16zcrx1w8u",740566 +Friends voting Trump: Do you also not believe in global warming or do you just find other issues to be more important? Genuinely curious,798359 +"RT @haveigotnews: White House claims President Trump’s views on climate change are 'evolving', although they're currently at single-celled…",861578 +Palace to study PH move on climate change deal https://t.co/7toTuoiUNk placating ramos after his blast of duterte,5417 +"No more coffee cuz of global warming!? How am I suppose to drink my whiskey in the morning, plain like some kinda alcoholic?",609894 +RT @thehill: Sanders tears into EPA head for saying CO2 isn't a 'primary contributor' to climate change https://t.co/jlcZmbdU9z https://t.c…,174874 +@realdonaldtrump Sheila Gunn Reid's reports from the UN climate change convention in Morocco https://t.co/QFvq8CCsTk,227482 +RT @SiniErajaa: Most wood energy schemes are a 'disaster' for climate change tells @BBCScienceNews on new @ChathamHouse report https://t.co…,316886 +"A State Dept. climate change page has changed, providing another clue about Trump's approach to climate change… https://t.co/xGCOzQFz3I",112798 +RT @DavidCornDC: This is the brilliant mind people were counting on to persuade Trump not to pull out of the Paris climate change ac…,44507 +RT @barelypolitix: Sweet to go from a president who said climate change is biggest threat to world peace to Trump who recognizes & acts upo…,444423 +"USDA will reprioritize $43 million for safety & restoration efforts in CA, but says limited resources & climate change limit efforts. 2/2",878768 +"It is happening now. Millions of humans are forced to flee armed conflicts, climate change, inequalities, and... https://t.co/p92QkQ3sXm",951095 +"RT @USARedOrchestra: Trump said climate change is a hoax, then warned of its dire effects in app to build sea wall at Irish golf course. +ht…",970445 +RT @KyleHazlewood: By far the largest issue our generation faces is climate change & we just elected someone who thinks it was conjured up…,208227 +RT @JonCozart: But if he doesn't combat global warming there won't be any more snowflakes to make fun of,545402 +"RT @TrickOrTreackle: Denying evidence of climate change is like finding odd spots in your intimate regions, and denying that genital herpes…",498559 +RT @EnvDefenseFund: Spring came early this year – it’s no surprise that climate change is the culprit. https://t.co/Reu3yJRKKp,454769 +RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,490905 +RT @JustForFun7405: Don't believe global warming is a real thing? Take a look at this https://t.co/Ju0JY2jsKR,343981 +How do we get @realDonaldTrump to believe in climate change?? #BeforetheFlood,891649 +"RT @Reuters: In rare move, China criticizes Trump plan to exit climate change pact https://t.co/XM7qUmahdX https://t.co/NA2yg8JkP9",794296 +12 economic facts on energy and climate change via The Hamilton Project UniversityofChicago Brookings... https://t.co/mVE4fjKBVc,669149 +Trump admits climate change is real in application for sea wall to protect his golf course. https://t.co/hqyeUCNTyz,104997 +RT @comicwade: donald trump refused to believe scientists so they sent in leonardo dicaprio to educate him on climate change and environmen…,54711 +RT @comradewong: Trump trying to speak on climate change = classic Trump word salad. Take a look at this exchange with NYT. https://t.co/yl…,756770 +RT @cnni: The mental health implications of climate change https://t.co/hLkxBxj4YS https://t.co/HcPOm814yW,632633 +@sweetestsara They all get to die of old age when we'll die from climate change,882503 +"India asks developed countries to provide finance, tech support to developing nations to tackle climate change thr… https://t.co/wXkN39q01L",604089 +RT @JunkScience: Gov. Moonbeam burdens poor with higher taxes to solve the imaginary problem of global warming. https://t.co/3uXLbx3KoF,37591 +RT @kwilli1046: Monster snowstorm in Colorado forces postponement of climate change & global warming rally https://t.co/TlQUazU9kj https://…,304290 +.@jaketapper @brianstelter @BretBaier have any of you ever done a story on geoengineering and how it relates to climate change?,167356 +RT @kurteichenwald: China is now explaining the history of climate change science/politics 2 underscore to Trump they didnt do a hoax. God…,398680 +"Trump talks climate change with Leo DiCaprio #RedNationRising +https://t.co/pHHGtEXzyC",268980 +"@alroker AL. I might be related to wright brothers, and i think I just solved global warming. I sent emails to everyone!",485450 +RT @AndyBrown1_: Harvey should be the turning point in fighting climate change https://t.co/OrLJc5P3A8,246743 +When are we gonna stop just talking about climate change and actually do something about it,83632 +"RT @NadiaRashd: 'Planetary Health' calls for addressing nexus of human health, environmental sustainability & climate change…",804653 +RT @SenSanders: We have a president-elect who doesn't believe in climate change. Millions of people are going to have to say: Mr. T…,614272 +"Food security +and climate change. https://t.co/fIQJspwCbe",699619 +CDC’s canceled climate change conference is back on — thanks to Al Gore https://t.co/WcRwtju9W0,128361 +RT @davidsirota: Florida faces one of the largest hurricanes in history -- and its state government is run by climate change deniers https:…,617614 +"RT @viktor_spas: El Niño on a warming planet may have sparked the Zika epidemic, scientists report - Washington Post… ",756863 +RT @climatehawk1: Sudan farmers work 2 save soils as #climate change brings desert closer | @HannahMcNeish @Guardian…,550624 +"RT @PuffnPuffin: @OtagoGrad @UN long ago blatantly stated the truth about their purpose and that of climate change. + +#GlobalWarming…",971913 +GOP senator on climate change: 'Mankind has actually flourished in warmer temperatures' https://t.co/JrqbTltIZ4 # via @HuffPostPol,597102 +"RT @NYTScience: In the Netherlands, climate change is not a hypothetical or a drag on the economy. It’s an opportunity. https://t.co/1za3lE…",468901 +"[FIRST ON TWITTER].@martinandanar: 4. Results of the United Nations climate change conferences held in Marrakech, Morocco | @dzIQ990",512603 +How climate change will stress the grid and what ISOs are doing about it https://t.co/1Y8PnE3JYZ,869 +"@rnadtown thanks 😢 im not dumping him over global warming, but ya know.",135515 +"RT @noaagov: Political leaders in Sweden take steps to actually address climate change, not dismiss it as a hoax created by China.",471002 +RT @CBCBakerGeorgeT: @EazyMF_E ðŸ˜ Reagan believed in climate change; Lincoln fought for civil rights; Wash. was actually in an armed revolut…,76054 +RT @weermanreinier: Wereldwijd veel meer windmolens = minder global warming = minder zeespiegelstijging = minder windmolens op zee ;-)…,835455 +RT @beforeitsnews: Stopping global warming is the only way to save coral reefs https://t.co/NEBN94ylgs,593722 +"#XRIM #MONEY business + +How do you save Lady Liberty from climate change? https://t.co/VafIjqTu9I https://t.co/XHbPLZ7aYc + +— Climate Chang…",209903 +RT @C_Coolidge: 11/30/2015: IBT: COP21: Full speech by Prince Charles to delegates at climate change talks in Paris https://t.co/MsWiRhv62I,311687 +I just joined @NatGeoChannel @21CF in combating climate change. Take action #BeforeTheFlood https://t.co/WHdOwIvo9X,38624 +Trump argues that reality of climate change depends on how much it might cost business. https://t.co/qpSGCe7EvE https://t.co/gDT29VYE6M,140169 +"RT @NatGeoChannel: Watch #BeforeTheFlood right here, as @LeoDiCaprio travels the world to tackle climate change https://t.co/LkDehj3tNn htt…",50739 +Writing about global climate change I'm going AWFF,134179 +"Farmers may see climate change as a seasonal issue, not long-term. Need awareness to trigger behavioral change @UNDPasiapac @humanaffairsUK",368885 +RT @lofalexandria: #Environment #Conservation #Science https://t.co/UOViK8WWjW US needs to lead the way in combating climate change | Four…,955073 +"RT @laurenduca: @PhilipRucker Harvey is what we can expect from the future of climate change, and American infrastructure is grossl…",642519 +"@EricBlake12 @KHayhoe One example was New York's gov. declaring that Sandy was a response to climate change, with no clear evidence.",849811 +Information is Beautiful: Extreme global warming solutions currently on the table https://t.co/Es5ONwa20H,377434 +"Hello, today I'm going to talk about global warming. I will talk about the definition of global warming, current situation,",61946 +I'm Jordan 14 years of age.I care about climate change. I've been learning about it at my school and it's a really big problem.@LeoDiCaprio,128149 +"RT @cnni: Depression, anxiety, PTSD: The mental impact of climate change https://t.co/omkeRmFZLQ https://t.co/PAlwHsHQhh",545779 +RT @BernieSanders: #ImVotingBecause the future of the planet is at stake. Hillary Clinton will combat climate change. Donald Trump thinks i…,145812 +"Want to help with conservation, climate change etc? �� #GoVegan + https://t.co/GxRDynjbtO",839220 +RT @Ha_Tanya: 'Nicholas Stern: cost of global warming ‘is worse than I feared’' https://t.co/wbSpI94NsN https://t.co/E7p5rA9CRG,23630 +RT @jalloyd4: The descent into #TrumpHell begins - chooses top #climate change skeptic to lead #Environmental Protection Agency https://t.c…,631635 +"Be careful, Lyin’ Ted Cruz just used a man, I have so powerful that politics is a great wall – we need global warming! I’ve",659284 +@chrispydog Green/Left divorced arguments over global warming from evidence & science to push wind/solar solution against nuclear. Foolish.,636800 +RT @BRAND_urban: 'The real challenge is not climate change but mind change' De wake-up call van Thomas Rau van @rau_architects bij…,246233 +"> Trump taps climate change skeptic Scott Pruitt to Head EPA + +https://t.co/3acbETtAES via @ShipsandPorts",224961 +RT @zellieimani: This is who was elected President. A man who believes global warming is a hoax perpetuated by the Chinese. https://t.co/Xy…,227170 +"RT @NatCounterPunch: As the earth gets hotter, the mass media coverage of climate change gets colder. https://t.co/xkhxbO98qC",24500 +"RT @AssaadRazzouk: In the new new world, China lectures the United States about climate change and the importance of cooperation betwe…",444613 +RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,173797 +"RT @Fusion: Imagine, if you will, a world where the media covered climate change the way it covers Hillary's emails:…",183700 +RT @insideclimate: Gov. Jerry Brown warns Trump that California won't back down on climate change https://t.co/CO0p9PU3Fd,305251 +"RT @QueenAmaaal: global warming really doing crazy things , how is the DMV having 70 degree weather in early February ....",487336 +China to Trump: We didn't make up climate change - Los Angeles Times https://t.co/ws0vJBAyaX,521403 +RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,741971 +RT @mishacollins: Good point! @realdonaldtrump IS the candidate who might end global warming by bringing us nuclear winter. DON'T BE…,171732 +RT @earthguardianz: Record-breaking climate change pushes world into ‘uncharted territory’ https://t.co/ybpZQPkOLF,354162 +We need to educate local communities about climate change & local strategies to tackle it- Mr Mungwe. @environmentza @Youth_SAIIA @CANIntl,572875 +"@nytpolitics Wow, it speaks?!! Sad that poster child of 'white privilege' is so pathetic. Diabetes caused by 'climate change'....#yikes",337961 +"RT @neilvic: Peatland restoration plan to cut climate change gas emissions: +https://t.co/5wNTEADiN7 #peat #Scotland #climate https://t.co/w…",39327 +RT @joshuasimmons: I don't know how to convince someone climate change poses an existential threat to humanity without news stories or stat…,666488 +But climate change is a total hoax! https://t.co/RkfyBTkAKZ,686787 +future generations will study how inbred morons in the south and Midwest elected a man who denied global warming in 2016,248289 +RT @jawja100: Scott Pruitt’s office deluged with angry callers after he questions the science of global warming https://t.co/otakslZ7Wa,644357 +RT @EELegal: The Rockefeller family have a secret “climate change” plan they are trying to force on the country https://t.co/1xIYA6EEgu,106812 +RT @theecoheroes: Nearly all coral reefs will be ruined by climate change. #environment #climatechange https://t.co/YWBJRByCGV https://t.co…,492300 +RT @ajplus: President Trump plans to cut funding for programs fighting climate change. https://t.co/EkOfXl3Wns,929522 +@JesusSancen gonna tell adrean this proves global warming don't exist,827492 +@kgpetroni @HellaHelton @tmcLAUGHINatyou oh yeah global warming is destroying us dead ass,92888 +RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,748860 +#Election2016 #SNOBS #Rigged #StrongerTogether #Debate climate change is directly related to global terrorism https://t.co/6SoXS32CqO,544547 +"@bgreene I'm a believer in climate change, Brian, but you work against changing minds comparing short term forecast… https://t.co/TRktTokz24",970736 +"RT @ChrisJZullo: How can Anthony Scaramucci represent administration when he believes in climate change, marriage equality and is pro-choic…",805808 +Bet my bottom dollar that the 'climate change' beloved of establishment 'scientists' has the politically-coded impl… https://t.co/zb8UBaeaAh,320551 +"On climate change and the economy, we're trapped in an idiotic netherworld | Greg Jericho https://t.co/LG4ldNgwLR +We must drop stupidity",210944 +EPA chief Scott Pruitt doubts carbon dioxide the main culprit in global warming https://t.co/DIN3LLvPs8,109631 +RT @David_Ritter: Last night @NaomiAKlein called out the IPA for their destructive nonsense on global warming right there on #qanda https:…,251292 +RT @LionelMedia: It's okay. Jets and cars don't cause global warming. Relax. https://t.co/7gArgQCtCX,170364 +Importance of climate change emergency prep work https://t.co/SbRMvroWi7,948426 +RT @JoshuaMound: Good news: We might all die from infections before global warming gets us. https://t.co/3105a0nvZd,780776 +RT @rickygervais: The Whitehouse is being filled with creationist climate change deniers. But on the plus side God will give your grandchil…,693604 +"RT @F1isP1: Toxic air is bigger threat to plants than climate change + +https://t.co/cnWrtI5TKw @CleanAirLondon",799998 +@karlglazebrook @MJIBrown I'd love to see Dumb Nation's Royal Commission on climate change. Judges are trained to evaluate evidence.,373943 +Soils help to combat and adapt to climate change by playing a key role in the carbon cycle https://t.co/KlqoMlrRJ1 via @FAOKnowledge,593149 +"RT @Klimaatactie: system change - not climate change! +the scientist promoting radical climate action, and a Marshall plan for climate…",264289 +"Describes the global warming supporters, actually>>@ClimateOpp",479344 +RT @kurteichenwald: China is now explaining the history of climate change science/politics 2 underscore to Trump they didnt do a hoax. God…,820909 +"@djrothkopf Anybody who denies climate change, an existential threat to our society, is not qualified to lead at all at any social level.",492817 +RT @SenSanders: We have a president-elect who doesn't believe in climate change. Millions of people are going to have to say: Mr. T…,831733 +https://t.co/KoFxLDRxzy great Sat night documentary to watch. Had no idea the impact of beef consumption on climate change.#BeforetheFlood,405413 +Google:Here is the worst defense of climate change skepticism that you will ever see - Washington Post https://t.co/q8Pam8N1dU,685176 +"@katlivezey @By_Any_Means1 @CalicoFrank Prayers are nice, but combatting climate change is what reality matters.",982870 +VERY important thread about climate change 👇👇 https://t.co/7vo8cs8QNx,92655 +"It's already happening: Hundreds of animals, plants locally extinct due to climate change https://t.co/2wDulkVYCG",929710 +RT @CNN: No snow where there should be. Bleached anemones. Cracks in the ice. This is what climate change looks like:…,365298 +CNN News Services: Pivots on climate change https://t.co/ae5xnDwFlS,597644 +"@WSJ @greg_ip They need to move, relocate, the coastal waters are going to continue to rise with global warming and… https://t.co/TmemB9vMlH",908494 +The left and right agree: Fox News destroyed EPA chief Scott Pruitt over climate change https://t.co/fJ1iUYY7dn,532450 +You need to understand climate change is fact not fiction,431470 +RT @samsteinhp: FWIW. we have probably lost the battle against climate change tonight,261786 +RT @MazzucatoM: The challenge is to think of modern ‘missions’ e.g. around climate change and ’care’. A new ‘direction’ for innovat…,126953 +"In rare move, China criticizes Trump plan to exit climate change pact https://t.co/PpP0Pu876A #Politics #News",157454 +"Top story: On climate change, Scott Pruitt causes an uproar — and contradicts t… https://t.co/HHpinYfsRl, see more https://t.co/9G5vNeGFfd",911863 +foodtank: The futureoffoodorg & BarillaCFN bring together diverse voices to discuss climate change and our food sy… https://t.co/KSnF7M6uLd?,968491 +"@ladylubbock2 hey Monty, saw your tweet, yep, global warming is freezing us to death.Cycle of Earths climate.Smiles.",341684 +"RT @anchor: Vault built to protect seeds from world-ending scenarios gets flooded after climate change melts ice. ❄️ + +Hear more…",868000 +RT @Reuters: Most Americans want 'aggressive' action on climate change: Reuters/Ipsos poll https://t.co/qSwNJjXOCq,937870 +"iMariaJohnsen: _shirleyst I suggest to create a section about climate change. They're removing information about it, so it's a hot topic to…",196243 +Humans stay shooting themselves in the foot. Maybe global warming is inevitable. It’s the end of the this global weather era too. LOL,749947 +RT @kinghyungwon: why would you leave an entire country in the hands of a man who thinks global warming is a hoax created by china https://…,10201 +"RT @washingtonpost: Without action on climate change, say goodbye to polar bears https://t.co/2skrIj2eTF",861465 +"RT @Schneiderman: With EPA chief @ScottPruittOK deny㏌g basic scientific consensus around CO2 caused climate change, I'm ready to prote…",418775 +@hawkyle88 I remember reading a climate change impact card with wildfires as one scenario. I always thought it was… https://t.co/2Op9f4DA21,561942 +RT @EmperorDarroux: G20 summit shows Trump took U.S. from first to worst on climate change in under a year https://t.co/Ok1INhpRYK,61831 +PM Nawaz orders disbursement of Rs 553m across Pakistan to fight climate change https://t.co/QAQD2srEXL https://t.co/Sq5YLRZZvS,224428 +RT @KurtSchlichter: I am a climate change denier. How long should I spend in jail for my heresy? #caring,470738 +"Blaming everything on global warming +https://t.co/0sRrP7YEYG",694377 +"RT @b9AcE: Somewhere in the anti-science 'debate' on climate change, we seem to have forgotten e.g. acid-rain. Poisonous algae boom, statue…",557591 +"RT @kelkulus: Irony: Florida, a state in danger of being washed away due to rising sea levels, just elected a guy who denies climate change…",504856 +RT @lisang: Macron invites American climate change scientists to come do their research in France. https://t.co/Icj12yfvKr,988980 +President has not been honest in acknowledging limitations of his commitment to the Paris climate change agreement. https://t.co/1xFcdPxDU8,811937 +RT @TheGlobalGoals: TWELVE of our #GlobalGoals are directly linked to climate change. The #ParisAgreement is essential for their succes…,78955 +"As Thatcher understood, Conservatives are not the true climate change deniers | John Gummer https://t.co/5B2a1WtUoW The Guardian World New…",166783 +"Um, monthly temperature averages are always brought to you by 'climate change'. https://t.co/kPvQhdIf6B",2520 +"RT @triodosuk: Now is the time for Governments, businesses & individuals to start taking climate change seriously and react by law…",268418 +RT @AngleseaAC: Humans on the verge of causing Earth’s fastest climate change in 50m years (Poking an angry bear�� #auspol #springst) https:…,911873 +"RT @MisterSchaffner: ��Fuck global warming, my neck is so frio, I'm currently lookin' for +95 Leo��",380946 +"RT @SteveSGoddard: If global warming was a real problem, climate scientists wouldn't have to cheat, lie and tamper with data.",841067 +"DiCaprio's climate change doc wants Alberta to feel very, very bad. https://t.co/dDMOs1OQAI via @huffpostalberta",760341 +@realDonaldTrump When will you acknowledge the possibility that climate change is a real thing and it's negatively… https://t.co/FoAoj9VCJI,872864 +RT @AIANational: Architects are helping cities proactively address the possible dangers from catastrophic climate change impact:…,833511 +"RT @nytimesworld: As negotiations over the world's biggest trade deal are set to begin, Canada wants climate change added https://t.co/gXqN…",795400 +From @voxdotcom - Blue states and cities are pulling an end run around Trump on climate change.… https://t.co/P7ZfMsnuf7,947288 +Thank God global warming isnt real. https://t.co/SeWiEgfczq,97754 +Niggas ask me what my inspiration is I tell em global warming,848402 +Prince Charles co-authors Ladybird climate change book https://t.co/fRLGtSY7Rh https://t.co/BCqLDz5toe,77036 +"This device could read the story of climate change denier, try focusing on solutions.",280663 +RT @BellaFlokarti: Shortsighted Budget 2017 ignores health impacts of climate change https://t.co/kzityLXea2 @IndependentAus,654324 +"RT @msilangil91: Trump named an EPA head who is SUING the EPA on climate change. + +How is meeting w/ Al Gore and Leonardo DiCaprio gonna hel…",105628 +"RT @AUThackeray: While on one hand Centre speaks of Paris Agreement and our commitment to fighting climate change, locally we damage Aarey…",227665 +Scottish Parliament committees question ambition of draft climate change plans | Holyrood Magazine (@holyrooddaily) https://t.co/ny6kr4M2Ni,169839 +"You mean global warming really IS fake? + +https://t.co/rupyvFGiea",334216 +@geeoharee The reply to that tweet joking that it's due to climate change and UV radiation ��,502105 +RT @pablorodas: #climate #p2 RT Energy Department closes office working on climate change abroad. https://t.co/IBU54ifHlz #tcot #2A https:/…,174279 +"RT @EnvDefenseFund: What we do, and don’t, know about the Southeast wildfires and climate change. https://t.co/rZizqBn9NX",193681 +I see canada is not ready for global warming @JustinTrudeau all I see is fire and we are using old planes that can't keep up sad !!,457324 +@ianbremmer @SophiaBush And according to @realDonaldTrump climate change is just a hoax! What a fucking moron!!!!,562231 +RT @WakeUp__America: Retweet if you know climate change is caused by humans & that we need to work towards transforming our energy system a…,254480 +"RT @nickgourevitch: Recent Quinnipiac Poll: +73% of public concerned about climate change +Trump response: +Ban the phrase 'climate change' +ht…",432635 +"@jules_su @realDonaldTrump Jules you're a couple hundred yrs late to worry about climate change, man-up & accept th… https://t.co/d63gkOeK4R",916814 +RT @eugenegu: Hurricane #Irma coming on the heels of Harvey shows that climate change is not a political issue. It's a humanitarian one.,217862 +RT @SenSanders: We have a president-elect who doesn't believe in climate change. Millions of people are going to have to say: Mr. T…,454694 +Cities best armed to fight climate change: UN climate chief - Reuters https://t.co/nKMsaPi3eq,512554 +The US has the most people that believe in angels in the world. Yet global warming is too ridiculous of a concept for our new leaders,249736 +RT @yournewswire: Trump forced UN to stop making it compulsory for nations to contribute funding to global climate change programs. https:/…,979904 +RT @christian_aid: Paris Agreement shows 'on climate change we actually are witnessing an era of global cooperation and consensus': https:/…,841942 +Doctors warn climate change threatens public health https://t.co/9dLIczp229 by #sciam via @c0nvey https://t.co/jOLacOku0x,141852 +RT @kristilloyd123: Rahm Emanuel revives deleted EPA climate change webpage https://t.co/7wpo8X3HF3,279014 +RT @GeorgeSerafeim: The 3% of scientific papers that deny climate change? A review found them flawed #climatechange #Sustainability https:…,511552 +Canada’s permafrost is collapsing thanks to climate change https://t.co/LQcB1MK4w8 via @vicenews,502057 +"RT @kurteichenwald: In full page ad in NYT in 2009, @realDonaldTrump called for urgent action on climate change. Which does he believe? htt…",822243 +RT @YarmolukDan: Hopes of mild climate change dashed by new research https://t.co/7rZHcm0jxM #climatechange #environment https://t.co/g3qC3…,586976 +RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,870627 +RT @trishcahill: “Saying I didn’t know or I was just following orders doesn’t cut it. We’re talking about runaway climate change' Be…,809260 +Doomsday narratives about climate change don't work. But here's what does | Victoria Herrmann https://t.co/IIuz7XRgH9,258979 +RT @SethMacFarlane: HRC proposes installing half a billion solar panels by the end of her first term. Trump thinks climate change is a hoax…,342572 +One of the most troubling ideas about climate change just found new evidence in its favor https://t.co/SM2VIPc1Un,833715 +"Pope, Orthodox leader make climate change appeal to 'heal wounded creation' https://t.co/5XyJ3GCsbk",63205 +RT @BernieSanders: #ImVotingBecause the future of the planet is at stake. Hillary Clinton will combat climate change. Donald Trump thinks i…,327 +Russian President Vladimir Putin says climate change good for economy https://t.co/Axhp4OxPBm,286773 +RT @HarvardChanSPH: The psychological effects of climate change include 'pre-traumatic stress disorder' says Lise van Susteren https://t.co…,831328 +This obstreperousness from the panjandrums of the scientific establishment elides the query: if climate change is… https://t.co/sLZxeiBW9W,265516 +"RT @NPRinskeep: Reuters/Ipsos: 72% of Americans want 'aggressive action' on climate change, but 'few see it as a priority.'",988076 +RT @Colvinius: The President-Elect of the United States of America on climate change. https://t.co/KaBwT1GY64,92963 +RT @laylamoran: Seriously concerning. Hope we can raise climate change again on the political agenda asap https://t.co/KwuuBG1cza,813089 +RT @thehill: US is only nation to object to G20 climate change statement https://t.co/ZMEa4RtDyC https://t.co/Ch4qs2CGr7,372840 +Judge in environmental activist's trial says climate change is matter of debate https://t.co/zhQngJm3Ov https://t.co/cyqGnBDRyF,460869 +"RT @margokingston1: US withdrawal from climate change agreement should a trigger world-wide boycott of US goods + +https://t.co/yxXNz4pMDz",700900 +RT @JohnGab69864771: @lovingmykids65 Gore left WH. worth 500K now with climate change SCAM 150 million & buying beach front property after…,54421 +RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,83811 +"RT @qzindia: With Trump as president, China—China!—will be the world’s biggest champion of fighting climate change…",932229 +"Science Guy's climate change consequences: +-ice age averted +-Britain got a new wine industry +-White House leaks + + https://t.co/AC4prnYEnb",14731 +RT @MinajestyExotic: if global warming isn't real why did club penguin shut down??,416245 +RT @BernieSanders: Hillary understands climate change is real and creating devastating problems. Trump believes we should expand fossil fue…,91717 +"@ConservationCO @pmaysmith May I ask, 'Can you supply just one paper that proves climate change is real?'",37782 +"RT @colbertlateshow: Donald Trump called global warming “very expensive...bulls**t,â€ which is also the motto for Trump University! #LSSC h…",168950 +RT @kateauty: Ocean heatwave destroys Tasmania's unique underwater jungle | Climate Home - climate change news https://t.co/yPp3rtIZTu via…,791767 +"RT @SenSanders: On virtually every major issue — raising the minimum wage, climate change, pay equity for women — we are the majority",612474 +RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,863569 +RT @jaketapper: .@SenJohnMcCain is ‘uncomfortable’ with Pruitt stance on climate change and with enviros rejecting nuclear power. https://t…,833620 +RT @AtelierDanko: #cop7fctc Banning ecigs at a tobacco control conference makes as much sense as banning wind power at a climate change con…,831050 +Vatican urges Trump to reconsider climate change position https://t.co/MKIyRJzXBo by #Reuters via @c0nvey,327186 +RT @kylegriffin1: Energy Secretary Rick Perry just denied that humans are the main cause of climate change https://t.co/Shpm9nzj0g,70954 +These people are hysterical. At this point there are two sides of the climate change debate. Scientists vs. lobbyis… https://t.co/cMUk3vTucE,744906 +"Oh, they'll piss & moan about funding VA & the vets, embassies, education, climate change studies,etc. But can fund… https://t.co/uRS6PmkWU3",410805 +RT @RMetS: Tonight at 17:15 at Durham uni: Lecture on climate change & greenland ice sheet https://t.co/r9xdKPefh2 @GeogDurham https://t.co…,321290 +"@nubeshu, #ouijagame I am bored! I would like to talk about global warming.",560166 +"RT @LOLGOP: Let's see them prove climate change now! + +*iceberg sinks* https://t.co/LWTRLQyqiD",199999 +@luisbaram How bad will climate change have to get before you realise your mistake I wonder? That will be a terrible day for you I think.,520958 +RT @StevenMufson: Trump's energy sec just denied that man-made carbon dioxide is the main driver behind climate change https://t.co/ksLy3qj…,486093 +@bobinglis @republicEn said. Best hope #climate change is man made! So we can fix it with #sustainable #renewables https://t.co/64pNi0jWM1,433768 +RT @savmontano: Our president doesn't believe in global warming so we're all doomed regardless,170942 +Two climate sceptics to head EPA & ENERGY in Trump's cabinet. What will this mean in the fight against climate change? #AJNewsGrid,97769 +@globeandmail Fake News global warming lies,574580 +"You are so hot, that scientists, now, blame you for global warming #KateUptonMoveOver #AwesomeBeauty https://t.co/lxR50IRrCG",427983 +River piracy' is the latest weird thing to come out of climate change https://t.co/qPtOjHH2js https://t.co/AH5HXsFnnh,536786 +They don't believe in climate change for a start. https://t.co/CuZb7hxXfH,64572 +RT @likeagirlinc: “Repeat after me: Carbon pollution is causing climate change” by @NexusMediaNews https://t.co/GPr0XQVzSj,932658 +"RT @climatehawk1: For Colombia, the rain bombs of #climate change fell in the dark of night | @robertscribbler https://t.co/VraBDBIezv http…",875904 +"RT @capitalweather: In several decades, water may well be at this level every day (and much higher in storms) due to climate change:…",388184 +RT @vinnycrack: shes thinking about global warming tell your husband https://t.co/LWWFA5aoiC,448406 +"RT @MikeBloomberg: Women play a critical role in leading progress on public health, climate change, economic development, and more.… ",280094 +@JohnKerry @climate_ice @GarnPress @readdoctor trump cannot be allowed to block action on climate change Don't let… https://t.co/gZBDPBVGEr,196585 +"Everglades restoration report shows success, but climate change remains a challenge | Eurekalert https://t.co/FpEWffXGKf",297123 +"@Cris_Paunescu whatever. I don't come on Twitter to argue with climate change deniers 🙄. Monitoring the Environment is my job, so bye. 👋ðŸ»",583405 +"Defy 'Stalinist' global warming rules, says Trump's economic adviser + https://t.co/OtqRO2FRmK",749358 +"RT @JosephKay76: Business-as-usual climate change is heading for 4°C or more warming by 2100, which will create a world of growing uninhabi…",8540 +"RT @seestephsmile: I wish instead of global warming we had global cooling bc I hate the heat + +I know this tweet might be dumb, but idc hate…",92130 +About global warming: https://t.co/zpX7j7oVVW,682459 +RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,493774 +RT @Newsweek: Arctic climate change study canceled due to—wait for it—climate change https://t.co/jJkj9TRYU7 https://t.co/m8rQK4fmxP,81514 +New York AG: Sec. of State Tillerson used pseudonym 'Wayne Tracker' to discuss climate change while CEO of Exxon… https://t.co/W0c0XAmDYx,937131 +N.J. Republican rebukes Trump on climate change: JONATHAN D. SALANT / https://t.co/Huu4BeSODj - Rep. Frank LoBiondo… https://t.co/LhAUrOQrAP,683822 +RT @Liberiangyal: Lmfao global warming is gonna kill us but these mimosas and day parties in February ain't gonna attend themselves.,181932 +"RT @Craigipedia: @aravosis We'll never tackle climate change, nuclear weapons will proliferate, and science will stagnate... BUT BROS ARE M…",185061 +"RT @kurteichenwald: In full page ad in NYT in 2009, @realDonaldTrump called for urgent action on climate change. Which does he believe? htt…",718905 +@realDonaldTrump @NASA So you support this science which is just as real as climate change. You are some special hypocrite. #ImpeachTrump,467768 +RT @JohnFugelsang: & Donald Trump wants you know this proves NASA's part of that whole Chinese climate change hoax. https://t.co/Mc7346asP1,50360 +World leaders duped by manipulated global warming data https://t.co/or7OaBZ78o via @MailOnline,37282 +RT @DeSmogBlog: The environment is going to take massive hits at a time when the evidence of climate change is right before our eyes https:…,324725 +@LibsNoFun global warming will cause more snowstorms. do you even science bro? heat mixes with... oh just forget it,587613 +RT @ClimateNexus: The female mayors taking on #climate change https://t.co/dg9INmRtda via @ELLESouthAfrica #Women4Climate https://t.co/3CIy…,759085 +"@un_diverted @LaborFAIL @SenatorMRoberts 2000 head of CSIRO said all 5 computer models had failed on global warming, not even a 1c rise 200y",995304 +Industry doc leaked in 1991 revealed aim to “reposition global warming as theory (not fact)” https://t.co/uOVzEKtwti https://t.co/bitRcYSg8K,62430 +RT @business: Inside one Republican's attempt to shift his party on climate change https://t.co/UuMQS6Pny2 https://t.co/OA1gYaKtSt,959472 +RT @MattMcGorry: Important article on need 2 not make #NoDAPL JUST about climate change thus erasing the struggle for Native rights…,134816 +"RT @lilmamaluna: corporations deny existence of climate change, greenhouse gas emissions, environmental racism etc in an effort 2 preserve…",443799 +Trump seems to be changing his mind on climate change https://t.co/ESANxHauoN https://t.co/Vv0o96d6N9,84144 +RT @billoreilly: Putin once again vacationing topless! He's in Siberia snorkeling. So many tropical reefs there. Must be global warming. H…,626595 +8 yrs (or more) of climate change denial will be disastrous to our planet. We will #resist. We will say… https://t.co/Eby3wWeZLT,382192 +RT @ClimateChange36: Study: Believe you can stop climate change and you will - https://t.co/4YaiixVfpc https://t.co/kcGseXR3uJ,249680 +Tillerson used an email alias to discuss climate change while he was Exxon’s chief executive: Wayne Tracker https://t.co/V09M9rn7at,209100 +"RT @brianstorms: This is a great, thought-provoking interview w/ Kim Stanley Robinson on his New York 2140 novel + climate change https://t…",505060 +"RT @blvrrysivan: global warming is finally over, wars are too, I have clear skin and I'm crying https://t.co/zHeLFOhfZN",510212 +@DailyPedantry I don't know which part of what I'm saying or linking to is making you think we don't understand the causes of climate change,454150 +#climatechange Science Magazine Trump's defense chief cites climate change as national… https://t.co/zcVotUy2j1 via… https://t.co/1ve1uhcUyG,900706 +RT @BillDixonish: There is a human child on this airplane meowing in the seat next to me and I no longer care about global warming.,355447 +RT @SenSanders: We have a president-elect who doesn't believe in climate change. Millions of people are going to have to say: Mr. T…,415557 +RT @NatureOutlook: How climate change is pushing animal (and human diseases) to new places. https://t.co/0Qvm7H78BA https://t.co/JJJxMfWtUR,431394 +"RT @SafetyPinDaily: The head of #Trump's environment agency just denied humans are to blame for climate change | By @montaukian +https://t…",796461 +"@NYDailyNews That will be super fun amidst a global population boom to 9 billion, a global food shortage, AND climate change. Hooray.",551013 +"Mayors will lead on climate change for political gain, says ex-NYC mayor | @Reuters https://t.co/nrmRWFoVdG https://t.co/YxT4qv9ReA",71926 +"@JimmyOKeefe @SirTimRice Lolllll climate change my foot. Termites emit more than all human activity. +https://t.co/F8bcIxuJCm",260753 +RT @paigeemurrow: Tomorrow's Nov. 1st and it's suppose to be in the 70s but global warming isn't a thing y'all. No need to worry. It's fine…,883406 +RT @iLuvaCuba: Turtle comeback in Cuba at risk from climate change https://t.co/mroIMcQj3x #cuba,973790 +RT @girlziplocked: The rich will do nothing to stop climate change. It falls to us to be heroes. Stop making vague requests to power and st…,673020 +"RT @BirdLife_News: Learn about the Iiwi (pronounced ee-EE-vee), a Hawaiian endemic threatened by climate change and avian malaria… ",573493 +@StephEvz43 my daughters' middle school science teacher is climate change denier. Cited Exxon experts in class.,850799 +Fuck global warming my neck is so frio,596499 +How climate change is already effecting us & projected to get worse �� #ClimateChangeIsReal #climatechange… https://t.co/A6cpvI8kDP,430720 +RT @matthewstoller: This is basically climate change denial applied to housing and political economy. He's learned not to learn. https://t.…,970612 +"RT @AltUSDA_ARS: 1/2 century+ later, we continue to struggle with climate change denial. Deception of tobacco industry proportions! https:/…",645141 +RT @GuardianSustBiz: Aus bus complicit in The Big Lie. Not poss to save Reef without tackling global warming @David_Ritter @GreenpeaceAP ht…,122672 +Burning rain forests has one of the largest impacts to climate change,572212 +Lake Tanganyika hit by climate change and over-fishing https://t.co/oj26xlHMaM,590281 +"RT @JaredWyand: Steve Bannon means bye bye to the climate change scheme we're spending $22,000,000,000 a year on for 'research' + +https://t.…",185082 +RT @TelegraphNews: Donald Trump's environmental protection chief Scott Pruitt 'not convinced' carbon dioxide causes global warming…,643999 +"RT @19bcarle: If you believe climate change is fake, do your research. If you still then don't believe it is a real thing, please don't con…",276142 +White House calls climate change funding 'a waste of your money' – video https://t.co/9uQks9z4p6,522428 +RT @ShawnFatfield: I refuse to believe that people don't believe in climate change...Which I guess would make me a 'Climate Change Denier D…,242869 +RT @LisaBloom: Rex Tillerson might be Trump's worst cabinet pick. Say no to an oil baron blocking int'l climate change efforts. https://t.c…,859835 +RT @Forbes: Trump's election victory threatens efforts to fight climate change https://t.co/XFHqnWxXWX https://t.co/OE8tpnEKJ1,179238 +RT @F_F_Ryedale: Interesting article on climate change and a post carbon society - https://t.co/oB5dIG6Yly,830861 +"RT @JustinTrudeau: My thanks to Premier McLeod for the meeting today, focused on climate change & building an economy that works for t… ",659715 +"RT @jvagle: Bannon, Senior Counselor to the President on climate change: A Hoax that costs us $4 billion per day. https://t.co/5HXuZyO24g",742214 +"RT @CECHR_UoD: Huffington Post, BuzzFeed & Vice are blazing a new trail on climate change coverage +https://t.co/YLcZZUHr3v https://t.co/oBc…",44768 +RT @nowthisnews: There's no such thing as the climate change 'hiatus' https://t.co/n0YljW8Pwo,156753 +"You know which country narrowly benefits from global warming, even as it and the world suffers overall: Russia… https://t.co/jETqLdqcuF",689726 +"RT @jedrlee: Hey girl, are you climate change? +Because I'm going to ignore you until you fuck me.",659825 +"Since I'm throwing truthbombs out there, you could've changed the world by fighting climate change but you're blowing it @realDonaldTrump",805236 +RT @ECIU_UK: .@ProfBrianCox hits out at BBC for inviting climate change denier on Radio 4 https://t.co/s7ZvW4tMQy by @horton_official,484743 +RT @SethMacFarlane: HRC proposes installing half a billion solar panels by the end of her first term. Trump thinks climate change is a hoax…,843791 +RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,401342 +RT @Bob__Hudson: #DUP: I'm watching disgraced leader of a handful of bigoted misogynous climate change deniers who will have UK PM in their…,268165 +RT @DEMsAreBigots: Leftist Militants peddling bullshit to support climate change. The fakenews from DEMs keeps piling up. Boy this is…,450971 +RT @CNNPolitics: Robert F. Kennedy Jr. issues a warning about President Trump's climate change policies https://t.co/XTuMdF5cCp https://t.c…,969588 +RT @tom_burke_47: Significant parts of Australia are already seeing climate change drive up insurance premiums…,493909 +RT @BernieSanders: 'The concept of global warming was created by and for the Chinese in order to make U.S. manufacturing non-competiti…,775367 +"RT @AngelXMen_2017: World leaders should ignore #DontheCon on climate change, says Michael Bloomberg #False45 #ClimateChangeDenier +https:/…",102955 +"Why is it so dark out?' +Laura 'global warming duh'",356595 +"RT @Newsweek: If Donald Trump gets into the White House, 'global warming' could magically disappear. https://t.co/u705y0wlQU",860992 +RT @TheStaggers: Green leaders fear President Donald Trump will threaten progress on climate change https://t.co/1OfsYoJsfJ https://t.co/Rz…,478186 +RT @nick__nobody: This is the important news - Australia is failing on global warming with science haters in government #auspol https://t.…,235851 +"RT @AstroKatie: In case you've been thinking, 'everyone will have to accept that climate change is real when it gets REALLY obvious… ",859554 +"@WSJ 'perspective' ... he's facing criminal charges for deceiving everyone about climate change. +Tillerson ... Go 'perspective' yourself. ��",383555 +industrial smog is climate change.,568803 +@SoundinTheAlarm I said fake spiritual or 'woke' ppl... Meat is in fact bad energy and is the #1 cause of global warming you can't 'love',522415 +"RT @TheKrisWilson: If 'global warming' is real, then why is there an ICE AGE 5?!",493050 +RT @MitchBehna: We don't deny climate change. Its been around for 4 billion years. Leftists think it has only been last 100 years https://t…,568528 +RT @guardiannews: Tony Abbott says 'moral panic' about climate change is 'over the top' https://t.co/P4CDBjoRI4,371027 +RT @stuartvyse: The phrase is 'climate change DENIER.' Now is the time to speak plainly. @thedailybeast https://t.co/SxzzzuzkkX,554560 +"RT @therightarticle: DUP condemned for climate change denial of Trump-style proportions +https://t.co/CaGzVt0HoW",969599 +RT @kurteichenwald: China is now explaining the history of climate change science/politics 2 underscore to Trump they didnt do a hoax. God…,70097 +RT @BernieSanders: #ImVotingBecause the future of the planet is at stake. Hillary Clinton will combat climate change. Donald Trump thinks i…,898167 +Vichit2017Vichit2017.SecretaryRoss on budget cuts for climate change research: “My attitude is the science should … … Vichit2017,483103 +RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,773089 +"RT @UN: Thursday in NYC: @UN_PGA event on climate change & the #globalgoals https://t.co/BKVCrCg9bC + +Watch live:…",436540 +RT @AdamBandt: Do we really want to be Deputy Sheriff to a racist climate change-denier? Time to ask serious Qs about how slavishly we'll f…,214657 +RT @nowthisnews: Bernie Sanders wants to talk about climate change and income inequality – not 2020 aspirations https://t.co/rASODRTr3T,824653 +RT @jamisonfoser: There’s a simple explanation for this: Donald Trump knows climate change is real but does not give a shit about you. http…,132616 +"RT @YarmolukDan: We only have a 5 percent chance of avoiding ‘dangerous’ global warming, a study finds https://t.co/z87XUUrHW3",962166 +RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,357327 +Google just notched a big victory in the fight against climate change https://t.co/nUbb8xdKbl via cnbctech,183595 +RT @Slate: You can now watch Leonardo DiCaprio’s climate change doc online for free: https://t.co/xltvx35kZH https://t.co/kPxu1qWjlw,338190 +"We encourage you to come to a climate change activity on Nov. 25th from 3:00PM-5:00PM at Eton Centris, Activity Walk https://t.co/idRCep0iDN",821753 +RT @Reuters: Tillerson used email under pseudonym 'Wayne Tracker' at Exxon to talk climate change: New York attorney general.…,782634 +RT @ReutersLegal: West Coast states to fight climate change even if #DonaldTrump does not https://t.co/ZkPPROhom8 #JerryBrown https://t.co/…,355771 +RT @MyInfidelAnna: If you said bombing Libya was a climate change initiative liberals would defend it. Everyday they show why Trump won 😂😂…,102889 +"US: Donald Trump to undo Obama plan to curb global warming, says EPA chief https://t.co/Z9zBrkwC8H",335544 +Congress declares climate change a national security threat https://t.co/n3e2MOlFdL,417438 +Yrs ago James Lovelock said sea level rise is best climate change indicator as it integrates yr-to-yr variability.… https://t.co/YR3J8C1eFS,99418 +RT @MikeBloomberg: Don't let anyone tell you the US can't reach our Paris climate change goal. We can - and I believe we will. https://t.co…,774033 +Not to mention the public health gains to be made via some climate change solutions - especially a plant based diet… https://t.co/Mu2fnXeUXz,151834 +"RT @Planetary_Sec: �� + +NATO urges global fight against climate change as Trump mulls Paris accord + +https://t.co/2wsa5T8HGi #climate…",573075 +RT @Dengerow: Japan ranks among worst performers in tackling climate change ‹ Japan Today: https://t.co/XUXyjRR0PU?,675187 +"RT @NatGeo: Proposed cuts to the EPA's funding target regional and climate change-oriented initiatives +https://t.co/AhDMwcDk2V",488287 +"Wrong on health care, wrong on climate change https://t.co/4hRBdUv0I0 ��#Opines on #Healthcare",317596 +"RT @commuter_haiku: Watching a special +about climate change. Oh, wait. +This is a window.",848773 +"RT @brendan905: global warming... +is bullshit +all I need... +are my rockabilly tapes +I need my rockabilly tapes +2 be happy +I'm just in that…",177318 +"If any government that pretended to be serious about climate change action really were, fracking would be illegal.… https://t.co/3awUxU6MKh",743728 +"RT @HeatherMorrisTV: @realDonaldTrump plz invest in multiple @TeslaMotors plants. Please us Americans 4 climate change, and produce jobs at…",166017 +The only ones that are affected by climate change are those that sit on the front porch all day and do nothing. https://t.co/dw7tUPVy7A,668192 +"RT @indy100: More likely a lesbian caused Hurricane Harvey than climate change, says right-wing commentator https://t.co/fKiBXP3jny",242646 +".@JSHeappey Congrats on being elected. Please don't let the DUP call the shots on abortion, gay rights or climate change. #DUPdeal",572824 +RT @TheMisterFavor: #NationalGeographic’s climate change documentary with #LeonardoDiCaprio is now on #YouTube! https://t.co/yEA6kinX2A…,516374 +"RT @thefader: After Trump's inauguration, pages about climate change and civil rights were removed from the White House website.… ",569974 +RT @RogueNASA: Trump's pivot on climate change takes shape as federal websites go blank https://t.co/A2z41cG1VJ via @business,368987 +Leonardo Dicaprio FINALLY got his Oscar and used his acceptance speech to talk about climate change… https://t.co/YUcTKzwatI,35989 +RT @ClimateChange24: Just one candidate in Louisiana's Senate runoff embraces climate change facts - Ars Technica https://t.co/U1P5uxevYI,439267 +"RT @fersurre: The president of the United States is trying to force scientists out of talking about climate change, this is wild",425036 +RT @Amy_Siskind: The people Trump blames for making up climate change 👇👇👇 https://t.co/uAr2xcxHbh,978741 +RT @DavidPapp: Trump boosts coal as China takes the lead on climate change https://t.co/t7lCZn2WxB,161511 +"@marclacey @nytimes What a load of crap. By your own admission, climate change is REAL. You are JOURNALISTS. You… https://t.co/wD0gp18MQc",158819 +"RT @Heritage: Lost jobs, higher energy prices: The true cost of Obama's climate change crusade. https://t.co/D5hPHbzrij",225262 +He is professing his love for the dangers of global warming,398562 +Not sure about the global warming. But this Malala is the biggest liberal Hoax ever. What a joke!,940439 +Can we fight climate change with trees and grass? https://t.co/VKjFl4JNe5 https://t.co/vKFDk9b5n1,657384 +RT @Marcia4Science: The National Academy confirms that the 40% rise in CO2 in the last 40 yrs is the main cause of climate change. See http…,348631 +"When I came to Congress, I said I wanted to be the best voice on climate change that I could be. #ActOnClimate https://t.co/JP80l6sUjU",950221 +"RT @TitusNation: 98% scientists proved climate change exists. Some say 2% proves its not real. Okay, If I'm 98% inside your girlfriend did…",390207 +RT @jay_zimmer: Icebergs for global warming https://t.co/8ZYOZK4KfR,633050 +RT @BernieSanders: 'The concept of global warming was created by and for the Chinese in order to make U.S. manufacturing non-competiti…,45603 +RT @AP: The Latest: President Trump to announce the US is withdrawing from the Paris climate change accord. https://t.co/f5RvFQzARj,892219 +RT @EMEC_Orkney: Climate change deniers be gone! Lisa MacKenzie explores the facts on global warming: https://t.co/DTxYTflR15…,763551 +@RealDTrump2k16 He Donald. I heard in the fake news that there is a hurricane in Texas? You told us USA has no global warming. Is this fake?,219247 +"RT @ABC: Al Gore's climate change documentary, 'An Inconvenient Truth,' is getting a sequel. https://t.co/h7h4W0Fj1z https://t.co/wiCp0dv0eQ",78219 +RT @foxandfriends: #FOXNews' Chris Wallace calls out former VP Al Gore on global warming claims | @FoxNewsSunday https://t.co/PLHlZc8CBo,106376 +"RT @ZackBornstein: Everyone who voted Trump will die of old age, diabetes, or fireworks, while the rest of us will die from climate change…",664990 +"RT @GhostPanther: Bye bye bank regulations. +Bye bye dealing with climate change. +Bye bye health care. +Bye bye diplomacy. +#electionnight",61204 +"RT @PeteOgden: In rare move, China criticizes Trump plan to exit climate change pact https://t.co/bO9SkZynBc via @Reuters",444521 +"RT @NatGeoChannel: Watch #BeforeTheFlood right here, as @LeoDiCaprio travels the world to tackle climate change https://t.co/LkDehj3tNn htt…",162744 +"RT @QuantumFlux1964: If any global warming scientists could tell me the exact date that I need to add anti-gel agents to my fuel, I'd appre…",10394 +RT @DysonCollege: #PaceU Senior Fellow John Cronin's article for @HuffingtonPost discusses pres-elect Trump stance on climate change:…,107336 +@samjawed65 don't forget the speech :- climate change is not real .. it is just effect of old age . https://t.co/BqEuwoobmp,400960 +RT @NYtitanic1999: @GuyVerhofstadt Boris Johnson thinks no one should tell Donald Trump he's wrong about climate change https://t.co/4Zfs2u…,157258 +RT @altNOAA: 'Denying climate change is dangerous' ~ @BarackObama 45th US President #ActOnClimate #Climate,762553 +"@skamz23 @conely6511 Here's the thing: even if climate change were a hoax (it isn't), cleaning up our air and pollu… https://t.co/a8wAV4VEmD",398197 +RT @BillMoyersHQ: 21 kids are suing Trump over climate change. https://t.co/wqA5WsagM2,513701 +RT @ajoneida: @CNNPolitics Trump pulls USA out of Paris climate deal but pledges to stay engaged on the issue of climate change.…,450710 +@neillmal1 @CNN Do u apply that to abortions? Global warming/ climate change is soooo exaggerated,192494 +RT @CNN: Al Gore presses on with climate change action in the Trump era https://t.co/r4GzRPyvSH https://t.co/QtESIgBEgd,376697 +Speier: Pelosi's credentials on climate change are sterling—got cap and trade thru House (died in Senate) #PelosiSpeierTownhall,466375 +"RT @NPR: In West Pokot County, Kenya, herders are faced with the realities of climate change - and it's brutal. https://t.co/MpLvxZznUO",600809 +RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,337306 +RT @stilkov: Here's what *you personally* can really do about climate change: Elect people who think it's real,597597 +"RT @AhirShah: I know global politics and climate change are terrifying, but on the plus side at least antibiotic resistance will kill us all",282282 +RT @simondonner: Erasing web pages won't erase climate change.,619747 +Ay girl are you global warming? Cause you're hot af & you're ruining my life,848426 +RT @cfrontlines: #COP22 Indigenous knowledge and its contribution to the climate change knowledge base are attracting increasing attention…,468720 +RT @FREEBIGTEMER: They asked me my inspiration I said global warming https://t.co/fl2F0NMa3O,954154 +Corals die as global warming collides with local weather in the South China Sea https://t.co/8u3JFv3ZpK,544640 +RT @GRI_LSE: Trump administration gouging out their eyes & cutting off their ears to evidence on climate change says @ret_ward https://t.co…,192358 +RT @gingirl: Here is a great graphic that shows the impact of climate change on human health. https://t.co/JUkLXAU39t,768797 +"RT @Scientists4EU: 1) Do 'global challenges' include climate change & fascism? +2) The 'Special relationship' is sycophantism +3) Don't…",817583 +"RT @hulu: .@LeoDiCaprio explores the effects of climate change in @NatGeoChannel's #BeforeTheFlood, now streaming on Hulu.…",864589 +RT @GOVERNING: Report: 33 states are combating climate change and simultaneously growing their economies https://t.co/VYbc87WAqr https://t.…,104220 +RT @RogueNASA: 21 kids and a climate scientist are suing the US government to force it to contend with the threat of climate change https:/…,725297 +"One of our Board of Advisors, @JiminAntarctica, works to save species in Antarctica from climate change. Read more: +https://t.co/QSH8GUmOr6",973859 +RT @CalumetEditions: RT @AMZ0NE A SciFi author explains why we won't solve global warming. ▶https://t.co/LUAEq7ckpt https://t.co/RVb7a0rM…,942269 +RT @handymayhem: how with a straight face can you say that humans can't affect the weather but believe in human induced climate change?,145192 +RT @mikecoulson48: ‘Shell knew’: oil giant's 1991 film warned of climate change danger | Environment | The Guardian https://t.co/dAjXgcEQWY,965827 +RT @CivilJustUs: How do they expect us to care about global warming with all this penguin on penguin crime?? https://t.co/HypysWHvVV,861437 +"How to talk about climate change at a party: Peak Oil: Her. Ugo, you keep joking all the… https://t.co/ZBsmvjhvl1",296887 +"RT @OsmanAkkoca: UN&FAO, MustPressOnCountriesAgriculturalDepartmentsNot2UseChemicalFertilisers2Stop #climate change https://t.co/zpb7azcAfA…",817495 +RT @WorldOfStu: 2/ Just like with global warming and a million other topics: 'we must do something!' is not enough.,273994 +RT @KS1729: the American revolution will be postponed due to global warming... https://t.co/W7mfdMEwUg,799474 +Fighting climate change isn’t a ‘waste of money’ — it’s a good investment https://t.co/devsMabfxF https://t.co/PwtzjIh29M,177872 +"RT @insideclimate: After 40 flights are grounded in heat wave, a window into climate change effects on air travel https://t.co/eSlUmL6WYf",532392 +RT @VeganiaA: @guardian Imagine if we all understood how starvation & climate change are the crisis veganism can solve—while at t…,770417 +Climate change is real. UNDP is working with the Gvt to mitigate the effects of climate change and improve people's… https://t.co/6z88wEcY4W,706812 +Ayo @realDonaldTrump @POTUS global warming is like actually a real thing b,193396 +RT @sabbanms: Quitting UN climate change body could be Trump's quickest exit from Paris deal | الخروج الامريكي من مؤامرة المناخ https://t.c…,863034 +"RT @SteveSGoddard: The global warming is devastating California again today +@JerryBrownGov https://t.co/YeVaBIZhK9",967152 +RT @GeorgeTakei: Yet another disturbing consequence of global warming. https://t.co/DjimOWo0xc,948038 +RT @NRDC: A new poll shows record percentage of Americans are concerned about global warming and say it's caused by human act…,608126 +Analysis: Why Trump wants to kill a popular climate change program - SFGate https://t.co/lweHu2xPbM,412897 +US presidential election creates global warming anxiety https://t.co/32WQoobKvL,970466 +Koalas don't like water but they're being 'driven to drink' by climate change https://t.co/6uj3Wkt9sn,604868 +RT @briannexwest: don't say 'happy earth day' and then eat meat with every meal. animal agriculture is the leading cause of climate change!!,94532 +@FoxNews Its been THAT long ago? DANG time flies! Bet climate change has sum thing to do with it too!,820173 +"RT @latimes: At Exxon, Rex Tillerson reportedly used the alias 'Wayne Tracker' for emails about climate change…",833762 +You can’t ignore climate change and think you have an immigration policy.' https://t.co/Hl3XdGQjLK,604371 +RT @nokia: It's #WorldScienceDay! 49% of our followers say defeating climate change is key for ensuring sustainability. #YourSay,961064 +RT @lof_marie: So how communicate climate change and other environmental issues? Great talk by @estoknes at #balticseafuture https://t.co/…,419528 +"RT @VegNews: We've been waiting a long time, @algore! Thanks for finally inviting #vegan to the climate change discussion! >>…",79982 +"RT @cakeandvikings: The White House website pgs on climate change, LGBT rights, & civil rights already no longer exist just to remind you w…",564369 +RT @CNN: No snow where there should be. Bleached anemones. Cracks in the ice. This is what climate change looks like:…,489017 +RT @Hurshal: #climatechange Daily Mail Times subscribers are fleeing in wake of climate change column New……,887262 +"not sure UR buying (( #GOVT #PUSH )) on global warming / climate change / whatever is next to call it +https://t.co/TuOTM9Jv64 @EricTrump",402712 +Inside the renegade Republican movement for tackling climate change https://t.co/CyGs9Pj36Q,963864 +@michaelbd I fear that this is de facto what 'adaptation' to climate change will be,854765 +RT @SenSanders: We have a president-elect who doesn’t believe in climate change. That’s frightening for this country and the world.,331759 +RT @sccscot: 2 (and a bit) weeks left to take action! Add your voice and call on @scotgov to be ambitious on climate change:…,26332 +You're irrelevant. You don't get to push some fantasy myth about 'climate change' down our tax payers wallet. https://t.co/0wEhZ5YnS9,238943 +RT @Starbuck: Children win right to sue US government on actions causing #climate change https://t.co/dxO4c9rOcv https://t.co/bLSK0YTyh4,431614 +RT @SethMacFarlane: HRC proposes installing half a billion solar panels by the end of her first term. Trump thinks climate change is a hoax…,329434 +RT @indigoats: The people voting for trump think global warming is fake but satanic witchcraft is 100% real and I feel hashtag blessed,680680 +RT @ChrisWarcraft: When do we start talking about climate change deniers as long term mass murderers?,39578 +Over 100 scientists from EU to assess challenges posed by climate change at @climateurope #Valencia 5th-7th April… https://t.co/fZcqbMZS0C,670432 +RT @kassiefornash: How do y'all think climate change isn't real??? I'm mind blown at the stupidity,371166 +#ICYMI A new study about the ocean’s heat content in Science Advances supports evidence of global warming:… https://t.co/fMI4RmIhy5,686203 +4 years of straight up inaction on climate change on our part?,118985 +RT @Newsweek: A timeline of every ridiculous thing Trump has said about climate change https://t.co/jvYFt1rEnD https://t.co/uwwFpeFe55,263823 +"Carbon levy could limit impact of climate change, study suggests https://t.co/T3kkEXdHlF",275604 +@CNN What climate change? What comic is that in?,390449 +Trump to sign sweeping rollback of Obama-era climate change rules https://t.co/q2POVcr8GY #Tech https://t.co/yXM5KA99dm,553573 +RT @WorldfNature: How Harvey has shown us the risks of climate change - Houston Chronicle https://t.co/ZCuzxersc9 https://t.co/gNupFkX3B2,159171 +Global March for Science protests call for action on climate change https://t.co/Vi74tytwA7 https://t.co/7NdYAI73bN,172630 +Ready for flooding: Boston analyzes how to tackle climate change https://t.co/79wlRbGddl https://t.co/VV46R6aBHT,867879 +@realjimmattis thank you for putting people over politics by talking about climate change. I hope you will continue to speak the truth,555667 +RT @thehill: Sanders: Trump needs to be confronted about realities of climate change https://t.co/qW8KeneSLK https://t.co/piKHKlQ1NJ,107607 +"RT @adamjohnsonNYC: There were 7 questions about Russia in the debates & zero about climate change, drugs, poverty, LGBTQ, or education…",671813 +"TanSat: China launches climate change monitoring satellite +https://t.co/gHFzfPYvWA https://t.co/XUbThxjavl",29467 +RT @washingtonpost: U.S. allies plan to give Trump an earful on climate change at G-7 summit https://t.co/Lkwv78x8gW,424298 +"RT @vannsmole: This entire climate change nonsense has become a religion +There4 making it U can't criticize or disagree + +Just like…",247885 +"The talks on climate change during of the #G7Taormina summit in Taormina, Italy were unsatisfactory, said German ch… https://t.co/MZEnHtAma2",66440 +Call it taking care of the land. Call it good business sense. Just don't call it climate change. https://t.co/YPt924nruw,794065 +"RT @daniecal: Ya know, yt ppl idk if y'all are gonna really make it with this whole global warming & sun exposure thing getting w…",383354 +"@tt9m As they grapple with unempt, no pensions, crap healthcare, war, climate change, they'll be appalled she didn'… https://t.co/sN39Al7U1l",73974 +"Disheartening, Trump seeks fast exit from climate deal. He still believes global warming is a hoax. Wow!!!!!",597362 +RT @cultofnix: Imagine the art we shall make from starved corpses of relatives right as we go extinct from climate change and shit…,873587 +"RT @OccuWorld: Going green in China, where climate change isn’t considered a hoax https://t.co/S2aROuO9uV",755011 +Addressing global climate change demands an immediate and ambitious action by governments and industries. That is... https://t.co/DvvhN06ZQH,736998 +RT @energyenviro: Energy Day comes as major companies lead the fight against climate change - https://t.co/AnGcVFfeiL #MajorCompanies #Clim…,117248 +RT @JoyceCarolOates: Still wondering why if N Y Times feels need to be 'fair & balanced' w/ climate change denial why not Holocaust denial?…,692018 +RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,813376 +RT @washingtonpost: CDC abruptly cancels long-planned conference on climate change and health https://t.co/RpjZ1H63n4,834684 +JJN report reveals devastating impact of climate change on livelihoods https://t.co/28E5BsXPwb,546314 +@phlogga @MickKime Because it's obviously a climate change denier conference. This will be some propaganda org fund… https://t.co/WQQTRtq2bF,876985 +RT @SenSanders: We have a president-elect who doesn't believe in climate change. Millions of people are going to have to say: Mr. T…,207998 +RT @armandodkos: Well Bolton certainly reduces my climate change concern - we're all gonna glow anyway.,110340 +"RT @narendramodi: Be it bringing more tourists to J&K, improving connectivity or mitigating climate change, Chenani-Nashri Tunnel offers ma…",715656 +RT @verge: Google just notched a big victory in the fight against climate change https://t.co/oDJ3yytW4N https://t.co/bFNFVrX8lH,88611 +RT @MattBors: Florida. Half the state's going to disappear in ten years due to global warming. They're going for the guy who says it's a Ch…,716533 +"RT @False_Nobody: -Denying climate change is anti-science, deniers should be thrown in prison. + +-WHAT DO YOU MEAN YOU THINK RACE ISN'T A SO…",269830 +RT @TR_Foundation: How is #Pakistan cricketer-turned-politician #ImranKhan fighting climate change? A 'billion trees' at a time.…,661339 +@TEN_GOP MT: CNN's Brian Stelter destroyed by Weather Channel founder John Coleman over global warming. Deserves en… https://t.co/eJeIgOMTJO,96822 +"RT @Bentler: https://t.co/84ZOOqKuCU +Gallup poll shows more Americans than ever are concerned about climate change +#climate #poll https://t…",101833 +washingtonpost: The Energy 202: Macron tried to soften Trump's stance on climate change. Others have failed. https://t.co/NqWZXgGxJl,548873 +"RT @COP22: 'The effects of climate change are going to intensify. Time is against us' Ban Ki Moon, Secretary General @UN https://t.co/VsUt5…",432375 +RT @NatGeoChannel: Tonight @POTUS will be joined by @LeoDiCaprio for a conversation on combating climate change:…,963943 +"RT @1followernodad: parent: I'd do anything for my children! + +Scientist: here's how to stave off climate change so your children can stay o…",105738 +RT @katha_nina: A child rights approach to climate change is long overdue https://t.co/2w14rozfuD by @duycks @ciel_tweets,814952 +RT @SenSanders: We have a president-elect who doesn't believe in climate change. Millions of people are going to have to say: Mr. T…,933283 +RT @AFP: Study of ancient penguin poo reveals Antarctic colony's survival is related to volcanic activity not climate change…,476266 +"RT @danmericaCNN: Bernie Sanders on a call with Clinton supporters: 'Literally, in terms of climate change, the future of the planet is at…",713154 +These Republicans are challenging Trump on climate change https://t.co/0syDbdwCPD #NYPost #NewYorkPost,729178 +"RT @LOLGOP: Done whining on Twitter yet, Mr. President? Because a storm super-charged by climate change you want to make worse is about to…",739461 +"@alayarochelle @lilflower__ no, she's saying that people who aren't vegan have no right to complain about global warming, which is true",46459 +RT @Independent: Science loses out to uninformed opinion on climate change – yet again https://t.co/v5zANyjRHS,564711 +@SenWarren @realDonaldTrump Such a poor decision. Science has proven climate change. The entire world agrees there'… https://t.co/RJY7WxGbzW,9295 +#LombardOdier to launch climate change bond fund. Read more: https://t.co/Gql4YvK0FK,89381 +RT @theecoheroes: Stephen Hawking has a message for Trump: Don't ignore climate change #environment #climatechange…,997108 +Get your WH sharables now before the site is revamped to say big oil is our friend and climate change is hoax. https://t.co/ARQRnS2SDA,434160 +Are we ready to take the necessary steps to reduce climate change through revolutionary energy evolution? #COP22,632113 +RT @NiaAmari__: When everyone's glad it's 80 degree weather in October but you can't stop thinking about global warming https://t.co/g7oaRt…,349480 +"@Diplomat655 @WiserThanIWasB4 @LuEleison @elusivemoby Actually made it for the climate change video they made. +Frie… https://t.co/ECfITk1FPo",981685 +RT @NewYorker: Avoiding talk of climate change has become an apparent point of pride in the Trump Administration:…,891296 +RT @SteveSGoddard: Why do people believe in global warming? Because they have had propaganda shoved down their throats for 30 years. Nothin…,795819 +"Depression, anxiety, PTSD: The mental impact of climate change - CNN @KatyTurNBC @JoyAnnReid @TimmonsRoberts https://t.co/P4fNMW0Mf7",22856 +"RT @codinghorror: I guess the good news is that with global warming accelerating on Trump's watch, Florida will be less of a factor in futu…",176472 +"RT @ScienceMarchDC: Breaking: EPA Chief says carbon dioxide not a primary contributor to global warming, denies scientific consensus. https…",760306 +Support for climate change bill is haunting a California Republican leader - The Mercury News https://t.co/YPEYvqG2Jq,364909 +RT @Stuff_by_Craig: Great article on research and genetic study to future-proof plant species from climate change:…,593804 +RT @NotJoshEarnest: POTUS was briefed on the climate change attacks that took place around the world yesterday,307467 +RT @mitchellvii: Did the climate change before man? Then how do you know it's our fault now? Post hoc fallacy. Google it.,610642 +"RT @fiscal_penalty: Despite the global warming, Alaska has had very little, if any, warming since 1977 (except Barrow), as shown below: htt…",129662 +"RT @ReutersPolitics: In rare move, China criticizes Trump plan to exit climate change pact https://t.co/JNI0o39DIU https://t.co/paRvIdkV3A",569359 +...evidence that global warming is less pronounced than predicted.' https://t.co/aM0B66bMt5,561862 +RT @dailykos: Rex Tillerson should get no vote until we see what he's hiding on climate change https://t.co/hbzQjgfiPT,423167 +"@THE_James_Champ @kromatuss guys, snow isn't real. Government fakes it to promote global warming. Snow scary, warm good.",840583 +RT @KurtSchlichter: Can a climate change-loving liberal explain why a massive program like the Paris Accords should be imposed on us w/o a…,683275 +RT @iansomerhalder: @LeoDiCaprio Im so grateful for the time you took to tell the important story of climate change in #BeforetheFlood Than…,190548 +"And above all, 3) TALK TO YOUR POLITICIANS. Do not let this anti-global climate change conspiracy continue to infect our gov't.",958471 +RT @povpaul: It's literally 75° outside and it's november 1st global warming can https://t.co/Lk6B7zUZtp,740052 +"@SteveKopack @People4Bernie He also claims Obama bugged him, climate change is an elaborate hoax, & no one is more Christian than he...so...",631040 +RT @mishacollins: Good point! @realdonaldtrump IS the candidate who might end global warming by bringing us nuclear winter. DON'T BE…,976028 +RT @EnviroVic: 'Astounding': Shifting storms under #climate change to worsen coastal perils (Yet fed govt totally defunded #NCCARF) https:/…,990527 +@CBSNews there's plenty of evidence to be skeptical over climate change.,58802 +RT @ForeignAffairs: The coming revolution in energy production could make fighting climate change more difficult. https://t.co/brBpifWzJ6,406698 +RT @SenKamalaHarris: Appointing an EPA chief who is a climate change denier is an attack on science. #ScienceMarch,166458 +"From Friday, more fiery back and forth between Exxon & NY's AG Schneiderman in climate change info probe: https://t.co/cW1tsPUBwo",758638 +RT @MacleansMag: Things will get tricky for the Liberal government if the Trump White House rolls back efforts on climate change. https://t…,864544 +Do you doubt that human caused climate change is real? Do you doubt there will be an eclipse this month? Same method produced both facts,937863 +RT @ConservationOrg: Forests are crucial for fighting climate change. Protect an acre now & @SCJohnson will match it…,839640 +"@AsraNomani If you are pro-choice, pro-gay marriage, & an accepter of the reality of anthropogenic climate change, how could U vote 4 Trump?",43118 +"RT @IvanVos1: Britney combined global warming and Lady Gaga into one tweet, WHEN WILL YOUR FAVE?",554437 +"RT @chriscom77: The DUP who oppose abortion for rape victims,deny climate change and insist fossils were placed by Satan as a test…",24114 +"RT @qzindia: With Trump as president, China—China!—will be the world’s biggest champion of fighting climate change…",594987 +RT @prrsimons: Hats off to @FionaPattenMLC taking a modern stance on climate change voting yes to strengthen Vic's Climate laws #ActOnClima…,2994 +RT @ProtestPics: This photo by Kerstin Langenberger shows how polar bears are being affected by climate change. https://t.co/Jb6OQITAvS,983985 +"@JeffMadsenobv @JayFarber @ToddBrunson the biggest threat to our country is the southern border, not climate change. THATS why Trump won",738824 +RT @SenSanders: The Dakota Access Pipeline would be a huge blow to our fight against climate change. #NoDAPL https://t.co/47m6yUu4m5,578675 +"the harms of climate change, which are unfolding slowly and may be partly undone, the detonation of a nuclear weapon will be irreversible.",246789 +"RT @RichardMunang: Laws to tackle climate change exceed 1,200 worldwide: study https://t.co/6LhSEg0ux0 via @Reuters",459925 +NY AG says Tillerson used alias in emails on climate change https://t.co/wO99b4V1Gs,723464 +@DaveEBrooks12 That's why they changed it to climate change in order to cover their lying asses,939557 +"In my opinion,climate change is nothing more than a way 2 remove our money from our pockets 4 their greeny projects… https://t.co/uhlZaSzFmb",962770 +"RT @jonfavs: A lot of people are sharing this terrifying piece on climate change by @dwallacewells, which you should read: https://t.co/094…",432283 +"this was an ironic 11:11 tweet. climate change is real, it's basically a challenge from Amon-Ra to see if we can not annihilate ourselves",295172 +Trump to purge climate change from federal government https://t.co/Yk61OBsxgV,354011 +RT @matt_costakis: Sex is intimate and sacred. Your body is a temple and shouldn't be shared with anyone who doesn't believe climate change…,917171 +RT @neighbour_s: If you care about climate change don't miss tonight's gripping doco on its impact on global security…,368282 +RT @FT: Saudi Arabia will stick to climate change pledges https://t.co/Cq2sVO7X1f,799357 +"RT @Newsweek: House Republicans buck Trump, call for climate change solutions https://t.co/z4RVyuronv https://t.co/ObL4Fxq0xG",218943 +"RT @nytimes: Scott Pruitt, the head of the EPA, said that carbon dioxide was not a primary contributor to global warming… ",354686 +RT @9GAGTweets: Solution to global warming https://t.co/zhELRBsDYC,180377 +#ImStillNotOver Trump's view on climate change. #climatechange @ISF_United @ISFCrews @iansomerhalder #TrumpPence16 @MELANIATRUMP @CNN,979574 +RT @kylegriffin1: Scott Pruitt says he's challenging scientists to hold a TV debate over whether climate change is a threat. https://t.co/n…,457365 +RT @terroirguy: Freeze injury and climate change are real threats. Vineyards being impacted in Europe with frost risk and damage. https://t…,855074 +"@CurtisDvorak Denying climate change, opposing LGBTQ rights, banning Muslims, defunding Planned Parenthood, corruption... It goes on.",527673 +@JamesSantelli The best part is the listing for the global warming article!!! Trump is such an idiot!,785117 +"...#Harvey s what climate change looks like in a world ...doesn’t want to take climate change seriously.' +https://t.co/h3cfN9JwBP",973760 +RT @scholarlydancer: They call this type of winter wonderland global warming.,928581 +RT @PlanetGreen: How climate change is stripping the Caribbean of its prized coral reefs https://t.co/DbL4KNokWC https://t.co/U5UQ69YSh3,56229 +RT @hungrypa: @Gunz68 เกิดจาก global warming ซึ่งส่วนใหญ่มาจากฝีมือมนุษย์ค่ะ ทำให้ระบบนิเวศทั่วโลกเปลี่ยนแปลงไปค่ะ,489025 +RT @theblaze: Alarmists say global warming to blame for ‘record’ tick population — but there’s one massive problem…,43190 +RT @MotherJones: The polar vortex is back—is global warming playing a role? https://t.co/uGv4I3YBkZ https://t.co/Exukpenkh9,563462 +RT @ACCIONA_EN: The time is now to stop climate change. We teamed up with National Geographic to fight climate change #YEARSproject…,972585 +RT @kurteichenwald: Russia hack deniers & climate change deniers have a lot in common. Either theyre corrupt or they refuse 2 accept univer…,593576 +"@RSBNetwork Lets hope you deal with it, when food cost rises,gas,global warming,hate,violence,children being separated,families hungry! ðŸ™",327139 +RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,615819 +RT @thehill: Schwarzenegger launches project to help lawmakers challenge Trump on climate change https://t.co/9xkz5ngJrr https://t.co/FT3CA…,538945 +RT @CNTraveler: 10 places to visit before they disappear due to climate change https://t.co/wK4A7T7VUk https://t.co/IuZ9XNx0eI,967095 +"ET channeling on chemtrails, climate change, whistleblowers and alternative solutions https://t.co/oFLqv41HlY",993681 +Antarctic Ice Sheet has impact on climate change,568295 +@realDonaldTrump Hey Trump are you still going to deny climate change when the rising sea level engulfs your Southern White House,969003 +@TomasFriedhoff @SymoneDSanders @PoppyHarlowCNN @brianstelter We will never get climate change with Trump.,644408 +President Trump signed an executive order combating Obama's efforts in regards to climate change. #J2150AI,956047 +"Trump since the election: +Humans are causing global warming +Amnesty for Dreamers +Pro-TPP ambassador to China + +#MAGA #TrumpTransition",525657 +"RT @NatGeoChannel: Watch #BeforeTheFlood right here, as @LeoDiCaprio travels the world to tackle climate change https://t.co/LkDehj3tNn htt…",56665 +"RT @RT_America: Carbon dioxide not ‘primary contributor’ to global warming, #EPA chief says https://t.co/vH5OFqsIe6 https://t.co/8CZhPMrxO7",617655 +"@AnnCoulter you were right, climate change isnt real, it's the gays you should be afraid of https://t.co/PVAZKiNlke",838447 +RT @BobGorovoi: @chriskkenny Where is evidence that any 'action on climate change' will have any effect on climate change?,931195 +RT @politico: Badlands National Park climate change tweets deleted https://t.co/tF6ipwNmrR https://t.co/f8WHVuwjNV,577981 +"RT @Bentler: https://t.co/Y9BH6AuRG1 +Emma Thompson says she wants people to ‘shout loudly’ about climate change +#climate…",870874 +"RT @BatsBallsBoots: @Scottie1797 Just want to know, why holacaust deniers can face jail, but climate change and evolution deniers are free…",480174 +RT @ClimateCentral: You can watch Leonardo DiCaprio's climate change documentary for free on YouTube https://t.co/EU3GenI1RK via…,695290 +RT @Oregonian: Tillerson reportedly used email alias to discuss climate change at Exxon https://t.co/j3tnvsOYmF https://t.co/wusA16xmnU,645362 +Trump has climate change denial | Missoulian in Missoula https://t.co/rQXS77T0RF,475332 +RT @EricHolthaus: Keep in mind there are just three years left until the world locks in dangerous climate change & possible collapse:…,78586 +"@guardian: #Rio's famous beaches take battering as scientists issue climate change warning https://t.co/HxwsuF4bSs' +#Brazil @ABC @r",792010 +64 and sunny to 32 and snowy. climate change is rad ��,600177 +RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,579760 +"RT @JSCCounterPunch: The Queen of Fracking will 'combat climate change?' It's one thing to campaign for HRC, Bernie, another to lie on h…",733217 +RT @guardianeco: One Nation senator joins new world order of climate change denial https://t.co/fvivQbpS9Z,130633 +@aim2bgreat @IBTimesUK more global warming :-o,246139 +----> Researchers say we have three years to act on climate change before it’s too late https://t.co/TiiWlfYYv3,83570 +RT @DrCReinhart: Still think global warming isn't real?lOnce again we are set to have the hottest year on record https://t.co/IAhQwvaxN1 vi…,233932 +"RT @chrisdmytriw1: Everyone who thinks climate change is a hoax does not get an air conditioner. +#ClimateChangeSummerTips",65704 +RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,720328 +Moroccan vault preserves seeds if climate change or doomsday sparks crisis https://t.co/GK7ZUOasaZ,182815 +RT @c40cities: We're proud of Mayor @FrankJensenKBH's leadership on climate change as Copenhagen prepares for the future through a…,992508 +@MintMilana Maybe you should go back to Uzbekistan? I'm sure that they believe in climate change! LOL!,582996 +"RT @cdelbrocco: OMG! +Donald Trump wants to shut off an orbiting space camera that monitors climate change https://t.co/DGyVfjQ1ue",712952 +Bill Nye Destroys climate change-denying Trump adviser William Happer https://t.co/EQ1rWyQNnP,217793 +RT @rickygervais: The Whitehouse is being filled with creationist climate change deniers. But on the plus side God will give your grandchil…,960416 +Here's your #EarthWeek Stat: A tree can absorb up to 48 lb. of carbon dioxide a year. Plant a tree. Reduce global warming.,387077 +RT @SteveSGoddard: New Mexico is being hit hard by the global warming again today https://t.co/3ePRn0it2W,62147 +"TEEB would be even cooler if directly applied to countries. Personally, Somalia would benefit from a climate change intervention/policy.",158157 +"RT @S_Kanzaki_: Me: Thank you. +Subaru: (clapping) +Aikomi: +Aikomi: …The presentation was supposed to be on global warming, not why you hate…",16196 +RT @SenSanders: We have a president-elect who doesn’t believe in climate change. That’s frightening for this country and the world.,211659 +Just wasted an hour of my life arguing about climate change to someone who doesn't think it's real #resist #iwillbeanalcoholicwhenthisisover,368185 +Paris Agreement on climate change: US withdraws as Trump calls it 'unfair'' via FOX NEWS https://t.co/E1xTN6gNOm https://t.co/Occz6cepdm,681044 +RT @laurahelmuth: “Lamar Smith is the major impediment to anything being done on climate change in Congress' @Reinlwapo on TX race https://…,368951 +RT @Blowjobshire: someone who denies climate change simply cannot be the next president of the USA that would be a literal disaster for eve…,200078 +RT @mcnees: Rumored Secretary of State candidate Dana Rohrabacher thinks global warming and TOOTH DECAY are conspiracies to exp…,947641 +"@TheSafestSpace That headline, isn't that exacly what global warming deniers usually say?",591630 +@rjparry @trumpbigregrets oDbama believes in climate change n gave a phukk about our pollinators,60500 +RT @EcoInternet3: The link between hurricanes and #climate change: Yale Climate Connections https://t.co/1DTQE4iLIT #environment More: http…,257401 +RT @ClaraJeffery: 1/ California fighting Trump on climate change: https://t.co/By94iohBZG,478713 +@MAHAMOSA @NissanElectric But these dumb republicans think just because it snowed in a city and global warming is fake,735450 +"RT @Rendon63rd: With #AB617 and our action on climate change, Calif. is once again showing you can succeed by being visionary & pra…",633125 +"RT @1followernodad: parent: I'd do anything for my children! + +Scientist: here's how to stave off climate change so your children can stay o…",610055 +EPA head Scott Pruitt denies that carbon dioxide causes global warming' https://t.co/bzM4LU0YMe #EPA #Pruitt #globalwarming #carbondioxide,632978 +Pakistan ratifies Paris Agreement to fight global warming https://t.co/SHsiVcunEf,365076 +"Willfully ignoring 99% agreement on climate change is not 'winning', it's malpractice. Cynical, short-sighted abdic… https://t.co/pZhVpcrPR0",875539 +Fuck you guys global warming is serious as hell.,758419 +RT @nudesfornathan: lmao global warming is real,709088 +A massive #climate #change study is canceled ... because of climate change @CNN https://t.co/2GgAt1C592,768261 +Tech and cash is not enough when it comes to health and climate change https://t.co/cJFeF6kSVc,209509 +no child left behind quotes https://t.co/oiL3G7jbBg #global warming speech introduction,127305 +RT @savmontano: Our president doesn't believe in global warming so we're all doomed regardless,121053 +RT @Londonyuki: Kind of like...evolution? Or climate change? Or does science end with gender issues? https://t.co/Didy4LRxH7,19558 +"RT @weknowwhatsbest: New California Senator Kamala Harris questioned the CIA nominee on climate change. +Spying on climate change? Yep, a D…",801712 +"@TwitchyTeam The people who believe in man made climate change have to be the dumbest, most ignorant people on the planet!!!",837454 +Right-sizing' indeed. Their use of language no different from the way Republicans deny climate change is caused by… https://t.co/4BIJ6JIw7A,541857 +BBC News - G7 talks: Trump isolated over Paris climate change deal https://t.co/KukgcSfGWr,11629 +"In Trump era, cities must amp up battle vs climate change – official – Daily Mail https://t.co/JNbcmwqEIl Slayte - https://t.co/NWcuTXxFDb",10359 +RT @Cath_Braun: 'Once the people are convinced [of climate change] the politicians will fall in line very quickly' https://t.co/QQHDoWlxq2…,66175 +RT @blakehounshell: So the Energy Department’s climate office has banned the use of the phrase “climate change” https://t.co/QKmpkfjgNQ,23284 +RT @nancymarie4159: @peddoc63 Uh oh. Another crazed Muslim who just can't deal with climate change! I'm out of sympathy for Europe. The…,211731 +"RT @samsteinhp: rick perry no longer wants to eliminate the DoE + +scott pruitt is now more open to the concept of global warming https://t.c…",32828 +"RT @COP22: HE Danny Rollen Faure, #Seychelles: “The Republic of Seychelles views climate change as an existential threatâ€ https://t.co/F2Sh…",300306 +"Human activity continues to engender climate change .@nytopinion, threatening credibility and leading to inevitable… https://t.co/XaoffEZMuj",798465 +RT @dodo: This is one sad effect of climate change: it's killing reindeer. https://t.co/VxWrHWoVP5,429350 +"RT @TessatTys: Demand Trump adm add LGBT rights, climate change & civil rights back 2list of issues on https://t.co/jugZv6ToMA site https:/…",96211 +Abraham Hicks - What about climate change and global warming?: https://t.co/ny7NGVaNhv via @YouTube,287991 +"RT @make5calls: Birther, bigot, and climate change denier — How is this guy an appointee?!? + +OPPOSE NOMINATION OF SAM CLOVIS +☎️:…",580986 +RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,782530 +"@Gene_Master Why is th RAW DATA kept private, anyone should be able to verify the accuracy of climate change stats. Jansen please answer?",446353 +RT @CNN: No snow where there should be. Bleached anemones. Cracks in the ice. This is what climate change looks like:…,404665 +RT @Fusion: America is about to become the only country in the world with a leader who doesn’t think global warming is real.…,971456 +@yoitstristian global climate change is real,503290 +#AdoftheDay: Al Gore's stirring new climate change ad calls on world leaders. https://t.co/DOiHCQTdl6 https://t.co/eM6NoxUK9b,675704 +RT @glynmoody: #G20: Leaders' statement reflects Trump position on climate change - - https://t.co/ghqe6z8VY1 US goes down in history for s…,225076 +I kinda want this country to be around so yeah climate change is a top priority for me,593471 +"Is climate change real?' + +No.",481167 +"RT @fredguterl: If Trump does something about global warming, it will have 'tangible benefits' for US businesses @aisneed @sciam https://t.…",161297 +RT @SavageNation: World leaders duped by manipulated global warming data... https://t.co/Kd0KOlJ1G1,270003 +RT @a35362: Scott Pruitt’s office deluged with angry callers after he questions the science of global warming…,411180 +RT @climatehawk1: 8 in 10 people now see #climate change as “catastrophic risk' | @lauriegoering @alertnet https://t.co/UUwaUOf3oP…,271499 +RT @nytopinion: The most important action the U.S. has taken to address climate change is under threat https://t.co/U3WGYLb6Wf https://t.co…,672109 +RT @PolitiFact: Is it true that Ron Johnson doesn't believe people contribute to climate change? Mostly. https://t.co/dfsqhlmm5v,602150 +Latest @beisgovuk public attitude tacker survey results on 'causes of climate change'... https://t.co/4sJAErfR4V,575468 +RT @BBCGaryR: A tax to park your car at work. 1 idea being considered by ministers in a plan to help meet Scotland's climate change targets…,181408 +.@EPAScottPruitt doesn't think CO2 drives climate change? Let's send him a copy of 'Global Warming for Dummies': https://t.co/PDyuJEZNay,161726 +"He's filled his transition team with fossil fuel industry stalwarts & lobbyists, while continueing to deny climate change is real. Scary.",977902 +@calmdownnate yay global warming ._.,788232 +"Looking fwd to speak today at @ColumbiaSJI on #landrights lawyering in the age of climate change & #Trump + +https://t.co/j0TwvDbpn5",725006 +“Will global warming help drive record election turnout?â€ by @climateprogress https://t.co/PEcabzBhxe,722658 +The American public understands that climate change is real and caused by humans. It's time to #ActOnClimate.… https://t.co/6edezxbw8z,600224 +"Fox News Tucker Carlson implodes as Bill Nye The Science Guy schooled him on climate change (VIDEO) https://t.co/AnUxh0Tce9 + #UniteBlue",793349 +"RT @SharonJ44257163: Donald Trump calls climate change a hoax, but worries it could hurt his golf course https://t.co/Zip6b01JWA",451620 +RT @KatyTurNBC: Trump budget cuts all $$ for climate change research and international climate change programs. All of it. https://t.co/W1…,424135 +"RT @SethMacFarlane: Are we looking at an America that officially believes climate change is a hoax? Sorry, everybody else.",88627 +RT @jpbrammer: obvious ploy to make me root for global warming smh not today Satan https://t.co/5r8QWSYxvv,806009 +"@AP it's climate change, and if this isnt change I don't know what is... read a book before flaunting your ignorance to the world",192064 +"RT @WorldResources: Reflections on Leonardo DiCaprio’s new #climate change film, #BeforeTheFlood https://t.co/YRrLgtZRbc https://t.co/A0tWU…",685562 +"RT @RVAwonk: Hiring a climate change denier is pretty appalling, @nytimes. But saying nothing as your employees single out custo…",284646 +RT @rainnwilson: A perfect resource 4 u to use 2 talk 2 yr climate change denier relatives:: https://t.co/tsBtqs6dDC,715307 +Republican green groups seek to temper Trump on climate change https://t.co/M7VqUfGiZ6,883501 +"@penelopekill @chelseahandler @karamfoundation Keep voting in morons who ignore climate change and basic reality, a… https://t.co/AbtNYyV2zD",842439 +RT @realDonaldTrump: The concept of global warming was created by and for the Chinese in order to make U.S. manufacturing non-competitive.,33587 +#HAPPYEARTHDAY2017 ������������Take care of her! And reminding you of our @POTUS take on climate change and that he's not… https://t.co/91j3q7dpdj,730304 +In other news: Sturgeon flies to USA with entourage on climate change global warming environment summit… https://t.co/Vor1P77Nf9,87268 +While you're freezing to death this afternoon I'll be at Six Flags being grateful for global warming.,494947 +Africa is not a major pollutant...climate change is caused by industrialized nation they should bear more in terms… https://t.co/wo672AaSkX,557924 +@maureen_fiedler There is no climate change Biggest sham in the world,351002 +"See how climate change will affect the UAE in numbers. The risks will affect the country’s economy, business and... https://t.co/rEgLTSMmT1",361958 +"RT @CBSNews: The U.S. pulled out of the Paris climate agreement, but Al Gore says that has only made climate change activism gro…",624214 +"RT @AltHomelandSec: @realDonaldTrump @Rosie @nytimes @SenJohnMcCain ...American diplomats, the EPA, global warming, @washingtonpost,…",513910 +"RT @NewSecurityBeat: Consensus climate change increases migration & a threat multiplier for conflict, but many questions on nuance remai… ",506543 +BIG HISTORY REALITY: the global godfreak media adulates the overpopulation=economic growth racketeers as champions of climate change/waste,778056 +RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,357156 +"RT @SenSanders: On virtually every major issue — raising the minimum wage, climate change, pay equity for women — we are the majority",370081 +RT @johnnyShady_: The Remy Ma and Nicki Minaj beef was created to distract you from climate change and the fact that temps in Antartica rea…,880261 +Absolutely loving this amazing initiative from @TataMotors that will help reduce global warming #FreedomDrivers https://t.co/2zVNsufnR6,509403 +RT @climatehawk1: Global ocean circulation appears to be collapsing due to warming planet https://t.co/PEp9Vt8g3x #climate…,580774 +#Resist ... Scott Pruitt’s office deluged with angry callers after he questions the science of global warming https://t.co/82TTAoi318,837095 +"After the oil industry. Companies like H&M, Forever21, & Zara are contributing to global warming at an alarming rate, releasing seasonal 5/",560337 +"RT @mrLeCure: Just watched Before the Flood, a doc by @LeoDiCaprio on climate change. I'm not a scientist, but it made a lot of sense to me.",132783 +"RT @ProfStrachan: Suicides of nearly 60,000 Indian farmers linked to climate change, study claims https://t.co/yhUjhOYRS8 @1o5CleanEnergy @…",304998 +10 Fragen zur üchtlingskrise: Hier gibt es den Aufstieg in human-caused climate change denial in human-caused climate change,819879 +"Don't worry about climate change! Trump will solve that too, he'll build a wall to keep the climate out! #sorted #qanda",849455 +100 most popular slogans on climate change https://t.co/Cg3EMPYESA #climatechange2,346200 +"RT @C_Stroop: 1. Reporting this as Trump 'moderating' on climate change is really irresponsible. What, just because he no longer… ",625746 +"RT @Greenpeace: The US Energy Department climate office bans use of phrase ‘climate change’. No, it’s not an April Fool’s joke…",677462 +"RT @AstroKatie: If you were going to be a single-issue voter, not making global warming even worse would be a good issue to choose. https:/…",107732 +RT @KayaJones: So science only is possible when talking about space �� & climate change but not with X or Y chromosomes? Hmmmm interesting ��…,277516 +"If we want to address climate change & U.S. competitiveness, we need to work with the rest of the world, not turn them away!",119700 +what are we going to do about climate change,219147 +A call to arms on climate change by Brenda the Civil Disobedience Penguin - a New 2017 Cartoon by @firstdogonmoon https://t.co/dfj5dL6XD8,773453 +"@ForbesTech if global warming gets to that point, what will happen to the rest of earth ?",813113 +RT @SenSanders: We have a president-elect who doesn't believe in climate change. Millions of people are going to have to say: Mr. T…,121431 +Government action isn’t enough for #climate change. The private sector can cut billions of tons...: The Conversation https://t.co/5lNPGa4imp,258442 +"RT @nytimes: With Donald Trump in charge, climate change references were purged from the White House website https://t.co/GjRJV17Mkk",15784 +"Earth possibly more sensitive to global warming than previously thought. Via @Independent +#KeepItInTheGround +https://t.co/hTPS71cxt9",491379 +"Anti Vax +Pro life +Believes climate change is a hoax +Doesn't accept evolution as scientific +Has a 10y.o. as commande… https://t.co/ewAREZ9LiK",767093 +RT @RealAlexJones: Climate Report to UN: Trump is correct to be skeptical of 'climate change' claims... https://t.co/DpY1BEhNrd #GlobalWarm…,508244 +How a new money system could help stop climate change - The Guardian https://t.co/if6zK7MS2d https://t.co/z4Dhq0J0pm #Bluehand #NewBlueha…,711697 +"RT @leahmcelrath: For the EPA (Environmental Protection Agency), Trump named climate change denier Martin Ebell + +https://t.co/O7C48YSNLk",78517 +RT @elisewho: Hey remember that time that Donald Trump backed urgent action on climate change? It wasn't that long ago https://t.co/ciohQ43…,592053 +RT @paperrcutt: Y'all chanting about climate change but throw your garbage everywhere at the same event,723025 +RT @Hotpage_News: MORONIC JILL STEIN SAYS Istanbul attack NOT Islam's fault...BUT everything to do with climate change https://t.co/rS7zzj…,310230 +Kim Stanley Robinson’s New York 2140 is a glorious thought experiment on climate change https://t.co/Y8NlwTzkkW https://t.co/cXR8oKgcB2,751878 +"RT @MikeySlezak: Australia faces potentially disastrous consequences of climate change, inquiry told - by me and @BenDohertyCorro https://…",617843 +RT @emptywheel: Area law man who doesn't believe in climate change (or much else science) worried CPD report isn't scientifically b…,265859 +Alaskan village votes to relocate over global warming - https://t.co/Myh9pePjWh https://t.co/670aK1OnSD,410288 +"A word from James Hansen, NASA climatologist, on climate change https://t.co/UkVCRHhkeZ",708448 +"RT @neighbour_s: Top military experts warn that climate change is a 'catalyst for conflict', now on #4Corners https://t.co/QzbUu4ybn4",254072 +Kate: bigger NGOs are finally seeing how gender equality is integral to fighting climate change @WOWtweetUK #wowldn,791956 +Scott Pruitt turns EPA away from climate change agenda - https://t.co/tXGGw2LwDV - @washtimes,515974 +RT @SenSanders: We have a president-elect who doesn't believe in climate change. Millions of people are going to have to say: Mr. T…,972791 +@KurtSchlichter climate change 'activists' are stupid.,330960 +@AltNatParkSer this is interesting. Trying to RT the @NASA pics of climate change and it won't let me. https://t.co/YZGbQXuvi4,126876 +RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,316154 +Cartoon: If the media covered climate change the way it covers Hillary's email https://t.co/8hHs7PSSUH,179087 +RT @realtonydetroit: The same people left defending Darwins THEORY are liberal DEMS that also believe the fairy tale of global warming. Hmm…,586916 +I welcome global warming about now.,70846 +Yale survey: Seven in ten registered voters (69%) say U.S. should stay in Paris climate change agreement... https://t.co/aMb3lNFo5g,752225 +"RT @LeoDiCaprio: Want to stop climate change, @UWM? See #BeforeTheFlood at your University #BeforeYouVote. +https://t.co/ubMubJMbkv",404604 +@CBSNews Not much. Besides CBS is being untrue to global warming concerns when they suggest that less cars = bad thing. Hypocritical,836527 +"RT @afreedma: If you ever doubt that you can make a difference on climate change, just read this obit of Tony de Brum. https://t.co/WzKGgMn…",678059 +"RT @jswatz: So on the day that Donald Trump nominates climate change denier Scott Pruitt to run EPA, he also meets with… ",333311 +"RT @brianklaas: The guy with the nuclear codes thinks Obama personally wiretapped him, vaccines cause autism, climate change is a hoax & bi…",74980 +RT @newscientist: The epic size of #HurricaineIrma is fuelled by global warming https://t.co/ixxrSUPOCX https://t.co/fLEvGo3qPM,477908 +@RitaTrichur If Canada Goose wants to remain profitable they should be helping to fight global warming. https://t.co/iuBWovBOgK,506657 +"Before we spend more than five minutes together socially I need to know your stance on evolution, and climate change.",980875 +@NASA if found in magnetz thera are a total of 4 magnetz in the ozone layerz to make global warming that are uzebale,805679 +RT @BernieSanders: #ImVotingBecause the future of the planet is at stake. Hillary Clinton will combat climate change. Donald Trump thinks i…,193548 +Obamas fiddled global warming data: *Shamelessly Manipulated* - https://t.co/xxfCa8CWeg #ClimateScam #GreenScam #TeaParty #tcot #PJNet,818493 +"RT @vdare: 'I'm going to die of climate change' + +Millennial leftists literally believe this. https://t.co/psNHWDJ3aP",625918 +"RT @IosefaPolamalu: *Starts snowing in Sandy* +'Ever since Trump was elected global warming has already gone away, wow!' -Bob Salveter +#Di…",215713 +"RT @jqbalter: @TodayAgain1 @sarahkendzior 'global warming = hoax', 'drill baby drill' ... sorry, but Trump/GOP will end human civilization.",126166 +"@6News But Trumpkins tell us that climate change 'Is a Chinese hoax' You mean to tell me,they're idiots without a clue? I'm shocked. 😕",709380 +Want to fight climate change? Have fewer children https://t.co/ZLSGdCKBaq,570628 +"RT @NYTScience: 'If climate change makes eastern North America drier, then autumn colors will be spectacular' https://t.co/w4n3R19OOm",898663 +RT @WIRED: .@AlGore answers all your burning climate change questions. https://t.co/RL7hIJnJyR,103967 +RT @TwitterMoments: Scientists cited climate change and nuclear threats in their decision to move the #DoomsdayClock closer to midnight. ht…,934788 +RT @NickMcKim: Malcolm Roberts is hosting a climate change deniers' meeting at Parliament tonight and I've found a copy of the age…,327499 +"RT @NatGeoChannel: Watch #BeforeTheFlood right here, as @LeoDiCaprio travels the world to tackle climate change https://t.co/LkDehj3tNn htt…",953095 +"RT @350: Our oceans are under too much stress. By 2030, half the world’s oceans could be reeling from climate change:…",592527 +"@Pseudo_Lain @SkyWilliams No see one side advocates climate change fixes, equal rights for all, acceptance love and… https://t.co/QZPWSH00aF",488806 +"RT @kurtisrai: when it's a warm sunny day, but you realize that climate change is slowly killing the planet because it's actually… ",531595 +"Longer heat waves, heavier smog go hand in hand with climate change - Ars Technica https://t.co/GL4rGlswDD",899135 +RT @TwitterMoments: New York's @AGSchneiderman says Tillerson used alias Wayne Tracker to discuss climate change while at @exxonmobil. http…,661210 +"RT @RantyAmyCurtis: Good news is we don't have to swallow your BS on climate change anymore, right? https://t.co/UWbvnDnSvU",311285 +"@piersmorgan Oh, but climate change isn't real.",956537 +Stopping global warming is only way to save Great Barrier Reef https://t.co/cM4aEHDZEZ,536614 +USDA tells staff to stop using the term 'climate change' .. https://t.co/wYejB1TnLr #climatechange,518252 +"RT @UN: .@AntonioGuterres calls on leaders of govt, business & civil society to back ambitious action on climate change…",101697 +six flags ticker symbol https://t.co/Q0oAtiAr3E #global warming simple essay,136250 +RT @SEIclimate: This map shows what Americans think about #climate change. 70% believe US shouldn't withdraw from #ParisAgreement…,571656 +Harry is trying to come up with a chorus about the dangers of global warming eventually,614530 +nytimes: Why so many of President Trump's advisers are urging him to break a key promise on climate change … https://t.co/2BoflibjNg,506382 +RT @ClimateReality: We can debate how to tackle climate change – but the science is settled #ClimateMarch #ActOnClimate https://t.co/jIu5n7…,990558 +RT @cgiarclimate: How farmers in #Uganda are tackling #climate change w/ help of @cgiarclimate_EA https://t.co/UIq3iUnwyE https://t.co/srEv…,414640 +RT @SenatorHassan: I’m deeply concerned with Scott Pruitt’s unwillingness to fight climate change & I’ll vote no on his nomination…,757228 +"RT @iansomerhalder: VOTE VOTE VOTE!!!! +;) VOTING for a candidate that believes climate change is a hoax is the MOST dangerous person to…",741160 +RT @abcnews: #EarthHour's 10th anniversary the biggest yet as famous landmarks go dark for climate change action…,80801 +"@Johngcole I'm on board with climate change, but this is a dumb analogy.",14077 +RT @paytonmucha_xx: Our president doesn't believe in climate change. Nothing will even matter if we don't change the way we treat Mother Ea…,44115 +RT @DataLogicTruth: claimed Ted Cruz's father helped kill JFK; claimed climate change is a hoax created by the Chinese; defended Japanese i…,782491 +Ship made a voyage that would not have happened without global warming https://t.co/iEXaIoNZpc https://t.co/evqeEDF3cV,141116 +RT @ashqueens: it's January 22nd and we still haven't had a snow day & y'all don't believe in climate change,758470 +RT @GRI_LSE: China may be set to take on leadership role in global efforts to tackle climate change https://t.co/i2fDEJcJxE,111565 +RT @Glen4ONT: These two young Ontarians won first place in the #Climathon (climate change hackathon) #Toronto. Way to go…,108937 +"RT @puffin98: Trump and the guy who invented the global warming hoax meet in Mar-a-Lago. Awkward, huh. https://t.co/drQaKOWrYe via @MotherJ…",333960 +Thinking won’t stop climate change https://t.co/X2UMmx3VZ1,495632 +"RT @NatGeoChannel: Watch #BeforeTheFlood right here, as @LeoDiCaprio travels the world to tackle climate change https://t.co/LkDehj3tNn htt…",855633 +RT @KekReddington: @EricTrump @realDonaldTrump there is no global warming says the founder of the weather channel https://t.co/gZhiyeRUE4,387274 +RT @caitrionambalfe: 150 years of global warming in a minute-long symphony https://t.co/ARKfGtVWhM,944823 +@maraayaaa Basi ikaw bala nag cause global warming. Hahaha,676644 +"RT @KFILE: Re: Pruitt, our December look at his interviews on local OK radio he said similar things about climate change.… ",674904 +"RT @nytimes: With Donald Trump in charge, climate change references were purged from the White House website https://t.co/izz8TWVlIq",706197 +RT @thehill: EPA removes climate change page from website hours ahead of #climatemarch https://t.co/1WC520Oieo https://t.co/nv8WkcD0a3,751823 +Donald Trump is about to undo Obama's legacy on climate change https://t.co/EBRkCrSj4o via @HuffPostPol,534701 +Kids now have the right to sue the government over climate change https://t.co/Bf8JPXnSlK via @tridenal,776680 +@Corrynmb @LeahR77 So global cooling became global warming became climate change and will become extreme weather an… https://t.co/nlcZmHD1nr,856934 +Yet some say there is no global warming https://t.co/QB8VtO1Cs2,838992 +RT @elliegoulding: Talking with you all last night about climate change just reminds me how woke my fans are 😂 guess it's up to other peopl…,73072 +Farts cause global warming,592976 +RT @Pedro__Garcia16: Our new president thinks global warming is a hoax created by the Chinese & his second in command thinks you can shock…,120301 +@TheDailyShow Taking JUST climate change I think most decent people would rather see D.C. burn than Prez Trump and right wing congress/court,477557 +"RT @FakeJDGreear: I don't want to say this global warming thing is true, but I just saw a polar bear waxing his chest.",331101 +"RT @Jawssimm: .@JeremyLefroy Please don't let the #DUPdeal turn back the clock on abortion, gay rights or climate change.",587789 +"In race to curb climate change, cities outpace governments +https://t.co/hlLxyN6l9H +#top #news https://t.co/wFWwvRDO3f",106773 +RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,714124 +RT @SuomiFinland100: Finland and Arctic Council take aim at climate change https://t.co/jE8m2eoAkz #finland100 #arctic via @thisisFINLAND,772086 +"RT @TheReel_in: Watch, absorb and act upon Leonardo DiCaprio’s dire warnings on climate change in ‘Before the Flood’ https://t.co/hb3kiVzWbg",656418 +"If you guys haven't watched Before the Flood please watch it, educate yourself on climate change and learn how much danger our world is in",372287 +Newly discovered peatlands must be protected to prevent climate change - https://t.co/Q8fKQhVw57… https://t.co/D2TtRjArEJ,481477 +"EPA head Scott Pruitt denies that carbon dioxide causes global warming + +https://t.co/hGZ0g1HcCo + +These people run the fucking government.",938734 +"Rural, regional communities feeling the effects of climate change https://t.co/CqcgeMuafZ",922926 +@AUSpur that's what we say to make fun of those who say global warming is BS when we have a big snow storm bro,339447 +"Tackling climate change is the “biggest economic opportunity” in the history of the US, the Hollywood star and... https://t.co/OalUMkk1Tc",325978 +"RT @ABridgwater: I need Middle East climate change technology spokespeople today/tomorrow please, gmail me or Tweet + +#journorequest…",42066 +RT @EcoInternet3: Angela Merkel says it was 'right' to confront Donald #Trump over #climate change: Independent https://t.co/6hhVS7724u #en…,382638 +RT @CNN: No snow where there should be. Bleached anemones. Cracks in the ice. This is what climate change looks like:…,16052 +RT @realDonaldTrump: The concept of global warming was created by and for the Chinese in order to make U.S. manufacturing non-competitive.,450371 +"RT @vnuek: Now having a pet causes climate change, according to science alarmists... is pet shaming next? https://t.co/kqcFIvhvu4",450653 +RT @camanpour: He used to research climate change. Then came Trump. Now he collects royalties from oil & gas companies for the govt https:/…,299753 +RT @AmazonWatch: Open letter to #EquatorPrinciples banks: stop financing climate change; stop financing the Dakota Pipeline.…,643564 +"why are people talking about #blizzard2017 and that climate change doesn't exist??? 'oh no, the science is a hoax! It's all witchcraft :0'",975417 +RT @HuffingtonPost: Trump team requests list of government employees who worked on climate change https://t.co/NkXSLDypSq https://t.co/kwZ5…,890333 +RT @SenSanders: We have a president-elect who doesn’t believe in climate change. That’s frightening for this country and the world.,759258 +RT @thehill: Rahm Emanuel posts climate change webpage deleted by Trump administration https://t.co/XLdwMo2T6X https://t.co/iEKepqgTck,82004 +"RT @inashamdan1: Teacher: What problems do you find in todays society +My class: Sweden's contribution to climate change, rasism agai… ",187640 +RT @nowthisnews: Plant life is beginning to thrive in Antarctica thanks to climate change https://t.co/kwMBF15dZy,790339 +RT @PDChina: Horrible effects of #globalwarming: Time for us to look at the damaging effects of global warming. https://t.co/zhoboLTFKw,760264 +"RT @splinter_news: How fossil fuel money made climate change denial the word of God +https://t.co/DU9o9LbOrZ https://t.co/Av0ev0GY0i",34404 +RT @thehill: Rahm Emanuel posts climate change webpage deleted by Trump administration https://t.co/WMoMgK6DXS https://t.co/JneCacsRwF,387284 +@greta One group of dogs gets propagandized all day about global warming & being male & the other group gets doggie lollipops & unicorns?,111495 +RT @MemeoIogy_: if global warming isn't real why did club penguin shut down,263613 +RT @WeNeededHillary: EPA head falsely claims carbon emissions aren’t the cause of global warming https://t.co/3V7C9BsL6I https://t.co/QgnQf…,811478 +"@Eiology lol facts. +But also 'global warming isn't just a bunch of hot air'https://t.co/Ydt9Bp2miY + +Unless you're in Sudan of course. 😂",615025 +@MagWes @etzpcm @KirstiJylhae 1st glance -climate change is either believed or denied..all the sceptics I know believe in AGW/climate change,709431 +Oregon to join climate change coalition after Trump pulls out of Paris agreement https://t.co/DeM0Vltx5B,815398 +RT @Hopeniverse: รีวิวรส global warming ค่ะ โดนหน้าตาน่ารัà¸หลอà¸ให้ซื้อมา เหมือนเคี้ยวโอริโอ้à¹ล้วà¹ปรงฟันไปด้วยในเวลาเดียวà¸ัน https://t.co/Xq…,429819 +RT @AnnCoulter: Much like the ever-lengthening timeline for the world to end because of global warming. https://t.co/RzdpPddOjx,55201 +"Good for the Dept of Energy + +U.S. Energy Department balks at Trump request for names on climate change https://t.co/q7ddV8XWEg via @Reuters",918786 +RT @ChelseaClinton: Research on glaciers is providing further evidence of climate change: https://t.co/vvEb2yLN6V,505250 +"@PressSec You're right, the earth is a dangerous place. Especially climate change being our biggest threat. But y'all don't recognize that",811168 +"@CNN This is insane. Climate change and global warming are real, every child knows this!",616510 +Understanding alternative reasons for denying climate change could help bridge divide: An… https://t.co/kTy4GDXWiq,810332 +RT @britneyspears: Does anyone think global warming is a good thing? I love Lady Gaga. I think she's a really interesting artist.,778191 +"Well, guess who's not done losing his shit on climate change deniers and getting laughed at",644140 +RT @leahmcelrath: Ebell's job will be to dismantle the Obama Admin's climate change related infrastructure and spread climate change…,614087 +"Man-made climate change denier at the center of the solar system asks @DanRather- + +'What's the frequency, Kenneth?' https://t.co/fwBfscDdo0",350693 +"@Victoria_hch @ExeposeFeatures I agree.The main problem is,many know man made climate change is real but itis about the willpower to change.",224411 +RT @CNN: Emails reveal USDA employees were advised to avoid the term 'climate change' and instead use 'weather extremes'…,187760 +& several hundred arrests of company execs. US leaders are still debating if climate change is real & reviving an ineffective war on drugs,673695 +"Longer heat waves, heavier smog go hand in hand with climate change https://t.co/jcqZvw7JNx https://t.co/8K6xZ9pjON",624957 +RT @democracynow: .@dan_kammen on U.S. obligations to cut carbon emissions and consequences of Trump's climate change denial https://t.co/Z…,682615 +Arctic reindeer in the North Pole are SHRINKING and becoming lighter and it's all because of climate change #UkNews https://t.co/IssmcyopLt,674916 +Six irrefutable pieces of evidence that prove climate change is real https://t.co/meTT70HDri https://t.co/Bpsl5BVFz5,404402 +RT @politico: #BREAKING: Trump to pull out of Paris climate change agreement https://t.co/bx11PDNOFn https://t.co/bLr7Jo8Kri,53072 +RT @SenSanders: We have a president-elect who doesn’t believe in climate change. That’s frightening for this country and the world.,48112 +@theintercept It's why nobody trusts or watches corporate media they never talk about climate change never talk abo… https://t.co/IBF3VQukSJ,785837 +"In UNSC discussion on @UNSomalia, @Bolivia_ONU cites concentrations of wealth, climate change, that fuel famines, gross inequalities.",184816 +RT @DDurnford: A president who thinks climate change is a hoax and a VP who doesn't believe in evolution. Great day for science.,230210 +@withnaeun @dindanim @poccaguri Sekolah apanya? Skripsitnya a? Hahahah gak mandi itu malah menghemat air mengurangi global warming loh haha,915999 +RT @brittaneywarren: .@jjkirton says @g7 leaders @ Italy should specify an agent in the climate change commitments they make at Taormina to…,376465 +"RT @Newsweek: Trump's policies on climate change are strongly opposed by Americans, a new poll indicates https://t.co/R8TlePic77 https://t.…",194186 +RT @ajplus: Leo takes on climate change skeptics: “You might as well not believe in gravity.â€ https://t.co/v8EdagKObD,106745 +"Achieving a global adaptation goal for climate change, by @SaleemulHuq +https://t.co/qRaxS3LaDU +@cnazmul78 @ICCCAD @Gobeshona",992715 +Porio: Anthropogenic activities cause climate change. I always ask my students: are you cooling the Earth or healing the Earth?,274295 +75+ US mayors refuse to enforce Trump climate change order. So important to elect leaders committed to environment.… https://t.co/VPSjuWdmx5,841614 +RT @CityJournal: Withdrawal from the Paris Agreement could lead to real action on climate change through nuclear power.…,855159 +"RT @UN_Women: Tonight: 8:30-9:30PM, join #EarthHour & turn off all lights to bring attention to climate change. Learn more: https://t.co/ek…",369248 +"RT @ErikSolheim: Over 59,000 farmer suicides linked to climate change in India, study finds. +Shocking, appalling numbers! +https://t.co/YYrk…",400854 +RT @TheGlobalGoals: TWELVE of our #GlobalGoals are directly linked to climate change. The #ParisAgreement is essential for their succes…,232119 +RT @HuffingtonPost: UN: Paris deal won't be 'enough' to avoid worst effects of climate change https://t.co/2OzsX1RyKK https://t.co/Ube2xB0…,770087 +RT @easysolarpanel: The worst thing we can do for our #economy is sit back and do nothing about climate change. https://t.co/w8P5ocW4Bb #cl…,61801 +US researchers claim ‘Beef ban’ can mitigate climate change. https://t.co/DnUtEIDf6C via @postcard_news,582837 +RT @AnonyPress: 2016 was the year that the United States elected a man who believes that global warming is a Chinese conspiracy,696188 +Look at the climate change data on NASAs website! @realDonaldTrump 2,710747 +RT @giorgio_gori: Via dal sito della Casa Bianca il rapporto sul global warming. Al suo posto il piano di rilancio dei combustibili fossili…,943396 +RT @BernieSanders: #ImVotingBecause the future of the planet is at stake. Hillary Clinton will combat climate change. Donald Trump thinks i…,943553 +«The Mediterranean will become a desert unless global warming is limited to 1.5C»,957958 +RT @mcnees: 'President-Elect nominates Siberian zombie anthrax virus from a global warming-thawed reindeer corpse to head Centers for Disea…,170910 +@robcham fanart of climate change! fanart of the dangers of humanizing propagandists! fanart of the vitality of human connections!,680524 +"RT @Rick_Frank: We're too late to stop global warming with renewables. We need to do something much more drastic, s... | @scoopit https://t…",565587 +RT @chriscmooney: Scott Pruitt’s office deluged with angry callers after he questions the science of global warming https://t.co/EvaDVnbK8X,749902 +They'll tell you they're doing it to save you from global warming. They're lying https://t.co/PRFpiM7pyj #OpChemtrails,748072 +RT @markhoppus: Soup is here thanks for all the great tweets have a great weekend. Also climate change is real and leaving the Paris Accord…,937512 +"Smog over Shanghai, but tell me more about how the U.S. is contributing to global warming.. https://t.co/0CsS4PHErl",130999 +"RT @WWF: When it comes to the fight against climate change, there’s reason to be hopeful. #PeoplesClimate https://t.co/GaREcRvTMe",342929 +@frackfreeunited @CrossFrack @kevinhollinrake voted 8 times against measures prevent climate change Thinks… https://t.co/WfyNRvByb9,406526 +RT @DavidPapp: I wrote THE BEST presidential briefing on global warming for Donald Trump https://t.co/hpCDOF1XDT,281624 +EnvDefenseFund: These 3 charts show how climate change is the world’s biggest risk. https://t.co/WPuouJ53s0,111021 +RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,898463 +"RT @sierraclub: As the #ParisAgreement comes into force, remember that Trump would be the ONLY world leader to deny #climate change…",920547 +Donald Trump expected to slash Nasa's climate change budget in favour of sending humans back to the moon - and beyond,300268 +RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,6377 +RT @solomongrundy6: Trump says ‘nobody really knows’ if climate change is real https://t.co/UTombh6ejK @ChuckNellis @Sfalumberjack21 @Hope0…,150851 +"RT @BostonGlobe: Sen. Markey calls Pruitt, tapped to lead EPA, a “science-denying, oil-soaked, climate change-causing polluter” ally… ",836682 +@NBCNews Probably has nothing to do with climate change. Ha!,975094 +RT @bigdaddy69780: @Johndm1952 @GlennMcmillan14 funny how global warming is so real but lower mainland bc hasn't seen harsh weather like th…,303263 +Russian President Vladimir Putin says climate change good for economy https://t.co/DYsiSpHL6E,469044 +My mom just told me she'd kick me if I didn't believe in global warming and my dad is sitting on the couch bottle feed,826563 +RT @BernieSanders: 'The concept of global warming was created by and for the Chinese in order to make U.S. manufacturing non-competiti…,879918 +RT @nytimes: Donald Trump has called climate change a hoax. A Chinese official says it is anything but. https://t.co/N7y35LTyN2,803773 +"RT @superdeluxe: Oh the weather outside is frightful +Due to climate change denial",535044 +RT @realDonaldTrump: The global warming we should be worried about is the global warming caused by NUCLEAR WEAPONS in the hands of crazy or…,129239 +"CNN: Future climate change events could lead to premature deaths, experts said during an Atlanta climate meeting https://t.co/jXrQKrz1vU",123544 +"RT @climo2017: We have plan to REVERSE global warming. + +Learn about it here: + +https://t.co/3USdpImZP7 + +#climatechange #revolution…",955118 +"RT @CBCSunday: Trump's position on climate change could be his biggest threat to global security, warns @ProfPRogers: https://t.co/Ma7J1OFw…",763466 +RT @SenSanders: We have a president-elect who doesn’t believe in climate change. That’s frightening for this country and the world.,302824 +RT @RiffsAndBeards: Do the White Walkers in GoT represent the threat of climate change?,970253 +RT @DrPsyBuffy: 23. We can’t say “elect reps who understand and accept climate change” but instead we need to say we want to,536636 +Support renewable energy sources & save out nation & planet from the destructive effects of climate change. #GPUSA https://t.co/Lq3dquj0B7,225644 +RT @Reuters: Trump to sign order sweeping away Obama climate change pledges. Via @ReutersTV https://t.co/zCgYEUkEN7 https://t.co/m6Ko6xkBLY,901410 +"RT @pollreport: Is climate change a hoax? +details: https://t.co/CuNMYc00Hw https://t.co/hhYz55T1BJ",976357 +RT @mercedesfduran: The Trump administration just disbanded a federal advisory committee on climate change https://t.co/ZF12cFq7aN,276425 +.@EPAScottPruitt doesn't think CO2 drives climate change? Let's send him a copy of 'Global Warming for Dummies': https://t.co/ZDEvXdhUtF,698782 +"RT @BitaAmani1: 'in causing climate change, the federal government has violated the youngest generation’s constitutional rights to… ",476182 +"♥The Taiwan government should apologize to the whole world, making air pollution caused the global warming. + +https://t.co/c8sCBHmknu",560795 +"We can't understand the reality of man-caused climate change without understanding all of the various factors: physics, chemistry, geography",734099 +"These climate change deniers must be condemned and stopped. Some things are worth more than profit, like the EARTH. https://t.co/FN4svmrGcq",874279 +"RT @NatGeoChannel: Watch #BeforeTheFlood right here, as @LeoDiCaprio travels the world to tackle climate change https://t.co/LkDehj3tNn htt…",528799 +RT @KKelseyBITCHH_: Polar bears for global warming https://t.co/8JsbiG0TfP,844516 +"RT @davidsirota: Great work, humans -- and special congratulations go out to the climate change deniers https://t.co/9gvNMPV8it",42001 +RT @crunkboy713: how do people in Florida vote for someone who doesn't believe in climate change🤔 there whole shits about to be flooded in…,729333 +"RT @UKIPNFKN: Macron wants American researchers to move to France to fight climate change via @UNFCCC +#Trump #ClimateChange +https://t.co/sx…",910929 +"A Modest Proposal... + +To fight climate change, start with Leonardo DiCaprio's private jet lifestyle https://t.co/j0bbVWvIqK via @usatoday",436637 +Conservatives can be convinced to fight climate change with a specific kind of language https://t.co/eSfU9ri2LJ via… https://t.co/cqB3XsyO9K,539943 +RT @EllenGoddard1: Indian farmers fight against climate change using trees as a weapon https://t.co/nMZjw3BsV6,158515 +"RT @SciForbes: The first climate model turns 50, and predicted global warming almost perfectly: https://t.co/5OxrL2Cnr8 https://t.co/QijWyd…",913083 +Looking for fiction about climate change? Pulp fiction is full of it — with a twist. - Washington Post https://t.co/L0xLEqcngV,196246 +RT @Newsweek: Global climate change battles are increasingly being won in court https://t.co/cfWRoydRrb https://t.co/BBXmMbPZXk,312900 +RT @SenSanders: We have a president-elect who doesn't believe in climate change. Millions of people are going to have to say: Mr. T…,247152 +RT @SenSanders: We have a president-elect who doesn't believe in climate change. Millions of people are going to have to say: Mr. T…,621919 +RT @drvox: 'So much more dying is coming.' @dwallacewells is superb on our failure to grasp the true danger of climate change. https://t.co…,72893 +I wish global warming meant that I would be warm right now. There are so many reasons to hate global warming.,989727 +RT @fivefifths: We can expect a rise in many insect vector-borne infectious diseases because of climate change https://t.co/sonNFMmRUj,828411 +RT @taylorcIark: if global warming doesn't exist why is club penguin getting shut down,231642 +RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,294532 +19 House Republicans call on their party to do something about climate change | Dana Nuccitelli https://t.co/8DscIDcM4Q,322655 +RT @voxdotcom: The next president will make decisions on climate change that echo for centuries. We haven’t discussed it. https://t.co/BVNW…,238643 +"RT @collins11_m: @WayneDupreeShow I listened to this entire thing & in conclusion, climate change believing liberals R just as bad a…",226893 +"RT @JJfanblade: I'm with Trump on this,global warming is a lie, it is a device designed by governments to raise taxes and to enrich…",22945 +@canokar I truly apologize for contempt of your 'religion of global warming' since I posted tweet I received what is akin to fatwa hate.,667052 +@reason climate change is serious....,330901 +RT @BillMoyersHQ: All you need to know about climate change in 12 minutes. https://t.co/dlLfoUW85O,893735 +RT @thehill: EPA chief: Carbon dioxide is not a 'primary contributor' to climate change https://t.co/TjC6hqokK3 https://t.co/rkWMjzj4ws,844155 +RT @SethMacFarlane: HRC proposes installing half a billion solar panels by the end of her first term. Trump thinks climate change is a hoax…,598545 +"Trump changes his tune on climate change, jailing Clinton https://t.co/cYy9c0qtrH",792602 +"RT @AmyELCAadvo: 'When @ELCA faces challenge of climate change we don't despair, we act' #ELCAadvocacy https://t.co/gbxp4fDkoL",81394 +RT @_CJWade: The craziest part about Florida voting for Trump is the whole state is going to be underwater once he defunds climate change r…,79720 +RT @PiyushGoyalOffc: It is a matter of great happiness that all 193 countries agreed on every aspect of the climate change in the Paris Agr…,450891 +"RT @plmcky: If you feel pleasantly siloed from the Trump disaster, keep in mind US will no longer be fighting climate change. https://t.co/…",689110 +"RT @RickSmithShow: Other countries SHOULD move on w/o us, if we're going to be hostile to environment & climate change, to be pro-war. +@sar…",603282 +>100 students will be challenged to look at pollution through the perspectives of sustainability and climate change https://t.co/dOs30hPvqM,151774 +RT @nadabakos: Here is why u have to care about global warming: snakes will grow to be much larger with hotter temperatures - we will be ea…,427833 +Factcheck: World’s biggest oil firms announce miniscule climate change fund https://t.co/Zzbu7uh2ry via @energydesk,514030 +"Best thing Chelsea Clinton can do is fight like hell for equal pay, reproductive rights, climate change and the oth… https://t.co/gedfwJ6wOP",450842 +"Good stream of reasons. In the interests of climate change - shouldn't we stop @KellyannePolls coming on, since sh… https://t.co/fhYQ6FPXxm",663940 +"As it goes with droughts and global warming - first it doesn't rain, then the fires start. https://t.co/CjXi6i4duP",289537 +RT @IsaacHayes3: It's 69° on December 19th but there's no such thing as global warming. 🙄,93580 +RT @CrEllenWhite: Masses of Australians are fatigued by climate change discussion? Masses of Australians want to save the planet! #qanda,999485 +Science Express train to create climate change awareness,16012 +"RT @jaketapper: In executive order, Trump to dramatically change US approach to climate change https://t.co/0smG0SqGLm",602434 +people touch the tippy top the the ice berg and think they can start global warming,128526 +#MostRead U.N. delegates worry Trump will withdraw from climate change plan. https://t.co/3KT63Ip2Ag,567878 +RT @JordanFredders: Rob Green could stop global warming.,311040 +RT @ClimateCentral: Children suing U.S. over climate change add Trump to suit https://t.co/8qWTIWstd4 via @insideclimate https://t.co/NnYTn…,397558 +"RT @guardiannews: 5ï¸⃣ Away from Article 50, the Paris climate change agreement comes into force https://t.co/wFbndAvfJn",659249 +RT @DonnaWR8: #POTUS gives @Pontifex set of #MLKs Books to be kept in Vatican.Pope gives @POTUS a letter on climate change? #MAGA https://t…,732039 +RT @POLITICOMag: Harvey is what climate change looks like in a world that decides it doesn’t want to take climate change seriously. https:/…,257083 +An Inconvenient Sequel review – Al Gore's new climate change film lacks heat: The former vice president’s latest… https://t.co/igIJfhwJrN,653366 +The only 'rights' to which the effects of climate change are applicable are the rights of every human being not to be sick from pollution.,764741 +RT @OfficialJoelF: President Trump will reportedly sign executive order tomorrow that will roll back on Obama's climate change policies htt…,240417 +RT @JuddLegum: 1. How long do we have to pretend the Stephens' incorrect FACTS on climate change are an opinion?…,941193 +RT @stephenmcdaid: @robinince NZ has gone crazy tonight. We have a tsunami warning here in Christchurch. Havent heard the climate change th…,249928 +CDC abruptly cancels long-planned conference on climate change and health https://t.co/XFyut2pRG8,355194 +RT @AlternateUSFW: 'Everywhere I look there are opportunities to address climate change and everywhere I look we are not doing it.' @BillNy…,466127 +"RT @DavidCornDC: Hey Florida, nice little Everglades you've got there. Thanks for voting for a climate change denier. See you in hurricane…",986184 +RT @BillMoyersHQ: Some of the kids suing Trump over climate change have already experienced its effects firsthand @youthvgov https://t.co/w…,194736 +RT @sarahjolney1: Heathrow expansion would be huge step back in fight against climate change. Let's send a shockwave through Downing St aga…,193995 +"#AlGore talks about his award-winning 2006 film and his new documentary, which looks at the climate change fight... https://t.co/ilxNPcUcue",630191 +"RT @KatyTurNBC: Trump says he will cancel Billions of dollars to the UN for global warming. 'By the way, no one knows what happens to that…",467505 +RT @USAneedsTRUMP: 😂 you mention the govt climate change scam & all the liberals get triggered 😂the same ppl believing Obama the last 8 yea…,385475 +@charleshernick @AmericanCRs A former Independent whose debut interview declares 'Reagan is out' and a moderate for climate change?,537515 +RT @ABC: EPA chief Scott Pruitt's language on climate change contradicts the agency's website. https://t.co/f0eJ2Fo5aT https://t.co/LJb5MxH…,689188 +Ship made a voyage that would not have happened without global warming https://t.co/hNw1yhhOtB https://t.co/AYWUSE7GH9,629787 +#weather Trump to unravel Obama’s anti-global warming projects – Houston Herald https://t.co/oe2FCqZXBP #forecast,125791 +"@RT_America We can't stop global warming! +https://t.co/Y2v4ZoMSkR",873126 +for those voting for hillary because you think she's against climate change https://t.co/Js33HcyCT5,634159 +RT @ThoBaSwe: Repeat: Evolution is not a theory. Man-made climate change is not a theory. Endocrine disruption is not a theory. S…,5824 +RT @LayaBuurd: i'm alive. my family healthy. my friends prospering. my boyfriend fine. my dogs love me & global warming hasn't kil…,626130 +RT @_richardblack: Prince Charles pens climate change @ladybirdbooks highlighting increasing UK flood risk https://t.co/DCxw9GRxiI https://…,710596 +"#NoDAPL: Either @Potus doesn't actually believe in climate change, or he's willing to shelve it for big business. Think about it #Berners",739055 +"If you voted for trump does that mean you actually deny climate change, do you people realize what you fucking supported?",584269 +RT @washingtonpost: The left and right agree: Fox News destroyed EPA chief Scott Pruitt over climate change https://t.co/DbutGjT5Vn,930286 +China on Tuesday rejected a plan by Donald Trump to back out of a global climate change pact.,803604 +Watch: Chris Wallace confronts Al Gore over his faulty climate change claims that never came true https://t.co/qlsxU2RAvB,902313 +"RT @UNESCO: Megacities are forming an alliance, with UNESCO, to manage water under climate change #COP22…",365571 +"RT @Monicks: To Breitbart from https://t.co/A7qqogdvP4 'Earth is not cooling, climate change is real & please stop using our vid… ",418391 +"RT @HaikuVikingGal: 'G20 summit ends with Trump at odds over climate change' + +Always the outsider. History will not be kind to Trump https…",260874 +"RT @NatGeoChannel: Watch #BeforeTheFlood right here, as @LeoDiCaprio travels the world to tackle climate change https://t.co/LkDehj3tNn htt…",53754 +Judge rules school children can pursue climate change lawsuit against Washington State https://t.co/g9kN4OYPCf,406691 +@LouiseMensch Lock her up. Climate change is a hoax. Crooked Hillary. You are a climate change. Hillary is a hoax. MAGA DonAld libtard DISAS,958946 +"RT @BJPsudhanRSS: Retweeted #GiveUpAMeal for Gou (@goushakti): + +#EarthDay +Beef provides major contribution to global warming... https://t.c…",135258 +RT @michikokakutani: 'NASA's climate change research will likely be scrapped by Trump.' via @newsweek https://t.co/AS4wZpTi4l,349414 +Say what? Unfortunately that is partly the problem with the branding 'global warming'. It's CLIMATE CHANGE people!… https://t.co/LCPzOHNWl5,988959 +"RT @nwbtcw: The problem right now isn't climate change deniers, it's those in power who profit from the industries destroying our planet #c…",954431 +RT @YaleE360: 'Our children won’t have time to debate the existence of climate change; they’ll be busy dealing with its effects'…,985836 +RT @thehill: Trump officials to meet on future of the Paris climate change accord https://t.co/LlwnDp5Fb8 https://t.co/Yhsww94M1w,698510 +RT @sbstryker: Paris Hilton has a better record on the environment and climate change than Donald Trump. https://t.co/OvI0EB9A2w,509363 +"RT @_iwakeli_i: When you hear 'climate change,' think polar bears but also think human displacement, migration and relocation. IT'S ALREADY…",625498 +"RT @patagonia: If our elected leaders fail to approach the environment & climate change as serious issues worthy of urgency & action, it wi…",896827 +"RT @divyaspandana: We all make mistakes. Eg, this gentleman here on climate change who happens to be our PM. Not sure if this is a mis…",393734 +RT @Greenpeace: Tired of dealing with climate change denying trolls? Here's some help https://t.co/dpp3JqxwEu https://t.co/FXlnUX8UHT,326465 +RT @nobby15: How climate change is affecting the wine we drink https://t.co/w2QRvbwXm1 via @ABCNews,856169 +RT @DavidLeopold: And they're getting ready to purge the Energy Dept of those that do not deny climate change https://t.co/rZ3CpBdZHA…,404748 +"Scott Pruitt wants some kind of strange climate change showdown +https://t.co/d3E7dIci1H https://t.co/vu6656Ul2j",330862 +People that voted for trump probably think global warming isn't real 😂 #notmypresident,455496 +"@marcorubio how can you not believe climate change it's our fault? Petroleum and energy production, pollution. Are u serious?",571982 +RT @BillMoyersHQ: These CEOs are trying to stop shareholders from knowing how climate change affects their wallets https://t.co/BjdNMDQmje,298506 +RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,98423 +RT @AJEnglish: What does Africa need to tackle climate change? https://t.co/xGR8lazxSN https://t.co/gClZki3gfV,660483 +RT @washingtonpost: Corrected satellite data show 30 percent increase in global warming https://t.co/fkLw2CkSZG,219919 +RT @EnvDefenseFund: Both parties agree: Scott Pruitt needs to be held accountable for his misleading comments on climate change. https://t…,967026 +"RT @Haggisman57: When 225 Canadians jet to Morocco to ‘fight climate change’, they emit clouds of hypocrisy https://t.co/wfD91dyl0m #cdnpol…",640859 +RT @AOMGAUSTRALIA: Conclusion; theyre saving us from global warming,574291 +RT @AP: Follow AP reporters as they sail through the Arctic's fabled Northwest Passage to document climate change's impact.…,673739 +RT @Slate: Trump will be the only world leader to deny climate change: https://t.co/0uCR0DV2jb https://t.co/a1BiBH3wE8,490703 +Exxon Mobil urges Donald Trump to keep US signed up to Paris Agreement on climate change https://t.co/Gpq5duUwl4… https://t.co/4SRctzjg2H,811513 +"RT @Drolte: @billmaher RealTime's panel keeps dancing around the economy, technology, climate change, and greed. Please interview @Zeitgei…",357267 +"RT @surfinchef61: I just joined @NatGeoChannel @21CF in combating climate change. Take action #BeforeTheFlood +https://t.co/J9Bkz2OlOv",366205 +"RT @ProgGrrl: a nightmare scenario for environmental preservation, climate change, wildlife protection, energy policy https://t.co/WTEVCJiM…",47116 +RT @markmccaughrean: @AstroKatie And US inaction on climate change could contribute to us reaching the tipping point: it's hard to overstat…,41555 +RT @babitatyagi0: Gurmeet Ram Rahim Singh has started a campaign to eradicate bad effects of global warming. What is it ?,666135 +RT @seattletimes: How Capt. James Cook’s intricate 1778 records reveal global warming today in Arctic: https://t.co/HX8bJHNaPJ https://t.co…,997640 +"In executive order, Trump to dramatically change US approach to climate change https://t.co/dvncPJxmph TY @POTUS @RealDonaldTrump GBUIJN+",381416 +RT @ShehabShamir: a good piece from @SaleemulHuq on the loopholes in the current climate change regime & changes suggested! #COP22 https://…,168327 +RT @thehill: CO2 levels in atmosphere hit new high as EPA head denies its role in climate change https://t.co/dGMFsVq7Vm https://t.co/KU6Fk…,492253 +"RT @WillOremus: As a rule, Big Oil understands climate change far better than most of the GOP. Including Trump. https://t.co/cRCH0Yzooc",422735 +"#Leaders change. The #political climate changes. Everything changes, BUT God & He's still in control. 'I the Lord do not change' (Mal.3:6).",667117 +RT @miel: if you are not wanting to 'get political' consider this - trump's actions re: climate change will render this plane…,202823 +RT @BIZPACReview: Bill Nye’s scary rebuke of CNN for allowing opposing climate change view sums up the Left in a nutshell…,10908 +RT @nytimes: A majority of people agree that climate change is harming Americans. But they don't believe it will harm them.…,366599 +Paris Agreement in force today. NZ among the first to ratify. Big day in the climate change battle. #ParisAgreement https://t.co/3s1FWJqetr,394665 +RT @BeyondCoal: Granddaughter of coal breaker becomes local leader against climate change https://t.co/FYgL1s94nz @samanthadpage @thinkprog…,734589 +How climate change makes hurricanes and floods worse https://t.co/xDLo8pdSsu,210821 +"RT @ImperfectGirl07: ðŸ‘ðŸ¼ðŸ‘ðŸ¼ðŸ‘ðŸ¼ +Did you know? +A tree can absorb up to 48 lbs of carbon dioxide a year. +Plant a tree - reduce global warming. ht…",191243 +Artist shows what climate change will do to our national parks with a new poster series. https://t.co/LIshLjmCQH… https://t.co/kU78OQzDG9,435686 +"RT @NewSecurityBeat: New report from @adelphi_berlin analyzes links between climate change, fragility and non-state armed groups…",7931 +Five ways to take action on climate change | Global Development Professionals Network | The Guardian https://t.co/e2KlTh3TuV,331666 +#Halloween's ok but if you really wanna get scared watch @NatGeo's new​ climate change doc with @LeoDiCaprio… https://t.co/RGb4ixueW7,998608 +"RT @YaleE360: As climate change rapidly melts away sea ice, countries are prepping for new shipping routes through the Arctic.… ",598170 +RT @cieriapoland: this halloween gets a lot scarier when you consider that bc of global warming it's 80 degrees in October & we are destroy…,981822 +"RT @realDonaldTrump: It's freezing outside, where the hell is 'global warming'??",349039 +Most wood energy schemes are a 'disaster' for climate change https://t.co/tZagmmHBB0,131708 +@RRMeyer2 @EnergiewendeGER Now it's 'catastrophic' climate change? ��,440962 +Congress' top climate change denier continues his attack on states probing Exxon https://t.co/1xP3xxCGJG https://t.co/1CVUTnw6IU,719287 +"RT @business: Trump wants to downplay global warming, but Louisiana won’t let him https://t.co/IrWRqiBlhi https://t.co/wPhDmosW8s",866736 +"RT @GreenEdToday: The good news is we know what to do, we have everything we need now to respond to the challenge of global warming.…",793383 +"RT @paulengelhard: If 99% of scientists tell you that climate change is real, and Trump says it isn't, then the only intolerant ideology in…",486705 +Disrupt your business model to take action on climate change https://t.co/2oTlFbryZg via @ecobusinesscom,206701 +RT @mcspocky: Jane Goodall calls Trump's climate change agenda 'immensely depressing' https://t.co/UseSirPbkK https://t.co/GhCeEv31WR,812095 +"RT @laurenepowell: We have the tools, minds, & motivation to address climate change now. Honored to address the global community leadi…",813429 +"RT @NatGeoChannel: Watch #BeforeTheFlood right here, as @LeoDiCaprio travels the world to tackle climate change https://t.co/LkDehj3tNn htt…",300273 +"RT @ClimateReality: The @WhiteHouse calls climate change research a “waste.” Actually, it’s required by law https://t.co/1trh7QkOQH https:/…",246003 +RT @theoceanproject: Coral reefs: living and dying in an era of climate change https://t.co/060X2hCWM2 https://t.co/DrOvLBjFp6,357693 +Rex Tillerson 'used email alias' at Exxon to talk climate change - BBC News https://t.co/oZpP7OqxhY,127689 +"RT @MichaelGerrard: Public opinion shifting on climate change: more and more people believe it's happening, humans cause it, and they'r…",554542 +Weather warning: Intrepid's co-Founder on how you can stop climate change ruining travel .. https://t.co/dCDq20YcOL #climatechange,713892 +"In challenge to Trump, 17 Republicans in Congress join fight against global warming https://t.co/ARW9bwNOTq",855661 +"https://t.co/5TvARPUmgh +Meet 9 badass women fighting climate change in cities +#climate #women #women4climate https://t.co/1Y2AFE7p48",413022 +"RT @democracynow: 'The planet is drowning in denial' of climate change, writes Amy Goodman: https://t.co/V8O8dLtD8m",204680 +RT @Fusion: America is about to become the only country in the world with a leader who doesn’t think global warming is real.…,865502 +"RT @TheReel_in: Watch, absorb and act upon Leonardo DiCaprio’s dire warnings on climate change in ‘Before the Flood’ https://t.co/hb3kiVzWbg",70808 +Finance remains the biggest barrier for cities in tackling climate change: https://t.co/a3w1KlFIo8 #investincities,542694 +"RT @toby_w_hunt: Michael Gove attempted to have climate change removed from the geography curriculum, now he is Environment Secretary. Tori…",521642 +"RT @RT_com: ‘River piracy’ taking place at breakneck speed, climate change to blame - geoscientists +https://t.co/2eTZCoOG86 https://t.co/1…",90760 +Mike Nelson: Winter's arrival is perfect time for talk about climate change - The Denver Channel https://t.co/O92N7U2XjB,599952 +"RT @314action: EPA wants to debate climate change on TV - challenging scientists to prove global warming is a threat. Bring it on? +https://…",116224 +RT @NBCNightlyNews: Think global warming is bad now? It is going to get much worse researchers predicted Monday. https://t.co/Vo0tKTQX8E,781730 +"Shrinking mountain glaciers are ‘categorical evidence’ of climate change, scientists say - https://t.co/B9KO3Z415T https://t.co/j5fNlU2v5R",222272 +"@SSextPDX @golden_nuggets Sent one from NASA, Here is another - where's global warming? Arctic ice caps grow… https://t.co/XUKMQFxd3T",520111 +"RT @NatGeoChannel: Watch #BeforeTheFlood right here, as @LeoDiCaprio travels the world to tackle climate change https://t.co/LkDehj3tNn htt…",470642 +RT @Descriptions: and the us only wants to deny global warming https://t.co/CSmTCn8hZU,241795 +enjoying global warming with some cool people! https://t.co/3mftjvqJ78,585620 +how can teens impact climate change https://t.co/6CxWdowwBJ,969978 +RT @ScienceNews: A new simulation puts a price tag on climate change county by county. https://t.co/DaPFWpAqRO,800466 +RT @BernieSanders: 'The concept of global warming was created by and for the Chinese in order to make U.S. manufacturing non-competiti…,665096 +Sanders: It's 'pretty dumb' not to ask about climate change after Harvey https://t.co/XqRSsTcDLs https://t.co/VkAcQX2oUC,59084 +"What climate change deniers, like Donald Trump, believe - BBC News https://t.co/wxZiES4tb8",813349 +"RT @LastWeekTonight: If you don’t believe man-made global warming is a a silly issue, give to the Natural Resources Defense Council (https:…",312981 +RT @SierraClub: Trump 'will definitely pull out of Paris climate change deal' https://t.co/vMIo8GWP0T https://t.co/r948903BhI,965523 +RT @dstgovza: #SFSA2016 technology can assist in accessing information on climate change,921337 +RT @dansmith2020: Arctic climate change makes study of Arctic climate change too dangerous! @SIPRIorg @adelphi_berlin @JanVivekananda https…,791417 +RT @SenSanders: We have a president-elect who doesn't believe in climate change. Millions of people are going to have to say: Mr. T…,472174 +RT @RogueNASA: Trump is signaling that he's acting on his vows to dismantle Obama's 'stupid' climate change policies. #Resist https://t.co…,514550 +"RT @ErikahJeannette: I don't understand how some politicians don't believe in climate change. There's evidence, scientific evidence. Come o…",418510 +"RT @STcom: After Obama, #Trump may face children suing over global warming +#climatechange +https://t.co/dvJio2ozos https://t.co/1J8ZqehnAa",344814 +RT @NYTScience: The #Gatlinburg wildfires are a reminder that climate change is making wildfires a continual problem in some places https:/…,555242 +@uchihacest_ @SenSanders ican't understand how some people believe there's a secret agenda about climate change,603943 +"RT @SethMacFarlane: Are we looking at an America that officially believes climate change is a hoax? Sorry, everybody else.",996818 +RT @kurteichenwald: China is now explaining the history of climate change science/politics 2 underscore to Trump they didnt do a hoax. God…,518736 +"RT @kurteichenwald: It's consers who dont believe in climate change, but a huge portion of anti-vaxxers are liberals. How do they choose wh…",194144 +"donald tr*mp: *gives up in combatting climate change for US economy* + +me: https://t.co/nnkkBNG3sF",548422 +"RT @NatGeoChannel: Watch #BeforeTheFlood right here, as @LeoDiCaprio travels the world to tackle climate change https://t.co/LkDehj3tNn htt…",781735 +RT @Aiannucci: The US elected Trump but the rest of the world didn't.So what do we do if US policies ( e.g. climate change) threaten the re…,90786 +@danosbelt trump said climate change does not exist. You just contradicted yourself. Clean environment means no coal/oil/fracking,3051 +"RT @AlongsideWild: You want to argue about how to fix climate change? OK-cool. But, I'm done talking about whether it exists. That informat…",402995 +RT @Jamie_Woodward_: Did two centuries of continuous volcanic eruptions at 18 ka trigger major climate change in the Southern Hemisphere…,224269 +"Spot On Article!!!! + +Why we’re all everyday climate change deniers by @AliceBell https://t.co/XSTIGMl2Jq",891634 +"RT @trend_auditor: Finally, Paris climate change agreement designed by crooks- Trump is not buying this crap https://t.co/PDGdYTR7pI",661409 +"At this point, I am done trying to convince anyone that climate change is real. It’s absurd. “See, the book fell! Gravity is real!'",776823 +"RT @AynRandPaulRyan: GE CEO vows to ignore Trump, continue to fight climate change: https://t.co/sFUpgmHAfi +#EPA +#TheResistance https://t…",773037 +RT @business: China tells Trump climate change isn't a hoax it invented https://t.co/eWVQtI28t3 https://t.co/7qV3RfzTTE,716592 +"@jpballnut I'm 80 yrs old, and I have listening to the global warming hoax since I was a teen & guess what, nothing has happened.",709740 +"RT @planitpres: 'Planning could play key role in tackling climate change', @RTPIScotland tells parliamentary committee: https://t.co/idbzbo…",230435 +RT @rabbleca: Naomi Klein: Now is exactly the time to talk about climate change. https://t.co/tY0VtMbPjB https://t.co/Ua7gAUeRSw,105775 +RT @PopSci: Six irrefutable pieces of evidence that prove climate change is real https://t.co/PS2XZk3lZE https://t.co/M3PtcAGVzt,277235 +"@Xadeejournalist @ZarrarKhuhro #ZaraHatKay + +Awareness regarding the adverse effects of climate change and how to cope with it be a priority",323839 +Scott Pruitt Climate Change: How many global warming deniers are on Trump’s team? https://t.co/fpeLaxFbOH via @Mic,485009 +"blame chemists, harbicides promoters, for climate change; 'Detergent' Hydroxl Molecules May Affect... https://t.co/QM4MWWaQED @slashdot",991522 +"RT @someecards: National Park defies White House, tweets climate change facts until it's mysteriously hushed up.… ",421384 +RT @AngelaKorras: Any more climate change deniers? Here you go if you can actually read better catch up. https://t.co/NbCWEh2L0K #auspol #a…,407930 +"RT @SteveSGoddard: Thanks to unprecedented climate change, sea level at La Jolla, California is the same as it was in 1871… ",499185 +GE CEO Jeff Immelt seeks to fill void left by Trump in climate change efforts https://t.co/lW7E1jGpk6 via @BosBizJournal,634042 +Yesterday it was almost 70 & today it's snowing. But don't worry the head of the EPA said he doesn't believe CO2 causes global warming.,281534 +~@_grendan wrote a great piece about climate change-denying lawmakers + christians & their unholy alliance https://t.co/h5DSQrzpT3,29564 +RT @wikileaks: Do you have data at risk from the new US administration such as unpublished climate change research? Submit it here: https:/…,777475 +"S. W-C: Social crises in Arctic communities result from intergenerational trauma, now worsening with climate change trauma",73475 +Growing algae bloom in Arabian Sea tied to climate change https://t.co/aSWiogr9Ux https://t.co/ShFaymBlc6,924278 +RT @OhWonderMusic: You can also listen to our BRAND NEW SONG 'Lifetimes'. It's about climate change. Don't be no climaphobe yo. ������ https:/…,945887 +RT @Marcpalahi: Sustainable Forestry is the most cost effective supply-side measure to combat climate change globally https://t.co/f97XJR8M…,133825 +RT @ProtectNUEST: nu'est contributing to global warming by riding in vehicles AND they also don't wear seatbelts :(( #ExposeNUEST https://t…,750622 +RT @nytopinion: Nine Northeastern states are taking an important step in fighting climate change https://t.co/ErIZQdgukg,340947 +RT @sleazy_c_peazy: #YourMCM thinks global warming was made up by China,477970 +Caring for nature doesn’t always mean leaving it alone. Can we engineer climate change away? Should we? https://t.co/gXkVWow4Av,841038 +"RT @ErikSolheim: 'We are close to the tipping point where global warming becomes irreversible': Prof. Stephen Hawking. +https://t.co/dJoh2BR…",331429 +EPA chief: Carbon dioxide not 'primary contributor' to climate change https://t.co/GBm14P9DLO https://t.co/zIIEnhbKK6,861934 +RT @DannyShookNews: Mitochondrial DNA shows past climate change effects on gulls https://t.co/3vhXvQVyaw #DSNScience #ecology,117689 +Storms linked to climate change caused more than £3.5m to cricket clubs: Storms in December 2015.. #breakingnews https://t.co/YS2FG5Qp7L,231985 +.@GMB @piersmorgan Idiot #StephenHawking is either unaware that climate change is a lie or he serves the cabal promoting the lie.,452498 +Global warming causes Alaskan village to relocate. How to stop climate change before it’s too late https://t.co/hxtvIA85mC #betterworld#be…,147151 +RT @brucepknight: Polar bear numbers to plummet by a third because of global warming https://t.co/uQIV9Bz86M #ClimateChange #ClimateAction…,402278 +"RT @Harold_Steves: Horgan says we have the opportunity to end big money in politics, have proportional representation, fight climate change…",515529 +"Percentage of Republicans who believe in global warming : 48 + +Who believe in demonic possession : 68 + +#HarpersIndex (Jan. '13)",816064 +.@Winnie_Byanyima changing climate change and hunger begins with education. New .@UNESCO Whole School Approach. Ten countries meet in Dakar,320416 +"Warmer summers, unpredictable rain: Maharashtra yet to finalise climate change action plan' https://t.co/h61xEkG5Lf",674363 +I fell asleep on my climate change book. Now I have to cram. Ugh,45153 +RT @politicususa: U.S. Energy Department balks at Trump request for names on climate change via @politicususa https://t.co/sW339lboZu #p2 #…,294203 +Balfour Beatty leads on climate change standard https://t.co/dsKjHnZxAM @balfourbeatty https://t.co/LseeHs28fv,69149 +"RT @JordanUhl: left: trump's inauguration + +right: everyone who doesn't want to die from global warming and/or nuclear war https://t.co/LN0D…",892557 +"Trump voters think that institutionalized racism and global warming are conspiracies, but fully believe in #pizzagate and #spiritcooking LOL",714218 +RT @OrganicConsumer: Scientists warn that global warming may be escalating so fast it could be “game over” soon. https://t.co/d2XH2nNA7t…,374533 +"Donald proposed banning an entire religion,encouraged violence at his rallies,called global warming a hoax but yeaa how do you choose 🤔",799765 +just gunna say Obamacare makes it so my mom can keep living her life and I believe in global warming.,406896 +RT @TheDailyShow: Trevor assesses the effects of climate change. https://t.co/b88QCflFb2 https://t.co/HK35KHb2Mc,493645 +Anson: How Al Gore convinced Miguel Torres to fight climate change in wine https://t.co/n9WZsCDdVT,77622 +Everglades mangroves worth billions in fight against climate change https://t.co/ZMhyQAdvB5,351139 +"In rare move, China criticizes Trump plan to exit climate change pact - CNBC https://t.co/DRCIc40QPE",598383 +RT @SteveSGoddard: I'm thinking about starting an intervention service to rescue children from the global warming cult.…,437099 +2017 @UNFCCC Adaptation Calendar features women leading efforts to build resilience to climate change… https://t.co/mcQp7fWSrS,811260 +When the weather is 75 degrees+ in November but you're also worried about climate change. #climatechange #weather… https://t.co/JMJ7lCnCZ0,289021 +Trump to undo Obama actions against climate change - Energy independence order slammed by environmentalists but... https://t.co/Ot4GVPjxcn,411748 +"RT @maryconnor4567: Wonder if Sturgeon will donate £1million to Californian climate change, same as she did to Iceland. After all, Califor…",834122 +"RT @Salon: Donald Trump and Xi Jinping chatted and schmoozed, but avoided talking about climate change https://t.co/A5XpVseWFA",531633 +RT @HuffingtonPost: . @SenSanders tears into Trump’s 'disaster' of a climate change order ➡️ by @lee_moran https://t.co/7U8U5R0I0u https://…,138830 +RT @RedactedGraham: We are called to be concerned about climate change. https://t.co/DptR8Qvd3x,855031 +RT @GMB: #StephenHawking tells @PiersMorgan that Trump needs to tackle climate change if he wants a second term as President…,621398 +"video uses young kids to promote 'global warming' fears -Dear Mom & Dad, climate change could be very catastrophic' https://t.co/882TWXIBgY",591179 +"@PrisonPlanet what about a celebrity doing something bad. +This proves climate change is a hoax. +FAKE NEWS @Independent",665535 +"Federal scientist cooked climate change books ahead of Obama presentation, whistle blower charges https://t.co/GnSlz1DUK0 via @FoxNews",625048 +@FoxNews @POTUS - Worried about climate change while creating Isis! 🙄,395927 +@GuyKawasaki motives of those against/ non-believers climate change vs those sounding alarms,819363 +"All the risks of climate change, in a single graph - Vox https://t.co/WXs0aMuN3u via @nuzzel thanks @roarsmelhus",226513 +RT @FinnHarries: Bill Gates and investors worth $170 billion are launching a fund to fight climate change through energy innovation https:/…,230277 +The cost of climate change: Nordhaus...He calculates the social cost of carbon (SCC) at $31 per ton of CO2... https://t.co/nw2WDLNlzC,217668 +Stop worrying and learn to love global warming: Climate alarmists are still running about… https://t.co/PvR3T41fkK,646356 +"RT @Chairmnoomowmow: Before you sit for a lecture about climate change from a california liberal, take a look at the job they're doing.…",585846 +RT @JunkScience: Exxon management has adopted the global warming religion. I am going to fight it. https://t.co/dVuJkjgfeQ https://t.co/Aj4…,320140 +"RT @BBCBreaking: China will honour commitments on climate change, PM says, as US appears poised to pull out of key deal https://t.co/lEVWQ7…",7769 +RT @paigemacp: It's morally irresponsible to make Albertans poorer to pay for a tax that won't make a dent in global climate change https:/…,128883 +"@POTUS @realDonaldTrump YES, and don't let those globalist stooges hiss in your ear about climate change. Biggest… https://t.co/RCqYVPUoAI",930716 +"RT @jswatz: Fixed your headline, WP: Trump says, FALSELY, ‘nobody really knows’ if climate change is real https://t.co/FOHO9s4nXd",52091 +World's biggest fund manager in 'Darth Vader-style' warning to company directors who deny climate change https://t.co/SFoDWgujdj,865029 +@marcorubio Am sad you confirmed DeVos Sessions. Pls don't confirm Pruitt. climate change is real,678269 +RT @KenDiesel: Scientists have overwhelmingly been right about climate change the last 50 years. #FakeGlobalWarmingFacts https://t.co/d9rBT…,646896 +"RT @NatGeoChannel: Watch #BeforeTheFlood right here, as @LeoDiCaprio travels the world to tackle climate change https://t.co/LkDehj3tNn htt…",151820 +"RT @AmyMek: Let's blame it on Russia today, tomorrow fake news, next up global warming! This is getting really old! YOU LOST! GROW UP!😂 #Pr…",126071 +"RT @pipayfay: Bebe @hperalejo dumadagdag ka sa global warming. Sobrang hot mo be! + +HEAVEN AtHubR20",390635 +RT @ParkerMolloy: So... @EPA's climate change website is gone https://t.co/2lbP4RkUTa https://t.co/7l5j2nOCeT,846830 +RT @ChrisJZullo: Scott Pruitt is climate change denier and fossil fuel advocate. Burning of sequestered carbon impacts the carbon cycle #Tr…,903429 +RT @Channel4News: .@LeoDiCaprio calls on citizens to vote for “people who believe in climate changeâ€; @realDonaldTrump has called it…,552575 +RT @SenSanders: We have a president-elect who doesn’t believe in climate change. That’s frightening for this country and the world.,51238 +RT @leducviolet: only under capitalism could climate change become a 'debate' and something to try to devise 'carbon credit swaps' for. jes…,398685 +"RT @MichaelEMann: Oh my that's a low bar you've set Elon... +RT @elonmusk Tillerson also said that “the risk of climate change does exist”",442076 +RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,245264 +RT @DefenseOne: Not taking action against climate change will put our troops in harm’s way in the future. https://t.co/GpzqZ0nhVw…,1847 +I don't understand how climate change is fake when it has been the goal of the US military to dominate climate sinc… https://t.co/hnl0JC9RDd,800950 +RT @itomkowiak: This #GroundhogDay we are reminded that Punxsutawney Phil is now the only climate change scientist that the Trump regime al…,236737 +"The Trump administration is already defying long-held GOP orthodoxy on climate change https://t.co/v0kfOV5b3T https://t.co/FEelKEB5PV + +— …",371083 +"How the global warming scare began. +https://t.co/PlfxljabAV",288557 +niggas asked me what my inspiration was i told em global warming,645411 +"RT @TwitchyTeam: The HORROR! Chelsea Clinton blames diabetes on climate change, gets fact-checked HARD + +https://t.co/ZwUp6r69gg",582358 +RT @THECAROLDANVERS: everything in the world is depressing... my life... climate change... politics... penguin on penguin violence... ci…,105065 +"RT @nerdjpg: Remember everyone, +The enemy of the American people isn't global warming, oppression or wealth disparities +It's the FAKE NEWS…",105707 +@stephenfgordon I don't believe @awudrick has ever accepted man made climate change as a fact.,487304 +Every time it rains in summer I blame global warming,966654 +RT @SeneddCCERA: We’ve announced the creation of a new expert panel to help scrutinise @WelshGovernment progress on climate change https://…,367823 +"I see your GMO-crazy-crowd, but I raise you climate change, & evolution deniers (especially evolution, the heart of… https://t.co/kmiIA0gnEF",649275 +Drink H20 just not from plastic bottles. 1M bottles a minute: world's plastic binge 'as dangerous as climate change' https://t.co/PPDDJ14AFB,29185 +Meet the unopposed Assembly candidate who says climate change is a good thing that hurts 'enemies on the equator'… https://t.co/xt9p5uXckl,172119 +Former NOAA scientist: Colleagues manipulated climate change data for political reasons - #tcot #MAGA #Trump https://t.co/DNwpIRKmgj,685650 +RT @ClimateCentral: This is who is leading the world (and who is faltering) on climate change action in one map https://t.co/9KDDDAbadF htt…,173254 +RT @JMU_Politics: @nytimes So our Secretary of State who was head of Exxon Mobile says Man made climate change is real yet head of EPA is l…,287735 +"RT @YouTube: .@NatGeo teams up w/ @LeoDiCaprio to explore climate change and prevent catastrophe. + +This is #BeforeTheFlood →…",97811 +RT @thehill: Arnold Schwarzenegger teams up with Macron to fight climate change: https://t.co/IJM5rzUq49 https://t.co/fbAWqsqW60,838235 +RT @ChelseaClinton: These experts say we have 3 years to get climate change under control. And they’re the optimists-The Washington Post ht…,254835 +RT @RuPaul: BREAKING: Russian scientists have confirmed that global warming is most evident on Friday nights at 8PM. #DragRace…,318905 +CDC's canceled climate change conference is back on — thanks to Al Gore https://t.co/Wbpi2HGVDi,259043 +"RT @Voize_of_Reazon: He doesn't believe in climate change, but what his position to living in the closet??? https://t.co/w1vjWSTOdq",381017 +RT @altHouseScience: House Science's @RepJimBanks said “I believe that climate change in this country is largely leftist propaganda.' Wh…,649757 +"The more I read & compare, the more ���� is outshining ���� . Fr healthcare 2 gun control 2 climate change 2 even how we deal w racial issues",529954 +Me listening to older white volunteers talking about not believing in global warming and how wonderful Trump is ��������,663529 +@Laura_Cobanius @sehol @kahoakes @Louisxmichael 1 he's an actor not a scientist 2 all global warming models have been wrong since inception,423720 +RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,22777 +@GingerConstruct Wasn't she and her husband supposed to save the world by focusing on climate change with her father?,766694 +"RT @leducviolet: I oppose the death penalty, and I also believe that anyone with power who opposes universal health care or climate change…",166583 +if you have a high IQ you would know that china didnt create global warming https://t.co/ekjrNM1xke,282634 +RT @JasonSalsaBoy: friendly reminder that its still hot this time of year bc of global warming brought on by people and possibly even repti…,353764 +RT @Independent: California says it's going to start suing if Donald Trump ignores climate change https://t.co/9NkhOwoaHM https://t.co/tUxv…,461317 +RT @ThugLoveOG: ''Tis the season to realize climate change is real https://t.co/4jXlIGjqnZ,31680 +Even worse are projections on what expensive policies to combat climate change will accomplish. https://t.co/ABHSpUCCHY,998009 +"Donald #Trump’s first staff picks all deny the threat of climate change | By @ngeiling +https://t.co/crVaThJXIJ",491318 +RT @ceed_uganda: Deforestation = climate change join #GuluGoGreenMarathon17 in partnership with @MegafmGulu @FAOUganda @NFAUG…,970330 +RT @VICE: Rex Tillerson allegedly used a fake email name at Exxon to discuss climate change: https://t.co/Doay1W3rFC https://t.co/n4QG5Gq3mc,476860 +@charleshildebr9 It's the BURNING of fossil fuels that causes climate change. Not using it for other manufacturing.,415960 +@RT_com thanks to global warming. one harsh winter and these racist geezers will fall like mosquitoes.,937064 +"RT @matthaggis666: Today on #abcforkids we have IPA's Georgina Downer explaining why climate change isn't real, and how voluntary voting is…",935085 +@realDonaldTrump What about climate change?,863837 +"Trump will roll back climate change policies today. In a symbolic gesture, he'll do it... https://t.co/3Ah5eKfdo2 by #NPR via @c0nvey",166987 +"RT @DrJillStein: The #GreenNewDeal: +👷ðŸ¾ Jobs for all who need work +☀ï¸ 100% clean energy +🌎 halt climate change +✌ðŸ¼ wars for oil obsolet…",65621 +RT @UNDPasiapac: Afghan farmer are suffering the impacts of climate change. The Ministry of Agriculture & UNDP are helping them adap…,486600 +RT @sunraysunray: Fighting climate change requires massive state intervention and shaping capital's investment decisions. Good luck :( http…,389265 +RT @BetteMidler: We are so fucked. Trump picks climate change denier for EPA team @CNNPolitics https://t.co/FmMc1OVZUn,151202 +RT @AstroKatie: Now would be a great time for the rest of the world to find ways to pressure the US on climate change and human rights.,906908 +BBC: Prince Charles co-authors Ladybird climate change book - https://t.co/v6KkVWsJEO https://t.co/JoIK7CQgbk,98725 +RT @AGSchneiderman: President Trump may deny the reality of climate change. But New York is showing the world that we will act. https://t.c…,741135 +RT @ConservationPA: Effects of climate change being felt around the world. States & cities must act b/c the federal government won’t!…,184479 +#trading #forex #binaryoptions BlackRock urges Exxon to disclose more about climate change-related risks - https://t.co/4D83lFyp8j,364623 +‘Study linking climate change and farmer suicides baseless’ https://t.co/EV89AFlSG8,289083 +#Canberra leaves most of Australia behind on climate change initiatives: report https://t.co/YrvgOcnpot,101465 +"RT @BuzzFeedNews: Other major nations will officially commit to fighting climate change — with or without Trump +https://t.co/OweKcgNCqr",877671 +This early winter weather is fantastic. Seasons beautifully crafted and consistent. The fuss of man made climate change painfully academic.,414975 +"RT @Hultengard: Detta är riktigt obehagligt. Söker man på LGBT & climate change på https://t.co/G3TO78nxtP , får man inga träffar. +https://…",819137 +RT @traill1: climate change made very real- how rainfall is shrinking the temperate area of SW Australia... https://t.co/1RgbtC1enc,162715 +RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,889367 +"RT @RobDenBleyker: If you're hecka white and think 'Trump can't hurt me', consider the fact that he doesn't believe in climate change. We'r…",682050 +"RT @echomagchicago: Our managing editor, @biancapsmith is writing an article on climate change for The Flux Issue #SneakPeek #StayTuned htt…",468148 +RT @Kelseyummm: Ok but how does it not scare people that our President Elect/VP Elect don't believe in climate change,276721 +What sparked global warming? People did. Here’s how. https://t.co/hzWiFPmaGK,809015 +RT @Greenpeace: 10 incredible things climate change will do. Number 6 will amaze you https://t.co/ntqRKwoiO1 #ClickBait…,82904 +RT @KatrinaNation: My take this am -- Trump’s denial of catastrophic climate change is a clear danger https://t.co/rVYrkjAzRu,629958 +RT @ProgressPolls: Are these hurricanes due to global warming or just mother nature? #HurricaneIrma2017,282539 +RT @Sustainable2050: Read in @nytimes article: 'the greenhouse gas emissions blamed for climate change'. What's so hard about writing: *cau…,576641 +"RT @YahBoyCourage: j cole supports global warming, domestic violence, and the cancellation of G-Force 2 which should have hit cinemas July…",721032 +"#NEWS #Armenian Climate talks: 'Save us' from global warming, US urged - BBC News: UN News… https://t.co/RQrF52C3mv",985863 +RT @hyped_resonance: doodlebob needs to fight climate change next,351847 +RT @frankieboyle: Let's look on the bright side. Maybe climate change will kill off humanity before a Global Fascist government can start t…,102182 +"RT @unsilentspring: We talk about waging war against climate change. Well, 'The war is on. Time to join the battle.' @JSandersNYC…",432256 +"RT @ThisIsWhyTrump: Al Gore is a fraud and refuses to debate global warming +https://t.co/O5EEiUHlt3",810959 +Climate alarmist offers $500 billion plan to stop global warming — by making more ice in the Arctic https://t.co/hktqREYFcl,339263 +"@realDonaldTrump + +Of all the WORLD issues, the most critical is climate change, which could create many many jobs.… https://t.co/HSTVt6Uszk",426325 +Donald Trump's pick for CIA director refuses to accept Nasa findings on climate change | The Independent https://t.co/zbMY4ZBL1L,634147 +"RT @LindaSuhler: I suspect the climate change models are the climate equivalent of the pollster models who had HRC winning... +Libera… ",43694 +Why everyone -and not just liberals- should care about climate change: Katharine Hayhoe: https://t.co/J4GnNd7icF,693219 +Fuck global warming.,840612 +"#ClimateChange: For New York, climate change is an immediate existential threat.: https://t.co/VjNr9RslK0",292313 +"RT @Conservative_VW: Just Think 🎉🤔 + +When Liberals end up in Hell ... + +They'll finally know what climate change is 😂😂 https://t.co/6cS0VAFyVi",459823 +you're literally all sorts of dumb if you think global warming is fake...,458700 +RT @Jackthelad1947: Cities can pick up nations’ slack on combating climate change #C40 #auspol  https://t.co/zdHSaAoP3o @abcnews #wapol #SM…,886294 +California targets dairy cows to combat global warming - Story | WNYW https://t.co/McQrRPVlv6,72399 +RT @jennyk: Coffee as an anchor for rural development & the need to plan for climate change @billclinton #WorldCoffeeProducersForum @GCPco…,838493 +RT @BadAstronomer: The catastrophe for climate change alone the Trump presidency represents is almost beyond measure.,239467 +How comics can help us talk about climate change https://t.co/LbrUyG5wCv via @grist,966716 +RT @LeoHickman: Here's a quick reminder that Gove once tried to remove climate change from the geography national curriculum…,88590 +"RT @jeneuston: THE POPE believes in global warming. +THE POPE. https://t.co/sUe6f3QO29",270660 +#ClimateChange Trump cutting funding for climate change research. We're doomed!!!!!!!!!!��,612857 +RT @SheilaGunnReid: .@sandersonNDP who shld resign? An MLA who said humans aren't the sole cause of climate change or one who called ABs s…,481502 +"Trump won't save us from climate change, but maybe surfers will https://t.co/gjZtgIFE7d via @HuffPostGreen",953534 +"Federal scientist cooked climate change books ahead of Obama presentation, whistle blower charges - Fox News https://t.co/qIjeUIxUcq",399293 +RT @ajplus: Is this deal to fight climate change too late? 😕 https://t.co/e76UJNCYN8,325715 +RT @Arwyn_Italy: @EU_ScienceHub impact of climate change on soil erosion has positive and negative effects but land use change may b…,412226 +RT @UNFCCC: Today is gender day at #COP22. See how @adaptationfund projects empower women in fight against climate change…,817566 +Seeing how ignorant people are to global warming is truly shocking #BeforetheFlood,610516 +"RT @reedfrich: Trump's EPA chief: We need more review & analysis to find out if manmade climate change is real. +Also: We're guttin… ",921902 +"RT @sciam: The effect of climate change on endangered species has been wildly underestimated, a new study has found. https://t.co/da7z2KhB06",279576 +RT @YahooNews: Now I Get It: The hot debate over the Paris Agreement on climate change https://t.co/eQBj13Z2wG https://t.co/PC9Ye0eP3p,164195 +RT @Reuters: U.S. Energy Department balks at Trump request for names on climate change https://t.co/LIVzmdSIB5,233989 +Trump to build wall at Irish resort to protect against effects of climate change #MAGA #Ireland #PresidentElectTrump https://t.co/YfNQlWZRXG,650411 +@pemalevy @ClimateDesk NOAA has disproven global warming through their own measurements of OLR's. Enjoy the cult. https://t.co/h5WOq74gzV,531313 +.@washingtonpost Why does EPA need regional climate change advisers? How this this job impact environmental protection? You may ask.,4333 +RT @vicenews: Trump’s EPA chief isn't sure humans are causing global warming https://t.co/kP1zuWfmc5 https://t.co/byiWuDiRWg,643985 +"Before it eventually does us all in climate change will be decent for a while, can't remember it being this warm in March",556079 +People don't think climate change is real https://t.co/Po4gnB8iA9,362728 +@i_artaza @COP22 @UNFCCC @ConversationUS regarding climate change.,619584 +"#Rahm +Chicago mayor Emanuel posts EPA’s deleted climate change page https://t.co/ylqySjtG3P",498930 +"RT @ReutersUK: Britain's progress on climate change is stalling, government advisers say https://t.co/66c8XAf2lk https://t.co/rzYlCo2Fo7",711047 +RT @DavidPapp: Trump's order will unravel America's best defense against climate change https://t.co/PDhzqCCWkD,280183 +"RT @YEARSofLIVING: 'It comes down to a question of security, what will this lead to? 'Watch NOW to see the link btw climate change & extrem…",710884 +"Glacier National Park is overcrowded. Thanks, climate change.: https://t.co/pTZHB4oRDQ",669728 +@wolfeSt .. kind of conspiracy to convince people that human action is causing dangerous climate change. I don't kn… https://t.co/mBCuFJukwO,873903 +RT @yayitsrob: Kaine asks Tillerson flat-out whether Exxon knew about climate change in 1982 and lied about it. He didn’t answer. https://t…,133051 +RT @miel: if you are not wanting to 'get political' consider this - trump's actions re: climate change will render this plane…,580652 +RT @EnvDefenseFund: Wall Street is pressuring fossil fuel companies to reveal how climate change could hurt their bottom line. https://t.co…,122184 +Rick Perry Falsely downplays human contribution to climate change https://t.co/kEDnagoCNU https://t.co/Azm0KNd6Xj,297918 +"RT @NaomiAKlein: An assault on America's future, but also on the future of everyone forced to share this warming planet with Trump a…",443350 +ur mcm is a contributing factor to global warming,942345 +"RT Canada to gain nice days under climate change, globe to lose: study - CTV News",487311 +RT @washingtonpost: The nation’s freaky February warmth was assisted by climate change https://t.co/2liQi8TVn2,624290 +RT @jgrahamhutch: It is November 1st and the high is 89°. The next person to tell me global warming is a myth better be prepared to catch h…,462841 +@JenThePatriot @pantheis Guess again dear. I study climate change and it's impact on biological systems as part of my work. Try again,682584 +"RT @stealthygeek: @MaxBoot @nytimes @BretStephensNYT The scientific consensus of the reality of climate change is not a 'prejudice,'…",86801 +This happens about once a year in PHX. But I bet it will happen more often as climate change is ignored. https://t.co/VO0hZepXBh,614098 +@RobinWhitlock66 @manny_ottawa @BigJoeBastardi $1000 to you Robin for a peer reviewed study showing man made global warming. I will wait...,71036 +RT @JasonKander: I don't believe one day's weather proves/disproves climate change. But...it's 63 degrees on Christmas Day in KC...with a c…,603798 +RT @PrisonPlanet: Remember this next time DiCaprio lectures us all about carbon emissions & global warming. https://t.co/e0Mljg7wXP,539219 +RT @BernieSanders: #ImVotingBecause the future of the planet is at stake. Hillary Clinton will combat climate change. Donald Trump thinks i…,571734 +RT @flovverpovver: rt if you think mother earth is....kinda hot (global warming),891254 +RT @BuzzFeed: This is what climate change looks like around the world https://t.co/E3dfjtCfH2 https://t.co/y2lDM7W42V,16967 +"@realDonaldTrump Lost half your staff +Lost over half your supporters +Lost the debate on climate change +Lost interes… https://t.co/zjxmrUUnSm",366465 +"RT @TeenVogue: Dear Donald, most of us DO know that climate change is real/ a real threat https://t.co/yyTy8Yy1ju",468888 +RT @AustralisTerry: Queensland is now fuelling global warming #methane #CSG #LNG #AUSPOL @QLDLabor #CSG https://t.co/amWMGDoxNc,755956 +"RT @tveitdal: Nicholas Stern: cost of global warming worse than I feared +Heathrow’s 3rd runway could be incompatible with Pari…",854237 +RT @homeAIinfo: Researchers look to artificial intelligence to study future climate change - The Deep Learning for https://t.co/gnaMQ6Etnu…,929586 +"RT @LeahRBoss: #IAmAClimateChangeDenier because I believe climate change is a natural, cyclical occurrence. A view backed by millions of yr…",972465 +"@ThePlumLineGS International cooperation to fight climate change will continue, but without US leadership +> all's w… https://t.co/52lb3BeGqU",47414 +RT @CLTMayor: Proud to stand with fellow mayors to combat climate change #uscm2017 #Mayors4CleanEnergy @CLTgov https://t.co/axQz8rj8IJ,237511 +RT @SenSanders: If we don't address climate change there'll be more conflict over limited resources. We must listen to scientists not fossi…,473045 +Trump really doesn't want to face these 21 kids on climate change https://t.co/MGzeNNFycP https://t.co/0ZW5ire1Az,719760 +RT @PopSci: Four things you can do to stop Donald Trump from making climate change worse https://t.co/V6o9QJSdVl https://t.co/L34Nm7m1vV,3380 +"RT @pollreport: As president, should Donald Trump remove specific regulations intended to combat climate change? +More:… ",915945 +EPA head Scott Pruitt denies that carbon dioxide causes global warming https://t.co/qlpINzgAvG,746072 +"RT @AlessiaDellaFra: Food security, climate change and agriculture - Geral... https://t.co/vBI9j9rrg8 #recipes #foodie #foodporn #cooking h…",793658 +RT @TomSteyer: Don't let the Trump administration's distractions fool you. We must remain vigilant about addressing climate change. https:/…,718346 +"RT @nowthisnews: While the U.S. is denying climate change, Europe is building an island to house 7,000 wind turbines https://t.co/ts8obKbQhX",991582 +@climatebrad Would you give experimental drugs to your children that were supposedly validated as the climate change theory.,186975 +"RT @Silvio_Marcacci: US Geological Survey notes hot, early Spring then ties it to climate change. DC's Spring arrived 22 days early. https:…",544544 +"RT @ProSyn: To achieve the #ParisAgreement goals, efforts to combat corruption and climate change must go hand in hand https://t.co/hJAYyD…",598757 +RT @FRANCE24: Scientists disprove global warming took a break https://t.co/gqgtitWk2S https://t.co/yObhlZ1ueJ,352182 +RT @BCAppelbaum: The global warming tweets have now been removed from the @BadlandsNPS feed. Here's the tweet the government does no…,799769 +"@RaymondSTong I’m creating a think tank for independent thinkers to solve climate change, would you post also at https://t.co/3nG3t7oJZI",285144 +"BBC News - Climate talks: 'Save us' from global warming, US urged https://t.co/JYLor2p7IH we can do it if we stick together #oneworld",406272 +RT @ColinJBettles: Farmers in #Canberra this week calling for more climate change action #agchatoz @NationalFarmers @farmingforever…,92988 +RT @Miriam2626: Praying that climate change doesn't exist! #ICouldSpendAllDay https://t.co/rVLmwAMF52,36673 +RT @TEDTalks: Pope Francis is taking climate change seriously. Why his embrace of science matters: https://t.co/98jzIzKwHB…,558989 +RT @CapitolAlert: Jerry Brown thinks GOP’s belief in states’ rights could help him fight climate change https://t.co/KjN9bqPC8a,261633 +"@AlasdairTurner Smart move. You may need it because, the new adminstration has confirmed global warming is a hoax. https://t.co/9IdXBkSOvO",239960 +RT @latimes: The biggest dystopian book of the spring? “American War' imagines an America torn apart by climate change https://t.co/Kr4PBwv…,938879 +Canadian cities hit by climate change https://t.co/XhJSYq816e via @YouTube,638143 +"Enough 'tea and biscuits engagement' - @RajThamotheram panel on climate change, board governance, and inv industry supply chains #rieurope17",162574 +"RT @aerdt: Oklahoma hits 100 ° in the dead of winter, because climate change is real | By @NexusMediaNews +https://t.co/YV0NpZupG1",78388 +"RT @neontaster: Forza Motorsports is fun, but I can't help feeling like my race cars are contributing to global warming. Couldn't t…",966667 +"RT @mehdirhasan: '40% of the US does not see [climate change] as a problem, since Christ is returning in a few decades' - Chomsky https://…",865944 +"RT @DonCheadle: For the first time on record, human-caused climate change has rerouted an entire river - The Washington Post https://t.co/H…",972181 +"RT @ReachMeBC: @VICE isn't global warming because of loss of things in the ocean and trees, etc? @VICE S05E03 @hbo",946851 +RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,214800 +"Trump's climate change denialism portends dark days, climate researchers say https://t.co/OyrJShtmby",728032 +"RT @oldmanebro: Nah this a lie. +Don't listen to people who affected by climate change right Donald!? https://t.co/bPkFOWyXvU",600651 +"If govt dont start action then see our youth reaction on climate change +@PMOIndia",728584 +I agree with his assessment until he said he will die from climate change which is a weird point to make https://t.co/IayZkA58Au,706681 +"Forgetting all of Trumps other archaic views for a second, I cannot comprehend how the fucking idiot doesn't believe in climate change.",589739 +"RT @NatGeoChannel: Watch #BeforeTheFlood right here, as @LeoDiCaprio travels the world to tackle climate change https://t.co/LkDehj3tNn htt…",450581 +RT @SethMacFarlane: HRC proposes installing half a billion solar panels by the end of her first term. Trump thinks climate change is a hoax…,47561 +"RT @kentkristensen4: #climatechange #polar #Bears let's fight together for the global warming make the planet ready for our #kids +���� +������ h…",401905 +"@reddit @StationCDRKelly @Pontifex +Oh! Glorious space art, with the climate change and political issues occurring in the world these days,",800981 +@crashandthaboys Hm. I make the same face when I urinate. And I urinate every time someone says global warming isn't real. - Jack,589183 +"RT @IMPL0RABLE: #WeThePeople + +Jesse Watters: 'No one is dying from climate change' + +How climate change is killing people: https://t.co/BMX…",222534 +"RT @jumpercross1: What does it take for President Trump to accept climate change, a shark on the freeway ? https://t.co/DTA0TlOyjJ",357670 +"in FEBRUARY. but no, climate change is just an elaborate chinese hoax. ;____; RT @altNOAA: (cont) https://t.co/1kfaBY33Df",923142 +RT @OfficialJoelF: Massive climate change march in Washington DC on Trump's 100th day in office https://t.co/CqOiY1Ddn2,497636 +RT @TheEconomist: Ocean VR: Dive down to discover what coral reefs in Palau have to do with climate change https://t.co/ByzvcPEq1A https://…,443455 +NBCNEWS reports World powers line up against Trump on climate change https://t.co/Un7hSvqQEI … https://t.co/PN7oSPCR34,730705 +RT @SenSanders: We have a president-elect who doesn't believe in climate change. Millions of people are going to have to say: Mr. T…,830855 +"RT @Independent: World leaders should ignore Donald Trump on climate change, says Michael Bloomberg https://t.co/kuxK0prhLY",255556 +"RT @MrJoshSimpson: Voting for someone who denies climate change simply because they are Pro Life is, and I'm putting this nicely, fucking m…",961712 +@RTUKnews Far more likely is geoengineering and alluminium being the cause not global warming .,589379 +"RT @NatGeoChannel: Watch #BeforeTheFlood right here, as @LeoDiCaprio travels the world to tackle climate change https://t.co/LkDehj3tNn htt…",956735 +"@CNN 20)Unchecked climate change & a future where they may starve, lacking water and food.",216207 +"RT @armyofMAGA: Is climate change a liberal hoax? #MAGA + +RETWEET to make the poll more representative and accurate!",650019 +"House Republicans buck Trump, call for climate change solutions https://t.co/T9yJdEHjpq",606200 +RT @10NewsParry: What’s #ValentinesDay w/o chocolate & Champagne? Both are at risk by 2050 due to climate change from heat & drought…,753836 +it's cold... where's global warming? ��,847322 +RT @SethMacFarlane: HRC proposes installing half a billion solar panels by the end of her first term. Trump thinks climate change is a hoax…,273226 +RT @Fusion: America is about to become the only country in the world with a leader who doesn’t think global warming is real.…,83629 +"RT @BuzzFeedNews: The only way to save the polar bear population is to hit the brakes on climate change, US Fish and Wildlife says… ",226734 +"RT @DavidParis: “we are in the sensible centre on climate change” +“Plz don’t asked me about Adani or other new coal mines plz plz n…",788872 +The bell continues to toll: Record-breaking climate change pushes world into ‘uncharted territory’ #climate… https://t.co/4iO3lKV22s,870974 +"RT @JamilSmith: Lindy West, on living in a Seattle choking on the smoke from nearby forest fires, likely stoked by climate change. https://…",591870 +RT @likeagirlinc: Scientists just published an entire study refuting Scott Pruitt on climate change https://t.co/g0wLCZBr5p,568912 +"RT @kdeleon: For California, fighting climate change is good for the environment and the economy #SB32 https://t.co/J8MBVnAD01",789519 +RT @manny_ottawa: Record cold weather Ottawa this weekend. Yes I know nothing to do with global warming because any contradictory evidence…,731488 +RT @jewiwee: Polar bears. You can thank global warming for this: melting ice sheets interfere with their ability to hunt. https://t.co/j6BY…,244090 +Trump's energy policy includes scrapping Obama's climate change efforts and reviving coal. #climatechange https://t.co/IhQhbKCe9I,735125 +"RT @EricBoehlert: good grief, if you think climate change = 'weather' don't hang a lantern on it for everyone to see https://t.co/ANKiA1dxuL",764484 +"RT @NatGeoChannel: Watch #BeforeTheFlood right here, as @LeoDiCaprio travels the world to tackle climate change https://t.co/LkDehj3tNn htt…",646717 +Why is a VS model teaching us about climate change on Bill Nye Saves the World? Is she a scientist or is she there to get more views?,31157 +@HomrichMSU @pourmecoffee and this never came up in the debates. Skipping global warming was one thing,152232 +RT @BirdwatchExtra: Populations & distributions of 75% of England's wildlife likely to be significantly altered by climate change…,414280 +A group of young people outraged at the lack of response to climate change have won the right to sue the government. https://t.co/SzIYiGZStM,587546 +RT @ClinBioUS: Google just notched a big victory in the fight against climate change https://t.co/O45nywFNdh via @Verge,821756 +fighting for a #resilientredhook! and climate change justice. bringing updates from this South Brooklyn NY waterfront community,373215 +RT @ClimateCentral: Trump called Obama’s view of climate change's urgency “one of the dumbest statements I've ever heard in politics.â€ http…,826764 +@williamnewell3 @descalante97 @MissLizzyNJ lol are you trying to say global warming doesn't exist because you still need a jacket?,733307 +Dr. Tim Davis tells us harmful algae blooms are becoming more common with climate change. Scary! @NOAA… https://t.co/AuCIZpokVK,596788 +I am definitely for this march...there's no 'Alternative Facts' in global warming! https://t.co/g02t6ULMyR,57392 +RT @OnlineMagazin: 🆘‼ï¸⛈⛅ï¸😫 New Zealand: climate change protesters block old people at the entrance of a bank in #Dunedin. Police help. http…,761256 +Biggest pet peeve: Republicans pretending climate change doesn't exist:,586312 +"RT @pagegustofsonxx: #TwitterBlackout bc I don't stand with men who are sexist, racist, mean, and most non believers in climate change. #no…",93389 +Billionaire Richard Branson on Donald Trump: Focus on climate change https://t.co/IfjeKZz3EL via @AdellaPasos https://t.co/PA6C9sPuFy,93917 +Trump meets with Princeton physicist who says global warming is good for us - The Washington Post https://t.co/hkRrL1QEWg,73551 +@Chaosxsilencer Global warming doesnt exist but climate change does,165581 +"RT @AnnCoulter: According to the MSM, all evil is now caused by the Russians or global warming.",156791 +RT @NYTNational: Trump has called climate change a hoax. Now he has the chance to destroy efforts to beat it. https://t.co/i9hdsPig9Y,823794 +"RT @latimes: Obama talks about the need for more action on climate change in his farewell speech. + +Full transcript:… ",63392 +RT @ClimateCentral: Trends in nighttime temperatures are a symptom of a world warming from from climate change https://t.co/h4G9pRPAnC http…,182207 +@LeoDiCaprio Thanks for the great documentary on climate change. It really hit home! Please check out this project https://t.co/fUiwrUtDDA,829750 +RT @Gizmodo: Donald Trump: Maybe humans did the climate change after all https://t.co/P7dLa8lK2I https://t.co/Gq5CUUxHiW,101290 +"RT @davatron5000: A climate change denier as head of EPA. +A creationist as head of Education. +A Nazi-inspired database for Muslims. +Ugh. Th…",639078 +RT @V_of_Europe: Putin says climate change not man-made https://t.co/8QCtKawXl7,960964 +Does Trump buy climate change? https://t.co/hBNAHxdHEY,884242 +RT @hondadeal4vets: Lets use those fidgit spinnas to spin the earth the opposite way and reverse global warming,333194 +"Ocean Sciences Article of the Day - Opinion: No, God won’t take care of climate change (High Country News) https://t.co/1iGTnHrQzp",180605 +RT @Mrsmaxdewinter: Opinion | Harvey should be the turning point in fighting climate change https://t.co/ULrbHtQiCB,724302 +"Amid all the 'agents of doubt' in climate change, you have to get involved https://t.co/Z5FC8Pi8pq",464585 +RT @MrKRudd: When will Turnbull gave the guts to stare down the mad right of his party on climate change. https://t.co/Xo8A77mYO0,857134 +RT @bmeyer56: Urban forestry tactics for climate change. Check them out but consider how they construct human&non-human encounters https://…,289751 +"What's an honest intelligent climate scientist to do in the face of the madness of Left-wing 'climate change',... https://t.co/kAzc8MAAV3",746574 +"Instead of building a pointless wall, how about we focus on important issues like climate change, education, jobs and healthcare. Just sayin",5343 +Koalas don't like water but they're being 'driven to drink' by climate change https://t.co/XClSuR90k4 https://t.co/26yQCmvGlD,477522 +"While the left frets about global warming, an actual threat to water access and availability exists +https://t.co/vyy8Z9HAEn",446879 +"RT @ErikSolheim: 'A conservative case for climate action' +Left, right or centre: climate change affects everyone.… ",546541 +"RT @CNN: Deadly heat waves are going to be a much bigger problem in the coming decades due to climate change, researchers sa…",732463 +"RT @MatteaMrkusic: For the first time at Sundance, there will be a spotlight #climate change and the environment. https://t.co/Cq3SnrZtCb",380608 +RT @realDonaldTrump: The global warming we should be worried about is the global warming caused by NUCLEAR WEAPONS in the hands of crazy or…,336640 +"@lizoluwi @RangerGinger @JacquiLambie @AEDerocher @MickKime https://t.co/meZ20Sjz0M + +this is a must watch about climate change",52477 +"Not just tropical diseases spread by climate change, but crop & livestock diseases as well. +Lots of costs we're just starting to suspect.",194507 +2016 set to be the hottest year ever recorded - sparking fresh climate change debate - Yorkshire Post… https://t.co/x9X2SyyElX,538733 +RT @shazbkhanzdaGEO: Smog is dangerous.Reason is pollution.we need to act and act now.climate change is the biggest threat to the world htt…,622382 +New York skyscrapers adapt to climate change - https://t.co/Tkl2muOQ1K https://t.co/SIxZdjlHuD https://t.co/pEcwJb1FOv,758067 +"RT @PimpBillClinton: .@algore gotta admit you were right about global warming, dawg. It's November and it's hotter than two chicks kissing.…",969245 +Trump’s election marks the end of any serious hope of limiting climate change to 2 degrees https://t.co/msW25jwaI3,6204 +RT @HillaryClinton: A historic mistake. The world is moving forward together on climate change. Paris withdrawal leaves American workers &…,360927 +"RT @Oliver_Geden: Surprisingly high number of Germans says #climate change biggest concern, left and far right voters below average…",733862 +RT @OGToiletWater: If you from the bay you know damn well the city never goes over 85. Yall still think global warming aint real https://t.…,254831 +"RT @NatGeoChannel: Watch #BeforeTheFlood right here, as @LeoDiCaprio travels the world to tackle climate change https://t.co/LkDehj3tNn htt…",312789 +RT @UNFCCC: #Sundance will shine spotlight on climate change this year https://t.co/cuRgRyiHNK @sundancefest https://t.co/CHZwXCcCDE,683632 +"RT @TimesNow: Pakistani shelling, global warming, and ecological changes triggering avalanches in J&K, says Army Chief Gen Bipin… ",698155 +RT @sara_hughes_TO: Have a look at some of my early findings on implementing climate change mitigation measures in cities! https://t.co/N7u…,581241 +"RT @BelugaSolar: Going green in China, where climate change isn’t considered a hoax https://t.co/U7bshipLUi",685887 +RT @Earthjustice: These are the states fighting to save the earth: The nation's new front line of defense against climate change.…,495618 +"I sorta finished the game, I fought climate change and took a nap with King Ralph. Never left the room. #BestKey @TristinHopper #thanks",98564 +RT @MattBors: Florida. Half the state's going to disappear in ten years due to global warming. They're going for the guy who says it's a Ch…,422534 +RT @SharkMourier: A climate change checkup on spectacular coral reefs. Watch awesome @physiologyfish explaining this crucial issue!…,378882 +RT @Paul4Anka: Sailor of global warming https://t.co/0BJGbnGdtT,175872 +RT @bpolitics: Welcome to the first U.S. town to get federal money to move because of global warming https://t.co/mN5453BJmO,135908 +@latimes @latimesopinion I really hope climate change takes California and all it's cultural sickness out to sea.,840249 +@benshapiro we should blame climate change.,37433 +A supercomputer in coal country is analyzing climate change https://t.co/YRoekNhycx,231996 +@JohnJohnsonson @rohan_connolly Vote PHONy- we'll make sure climate change is the least of your worries!,573211 +RT @stranahan: Leonardo DiCaprio hopes to use Ivanka Trump to push climate change policy – TheBlaze https://t.co/jcFL7a1Cue,703385 +"RT @quinncy: 2017: Humans aren't responsible for global warming, are responsible for not mentioning how they're not responsible…",11101 +#Rigged #StrongerTogether #DNCLeak #Debate #Iamwithher climate change is directly related to global terrorism https://t.co/6SoXS3kdim,819890 +"@southerncagna @POTUS in air force one, no doubt.... that's a pretty penny and what about the climate change 😕",572492 +#researchpreneur #Twitter #Futurism A comparison of what LamarSmithTX21 says about climate change and what science says about climate chang…,120502 +RT @NatureNews: Donald Trump should start his presidency by dropping his pantomime-villain act on climate change…,146930 +"RT @LivingBlueinRed: Gee a bunch of 70 year old rich white guys aren't worried about climate change and the fate of the planet. +Go figure.",913546 +RT @CNN: No snow where there should be. Bleached anemones. Cracks in the ice. This is what climate change looks like:…,808868 +Novel new lawsuit on behalf of 21 kids against fed to fight back on climate change https://t.co/T5VyADL9Kq,383788 +"Australia faces potentially disastrous consequences of climate change, inquiry told https://t.co/Xyk1aTHNwH",629338 +Lol if you believe in global warming your an idit @NASA,429250 +@IngrahamAngle @nytimes Obama was liked by globalist leaders because he supported the climate change hoax agenda and retreat of U.S. power.,327253 +Vicki Cobb: The Cheeseburger of the Forest: Evidence of Global Warming: For the climate change… https://t.co/j6Td26KYSa | @HuffingtonPost,233323 +RT @GreenPartyUS: The human cost of climate change is too high. We need to get off fossil fuels and on to renewable energy by 2030 if we ho…,754966 +WAIT!! I thought climate change was our fault ?!? https://t.co/8x9alu051P,5107 +"Some of y'all STILL don't think climate change is real and I just do not understand why + +https://t.co/fMYrDe6DwY",285700 +@realDonaldTrump if global warming isn't real then why is my seasonal depression lasting the whole year?,997597 +Is Game of Thrones an allegory for climate change? Is Jon Snow supposed to be Al Gore? I'm on to something here folks I SWEAR,605325 +RT @BBWslayer666: Im gunna be pissed if the world ends by some lame ass global warming and not an alien invasion or A.I hitman androids,181468 +RT @SethMacFarlane: HRC proposes installing half a billion solar panels by the end of her first term. Trump thinks climate change is a hoax…,921776 +RT @jaboukie: climate change is too real for us not to install solar panels in congress and harness the collective shine of old white polit…,131890 +RT @SethMacFarlane: HRC proposes installing half a billion solar panels by the end of her first term. Trump thinks climate change is a hoax…,727491 +@robinmonotti About turn on climate change - that's a big one.,407368 +"RT @NYGovCuomo: With or without Washington, we're working to aggressively fight climate change and protect our future. #ClimateMarch https:…",720318 +"RT @SafetyPinDaily: Native American tribes reject U.S. on climate change and pledge to uphold the Paris Accord | Via @newsweek +https://t.co…",521215 +"RT @fiscal_penalty: Despite the global warming, Alaska has had very little, if any, warming since 1977 (except Barrow), as shown below: htt…",699505 +RT @kylegriffin1: Dan Rather goes off on climate change deniers—'To cherry pick the science you like is to show you really don't unde…,260605 +"RT @KamalaHarris: Tackling climate change is also about improving our state’s public health. Read more: +https://t.co/ZRU7HJRmVA",4496 +"Trump: climate change is probs fake +Scientists: nope. No it's not +Trump: wish we knew +Scientists: it's REAL +Trump: guess we'll never know :/",162556 +"RT @Grayse_Kelly: 'Polar bears don't have any natural enemies, so if it dies, it's from starvation' +This is for the 'global warming…",283270 +"RT @charliemcdrmott: That our future president does not believe in climate change, or that he does but has personal interests that keep him…",631070 +RT @mark_johnston: Merkel urges bigger fight against climate change after U.S. move https://t.co/35XDGrUgWw https://t.co/DjIV7fDHEU,343853 +#climatechange UW Today Rapid decline of Arctic sea ice a combination of climate change and… https://t.co/iCvPL2bYXe via #hng #world #news,195609 +RT @Greenpeace: Europe is facing rising sea levels and more extreme weather because of climate change https://t.co/TmkUgsMZ6j…,729294 +"This major Canadian river dried up in just four days, because of climate change https://t.co/kFUilhc2vn https://t.co/mlCs32dejK",342029 +RT @MichaelEMann: '#RexTillerson’s view of climate change: just an engineering problem' @ChriscMooney @WashingtonPost: https://t.co/EExB1OS…,31305 +"RT @RepTedLieu: Estimated proportion of scientists that reject consensus of man-made climate change: 1 in 17,352, or 0.000058%. #DefendScie…",974349 +RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,827385 +.@RepDennisRoss Don’t let our children face climate change disaster! #ParisAgreement #CleanPowerPlan #SaveTheEPA #ActOnClimate #swingdist,110637 +MUST READ THREAD�� Ideologues ignore climate change but DOD recognizes that it's a NATIONAL SECURITY ISSUE… https://t.co/eAdLMF85mU,330981 +RT @beemovie_bot: I predicted global warming.,716213 +RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,673772 +RT @JonahNRO: I don't think you got the memo that you're not allowed to say anything positive about climate change. https://t.co/p0ok3eV9jJ,533976 +"Well, to be fair to @KamalaHarris, John Kerry did say that 'climate change' is a greater threat than terrorism.",467243 +Top Russian Scientist: ‘fear a deep temperature drop — not global warming’ https://t.co/zqgkOQfYZg via @PSI_Intl,671317 +Chad is the country most vulnerable to climate change – here's why https://t.co/Jh6yjo7Rlu,232183 +"China and the EU could issue a formal climate change statement by next week, ex-UN official says https://t.co/IOzVcTU5T4",489015 +RT @WorldfNature: A supercomputer in coal country is analyzing climate change - Engadget https://t.co/QtVmZdIm4S https://t.co/M5Q3evANNo,356158 +RT @AlexCKaufman: Concussions are to the NFL what climate change is to fossil fuel industry. https://t.co/lE2uCt1b9R,988748 +Is the bridge of Heroin really about global warming I'm shook,240002 +RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,873392 +RT @SenSanders: We have a president-elect who doesn't believe in climate change. Millions of people are going to have to say: Mr. T…,345670 +"Retweeted Inquirer (@inquirerdotnet): + +#PresidentDuterte says he will sign the climate change agreement. |... https://t.co/FySpc7fRg9",356761 +RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,530584 +"RT @drewparks: Sick of hearing about Russia and tweets and scandals... it's time to talk about Flint, pipelines, and climate change.",177001 +Nice to see the issue of climate change is being addressed by the government..... https://t.co/m9qraM3cys,525148 +@RealJack climate change is nothing new...The ancients migrated out of the place we now call Sahara Desert (from 'Eden' to Sweden).,347083 +RT @JoshBBornstein: Strong contender for muppet of the year. Should stick to climate change. https://t.co/UoHE4L15LI,784269 +RT @CNN: President-elect Donald Trump says 'nobody really knows' if climate change is real https://t.co/BTl3I3w7Cr https://t.co/QNF5ax8DjA,420686 +"Kids (ages 9-20 yo) are gearing up to take Trump to court over climate change +https://t.co/dn7UTh74Q0 via @theblaze",918830 +RT @mitchellvii: Americans are even less worried about Russia than climate change.,550616 +"The left has turned climate change into a form of religious dogma, beyond reproach. The cthlc church killed Galileo over 'settled science' ��",696228 +"RT @Doener: Gates, Bezos, Jack Ma and others worth $170 billion are launching a clean-energy fund to fight climate change: https://t.co/uTM…",861731 +RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,677852 +RT @LisaBloom: We will be the only developed nation in the world led by a climate change denier. https://t.co/tR1DclGWEz,591361 +"RT @NatGeoChannel: Watch #BeforeTheFlood right here, as @LeoDiCaprio travels the world to tackle climate change https://t.co/LkDehj3tNn htt…",962050 +RT @guardianeco: Modern agriculture cultivates climate change – we must nurture biodiversity https://t.co/jcY1WaiE5I,76649 +"RT @MrTommyCampbell: Mike Pence +#ScienceCelebs @midnight + +(Just kidding! He thinks climate change is a hoax, evolution isn't real & homos…",832328 +Hundreds of millions of people are at risk of climate change displacement in the decades a... https://t.co/o0ZEFgOEOZ #globalcitizen,239449 +RT @IndyUSA: Scientists explain apocalyptic effect of Trump pulling out of the Paris climate change agreement…,467995 +Six irrefutable pieces of evidence that prove climate change is real https://t.co/oOEMKHB7eF,467450 +Anthropogenic climate change is absolutely real. Drawing specious conclusions between a freak storm and regular wet seasons is idiotic.,127162 +"RT @SenSanders: On virtually every major issue — raising the minimum wage, climate change, pay equity for women — we are the majority",477381 +#alberta #carbontax Thanks NDP! You carbon tax is doing magic. Life is bitter cold in AB. Finally global warming is gone by taxing air !,58715 +RT @ClimateReality: We can debate how to tackle climate change – but the science is settled #ClimateMarch #ActOnClimate https://t.co/0QIKSh…,701473 +"Carbon dioxide not ‘primary contributor’ to global warming, EPA chief says https://t.co/qQsNni6clh https://t.co/e5k4kbPMcg",893061 +"RT @Arctic16: this is horrible, when will we wake up to the realities of climate change? https://t.co/h2jMWizKoY",335217 +"Tell me again how you think climate change doesn't exist. +https://t.co/UBwSAr1YfH",909071 +Trump to sign sweeping rollback of Obama-era climate change rules https://t.co/1BgTlOq9QF,471885 +"@eemorana I’m creating a new think tank for climate change, would you join and post your tweet also at https://t.co/u1UbQXLmrF ?",164325 +Caribbean countries get financial help to fight climate change... https://t.co/KOgyqq7gWP,875446 +"26 before and after images of climate change: Since the election, leaders of the environmental movement and… https://t.co/dwcP4DPPku",366749 +RT @Eugene_Robinson: Trump can’t deny climate change without a fight https://t.co/vWgwkE8GTi,625267 +Did you know air-conditioners are 90% rayon responsible and responsible for global warming amazing,805316 +"RT @YarmolukDan: AI utilized for the most critical problems today, climate change, disease, realize the good #AIclimatechange https://t.co/…",779520 +"@deanna_reyess maybe if I pay him, like big oil pays him to deny climate change , he'll show 🤔",967449 +Obama’s “climate change legacy” = dumping billions of taxpayer $ down a well. https://t.co/swF34JRAgS,39093 +aye you believe in climate change @aaroncarter?,306078 +"RT @MikeHudema: Scott Pruitt, head of the EPA, said that carbon dioxide isn't a primary contributor to global warming… ",983065 +RT @Alyssa_Milano: This is huge. Kids suing the government over climate change can proceed to trial: https://t.co/C53TlAEN13 via @slate,106475 +"RT @Cllr_KevinMaton: How to fix climate change: put cities in charge. +Coventry Council must continue its drive in this area https://t.co/c…",380508 +@FSUSarah42 And they say global warming isn't real! https://t.co/k0aN2o13LG,236562 +Finally the year we don't have to make up snow days and global warming decides to be real,589848 +RT @ClimateGroup: Companies like @GM are leading the fight against climate change: @DamianTCG #COP22 https://t.co/SUxE5WE44d,741895 +RT @kentkristensen1: @kentkristensen1 we need to protect our planet the climate change is real and it's fast #climatechange help please 👍 h…,204042 +"RT @WillMcAvoyACN: Yes, the White House website's climate change page is gone. All the policy pages on https://t.co/Ju0da64MI6 have been ta…",238985 +#Wisconsin disaster agency plans for climate change https://t.co/9yzR4DSsDW,468940 +RT @thetommyburns: So we're actually close to electing a dude who doesn't believe in global warming?? Like as if its an opinion or something,467571 +RT @RECOFTC: #ForestsMatter because they minimize the negative impacts of climate change. #ForestActionDay #COP22…,86934 +"@HuffingtonPost Of course he did. Denies sexual assault, climate change, Trump U fraud. This is small stuff to him.",650045 +":: Trump taps climate change skeptic Scott Pruitt to Head EPA + +https://t.co/qHyO4ip5gY via @ShipsandPorts",334396 +Ice Age climate change played a bigger role in skunk genetics than geological barriers - https://t.co/k16i38AV4y https://t.co/DXNCohwJcs,308397 +RT @ideas4thefuture: ‘There’s no plan B’: climate change scientists fear consequence of Trump victory https://t.co/U2cQQqHJPR,435631 +RT @CleanAirMoms: Reading: Guardian How Obama's climate change legacy is weakened by US investment in dirty fuel https://t.co/PshDJsiwAe,206312 +I also wonder how all those people who liked the 'I fucking love science' facebook page feel about climate change.,565453 +"RT @BillMoyersHQ: The threat of climate change is pushing environmental law into new territory, writes @LightTweeting https://t.co/wqA5Wsag…",250852 +"RT @350: We have two options. Either we continue down the path towards climate change, or we #BreakFree from fossil fuels… ",511144 +RT @ericcoreyfreed: Anthrax spores stay alive in permafrost for 100 years. Enter climate change. Can you guess what happened next? https://…,985030 +RT @MiriamElder: I've long been arguing that 'we're all gonna die' is a better term than 'climate change' anyway. https://t.co/HJGCRGOohz,5045 +"RT @billmckibben: Hey, a hit of good news: judge allows youth lawsuit against fed govt on climate change to proceed! https://t.co/P4Y11CEbaQ",962371 +"Is this who we really want to be? A nation with a leader who promotes bigotry, racism, anti-women, anti-journalism, anti-climate change?",179695 +RT @aroseadam: Need bedtime reading? Our modeling paper on the effects of realistic climate change on food webs is out! https://t.co/VvaWIo…,571674 +RT @BernieSanders: 'The concept of global warming was created by and for the Chinese in order to make U.S. manufacturing non-competiti…,708517 +"Republican logic: Renewable resources are imaginary, like climate change https://t.co/orN3DfTUZ0",949891 +Financial firms lead shareholder rebellion against ExxonMobil climate change policies https://t.co/KIEfhZJ0Ou,451267 +"RT @De_Imperial: Mahlobo, 'Baba, global warming is caused by Pravin.' +Jacob, 'Iqiniso. Put that in a report.' https://t.co/0SDboKyXKd",463572 +"RT @JamilSmith: Trump’s presidency may doom the planet, and not just because he’ll have nukes. @bradplumer, on climate change. https://t.co…",527910 +"RT @1963nWaiting: Yes, the climate changed and there was a hurricane. When it subsides the climate will change again. Come on Bill, g…",446310 +"The Trump administration's solution to climate change: ban the term + +https://t.co/Me6HJDFyAU",105414 +"RT @FCM_DCausley: The @city_whitehorse is taking action on climate change #cities4climate #CANclimateaction +https://t.co/S1AslONsKH",18138 +"RT @ramonbautista: Numinipis na ang yelo sa Arctic Circle, pati si Santa nangangayayat na. Nakakatakot talaga ang global warming https://t.…",653784 +RT @JackeeHarry: Frosty The Snowman melted because President Trump refused to take the threat of climate change seriously. #FakeChristmasSo…,331838 +Securing a future for coral reefs 'requires urgent & rapid action to reduce global warming.' 'Tis the only solution …,650762 +Aka Similar to climate change Americans prefer to wait until it is too late to do anything https://t.co/1ke5ViqrEX via @bpolitics,826394 +"RT @JonTronShow: I understand skepticism but I really never understood climate change denial, to me it seems entirely plausible",164947 +"#Space #News • Trump's budget plan for NASA focuses on studying space, not climate change - Los Angeles Times https://t.co/nlyTk1otDV",871573 +RT @cskendrick: @gwfrink3 @ballerinaX And both are on the short list of Most Likely To Cease Being Countries thanks to climate change...,737732 +RT @nature_org: Step 1: Identify key landscapes that could native species amid climate change. Step 2: Protect them w/ partners:…,78892 +RT @JeperkinsJune: Where the hell is PETA? Worry about whales and global warming and bears not having ice but quiet when their muslim…,950200 +RT @foxandfriends: POLL: 29% of voters are 'extremely concerned' about climate change https://t.co/9sOCJGiyWD,484870 +Nicely said: 'Financiers are not philanthropists. But (...) allies in the fight against climate change' [in French] https://t.co/5yPUhCdEWW,382863 +"RT @MrStevenCree: Sorry. Maybe I should have been sexist, racist, xenophobic, wall building & denied climate change exists. Is that c…",155451 +RT @FinnWittrock: .@EPAScottPruitt doesn't think CO2 drives climate change? Let's send him a copy of 'Global Warming for Dummies': https://…,361880 +RT @CarolineLucas: Very disappointing that @theresa_may hasn't made climate change one of her top four priorities at the #G20: https://t.co…,625561 +"Devastating global warming is inevitable due to inaction of international community, says leading economist https://t.co/lWGaI7ss4i",675442 +RT @POLITICOMag: Now is the time to say it as loudly as possible: Harvey is what climate change looks like. https://t.co/MTvWJ6LRLd,113514 +"RT @aerdt: One of the world's leading experts on climate change is calling for rebellion against #Trump | By @montaukian +https://t.co/lvHZm…",19397 +Gender Action Plan aims to integrate gender into climate change policies and strategies https://t.co/vkOOUzjT5Q via @NonProfitBlogs,718093 +"RT @EllerySchneider: ME: how can I worry about a career when global warming is threatening our very existence? +DRIVE THRU: please just pull…",428411 +"RT @ConversationUK: Rising temps, extreme poverty and a refugee crisis - why Chad is the country most vulnerable to climate change…",908602 +RT @SwannyQLD: The 10 lost years on climate change policy is entirely due to climate change deniers and vested interests #auspol,595852 +"RT @LastWeekTonight: If you don’t believe man-made global warming is a a silly issue, give to the Natural Resources Defense Council (https:…",866548 +waste side taxing us throw our leaking roof breaking fedral immgrational and consitutional laws and under Obama for fake climate change,516734 +RT @GuardianUS: Day 49: Donald Trump's EPA director denied carbon dioxide causes global warming https://t.co/kbFJvfuoGV https://t.co/XcyAl4…,203690 +@D1dupre96 They probably won't bring up his past climate change predictions,457889 +Is climate change real?' @CastanetNews mixed the words up - should read 'Climate change is real.' #climatechange https://t.co/l8VIMg0UDd,42699 +You know there's something wrong.when the safety of your country doesn't matter and climate change is more importan… https://t.co/3yDRa9A3um,564817 +RT @brenbrennnn: Let's watch Planet Earth and brainstorm ways to convince our world leaders that global warming is proven science and that…,519244 +"SRSLY WHATS THE RETURN POLICY ON TRUMP? I want a refund, inmediately. I cannot with this climate change denial. Absolutely cannot.",634222 +"RT @benji_driver: Just like @TurnbullMalcolm 'fixed' his beliefs on climate change, and just tossed them out the window? Simply not g…",851947 +RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,925224 +"RT @WtfRenaissance: When scientists are trying to explain climate change to you, but you don't care cos you President of the United Sta…",776585 +@CivilSocietyOz US 90% population growth 10% emissions growth until now - People want action on climate change and… https://t.co/RNQqxM308C,603969 +Don't let FAKE NEWS tell you that climate change is damaging this country's future. Outrageous!,848121 +@briana_erran feel like it good for the planet to make innovative procedures to adapt to climate change but it shou… https://t.co/zl3vQrNJpr,745737 +RT @BulletinAtomic: Latest Voices of Tomorrow essay by a very young scholar: Nukes & climate change: Double whammy for Marshall Islands…,706675 +NatGeo’s climate change documentary with Leonardo DiCaprio is now on YouTube https://t.co/9F2uNfY6TB by #jokoanwar via @c0nvey,891427 +RT @Papizayyyy: The fact that Trump doesn't believe in climate change is scary asl,311901 +RT @BernieSanders: #ImVotingBecause the future of the planet is at stake. Hillary Clinton will combat climate change. Donald Trump thinks i…,190297 +RT @TLT16: That's some evil magic right there. Someone pissed off an environmentalist by denying climate change & they got mag…,782363 +How to curb climate change yourself: drive a more efficient car.. Related Articles: https://t.co/36Ia0ZJRQW,44291 +"RT @GreenPartyUS: There is overwhelming consensus that climate change is happening and that humans are contributing, @EPAScottPruitt. https…",370428 +RT @chattyexpat: The article is more about climate change than Syria. It has a great analogy comparing CO2 emissions to weight gain. https:…,899174 +RT @kenkimmell: Outraged that EPA Head Pruitt denies that CO2 causes global warming. Confirms my worst fears. https://t.co/E8s0ZLIAPV,144125 +RT @TulsiGabbard: Together we are raising our voices about what we can do to address climate change. Add your voice through Nov. 6 → https:…,422237 +"From Asia to outback Australia, farmers are on the climate change frontline - The Guardian https://t.co/opXJOeUTDk",554582 +RT @ClimateTruthNow: The myth of man-made global warming has been busted: https://t.co/j6EMk0AGmI #climate,242199 +Makes you wonder how some still question climate change... https://t.co/c7XmtheBHh,232219 +"RT @c40cities: Mayors of Paris & Washington are inspiring global leaders, committed to tackling climate change #Women4Climate…",224076 +The impact of humans and climate change can be seen in this 30-year of Earth evolution. https://t.co/hbHYkgJS2t via @TIME,945898 +Trump to reverse Obama-era order aimed at planning for climate change - The Denver Post https://t.co/INSCSgFsYZ https://t.co/WdpmUdTePS,564911 +Let's hope Obama's last days as President aren't spent trying to prove catastrophic man made global warming. https://t.co/bxoL7YI9fk,343688 +RT @Spaghetti3332: Who would you trust to solve climate change ? ��������,371908 +John Kerry says he'll continue with global warming efforts - https://t.co/CgTdcIaEEq,627574 +RT @hoplitnet: Conservative logic on climate change. https://t.co/xj7EyTwwJX,180485 +RT @JaredLeto: It’s time to change climate change. Join the #PeoplesClimate March today: https://t.co/GoejKrwmj0 #ClimateMarch,249763 +RT @ProPublica: Harvard researchers have concluded that Exxon Mobil “misled the public” about climate change. For nearly 40 years.…,651375 +RT @FactsGuide: This photo by Kerstin Langenberger shows how polar bears are being affected by climate change. https://t.co/g6KXAdyLHd,660951 +A 1.5℃ rise in global warming will bring climate chaos. Is the government helping? #HR Found at https://t.co/W3WYUuGz31,657758 +RT @avancenz: This recent wild weather is 'possibly' due to climate change - PM ��,237867 +"A UCLA prof recommends replacing dogs & cats w/more climate-friendly pets in name of global warming. + +https://t.co/TBI2qSeLLK via @ccdeditor",782819 +RT @guardianeco: Conservative groups shrug off link between tropical storm Harvey and climate change https://t.co/f4iQZntpT3,791928 +@chrislhayes If only there were multiple federal agencies that were researching ways to predict/slow/mitigate the effects of climate change,294609 +RT @Forbes: Billionaire Michael Bloomberg pledges $15 million to combat climate change as Trump ditches #ParisAgreement…,850390 +RT @SenSanders: We have a president-elect who doesn't believe in climate change. Millions of people are going to have to say: Mr. T…,396547 +No global warming books on my bookshelf! https://t.co/TT9GX2Ns2L,142830 +How climate change could make air travel even more unpleasant https://t.co/hgNy6OL7Td,250983 +"RT @AndreaGorman8: #LNP, and lackey One Nation circus, logic on climate change. The idiots... I mean adults are in charge #auspol… ",443938 +RT @NatGeoChannel: One of the easiest ways to help combat climate change in your daily life is to stop eating beef. Here's why:…,831490 +"Oil extraction policy incompatible with climate change push, MSPs told https://t.co/ddBwAAWkUt",418267 +"RT @drwaheeduddin: Chilly & cloudy April Sunday morning; outside temperature barely 60°F or 15°C in afternoon. +No global warming. CO2…",860398 +RT @RubyandDew: @USFreedomArmy @AbnInfVet the only global warming is all the B.S. From the potus hot air he's blowing out his pie hole and…,763872 +"RT @MehrTarar: Most of them have not even heard of leukemia,lymphoma, climate change,Alzheimer's, malnutrition, stunted growth: AL… ",574726 +RT @CNBC: EPA chief Scott Pruitt says carbon dioxide is not a primary contributor to global warming https://t.co/pYlXvtrIII https://t.co/ca…,142336 +"RT @ClimateRealists: MUST SEE VIDEO: Federal scientist cooked climate change books ahead of Obama presentation, whistle blower charges http…",213055 +"RT @marc_rr: Excellent (slightly provocative): +Anti-vaccers, #climate change deniers, and anti #GMO activists are all the same…",455829 +"RT @angel_gif: 2050, after vegans spent decades warning carnists about animal agriculture and climate change but they were all 'lo…",656699 +"RT @davidcicilline: How many scientists reject the idea that human activity contributes to climate change? About 1 in 17,352 #DefendScience…",171902 +RT @sabbanms: Donald Trump's most senior climate change official says humans are not primary cause of global warming https://t.co/OSgptyBN…,350128 +"@Baileytruett_yo @Tomleewalker why do people defend the leading cause of climate change, deforestation, pollution etc get over it it's meat",714025 +"@ikilledvoldy Does it really matter? With climate change initiatives being thrown out the window, they'll sink before they can secede.",17420 +@marx_knopfler Which was caused by global warming. We can expect much more and much worse.,44772 +#diet driving global warming women's shirts online shopping,643168 +RT @tomzellerjr: Shouldn't this headline include the word 'Derp'? 'EPA chief says CO2 is not a primary contributor to global warming…,704610 +RT @RichardDawkins: President Trump may destroy America but maybe we can stop him destroying the world. Sign the climate change petition ht…,820523 +"RT @Greenpeace: If we don't take action to curb climate change, storms like #Harvey will just keep on getting worse. https://t.co/jEdX3s1rWm",37607 +RT @Independent: G7 leaders blame Trump for failure to reach climate change agreement https://t.co/erTgfLdGPe https://t.co/jYt02lRr3f,680087 +"RT @Kloppholic: Imagine trying to convince yourself that global warming isn't real and instead a conspiracy. Wake up, before it's t…",509948 +RT @dailykos: This is what climate change denial looks like https://t.co/lbJ6CYiXwp,938423 +"Arctic voyage finds global warming impact on ice, animals https://t.co/HaSeCV2USJ",476346 +Trump to drop climate change from environmental reviews: https://t.co/MLDOCYTKDO via @AOL,617648 +"RT @reubenesp: After Obama, Trump may face children suing over global warming https://t.co/vFsThxKj5l #copolitics @fractivist",659939 +"RT @amconmag: If liberals could invent the perfect problem to promote their policies, it would be climate change. https://t.co/KhAxDW5z18",510346 +"Longer heat waves, heavier smog go hand in hand with climate change | Ars Technica - https://t.co/DQHhxC30TI",106516 +We might elect a president who doesn't believe in climate change :(,187412 +"The @EPA's Pruitt can disregard the role of CO2 in climate change, but choosing renewable energy can exert market pressure beyond his words.",530662 +RT @waltjesseskylar: @DrMartyFox Tell this to the millennials who dont seem bothered by this but are so focused on the climate change hoax,969059 +"In Peru, droughts give way to floods as climate change looms https://t.co/dhQkk9VZMc",233113 +RT @obamalexi: the concept of headass was created by and for the people who don't believe global warming is real https://t.co/MeAoNNdjaA,881485 +"RT @LastWeekTonight: If you don’t believe man-made global warming is a a silly issue, give to the Natural Resources Defense Council (https:…",396578 +"RT @Svenrgy: If Trump wants to create jobs, he should take climate change serious. https://t.co/5hsPm6NXFS",722776 +@ClimateReality Climate alarmists Stop dictating & start debating your claims about climate change in balanced public debates.,69263 +RT @thinkprogress: Trump EPA cuts life-saving clean cookstove program because it mentions climate change https://t.co/CrK3Il8HdM https://t.…,783056 +RT @Greenpeace: We know what global warming looks and feels like. But what does it SOUND like? https://t.co/BrSHYQPqRP https://t.co/vYVPwaW…,29053 +RT @SenSanders: We have a president-elect who doesn't believe in climate change. Millions of people are going to have to say: Mr. T…,45878 +EPA chief says carbon dioxide not 'primary contributor' to climate change https://t.co/Vv1RBfXirD,845042 +"RT @Reuters: In rare move, China criticizes Trump plan to exit climate change pact https://t.co/7XPVkzSogY https://t.co/3dslS1o92V",78628 +"RT @MotherJones: The Great Barrier Reef is in peril, and climate change will destroy it https://t.co/0Ufa6zdLcr https://t.co/IaD01WCHcZ",899274 +EPA chief: Carbon dioxide not 'primary contributor' to climate change https://t.co/eTxvp3yNth,485857 +Think about this: China knows more about climate change than Drumpf... #FillTheSwamp https://t.co/37QomzpgqT,914284 +"RT @MS__6: @BBCBreaking National interest? Tories to form with an anti-gay, anti-women's rights, climate change denying party…",590949 +RT @igorvolsky: Trump's White House website has removed all mentions of the phrase 'climate change' https://t.co/H501ML98Uo,286808 +RT @EnvDefenseFund: These 3 charts show how climate change is the world’s biggest risk. https://t.co/DFBYakdVxE,449133 +RT @KellyGraay: People posting pics for Earth Day but they voted for a man who doesn't believe in global warming ��,145375 +Trump's just-named EPA chief is a climate change denier https://t.co/BOryvlXbnz,769261 +"RT @CircularEcology: Stopping global warming is only way to save Great Barrier Reef, scientists warn https://t.co/liE9lLuCFr https://t.co/0…",769524 +"RT @NCConservation: 'Clean energy not only combats climate change, it creates good-paying jobs.' + +NC's Attny General on Trump's EO aga…",968896 +"In race to curb climate change, cities outpace governments..! https://t.co/SRluNLbehh vía @Reuters",313839 +"Great paper - CC attention is usually on av. global temp, but 'climate change most often affects people with specif… https://t.co/0BLYdQnBbn",775822 +"RT @PrisonPlanet: DiCaprio. + +Hangs out with oil tycoons, flies private jet 6 times in 6 weeks. + +Lectures you about global warming. + +https:/…",293312 +@AnybodyOutThar @DonaldJTrumpJr It's climate change from global warming caused by fossil fuels. Stop spreading lies.,495182 +"RT @JaclynGlenn: So excited to have a racist misogynistic climate change denier as our next President!!! Whooo America FUCK YEAH + +kill me",896063 +"RT @UNEP: Our future crops will face threats not only from climate change, but also from the massive expansion of cities:… ",2325 +RT @TheAtlantic: Kaine presses Tillerson on whether Exxon knew about global warming in 1982 https://t.co/MZ0XXs0mL2 https://t.co/I3B2kwKrpg,795486 +RT @MichaelGerrard: Our new easier-to-use website full of materials on climate change and the law https://t.co/MneypsUczM,135329 +"@ksenapathy Yes. Evidence on pro-GMO stance. Trump's ideas on climate change, economy, & almost everything else poor. DT not proscience.",885345 +"Sebagai dampak global warming, musim hujan yang tidak beraturan lebih merugikan bagi Indonesia dibanding Negara lain.",703319 +"RT @1der_bread: Dear republicans, it was 75 degrees 5 minutes ago now it's a thunderstorm, plz tell me how global warming doesn't exist!",595781 +"RT @ClimateReality: The @Energy Dep’t doesn’t want staff to say “climate change.” You can ban words, but you can’t change reality. https://…",243128 +College's break with climate change deniers riles debate over divestment strategies https://t.co/K4BXVd3ZA6 via @HuffPostPol,589175 +I see you global warming 😏 https://t.co/w3wlDZUgWT,473007 +RT @BernieSanders: 'The concept of global warming was created by and for the Chinese in order to make U.S. manufacturing non-competiti…,145261 +"RT @Pappiness: @realDonaldTrump Yes, because the threat of climate change should be reduced to a reality show teaser.",942956 +RT @petefrt: Confirmed: NASA invented global warming by tampering raw temperature records. https://t.co/9on0KbSwnI #tcot #p2 https://t.co/6…,524966 +"Trump team memo on climate change alarms Energy Dept staff https://t.co/CLSAeA3FWi +#faithlesselectors MUST DO YOUR DUTY TO STOP FASCISM.",713766 +How can we trust global warming scientists asks David Rose https://t.co/K7w6P8yr6R @MailOnline,440834 +"@AJEnglish But the rich get richer, congratulations. You are more danger to the world than global warming",94839 +@realDonaldTrump even more so: the voice of our planet needs to be heard. Global warming and climate change are real. RESIST.,730063 +RT @nobby15: IDIOT IN ACTION - One Nation senator Malcolm Roberts asking about the connection between penises and climate change…,120270 +RT @miraschor: *This* is his idea of infrastructure & he's doing nothing to allay climate change. The man is a danger to humanity…,73612 +"This #climatechange research mission was cancelled due to #climate change +https://t.co/raDajcHDxN +#ActonClimate… https://t.co/XqWJqeAIkv",432813 +"RT @AmericanAssh0le: okay after gaining the knowledge that this exists i'm rooting for global warming. end this planet, Sun. https://t.co/5…",317254 +"@spongmai_0 da kho paky environmental use ko,, os me envirmtal engg slides katal no global warming paky raghy . ma v che yad she rata ������",149855 +Gov. Jerry Brown on the Paris climate change accord: 'Trump is AWOL but California is... https://t.co/LPheH9SY2H https://t.co/GYR3eESH06,588233 +"RT @reclaimthepower: Another reminder that #fracking and climate change go hand in hand... + +https://t.co/zqVZ8VoB4C",860852 +RT @RVAwonk: The Trump admin just removed the EPA's #ClimateChange page. Apparently they think that will make climate change dis…,762132 +"@davidgraeber I suppose, but I'm incredibly trepidatious about what Trump will do when faced with challenge. Also, climate change.",694699 +"2 hours in, climate change gone.... #Inauguration #Trump https://t.co/c0eDz3NYsz",357323 +RT @washingtonpost: This is the other way that Trump could worsen global warming https://t.co/09ocSab4B1,617071 +"So what I'm saying is, I believe that anti union folks are not racist, alt right, climate change deniers. But you should not trust them",909332 +RT @frankieboyle: Let's look on the bright side. Maybe climate change will kill off humanity before a Global Fascist government can start t…,460019 +RT @NatureNews: Donald Trump should start his presidency by dropping his pantomime-villain act on climate change…,175290 +"RT @NatGeoChannel: Watch #BeforeTheFlood right here, as @LeoDiCaprio travels the world to tackle climate change https://t.co/LkDehj3tNn htt…",845224 +RT @ClimateReality: Our oceans are also becoming more acidic due to climate change. That’s a nightmare for coral reefs https://t.co/68jVgLE…,77234 +"RT @SteveSGoddard: If everyone saw this video, global warming alarmism would disappear. Please pass it around. +@AtmosNews +https://t.co/bOr…",337929 +RT @PopSci: Six irrefutable pieces of evidence that prove climate change is real https://t.co/u1btqtz5s5 https://t.co/COPRxAMPvh,846396 +RT @NPR: 'We believe climate change is real.' -- Shell CEO Ben van Beurden https://t.co/MAptcRkHwe,515567 +And ya all say global warming dont wxist smh https://t.co/EIqG3RyLFS,365305 +"Hopefully, no global warming alarmists got frostbite https://t.co/FGaM5Kz8Zm via @dailycaller",410068 +"#bbcbreakfast 20secs on climate change - no opinion / reaction, 40 secs + disdain on dave worm, #weakbbc",123198 +RT @UN: 12 #globalgoals are directly linked to climate change. The #ParisAgreement is crucial to achieve them.…,287376 +It actually amazes me how some Americans still don't believe in global warming wtf lol,799250 +These politicians that deny climate change are poisonous and corrupt,744900 +Just commented on @thejournal_ie: New US environment chief questions carbon link to global warming - https://t.co/9JzXeFSA40,505135 +so Trump's apparently 'open minded' towards global warming and isn't going to incriminate the Clintons. That's interesting,380314 +#global warming sex free toons sex https://t.co/YbWAO6Lksw,272452 +"RT @AfDB_Group: 1) climate change, 2) unemployment, & 3) poverty make Africans vulnerable to extremism, esp. youth in rural areas - @akin_a…",164506 +"2016's 'exceptional' weather proves that climate change is real, say scientists https://t.co/smVpfHuZPb",825234 +Trump's pick to lead the EPA is suing the EPA over climate change: https://t.co/pNFwq2KlbJ https://t.co/MJXNtAbsca,959388 +"RT @mitchellvii: Funny, the other leaders at the G7 want to talk about fictional climate change. Why? Because it's a US wealth redistribu…",502275 +RT @UN_Women: Souhad has seen how climate change disproportionately affects women in her village. Let's take action:…,663775 +RT @GT_bd1986: The beginning of the end of the religion of global warming money machine https://t.co/LRJtbQYbaf,515364 +RT @golzgoalz: When the weather is nice out but u still believe in climate change: https://t.co/ZXfI5LP0Lu,29777 +"Actually climate change has caused poverty, that has helped recruit people to terrorism. https://t.co/JizSnJCpft",857998 +RT @NRDC: More than 70 percent of Japan’s largest coral reef has died due to climate change. https://t.co/i7Av7I0zBF via @washingtonpost #C…,930993 +"system change, NOT climate change! https://t.co/dGiaF5gxLL",225367 +".@RogerGodsiff pls publicly oppose DUP views on abortion, same-sex-marriage + climate change #DUPdeal",299046 +RT @angelafritz: Here's what the AMS has to say about Rick Perry's denial that CO2 is the primary driver of climate change. @ametsoc https:…,54060 +#EarthCareAwards is for excellence in climate change mitigation and adaption. Join here https://t.co/h3duliTBZW @TheJSWGroup,153537 +Farmer suicides have disrupted India's countryside. New findings suggest climate change is playing a role… https://t.co/iFVypH1Dlp,77959 +"@realDonaldTrump climate change is real, you are not. https://t.co/tQ5mUThHMk",238755 +RT @peta2: Meat production �� is a leading cause of ☝️ climate change �� water waste �� & deforestation ���� Stop #ClimateChange: #GoVegan,913486 +RT @DrDeJarnett: It's vital that the public health community addresses climate change- via @Climate4Health's Tabola #APHA2016 https://t.co/…,14443 +RT @AltHotSprings: Even Santa is at risk of climate change... https://t.co/y5X0eG6MA8,604691 +"The, 'world problem' of global warming is that people are sold there's global warming. #RedEye",56693 +"RT @s_colenbrander: Bankers can save the world from climate change - if only to protect share prices & asset values. + +~Roger Gifford, @SEBG…",397430 +RT @LisaBloom: We will be the only developed nation in the world led by a climate change denier. https://t.co/tR1DclGWEz,292158 +RT @ramanmann1974: Effects of rising temperatures from climate change would likely reduce #Rice yield by 10% by 2050. https://t.co/3jAhsabb…,263045 +RT @ShenazTreasury: Trump really doesn't want to face these 21 kids on climate change - Mashable https://t.co/mu6tMvYiZX,686702 +"RT @KamalaHarris: I stand with @JerryBrownGov in saying that California will not back down on climate change. +https://t.co/xP8Y6eSmyx",111969 +Trump’s election marks the end of any serious hope of limiting climate change to 2 degrees https://t.co/7o4t4C89I5 via @voxdotcom,575864 +RT @thinkprogress: What happens if the EPA is stripped of its power to fight climate change? https://t.co/NLqS5AvfiF https://t.co/PkpcJ23YKL,592714 +"Malcolm Turnbull must address the health risks of climate change, for the health & well-being of all Australians https://t.co/XOUbQY2Vkp",788130 +EPA chief doubts climate change science – Sky News Australia https://t.co/vLgrY0UzJu,283215 +"RT @ShiftingClimate: If who won World Series were climate change + +'Media bias!' +'Players given grant $!' +'Fake outcome sports scandal of c…",463455 +RT @lSABABE: goodnight to everyone except to those who don't believe in climate change,84395 +Look at the climate change data on NASAs website! @realDonaldTrump 22,111750 +"RT @nytclimate: Most Americans know climate change is happening, but then things get complicated. Climate opinion maps show splits: https:/…",930512 +RT JoyfullyECO 'Creating awareness is one of the biggest parts of preventing climate change #actonclimate #gogreen… https://t.co/cjtetBB9RO',582792 +"RT @MichelleRogCook: @SocDems I am so aware of your commitment - at climate change conf in Maynooth, @CathMurphyTD was ONLY TD in attendanc…",172215 +"RT @aravosis: Evolved? So you now don't believe in climate change or marriage, and you think Trump treats women well? https://t.co/Pic1Pael…",856082 +RT @XHNews: Will Merkel and Trump clash on climate change at the upcoming G20 summit? Follow us to find out!,788739 +RT @LIONMAGANEWS: BREAKING NEWS: After Trump cancelled global warming payment US has already saved 55 million. Do like his decision?…,509947 +"RT @YEARSofLIVING: 'Isn't it frustrating, the lack of political will in America to address [climate change]?' @iansomerhalder #YEARSproject…",407486 +"RT @BeastCaucasian: @LucasFoxNews @JLuke300 Cold War? More like luke-warm war am i right, ha global warming and what not ha",93916 +Study: Earth cooler now than when Al Gore won Nobel Peace Prize for global warming work https://t.co/7Ja2xmjfe4 https://t.co/4PYtgWBq6b,49777 +"We are all blaming the greenhouse effect gasses of provoking the global warming, when actually @pitbull is the main cause of this issue",794018 +RT @SenSanders: We have a president-elect who doesn't believe in climate change. Millions of people are going to have to say: Mr. T…,448173 +My salty ass is writing a 750 story on climate change rn and that shit is due tomorrow,461282 +#SNOB #Rigged #HillaryHealth #Debate #DNCLeak climate change is directly related to global terrorism https://t.co/6SoXS3kdim,44346 +"#Injecting sulfur dioxide into the atmosphere to counter global warming +#Hacker #News #Headline https://t.co/061tLkZA0X?",505510 +Pakistan ratifies Paris Agreement to fight global warming https://t.co/s4P1f16qvB,782839 +RT @Independent: Here's a new side effect of global warming that makes it even more terrifying than we thought…,104045 +RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,568580 +"RT @nature_org: 600 Conservancy scientists work around the world to address issues like climate change, clean water & resilient cit…",758553 +RT @NBCNews: John Kerry says he'll continue with global warming efforts until the day President Obama leaves office…,53400 +@CNN Guess what..... climate change is ALWAYS happening! I'll give you one guess as to what happens to the temperature between ice ages! ��,441214 +RT @Treaty_Alliance: Great example of what we mean when we say that climate change - and the #tarsands pipelines that fuel it - threaten…,953386 +"RT @BNONews: Fiji, most at risk from rising sea level, appeals to Trump to abandon his position that climate change is a 'hoax'…",143711 +RT @SteveSGoddard: Chicago is now officially a sanctuary city for global warming refugees. https://t.co/0zk2eATq69,120075 +"RT @MartinSchulz: You can withdraw from a climate agreement but not from climate change, Mr. Trump. Reality isn't just another statesman yo…",215972 +RT @SpaceWeather101: 'Energy Department climate office bans use of phrase ‘climate change’' https://t.co/JzIbIxx7O2 via @wattsupwiththat,439116 +@sjclt3 @washingtonpost The acceleration of climate change is the troubling part. Man is the likely factor. Promises to Noah by god are shit,186431 +TV media has failed our families in not talking about #climate change--a global threat. https://t.co/v38O9l9H6U @CleanAirMoms #debates2016,593449 +We are all breathing a sigh of relief. Can he put a word in with the Big Guy re climate change or maybe the looming fascism? #PopeFrancis,607278 +RT @NYTScience: White House budget proposal on climate change: 'We’re not spending money on that anymore.' https://t.co/3apxI63Gms,582945 +China will soon trump America: The country is now the global leader in climate change reform,922510 +Al Gore may be a scam but climate change is real. https://t.co/cpt27CS1lo,767792 +RT @voxdotcom: A new book ranks the top 100 solutions to climate change. The results are surprising: https://t.co/U6Zic2udiA https://t.co/l…,795952 +@RobertKennedyJr First require Utilities to pay Solar homeowners $0.49 Kwh for Solar to stop global warming.,944860 +"If you don't believe in climate change, how sure are you? How much are you willing to risk on that belief without any caution?",444063 +@amcp BBC News crid:499b9u ... to the shadow minister for energy and climate change. British gas say they were selling electricity ...,865922 +@cpyne it's no revelation coal contributes to climate change but ur party members bring it into parliament & have a laugh. #auspol,752668 +This is who is leading the world (and who is faltering) on climate change action in one map https://t.co/Etb4J2Ll24 …,977914 +"The US tangles with the world over climate change at G20 +https://t.co/yoApY9tJdx https://t.co/Iek0spqpwL",252208 +"RT @mattmfm: Trump doesn't believe in climate change, is taking health coverage from 24M people, and under FBI investigation, but sure, foc…",772954 +"@JuneGotDaJuice_ Jill stein Green Party she's the only one who cares about the environment, climate change and saving oil I don't believe",254837 +RT @PinkBelgium: Truth Hurts! - WATCH: Al Gore refuses to give direct answer when confronted over bogus 2006 claims on climate change https…,237616 +RT @WorldfNature: Trump's win is a deadly threat to stopping climate change. - Grist https://t.co/1t5Oza192g https://t.co/BxvfMVnrDy,371131 +RT @the_fbomb: Swedish politicians troll Trump administration while signing climate change law https://t.co/pc3QaLLZWw via @HuffPostWomen,343754 +Jack Kerwick - “Climate Change” and Fake Science https://t.co/a3QshK9Ky8 The name change from global warming to climate change is due to,449316 +RT @kamrananwar1973: Farmers know climate change bc they can see climate change. Literally. https://t.co/7ptooaBfsg,185570 +RT @floridaaquarium: How #sharks can help combat #climate change: https://t.co/8tzeJFYoKA https://t.co/k86cruhAUe,47008 +RT @nytimes: A British swimmer is enduring extreme cold waters to promote awareness of the threats of climate change https://t.co/fp00ZdAxIq,19133 +"RT @SierraRise: In 2009, the Trump family, including Donald, took out a @nytimes ad urging international action on climate change.…",375376 +RT @Jezebel: Michael Bloomberg is picking up the climate change slack & Trump is gonna be so mad https://t.co/c510q3z3oV https://t.co/uebDc…,578099 +"#worldnews: Climate talks: 'Save us' from global warming, US urged | https://t.co/siUxFtZXlQ https://t.co/67dDATewRF",763558 +"RT @michikokakutani: Harvey, the Storm Humans Helped Cause. How climate change aggravates heat waves, droughts & possibly Lyme disease. htt…",162367 +"RT @AnonyOps: Badass Badlands National Park Twitter account [@BadlandsNPS] in South Dakota goes rogue, tweets climate change info… ",690491 +"RT @DavidCornDC: Hey Florida, nice little Everglades you've got there. Thanks for voting for a climate change denier. See you in hurricane…",698617 +"RT @electricsheeple: When someone asks me to say the prayer, I just explain climate change in a steady, monotone voice like I memorized it…",620254 +"Retweeted CECHR (@CECHR_UoD): + +Morocco plants millions of trees along roads to fight climate change... https://t.co/CmEwgIBkBO",217118 +RT @JamilSmith: Trump isn't just 'destroying Obama's legacy' on climate change. He's doing the opposite of what most Americans want. https:…,232363 +A third of the world now faces deadly heatwaves as result of climate change https://t.co/fDpj3R4mna #Environment,816170 +"Over 31,000 scientists now recognize that there is no convincing scientific evidence of man-made global warming. #climate",449825 +RT @mitchellvii: Americans are even less worried about Russia than climate change.,672636 +RT @NotJoshEarnest: POTUS condemns the heinous attack in Istanbul. It's a stark reminder that we can't take climate change lightly.,179091 +"�� Memo to the Resistance 'We will Fight? Rampant inequality Costly healthcare Unjust immigration policies +Accelerating climate change + -",231038 +More fiddled global warming data: US has actually been cooling since the Thirties https://t.co/GhvCHV3BQH #tcot #teaparty #pjnet #nra #p2,291804 +".@Reuters Trump doesn't believe in global warming, CHINA is even telling him he's wrong",710495 +RT @nowthisnews: The head of the EPA doesn't think CO2 is the main cause of climate change https://t.co/TllH9Z2j01,553086 +"RT @RealMuckmaker: Badlands National Park goes rogue on Twitter, defies Donald Trump on DAPL and climate change https://t.co/80xLuyIZmx via…",323962 +#realDonaldTrump tornados. Tons of tornados. But no climate change or problems. #loser. #climatechange,581600 +"RT @edutopia: MT @NEAToday: 5 ways to teach about climate change in your classroom: +https://t.co/WGxb04TK0q. #earthscience https://t.co/bqC…",704427 +RT @AP_Politics: Energy Department rejects Trump's request for names of climate change staffers: https://t.co/kdFzOW5n3j https://t.co/FbsPW…,438734 +Wisconsin’s Department of Natural Resources site no longer says humans cause climate change https://t.co/wWoSob8j3o via @Verge,209379 +“Do you believe?” is the wrong question to ask public officials about climate change https://t.co/u3X6O106TL,415615 +The 'debate' Rick Perry wants to hold on human-caused global warming is total BS https://t.co/pOTxCMAjEA,284806 +RT @kurteichenwald: China is now explaining the history of climate change science/politics 2 underscore to Trump they didnt do a hoax. God…,310499 +"RT @thefoodrush: Ever heard of a climate change farm? Well now you have :) +https://t.co/PN8knCIeyw #climatechange #farming @OtterFarmUK @…",346116 +RT @barbarakorycki: ok moving past your bigoted social views.... how can you vote for someone who doesn't believe in climate change,771257 +"I love my dad, but trying to explain basic science concepts to him makes me see why some people don't believe in climate change",129670 +RT @CatherineForNV: I believe in science. I believe in climate change. Let's protect our precious resources including the air we breathe &…,532461 +RT @GillJeffery13: Lets look after our country for the future generations by taking climate change seriously #IAgreeWithTim #itvdebate,847765 +"RT @blowryontv: So @BillNye closed re: climate change with @Lawrence by saying, 'May the facts be with you.' As if he wasn't already in ner…",541807 +"RT @LeoDiCaprio: Want to stop climate change, @UWM? See #BeforeTheFlood at your University #BeforeYouVote. +https://t.co/ubMubJMbkv",151102 +Tornado swarms are on the rise — but don't blame climate change https://t.co/dRUsZWaW4r https://t.co/hWkBZEznCf,301061 +RT @johnupton: The White House is 'actively hostile to what local governments are trying to do” to adapt to global warming.…,920481 +"In the U.S., trees are on the move because of climate change - Mashable https://t.co/pKpOBdNk6S",223008 +climate change editor vice news: This position is the chief creative voice for our climate coverage… https://t.co/70omd8WnPQ #ClimateChange,804457 +@hannahwitton global warming messing with weather patterns,577544 +RT @stevebeasant: We must fight against climate change deniers like Trump and climate change ignorers like the Tories https://t.co/laQZgLEh…,724299 +RT @TomiLahren: Liberals DEMAND President Trump accept the climate change apocalypse is science. Ok. According to science we have 2 biologi…,615253 +See climate change is is the no1 danger in the world. https://t.co/LAY0pxFKyI,414925 +"RT @MikeBloomberg: Amid shifting political winds, cities are stepping up and making bold moves to fight climate change. https://t.co/StdNQp…",905949 +Study: Stopping global warming only way to save coral reefs https://t.co/TEITKtyWay,633508 +RT @CatchaRUSSpy: Also who needs ice breakers when you have global warming. https://t.co/GmrHDy4mLQ,270235 +It blows my mind that some people truly believe that climate change isn't real,560973 +"yeah fuck the wage gap, police brutality, gun violence, global warming, presidential scandals, etc, let's focus on… https://t.co/2TEbv7gHCP",337725 +Join LeoDiCaprio as he searches for answers on the issue of climate change. #BeforeTheFlood starts now! https://t.co/F9qQbLKpAa,307063 +"#PostCab Radebe now on climate change - he says it can be felt through inconsistent rainfall, drought & excessive heat & flash flooding.",248899 +RT @RachCrane: 97% of climate researchers say global warming is result of human activity. Climate change denialist Scott Pruitt named head…,693471 +RT @AnjaKolibri: Not enough to avoid extreme #climate change!!! Only 3 EU countries pursuing policies in line with Paris agreement: https:/…,32083 +Two billion people may become refugees from climate change by the end of the century https://t.co/1pOwv54AOs,581827 +It doesn't matter if Donald Trump still believes climate change is a hoax https://t.co/BNccabWrJz #Tech #Technology https://t.co/xE7AA7nW1q,447640 +RT @Salon: The Weather Channel debunks Breitbart’s bogus claim that global warming isn’t real https://t.co/wOBz3jCBQn,862171 +"RT @DrJillStein: Trump pretends not to believe in climate change, but he's buying a wall to protect his Ireland golf course from rising sea…",263238 +"RT @techmemsye1: People often ask for clear signs that global warming — sorry, sorry ... https://t.co/Nj0yg6RT6B https://t.co/rQWZ0d28Bd",177423 +"there's this thing called climate change, my friend. not entirely surprised you don't know about it though consider… https://t.co/7Yr7KkUbMs",556777 +Stephen Hawking has a message for Trump: Don't ignore climate change https://t.co/sDUbCVxbNL https://t.co/zMDwFMVdFa,814230 +"RT @RepStevenSmith: If you take $65,000,000 from countries that produce nothing but crude oil, you're not the 'climate change' candidat…",34166 +"@GuardianSustBiz @realDonaldTrump Jesus said, climate change would happen at His return to earth to save the Jews & the Nation of Israel",355856 +"RT @Zamiiiz: 'pft, climate change isn't real though, trump said so. fuck science' +#climatechange https://t.co/ciaa8FpYxn",961882 +"RT @eazyonme: @Toxic_Fem If I ever made a Paul Joseph Watson video, I'd proly focus on his depression and climate change stances.…",762704 +"CEOs donate to Repubs who reject climate change, somehow shocked, shocked when same party rejects climate change --> +https://t.co/ZCYMYWwAcK",602494 +How climate change helped Lyme disease invade America https://t.co/9fMLaNnTIV,34702 +"I will always stan Ben & Jerry's smh they got a whole section on their website talkin about race, lgbtq issues, climate change, n more",715552 +@SteveSGoddard agree. After a foot of hail last week here in Tennessee climate change hit again last night https://t.co/DP3vvC9lfF,355679 +"Budget calls cuts from State, USAID +Proposal would scrap climate change fund, refugee assistance https://t.co/iKQGBjsohL @NafeesaSyeed",854686 +"My grandson n I have a global warming bet that, even tho it'll be 70+ all next week, we'll still have one more freezing spell by mid April.",171389 +RT @RobGMacfarlane: For 'climate change' read 'intense weather events': on the Trump administration's insidious re-namings.…,820375 +"RT @SenSanders: LIVE NOW: Join me and @joshfoxfilm for a conversation on climate change, fracking and transforming our energy system +https:…",752605 +"RT @MissEllieMae: Exxon discovered climate change in 1981, covered it up, spent $30m+ on climate denial, then factored climate change… ",923279 +RT @RichardDawkins: It’s one thing to be a denier. But an Orwellian ban on the very WORDS “climate change” in official communications? http…,150302 +RT @GreenPartyUS: There is only one Presidential ticket taking the biggest threat to our planet - ðŸŒ climate change ðŸŒ - seriously:…,444048 +RT @JacobWhitesides: I think that's global warming not christmas https://t.co/VVAzjVXH6w,772347 +RT @LizHadly: Cities are on the front-line of climate change. They must adapt or die | World Economic Forum https://t.co/9o4X1Rc5Fo,707363 +I just joined @NatGeoChannel @21CF in combating climate change. Take action #BeforeTheFlood https://t.co/Sl95BTD4Km,43036 +RT @SenSanders: If we don't address climate change there'll be more conflict over limited resources. We must listen to scientists not fossi…,31741 +Ecological networks are more sensitive to plant than to animal extinction under climate change,902354 +@iansomerhalder The land unfortunately is rebelling all the exploitation for oil global warming we should all do something thanks,732442 +"Where climate change is threatening the health of Americans +https://t.co/ZozOFxNaLI",691266 +If global warming is real why is it only 3 the grease sell see us outside❓❓❓❓❓ checkmate libreals,115042 +RT @NYTNational: Trump has called climate change a hoax. Now he has the chance to destroy efforts to beat it. https://t.co/i9hdsPig9Y,522188 +RT @PopSci: How we know that climate change is happening—and that humans are causing it https://t.co/D8Tn3W1aG5 https://t.co/n5vmLFDpqu,815935 +@rd7612 climate change is real. Unemployment is not 36%. All regs are not bad.,621337 +"https://t.co/3VYW0sVhrL scrubs climate change, LGBTQ and more from official site moments after Trump took office. https://t.co/Ar2qKY7kuf",933944 +RT @Bruceneeds2know: The Abbott/Turnbull Govt's failure to deal with clean energy and climate change will have real practical consequenc…,545889 +"RT @joshjmac: Pope Francis gives @realDonaldTrump a copy of Laudato Si', his encyclical on the environment and climate change",639168 +RT @MRFCJ: On Human Rights Day listen to why climate change is a threat to human rights. #Standup4HumanRights https://t.co/6Uj0Cgoh5g via @…,655821 +Donald Trump signed an executive order aimed at undoing climate change regulations introduced by Barack Obama.... https://t.co/v8Q7bLHlGX,217577 +RT @AnthonyByrt: Former leader of Greens charged for protesting against oil exploration when NZ about to be barrelled by climate change eve…,988338 +RT @mitchellvii: Americans are even less worried about Russia than climate change.,310934 +RT @mikefarb1: Seas are rising due to climate change and the fisherman still deny it. Was Trump a Fisherman.? https://t.co/9FHFWN2VB4,384173 +RT @ApafarkasAgmand: Anthropogenic global warming has just reached the Saudi desert ... ;-) https://t.co/Js0MlVRYTg,850427 +Climate change: Fresh doubt over global warming 'pause' https://t.co/4rCwNE7gsK,614699 +"RT @nia4_trump: Aww how cute look future DREAMers, MS-13 kids from El Salvador. Poor kids, probably just victims of climate change.…",146362 +Health threats from climate change can be better managed with early warning & vulnerability mapping… https://t.co/eZfMto5VAJ,58112 +RT @adamnagourney: “I don’t think we’re going to have to put on hair shirt & eat bean sprouts.' Who said this on climate change? Yes. htt…,466658 +RT @DeSmogUK: Sanders rips Pruitt over climate change comments | @thehill https://t.co/KVSutWNsvm,798525 +RT @JulianBurnside: Try to watch Before The Flood on YouTube. Leonardo Di Caprio shows why we have to take climate change seriously: right…,569963 +Does Perry know what the DoE does? He also doesn't believe in climate change.... https://t.co/HtzhgfG2QS,434900 +"#IWantAmerica to focus on reducing income inequality, combating climate change and to invest in a green economy infrastructure revolution",51794 +RT @riotwomennn: AG Schneiderman: Trump's Tillerson used name “Wayne Tracker” to conceal ExxonMobil emails regarding climate change https…,373733 +RT @Wokieleaksalt: This is being completely misinterpreted. They were pointing out *other peoples'* climate change conspiracy theorie…,78426 +Gore warns of climate change risks at Atlanta conference - The Gazette: Eastern Iowa… https://t.co/DX1f3eXRvv,591624 +"@therealtrizzo 1 generation has plundered social security, created insurmountable debt and denied climate change...it's not the millennials",376278 +"RT @ChaseCarbon: foxnews: 'Merkel urges EU to control their own destiny, after Trump visit, climate change decision' https://t.co/jmAm93t5ou",881145 +RT @HuffPostPol: Tillerson used email alias at Exxon to talk climate change https://t.co/mWLPjX8dH6 https://t.co/whvDp1oHN6,423932 +"RT @PriceOnIt: “I’m looking for a solution to climate change. It needs to be big, and it needs to be now' -- @NikkiReed_I_Am… ",154517 +RT @CarbonBrief: 196 countries to Trump: UN must tackle climate change | @KarlMathiesen @ClimateHome https://t.co/WJnW28bIf6 #COP22 https:/…,809256 +RT @SenSanders: We have a president-elect who doesn't believe in climate change. Millions of people are going to have to say: Mr. T…,592760 +RT @MikeBloomberg: We can stop climate change by empowering citizens and cities to take action today—Climate of Hope shows how. https://t.c…,326267 +"RT @TheRichWilkins: 24. @BarackObama got deals done to normalize relations w/Cuba, a bi-lateral deal with China on climate change, the Pari…",557614 +The unsung hero in tackling climate change: girls' education https://t.co/hZt4QdRlRx #membernews from @Camfed https://t.co/v1lYK0Qfxq,657699 +RT @spincities: Spin is proud to stand with others fighting climate change & proud to help cities replace cars with bikes.…,792471 +"RT @CBCPEI: 'The sea is going to win': P.E.I. must prepare for climate change, says expert https://t.co/E13FpdgMBx #pei https://t.co/N8DDMy…",687325 +RT @RealKidPoker: To any/all millennials who care about climate change but didn't vote cause 'they both suck' I hope you understand what yo…,184414 +RT @WorldfNature: Growth vs the environment ... climate change a challenge for China's authoritarian system - South China Morning Pos…,160393 +RT @ImwiththeBern: #NO BlackSnake -- Simple ways to fight for climate change mitigation https://t.co/F8YTcT2IEI,846792 +@lucas_gus_ was playing Christmas music at 12:01 AM. Well jokes on you Lucas it's 73 out rn and global warming is coming before Christmas,615738 +RT @LindaPankewicz: @Reuters Scott Pruitt is an idiot when it comes to human caused global warming But then he want's to be. It's all abo…,988164 +RT @thehill: EPA shuts down program helping states adjust to climate change https://t.co/sVFWhW69mV https://t.co/ctOa9T3gui,487047 +@ChristiChat It's 20 global warming degrees right now! 😬,469101 +#ElectionNight #Florida can't afford 2vote 4 a man w/ such hate for its population & rabid denial of climate change https://t.co/9XuFi3Zis7,804088 +"RT @MarkDiStef: Yes really, Australia’s senate set aside one hour to debate “the disputed theory of global warming' https://t.co/71ryMJkDbX",981726 +RT @thehill: Rahm Emanuel posts climate change webpage deleted by Trump administration https://t.co/JchYL2Jyfy https://t.co/SUsiLOmFDV,661325 +"RT @stubutchart: One author of our paper received an emailed death threat from a climate change denier, can you believe it? https://t.co/ZH…",395935 +Western politicians have not and will not make any genuine effort to prevent climate change - nor will the majority of ordinary people.,404054 +"@busybuk Merkel maintains growth through financial crisis, jobs, huge real wage increases. Also fights climate change. = Doomed?",336290 +RT @TreeHugger: Children win right to sue US government on climate change inaction https://t.co/ov6p4rMw7r https://t.co/GmSRBSqYlC,458596 +RT @hhill3060: I can't believe I'll be living in a country where our president and vp don't believe in climate change but do believe in con…,721106 +RT @tveitdal: Exxon shareholders back 'historic' vote on climate requiring the company to assess the risks from climate change.…,837210 +"RT @StratgcSustCons: 24hrs of climate change warnings from @guardian - get the messages out there to push for real, long term action… ",370613 +RT @thehill: California governor named special advisor to UN climate change conference https://t.co/MnjjszmOfv https://t.co/0YKYrrQ0pG,123115 +RT @ScienceNews: CO₂ released from warming soils could make climate change even worse than thought. https://t.co/47ZqWnWlWa,306643 +RT @indcatholicnews: Holy See calls for 'intergenerational solidarity' to deal with climate change https://t.co/4GGaWQiNrG,666144 +"RT @politico: Energy Department climate office bans use of phrases: +- 'climate change' +- 'emissions reduction' +- 'Paris Agreement…",108718 +If you really care about preventing climate change you've gotta reduce your meat and dairy consumption first and foremost init,319332 +A remarkable man and his work on climate change is so impressive more people need to see it... https://t.co/JtpuX9QYFv,579193 +RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,358166 +RT @CNN: No snow where there should be. Bleached anemones. Cracks in the ice. This is what climate change looks like:…,141738 +"RT @NPR: Trump plans to cancel billions in payments to UN climate change programs & use money to fix America's water, environmental infrast…",260609 +"RT @immigrationcom: The idiots who rule us denying climate change || + House Contempt of Science Committee gets rolled https://t.co/vrVXLP83…",581967 +Weather Channel destroys Breitbart over BS climate change story ➡️ @c_m_dangelo https://t.co/lnop5R69A6 via @HuffPostScience,132595 +RT @SethMacFarlane: HRC proposes installing half a billion solar panels by the end of her first term. Trump thinks climate change is a hoax…,488092 +RT @jryancollins: A climate change stress test of the financial system https://t.co/y7J0MHYd1i,392202 +RT @qz: A scientist explains the very real struggle of talking to climate change deniers https://t.co/unhACDmRAe,315476 +"@BethBehrs That smile could make global warming find a cure for itself, saving all of mankind because you are just… https://t.co/nU6hVP9OYX",205530 +RT @climatehawk1: Here's how long we've known about #climate change https://t.co/c0RmkYokAV via @khayhoe @EcoWatch #ActOnClimate…,659291 +"Suddenly, global warming sounds like an inviting prospect. https://t.co/8mm8pCFDOB",436218 +"RT @heavymetalkop: I'm all for fight against climate change.And this is in no way a rant against trees. But in my opinion, planting tr…",90685 +"RT @GCSCS_RuG: Leonardo DiCaprio reveals the complexity of climate change, and emerging resource conflicts. Watch it, seriously: https://t.…",142415 +"RT @MarkHBurton: Good so far as it goes but despite 4 mentions of ecol. challenges, 3 of climate change, nothing on #Limits2Growth (1 +https…",24934 +RT @audubonsociety: Audubon volunteers are counting bluebirds and nuthatches to better understand climate change.…,409382 +Al Gore: #climate change threat leaves 'no time to despair' over Trump victory https://t.co/0cmJLqrZgi via @guardian,920431 +RT @WGNOtv: What vanishing bees tell us about climate change https://t.co/IpKwxgNrGk https://t.co/iu1jfIeaNr,796763 +RT @LadyWhiteWalker: The real motivation behind climate change deniers https://t.co/x0g1R3hP6V,845251 +"This is why Trump won't be the president who failed to stop climate change, just the one who made the collapse ugli… https://t.co/12qeuauk21",388243 +"RT @AmyMek: Russia today, tomorrow it can be fake news, next up global warming...This is getting really old! YOU LOST! GROW UP! 😂 #Sessions",604797 +@bbcquestiontime @CarolineLucas Also supports Abortion as it's good for fighting climate change . Less people = less waste.,152641 +RT @DrMaryanQasim: Yes @SagalBihi climate change will cause even more extreme weather. We need to come up with long term solution for…,248936 +"RT @GlblCtzn: Trump's EPA deleted climate change data, so the city of Chicago reposted all of it. https://t.co/0C80q9aqDl https://t.co/VWBx…",938144 +RT @nytimes: California is holding itself out as a model to other states — and to nations — on how to fight climate change https://t.co/9a9…,424611 +RT @akari_anschluss: You know what's the best thing about global warming? Sundresses https://t.co/wFEQ3cgjc6,329124 +"RT @Thomas1774Paine: Anti-Trump actor fights global warming, but won’t give up 14 homes and private jet https://t.co/g5MzLpH2g5",665784 +Is climate change real? Let's hope not... https://t.co/4xRWFPgj8k,640825 +"@kilovh We are an organization trying to combat climate change. +https://t.co/RA0LgtbpfL https://t.co/TL1asq4LJV",163428 +RT @IFLScience: Atmosphere scientist slams climate change deniers in brilliant viral post https://t.co/IcIM4vMPtp https://t.co/Is10X01C1j,556966 +"On climate change, Scott Pruitt causes an uproar - and contradicts the EPA’s own website https://t.co/Nk4AtAv7ha",462236 +RT @van_camping: Now there is LITERALLY no hope for making an advance on climate change and the environment so enjoy moving to Mars in 50 y…,940585 +"RT @KamalaHarris: I stand with @JerryBrownGov in saying that California will not back down on climate change. +https://t.co/xP8Y6eSmyx",836959 +"RT @BernieSanders: The stakes are enormously high. Literally, in terms of climate change, the future of the planet is at stake. https://t.c…",203375 +RT @girlhoodposts: im gonna just ignore the fact that the world is either about to end bc of climate change or nuclear war and focus … http…,254557 +"RT @MalinMobjork: Listen to @dansmith2020, @JohanSchaar and myself explaining why climate change matters for peace and security. https://t.…",980954 +Bloomberg urges world leaders not to follow Trump's lead on climate change #BellevueGazette #LatestNews https://t.co/BboPdC1Vea,24797 +"RT @LimesOfIndia: ISIS decides to go green to counter global warming, says will only kill people by knife and won't use bombs, grenad… ",281199 +Smart cities will be centers of excellence for sustainability and climate change achievements https://t.co/IGBPN1s6KW via @FSEP78,574766 +This coming from the guy who thinks climate change is a hoax invented by the Chinese. https://t.co/BQ4EtuBXNk,887404 +😅😆 DOE won't provide names of climate change staffers to #TRUMP https://t.co/juZcJAalAo,291525 +"RT @AstroKatie: In case you were wondering: no, 4 years of US-led inaction on climate change will not go well for the planet. Now is when i…",649648 +Rahm Emanuel revives deleted EPA climate change webpage https://t.co/mKsWOLvFEG https://t.co/5yZP9woio4,753473 +The yall president don't believe in global warming and he still hasn't done shit but cause havoc since he's been in… https://t.co/N82AgWnEAR,305074 +Insurers count cost of Harvey and growing risk from climate change https://t.co/rMrLJmZfqI,328063 +"RT @manofmanychins: @80smetalplayer @TrustyGordon Yep, and using 'the fight against climate change' to redistribute western wealth to the n…",567452 +RT @GoddessEm_: so y'all ready to admit global warming is an issue? winter really lasted like a week,195871 +"RT @Total_CardsMove: 'It's so warm outside because of climate change.' + +HA don't be naive. We all know it's because the Cubs are in the WS…",540520 +"RT @UN_PGA: It's official: #ParisAgreement on climate change enters into force 4 Nov. 10 countries + European Union join, see:…",875626 +RT @TPM: Democratic state attorneys general warn Trump faces litigation if he scraps climate change plan…,672918 +RT @kurteichenwald: China is now explaining the history of climate change science/politics 2 underscore to Trump they didnt do a hoax. God…,17142 +"RT @sadposting: If global warming isn't real then explain why Club Penguin is being shut down + +Checkmate",644643 +RT @JinkxMonsoon: 1.) climate change is real. 2.) trans people are people (who deserve the same rights as anyone else.) - 3.) the world is…,558196 +Tell the people in london to calm down..climate change is a bigger threat.. nothing more to see here,718420 +How to immunise yourself against fake news on #climate change: International Business Times https://t.co/QS3FTP0IS6 #environment,941514 +This week's New Scientist focuses on climate change and being on the brink of change. Read more on: https://t.co/vYPiVPi1aa,142228 +RT @EcoInternet3: City initiatives are key in #climate change battle: Financial Times https://t.co/rxJ5WT64rS #environment More: https://t.…,114046 +"@CassandraRules That is funny, unicorn promoting climate change.",201727 +Some good guidance from @AGU_Eos on talking about climate change https://t.co/BwJSQfAIP0 #scicomm,432369 +"RT @MRodOfficial: I'm so tired of the climate change argument, in the end it doesn't hurt anyone to thrive for a cleaner environment, it's…",387738 +"RT @ahlahni: person: 'omg the great barrier reef & bees tho! climate change needs to be stopped!' + +same person: *still eats meat* https://t…",199691 +RT @RVAwonk: This is one of many reports documenting how climate change is creating the conditions for terrorism to thrive.…,180304 +"RT @librarian_nkem: For Africa to survive the impending drought occasioned by rise in population & global warming, we must learn to conserv…",673181 +@JohnFromCranber @ByronYork @MZHemingway @FDRLST Trump has secret island where he is making climate change accelerator!,146042 +"@Restoration 2/2 I hope you'll consider buying a copy. Two chapters explore climate change science objectively, you may like it! Best, Matt",558321 +RT @Slate: Bret Stephens’ first New York Times column is classic climate change denialism: https://t.co/u6rX7WcoBp https://t.co/4VyfISJd9m,486158 +#RRN https://t.co/Vy7M0kDUHd /u/AFineDayForScience describes a great way to change the rhetoric in America regarding climate change denial…,656852 +"@ryan_kantor @QuackingTiger Pft. I'll admit climate change is real before I believe this garbage! Am I right, guys?",746973 +"On climate change, Scott Pruitt causes an uproar — and contradicts the EPA’s own website USELESS ! https://t.co/bxFup0qkqf",443873 +@gtiso Perhaps it is intended to represent what all of Wellington will look like soon given her Party's attitude to climate change.,946854 +Al Franken shutting down Rick Perry over climate change is everything & more. https://t.co/kRQ6VcwTCD,206666 +"Animals I eat that i hate so im cool with eating them: +Cows (bad for ozone layer, global warming, desertification) +Pigs (invasive species)",329798 +RT @CivilJustUs: How do they expect us to care about global warming with all this penguin on penguin crime?? https://t.co/HypysWHvVV,494754 +RT @scifri: Subjects were inoculated against anti-climate change rhetoric if they were warned that the information could be politically mot…,964787 +ã€ShanghaiDaily】 UN warns of global warming tragedy https://t.co/ObRP6qh3eq,992585 +70's in November? I officially believe in global warming,626550 +RT @Fusion: America is about to become the only country in the world with a leader who doesn’t think global warming is real.…,338140 +"RT @FoEScot: New poll -> More Scots want stronger action to tackle climate change https://t.co/iMaegp651r + +Now's your chance: https://t.co/…",86710 +"RT @NatGeo: Forest loss not only harms wildlife, it’s 'one of the biggest contributors to climate change.' https://t.co/bLTRy45F33",880166 +Exercises to contain climate change will become futile. https://t.co/1GB0qZMvzD,461185 +"No, climate change is NOT a ‘natural cycle.’ +10 ways we can tell humans are affecting it: https://t.co/VXlRfpyi7u",840127 +"RT @JonRiley7: Not only is Trump not fighting climate change, he's banning agencies from even preparing for climate disasters. ��…",909823 +RT @evelyman: The kids suing the government over climate change are our best hope now: https://t.co/JnHNbZAscF via @slate,347835 +RT @maura_healey: We are prepared to act on Trump EPA on climate change. We will fight any efforts to undo or repeal needed regulation. #AG…,41851 +Environment drives genetics in 'Evolution Canyon'; discovery sheds light on climate change https://t.co/aVMOFoDwy4… [1/2],429019 +RT @josefgoldilock: PSA: Our president has ordered the EPA to delete their climate change page. The President is ordering facts to be delet…,822696 +rl feels like global warming llz,398282 +"@TexCIS Well see, proof positive of - global warming...err...climate change...err...global climate disruption. ;) Stay safe and warm.",939362 +RT @orlandosentinel: Tillerson in focus as Exxon climate change investigation intensifies https://t.co/VvmzwuqLqt https://t.co/Vlepns9dPb,44160 +RT @NatGeoChannel: One of the easiest ways to help combat climate change in your daily life is to stop eating beef. Here's why:…,193712 +RT @Greenpeace: You're never too young to change the world. This 9-year-old is suing her government for inaction on climate change…,628281 +The new Captain Planet? Bill Gates starts $1B fund on climate change https://t.co/KbPk0qRcxJ via @usatoday,489292 +The conversations we’re having about climate change are more important than ever. https://t.co/MLbMRtApuo #ClimateChange,616565 +RT @latimes: Kerry tells climate conference that the U.S. will fight global warming — with Trump or without…,347410 +@ScottWalker Polluting that air again ... still denying climate change ?? https://t.co/N4kgvq4aUJ,17963 +RT @mariannethieme: BanKiMoon:'massive waves of migration will come if we dont tackle climate change asap. We have no right to gamble with…,76228 +Harry is introducing someone to the dangers of global warming every single day,601837 +"climate change... what climate change. smh Colombia: 193 dead after rivers overflow, toppling homes - ABC News https://t.co/XLcnZsqnbp",569634 +RT @Masao_Sakuraba: 'What a powerful theory ... climate change can be averted by just increasing your taxes.' https://t.co/V2j9UIeT1n,57381 +RT @dmedialab: Scale and urgency of climate change must be better communicated - Lor... https://t.co/mRauyGIlnX via @risj_oxford https://t.…,120440 +RT @climatehawk1: Extreme weather flooding U.S. Midwest looks a lot like #climate change | @InsideClimate https://t.co/hm1FxpsCBd…,34596 +"British kids ‘most afraid of Trump and climate change’, GMB hears https://t.co/DJiXv86UFi ^MetroUK https://t.co/iC5UKeh0Sb",28256 +"Check out the new documentary at @NatGeo's youtube channel: Before the Flood. On climate change, with @LeoDiCaprio https://t.co/2SailYFiy4",499154 +"France, U.N. tell Trump action on climate change unstoppable https://t.co/D6Kwp6IZaC",352917 +RT @RVAwonk: Trump's inaction on climate change will worsen VAW. And the global gag rule will prevent victims from getting help. https://t.…,642374 +RT @NatGeo: We are really only beginning to understand many of the potential disease implications from climate change https://t.co/VOiRduE3…,597069 +"RT @maggieNYT: 'I think there is some connectivity' between humans and climate change, Trump says.",830957 +THE HILL: EPA flooded with phone calls after EPA head denies CO2 role in climate change: report … https://t.co/9ZgBJGlhks,317312 +RT @nzherald: US government bans use of term 'climate change' https://t.co/vn47N9T1jP,827075 +RT @Wil_Anderson: And I am guessing Gen Y are done with your 'racism' 'homophobia' 'climate change denial' and 'owning a home' https://t.co…,588394 +RT @sierraclub: Trump denies climate change. @HillaryClinton has a serious plan to fight it. RT if you're a #ClimateVoter! https://t.co/Bid…,706639 +3 signs that the world is already fighting back against climate change https://t.co/11NchSs4Wv via @wef,182537 +"So here's my advice to Dems: climate change goes to the bottom of the agenda, or at the very least is done in consultation w/others. 13/",16854 +"RT @stubutchart: Most ecological processes in terrestrial, freshwater & marine ecosystems now show responses to climate change…",443398 +RT @SenSanders: We have a president-elect who doesn't believe in climate change. Millions of people are going to have to say: Mr. T…,434602 +Trump transition team seeks DOE climate change advocates’ names https://t.co/Mjk90tfhnY,554528 +RT @relientkenny: 'your husband is killing us all because he thinks climate change is fake news' https://t.co/iTlWQ9uCA3,30214 +"RT @mahootna2: Libs lie. They lied about the wind, about coal, the NBN, Medicare, TAFE, climate change, Centrelink, the carbon price and mo…",171137 +"RT @PrisonPlanet: Leo: Hangs out with oil billionaires, flies private dozens of times a year. + +Lectures Trump about 'climate change'. + +http…",875060 +RT @CNTraveler: 11 places you need to visit before they are lost to climate change https://t.co/TJ0L0LiOLH https://t.co/tJGtF2JYSW,961114 +"RT @CraigRozniecki: 'EPA head Scott Pruitt says carbon dioxide is not 'primary contributor' to global warming' + +Ruling: False +https://t.co/…",246680 +"RT @ossoff: If we walk away from our #ParisAgreement commitments to reduce carbon emissions & help fight climate change, histor…",244205 +RT @DrJamesMercer: We are the 1st generation to feel the impact of climate change and the last generation that can do something about it. #…,552594 +"RT @GPN14: #EPA #Poll +Do you think that carbon dioxide is a significant contributor to global warming (if there is global warming)?",726305 +"If climate change really is a conspiracy created by 'the Chinese,' China just fucked up Houston and we've got a war on our hands.",354750 +Change climate change - Sign the Petition! https://t.co/WwvL2YVg9e via @Change,71830 +RT @_courtneigh_: If 60 degrees in the middle of winter in Louisville isn't enough to make people accept global warming as a real issue idk…,345645 +Kayleigh. You support and defend a man who thinks climate change is a hoax created by China. This is hypocrisy at i… https://t.co/3sdJPtaSlD,212044 +"RT @UN: Addressing climate change is up to all of us. +On #SustainableSunday & everyday be part of the solution:…",200267 +NRE 199 class working on posters for group projects on various climate change topics. https://t.co/yUMKaQ1Ol9,942846 +China drills Tibet glaciers for climate change study https://t.co/dv6qz2iHPq via @Orange News9 : Latest News,174493 +Google:A new wave of state bills could allow public schools to teach lies about climate change - VICE News https://t.co/lUlaBanpLI,333002 +RT @frankieboyle: Let's look on the bright side. Maybe climate change will kill off humanity before a Global Fascist government can start t…,146187 +Tillerson led Exxon’s shift on climate change; some say ‘it was all PR’ https://t.co/M9cpMdtzkX,793908 +"RT @cathmckenna: Can't figure out if most #CPCLdr candidates don't believe in climate change or think if we do nothing, it will magically g…",496143 +"RT @NickKristof: My column & video look at a crisis linked to climate change: As Trump Denies Climate Change, These Kids Die of It.… ",966647 +"Tackling climate change will boost economic growth, OECD says https://t.co/p0sIYbiuyX",323 +"RT @meljomur: While Theresa May is selling more weapons to the Saudis, here's our FM dealing w/climate change. https://t.co/ahO9SUuzUp",803875 +"RT @1followernodad: parent: I'd do anything for my children! + +Scientist: here's how to stave off climate change so your children can stay o…",402047 +Mr. Ridley's scientific contributions (including being a climate change skeptic) have been questioned by many scien… https://t.co/kCBttMnJtR,534219 +"RT @BillNye: 'They' don't want you to be concerned about climate change, but @djkhaled & I want you to be. Major ��/ Major �� https://t.co/gK…",703000 +"Mike Pompeo, Trump's CIA pick, evades questions about climate change and global instability https://t.co/TPzl33TqrV https://t.co/BHYxZFpNBs",671584 +"RT @SolarScotland: Scientists issue ‘apocalyptic’ warning about climate change + +https://t.co/5c5pzM1bSx +#climatechange #renewableenergy htt…",559320 +"National Geographic asked photographers to show the impact of climate change, here’s what they shot https://t.co/CAue5T1L6W",188050 +RT @FeelTheBern11: RT SenSanders: President Trump: Stop acting like climate change is a hoax and taking our country back decades by gutting…,887516 +"RT @kelkulus: Irony: Florida, a state in danger of being washed away due to rising sea levels, just elected a guy who denies climate change…",645866 +RT @Slate: China very kindly explains to Trump that it didn’t invent climate change as a hoax: https://t.co/wqQuPCgbeH https://t.co/2bFJ4wL…,466328 +RT @SethMacFarlane: HRC proposes installing half a billion solar panels by the end of her first term. Trump thinks climate change is a hoax…,415728 +".@TAudubon next up: Westway oil terminal, climate change, 2017 priorities, creek restoration, listing endangered species",503003 +Palm oil kills thousands of animals & is disastrous for climate change.I hope the outraged #vegans & #veges are as… https://t.co/J6DKlUqWJC,298164 +"RT @adamkokesh: It's June. It's Arizona. It's hot. It's not proof of global warming! (When you push stupid crap like that, it shows how wea…",633000 +"RT @heyjudeinbris: scaring Aussies half to death about terrorism while ignoring climate change, the biggest threat to everyone on earth +#Au…",512067 +RT @vicenews: Bill Gates and other billionaires are launching a climate change fund because Earth needs an 'energy miracle'…,235641 +Scott Pruit is a coward who would rather hide behind the forged 'uncertainty' of climate change than tackle it head on,343381 +"RT @BillMoyersHQ: Al Franken might be the best tool Ds have to fight climate change deniers in DC these days, writes Joe Romm https://t.co/…",733240 +RT @openculture: California will bypass Trump & work directly w/ other nations on climate change. https://t.co/2ddgR5JCGI #jerrybrownismypr…,136832 +@ficci_india @moefcc Mr Ranjan speech has given an envision assurance for us that India will contribute well on climate change,389026 +@d2ton what was global warming years ago? A conspiracy. What is it now? Real life.,852347 +"@NASA not to be dense (pardon the pun), is this something new, and if so, is it related to climate change?",25002 +"RT @NatGeoChannel: Watch #BeforeTheFlood right here, as @LeoDiCaprio travels the world to tackle climate change https://t.co/LkDehj3tNn htt…",294027 +Spicer dodges question on whether Trump still believes climate change is a hoax https://t.co/YuRjertjyl,648266 +Makes a free movie to raise awareness about climate change https://t.co/yv8GQi36UK #9GAG,810469 +"RT @JonathanFPRose: Those who deny climate change also deny us the benefit of better paying jobs, healthier lives, and independence from g…",224435 +RT @TheBaxterBean: REMINDER: Republican Party (now controlling 3 branches of fed govt) is the only climate change-denying political pa…,952397 +RT @jmaehre: @semisexuaI @megswizzle This is similar to 'if there's ice in my drink how can global warming be real?',12004 +@Andoryuu_C effects on human health. It's also important to mention animal agriculture is the leading contributor to climate change.,185013 +RT @painhub: im gonna just ignore the fact that the world is either about to end bc of climate change or nuclear war and focus o…,486832 +RT @robmanuel: For anyone worried about their A-level results remember that it's too late to stop climate change & most of you will die fig…,86045 +RT @DrStillJein: This New Year terror attack in #Istanbul has nothing to do with Islam and everything to do with climate change. #Turkey #i…,133514 +If you think global warming isn't real you a dumb ass bitch lmao,799864 +RT @WRIClimate: Mayors and Governors many in states that supported Trump determined to continue #climate change policies and plans https://…,781356 +RT @SethMacFarlane: HRC proposes installing half a billion solar panels by the end of her first term. Trump thinks climate change is a hoax…,866735 +"RT @SafetyPinDaily: Trump's plans to cut climate change protections are worse than feared, leaked documents show | Via @independent +https:…",788791 +But not on climate change.... yeah https://t.co/o2F0ejHsix,907298 +@WasserL @kylegriffin1 Really so him saying that global warming is the greatest threat we face wasn't truth? Please… https://t.co/WFrKUWHEiV,930620 +RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,580848 +RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,438124 +"So, Pruitt denies climate change. Does our planet have to be destroyed on the ignorance of this fossil fuel idolator?",400009 +What a joke! Yep that's right a joke. First climate change now they're going after our Natural Treasures by opening… https://t.co/THqBWBhqKT,956741 +@Antena67 @Holly4humanity @FeistyPrincess4 A Trump tornado on 11/8 destroyed deplorable candidate Clinton. That's serious climate change!,748695 +"RT @WernerTwertzog: Toxic masculinity, as we all know, is the leading cause of climate change.",831576 +"China says #DonaldTrump is the hoax, not climate change. https://t.co/9nkwjrE8Xb",683218 +RT @SenBobCasey: The time is now. We must act on climate change. #ActOnClimate #ClimateMarch https://t.co/ja3I2GVoN9,531715 +Unprecedented Antarctic expedition maps sea ice to solve climate change mystery https://t.co/7aOE3rea7c via @physorg_com,555874 +For anyone teaching about climate change and the environment! https://t.co/qITQFuHTxz,672398 +Why don’t Christian conservatives worry about climate change? God. https://t.co/6WYqchTThU https://t.co/fRIXr7YUKS,293081 +"RT @KatiePavlich: They preach to us about open borders, gun control and climate change while living in gated communities with armed g… ",506419 +CBSNews: New federal climate report shows impacts of climate change are far more grave than the White House lets o… https://t.co/L3QSkNsaMN,776853 +@NilVeritas @nopepenocry @ramzpaul @RichardBSpencer lol socialism has already done more harm to humanity than climate change will ever do.,857439 +"RT @ddlovato: #IVotedBecause I believe in equality, we need comprehensive immigration reform, I am pro-choice and global warming IS real. #…",860763 +RT @RawStory: ‘Is that a hard question?’: Megyn Kelly badgers Trump spokesman for hedging on climate change stance…,169809 +RT @KenDiesel: I notice the same people telling us that manmade climate change is a fact are also telling us men can be women. #StepsToReve…,410150 +"RT @ShoebridgeC: Interesting article: how global warming risks release of pathogens that in some cases dormant for thousands of years +https…",776743 +RT @theonlyadult: The people of Florida elected a guy who think climate change is a Chinese hoax. I'll sit here laughing when they dr…,830459 +RT @LibyaLiberty: Empowered Muslim females AND climate change awareness? This headline would make Trump's head explode. https://t.co/6xWXPQ…,612043 +Isn't the record high in NYC for this date 68 degrees set in 1876? Was global warming driving that too? https://t.co/8zxrYN3qdk,247011 +RT @habibisilvia: Whales are doing a better job of fighting climate change than humans are https://t.co/AtIg98xnMG by #djoycici via…,404518 +they say what inspired ya i said global warming,997644 +RT @NewScienceWrld: Here’s (another) study that will give you global warming nightmares https://t.co/tFt5kQcDks https://t.co/YVZJEp9PJc,111741 +"RT @business: Stopping global warming could make the world $19 trillion richer, report says https://t.co/uNtwhg76rs https://t.co/wqhs0UWi3I",921727 +"RT @ddlovato: #IVotedBecause I believe in equality, we need comprehensive immigration reform, I am pro-choice and global warming IS real. #…",921922 +"RT @AnjaKolibri: Toxic slime, bloodsuckers, 'code brown' & company: 8 disgusting side effects of #climate change: https://t.co/5hVhtZeCAQ v…",349946 +"For the first time on record, human-caused climate change has rerouted an entire river by @azeem https://t.co/A8YrbUTkox",632649 +RT @SethMacFarlane: HRC proposes installing half a billion solar panels by the end of her first term. Trump thinks climate change is a hoax…,10315 +RT @MeganNeuringer: if u think pizzagate is real but climate change is fake you truly are a dumb dildo,448017 +You guys global warming is reallll ������������������ just yeasterday it was 100 degrees outside,561814 +"RT @Arauz2012: Hey, maybe this is why the Obama admin can't find any 'scientists' who disagree with them on global warming https://t.co/XGr…",88851 +@TIME Trump must be #DeSelected as POTUS-elect. Disavowing climate change is committing crime against humanity. https://t.co/2ojo7dXVa2.,317861 +RT @market_forces: Legal liability - the jolt super funds need to take climate change seriously #ActOnClimate https://t.co/zee6gkmHzg,419424 +RT @val_hudson: No but plenty of time to give a voice to climate change denier Nigel Lawson #R4today https://t.co/UboabyNpsj,185650 +"In the midst of Trump's chaos, don't forget climate change as scientists marvel at extreme Arctic warmth +https://t.co/D8t1bae55o",931895 +RT @ObsoleteDogma: That’s one way to make climate change go away https://t.co/sNoz3PJn7Q,893553 +"RT @ESPMasonU: Boosting global access to water is critical, with climate change bringing decreased rainfall, rising temperatures. https://t…",159886 +https://t.co/umvOqAWVw3 The real facts on climate change! MUST WATCH,48509 +"@condokay yep and it's going to get worse , I think it's this global warming & apprently the sea is getting hotter to",697646 +"RT @MaryCreaghMP: This article, published in a New Zealand newspaper in 1912, was one of the first warnings about climate change… ",260134 +RT @onherperiod: Only in America do we accept weather predictions from a groundhog yet refuse to believe in climate change from scientists,958366 +"Exxon knew of climate change in 1981, email says – but it funded deniers for 27 more years https://t.co/8SlvD7tGse",497671 +Or maybe it is just that the global warming nuts are being given a sign. Enlist with us at https://t.co/oSPeY48nOh.… https://t.co/mYYAHV6vj6,890683 +"Bye unions, bye new federal minimum wage of 12-15$ an hour, bye climate change, bye gay rights, bye Roe vs Wade, bye free college.",219061 +UN chief urges action on climate change as Trump debates https://t.co/k9TUHrlauf,50736 +"RT @LOLGOP: Except if it involves climate change, trans kids, adding sweet notes of coal ash to river water or anything that do…",742031 +"RT @India_Resists: End of debate. #Demonetisation was actually for tackling climate change. + +#ObjectiveOfDemonetisation",431195 +"We are winning the battle against #climate change, #fossilfuels . + +Join us. https://t.co/8BuTrwyzTE",159717 +RT @kimmelman: My series for @nytimes on climate change and global cities kicks off with Mexico City today. https://t.co/L3kpEbGTLg,641424 +RT @business: Donald Trump's win deals a blow to the global fight against climate change https://t.co/DJKduvISTR https://t.co/e6tusL6QNT,423512 +RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,229137 +"RT @FlaDems: In South Florida, climate change isn't an abstract issue, and definitely not a 'hoax,' despite what Trump believes…",798844 +"RT @pablorodas: Energydesk: Without the Congo Basin rainforest, efforts to tackle climate change are dead in the water … https://t.co/aiBLD…",693406 +RT @EnvDefenseFund: Red states are acting on climate change -- without calling it climate change. https://t.co/vg2MhhRaJd,371036 +@ja_herron most likely. I've yet to see a movie or play about climate change that doesn't want to make me pull my eyeballs out,211835 +"(Snows in September) REPUBLICAN: lol global warming am I right? +(60 in February) DEMOCRAT: anyone wanna fist fight bout thermometers bihtc",757133 +How climate change could make air travel even more unpleasant https://t.co/rAFnUfxhyo,937342 +Zika’s link to climate change https://t.co/EiGGMWXl3D,977747 +RT @TimWeisAB: Canada not ready for climate change: University of Waterloo report https://t.co/lHK1y5sWIz,333823 +RT @samisglam: @ghostmanonfirst more people will be starving and dying if we don't pay attention to climate change & the many problems it c…,669775 +Experts fear “silent springs” as songbirds can’t keep up with climate change. https://t.co/ZVahfAfHJY,260295 +RT @BCAppelbaum: Why are people pretending Trump's views about climate change are some kind of mystery? He's answered the question p…,677043 +@princegender Plz I remember back in high school I didn't deny climate change bc I understand how facts worked but… https://t.co/ypiGTmu0jn,477036 +RT @NYTNational: Trump has called climate change a hoax. Now he has the chance to destroy efforts to beat it. https://t.co/i9hdsPig9Y,194820 +"RT @R_opeoluwa: @DebsExtra climate change ni , Nottin more",833593 +RT @politico: The Weather Channel calls out Breitbart for climate change skepticism https://t.co/EMHfB16IDv https://t.co/lksMqakEd6,737103 +Err:501,838487 +RT @treubold: The connection between meat and climate change. Great visual explainer by @CivilEats https://t.co/DnwJRtvmtI,14362 +"RT @amiraminiMD: So much for his Al Gore meeting on climate change. +So much for his interest in'crystal clear' air & water. +So much for Ame…",433532 +RT @CreeClayton: Teachers urge $175 billion pension fund 2 flex muscle on climate change https://t.co/mfV33X8w4M via @NatObserver #Keepit…,375715 +"RT @waglenikhil: India diverts Rs 56,700 crore from the fight against climate change to Goods and Service Tax regime https://t.co/wQ5JOkxJG…",274541 +RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,115978 +RT @CCLsaltlake: .@SLTrib Op-ed by @DSFolland: Students take lead on #climate change because they face the consequences... https://t.co/PfR…,905000 +RT @TODAYshow: Melting glaciers are causing real damage in Florida. Is climate change the culprit? https://t.co/gORGQM2sNi https://t.co/nE7…,343053 +apart from their beauty and entitlement to life birds are a terrific barometer to climate change. they enrich our l… https://t.co/Ui44jAcda8,168437 +RT @dmeron: Finding ways to handle climate change: Israeli scientists create heat resistant fruit trees https://t.co/vT22rbYp9w,794305 +...what? The head of the EPA knows less about global warming than a highm https://t.co/XPLUKM44YK,149132 +For anyone who thinks global warming isn't real: weather does not equal climate you g'damn moron,255482 +RT @yungbarbrab: How can you ignore the signs? 'There is no scientific proof of climate change' we have a blind president https://t.co/fmyJ…,786652 +"RT @maximumleader: @JoanOfArgghh It doesn't just fight climate change, it fights so many other social ills! (Has anyone seen Logan's R…",18795 +Mapped: The climate change conversation on Twitter https://t.co/RerRDSLL90,261144 +"RT @vondanmcintyre: If we have four years of dismantling climate change research, doing nothing, adding more greenhouse gases, maybe our wo…",2575 +RT @350: 'We are now in truly uncharted territory” @wmo reports on how record-breaking climate change is pushing the planet…,477704 +"History will show @realDonaldTrump was most influential person to ignore threats presented by climate change, and was responsible for crisis",645226 +RT @WorldfNature: Warren Buffett faces down climate change in weekend votes - Washington Examiner https://t.co/cgXhiiCvvS https://t.co/loC6…,613988 +One of the most troubling ideas about climate change just found new evidence in its favor https://t.co/KnyZRU4p0b,141972 +RT @washingtonpost: Here are pictures of John Kerry in Antarctica to remind you global warming is still happening…,863542 +RT @guardian: Global 'March for Science' protests call for action on climate change https://t.co/Q3GNVsD4nz,922667 +RT @NYTNational: Trump has called climate change a hoax. Now he has the chance to destroy efforts to beat it. https://t.co/i9hdsPig9Y,419431 +@creekbear One whose highest point is about 10 feet higher than high tide. Because climate change is a hoax.,960388 +BBC World News: Badlands on Twitter: US park climate change tweets deleted https://t.co/yYrHMolsBZ,853322 +RT @Zorro1223: #EarthDay Because global warming bears can't find there food on solid ice. https://t.co/4d5GxUeVkd,622813 +@joanbehnke unfortunately there is plenty of evidence that global warming is real & that we aren't doing enough about it,785330 +RT @SenSanders: We have a president-elect who doesn’t believe in climate change. That’s frightening for this country and the world.,810188 +"RT @callout4: Countless scientists, decades of research. And @realDonaldTrump says 'nobody really knows' if climate change real https://t.c…",53815 +gago climate change 😂,818404 +"RT @CBSNews: Rex Tillerson grilled on ExxonMobil conflicts, Russia sanctions and climate change at Senate confirmation hearing:… ",747464 +"RT @LastWeekTonight: If you don’t believe man-made global warming is a a silly issue, give to the Natural Resources Defense Council (https:…",754308 +RT @SoReIatable: if global warming isn't real why did club penguin shut down,128943 +RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,996229 +I just joined @NatGeoChannel @21CF in combating climate change. Take action #BeforeTheFlood https://t.co/UsYkte8nKU,964585 +RT @DLCNGOUN: Main theme for #COP22 should be how #agriculture and budgets can be mainstreamed to migate climate change&encourage developme…,959469 +"RT @woolleytextiles: Can't believe how some American's, including @realDonaldTrump don't even believe climate change is a thing! Everyon…",354761 +Al Gore’s ‘Inconvenient Sequel’ brings climate change debate into the Trump era https://t.co/rBFlm7UaXL via @usatoday,102989 +RT @pauljac94662323: What effect will climate change mean for hop production in the Yakima valley #climateontap,67926 +RT @c40cities: 'Reneging on the #ParisAgreement is shortsighted and does not make climate change any less real.' - @ChicagosMayor…,122021 +RT @insideclimate: Gov. Jerry Brown warns Trump that California won't back down on climate change https://t.co/CO0p9PU3Fd,549342 +"RT @Newsweek: Former astronaut Scott Kelly tweets about earth, climate change as Trump pulls out of the Paris accord…",446441 +EPA head Scott Pruitt denies that carbon dioxide causes global warming https://t.co/z37Nk9Cb1g,196355 +"RT @ForeignAffairs: Paris will survive, but Washington’s failure to lead on climate change will hurt the United States and the world. https…",589487 +RT @theAGU: AGU's President responds to EPA administrator's statements on climate change: https://t.co/Ch3Kh9P2nZ,70611 +RT @taylorgiavasis: Do you guys actually care about climate change or are just mad Donald trump doesn't believe it's real,683684 +RT @mmurraypolitics: Reminder from April 2017 NBC/WSJ poll: A combined 67% of Americans back action to combat climate change https://t.co/2…,978725 +This climate change is no joke and us millennials will experience a future financial crisis.,13287 +"RT @factcheckdotorg: Have a question about GMOs, climate change or other public policy issues?Ask SciCheck, our latest feature: https://t.c…",809747 +"Like, the entire conservative argument against dealing with climate change is 'but God'.",838185 +World leaders duped by manipulated global warming data https://t.co/KJfYCyP6q3 via @MailOnline,647188 +Humans don't cause climate change... but the cows. It was always the cows. #cowfarts,616174 +RT @samsteinhp: FWIW. we have probably lost the battle against climate change tonight,754798 +RT @NYUWashingtonDC: 'The solutions for climate change are the solutions for social issues' @maxthabiso with @PPrettitore @WorldBank…,620739 +"@wfaachannel8 @David_in_Dallas this global warming sure is getting out of control, the celebrities, the pope, and obama are right, it's hot",644772 +"Bill Nye on climate change, his new film, and bravery in science https://t.co/pC3Saz7V8s via @nbcnews",96841 +"Asshole Leo dick-crappio made a climate change film(yawn). No one cares. Still, I put him on lifetime shunlist. https://t.co/LYYIJDsSD1",818549 +Scott Pruitt: climate change denier and bedfellow of polluter lobbyists. Reject his nomination as EPA administrator https://t.co/FYSvxdxhPk,24845 +RT @Independent: Emergency campaign launched to convince Trump climate change is real https://t.co/obbXYhFxNS,397713 +RT @JohnFugelsang: & Donald Trump wants you know this proves NASA's part of that whole Chinese climate change hoax. https://t.co/Mc7346asP1,924727 +Three ways the Tory manifesto falls short on climate change and the environment,164077 +Yellow cedar could become a noticeable casualty of #climate change: Digital Journal https://t.co/8e6OuPQ9HE #environment,442722 +"RT @rebleber: Tillerson: 'I don’t see [climate change] as an imminent national security threat but perhaps others do' +The others: https://t…",583077 +RT @Hope012015: Exxon to Trump: Don't ditch Paris climate change deal https://t.co/2g23192RxB via @CNNMoney,840571 +RT @mtavp: BBC froze me out because I don't believe in global warming: David Bellamy reveals why you don't see him on TV now. https://t.co/…,415337 +RT @nowthisnews: Bernie Sanders and Bill Nye talked about how fighting climate change can bring jobs to America https://t.co/8Hu43hSCm6,148578 +@OxfordUnion @CLewandowski_ Is it because ur an expert & have convincing facts that climate change is a hoax? U have no idea what ur saying,239214 +RT @CNNPolitics: Hillary Clinton discusses Hurricane Matthew in North Carolina: I'll work to limit damage by taking on climate change https…,521908 +RT @PicsGalleries: Here you can see who the victims of global warming are... https://t.co/VGcNpIi5Z3,947679 +".@realDonaldTrump, the US military thinks climate change is an imminent threat. Listen to them. #100Days #KeepParis",227844 +"@alexborovoy1 so basically yes, hurricanes will continue to happen like always but global warming only intensifies them.",701507 +RT @SenSanders: We have a president-elect who doesn't believe in climate change. Millions of people are going to have to say: Mr. T…,617736 +"RT @JeunesMacron: �� #MakeOurPlanetGreatAgain �� +Today we are determined to lead (and win!) this battle on climate change. https://t.co/kWBB…",509196 +RT @brianklaas: Man who cited 1 day of weather in 3 locations to claim climate change is a 'hoax' may torpedo Paris climate accord. https:/…,585430 +"RT @sys_capone: Me: Omg global warming is so scary. It's warm in winter. This can't be good. +Winter: *behaves like winter +Me: https://t.co/…",839425 +"RT @NRDC: Trump is deleting climate change, one site at a time. https://t.co/uRekDeg8th via @guardian",414230 +"RT @containergarden: If you believe in climate change, vote. #ImWithHer https://t.co/GwzX0SfdAo",916592 +"RT @BigJoeBastardi: Earth to Shepard Smith.No one denies climate change is real,we question mans extent Show me the linkage in the ent…",705572 +RT @herbley: Residents on remote Alaska island fear climate change will doom way of life https://t.co/v4tryrx93Z via @usatoday,282147 +@DayBlackTheGod It's gonna be too hot for people pretty soon I swear �� global warming got y'all,201741 +"RT @tveitdal: Why the research into climate change in Africa is biased, and why it matters https://t.co/SpgIbbrpjS https://t.co/vJqRMYnYYW",464689 +"RT @bpmart0: Is climate change THAT bad? So we lose FL & polar bears, would you really miss them? It's 70 in mid-Nov! #itisactuallybad #cli…",506099 +"RT @daveanthony: btw, if you’re in Arizona right now. Don’t walk your pets. And enjoy climate change. https://t.co/cKwBKZTBrS",315331 +RT @emilapedia: Could u imagine Trudeau attending the Stratford festival and get lectured by the cast on govt spending or climate change?…,258435 +"Also, organic, local & sustainable agriculture is a good alternative to current models. The thing is, due to climate change, agriculture",910541 +"RT @LastWeekTonight: If you don’t believe man-made global warming is a a silly issue, give to the Natural Resources Defense Council (https:…",394712 +USFreedomArmy: RT USFreedomArmy: Now we know the real reason for the climate change hysteria. Enlist with us at … https://t.co/xFbLGHqgt3,424092 +RT @NatGeoChannel: Join @LeoDiCaprio as he searches for answers on the issue of climate change. #BeforeTheFlood starts now! https://t.co/qc…,204080 +"RT @CECHR_UoD: The smart way to help African farmers tackle climate change +https://t.co/1w5OKwLo84 #foodsecurity #Knowledgeispower https://…",744870 +RT @ClimateCentral: Peru's floods follow climate change's deadly trend https://t.co/0dCEZgRab0 via @insideclimate https://t.co/b1dBEbKFoj,644004 +RT @henrikkniberg: The fact that global warming is caused by humans is actually positive. Means we could do stuff about it. Otherwise we'd…,107636 +"RT @kelkulus: Irony: Florida, a state in danger of being washed away due to rising sea levels, just elected a guy who denies climate change…",661174 +Polar bears for global warming. Fish for water pollution. https://t.co/jscxJNw7Js,19909 +RT @AdamBandt: Do we really want to be Deputy Sheriff to a racist climate change-denier? Time to ask serious Qs about how slavishly we'll f…,927163 +How will California battle climate change? A new proposal revs up debate over cap-and-trade program https://t.co/cqNrgYPmLH,358829 +"RT @CBCNews: Trump win a 'disaster' in the fight against climate change, scientists and environmentalists say…",186937 +"RT @sgphil: I'd like people to eat less meat, fish, dairy and eggs to be kinder to animals and reduce climate change…",98072 +RT @NatGeoChannel: Join @LeoDiCaprio as he searches for answers on the issue of climate change. #BeforeTheFlood starts now! https://t.co/qc…,43449 +"RT @mitskileaks: want to specify that $ is donated to orgs that work on climate change,women's rights, immigration,+other causes.in… ",996972 +Honestly whether climate change is real or not why would you not wanna take care of the earth? So much to see out there.,365705 +RT @GavinNewsom: Once again Trump proves that he believes facts don't matter by appointing a man who doesn't believe climate change is real…,27742 +"RT @Logic_Argue: Apparently global warming is going to cause problems by.. making the North Atlantic colder, what hold on, what? @SteveSGod…",165638 +RT @qz: NASA released a series of climate change images just as Trump heats up his attacks on the EPA https://t.co/asqDeb5WVd,419439 +RT @Reuters: Vatican says Trump risks losing climate change leadership to China https://t.co/efWR3ktlIl https://t.co/U6JraHOUEo,254018 +Obama is spending another $500 million to fight climate change before Trump can stop him. https://t.co/vEJtPuSIyl,980316 +RT @Independent: 11 images from Nasa that show climate change is real https://t.co/0U2eRHeEVF,849752 +@EnviroNews can't tax us for this it's not climate change,601238 +#global warming #shatter #glass #ceiling #NoWallNoBan #NoamChomsky #earth #EllenDeGeneres #traveller #with #a… https://t.co/iS3jn6pDdl,763081 +RT @ShawnaRiddle: Can we talk about climate change now? #harvey #hurricaneharvey,767129 +Coverage of new thesis: National coordination for successful climate change action https://t.co/ZCcsrDLzdz,292040 +RT @FastCoIdeas: 'Our children won’t have time to debate the existence of climate change. They’ll be busy dealing with its effects.' https:…,800470 +"Real talk England. The north used to snow at Christmas, and now it floods. It's insane to think climate change isn't involved.",408830 +RT @AP_Politics: Trump's pick for EPA chief says he disagrees with Trump's earlier claims that climate change is a hoax.…,902403 +"RT @Polish333: For someone who doesn't believe in science, climate change, etc., surprised he is doing this... https://t.co/HBVG9HSffb",495974 +RT @NBCNews: BBC series 'Planet Earth II' shines light on climate change https://t.co/Pez4UwsMym https://t.co/DyoY7OrJWs,97966 +"RT @COP22: #COP22 Action Agenda: learn why #cities are so instrumental in tackling global warming #cities4climate +https://t.co/0IRw3UTxNk",612358 +RT @nytimes: A British swimmer is enduring extreme cold waters to promote awareness of the threats of climate change https://t.co/10lOYj3L0Y,601862 +"@OOOfarmer I went to a trial where the prairie plot was losing overall C from depth. No tillage, fert but less C. They blamed global warming",484009 +World leaders duped by manipulated global warming data https://t.co/qLFQlG2pdQ via @MailOnline,24147 +"Record-breaking climate events all over the world are being shaped by global warming, scientists find https://t.co/X9S3QZmWAN",545781 +RT @NBCNews: French President Macron invites Americans to move to France to research climate change https://t.co/6fCyRmPa6P https://t.co/D7…,404273 +"RT @katzish: Apparently 'Wayne Tracker'--Tillerson's other Exxon identity--had a lot of communications about climate change, per…",459068 +RT ScottAdamsSays: I invent the term Cognitive Blindness and apply it to the climate change debate: https://t.co/XTwm6PFagP #climatechange,706804 +"RT @Earthjustice: 'We are not imagining future climate change, we are watching the rising waters.' –President Remengesau of Palau…",570687 +You are told that the world will be destroyed by global warming unless you accept crushing taxation and government control over your life.,611072 +"My latest: A closer look at how the seafood we eat might play a role in climate change, and how climate change may… https://t.co/lqoZyhYwSl",985616 +"Topics: On unity vs. division, shared goals, on climate change, terrorism, UK elections, Basic income as one of the future solutions.",164701 +RT @VanJones68: Want to resist Trump taking America backwards on climate change? Sign up for the @GreenForAll Action Network. https://t.co/…,599031 +"US: Politics, culture or theology? Why evangelicals back Trump on global warming. @SightMagazine #climatechange + +https://t.co/6JuHOgHZwJ",291016 +"Thanks. Imaginary climate change is seriously triggering to me. + +@JenaFriedman @GreenPartyUS + +https://t.co/tqvpU1dElD",871590 +"RT @NRDC: #ICYMI: Yesterday, Scott Pruitt said CO2 is not a primary contributor to global warming. https://t.co/QZxinB1dSB via @Grist",375923 +"Fighting climate change isn’t a ‘waste of money’ — it’s a good investment +https://t.co/AFiMt270IE https://t.co/MmejhjHOG6",625713 +Trump's threat on climate change pledges will hit Africa hard - The Conversation AU https://t.co/R3b3FE2oha,544267 +"Welcome to America, where a groundhog tells us if its still winter but refuse to believe scientists when it comes to global warming.",597520 +RT @sean_spicier: The President rolled back Obama's climate change regulations. You will now be allowed unlimited exhales per day. Make Bre…,201908 +RT @Vegan_Newz: Vegan in the Region: Taking real action against climate change - https://t.co/qDDOXxEykk (blog)…,779450 +"RT @CauseWereGuys: Me: *Enjoying Life* +My brain: you're broke, a nuclear war could start soon, and global warming is getting worst https:/…",41388 +"By 2080 vector population is supposed to increase by 200% due to climate change, start taking care of Earth peeps.",324210 +"RT @azeem_tuba: Ideas on climate change +@PUANConference @PakUSAlumni #ClimateCounts @usembislamabad https://t.co/VKQiwlA8lx",527518 +RT @Reuters: Trump team memo on climate change alarms Energy Department staff https://t.co/YgMQr7tZtN https://t.co/oFaaIdKeHk,995095 +Who cares u ar a LIAR and have not really done anything for climate change.. all what u did was damage.. https://t.co/tG2XYEISEP,68508 +RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,645526 +"@ludichrisspeed Definitely the climate change extinction, sexy lady.",803925 +"RT @CNN: Former New York City Mayor Bloomberg: +Trump's refusal to acknowledge climate change is real is 'embarrassing'…",310865 +IMAGE: An Al Gore global warming get together... https://t.co/fGd2wLmX1m #algore #climatechange #hoax #liar #libtard #tcot,243590 +RT @e3g: It’s time to respond to climate change in a way that protects & promotes public health! @LancetCountdown…,739831 +RT @_richardblack: Some climate change advice from Lord Farage... https://t.co/4YEiTozX66,838039 +RT @ajplus: Trump picked a climate change skeptic to head his EPA transition team. https://t.co/3Odv7hO57P,93918 +RT @nytimes: California is holding itself out as a model to other states — and to nations — on how to fight climate change https://t.co/exU…,115526 +@chrisrgun That awkward moment when IQ heritability has stronger scientific consensus than global warming… https://t.co/qpUnis5ZY9,164262 +"RT @HillaryClinton: 'If you believe in science and that we have to act on climate change, then you have to vote!' —Hillary https://t.co/jfd…",727311 +RT @jennjacquelynm: Friendly reminder our next president believes global warming is a Chinese hoax & hair spray can't escape your home beca…,735220 +@MarketWatch 4/5- Pope & Obama attributed hurricanes destruction to man-made global warming & pollution: Of course… https://t.co/ougeG9ejCJ,468210 +RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,689122 +Massachusetts court orders ExxonMobile to turn over 4 decades of its climate change research https://t.co/Xd8afJCSwh,53596 +How prepared are the world's top coal-mining companies for the business risks arising from climate change?… https://t.co/z4xHU98BwT,799186 +RT @JulietMEvans: Can discuss with people about EU but climate change deniers are beyond the pale. https://t.co/cTh4oa8w0S,101084 +@parthona98 @ValaAfshar I have studied earth science climate change would best served by millions of trees filtering carbon in the air,30439 +"@kelownagurl @TheGoodGodAbove the scary thing Barb is that their actions take us all down! Between climate change, electing Trump, guns, etc",810252 +"Shareholders force ExxonMobil to come clean on cost of climate change +Fμ©€ Trump & RexTillerson +https://t.co/qiKZ5cZlab",821303 +RT @Seeker: Researchers are highlighting the importance of marine reserves in combatting the effects of global warming. https://t.co/zzxESB…,292964 +"RT @AbbySmithDC: Last year, Stepp ordered info on human contribution to climate change scrubbed from her department's website, causi…",302407 +"On climate change, Scott Pruitt causes an uproar — and contradicts the EPA's own website - Washington Post https://t.co/Ztnvsql2O0",271892 +"RT @PopMech: Before the Flood: Watch this riveting, terrifying documentary on climate change https://t.co/w74QbFVLnC https://t.co/lvHxUyx6om",732321 +@elonmusk I don't believe the decision was based on climate change but rather no realistic changes for good from China or India,447410 +@latimes But...but...but... climate change & global warming! Could it be @algore was full of shit the entire time a… https://t.co/hot7uELEiX,803265 +Opinion: American executives who disagree with Trump over climate change ought to stand up for what they believe https://t.co/tqyIQva72K,196513 +"Well once the ocean's conveyer belt shuts down thanks to global warming, all of north america will be covered in snow/rice. +@way2snug",365268 +"RT @Chief_Tatanka: * + +Stop +climate change +before it +changes you. + +~Tȟatȟaŋka + +* +. https://t.co/F7R1NPyyot",202213 +Global investors urge G20 leaders to stand by climate change pact .. https://t.co/GKOMctjDds #climatechange,325954 +RT @ScienceChannel: Injecting calcite particles into the stratosphere could repair the ozone hole and slow climate change.…,969878 +They cut support for public transit users. Now liberals cut climate change investments. https://t.co/S1JGujw8DF,626863 +RT @fravel: China warns Trump against abandoning climate change deal https://t.co/kX3dApg9RD,549662 +RT @jo_moir: English says Govt doesn't spend much time linking dots between climate change and recent natural events. Concentrating on mana…,583897 +Birds are victims of lethal dehydration from climate change https://t.co/nMwtB8V2fD #yourworld #globalwarming #climatechange #birds #sos,81079 +"RT @grantsamms: #Pruitt: CO2 'is not a primary contributor to global warming.' +Me: Based on what? You're oil industry payments? +https://t.…",74615 +Conservatives can be convinced to fight climate change with a specific kind of language - Quartz https://t.co/KRdGKK33t5,390771 +RT @Europarl_EN: From agreement to action: the #ParisAgreement means limiting global warming to well below 2°C. Read more â–¶ï¸…,921683 +"#Science - EPA boss: Carbon dioxide isn't cause of global warming, The incoming head of America's Environmental P... https://t.co/IdoMvUAk62",260545 +Checks the weather for global warming,746062 +RT @DclareDiane: Renowned professor exposes the money-making global warming gravy train https://t.co/d6N6yHPYp0 via @ClimateDepot,523766 +"When a geologist denies climate change, find out if he by any chance helps oil companies find oil. One use for a geologist.",369387 +"@DavidAFrench Build a wall, Muslims banned, women objectified, deny global warming, VP supports conversion therapy - sounds lovely",387902 +▶@GreenPartyUS: We need to start taking climate change seriously. It should be part of every policy discussion.... https://t.co/pBv1nAWdoW,407975 +FEDERAL COURT: Trump EPA must enforce Obama climate change rule #MAGA #TCOT https://t.co/BmVkGre8HO,843647 +RT @nytimes: Ivanka Trump will meet with former Vice President Al Gore to discuss human-caused climate change https://t.co/bQwoCembug,668518 +"According with the recent claims, the very fact from the global warming is groundless. Are there any scientific proofs for this sort of sta…",259924 +RT @guardianeco: Bird species vanish from UK due to climate change and habitat loss https://t.co/SvIyL8HMus,823007 +RT @GlobalWarming36: Antarctica's Larsen C ice shelf: The latest climate change wake-up call - Minneapolis Star Tribune https://t.co/jkVqvw…,133194 +RT @kengarex: This sculpture by Issac Cordal in Berlin is called “Politicians discussing global warming.” https://t.co/8liiF1PWul,999383 +RT @jeonglows: not to be fake deep but this vid of jungkook being a cutie reversed global warming and ended world hunger #BTSBBMAs https://…,844853 +"RT @SteveSGoddard: People keep telling me to leave politics out of the global warming discussion. +That would be impossible, because it is p…",811166 +@pickledxokra @HandsomeAssOreo It's literally on his campaign website that he believes climate change is man-made https://t.co/L7bWGmUSfC,700248 +Biodiversity redistribution under climate change: Impacts on ecosystems and human well-being https://t.co/YGh9W28MyS,312802 +RT @GOP: The attention to climate change hasn’t changed. The attention to American interests has. https://t.co/N6IxjyQLVs,703577 +RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,842529 +RT @krystalkaufman_: When it starts snowing but global warming doesn't let it stick,133240 +"RT @SethMacFarlane: Are we looking at an America that officially believes climate change is a hoax? Sorry, everybody else.",637996 +"In rebuke to Trump policy, GE CEO Immelt says ‘climate change is real’ https://t.co/pC95ppds5k by #LeoDiCaprio via @c0nvey",242561 +Donald Trump's environmental protection chief Scott Pruitt 'not convinced' carbon dioxide causes global warming… https://t.co/F8ZEkW5yjg,970006 +@artstanton lol. And I was thinking global warming is now in effect,651603 +"I'm sorry for my children, they are the ones who will suffer the effects of climate change'...hmm you should doubl… https://t.co/ryQYh2zVOC",339673 +"RT @ddlovato: #IVotedBecause I believe in equality, we need comprehensive immigration reform, I am pro-choice and global warming IS real. #…",675644 +RT @Greenwood_Pete: @GeorgeMonbiot Protestors trying to ensure we meet or climate change commitments are now labelled as extremists. https:…,793976 +RT @obamolizer: Vox - Posts | A deep dive into the Obama climate change... https://t.co/7sx1eZOWKY https://t.co/Xv0hNKVpmN,162961 +RT lorac22allen 'RT crusaderkeif: Don't tell Europe Trump was right about the climate change hoax! https://t.co/EaR6CLsKzh',469570 +RT @jen_keesmaat: A new modular tile promises to help reduce flooding in cities hit by increased rainfall due to climate change. https://t.…,681176 +@Acosta @michaelshure I bet that most americans are FOR the paris agreement on emissions and climate change. Trump… https://t.co/nFDXIEzPXS,887401 +RT @KetanJ0: Why 2℃ of global warming is much worse for Australia than 1.5℃ https://t.co/Ul73YphNsl,891406 +Minority of Americans see consensus among climate scientists over causes of global climate change… https://t.co/WQZ8d7815R,751950 +"RT @Bentler: https://t.co/asaz0Sdfhg +In challenge to Trump, 17 Republicans join fight against global warming +#climate #policy…",965377 +"@LeadingWPassion I’m creating a new think tank for climate change, would you join and post your tweet also at https://t.co/5FRPWXpvU7 ?",773946 +"RT @SenGillibrand: We only have one earth, so let's keep fighting for it—from protecting our air and water to combatting climate change. Ha…",84122 +RT @JolyonMaugham: A PM desperate for a quick deal; and a climate change denying opponent of state healthcare. What could go wrong? https:/…,845066 +RT @ThisWeekABC: EPA chief Scott Pruitt's language on climate change contradicts the agency's website. https://t.co/vEkHpebYII https://t.co…,389748 +"RT @Bamafan_forlife: @MariaTCardona funny how we have evidence of global warming but they don't believe it, no evidence of wire tap but yet…",837821 +"RT @abcnews: Scientists reset #DoomsdayClock to its closest time to midnight in 64 years due to climate change, nuclear fears https://t.co/…",967629 +RT @HeerJeet: Shouldn't Tillerson recuse himself from any decisions involving climate change & fossil fuel -- i.e. everything? https://t.co…,864765 +"RT @IMDb: Watch the #exclusive trailer for #IceAndSky, the story of the scientist who broke ground on climate change research… ",266087 +#climatechange Analysis|Most Americans support government regulation to fight climate change.Including in Pittsburgh https://t.co/277vlndjoZ,41710 +"The HORROR! Chelsea Clinton blames diabetes on climate change, gets fact-checked HARD https://t.co/lzuDJNOoYs",112134 +RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,513080 +"RT @DrJillStein: Trump pretends not to believe in climate change, but he's buying a wall to protect his Ireland golf course from rising sea…",452254 +Bernie Sanders calls Trump climate change denying climate chief 'pathetic' https://t.co/bF40NmBg5P,564272 +@Cherlyn_Felle it is... global warming is no joke lol,876098 +"RT @ma_macneil: Stopping global warming is only way to save Great Barrier Reef, scientists warn https://t.co/5XrqaWzrL2",273845 +Grant of DKK 2.4M landed by @ASStensgaard to study climate change's effect on snail-borne parasites… https://t.co/ijG7gdhMG7,343129 +"RT @Adel__Almalki: #news by #almalki: New York, other states challenge Trump over climate change regulation https://t.co/gLIKqzXgeN",622330 +RT @ajplus: Trump picked a climate change skeptic to head his EPA transition team. https://t.co/3Odv7hO57P,296515 +RT @lOsergRrrl: happy earth day climate change is real and bad,199651 +"RT @NatGeoChannel: Watch #BeforeTheFlood right here, as @LeoDiCaprio travels the world to tackle climate change https://t.co/LkDehj3tNn htt…",265010 +The head of the EPA just made another dangerous comment about global warming https://t.co/Q1FahdFe3F,124863 +"RT @WesClarkjr: US, in push for mass extinction, forces G20 to drop any mention of climate change' in joint statement #tytlive https://t.c…",619557 +The U.K. Government 'tried to bury' its own alarming report on climate change - https://t.co/TrflSk2xEt,500287 +RT @_NNOCCI: Informal science education centers are stepping up to talk climate change with guests. WE are the solution! https://t.co/NYXQT…,366450 +Eight foods you should invest in due to the White House blowing off climate change. �� #food #climate https://t.co/8bfJhjrY97,626887 +"RT @PeteOgden: In rare move, China criticizes Trump plan to exit climate change pact https://t.co/bO9SkZynBc via @Reuters",426254 +You're not an inventor or a thought leader or anything much at all unless you invent something that stops climate change. Go. Do it.,535685 +"The curious disappearance of #climate change, from #Brexit to #Berlin': https://t.co/KwaQmACVR9 #politics #news",617761 +Rex Tillerson says in hearing the 'risk of climate change does exist' https://t.co/iLQEjMlKq0 https://t.co/9jl086Fmn0,616786 +"RT @BBCr4today: Nigel Lawson's claims about climate change are 'not true', says Met Office's @StottPeter #r4today @BBCRadio4 https://t.co/D…",863271 +EPA chief: Carbon dioxide not primary cause of global warming - Wisconsin Gazette https://t.co/geYJEZBMoG #GlobalWarming,516407 +Trump picks climate change denier for EPA team - CNN https://t.co/oZxljOWeS1,148449 +"RT @SarcasticRover: NASA Earth Science provides critical data, not just on climate change - but national security, emergency planning, agri…",849472 +@AyoAtitebi covfefe thinks climate change is covfefe... He's a big mistake,665945 +RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,479060 +RT @BrianKarem: So Rick Perry did not understand my question? Seriously? Is man responsible for climate change?,736724 +RT @TweetLikeAGirI: Only in America do we accept weather predictions from a groundhog yet refuse to believe in climate change from scientis…,288008 +Looking forward to a lil climate change and location switch up these next 2 days!! #RoadTrippin ✌️,638394 +RT @therealroseanne: climate change is a bullshit concept that means poor ppl bear the taxes to clean up rich people's water.,779022 +RT @Bill_Sutherland: Evidence review: climate change impacts observed in 80% of ecological processes underpinning ecological function. http…,951766 +"RT @nytimes: In a hotter world brought on by climate change, people will get less sleep, a new study suggests https://t.co/G1JzpgIDsg",535506 +#MyPresident 😍😍😍😍😍 All the man made climate change idiots: Google moraines. And how they were formed by Ice Ages. https://t.co/OEQKfokBtJ,202738 +"RT @ClimateCentral: A new, interactive map shows where climate change has affected extreme weather events https://t.co/okFZS69VdU",863224 +"RT @ChrisJZullo: #NotReallyAPartyUntil you realize we elected Vice President who believes global warming, evolution, and gravity doesn't ex…",870370 +RT @nowthisnews: Bernie Sanderrs & Bill Nye had a wide ranging discussion about climate change on Facebook Live https://t.co/mVTNQfPaTi,721194 +RT @argus27: Michael Bloomberg and Mark Carney: How to make a profit from defeating climate change | The Guardian https://t.co/JYESztYj8U,981141 +RT @sil: I like this reformulation. Not 'this damages the credibility of the climate change agreement' but 'it damages the c…,252336 +"RT @INDIEWASHERE: scientists: *have logical&valid proof tht climate change is causing extreme weather* +republicans: iT'S THe GaYS THa…",77169 +RT @therightblue: New York skyscrapers adapt to climate change https://t.co/hJJGCdEC9s,68528 +"RT @ChrisJZullo: #IWantAmerica to focus on reducing income inequality, combating climate change and to invest in a green economy infrastruc…",38903 +"RT @TalkingHeadsAfr: Why the research into climate change in Africa is biased, and why it matters https://t.co/J6aAJEvBOV",256464 +"No, Trump hasn't embraced the science of climate change. Yes, it matters. - Washington Post https://t.co/2SWQzpNV39",11425 +RT @UNEP: More and faster support needed for climate change adaptation https://t.co/we5QevbWJq https://t.co/JIP54AmY0W,898966 +RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,860813 +"Before you vote #GreenPartyUS remember that if trump wins we will have no path forward on #climate change, we can't lose 4yrs #actonclimate",873715 +RT @derekhandova2: How climate change will affect supply chain management https://t.co/VUJJmyO7NX @lhusiebing @hiasaelsa @pauloise14 @sanit…,81184 +RT @leahmcelrath: Trump has said climate change is a hoax created by the Chinese to make U.S. manufacturing less competitive. https://t.co/…,106630 +RT @APTNNews: The latest news on global warming for the arctic isn't good reports @tfennario It only got worse in 2016…,203802 +RT @climatehawk1: Flooding New Zealand storm due in part to #climate change - expert | @radionz https://t.co/3fWYUqLftp #ActOnClimate…,904553 +EPA chief still doesn't think humans are the primary cause of climate change https://t.co/3XzjhGNraa via @HuffPostPol,793878 +RT @IrishTimesOpEd: Breda O’Brien: breaking the silence on climate change https://t.co/bMToS5JfYG,727291 +"@summit1g ban on Muslims, deportation of undocumented immigrants, stop and frisk, doesn't believe in climate change, general ignorance",659013 +"RT @ReillyRick: If you care about climate change, religious freedom, gun sanity, women's rights + racial harmony, this is a terrifying nigh…",170414 +Bloomberg urges world leaders not to follow Trump's lead on climate change https://t.co/LDG3XQ2FWm https://t.co/uZgB1rQV2V,545030 +"Before the Flood is a documentary about climate change and global warming, narrated by Leo DiCaprio as UN's messenger of peace (not actor).",935399 +"RT @7piliers: FAQ on climate change and disaster displacement; it is not a future hypothetical – it’s a current reality; @Refugees +https://…",720843 +RT @Independent: Emergency campaign launched to convince Trump climate change is real https://t.co/obbXYhFxNS,24407 +Am I the only one that gets sad when they think about people who do not understand the adverse effects climate change has on this planet?,368110 +"RT @ScreamngEagle: From the party that believes in global warming, looks like they treated Philly pretty bad last night ! Just like Hi…",503818 +@bradcarlson_ not denying climate change lol I'm saying the weather does this every year and no reason to blame trump,556178 +"RT @PeterGleick: It's straightforward. As #climate change raises temperatures, extreme heat events become more frequent. And that's…",905326 +Machen Sie alle öffentlichen Parkplätze kostenpflichtig! Acting on climate change! https://t.co/s9yVDcSkR0 via @ChangeGER,337724 +RT @GisellaGsba: @singsingsolo. A climate change denier is not worse than someone aware of it who sells #fracking to the world.,69700 +RT @EcoInternet3: In-depth: What Donald #Trump's budget means for US spending on #climate change: Carbon Brief https://t.co/QX0MRfHylm #env…,114542 +"RT @Supreme: 2010-2017, so sad what climate change has done to the Grand Canyon... https://t.co/MWaRh3kW7o",160079 +RT @1Iodin: @Amy_Siskind Millions of Americans do not want to know USA was hacked. Similar to denying climate change. Deny so one does not…,903579 +RT @Harvard: Harvard environmental experts forecast a complex mosaic for climate change policy in the years ahead https://t.co/DNrfqB7rR9,646349 +"RT @SteveSGoddard: 100 years ago, the father of global warming said Siberia would become the greatest farming country on Earth. It is…",161942 +"RT @GhostPanther: Quickest IQ test: do you believe in man made climate change? +If no, is it because u run an oil company? +If u answered no…",598614 +RT @DeadStateTweets: Kind of ironic how Jill Stein helped elect a climate change denier.,663644 +RT @SenSanders: We have a president-elect who doesn't believe in climate change. Millions of people are going to have to say: Mr. T…,329622 +"RT @RahulKohli13: I love that there are people who deny climate change. I deny calories, not gonna stop me from getting tits though is it?",263883 +"RT @yo: A rodent predicting the weather is acceptable, but climate change is a crazy idea? Sounds legit. + + #GroundhogDay",296398 +Trump may not snuff out renewable energy industry despite his doubts on climate change - CNBC ☄ #vrai777 ⛱ $v ℅ #G… https://t.co/J193AmOi6P,566777 +"RT @NatGeoChannel: Watch #BeforeTheFlood right here, as @LeoDiCaprio travels the world to tackle climate change https://t.co/LkDehj3tNn htt…",158516 +RT @postgreen: Trump meets with Princeton physicist who says global warming is good for us https://t.co/iVCJwDfPF1,764934 +"EPA chief Scott Pruitt doubts carbon dioxide the key culprit in global warming. +...https://t.co/Mn4D9HItOm",404621 +Trump climate change: 'He wants to get rid of a very large part of Obama's environment legacy' https://t.co/QiYkF66Mdv,803119 +RT @WorldResources: Reading - China will soon trump America: The country is now the global leader in #climate change reform @Salon https://…,610999 +"RT @ULTRAVlOLENCE: Interviewer: 'What do you think about global warming?' +Melania Trump: 'Hello... He's kind he's strong, he's a great... c…",737690 +RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,312628 +@BloombergDotOrg @MikeBloomberg Yea climate change for all citizen and the world.,712615 +Kenyans turn to camels to cope with climate change https://t.co/d5H3KQYOCf via @dwnews,188749 +yay it's snowing!! even tho today had a high of 69!!! that just proves climate change isn't real!! it was all an elaborate hoax!!,814343 +RT @kvnpkrwrd: @Jackthelad1947 only global warming can save us from their ilk.,988637 +Mixed feelings about global warming bc it's nice af outside but only February,880191 +"RT @GayJordan23: I'm in full support of the phrase 'climate change is a hoax' if hoax stands for Hot, Old, Anal, X-rated & 'climate change'…",280042 +@PDChina Its global warming..,630479 +RT @BuzzFeed: There’s only one way to save the Great Barrier Reef: stop climate change https://t.co/nibV8UIdjB https://t.co/WiUItxcTkB,46849 +"@AhavatOlam18 @Nordic_Fascist @sallykohn climate change may be happening, but what % is caused by humans?",667139 +"Vulnerable to climate change, New Mexicans understand its risks https://t.co/A0OIeHo7Gm #savedfor later #feedly",445425 +RT @realDonaldTrump: The global warming we should be worried about is the global warming caused by NUCLEAR WEAPONS in the hands of crazy or…,136052 +African leaders in Morocco to unify stance on global warming https://t.co/DFxBIyqlZ5 via @Biz_Africa https://t.co/6T48BVLmes,811010 +"Facing a President who denies the reality of climate change, we need to mobilize together. Join me. https://t.co/iBchZeMj0b",170283 +"The doomsday vault, protecting the world's seeds from catastrophe, just flooded due to global warming.",900662 +It sas 70 degrees on Wednesday and it's snowing today. These climate change denying politicians really think that w… https://t.co/AOixJv1rL2,493441 +"Britain's Prince Charles has co-authored a basic guide book to the problems posed by climate change. + +The book... https://t.co/Z5NTcd2XNo",94212 +RT @climatehawk1: Eyes wide shut: Trump slashing programs linking #climate change to U.S. national security https://t.co/5f5JV25e1B…,753640 +RT @washingtonpost: Scott Pruitt’s office deluged with angry callers after he questions the science of global warming https://t.co/velLNqKi…,312169 +@OMGTheMess we said no to climate change crap under Tony. What gave them the power to ignore us. It was a mandate?,202533 +"RT @c40cities: To adapt to climate change, the cities of @BeloHorizonte, @nycgov & @Paris are leading the way with innovative plan…",102614 +"RT @coreindianness: 'We must build pipelines so we can fund our fight against climate change.' + +These people run your country.",619990 +#SolarEnergy: Embracing renewable energy is the key to solving the challenge of climate change PM ... https://t.co/xSfDNMnlbD,86350 +"@realDonaldTrump I truly support and respect you, but I have one issue. You can't keep denying climate change please I'm begging you.",63121 +yesterday was a nice day and today feels like i have entered a new hell called Cold Hell. good thing trump doesnt believe in global warming,121852 +"Ignoring climate change, pulling out of Paris, more fossil fuels -- the new future? https://t.co/SGXBpj5x8A",600352 +"RT @BernieSanders: The stakes are enormously high. Literally, in terms of climate change, the future of the planet is at stake. https://t.c…",124929 +"RT @Gingrich_of_PA: Finally, a president who directs NASA to do something to prevent extinction (Hint, it ain't climate change) https://t.c…",75897 +"From Asia to outback Australia, farmers are challenged by climate change Anika Molesworth… https://t.co/EaoQicd35p",574497 +"RT @paul__johnson: Gove back in: Environment Secretary. +The minister who tried to remove climate change from curriculum https://t.co/U1VA…",24804 +There is SO MUCH more evidence for human imposed climate change than there is for your God yet you consider the latter an undeniable truth??,596222 +@BrianPaulStuart This guy needs more than erectile dysfunction drugs to survive earth's climate change we are already in,906004 +RT @CatherineForNV: I believe in science. I believe in climate change. Let's protect our precious resources including the air we breathe &…,539619 +Keeping the holiday tradition of ruining christmas twitter by reminding everyone that global warming is real,110125 +"MWASIA - China's 'airpocalypse' a product of climate change, not just pollution, researchers say https://t.co/wOxfcEXn6J",448051 +RT @termiteking: Trump doesn't care about climate change but we outnumber him. He won't do anything about it but WE will,790726 +"RT @GalloVOA: Asked whether Trump believes human activity contributes to global warming, a senior White House official says: 'That's not th…",822650 +RT @BBCWorld: Rex Tillerson 'used email alias' at Exxon to talk climate change https://t.co/xEQFCKBpmw,381243 +RT @60Mins: Casting a shadow over all this beauty is climate change & the amount of carbon dioxide fuelling the rise in air & s…,730979 +"Terror, Russia and climate change top G7 agenda https://t.co/lcuNm2hCHz via @YouTube",936649 +RT @hyped_resonance: before global warming causes sea levels to rise at an alarming rate anybody want to admit they got a crush on me ? �� ����,587095 +Investors with $2.8 trillion in assets unite against Donald Trump's climate change denial https://t.co/5G883Vd7uu via independent.…,612202 +So upset climate change is about to be ignored,429050 +RT @DavidTooveyKGL: Well deserved award for #Rwanda's climate change mitigation and adaptation efforts given to Pres. @PaulKagame.…,700694 +@donttrythis So how can you demand science be the basis for climate change proof but not the gender of a human? That's not how it works.,851416 +@LeoDiCaprio happy birthday. 😊Thank you for being so inspirational for many of us for a long time. 💋keep fighting for climate change,547091 +I emailed my pension fund manager and told them to back this historic climate change motion for @ExxonMobil's AGM https://t.co/g9DEKzblYB,51713 +RT @fivefifths: Here's a reminder that we completely blew it on climate change https://t.co/UvJYWGtzuc,125090 +"RT @NatGeoChannel: Watch #BeforeTheFlood right here, as @LeoDiCaprio travels the world to tackle climate change https://t.co/LkDehj3tNn htt…",81094 +RT @CNN: The Trump team is disavowing a climate change questionnaire sent to the Energy Department https://t.co/gQKQUaQxuW https://t.co/f1S…,46987 +"@Reuters Please don't,global warming is a hoax.",10385 +Oh my. Not 'bowing to the alter of climate change'@realDonaldTrump* is a mere fraction of his crazy. He's seriously… https://t.co/jbInSNmLLh,660879 +"RT @billmckibben: Hey, a hit of good news: judge allows youth lawsuit against fed govt on climate change to proceed! https://t.co/P4Y11CEbaQ",815867 +RT @jilevin: Donald Trump to mayor of island sinking due to climate change: Don't worry about it! https://t.co/Hxv38V9Yoa,182651 +@cnnbrk Very sad for those who were impacted. This is global warming & u see it happening all around the world but WH & @GOP don't believe,13152 +RT @sasencios: Octopus in the parking garage is climate change’s canary in the coal mine https://t.co/M1XnzzHqny,612985 +RT @sfchronicle: Gov. Jerry Brown promises to “fight” President-elect Donald Trump over climate change. via @joegarofoli…,668026 +RT @Shanghai_Metal: Trump has often said climate change is a hoax. Would Mr.Trump as President hinder the future of renewable energies? #Im…,286216 +RT @JessicaPenney_: Stating an Inuit women's personal narrative is unrelated to climate change is ignorant of Inuit conceptions of self/com…,872878 +"RT @nbcbayarea: With #DonaldTrump in White House, California will not back down from its climate change fight, @govjbrown says. https://t.c…",346203 +RT @sleepyverny: 36. did u know jisol could actually stop global warming w how cute they are https://t.co/lUcGsuuISh,717045 +"RT @ddlovato: #IVotedBecause I believe in equality, we need comprehensive immigration reform, I am pro-choice and global warming IS real. #…",118481 +I experienced climate change yesterday one minute i didn't need a hat the next I had to put a hat on,67795 +"RT @FiveThirtyEight: If the world decides to fight climate change without the U.S., there could be economic repercussions. https://t.co/v9B…",965112 +"RT @DrMoriartyY: Effect of historical land-use and climate change on tree-climate +relationships in the upper Midwestern United States https…",942456 +"RT @ddlovato: #IVotedBecause I believe in equality, we need comprehensive immigration reform, I am pro-choice and global warming IS real. #…",49607 +"Top story: ‘There’s no plan B’: climate change scientists fear consequence of T… https://t.co/CA8wTmEONV, see more https://t.co/bwHa7pqv9O",336321 +"RT @_AlexHirsch: Simple. I believe in climate change, a woman's right to choose, gun safety & the wealthy paying their fair share. T…",220175 +"RT @laurenduca: Today's Thigh-High Politics is on the Times hiring climate change denier Bret Stephens (folks, they pulled a Comey): https:…",218973 +"Or...not spending enough on fighting child poverty, climate change, investing in rural econ diversification, elimin… https://t.co/tJcNiCpQ5Q",458027 +RT @goIdcigs: if global warming isn't real why did club penguin shut down,932536 +RT @thehill: California governor named special advisor to UN climate change conference https://t.co/loC6WTTg0I https://t.co/iBDT0IN6R5,239165 +"RT @matthaig1: If you don't have a science degree, and think climate change isn't real, ask yourself why you know better than scie…",473283 +"@OregonWild I’m creating a new think tank for climate change, would you join and post your tweet also at https://t.co/nZCxr5XRhU ?",10468 +"RT @NWOinPanicMode: Great seeing so many people awake to the con artist Al Gore. +Sequel bombs. Should of blamed climate change on Russi…",965411 +This date in #climate: 2013 - #Pakistan launched its 1st national climate change policy. https://t.co/ayqwsjTgSu,733655 +"SomeCallMeLaz: RT WeNeedEU: #Brexit is tied up with Trump, racism, tax avoidance, climate change denial, the works. It is just one front …",383468 +Trump’s innovative solution to climate change: Don’t mention climate change https://t.co/jytaXF5ebz https://t.co/6LKdsrQFcL,796762 +RT @emilynussbaum: “Baby It’s Cold Outside” is a deeply offensive song about climate change denialism.,184596 +"RT @JD_Hutton: If a PM says he believes in climate change but approves new oil pipelines, does he actually believe in climate change? + +#kin…",327092 +RT @rgatess: We are seeing similar anomalies from the oceans to the stratosphere. Rapid climate change underway as net system e…,158124 +RT @guardian: Rio's famous beaches take battering as scientists issue climate change warning https://t.co/XG5tVwjkcl,998269 +Oh global warming does not exist at ALL https://t.co/MT3ok1F9CM,332356 +RT #Could Rudolph and friends affect climate change? Reindeer grazing increases summer albedo by reducing shrub ab… https://t.co/ojMRMUSh2d,495084 +RT @YEARSofLIVING: Each problem of climate change has a solution that makes society stronger. #ClimateofHope https://t.co/hazsA5lnfR https:…,610404 +RT @DevonESawa: Just dawned on me: Trump thinks global warming is a hoax created by china. No seriously.,478417 +@Atten_Deficit @jenkiesss_ global warming real,599073 +Tennessee Wildfire is ‘Unlike Anything We’ve Ever Seen’ https://t.co/v0JToHqSV6 … via @ClimateCentral Stop climate change! #GPUSA,476278 +"RT @NatGeoPhotos: Though visually stunning, this colorful view of a snow cave sheds light on our warming planet:…",433925 +RT @MotherJones: Every insane thing Donald Trump has said about global warming https://t.co/Ok7MhCCzj4 https://t.co/qCyR49JPb3,184487 +RT @fancynancysays: @ABC @NHC_Atlantic You were saying about climate change?,899620 +Trump administration begins altering EPA climate change websites https://t.co/XUA4bAVIAl,237593 +RT @SenSanders: If we don't address climate change there'll be more conflict over limited resources. We must listen to scientists not fossi…,637818 +Glaciers for global warming https://t.co/oZH6LGNse5,487541 +Trump targets Obama’s global warming emissions rule for cars https://t.co/9F7MxyO03p,323186 +ur mcm thinks climate change is a hoax,767342 +Canada's hope to get climate change into NAFTA could prove difficult https://t.co/0Syrus5W33 via @NatObserver,897943 +RT @Carbongate: Sturgeon derides Trump over climate change.. yet takes six helicopter rides in a day https://t.co/qfGUKMBR5j,893076 +"RT @docrussjackson: Wars, climate change, gross inequality, corrupt corporations & bankers & not a single western leader will criticise…",227111 +"RT @Harlina__: @cafedotcom @tedcruz the whole POTUS is a joke . Declining education , climate change and congratulating people for being si…",484479 +RT @jed_heath: Discussing climate change. https://t.co/8x2umKZcmg,142536 +nytimes: Opinion: The intensity of this summer’s forest fires in Europe is a harbinger of what climate change will… https://t.co/2BoflibjNg,511856 +No longer can the US claim that climate change is not real. - Jean Su of @CenterForBioDiv at the presscon on… https://t.co/41ybYNxCho,486621 +RT @fightdenial: Any politician who refuses to acknowledge the reality of climate change & refuses to act is putting their constitue…,793118 +RT @miel: if you are not wanting to 'get political' consider this - trump's actions re: climate change will render this plane…,350625 +RT @TIMEPolitics: Republican congressman says God will 'take care of' climate change https://t.co/NyPvaAqIBJ via @mahitagajanan,875997 +RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,520873 +The Energy 202: We asked Texas Republicans about Harvey and climate change. Only one answered. https://t.co/oHNlzsf2IA,980231 +"RT @BernieSanders: Trump's belief that climate change is a 'hoax” isn't just embarrassingly stupid, it’s a threat to our entire planet. htt…",486454 +"RT @bobkopp: Unchecked, climate change will cost US economy equivalent of hundreds of billions annually by end of the century.…",790783 +RT @BernieSanders: Believing in climate change is not optional at this point. Neither is taking action to save the planet.,119066 +"RT @Labour4Ken: #FactOfTheDay +Ken pioneered action on climate change +His ambitious Climate Action Plan inspired global mayors to act https:…",795590 +RT @World_Wildlife: Protecting our forests is key to curbing climate change. Shop smart: https://t.co/rOJ1XgIa6v #COP22…,703949 +"Don't let Trump censor fact about climate change⚡️ “Badlands National Park defies Trump’s gag order, gets censored” + +https://t.co/0gwQ8MAITv",226753 +RT @shutupstephan: It sucks that global warming feels so good outside. #guilty,497219 +"Donald Trump doesn't seem to understand climate change, so we thought we'd help him out. https://t.co/Ern4VoBcFA",133965 +"RT @StFrexit: 'Hey White people, make sure you save the planet from global warming so you can get stabbed with a knife in 2050's…",108181 +@Atrectus @CNN On the very beginning. His comments are disgusting for a president. He even thinks global warming is a false Chinese's idea,574156 +@amcp Briefings - James Comey crid:45j6h3 ... decided to take direct action. The women's ... they had a climate change rush on Polomat ...,510374 +RT @WorldfNature: Film examines climate change as national security risk - The Columbus Dispatch https://t.co/Z3YBwDyiUG https://t.co/hvMAY…,547861 +"RT @winter_frost1: ë°”ì´ëŸ¬ìŠ¤ Surviving a virus +ì´ìƒ기후 Survival during climate change +ì¸ì²´ Survival in body +갯벌 Survival in tidal flat +심해 Survival in…",154116 +75 degrees in StL on last day in October. I am all for this global warming hoax!,445954 +"RT @AlexSteffen: Given what we know about climate change, plummeting clean energy prices+economy of the future, we shouldn't build another…",997533 +RT @RJSzczerba: Clever concept for pool in Mumbai that looks like Manhattan flooded to raise awareness of climate change. https://t.co/MbjZ…,624946 +"RT @NateSilver538: Americans' concern about global wamring, and belief in global warming, is at record highs. https://t.co/RlNzK6X3eN",463357 +"RT @joshscacco: Science can tell us the best viewing spots for the #SolarEclipse2017. Science also has answers on vaccines, climate change,…",912071 +RT @baublecrow: the night king just wants to end global warming you guys,789575 +RT @dmason8652: @WayneDupreeShow Guy who founded the weather channel says global warming is a hoax based on faked data. 'Listen Up'…,733504 +"People, if you want to be in the know about climate change, here ya go. Amazing journalists on this list. Thanks… https://t.co/vDxbD42fii",921494 +123 million Americans live in coastal counties' --> at risk from sea level rise from human-caused #climate change https://t.co/MHvzy2Y4tU,182771 +"Disgusted with NY Times. 'Debating' climate change? Then let's debate if the world is round. +https://t.co/40RfGCtvY4",577188 +RT @dustopian: You know the reason the snowstorm isn't as bad as predicted will be global warming.,77565 +A strong advocate @jonkerbl for climate change trying to influence @JoshFrydenberg - engage with local MPs,13576 +@sjhamp12 'global warming isn't real',850213 +• Inhabitat: Watch Leonardo DiCaprio's riveting new climate change documentary 'Before The… https://t.co/XuH1Hw8rMM,233403 +RT @thehill: White House attacks NY Times for corrected story on climate change report https://t.co/1QD5YSacxc https://t.co/saCaTyZpwq,158376 +RT @TreeHugger: Children win right to sue US government on climate change inaction https://t.co/ov6p4rMw7r https://t.co/GmSRBSqYlC,42715 +RT @EcoInternet3: Exxon ordered to hand over Rex Tillerson's secret emails to #climate change prosecutors: Independent https://t.co/v12o5ty…,125277 +@TheFacelessSpin @fahimnawroz But but Tim Flannery said our dams would never be full again. Evidence to throw all that climate change in bin,794752 +RT @jongaunt: Trump has our generation of snowflakes in a tizzy because he doesn’t believe in the MYTH of climate change - Pod 3 - https://…,738883 +"RT @Forthleft2: The outages in SA were down to extraordinarily vicious storms which are part&parcel of anthropogenic climate change. +So: mo…",646317 +"RT @ilsanglow: @soohaotwt judi is literally the hottest person to exist, the cause of global warming, the reason soohao exist",908688 +"RT @rudahangarwa: Soil, Land & Water for climate change adaptation and mitigation. +https://t.co/5GK66LkuNG by @FAOnews https://t.co/MLdOPMZ…",767328 +"RT @AssaadRazzouk: In the new new world, China lectures the United States about climate change and the importance of cooperation betwe…",771691 +UCSD scientists worry Trump could suppress climate change data https://t.co/OyQPrH1ua7,259880 +RT @LockedGateLancs: British scientists face a ‘huge hit’ if the US cuts climate change research https://t.co/k0IexJgXGD #WeSaidNO #frackin…,825122 +China sees a diplomatic opportunity in Donald Trump's opposition to steps to limit climate change. Here's why: https://t.co/pOrlvP5jhD,884467 +And they wonder why we don't trust them....Federal scientist cooked climate change books ahead of Obama presentation https://t.co/VMANvraVKC,787682 +Russian President Vladimir Putin says climate change good for economy https://t.co/uIh2gxH2Ol,609778 +RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,737682 +"RT @Dory: me: Leo come over +Leo: i can't im busy +me: my friend said global warming isn't real +Leo: https://t.co/uwSmoQsRG0",908388 +@CBSSacramento Gak! Just look around; climate change is real and we all helped.,424425 +@EricIdle So you determine who is right or wrong? Man made climate change doesn't exist... climate does change though (re: weather),323128 +RT @guardian: Farmers in Sudan battle climate change and hunger as desert creeps closer https://t.co/qkIGz896EP,628679 +To deal with climate change we need a new financial system #EmoryEE2016 https://t.co/AASFboqkSd,678862 +"A storm in March does not prove 'climate change' here in NY it happens alot, I remember the big Ice storm we had in April of '91 #thatsNY",838507 +RT @jamisonfoser: There’s a simple explanation for this: Donald Trump knows climate change is real but does not give a shit about you. http…,205713 +"@vicenews there is no climate change per sec Pruitt, throw him in!",681150 +RT @EH_4_ALL: The burden of climate change on children is worse because their bodies are still developing #ClimateChangesHealth,7572 +Definitely looks like there's room to apply to work on cultural #heritage and climate change #MerciMacron! https://t.co/ROVvBKelNe,941573 +"RT @nontolerantman: >Have fewer children to fight climate change +>'Oh no! we need migrants now, no one could have predicted this!' +>Han…",274509 +"@duckyack @100PercFEDUP End of global warming, shrinking sea level within one year +Incredible Invention: costs only… https://t.co/Vmwszd9DTO",684872 +RT @Energydesk: Siberia's growing 'doorway to hell' offers clues on climate change https://t.co/B2f5e0HrEw https://t.co/lVR5YIWFAw,370024 +RT @shazbkhanzdaGEO: Smog is dangerous.Reason is pollution.we need to act and act now.climate change is the biggest threat to the world htt…,291351 +An Inconvenient Sequel: Truth to Power review – another climate change lesson from Al Gore https://t.co/Owo2b3XVQ4 https://t.co/CMwaLCsKBv,155280 +"RT @PlanetNewsSpace: #Science - EPA boss: Carbon dioxide isn't cause of global warming, The incoming head of ... https://t.co/IdoMvUAk62 ht…",493518 +"Everyone who denies climate change should go swim in a reef while they still can, and see this magical world disapp… https://t.co/7yY5UKFnXK",955736 +@joerogan @YouTube I just don't see how government action can put a dent on climate change. We are not that signifi… https://t.co/OkZZWPjmSG,475150 +New administration's stance on climate change caused CDC to cancel conference https://t.co/sKMNJc8V7q,814784 +RT @businessinsider: EPA chief claims carbon dioxide is not a primary contributor to climate change https://t.co/78VBcvJYky https://t.co/Uo…,934550 +"RT @climatehawk1: Nearly half of Trump voters believe #climate change happening, support climate action - @YaleE360… ",236229 +RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,868776 +"A cool breeze on a March morning in #Mumbai, isn't good. Very bsd sign of global warming. #ElNino @RidlrMUM",724046 +RT @SkyNews: Record-breaking temperatures driven by global warming have bleached two-thirds of the Great Barrier Reef https://t.co/b8K0sTv9…,948949 +RT @CoralCoE: 'We’ve got a closing window of opportunity to deal with climate change” @ProfTerryHughes join's elite #Nature10…,383876 +"RT @KFILE: In interviews, Trump's EPA pick questioned climate change, said Obama EPA rules would be undone https://t.co/4FDGKH30sx",131974 +"@sandyca500 he also stopped Iran's nuclear enrichment program,a climate change deal was reached under him, America's reputation was restored",986064 +"RT @djrothkopf: Don't care about human rights, press freedom, democracy, alliances, global warming, diplomacy, development..it's a… ",428108 +RT @SethMacFarlane: HRC proposes installing half a billion solar panels by the end of her first term. Trump thinks climate change is a hoax…,926841 +RT @Igbtxmen: how exactly would it sink anyways? where are the icebergs to sink it? global warming snatched all of them https://t.co/IXPWRP…,494582 +"RT @CharlesMBlow: But, but, but climate change is debatable. �� We are going to be standing in 2 feet of water in Manhattan and they s…",781163 +"RT @nytimes: On Trump's 100th day in office, thousands in Washington protested the administration's climate change deniers https://t.co/OBx…",92910 +"@johncardillo @KurtSchlichter @Scaramucci What about tomorrow, when he joins them on gun control and global warming… https://t.co/YJ7uAlqhN0",486 +@PaulCobb_OCCIAR does your kid get paid to model climate change? I want in.,491939 +RT @mashable: Stunning photos show how climate change affects our own backyards https://t.co/mjLomQzbOT https://t.co/ttyJcLu149,53227 +RT @wef: 9 things you absolutely have to know about global warming https://t.co/YIk2wbbi3m #EarthDay https://t.co/I9rqm5gOsi,800250 +RT @EricHolthaus: More than 90% of excess heat from global warming is stored in the oceans. An add'l 100+ zetajoules of energy have b…,253165 +"@MarietjeSchaake Min 40% of funding should go to renewable energy,energy efficiency &climate change mitigation… https://t.co/vRT5xCq4Rw",31100 +"Everyone should take the time to watch @NatGeo climate change docufilm with Leonardo DiCaprio, time to be about it and stop talking about it",457211 +@Pontifex gave @realDonaldTrump a book about climate change. Pope Francis is officially my favorite person on the planet,164443 +Russian President Vladimir Putin says climate change good for economy https://t.co/Qmi2hJmEk8,646128 +"@kurteichenwald If someone could convince him of climate change, enough of the country would believe it for it to matter.",26297 +RT @ClimateReality: The conversations we’re having about climate change are more important than ever. https://t.co/C0fW10XAD5,641969 +RT @Leek3seventeen: 2017... day 193 of 365 ... a state sized chuck of ice broke off a solid continent & ppl still deny global warming.…,593800 +Polar bear numbers to plummet by a third because of global warming https://t.co/TmVpLRjGOK,256579 +RT @Daniel63556494: @MrBravosBioClas Humans are a big cause of global warming 82% of human C02 emissions are from burning fossil fuel #MrBr…,805014 +RT @Fusion: America is about to become the only country in the world with a leader who doesn’t think global warming is real.…,418189 +US diplomat in China quits 'over Trump climate change policy' https://t.co/6kHj1fp6ao https://t.co/7aPGssWAkj,640885 +"RT @washingtonpost: We only have a 5 percent chance of avoiding 'dangerous' global warming, a study finds https://t.co/2jvJX5T5ZI",497723 +@BreakfastNT @GerHerbert1 good old pretend global warming. All a big fad to generate more tax for the government,627483 +RT @AcostaAdella: Do you believe in global warming?,654700 +"RT @fml: Today, my country elected a man who thinks global warming is a hoax. FML",237079 +RT @EnvDefenseFund: The coming battle between the Trump team and economists over the true cost of climate change. #ProtectAndDefend https:/…,432087 +"RT @UN: Transport is part of climate change problem, #SustainableTransport is part of solution! Find out how in this new…",572031 +RT @WorldResources: Trump's #climate policies are 'wrongheaded'- even the Pentagon has called climate change a 'threat multiplier'…,962862 +Pakistan ratifies Paris Agreement to fight global warming https://t.co/vX3Tk20ZoZ https://t.co/vdDA5bJ1ht,73015 +We have BIG goals for 2017 to prevent climate change in Waltham. Want to find out more? Tweet us or email WalthamMO… https://t.co/Jv7l45jxWt,308754 +RT @THECAROLDANVERS: liberals are so annoying... have fun working to fight climate change w/ a person who believes climate change is a m…,686614 +"RT @UnvirtuousAbbey: For those who think that the biggest problems we face aren't climate change, income inequality, or health care, but im…",620529 +Earth hour tonight from 8.30-9.30.. Turn all your lights out to show support for climate change ��,342626 +@schestowitz And it seems like you're saying there was no climate change before the scientific method was described so....,875135 +RT @climatehawk1: How do we know humans are causing #climate change? Nine lines of evidence | @EnvDefenseFund https://t.co/e7nyhXgMza…,135651 +RT @latimes: UCSD scientists worry Trump could supress climate change data https://t.co/vhTEZbadUh https://t.co/0I71V4BaPl,566883 +@realDonaldTrump @foxandfriends Seriously WTF is your mental disorder? You are an enemy of climate change and the planet. You are sick.,708737 +"RT @ECOWARRIORSS: In Greenland, a once doubtful scientist witnesses climate change's troubling toll https://t.co/tX897022WE",771565 +"RT @taebeingtae: i still can't believe this gif of taehyung saved the human race, stopped global warming and watered every plant on… ",146085 +US SENT $221M TO PALESTINIANS IN OBAMA'S LAST HOURS-including $4M for climate change programs and $1.25M for U.N. https://t.co/Gt02OCVafB,713094 +"The coastline, for when we cross it, it is an early warning sign that climate change-fuelled flooding will kill us… https://t.co/M0JO1aafIW",540959 +Agriculture victim of and solution to climate change - https://t.co/eCXURF620v https://t.co/lt5cOBDIwV,824998 +"RT @JamesSurowiecki: Bizarrely, even Kim Jong-Un is more realistic about climate change than Donald Trump is. https://t.co/AVkQwiy979",387636 +"Left: climate change will kill us +Right: climate change will not kill us +Centrists: AI will kill us",6977 +the earth is flat global warming is fake ghandi is still alive keanu reaves is immortal,581176 +"RT @azprogress: Anyone who denies climate change, is not fit to hold public office. #EarthDay",272574 +Also climate change and this city drowning,312899 +"RT @GeorgeTakei: Trump's M.O. is to raise hopes to distract, then do the opposite. Like meet with Al Gore, then appoint a climate change de…",405772 +Absolute moron - #EPA head Scott Pruitt denies that carbon dioxide causes global warming https://t.co/Ooh2UyUZkE,423226 +RT @Pat_Riot_21: @TrumpkinT @ProducerKen @ChelseaClinton I gotta pee ... can't decide if it's because of global warming or the Russians,15617 +Is it really global warming or climate change? Antarctica has been a 'hot spot' lately... #Antarctica… https://t.co/gR5xzqIJHD,73801 +"Much caused by a climate changing, which it is, whether or not you believe global warming. +Only fools do not listen. +https://t.co/zxovz4NvbJ",581076 +RT @DHeber: New study confirms NOAA finding of faster global warming | John Abraham https://t.co/oJ8ZEecc2U,763519 +RT @risj_oxford: ‘Digital media are shaking up reporting on climate change’. James Painter on his new RISJ book: https://t.co/LpcypTnoqo @T…,916909 +Yeah larries are also the reason for global warming... what's new https://t.co/QCLPDry5HG,646077 +RT @barbosaandres: Humans causing climate change 170 times faster than natural causes https://t.co/age7bxUxct,551261 +RT @business: The U.S. has a lot to lose by not leading on climate change https://t.co/ismxnHhzpI https://t.co/0AMv4TtALJ,182472 +RT @ramadeyrao: Climate change-@HillaryClinton Taking on the threat of climate change and making America the world’s clean energy s…,180047 +"In shift, Trump says humans may be causing global warming... #News #Seattle https://t.co/3b7pqkfqAS",986479 +"RT @dangillmor: Why cable 'news' sucks, Part 35,754: who's gets to discuss climate change on TV? Not scientists. https://t.co/sV0YtnimA7 /b…",238659 +RT @VICE: This guy is walking across America barefoot to protest climate change https://t.co/eXVuKBMtfy,76266 +"RT @thenoahkinsey: First Donald Trump chose a climate change denier for EPA, then a public school hater for Dept of Ed. + +What next- Voldemo…",98479 +RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,177204 +RT @PopSci: How algae could make global warming worse https://t.co/CrMjm8TaEb https://t.co/bhW9IRGagH,298152 +RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,328729 +RT @Fusion: America is about to become the only country in the world with a leader who doesn’t think global warming is real.…,297260 +"RT @hurricanetrack: Shortly after Trump signs order to unravel climate change regs, I'd like it if WH staffers turn thermostat way up - jus…",567264 +RT @erunyueng: Still cant believe America elected someone who said global warming was a hoax.,329437 +RT @businessinsider: A new study just blew a hole in one of the strongest arguments against global warming https://t.co/Aexecc5ruf,985621 +RT @rickygervais: The Whitehouse is being filled with creationist climate change deniers. But on the plus side God will give your grandchil…,789426 +RT @cnni: The kids suing Donald Trump over inaction on global warming are marching to the White House https://t.co/XH83XpBJdX https://t.co/…,246326 +"RT @guardianeco: New coalmines will worsen poverty and escalate climate change, report finds https://t.co/4EHmQn1Z3t",933736 +Clown preaches fear from the altar of man-made global warming: https://t.co/JhoNOLPXKg #climate,378617 +RT @gelliottmorris: The earth is *literally* melting and we have a President-elect that claims climate change is a Chinese hoax. That’s…,254499 +RT @kwilli1046: Guy who founded the weather channel says global warming is a hoax based on faked data. 'Listen Up' - Liberals https://t.c…,174922 +Pleistocene Park Russian scientists fight climate change with woolly mammoths https://t.co/FCSSvEIeYH and then...... https://t.co/4tUKSgACFy,312720 +RT @tjfrancisco74: 25 senior military/national security experts: climate change presents a significant risk to U.S. national security https…,568863 +Overfishing could be the next problem for climate change https://t.co/FibMSv5D0P https://t.co/70waVsLZ1b,903966 +RT @AlexCKaufman: A majority of Americans we polled disagree with the White House's hardline stances on climate change. My story:…,730989 +Trump admits 'some connectivity' between climate change and human activity - CNN https://t.co/x4fRHCezws,191303 +Venice could be underwater by the end of the century - thanks to global warming https://t.co/RfCstyItiA,261053 +"HuffPo's rendering of Dan Rather's climate change denier monument a great burial marker for journalism - +https://t.co/MTwXBKAXo3",179969 +RT @SenSanders: We have a president-elect who doesn’t believe in climate change. That’s frightening for this country and the world.,411209 +"RT @NationofChange: New study confirms findings of faster global warming, despite what the #GOP claims https://t.co/Te1HjrXSjr #ThursdayTho…",293338 +RT @YaleE360: NASA’s world-renowned research into climate change will be eliminated under a Trump administration.…,224041 +Green News: How a rapper is tackling climate change https://t.co/iiGvnoM6pz,627912 +"Seeing film #Lincoln sad that #Republican pty that abolished slavery now threatens earth w/arms race, climate change denial & lunatic leader",763334 +RT @jonny290: Reminder that the main anti-climate change argument has shifted from 'It's not real' to 'We didn't cause it so we d…,769155 +RT @climatehawk1: .@BillMcKibben talks #climate change battle on 'Real Time' - @RollingStone https://t.co/yXJMVR5SLp #globalwarming…,93337 +climate change is real in cannes https://t.co/BNNdg9SVr5,802385 +"In rare move, China criticizes Trump plan to exit climate change pact https://t.co/6yxcm94Xsk via @Reuters",42183 +RT @thinkprogress: Republican remains a town hall no-show as climate change claims spotlight in Virginia https://t.co/jT44WfINxP https://t.…,407596 +"RT @nay3ni: As climate change heats up, #Arctic residents struggle to keep their homes #Arctic #Arctic https://t.co/DFhKKHHrLp",368054 +"RT @tomjwebb: Can we now stop asking public figures if they 'believe in' climate change, and instead ask them whether they 'under… ",618952 +"RT @goddersbloom: The irrepressible Mark Carney has set up a Stability Board to harass businesses on 'plans for climate change' +FOR GOD'S…",648741 +"@Litsaki97 Lie: it's just bubbles; think Disney +Truth: global warming",877147 +"And you're one of the idiots as there's no such thing as global warming !!! Please resign Trump, you stink !!! https://t.co/VC0nRl6Gv6",996306 +RT @BBCEarth: Images of polar bears can only go so far to instil an understanding of the consequences of climate change (Via @qz)…,154289 +"RT @fiscal_penalty: Despite the global warming, Alaska has had very little, if any, warming since 1977 (except Barrow), as shown below: htt…",333682 +"RT @CountessMo: 'We’ve known...climate change was a threat since...'88, & the US has done almost nothing to stop it. Today it might…",746454 +RT @fuckincody: im just not alright with a president not believing in climate change and his vp believing electroshock therapy will 'cure'…,504683 +RT @velvet_rope: Ciara did not invent physics eleven years ago just for y'all to come and deny climate change https://t.co/XX1R089RrA,455348 +WHEN will the christians realise this is global warming not jesus,744762 +Donald Trump says global warming is a Chinese hoax. China disagrees. https://t.co/ozJkxQlswQ via @MotherJones,153848 +RT @ianbremmer: You know who doesn’t care about climate change? Everybody. #GetReady https://t.co/3CgxfwUGPp,429721 +RT @dwtitley: Don't suffer from a failure of imagination. Noah Diffenbaugh a leader in attributing wx events to climate change. https://t.c…,460217 +RT @SarahBaska: when ur at a party and u remember ur president doesn't believe in climate change https://t.co/N1m9PCfiEY,622753 +RT @postgreen: The coming battle between economists and the Trump team over the true cost of climate change https://t.co/PgmOwuVDbK,925836 +RT @seaintlsilvia: It's official: Americans voted @JimInhofe as the nation's worst climate change denier. RT to congratulate our #ChampionD…,140313 +"RT @RealJamesWoods: '...an alternative to cremation, which critics say causes pollution and climate change.' #ClimateNumbskulls https://t.c…",498154 +Very interesting on communicating climate change. Via @dbcuervo 'Global warming sounds scarier than climate change' https://t.co/da5O80zatr,848278 +"RT @SaysHummingbird: Trump be like...climate change is still a hoax. + +(via @trumpenings) https://t.co/7sWehgTbjL",694120 +"RT @BloombergNEF: Asset manager asks for transparency on climate change impact on business, as it is a significant risk to many https://t.c…",614569 +Drinking ICED FUCKIN COFFEE lovin life shouts out to global warming,511015 +"RT @NBCAsianAmerica: For these Pacific Islander women, global warming is an immediate threat. https://t.co/pGzsjAlHtd",56117 +"RT @americanzionism: The person who wrote this article is a member of JVP, a hateful org that blames Jews for global warming, & is try t…",97915 +Why Severe Turbulence On Flights Could Be Much Worse In The Future https://t.co/JZhTDc45Rx The practical impacts of climate change,684968 +"@malmahroof37 #ScottPruitt claims CO2 is not a primary contributor to global warming? Which is worse: is Pruitt a liar, an idiot, or joker?��",290122 +"RT @UNDPasiapac: Nepal & @UNDP begin work on new climate change adaptation proposal to reach 100,000 vulnerable ppl…",896238 +RT @megan_styleGF: Could reporters stop asking if political leaders 'believe' in climate change and start asking if they understand it inst…,105501 +The most damaging part of Trump’s climate change order is the message it sends https://t.co/J50mZhmvf8 via @voxdotcom,155182 +"RT @simoxenham: I was certain this award would go to climate change, but this has to be the scariest graph of 2016 via… ",243396 +@FoxNews @EPA @EPAScottPruitt he is smarter than the scientists that have studied global warming! Hey look it is the earliest spring ever!,425069 +RT @motherboard: The hits keep coming: Trump's choice for Secretary of the Interior thinks climate change is 'creative writing'…,3804 +RT @SenSanders: We have a president-elect who doesn't believe in climate change. Millions of people are going to have to say: Mr. T…,92161 +Discussion about global warming: story of Tangier Island is a reflection of the decisions we will be making over and over again. #METal,360732 +RT @SenSanders: We have a president-elect who doesn't believe in climate change. Millions of people are going to have to say: Mr. T…,850932 +China warns Trump against abandoning climate change deal - https://t.co/1g91ZyA9TR,20149 +"RT @SierraClub: The EPA deleted any mention of climate change from its website, reflecting Trump’s “priorities.' https://t.co/8AWJ71n51s #…",695895 +"RT @Tombx7M: Political correctness could use a little climate change. +#wakeupAmerica #tcot #ccot #morningjoe https://t.co/30fBcx0Tqp",972635 +"RT @WalshFreedom: Obama took a private jet to Milan, then drove in a 14 car motorcade to give a speech on climate change. + +Ok. https://t.co…",986282 +RT @renyuwe14: You're so 🔥 you must've started global warming. 🙊 https://t.co/MShno2y1js,568549 +RT @SenSanders: We have a president-elect who doesn’t believe in climate change. That’s frightening for this country and the world.,434652 +RT @CarolineLucas: The moment the Government accused me of 'lacking humanity' for mentioning climate change policy in relation to Hurr…,507521 +RT @bengoldacre: Green politicians' weird anti science thing really is tiresome and unhelpful esp given their climate change desires https:…,263473 +RT @bengoertzel: Clinton functionaries unethically tried to suppress science skeptical of climate change orthodoxy https://t.co/KWtY9v0Enu…,267646 +RT @awhtiman: LL Bean making the most of climate change https://t.co/Epxoz2zx3b,149939 +"RT @Bergg69: Exxon knew of climate change in 1981 & still funded deniers! +https://t.co/YaGNdjvYuz +#cdnpoli #onpoli #abpoli… ",274077 +RT @worldnetdaily: 'The 'climate change' mantra has always been about promoting two things – global governance unaccountable to the... http…,776304 +RT @AndyBengt: Vi ska inte glömma vem som är vice president. Mike Pence anser att homosexualitet är en sjukdom och att 'global warming is a…,370879 +@RWPUSA And climate change is a bigger threat than Russia.,404861 +RT @Recode: Elon Musk says he talked to Trump about the travel ban and climate change https://t.co/YsLRwWIGon via @Recode https://t.co/NVcV…,204227 +"RT @WhiteHouse: “Without bolder action, our children won’t have time to debate...climate change; they’ll be busy dealing with its e… ",819486 +RT @JuddLegum: Secretary Zinke told 5 lies and 1 sad truth about climate change in 3 minutes https://t.co/18QPNGtIdH https://t.co/h2qZvsMEjr,142966 +RT @SenSchumer: Tillerson won't lift a finger on climate change & won't rule out Muslim ban. I won't vote for him. https://t.co/GwBl1Aps7M,818701 +RT @annemariayritys: 'Paris Agreement 2015/Art.2: Aims to strengthen the global threat of climate change.' https://t.co/nb9jer5Vrs…,274044 +RT @ClimateChangRR: Look at all the climate change deniers vying for jobs in the Trump administration https://t.co/F0XEEEFgbS https://t.co/…,665722 +@washingtonpost Because Rick Perry doesn't actually KNOW what a human being is or what climate change is or that th… https://t.co/kyXRdNJiN2,421305 +EPA head stacks agency with climate change skeptics: https://t.co/gw2sdOspBy https://t.co/UAh9518FT3,704236 +"RT @climatestate: Christians, as stewards of the Earth, have a moral obligation to do something about climate change and the threat... http…",349774 +RT @jnthnwll: you could've hosted a cookout in Antarctica today but your President thinks global warming is a joke,635513 +"RT @Valeria_DelCC: Please watch the documentary, Before The Flood. Whether you 'believe' in climate change or not, it's a wonderful and inf…",652424 +And I'm feeling like total shit sitting here cz i just started the lesson on global warming. And how each one's bit helps. #FuckTheSystem,146233 +World leaders duped by manipulated global warming data - Daily Mail - https://t.co/SaYiwf7H1p https://t.co/TxhrwulAhL,676332 +RT @realDonaldTrump: The global warming we should be worried about is the global warming caused by NUCLEAR WEAPONS in the hands of crazy or…,696485 +"Nevermind, actually. Too many other countries have been hit harder with more drastic consequences. It's climate change y'all",474898 +@7Kiwi @GeorgeMonbiot Sounds like climate change to me,939207 +RT @csmonitor: Where did the myth of a climate change 'hiatus' come from? https://t.co/4ZshDk6izW https://t.co/ykfLDuA7JF,135234 +RT @whteverrachwant: how elected officials try to tell us global warming doesn't exist when the weather jumps from fall to summer lol,4494 +19 House #Republicans call on their party to do something about #climate change https://t.co/iHwHrot3Vn #climateresolution #climatedenial,678001 +"@EUflagmafia Rees-Mogg is climate change denier with fracking links,add Leadsom,Johnson,Farage,Murdoch,Dacre,Desmond etc,rush 2 tear up regs",505970 +RT @GeorgiaLogCabin: Nasty global warming advocates https://t.co/bnR0TFdb39 #Economy #National,656254 +RT @SenSanders: The Dakota Access Pipeline would be a huge blow to our fight against climate change. #NoDAPL https://t.co/47m6yUu4m5,552023 +RT @CivilJustUs: How do they expect us to care about global warming with all this penguin on penguin crime?? https://t.co/HypysWHvVV,561933 +"RT @NatGeoChannel: Watch #BeforeTheFlood right here, as @LeoDiCaprio travels the world to tackle climate change https://t.co/LkDehj3tNn htt…",885448 +RT @billmckibben: Reading climate change in the mud on the bottom of Walden Pond--thanks to @curtstager for a fine piece of science https:/…,284977 +RT @ClimateReality: Donald Trump says “nobody really knows” if climate change is real. Scientists beg to differ. https://t.co/SQvtnhVRLd,455946 +RT @wef: Can blockchain help us to solve climate change? https://t.co/ZZQrQC8cxt https://t.co/QFSE02TxJ1,891808 +#triggeredin4words climate change liberal fantasy,349787 +@obyezeks Effect of climate change is real for the region. The region has reportedly attained never before measured… https://t.co/rwgdEC7ZHY,598581 +RT @YahooNews: Bad news on climate change: Antarctica sets new record high temperature https://t.co/yrmWXgAKkN https://t.co/gjiUbnatRJ,327527 +RT @elisamich0422: .#Trump just appointed a 'climate change' skeptic. Thank goodness! Another one who attended 7th grade science & lea…,631112 +"RT @sciam: A century of global warming, in just 35 seconds https://t.co/ry7vsXAqQo https://t.co/52DRygYdAe",780626 +RT @whiteyspeak: I believe in climate change however I question if humans are causing the warming. Is that allowed comrade? https://t.co/Zj…,617439 +RT @mitchellvii: Almost tempted to watch CNN tonight just to watch them lose their minds over fact Trump just nominated a climate change sk…,778454 +"It is way to hot today, that doesn't mean man made global warming is going to kill us, it just means that I live in a state with hot weather",411141 +"We can fix climate change, but only if we refuse to abandon hope | Zoe Williams https://t.co/CynqOK8wMD",694508 +Before the Flood--Leonardo DiCaprio speaks to scientists & world leaders about climate change https://t.co/x6Hy0p4gJf #climatechange,451340 +RT @SavageJoeBiden: Me in 20 years because the Trump administration is ignoring global warming https://t.co/e0hdxnsDnP,200823 +"RT @miel: one of the BIGGEST contributors to global warming is animal agriculture, specifically cattle. you can help by reducing beef & dai…",252827 +RT @TheDailyClimate: A massive Siberian blaze is an example of how climate change has impacted the Northern Hemisphere. @EcoWatch https://t…,997245 +"RT @piersmorgan: FULL INTERVIEW: +Prof Stephen Hawking on Trump, climate change, feminism, Brexit, robots, space travel & Marilyn. +https://…",593241 +Trump really doesn't want to face these 21 kids on climate change https://t.co/Cp6v3czbYv via #enews24ghanta https://t.co/aGkZ85359L,150780 +RT @ClimateHour: California governor tells climate change deniers to wake up http://t.co/LriboR9PpA #ClimateHour http://t.co/2pch8iBC4W,701541 +RT @Tom_Francois: LIBERALS are in panic mode! Obama is freaking out! NASA proves global warming is NOT REAL! https://t.co/Yg07K3WdUc,342006 +"RT @postgreen: For the first time on record, human-caused climate change has rerouted an entire river https://t.co/Ct4aWdBHYM https://t.co/…",182752 +RT @BBAnimals: The Great Barrier Reef was pronounced dead today......... Do you guys care about climate change yet https://t.co/PMXt9Ly6XU,597528 +"RT @hrtablaze: Potus destroys fake global warming advocates . �� + +Troll level 5000 + +#EarthDay https://t.co/8Ts1Esh4J5",979212 +To deal with climate change we need a new financial system https://t.co/hKF4SFmPFB,730965 +Bill Gates and investors worth $170 billion are launching a fund to fight climate change through energy innovation https://t.co/YDHh0FJ18c,705732 +"@SenatorWicker If you can #FindYourPark after a few years of legislated climate change denial under tRump, you let… https://t.co/rlIYLIMlRi",852885 +"RT @CECHR_UoD: New study confirms NOAA finding of faster global warming +https://t.co/HTEvK0MBTy +#climatechange https://t.co/SzM7uroBdD",567968 +RT @JerryBrownGov: Gutting #CPP is a colossal mistake and defies science itself. Erasing climate change may take place in Donald Trump’s mi…,58159 +do u ever have a good day and then remember that trump is president elect and that climate change is gonna destroy us all because me too,485485 +RT @NASA_Rain: TODAY @ 10am ET on Facebook Live join @NASAEarth as we discuss the impacts of climate change on NYC and Rio…,270505 +RT @TheLastWord: EPA chief Scott Pruitt says carbon dioxide not a 'primary contributor' to global warming https://t.co/XTVsVCePGq https://t…,221568 +RT @WorldResources: People are the primary driver of #climate change and government officials know more than enough to act…,261639 +"Your experience in climate change is how I feel about dog training & behavior. Science denial is real, and exhausti… https://t.co/zddVs9lUoM",493242 +"RT @nytpolitics: The Times reviewed an alarming draft report on climate change by federal scientists, who fear Trump will suppress i…",988625 +"RT @realDonaldTrump: It's freezing outside, where the hell is 'global warming'??",127890 +"RT @nathanTbernard: .@realDonaldTrump Scott Pruitt, climate change denier as the head of the EPA? Not good, Mr. Trump! https://t.co/fTFbNjN…",582873 +RT @sunlorrie: Not if Trump pulls the plug: Enviro Minister McKenna says global movement to fight climate change ‘irresistible’ https://t.c…,596848 +"RT @Meb7777i: Trump and the guy who invented the global warming hoax meet in Mar-a-Lago. Awkward, huh. https://t.co/shPQQECPo7 via @motherj…",653100 +Paul Kelly on climate change. #qanda https://t.co/1Tc3b0dHkW,681574 +RT @giseleofficial: “You may be surprised by the top 100 solutions to reverse global warming. ” https://t.co/YQJ5KXVCLN https://t.co/X2ghnR…,228139 +"Will Trump purge climate change scientists? - CNN - God, I hope #Trump cleans house in every federal agency. https://t.co/hkprgdP0P3",121922 +RT @newsduluth: New study says several northern forest tree species like fir and spruce won't be able to keep up with climate change https:…,941781 +RT @guardianscience: New study confirms NOAA finding of faster global warming | John Abraham https://t.co/0dKQagDWTo,169175 +RT @EJinAction: To slow climate change and speed up environmental justice https://t.co/ZGXbQk74oE via @HuffPostGreen,253167 +"RT @LastWeekTonight: If you don’t believe man-made global warming is a a silly issue, give to the Natural Resources Defense Council (https:…",715413 +@RogueNASA @BI_contributors What's that some fake picture showing fake climate change 🤣🤣🤣???,15656 +RT @politicalmath: This is a big problem w/ climate change solutions: the professional class is rich enough to shrug off the costs so…,825086 +@metoffice Surely this is evidence of climate change and not something to celebrate?,207315 +RT @thehill: Rex Tillerson signs declaration recognizing danger of climate change https://t.co/bwCpnug3uA https://t.co/fN7IdIkqqH,823519 +RT @350: 'Just four years left of the 1.5C carbon budget' -- we have to act NOW to prevent catastrophic climate change:…,369940 +RT @EcoInternet3: The continent that #climate change has not forgotten: Stuff https://t.co/4cMxg2zHMG #environment,359076 +"Things that won't be priority under Drumpf presidency: women, blacks, hispanics, lgbtq, climate change, immigrants, etc cuz they're not real",802295 +Bill Gates and investors are launching a fund to fight climate change through energy innovation https://t.co/7TYWX6Kayd via @qz,44252 +RT @datGuyKOFO: Dumping of industrial waste is also killing the earth's rivers & global warming is causing massive environmental di…,230042 +RT @peter1fahy: Globalisation and climate change damaging so many rural economies in Africa driving more to cities and on to Europe,663144 +RT @IslamAndLifeOFC: Prophet Muhammad ﷺ predicted global warming in a single Hadith & he warned us of our duty to strive to preserve the ea…,235342 +"RT @patagonia: If our elected leaders fail to approach the environment & climate change as serious issues worthy of urgency & action, it wi…",948529 +"RT @ClimateReality: Globally, women are often more vulnerable to the effects of climate change than men https://t.co/TouOd4AGyZ…",649033 +"RT @WestWingReport: President, who also calls climate change a 'hoax,' may not know that Syria's civil war also has roots in just that htt…",622688 +RT @voxdotcom: Latest on the Ezra Klein show: award-winning author @ElizKolbert says we've locked in centuries of climate change…,500735 +RT @Helvetas: We work with local communities to foster biodiversity and mitigate climate change. Learn more:…,295382 +RT @Jackthelad1947: Trump to sack climate change scientists & slash Environmental Protection Agency budgets #auspol #standupforscience htt…,982200 +RT @shuvi: And global warming with Chilli powder https://t.co/yqe9zEqzns,349178 +"RT @NYTScience: Gag order, schmag order: The Badlands National Park Twitter account went rogue with tweets about climate change https://t.c…",395381 +"RT @Sierra_Magazine: It's Monday, and ICYMI, Trump admin tells climate office not to say “climate change,' like weather is Voldemort.…",544107 +RT @ClimateCentral: More and more park rangers are talking about climate change https://t.co/nQZ0mFgvwC https://t.co/K8o6IsyBIe,538241 +RT @Seasaver: If everyone who tweets about halloween tweeted about genuinely terrifying things like climate change & overfishing…,591984 +RT @ClimateChangRR: How does climate change compare to other security risks? https://t.co/uR5eL1FUc7 https://t.co/cZ3vsQzzuN,45181 +RT @SenWarren: Dozens of incredible kids at Clarke Middle School wrote letters to me about climate change – here's my message back…,708342 +"World´s first museum of polar lands opens in France - PREMANON, FRANCE: As global warming reshapes the Arctic a... https://t.co/JB74yLlsNX",950412 +"RT @SierraClub: World has three years left to stop dangerous climate change, warn experts https://t.co/CiixSZzwiT (@guardian) #ActOnClimate",118586 +Adding climate change to the list of things I can't talk about with my sister. #denialist,833509 +"Voter suppression, economic inequality, anti monopoly laws & climate change (break up media consolidation). https://t.co/RAKhpAlZ6w",694880 +"So now you have national agencies, asked to delete tweets about inauguration crowd, climate change etc bcoz it doesn't fit Trump's opinions",501069 +climate change is coming for our necks https://t.co/MWfakbhJTV,537327 +RT @pt: They're really going all in on this global warming hoax. https://t.co/eG9Pbbrgva,736909 +"RT @GlblCtzn: While you weren't looking, President Trump just disbanded a federal panel of climate change experts.…",777838 +There was one big elephant in the room at the UN climate change meeting https://t.co/Ps50kSqDbw https://t.co/9bh1ycJe1E,14607 +RT @SethMacFarlane: HRC proposes installing half a billion solar panels by the end of her first term. Trump thinks climate change is a hoax…,198247 +"RT @hemantmehta: Don't worry, everyone. When President Trump does nothing about climate change, Florida will be the first to go.",532727 +"RT @insideclimate: In Trump, U.S. puts a climate denier in its highest office and all climate change action in limbo: @mlavelles…",971954 +"Trump attaccato per aver detto quello che già molti pensano, ossia che il global warming sia una balla inventata per interessi!",506983 +RT @Independent: On the frontline of climate change in the South Pacific https://t.co/804Nt6Wws3,740265 +RT @EnvDefenseFund: Don't let the Trump administration destroy our environment. Join us to fight climate change today! https://t.co/M2qV0Sf…,628974 +"RT @planetesh: Pls @SenatorCardin and @ChrisVanHollen, vote NO on this,: Senate energy bill would fan the flames of climate change https://…",273978 +RT @NatureClimate: Australia ratifies Paris agreement on climate change https://t.co/wylQ2KaQHh,890446 +@MikeBloomberg @LeoDiCaprio why aren't you vegan? meat industry contributes GREATLY to climate change and deforestation!,555626 +"@jakejakeny But if you like, let's reallocate whatever we're wasting on defense to fight an actual problem like climate change! 2/2",266376 +"RT @kylegriffin1: Pope Francis gave Trump a copy of his encyclical on climate change during their private meeting. +https://t.co/mPaGnL8GSE",555259 +RT @USFreedomArmy: It requires even more lies to support the global warming lie. Enlist in the USFA at https://t.co/oSPeY48nOh. https://t.…,605751 +RT @UberFacts: Should you care about climate change? This nifty flowchart will tell you: https://t.co/C6aQyOPNhX,642647 +Questionnaire to Energy Dept targets climate change conversations & shows a push to commercialize dept lab research: https://t.co/esifOquzwG,8695 +RT @gossipgriII: if global warming doesn't exist then why is club penguin shutting down,288654 +Kerry says he'll continue with anti-global warming efforts https://t.co/m0kpc8Drqv,420856 +"Arrogant Rep. Dave Brat ignites overflow Virginia crowd with climate change denial, ACA repeal talk https://t.co/vCAZBDh3iC",822637 +RT @latimes: Gov. Jerry Brown warns Trump that California won't back down on climate change https://t.co/ig8sxJGw2f https://t.co/eo85j1GK7j,495623 +RT @LordofWentworth: And played a key role in electing a climate change denier who will fry the planet. Well done Julian. https://t.co/zI2…,444782 +RT @Heritage: Did America’s NOAA publish exaggerated global warming to influence the Paris agreement on climate change? https://t.co/ymBljl…,598329 +RT @milesobrien: Did climate change make recent extreme storms worse? https://t.co/SGNKOHSLkg via @MOBProdScience,581704 +"RT @kylegriffin1: Energy Dept climate office has now banned use of phrases 'climate change,' 'emissions reduction' & 'Paris Agreement' http…",274996 +People really believe that global warming isn't real��,185975 +@Abdulghani72 climate change denial e.g. retaining supreme power over saving our planet. I admire what you guys have done. Admirable.,6500 +"We only have a 5 percent chance of avoiding ‘dangerous’ global warming, a study finds https://t.co/IPRkBn6ryW",4922 +RT @petefrt: Confirmed: NASA invented global warming by tampering raw temperature records. https://t.co/9on0KbSwnI #tcot #p2 https://t.co/6…,314724 +RT @davpope: 'Malcolm once endorsed common sense positions on climate change. Then he became prime minister' #marchforscience…,864689 +"RT @NPR: Some key figures from the Dec. 12, 2015, #ParisAccord, a global agreement on combating climate change. https://t.co/dNjlE9tfB2",890303 +"RT @Ragcha: Joe Heck voted to repeal Obamacare, defund Planned Parenthood and block measures to combat climate change. Wrong fo…",298217 +RT @ClimateHour: California governor tells climate change deniers to wake up http://t.co/LriboR9PpA #ClimateHour http://t.co/2pch8iBC4W,58759 +Why Pruitt's dynamically dumb approach to climate change? Peddles Junk Science pushing Trump’s Anti-Climate Agenda https://t.co/73hjWH7mMs,665061 +"RT @Earthjustice: Even as the Great Barrier Reef weakens from climate change, Australia pursues a climate-polluting coal mine… ",711365 +@cntraveller @Ray_Mears @Baglioni_Hotels Do you have any concerns over global warming?How do you justify your own carbon footpitrint?Flying?,53886 +"@realDonaldTrump fascist, misogynist holocaust & climate change denier liar #notmypresident under criminal investigation constitution2Trump0",639109 +RT @japandamanda: Never would have seen @BadlandsNPS's tweets about climate change if the government hadn't censored them. #thankyoutrump,955199 +Ita-Giwa hails Buhari on climate change agreement https://t.co/rZId8x3jRp,56403 +RT @business: China tells Trump climate change isn't a hoax it invented https://t.co/eWVQtI28t3 https://t.co/7qV3RfzTTE,986454 +RT @Qafzeh: Most Adaptive Species - Constant climate change may have given Homo sapiens flexibility https://t.co/BNQy8YYnWk https://t.co/hn…,725929 +RT @superdeluxe: Makes sense that an administration full of people who look like they died yesterday doesn't care about climate change,308560 +RT @Newsweek: Rex Tillerson used an alias to discuss climate change at Exxon https://t.co/DRz71A6WvJ https://t.co/h2hBzwCFaa,63259 +RT @factcheckdotorg: EPA's Scott Pruitt said CO2 isn't 'a primary contributor' to global warming. Scientists say it is: https://t.co/2TvR64…,893580 +"RT @saul42: Finally, Paris climate change agreement designed by crooks- #Trump is not buying this crap https://t.co/XVro1ojcAt",910594 +"RT @Oxfam: Last year, 190+ countries signed the #ParisAgreement promising help to those worst hit by climate change. Promises…",635622 +#Russian #President #VladimirPutin says humans not responsible for climate change -... https://t.co/ZWWTM9y6XL https://t.co/HRej7dVsPv,332270 +He makes no sense. A climate change denier for EPA? Not to mention everyone else is a bigot and incompetent! https://t.co/1GeCIETjj2,230361 +RT @ClimateCentral: National Parks are perfect places to talk about climate change and more and more rangers are doing it…,970928 +The nice thing about global warming is we won't ever have to wear coats. (Because we'll be dead.),987005 +"RT @CBSNews: As ice melts and temperatures rise, Alaska is fighting to stave off climate change https://t.co/2ihNIxJQg9 https://t.co/j9ZjPh…",599243 +"@Cuckerella Google 'Paris Agreement'. There is universal agreement that climate change is a real threat. This is not my opinion, it's fact.",415291 +RT @Independent: Donald Trump's views on climate change make him a danger to us all | @CarolineLucas https://t.co/6F0cIH9OSY https://t.co/f…,353090 +"RT @ddlovato: #IVotedBecause I believe in equality, we need comprehensive immigration reform, I am pro-choice and global warming IS real. #…",571695 +RT @ClimateCentral: No one gets climate change more than weather presenters. Watch their forecast → https://t.co/s6uVtz6YWz #2020DontBeLate,442038 +"RT @CanadianGreens: Instead of taking action, we're STILL arguing about whether or not climate change is even real. + +the longer we wait…",766968 +RT @fryan: Serious question: What happens to Florida's electoral college votes when global warming puts it under water?,572932 +"climate change may have been accelerated by the terrible whale culls of the 20th century, #OpWhales https://t.co/QCPsO9SSU2",770249 +RT @thehill: Sierra Club calls for investigation of EPA head over climate change comments https://t.co/2du2KJM3IF https://t.co/eb5z7Hx73s,380515 +President Trump disbands federal advisory panel on climate change https://t.co/PwaciSbn4z #ff #tcot,308454 +RT @hinhtam: @valerielynn730 climate change got me fucked up bruh,870967 +"@jrsalzman @claseur Solar cycles are the cause of climate change I believe, human activity not. Global warming is f… https://t.co/uYBlTxIvPg",35630 +A NASA scientist told us why Trump — his new boss — won't stop him from studying climate change - Business Insider https://t.co/CTAOy18zjv,809561 +RT @ChelseaClinton: Hi Karen- thank you for asking. Sadly: ⬆️global warming➡️ ⬆️displaced people➡️ ⬆️risk of child marriage. See…,51932 +"RT @OregonZoo: A polar bear researcher's 60-second explanation of climate change: +#PolarBearWeek https://t.co/ZMTz9DO9Z8",937854 +RT @PetraAu: Amazonians call on leaders to heed link between land rights and climate change https://t.co/bc38tu04NU,845936 +"$8bn pipeline rejected in 2015 for threat to climate change, 0 sustainable benefit to economy; less than 50 permane… https://t.co/Rtc1fE72SL",48136 +RT @THECAROLDANVERS: everything in the world is depressing... my life... climate change... politics... penguin on penguin violence... ci…,337375 +Application of statistical method shows promise mitigating climate change effects on pine https://t.co/pVonoR7jMq #science #health,129260 +"RT @AltNatParkSer: The @USGS has a full list of US agencies running climate change programmes. Could they ALL be wrong, Mr President? http…",651061 +"RT @StillBisexual: 'In other words, bisexual men are like climate change: real but constantly denied.' https://t.co/PQRfuKhaIJ @Fusion @SLA…",949433 +RT @CivilEats: Is modern agriculture cultivating climate change? https://t.co/s7akNTme99,38474 +@CBCNews just like a bunch of lemmings...about to go over the cliff...to propogate the climate change 'lie'.,780400 +RT @NRDC: We are inseparable from the natural world. Help us fight climate change: https://t.co/gvTpolr1W7 #NoPlanetB https://t.co/8qusfFs7…,900148 +"Few things will fight poverty, climate change and food security better than improving India's small farms. One Indi… https://t.co/3yCGXN1Zq3",717361 +اسم المادة information technology for the health professions ' ' ' global warmingالـ ش ك و ؟؟؟,315768 +RT @jswatz: American Meteorological Society writes to EPA head Pruitt that human-caused climate change is 'indisputable':…,1094 +@RickeyLane14 global warming will do it to you,371575 +"Google is being very odd, we know they manipulate search results, but I woke up to a climate change documentary loaded up on YouTube...(1/2)",334703 +RT @kt_money: A petition to help keep climate change denier Ebell away from the EPA. Please sign and share! https://t.co/Y4dcA7hmFe,347301 +"RT @yahya_sarah: Remember, job insecurity, housing unaffordability, pressure, climate change etc impact young people and their health. #qan…",333023 +RT @BelugaSolar: Traditional power generation pollutes the air and is a leading cause of U.S. global warming emissions. Help reduce…,760539 +RT @chrisconsiders: make 2017 the year we fight against climate change. Eat vegetarian one day a week. buy one less pack of water bottles.…,986393 +Read how entrepreneurs in the Philippines are tackling climate change: https://t.co/L5oQyXZyNq #GEW2016 https://t.co/UvfdJTMLFv,113410 +RT @drvox: A rare sight in US politics: someone who understands climate change grilling someone who's trying to BS about it. https://t.co/9…,533841 +RT @SenSanders: If we don't address climate change there'll be more conflict over limited resources. We must listen to scientists not fossi…,646375 +"#NHL season still going on in mid summer. Predators had better win the Stanley Cup soon, before global warming melts the ice.",208765 +RT @CNN: Kids are taking the feds -- and possibly Trump -- to court over climate change https://t.co/oGw21W7Skw,874552 +"RT @FoxNews: .@MeghanMcCain: 'If you're on the left, climate change is a complete and total religion.' #Outnumbered https://t.co/illicC5dyF",581056 +RT @JonathanCohn: .@BernieSanders calling out media for largely ignoring issues like climate change and our broken health care system.,564133 +pretty sad really how much the earth is being destroyed by humans and climate change #BeforetheFlood,238576 +RT @petras_petras: First good news in 2017- UN declared the Baltic States as Northern European countries. Political climate change! https:/…,771517 +RT @frankieboyle: Let's look on the bright side. Maybe climate change will kill off humanity before a Global Fascist government can start t…,569298 +RT @middleageriot: The same people who reject climate change think the Flintstones are historically accurate. #TrumpTransition #ScienceMatt…,362439 +RT @NinjaEconomics: A climate change economist sounds the alarm https://t.co/m3Hw5TYpFG,313524 +RT @redsteeze: Guys we can't ignore global warming anymore. This February is by far the greatest on record.,453646 +RT @NewsHour: MIT accuses President Trump of misusing its research on climate change in yesterday's announcement to leave the Par…,267618 +RT @JohnnieOil: @brianlilley @Banks_Todd well the Heath ministers should've went disguised as 3rd dictatorships looking for climate change$…,552103 +RT @SustainBrands: 64% of Americans agreed it was key to elect a @POTUS who understands that climate change is real... WHAT HAPPENED?? http…,922833 +What @realDonaldTrump presidency means for climate change action: https://t.co/KYVzylsE64 https://t.co/gpPr5TKuYD,161548 +RT @Rigel9000: The USDA has been instructed to use the phrase 'weather extremes' instead of 'climate change' https://t.co/RbTmO2V7ae,547728 +alertnetclimate: 8 in 10 people now see #climate change as 'catastrophic' risk -and are ready to act on it https://t.co/iELx4wcyML,882173 +RT @pablorodas: #CLIMATEchange #p2 RT California Gov. Jerry Brown defiant on climate change. https://t.co/7rLtNH5UZl #COP22 https://t.co/hK…,196745 +RT @peterdaou: Sometimes you just have to laugh. Pence isn't sure why climate change is such a big issue. https://t.co/69EkFhri3b,329376 +RT @AnitaAnimalkin: @iainbyrne @DianeRedelinghu I certainly think climate change is playing a big part in the yearly weather patterns.…,561279 +"RT @foe_us: 84 percent of people now consider climate change to be a 'Global Catastrophic Risk.' + +https://t.co/xf2anukbQ3",152362 +Ill start believing in global warming when it stops being cold as hell late march,577289 +#UAE #environmentalists say fight against #climate change must continue. @TheNationalUAE https://t.co/ZQDCKFwSks,569331 +RT @WSCP2: Obamas fiddled global warming data: *Shamelessly Manipulated* - https://t.co/YerkoubZAh #ClimateScam #GreenScam #TeaParty #tcot…,797033 +"RT @ClimateDepot: Spencer mocks: 'Normal people call it weather. More enlightened people, in contrast, call it climate change' https://t.co…",697697 +Can combating climate change coexist with increased US oil production? https://t.co/gkEByfGUnG https://t.co/kNRFydem3I,705751 +Is it climate change or global warming? https://t.co/3Whq0DTY8r,780961 +RT @KKelseyBITCHH_: Polar bears for global warming https://t.co/8JsbiG0TfP,607260 +RT @BBAnimals: The effects of global warming https://t.co/twFnLF4XNw,56078 +Wearing shorts in the middle of November. Seems like a global warming thing. @realDonaldTrump,233570 +RT @vicenews: Bill Gates and other billionaires are launching a climate change fund because the planet needs an 'energy miracle”…,900516 +"@BillMeck @JonahNRO Nah, just more climate change denial from those not qualified to deny",526766 +RT @BernieSanders: 'The concept of global warming was created by and for the Chinese in order to make U.S. manufacturing non-competiti…,950781 +"Lol 'climate change is serious guys' + +Do something about it",445119 +"RT @ChrisBarnes1994: I'm more certain climate change is real than certain OJ did it... and I'm pretty certain OJ did it. +#TuesdayThought",299523 +"RT @xpaddycake: *Earth goes through extreme climate change way before humans civilized* + +Yeah that's right + +'10 degrees hotter' + +Fucking hu…",700364 +RT @BernieSanders: #ImVotingBecause the future of the planet is at stake. Hillary Clinton will combat climate change. Donald Trump thinks i…,638191 +More proof that liberals are morons about climate change https://t.co/bVnfsgI5mX https://t.co/tWEyn4PxEe,746929 +RT @sierraclub: Ready for flooding: Boston analyzes how to tackle climate change https://t.co/WG2ts59T9l (@SJvatn @arstechnica),585971 +RT @ClimateChangRR: Marrakesh sends out strong signal on climate change https://t.co/KBo0RaHutM https://t.co/VdPf3LWs0z,568079 +"RT @DavidCornDC: Hey Florida, nice little Everglades you've got there. Thanks for voting for a climate change denier. See you in hurricane…",102283 +"RT @AmericanPapist: Since cold weather can never be a proof against global warming, according to you, why is warm weather always a proo… ",154483 +8 in 10 people now see climate change as a “catastrophic risk” – survey via /r/worldnews https://t.co/IhF4sOI4Dv https://t.co/ecnVZ8lbPZ,870534 +"@juliegoldberg a leading climate change scientist, and works to spread the word. He's written brilliantly how the r… https://t.co/EmOa9pLWan",367520 +We can still keep global warming below 2℃ – but the hard work is about to start https://t.co/VX6H9JJwSV via @ConversationUK,483579 +RT @Hannnuuuh: I cry for Mother Earth. The environment is going to die. Trump doesn't believe in global warming. He delegitimizes Her sickn…,846473 +"âš¡ï¸ “The Paris Agreement on climate change comes into actionâ€ + +https://t.co/f20AGAOSSn",863386 +Tillerson says US won't be rushed on climate change policies https://t.co/iQnpJAcNwh via @KSNNews,448491 +"RT @NatGeoChannel: Watch #BeforeTheFlood right here, as @LeoDiCaprio travels the world to tackle climate change https://t.co/LkDehj3tNn htt…",879144 +RT @JasonLeopold: Harvard study: Exxon 'misled the public' on climate change for nearly 40 years. https://t.co/TSymtM9ovT,661533 +@BoneySRL global warming is a real thing and it might have an impact but shit happens anyways hey so difficult to say for sure.,778544 +"RT @peta: Meat production is a leading cause of climate change, water waste, and deforestation. If you're concerned about our…",26334 +"Scots energy firm more transparent over climate change risks after complaint, claim lawyers https://t.co/aavZpQNiqj",568606 +"@featherbeds I’m creating a new think tank for climate change, would you join and post your tweet also at https://t.co/5FRPWXpvU7 ?",694622 +RT @MikeLevinCA: The G19 reconfirmed the Paris Agreement and a global strategy to deal with climate change. Trump reconfirmed his lack of…,176767 +"RT @SethMacFarlane: Are we looking at an America that officially believes climate change is a hoax? Sorry, everybody else.",787826 +QUARTZ: China got 30 countries to take a stand on climate change and protectionism—mostly tiny ones https://t.co/tkwGMHAwuT,765977 +"Existential by reports' - hey, this approach could work for climate change, political realities, etc! #Xkcd… https://t.co/IN9xBUHUWv",79002 +"you and your friends will die from old age, and i will die of climate change' + +DEVASTATING",628012 +RT @ZachWWMovies: Conservative America is literally stealing your jobs by denying climate change and renewable energy.,468570 +"@ASterling I’m creating a think tank for independent thinkers to solve climate change, would you post also at https://t.co/3nG3t7oJZI",989146 +Thank goodness for #AngelaMerkel Merkel to put climate change at centre of G20 talks after Trump's Paris pullout https://t.co/A0G0n10mpu,458415 +"RT @SamJamesVelde: It's 90 degrees in early November in Los Angeles, but you know ....according to Trump global warming and climate change…",677605 +"RT @TheDailyEdge: Well done if you voted Green. You helped elect a President who doesn't believe in climate change, loves coal and wants to…",896052 +"RT @NYTScience: How Americans think about climate change, in six maps https://t.co/WgRfWXnAEW https://t.co/y9FTSfDbI7",689114 +RT @yvezayntIaurent: when you're out enjoying the 70 degree weather in february but then remember it's all thanks to global warming https:/…,743964 +RT @climatehawk1: When #climate change starts wars | @johnwendle @NautilusMag https://t.co/rRMqd0EoqE #globalwarming #ActOnClimate…,562549 +"Sanders, Perry spar over climate change https://t.co/oZVaVWU8YT",609521 +المطر اللي حصل امبارح ده من علامات the global warming كفاية تخاريف ��,769546 +thorul means luthor so lena is basically trying to save the planet from global warming. protect this nerd,936010 +@kylegriffin1 @mcspocky The money would be better spent on funding for research and climate change. Also for zika r… https://t.co/KEHlYvW9Qr,28321 +RT @kylepowyswhyte: “Colonialism is essentially climate change”: Understanding the North Dakota pipeline struggle NITV @SEI_Sydney https://…,907350 +"RT @jamespeshaw: ...As well as a farmer, a refugee-turned war crimes prosecutor, two new Pasifika leaders and a climate change negot…",15176 +RT @Connect4Climate: Cities are leading the way in the fight against climate change. Join @Sustainia for a chat on #Cities100 solutions:…,619727 +RT @BitsieTulloch: Happy 💀🎃🕸! Want to see something truly scary? @NatGeo & @LeoDiCaprio made a great documentary about global warming: http…,755696 +"RT @TheRoadbeer: Nice try, pal: Michael Moore’s climate change alarmism hits logical snag https://t.co/QNdkibPWoV via @twitchyteam",659339 +Lawmakers move to protect funding for climate change research - The Hill https://t.co/V9PCRVhA3A,868242 +@RobSilver @sunlorrie Goldstein apparently thinks that climate change is a sellable product. Who knew?,878577 +"Well the weather outside is frightful +But the fire is quite delightful +Cos climate change is here +Oh dear! +#DuttonsChristianXmasCarols",27645 +@g7 Letter from @CANIntl to the @g7 sherpas https://t.co/8wwr0M7ahg. Make climate change a priority,94375 +RT @THECAROLDANVERS: everything in the world is depressing... my life... climate change... politics... penguin on penguin violence... ci…,96253 +@pinstripealley 'Brett Gardner thinks global warming is fake news',106662 +RT @savingpltravers: i almost want emma thompson to call back trump and say 'climate change is real' and then hang up,927688 +"RT @elongreen: just to note: Republicans have done everything possible to accelerate climate change, and news networks refuse to s…",174681 +"RT @HarryXmasToYou: muggles like: huh, a cloud shape like a skull... must be global warming.",5808 +"Ok, @Joy_Villa wore a #MAGA dress. #GRAMMYs So what!! She is a vegan and a feminist who believes in climate change. Not a Trump supporter",562069 +"RT @VillaltaEmily: Anybody that doesn't believe in climate change or global warming can go outside right now , remember its January and stfu",697588 +Bill Gates: global warming & china 🇨🇳 hoax. Via @yournewswire https://t.co/CeQMcseGiF,323681 +It’s time to respond to climate change in a way that protects & promotes public health! @LancetCountdown… https://t.co/5369bbqXlB,767676 +RT @nowthisnews: Donald Trump is putting a climate change denier in charge of the environment https://t.co/70mznCfRTz,23872 +@stephensackur can you interview more climate change profiles.Just watched before the flood @LeoDiCaprio @YouTube government needs to act!,901914 +RT #LookingForNews.>> USA TODAY #US China to Trump: We didn't make up global warming https://t.co/kRvCDc7KGH... https://t.co/GI3SWoKrTC,940000 +"@x_krystin_x it's not that people don't believe in climate change, it's more that they don't believe it's man-made",152867 +RT @benandjerrysUK: Did you know that eating pizza can help stop climate change... Find out how here > https://t.co/R3EorJcPIZ https://t.co…,174045 +RT @IJNet: Nepal is one of the countries most affected by climate change. Here's how its journalists are conveying the crisis:…,952247 +RT @Time4Depression: The bad news is that an incompetent hate monger is our president. The good news is that climate change will end humani…,420045 +RT @CJRucker: No shame: Weather Channel propagandists create video manipulating young kids to push ‘global warming’ fears https://t.co/AEn…,219993 +RT @WMBtweets: #2020DontBeLate: 'We have three years to act on climate change': https://t.co/pj2QhhkHRz https://t.co/h63owQxETt,384450 +How globalization and climate change are spreading brain-invading worms by @AdrienneLaF https://t.co/EGXuMmKp0s,284022 +RT @tashavanderbilt: Damn you climate change. https://t.co/SRXVPwZxCu,281768 +"In rare move, China criticizes Trump plan to exit climate change pact https://t.co/81uSvku4Yk via @Reuters",969999 +@awildrooster @ShahZaMk No we got a narcissist who doesn't believe in climate change and who just set us back for decades. Wish I was wrong,692396 +Scott Pruitt: climate change denier and bedfellow of polluter lobbyists. Reject his nomination as EPA administrator https://t.co/0Ybe3G38ID,566712 +RT @lizbatty: @ehorakova I am pretty down on the monarchy but if Charles wants to disrupt every state visit to talk about climate change I…,397080 +"RT @bennydiego: Trump has spouted misogynistic, racist, xenophobic & climate change-denying views every step of the way. I do not wish him…",400965 +Labor secretary who is against raising the minium wage. Dir of EPA who doesn't believe in climate change. What else have you got for us?,553873 +"RT @SenSanders: Mr. Trump may not know it, and his cabinet may not know it, but the debate about climate change is over. https://t.co/yRBBb…",314655 +RT @postgreen: Reports on climate change have disappeared from the State Department website https://t.co/Y6Cz1EW3fR,210043 +RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,66392 +"World has three years left to stop dangerous climate change, warn experts https://t.co/0ax53a05Q4 #climatechange #sustainability #cop21",888438 +RT @scifri: Next on #SciFriLive: How to talk persuasively about climate change. https://t.co/mzU0LaEmck,42015 +@katearoni2 @NolteNC NOAAs global warming data IS a hoax,155936 +"Cutting funding for climate change research, HUD, and meals on wheels.",456964 +RT @danichrissette: Can y'all believe donald trump actually believes climate change isn't real??? and there's people that agree with him???…,100619 +"RT @capbye: .@EricIdle +I think denying climate change should be considered a mental illness since climate has been changing since beginning…",165244 +RT @NatGeoPhotos: Here's what happens when an astronaut and an actor start a conversation about climate change:…,918091 +I'm scared of climate change and deforestation and war...basically of humans...,225368 +RT @Oddeconomics: Not adressing emergency preparedness would lead to an economic cost comparable to climate change if there is a glob…,809620 +"RT @1followernodad: ok a climate change denier heading the EPA is AWFUL, but what's that shade of lip stain my dude https://t.co/w8BKE4wZ3s",543287 +"EPA head Pruitt said CO2 wasn't primary cause of climate change, EPA received massive influx of calls & its voicemail reached capacity",858075 +#Seoul to introduce new car scoring system to fight climate change and air pollution: https://t.co/30khmEHKN6 #http://Cities4Airpic.twitte…,342041 +"RT @igorvolsky: Trump made sure to mention Melania's QVC jewelry line on WH site. + +Stripped it of climate change, AIDS policy ment… ",501333 +"RT @Bentler: https://t.co/sMXk4zLKAg +Record number of Americans see climate change as ‘serious threat,’ accept it is real…",688842 +"RT @fivefifths: The American South will bear the worst of climate change’s costs, @yayitsrob reports. https://t.co/KXxAHgxI3Y",259862 +"RT @ForeignAffairs: Under Trump, expect an end to U.S.-Chinese cooperation on climate change. https://t.co/Bq4rdMB5Gh",844239 +"RT @scifri: When trying to convince a climate change denier, try focusing on solutions. #DayOfFacts https://t.co/IdUpF3fP9D",939482 +RT @BarnabyEdwards: When are we allowed to say that oily little climate change deniers who associate wind farm advocates with paedophil…,851282 +RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,782419 +RT @realDonaldTrump: The concept of global warming was created by and for the Chinese in order to make U.S. manufacturing non-competitive.,156502 +"https://t.co/GrbC36YNJP +“Do you believe?” is the wrong question to ask public officials about climate change… https://t.co/0rIVzc3TQx",411451 +RT @tveitdal: Bird species vanish from UK due to climate change and habitat loss https://t.co/lC9YCf3CAB https://t.co/7tyFL6IB2F,778098 +"RT @mcspocky: Trump bans Punxsutawney Phil for refusing to spread his anti-global warming propaganda. +#GroundhogDay +#Orwellian… ",748621 +RT @voxdotcom: How progressive cities can lead the climate change battle https://t.co/GTk7C41wTk (via @Curbed),991104 +"RT @DanielH85442891: @Franktmcveety @breakinnewz1 @Steemit The Star wants Trudeau to demand action on labor rights, climate change in a rev…",429100 +We can still keep global warming below 2℃. Here's how https://t.co/M2wVbjTElZ #climate https://t.co/CWlqpAX84A,242868 +RT @SenSanders: If we don't address climate change there'll be more conflict over limited resources. We must listen to scientists not fossi…,383918 +RT @CarbonBubble: #ShellKnew: 1991 film made by oil giant warned of the dangers of climate change. https://t.co/tWih3nnOH4 https://t.co/16C…,665976 +RT @NatObserver: Support reporting on #animals and climate change. Pledge & get @Linda_Solomon @mikedesouza to speak at your event!…,464303 +"RT @lrozen: RT @clparthemore: In rare move, China criticizes Trump plan to exit climate change pact https://t.co/FZgRmCMOkN via @Reuters",136987 +#Agribusiness #Kenya #Africa.A new innovation to cure climate change $encodedTitle. https://t.co/Bcq49nmvdy,210063 +What global climate change may mean for leaf litter in streams and rivers https://t.co/Ufx8e4oI6C,931052 +RT @theheatherhogan: My choice is: two chill people riding effective public transit or a racist police state that denies climate change?…,726315 +RT @rabihalameddine: Trump calls global warming a Chinese hoax. Clinton emails.,430258 +RT @ConversationUK: NASA has transformed climate change communication – cutting its climate funding would be a huge mistake…,366927 +RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,303238 +RT @imcarolanne: my heart says nice weather but my brain is saying global warming https://t.co/zzObGqpmzA,485960 +RT @Caesar_Cheelo: @ZiparInfo says Zambia should consider coal as alternative energy given climate change & reduction in hydro-power produc…,300485 +RT @MarianneMugabo: I'm an #actuallivingscientist working on the effects of climate change on a host-parasitoid system and I also happe…,486143 +"RT @edstetzer: So today Trump sees climate change, won’t prosecute Clinton, disavowed the alt-right, and is against torture. + + I’m calling…",487258 +"RT @DepressedDarth: Dear Earth, + +This is the global warming you really need to be worrying about https://t.co/zJct20ywhL",86791 +Minister for clean technology in mitigating harmful impacts of #climate change: Dispatch News Desk https://t.co/evO32cpNXg #environment,483979 +RT @montaukian: World's biggest fund manager in 'Darth Vader-style' warning to company directors who deny climate change https://t.co/RWBKO…,557002 +RT @Wisethedome: If you believe in climate change why aren't you vegan?,651130 +RT @phaninaidu1: Many more happy returns of d day @LeoDiCaprio â¤ðŸ˜ hope you'll succeed wd ur efforts on climate change @vishnupspk_fan @sha…,240130 +They also have a song about global warming and how we should take care of our planet because we give it to our children,854919 +"RT @c6eth: Theresa May voted: +Against measures 2 prevent climate change +Voted FOR culling badgers +Against smoking ban +Against fox hunting…",126330 +RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,959514 +"RT @ThomasPogge: To avert climate change, it's necessary, & sufficient, to restructure the global economy. Personal virtue won't do. +https…",669369 +"Finally this guy is doing something right. I don't want to fund climate change! +https://t.co/0UocnkvZBv",906463 +"RT @NatGeoPhotos: Though visually stunning, this colorful view of a snow cave sheds light on our warming planet:…",251017 +RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,17936 +RT @AdamsFlaFan: The Paris Agreement on climate change has some surprising new supporters: the coal industry https://t.co/adWA3iR0pN,275097 +RT @nytimesbusiness: Trump questions the science behind climate change as “a hoax.” America’s top coal producers take a different tack. htt…,973737 +RT @Jackthelad1947: The Guardian view on climate change: Trump spells disaster #auspol https://t.co/XdtngUxBN5 https://t.co/gguIM5NAXL,398175 +"RT @NatGeoChannel: Watch #BeforeTheFlood right here, as @LeoDiCaprio travels the world to tackle climate change https://t.co/LkDehj3tNn htt…",549419 +"there's so much snow outside when will it stop, global warming where u at",830932 +"RT @_probablysarah_: I now have a president who thinks climate change is a hoax, and is willing to watch our plane die around us and not do…",62153 +@DJSPINtel Fighting global warming does require starving. Get your data from science not right wing propaganda,836743 +RT @ClimateHome: Corporate America is uniting on climate change https://t.co/y2VgzTauPF via @axios,688979 +RT @frontlinepbs: Proposals that would influence how climate change & evolution are taught in public schools gained traction in 2017…,467710 +#Reindeer are shrinking on an #Arctic island near the north pole as a result of climate change https://t.co/J85HHYjeib,786829 +how can u be so dumb and think that climate change doesn't exist,475922 +RT @physorg_com: New York skyscrapers adapt to climate change https://t.co/7kfNvTeMpY,756330 +A climate change skeptic is leading Trump's EPA transition — but these charts prove that… https://t.co/B0HfdCRtNk,129546 +"RT @kenklippenstein: As we prepare to spend the next 4-8 yrs debating if climate change is real, China just invested $361B in renewables ht…",283112 +Oh yeah there's no climate change *sits through day 5076 of rain with no forecast end in sight*,177141 +"RT @Kloppholic: Imagine trying to convince yourself that global warming isn't real and instead a conspiracy. Wake up, before it's t…",27227 +RT @TonyLaramie: headass this climate change means we all dying soon,991302 +RT @adamcoomes: Trump administration begins altering EPA climate change websites https://t.co/i1pjSTpfG9,769041 +RT @wef: The cleverest countries on climate change – and what we can learn from them https://t.co/El6Q3wnJMK @apoliticalco https://t.co/WnJ…,982553 +"RT @PhuckinCody: *watches a show about global warming* +Yeah whatever, doesn't affect me. + +*watches a show about bear attacks* +Would I be ab…",882621 +"RT @ReutersChina: In rare move, China criticizes Trump plan to exit climate change pact https://t.co/hUihq4qxTa",953530 +#earthquake let me guess liberals will say it is caused by 'climate change'.,834944 +@LiamPayne what do you think about global warming? 😅🌏 #askliam,561470 +RT @SeanMcElwee: More well paying jobs while saving humanity from catastrophic climate change. Sounds awful. https://t.co/DOqydrrFIj,384297 +https://t.co/Q81kKsILwl DeCaprio furthering lies of climate change! meets with our Trump! DeCaprio is a deceitful liar!. Tell him so!,521834 +This shouldn't come as much of a surprise. 45* rejects climate change so backing out of Paris Accord should be expe… https://t.co/hLjQp9oXDJ,878776 +Chicago mayor Emanuel posts EPA’s deleted climate change page https://t.co/rxSRbZrJSF by #politico via @c0nvey https://t.co/rRHDtzVLn4,800561 +RT @chriskkenny: except that global warming is global - and only global - so your argument is inane https://t.co/5wIbtC3SZp,332192 +RT @btenergy: The public & private sector must work together on climate change. @richardbranson is helping lead the way:…,626665 +"RT @BBnewsroom: New EPA chief continue to deny the facts of climate change +https://t.co/L0x1KZpphh",720978 +"RT @tribelaw: Fallacious to look for 1:1 correlations. Causation isn't linear but stochastic. Over time, global warming --> more…",471603 +SARRC states urged to cooperate on climate change - Daily Times https://t.co/SgZobs2oz5,840316 +RT @Salon: Americans plan to fight climate change with or without the federal government's help https://t.co/YFUq3hcYlw,270413 +"RT @cooperhewitt: Tomorrow 6:30pm, meet 3 designers whose collaborative projects address social, economic & climate change challenges…",666499 +It just absolutely blows my mind that in the year 2016 there are still people who don't believe in climate change. How can you be that dumb?,934904 +RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,750005 +RT @GlobalGoalsUN: Protecting people & planet are at the heart of the #ParisAgreement on climate change. @UNFCCC's @PEspinosaC explain…,370595 +"RT @Jamienzherald: How did climate change ever become a 'Liberal' issue? Storms, drought & ocean acidification can't really distinguis…",93511 +"RT @Dick_Trenchard: 'Whenever you produce better for less...that is climate change' Feeling inspired by Martin Frick, FAO's climate head @c…",389325 +die everyone yall useless piece of crap causing global warming dogs are better,285464 +"RT @PeteButtigieg: When the EPA head does not understand climate change, it endangers American communities--not just on the coasts, bu… ",537960 +China to Trump: We didn't invent climate change and it's no hoax https://t.co/M2wfxrfUbl https://t.co/MxIAnpvfxG,523402 +RT @nytimesbusiness: Hundreds of American companies are pleading with Donald Trump not to abandon gains made to mitigate climate change.…,453346 +RT @ChristopherNFox: 'China has already wrestled the mantle of leadership on #climate change from the United States' https://t.co/MIcq0BVaT…,286755 +"RT @IGG_NL: UN climate change conference COP22 is kicking off in Marrakesh, Morocco - it's #ActionTime! Follow the Dutch delega…",735544 +RT @matthaig1: I think if people want to ignore the science of climate change they shouldn't have access to the science of nuclear weapons.,737829 +RT @alessiacara: someone put my song on a spotify playlist called “global warming is real… let’s dance.” dance for a cause amiright https:/…,866869 +"In interviews, Trump's EPA pick questioned climate change, said Obama EPA rules would be undone… https://t.co/zS8Z1hG6NU",887135 +"RT @steph93065: Angela Merkel characterized climate change talks with Trump as “very unsatisfying.” + +The fact that she is not satisfied is…",539693 +RT @Achapphawk: Money won't matter here when the United States is under water due to climate change. https://t.co/xQmwg05Zm6,912791 +"RT @evanasmith: New study says if zero done on climate change, TX will lose up to 9.5% of its GDP per yr beginning in 2080 https://t.co/3nf…",32937 +RT @BernieSanders: 'The concept of global warming was created by and for the Chinese in order to make U.S. manufacturing non-competiti…,607228 +RT @austincarlile: Maybe all of you that don't think climate change is real will disagree with this one too: https://t.co/qYAyKysi84,678005 +New global database of #trees affirms: greater protection of #forests is needed to slow the pace of global warming. https://t.co/wgwriN47I7,547998 +@GOP Keep Denying Climate Science. #Idiots. Did climate change intensify Hurricane Harvey? @yayitsrob reports: https://t.co/hFSCeoY4u3,111384 +RT @ngadventure: This photographer spent most of his life watching Arctic climate change. Here's what he's learned. #MyClimateAction https:…,135862 +RT @GreenpeaceUK: World's biggest oil firms announce plan to invest basically no money in tackling climate change…,585961 +"@hockeyschtick1 Failed theories; the greenhouse effect, global warming, and climate change. The computer models don… https://t.co/DM4XkJNQPW",851295 +RT @IoneIy_night: just bc the US is in ruins doesnt mean god is coming. we aint the center of the universe. focus on climate change.…,876430 +@elliegoulding your music sucks and global warming/ climate change is a myth,161949 +"RT @ProgressOutlook: Scott Pruitt, who heads the EPA, doesn't think carbon dioxide emissions contribute to climate change.",265741 +"@RealJamesWoods Nah. Love her, but she's a global warming believing feminist.",469560 +RT @jne0908: @LIBShateSARCASM the scientific community that climate change is increasingly ruining the environment. Species are dying off a…,625147 +#GlobalBusiness 11 ways to see how climate change threatens the Arctic https://t.co/4VkHoaTuKy #HubBusiness #WEF https://t.co/zC5SDjgy96,843557 +"Humans causing #climate change up to 170x faster than natural forces, scientists say https://t.co/uWqeKhCYfS #anthropocene",246532 +"RT @DrJillStein: The #GreenNewDeal: +👷ðŸ¾ Jobs for all who need work +☀ï¸ 100% clean energy +🌎 halt climate change +✌ðŸ¼ wars for oil obsolet…",397532 +RT @thehill: Conway attacks CNN anchor for bringing up climate change during hurricane relief effort https://t.co/36rwEsEJIs https://t.co/m…,363915 +RT @csmonitor: How climate change dried up a Canadian glacier river in a matter of days https://t.co/l04LNgtYL4 https://t.co/EE4e4YdzOh,535584 +"RT @perfectsliders: Scientists Changing Temperature Data to Make It Hotter, adjustments responsible 4 the global warming shown by 3 separat…",195696 +"RT @1followernodad: parent: I'd do anything for my children! + +Scientist: here's how to stave off climate change so your children can stay o…",432742 +RT @NPR: Internet outcry after new policy action items replace topics like climate change & LGBT rights on White House site https://t.co/oR…,45471 +RT @SenSanders: If we don't address climate change there'll be more conflict over limited resources. We must listen to scientists not fossi…,147931 +Neenah boycotted global warming and is staying under 30 degrees in protest,351920 +List of excuses for ‘The Pause’ in global warming https://t.co/DRKPhClB66,728240 +Rick Santorum: I have ‘concerns’ about Rex Tillerson over climate change https://t.co/XdOcOr6Ghu https://t.co/momQijOvYR,15379 +RT @DavidPapp: China may leave the U.S. behind on climate change due to Trump https://t.co/rEB0oyEdVt,138964 +RT @Patbagley: Cartoon: If the media covered climate change the way it covers Hillary's email https://t.co/B93ZlKMkrp via @fusion,406562 +"RT @vanbadham: 'The meaningful issues Trump ran on.' + +Like claiming climate change is a hoax perpetuated by the Chinese? + +The Gree…",673979 +EPA head Pruitt: Paris climate change agreement 'all hat and no cattle' https://t.co/sYMAD0NlNm,6599 +RT @vicenews: Donald Trump’s unlikely climate change foe: corporate America https://t.co/PaCuRTkF8R https://t.co/lmWHU1xLmO,3316 +"RT @Acclimatise: Source of Mekong, Yellow & Yangtze rivers drying up - what is the role of climate change? https://t.co/pWx5AvPzFR https://…",963207 +"RT @SafetyPinDaily: “Wayne Tracker”: As ExxonMobil CEO, Rex Tillerson used an email alias for discussing climate change | @taylorlink_ +htt…",292792 +"RT @Brunothegrape: For the first time on record, human-caused climate change has rerouted an entire river https://t.co/CQkY1HCq8T https://t…",715826 +To me that would interfere in climate change for the worst. This is probably what climate change monies r all about… https://t.co/hZgfFQqjeD,901330 +"RT @nytimes: World leaders are moving forward on climate change without the U.S., declaring the Paris accord “irreversible” https://t.co/nb…",658591 +"David Attenborough on climate change: 'The world will be transformed' + +https://t.co/noj8qaAM63",700745 +"RT @ABCPolitics: .@realDonaldTrump vows to cancel 'billions' in climate change funds to UN, adds 'I'm an environmentalist' https://t.co/P1H…",684686 +@KaldrKate @OathKeepersMO @AVestige1 @lsarsour Ahhh ... more 'corrected' data? You do the same with climate change… https://t.co/qdAe2c2nih,585044 +"RT @dsquareddigest: Like climate change, there's no 'debate'. There's no interesting questions, it's just that some people don't like t… ",72912 +RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,292080 +"RT @tveitdal: With Trump as president, China—China!—will be the world’s biggest champion of fighting climate change…",775106 +"RT @SenSanders: Yes Mr. Trump, climate change is a 'hoax.' It was just a haphazard occurrence that that 13 of the 15 hottest years… ",429183 +"Global climate change has already impacted every aspect of life on Earth + https://t.co/sEqCQ9s6N3",79809 +RT @SallyDeal4: #EPA #Trumplies #EPA #ClimateChange Why Trump's EO on climate change won't help coal miners. It's abt OIL! Conjob! https:/…,710041 +"Trump’s chief strategist is a racist, misogynist, #climate change denier. We must #StopBannon. Sign on & share: https://t.co/3qnpAmN7DH",359322 +"Putting climate change deniers aside for now — even if you say after Trump’s over they can sign again, the momentum will be lost.",558178 +"RT @SenSanders: We need a cabinet that will take action to combat climate change, not deny that it exists and is caused by human ac… ",883974 +it's 7:07am and i have been crying for 25 minutes about polar bears losing their habitat because of global warming... happy thursday,796425 +Now Hollywood understands the impact of 'Climate Change' ....As we wait for those low budget movies on climate change ..,792125 +We are screwed if we don´t stop climate change,603149 +RT @BernieSanders: 'The concept of global warming was created by and for the Chinese in order to make U.S. manufacturing non-competiti…,412743 +RT @TheDemocrats: Trump's nominee to lead the EPA thinks his opinion on climate change is 'immaterial.” https://t.co/IEF2mC5LX0,899120 +The Muslim Mayor who said climate change is a bigger worry than ISIS. The same mayor who said big cities just have… https://t.co/d8elZ1NKHW,77176 +"RT @PopSci: If you live in the South, climate change could kill your economy https://t.co/JERitlWhug https://t.co/N23dWj0w6x",48054 +"RT @rvlandberg: In break with Trump, his pick to lead the Interior Department says climate change is no hoax https://t.co/CmcQGwrN9u via @b…",744133 +"RT @miel: one of the BIGGEST contributors to global warming is animal agriculture, specifically cattle. you can help by reducing beef & dai…",792380 +RT @CAFODSchools: 'I have seen with my own eyes the realities of climate change.' Here's Sophie's new blog from Ethiopia:…,450463 +"RT @mitchellvii: Phoenix just broke a heat record set in 1905! OMG, climate change! But wait, so it was just as hot in 1905? Sounds more l…",923478 +RT @brhodes: Some of us have children who live on planet Earth and would like it to not be ravaged by climate change https://t.co/q8nM0Kd1Df,825217 +@BigJoeBastardi This past week the left have been on a rampage over climate change. A full stop campaign. I wonder… https://t.co/KWKFecDjkW,92054 +RT @BernieSanders: #ImVotingBecause the future of the planet is at stake. Hillary Clinton will combat climate change. Donald Trump thinks i…,455204 +"@jenniferx007 Exxon has known about global warming since 1960's and part of their plan is to have genocide which + M… https://t.co/p9ub94Kfs2",166549 +RT @PatriotForum: Global warmists brace for snow dump on climate change narrative - #News https://t.co/uiTFZAahs9,864815 +RT @guardian: #GlobalWarning: 97% of academic science papers agree humans are causing climate change https://t.co/3n8F5fS2EE https://t.co/O…,736961 +When will people understand this about globalism & not global warming. Enlist ----> https://t.co/rRZgBcCxBO. Act!! https://t.co/sQACOxm7kl,495799 +"RT @whomiscale: ahem, ahem, [coughing on smog] sorry. anyways, global warming isn't real",988766 +"RT @verge: Fighting climate change isn’t a ‘waste of money’ — it’s a good investment +https://t.co/NtdNw19oRZ https://t.co/jMjkrzk0ko",440864 +@IkedaKiyohiko What would it be if there's anything we should be more concerned about the earth other than global warming?,7273 +Know anyone in need of a climate change denial “vaccine”? Hint: initials are DT https://t.co/nq90dd85vT https://t.co/tC5KFs4rsx #ClimateC…,114016 +"RT @impressivCo: @SenSanders Let's not forget that climate change is real, no matter what we hear in the media. Save our planet! https://t.…",713565 +@tinycarebot what if u afraid that nature is getting fucked up by global warming,713129 +"RT @UberFacts: President-elect Trump has selected Myron Ebell, a climate change skeptic, to lead his Environmental Protection Agency transi…",681654 +@tzeimet21 sounds depressing. 8/10 would recommend taking a 3hr class for a month about climate change bc we gotta save earth but also hw://,633587 +"RT @summerbrennan: Graham openly supports climate change science, and is vocal about defending it. https://t.co/V1hhU9578q",489731 +RT @SenSanders: Join me tomorrow on Facebook Live at 11:30 a.m. EST for a conversation about the movement to combat climate change…,71236 +RT @Fusion: 'Do what you can.' Actor and climate change activist @MarkRuffalo gives tips on how to become an engaged ally: https://t.co/2uc…,954902 +"America’s youth are suing the government over climate change, and President Obama needs to react - Salon https://t.co/z41TXOysfW",608676 +RT @Vaptor365: @GDamianou @ccdeditor It's not climate change. It's global warming. Or maybe it's something else now? Like huge BS?,841621 +@StJohnsTelegram It's amassing that anyone can remotely entertain the idea that we do not need to sit up and pay attention to climate change,938387 +"At the DOE's climate office, words like climate change, emissions reduction and Paris agreement are not welcome… https://t.co/dhzQgtows0",96791 +"RT @joanjuneau: Despite Trump’s threats, Obama administration announces bold plan to fight climate change https://t.co/4juWMHxTob via @Huff…",336255 +"RT @GaryLamphier1: It's not about climate change, it's about $: Vivian Krause on the US players who fund the anti-oilsands crusade: https:/…",654234 +RT @Varneyco: Eminent Princeton physicist says climate change scientists are 'glassy-eyed cultists'.. who will potentially harm t…,568095 +RT @nytclimate: The NYT obtained a draft federal report on climate change that sounds the alarm on warming. Will Trump release it? https://…,297199 +RT @NRDC: 'Our children won't have time to debate the existence of climate change. They'll be busy dealing with its effects” —POTUS #ObamaF…,63520 +Corals tie stronger El Niños to climate change,146672 +"RT @ardenrose: I can't believe anyone thinks climate change isn't real. You have to be either very stupid, or in the pockets of big busines…",156613 +RT @NPR: Honduras ranked No. 3 in the world on the list of countries most affected by global warming between 1996 and 2014. https://t.co/wE…,209688 +"What do you think? +George Monbiot suggest we say 'climate breakdown' instead of ''climate change'. We've been... https://t.co/ftWRXGTzUo",233240 +"RT @etonmessuk: You can draw a Venn diagram that links anti-feminists, climate change-deniers and people who voted for Brexit #nomoreboysan…",635250 +"RT @iansomerhalder: VOTE VOTE VOTE!!!! +;) VOTING for a candidate that believes climate change is a hoax is the… https://t.co/kaLLCio8eo",818370 +"RT @Tomleewalker: its not like 'oh, my grandma doesn't believe in climate change'- the man in the highest position of power in the globe do…",250804 +RT @WorriedCanuck: Hey Al Gore what the hell happened to global warming? We're going into an ice age U lying prick. How much R U worth…,472432 +RT @Aiannucci: The US elected Trump but the rest of the world didn't.So what do we do if US policies ( e.g. climate change) threaten the re…,526619 +RT @petefrt: Confirmed: NASA invented global warming by tampering raw temperature records. https://t.co/9on0KbSwnI #tcot #p2 https://t.co/6…,932140 +RT @OCTorg: Fed court has ruled rights of @octorg youth threatened by climate change. Help them proceed to trial!…,678223 +RT @Dali_Yang: U.S. cedes global leadership role to China on fighting climate change. https://t.co/clLImNOHQ2,499800 +RT @hfairfield: China's coastal megacities — which grew from small towns in the last 30 years — face megafloods from climate change…,94093 +"Some customer: The weather outside is so weird!! It's hot!! +Me: yeah, climate change has affected us +Them: Maybe + +The fuck?? Maybe?? No BIH",975989 +Rise in Arctic Ocean acid pinned on climate change https://t.co/7NvfHCXgli,546488 +RT @kaatherinecx: we need to do more about global warming �� https://t.co/xMvskSJUXK,823328 +It's 90 degrees and dry as your skin leather bound skin @realDonaldTrump . This ain't no hoax this is global warming,83230 +RT @libbyliberalnyc: Explain to him there is no such thing as climate change. https://t.co/wQ8AotlL4Y,613657 +RT @ReutersUS: JUST IN: EPA chief Scott Pruitt disagrees that CO2 is primary contributor to global warming: report https://t.co/bVPVRkaYpY,465639 +RT @hockeyschtick1: In light of recent events – a possible United States climate change action plan https://t.co/Kd83HwgkGX,37735 +RT @vikramchandra: After a complete 19-1 isolation on climate change? #MakeAmericaAloneAgain. https://t.co/AMycDZOZUi,508126 +Please RT #health #fitness Is it too late to reverse global warming&quot; This is what scientists have to...… https://t.co/OPo688QxBs,338723 +"RT @SenBobCasey: 300M children breathe highly toxic air per @UNICEF report, we must act on climate change - https://t.co/KtIX5FdAN2",216769 +"RT @faaitthhhhh: Facts: There are 2 genders, global warming is made up, the pay gap isn't real, women have equal rights, guns save lives &…",924616 +"RT @SenWhitehouse: How do we know climate change is real? Just take a quick, 5-minute look at what’s happening in our oceans. https://t.co/…",128444 +Who knows what Trump could mean for global warming 😱😰,781378 +@realDailyWire @DineshDSouza 'Do as I say but NOT as I do' seems to be the theme for these climate change lovers #Gore #mattdamon,161766 +RT @CloudN9neSyrup: if global warming isn't real then explain this https://t.co/VSrczpUQKs,629937 +RT @AnonyOps: CDC’s canceled climate change conference is back on — thanks to Al Gore https://t.co/KadaCwSWEr #resist,448114 +RT @MikeBloomberg: #ClimateofHope is out today – read the preface to see why we're optimistic about the fight against climate change:…,337455 +"You want climate change? +I will melt the earth. +You want love? +I will melt your heart.",928110 +RT @Reverend_Scott: how can climate change be real when we still have ice cubes?,348665 +RT @vegan_mum: 'Trump’s position on [climate change] is disgraceful…totally ignorant…we’ve got to make him change'—Bernie Sanders https://t…,925085 +"@KimHenke1 @EPAScottPruitt Al Gore made millions of dollars on Ozone fear, now it's global warming; Al Gore want more money, carbon Credit!",350345 +RT @NRC_Norway: We hope to see concrete actions to reduce loss and damage associated with climate change from the #COP22…,255901 +RT @brevamo: The world turns off the lights for Earth Hour to raise awareness of climate change #EarthHour https://t.co/iUaCsQlsAw #earthho…,798119 +"RT @Bentler: https://t.co/5TvARPUmgh +Meet 9 badass women fighting climate change in cities +#climate #women #women4climate https://t.co/1Y2A…",649555 +Has anybody seen Before the Flood? It's really good. Leonardo DiCaprio Documentary about global warming/climate change. 👌ðŸ¾ðŸ‘ŒðŸ¾,678457 +"RT @ClimateChangRR: Schwarzenegger and Macron team up to fight climate change, troll Trump in video https://t.co/mKwQXIHFwS",127945 +"RT @GreenPartyUS: There's only one political party calling climate change what it really is. + +An emergency. 🚨 + +#VoteGreen2016✅ https://t.…",306053 +"@jaimessincioco Sad to say, Caribous are starved to death in the environment that are being effected by global warming of recent years.",429997 +RT @9GAGTweets: Solution to global warming https://t.co/zhELRBsDYC,84686 +"RT @12voltman60: @fernando_carm @newburnb @VICE +That's nice. Before the libs branded it climate change it was better known as weather.",178031 +@POTUS Why is your administration curbing efforts to prevent climate change regulations? I'm dumbfounded at your decisions Mr. President.,433817 +"RT @HillaryClinton: 'If you believe in science and that we have to act on climate change, then you have to vote!' —Hillary https://t.co/jfd…",727081 +#TAKE2forVic – I've pledged! - All Victorians can TAKE2 to act on climate change. https://t.co/zfnB0JY2yS So Children Can Breathe. Please,92555 +RT @karstnhh: https://t.co/xnx3XpxLxv Squid are being drawn into UK waters in large numbers by climate change--similar phenomenon reported…,736073 +RT @350: The only hope to save the world's coral reefs is to take immediate action to stop climate change:…,684291 +RT @BernieSanders: 'The concept of global warming was created by and for the Chinese in order to make U.S. manufacturing non-competiti…,208436 +Why do people trust the government to manage climate change when they couldn't even manage the national debt?,631966 +SpaceX will launch a satellite for NASA to monitor climate change in 2021 https://t.co/oajivdbsNt https://t.co/3wK4sBXUdL,632170 +RT @BernieSanders: 'The concept of global warming was created by and for the Chinese in order to make U.S. manufacturing non-competiti…,552169 +RT @anhz00: 'if global warming isnt real then why did club penguin shut down' https://t.co/jsDSPBYrQF,700411 +RT @climatelinks: Limited access to clean water as a result of climate change is among the greatest threats to human health in #Jordan http…,398682 +#Science #Cool New research suggests a carbon tax is the most economic way to tackle climate change. https://t.co/AxdMCzUE1R #Tech #Retweet,864408 +RT @afreedma: EPA chief says more 'debate' is needed before concluding CO2 is main driver of global warming. Uh....…,791122 +"RT @KamalaHarris: I stand with @JerryBrownGov in saying that California will not back down on climate change. +https://t.co/xP8Y6eSmyx",311939 +Coalition of 17 states challenges Trump over climate change policy | The Guardian https://t.co/jP1bE9o2hi,212992 +RT @pewinternet: Many Americans expect negative effects and life changes due to climate change https://t.co/wWU4tRqkZa https://t.co/0riYM8D…,439770 +RT @iyadabumoghli: The map that shows who climate change really hurts https://t.co/zUZfeHk3AN,888670 +RT @IfHillaryHad: DAY 73: Signed new climate change legislation. Told McConnell to fuck all the way off. Sent Bill out to tend to the White…,246648 +RT @PaulEDawson: The science of climate change is leaping out at us like a scene from a 3D movie. #climatechange #KeepItInTheGround…,52909 +"RT @1followernodad: parent: I'd do anything for my children! + +Scientist: here's how to stave off climate change so your children can stay o…",185340 +"RT @ddale8: Former Trump advisor Stephen Moore says on CNN that the election was a referendum on the global climate change agenda, which is…",954861 +RT @ISETInt: Mapped: How climate change affects extreme weather around the world | Carbon Brief https://t.co/uKsOSldnKF https://t.co/DZrOuo…,312141 +"RT @NRDC: Sorry President-elect, climate change is not a Chinese hoax. #ActOnClimate https://t.co/WGpX51ooBB",779676 +RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,501230 +Sea levels 'could rise higher than a three-storey building due to climate change' https://t.co/ECDkFEtUFr,655913 +RT @thebradfordfile: EASY TOM: There's only one Al Gore! He's got cashing in on 'climate change' down to a 'science.' �� https://t.co/fXC24E…,869690 +"RT @Trvmpepe: If global warming was real it woulda sank my shitty state by now. Yet, CA is still here + +#thefive",692291 +RT @ajplus: Arnold Schwarzenegger has lots to say about climate change and President Trump. https://t.co/f8CENxjfXR,7733 +RT @papiwilber: what the fuck is wrong with people and not believing in global warming,323305 +"RT @wurlyburgh: Theresa May now keeping company with Trump's notorious climate change denier Myron Ebbell + +https://t.co/Q8PabM7Bsv",522534 +Someone tell @realDonaldTrump to get busy. Record-breaking climate change pushes world into ‘uncharted territory’ https://t.co/RJCiqWWOPx,255257 +RT @idiskey: So most farmers are facing failed crop this season. Irrigation in light of climate change should be a national agenda.,342294 +Probably the scariest thing you'll watch this Halloween. Leonardo Di Caprio's climate change documentary https://t.co/yOYFB5Oi2P,336712 +If only climate change voted. https://t.co/orQRpawt7m,847143 +New post: Computer models show how ancient people responded to climate change The findings could help us de https://t.co/Ik7ZX6JPPY,958883 +"RT @SimonBanksHB: 3 years into LNP's energy & climate change policy, what have we got? +* higher prices +* more blackouts +* less investment +*…",32011 +@cristinalaila1 @AlwaysRedPillin global warming being caused by humans is a hoax. Lol the rainforest make up 90% of greenhouse gasses.,645444 +RT @Imusually: @PolitiBunny @smartgirls4gop @PersianCeltic too fn funny. Ahole macron blames terrorism on climate change. ice cra…,591370 +RT @KevinHurstLIVE: Y'all want climate change but yet most of you chomp down on the number one thing causing pollution...meat!,921487 +"RT @GovInslee: The West Coast will continue to lead on stopping climate change, and more clean power is a big part of our efforts. https://…",213184 +"#WorldNews Half the melting Arctic sea ice may be due to natural weather cycles not global warming,…… https://t.co/1Y0qSeUOfR",191035 +RT @wef: Why China and California are trying to work on #climate change without Trump https://t.co/TR0b9sg1ck https://t.co/7NIMEcsgRE,486019 +RT @chicagotribune: EPA Administrator Scott Pruitt denies climate change science and angry Americans are flooding him with phone calls…,967576 +"Architects in Florida aren't debating climate change. They're debating how to build for it. + +We don't have time... https://t.co/bG8LUmYQwB",485397 +RT @latimes: Another consequence of climate change: A good night's sleep https://t.co/JX3JPjfgr0 https://t.co/Kicscs4La4,274091 +One thing that is scary is Trump doesn't believe in climate change.....is not a belief it's a fact,971373 +RT @earthhour: Your photos hold the power to tell inspiring stories behind our fight against climate change. Join our Photo Quest:…,80530 +"Federal scientist cooked climate change books ahead of Obama presentation, whistle blower charges… https://t.co/sN0TaTXrn2",441388 +A century of climate change in 35 seconds https://t.co/bSSowB62Sd,219687 +I’m joining millions of people to show my support for action on climate change. Join me and sign up #EarthHourUK https://t.co/q4qzhSIbUJ,589095 +RT @roche_casey: @1401bonniek @SteveRattner @nytopinion disbelief in global warming and overall personality.,717337 +Mashable: Stephen Hawking has a message for Trump: Don't ignore climate change https://t.co/SGca3gKY1V,309919 +RT @allyjworthy: some still wanna say global warming is a hoax 🤔🤔🤔 https://t.co/NAfeDE4f4I,624761 +"RT @hale_razor: One hurricane proves climate change is a threat that will kill us all, but a 12-year gap since the last major one h…",538959 +"RT @wilw: Trump's gonna accelerate Earth's destruction by climate change, but a few jobs in a dying industry will temporarily come back, so…",933506 +RT @Voice_OT_Orcas: Overfishing could be the next problem for climate change - commercial fishers in jeopardy https://t.co/w3uVwVT3uo http…,255735 +RT @IOM_ROSanJose: 2016: IOM meets the people of the Carteret Islands clinging to their homeland affected by climate change.…,960885 +RT @CNN: No snow where there should be. Bleached anemones. Cracks in the ice. This is what climate change looks like:…,547227 +RT @SethMacFarlane: HRC proposes installing half a billion solar panels by the end of her first term. Trump thinks climate change is a hoax…,955114 +RT @PrisonPlanet: Trump to pull U.S. out of anti-western Paris climate deal. Good. Man-made global warming isn't a thing.,490235 +#Teens sue United States over #climate change; ask for Secretary of State’s #Exxon… https://t.co/QqIZNBQdWr https://t.co/E2jrLIwj08,30625 +nytimes: A majority of people agree that climate change is harming Americans. But they don't believe it will harm them.… …,344466 +"RT @dougsimply: Two great legends coming together, to inspire the masses about climate change. Terrific. +@zachbraff @BillNye…",352351 +but..... how................. the fuck do you deny global warming? HOW ARE THE BEES DYING MOTHER https://t.co/ftxa7hdmVA,91361 +RT @SierraClub: Trump’s EPA pick recently called climate change a ‘religious belief’ https://t.co/bYMG7NCdFw (@ngeiling) #pollutingPruitt,644448 +45 is undoing everything President Obama to protect our environment. He thinks climate change is a hoax It's not. H… https://t.co/QqW6A7DeZh,321910 +RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,294122 +Storms linked to climate change caused more than £3.5m worth of damage to UK cricket clubs… https://t.co/9LUrHklaXq… https://t.co/CIVkBoBd0Z,502744 +@ezraklein @MichaelEMann Scientists don't 'believe in' global warming. Can we say they recognize it? Acknowledge it? Discovered it?,450547 +@SamSeder i guess we should just give up on climate change now since we're not even gonna try. its over. the world is done.,952430 +"RT @TheEconomist: Some environmentalists now see businesses as allies, rather than adversaries, in the fight against global warming https…",917415 +RT @WWF_Australia: Scientists discover coral species that may be resistant to climate change-induced bleaching: https://t.co/oXXJtNSoak Via…,546639 +"RT @annetrumble: Civil rights, climate change, and health care scrubbed clean from White House website. Not a trace. https://t.co/Nc9zNIyN3d",498408 +RT @RealMuckmaker: EPA head Scott Pruitt denies that carbon dioxide causes global warming https://t.co/oRBKk3Pagk,19737 +@kylegriffin1 @thepoliticalcat EPA top priority is scrubbing 'climate change' from its website and documents. Super… https://t.co/vcsaNs7t2p,89008 +RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,401448 +According to Taylor apparently global warming is entirely my fault,117558 +"RT @bradplumer: Even before Trump, we were falling far short of stopping climate change (or anything close to 2°C). So any deceleration is…",713838 +RT @ClimateChangRR: Experts list out challenges in agri sector due to climate change https://t.co/OoKC7N2heP https://t.co/XvPfRsw8i2,52888 +RT @violentkittie: @nicmyhipsdntlie @neiltyson Other countries ackn climate change & are greener than US. But US is one of top CO2 polluter…,692934 +"With climate change, Trump may send the USA on a one way ride to true and permanent decline.",211232 +"@mgurri + #navydronechina +#SouthChinaSea + +#China cures global warming + +https://t.co/LHcq2AKiTF + +@realDonaldTrump +#gotthecodes +#MAGA",738012 +RT @nytpolitics: Trump has called climate change a hoax. Now he has the chance to destroy efforts to beat it. https://t.co/xLSRpq99zr https…,430717 +"RT @iansomerhalder: VOTE VOTE VOTE!!!! +;) VOTING for a candidate that believes climate change is a hoax is the MOST dangerous person to…",429013 +"Niggas asked me what my inspiration was, I told em global warming, you feel me? #Cozy",622733 +"Re-imagining energy supplies', but not a word about global warming - utter lack of vision https://t.co/PqVQscZib5 via @BBC_Future",175296 +EPA head Scott Pruitt denies that carbon dioxide causes global warming https://t.co/FliJkNboaB 😞,208540 +"RT @DrCraigEmerson: Until youse people at the ABC point out the positive side of racism, bigotry, sexual assault & climate change denia…",341637 +RT @thehill: Scientists to Trump: You must act on climate change https://t.co/ZGtSAkC9IM https://t.co/9eFdqg7fAi,980407 +RT @bridgietherease: Seeing a lot of people confused re: #OrovilleDam & climate change. Drought in late summer + flooding rain in spring wi…,747972 +The world will fight climate change with or without the U.S. – Kofi Annan https://t.co/whnHXlViGt https://t.co/UmKNdJbdbP,10675 +"RT @VanarisIV: If global warming isn't real, why did club penguin shut down?",413483 +"Westpac's new climate change policy is bad news for Adani's Carmichael mine in Queensland #noadani +https://t.co/iPiLo10YYt via @abcnews",492601 +RT @BernieSanders: #ImVotingBecause the future of the planet is at stake. Hillary Clinton will combat climate change. Donald Trump thinks i…,440868 +"RT @SteveSGoddard: 3 different civilizations were wiped out by climate change in Greenland, over past 4,000 yrs +https://t.co/aluNa551Wk htt…",179308 +Idk what global warning is but global warming is real https://t.co/3DUQsUvdrh,850302 +@CNN there's a link between climate change and BS ��,994884 +"There will be no funding nor discussion of climate change in the Drumph administration. Meanwhile, #Trujillo, Peru… https://t.co/o8aYUjwlq6",280069 +"#dumpTrump ... by denying climate change, Donald and his team of Delusionals have declared themselves the enemies... https://t.co/fPPiCnOJB4",225213 +RT @TR_Foundation: Is climate change driving #childmarriage in Bangladesh? How can we fight back? https://t.co/PvMWW94OnG #climate…,383465 +"#Manifest US investors, companies back Paris climate change agreement. Read Blog: https://t.co/3d6jNVT1gu",495245 +"RT @TIME: The U.S. is already feeling effects of climate change, report says https://t.co/RYNdA1xfYs",457142 +The case for optimism on climate change https://t.co/keP9ltqDXf,918082 +RT @ICRW: Great read: #Indian farmers fight against climate change using 'secret' weapon: Trees https://t.co/nLuRIhOQ2p,850665 +"RT @timkaine: If Scott Pruitt rejects science on climate change, I suspect he will ignore other science as well. I will oppose hi… ",119798 +@Garrett_Love Damn global warming causing snow!!,197624 +RT @lologarcia1047: @willpbassett you think global climate change is pretty?,419286 +RT @nature: Endangered African penguins are at risk from overfishing and climate change #ResearchHighlights https://t.co/d07jZUBcVM,66539 +RT @nijhuism: The nat'l parks and climate change photos by @keithladzinski for @NatGeoMag are haunting + freaking gorgeous…,937594 +Geez: the question about hacking was okay but apparently @TeviTroy needs 'more evidence' about how serious climate change is as a disaster.,458056 +"RT @AntisocialJW2: Postmodernist gender studies journal publishes hoax 'The Conceptual Penis' blaming penises for climate change +https://t.…",391586 +"Today, one assures client that global warming is just a hoax used as a ponzi scheme to line Al Gore's pockets! MORE PROOF EVERYTHING IS FINE",537905 +RT @GadSaad: Oh yes. @billnye & @sensanders having a chat. Let me summarize: All ills are caused by climate change. Everything s…,940773 +RT @spaculor: President Trump 'dangerously wrong' on climate change: @JeffDSachs https://t.co/HV16CHKHPe,63636 +White House calls climate change funding 'a waste of your money' – video https://t.co/COb0bThso8 https://t.co/MPEhzYRqVs,350290 +"Fuck if climate change 'is real'; glaciers are melting, water level is rising. If this is occurring naturally, we're still all going to die.",399262 +RT @Dory: Literally every state knows this struggle it's called global warming https://t.co/07hzXOZI4R,879570 +next you're gonna blame oil companies for global warming!' 'yes because they are to blame' @caroisradical https://t.co/qN3UUEZpKA,242644 +Obama administration gives $500m to UN climate change fund https://t.co/LLX77PQg3p,360419 +"@icarustrash and he appointed someone who does not believe in climate change, planned parenthood AND funds conversion therapy for LTBG+",702569 +"RT @SteveSGoddard: - @NASA has tripled global warming since the year 2000, during a time when satellites show no temperature increase.…",195816 +"RT @Realityshaken: Trump doesn't understand, or care about, climate change, Paris Agreement, or the future. #parisclimateagreement +https:…",757711 +"RT @PoliticKels: Don't worry about global warming. We're going to build a new Earth, a bigger Earth, it will be the best Earth ever #TrumpN…",927763 +RT @NRDC: Scientists say that human-caused climate change rerouted a river. https://t.co/WdOSrwiGzF via @grist,709644 +"I know the @WhiteHouse deleted pages pages on civil rights, LGBT rights & climate change today, but who deleted the… https://t.co/mF5DRzgnHN",713965 +"Help scientists understand how cicadas are responding to climate change. +https://t.co/Fa9oOs3QJY",645834 +RT @BernieSanders: 'The concept of global warming was created by and for the Chinese in order to make U.S. manufacturing non-competiti…,917740 +"RT @NannanBay: Still in chaos. + +Wife of Liberal Party powerbroker quits over lack of action on climate change https://t.co/d8GNkVWKmp via…",102859 +"Professor examines effects of climate change on coral reefs, shellfish https://t.co/K67r7v7mWB",302987 +@exxonmobil how about climate change study suppressions / misinformation what about that?,533731 +RT @PrisonPlanet: A bunch of Oxford elitists want to tax the food of poor people because 'climate change'. How about fuck off instead? http…,989796 +"RT @evanhalper: Trump seems ready to fight the world on climate change, and it could cost the U.S. https://t.co/FNH9fYR3FA",998974 +"Business as usual then? +EPA head Scott Pruitt denies that carbon dioxide causes global warming https://t.co/8QGUcg8aZ0",238041 +UN: Paris deal won't be 'enough' to avoid worst effects of climate change https://t.co/r1aQSSGZQU via @HuffPostGreen,849413 +#College Academics urge Trump to endorse Obama climate change policies https://t.co/36XuQivadC,277751 +"RT @HillaryClinton: 'If you believe in science and that we have to act on climate change, then you have to vote!' —Hillary https://t.co/jfd…",42975 +RT @LFFriedman: Trump reportedly taps Rep. Pompeo for CIA. For a sense of whether he will consider climate change a national securi…,243718 +RT @SenSanders: We have a president-elect who doesn't believe in climate change. Millions of people are going to have to say: Mr. T…,993297 +"RT @SkipperClay: Hey Florida, if you go trump, and trump ignores global warming, and the ocean EATS YOU, YOU HAVE NO ONE TO BLAME BUT YOURS…",162328 +"RT @hboulware: To be clear, if you lecture me about the dangers of climate change and then deny a human fetus is human I’m going to mock yo…",341635 +RT @andrea_illy: Coffee must adapt to climate change and requires industry wide coordination. https://t.co/RvbFcU3cR8,650311 +RT @CarnegieEndow: Join us in DC on June 21 for a discussion on combatting climate change through innovation: https://t.co/laeHNDc3IZ…,244956 +RT @SenSanders: We have a president-elect who doesn't believe in climate change. Millions of people are going to have to say: Mr. T…,203918 +RT @BroHumors: if global warming doesn't exist then why is club penguin shutting down,474921 +@missdanascully we're all gonna die bc of global warming i need to drop school and travel,111066 +RT @SenSanders: If we don't address climate change there'll be more conflict over limited resources. We must listen to scientists not fossi…,706768 +"RT @KamalaHarris: I stand with @JerryBrownGov in saying that California will not back down on climate change. +https://t.co/xP8Y6eSmyx",701078 +RT @PlanB_earth: @GeorgeMonbiot See it and believe it George - Trump demands action on climate change for humanity and the planet: https://…,469942 +RT @SenGillibrand: The @EPA must be our first line of defense in protecting air and water and combating global climate change.,396077 +".@NeilGrayMP Congrats on being elected. Please don't let the DUP call the shots on sectarianism,abortion, gay rights climate change #DUPdeal",930734 +RT @mailandguardian: Fynbos and climate change: A relationship where South Africa's famous ecosystem is losing out.…,769160 +@carriecoon And there is just a general bias problem because these scientists NEED global warming to exist in order to get their funding.,324 +RT @ClimateRealists: Christopher Booker: It’s the facts the BBC leaves out about climate change that are important…,685392 +@Artistlike @BenSaunders @DrJudyStone Much like climate change! People don't think it's real until their standing in the Tsunami! Stand Up!,195255 +I just joined @NatGeoChannel @21CF in combating climate change. Take action #BeforeTheFlood https://t.co/FQTRmp06h5,132265 +RT @JuliusGoat: I hope we're all getting used to the idea that climate change is real and real challenges are worth facing together.,232617 +I love how some petitions on https://t.co/Dme1CozA7L r like 'fight climate change' & others r like 'bring back my fav Panera sandwich!1!!1!',671491 +"Growth rings on 500-year-old clams reveal 'hugely worrying' evidence of #climate change +https://t.co/Lz8MqYnX6J… https://t.co/flNEs8WLYf",24200 +@samsheffer Oh you know a little thing called global warming.,670870 +"Imagine the 8th grader learning about climate change in science class, and asking the teacher how the government is fighting it.",187081 +RT @thinkprogress: Repeat after me: Carbon pollution is causing climate change https://t.co/9OsnNl6nGe https://t.co/pNxMXvRzB5,740680 +RT @VoxNihili86: @annepearl1 @CNN @AKimCampbell Pervasive willful ignorance. They think God would never allow climate change as a co…,183014 +"@the_geographer I’m creating a new think tank for climate change, would you join and post your tweet also at https://t.co/5FRPWXpvU7 ?",1002 +Yep. The exponential phase of climate change starting to show. https://t.co/qTrKuNMVy3,437581 +I swear global warming is gonna make pale-skinned people go extinct!,13562 +RT @BernieSanders: 'The concept of global warming was created by and for the Chinese in order to make U.S. manufacturing non-competiti…,525771 +"RT @Colorlines: POC who live through climate change-induced disasters can suffer from alcohol & drug impairment, traumatic stress &…",484704 +How can we trust global warming scientists asks David Rose https://t.co/siJAOSrj1c via @MailOnline,435190 +"RT @GirlPosts: Me: *Enjoying Life* +My brain: you're broke, a nuclear war could start soon, and global warming is getting worst https://t.co…",563240 +RT @nytimes: Most of Donald Trump's cabinet and top staff have doubted that climate change is caused by human activity https://t.co/8R1mim0…,980945 +@brandonkam_3 global warming 😂😂😂😂😂😂,71688 +RT @JustinTemplerSr: @luisbaram & neither will 'fix' climate change. Closest thing that has any potential ATM to replace fossil fuels is nu…,43993 +RT @SenSanders: We have a president-elect who doesn't believe in climate change. Millions of people are going to have to say: Mr. T…,674237 +"RT @sugarbbnick: Happy #EarthDay from Paris Hilton, advocate for global warming https://t.co/aoMYoWKrgE",609692 +Military experts warn of 'epic' humanitarian crisis sparked by climate change https://t.co/VRo802np6O,994995 +"RT @BernieSanders: The stakes are enormously high. Literally, in terms of climate change, the future of the planet is at stake. https://t.c…",17950 +RT @SenSanders: We have a president-elect who doesn’t believe in climate change. That’s frightening for this country and the world.,660705 +RT @Env_Pillar: UCC Biochemistry professor William Reville calls for the media to reflect the 95% majority view on climate change…,488065 +"RT @NatGeo: In recent climate change news, an advisory panel studying the health risks of coal mining sites has been disbanded https://t.co…",718541 +"@GiannoCaldwell I mean you have to honest tho Gianno, his climate change denier pick for the EPA is literally a danger to every American",789782 +"there's literally no snow in anchorage, ak & some ppl believe climate change ain't real... https://t.co/oz8DqT6kLL",774504 +RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,942387 +No offence to climate change skeptics or whatever but it is way too hot. #LoveIsTheAnswer,913856 +RT @350: A new study shows over 1 million people have been forced to move by climate change and millions more will be soon:…,68822 +RT @pewresearch: Polarized views on climate issues stretch from the causes & cures for climate change to trust in climate scientists…,498872 +@nattbratt67 @ShaunKing and thinks climate change is a hoax,282396 +"RT @UN: There is optimism in the fight against climate change, but the best time to act is now. @WMO chief explains more in…",607114 +I'm waiting for Trump to appoint a climate change denier as head of EPA... oh wait @AGScottPruitt https://t.co/8CpyvPkfKu,293524 +@ajplus can this be contributed to by climate change and global warming? I think this has a direct correlation.,67727 +RT @ClimateReality: You don’t have to be a super activist to act on climate change. Here are four ways that anyone can make a differenc…,926215 +"RT @davrosz: Abbott/Turnbull policy on climate change and energy caused current mess, writes John Menadue https://t.co/ycqVl7YRt4 @Indepen…",237135 +RT @AbeRevere: What assholery to treat action on climate change like a cliffhanger on a 2-part episode of Apprentice. He's a moron…,13937 +..current #climate change is not abnormal and not outside the range of natural variations..' #yyz #onpoli #uk #yeg https://t.co/LdSuXnIbXx,105223 +EPA chief: Trump to undo Obama plan to curb global warming https://t.co/YMhk0bAjxf,989572 +"Stopping global warming is only way to save Great Barrier Reef, scientists warn https://t.co/0HbKWyshve",548324 +A new vision for architecture: How the Heal-Berg would be set to counter climate change https://t.co/uf1mpeWZp0 via @Pionic_org,565886 +RT @pippa_pemberton: Excellent panel on putting climate change heart of political agenda @WalesGreenParty agm @WWFCymru @centre_alt_tech ht…,319852 +RT @jb1148: Don't ever think climate change deniers are stupid.They know exactly what they're doing.Taking the money to ignore science. Pro…,958100 +RT @thinkprogress: Trump's EPA pick recently called climate change a 'religious belief' https://t.co/JOeH6LmJJ7 https://t.co/06YnhJAL2i,343719 +RT @Mariselenee: If you don't believe in global warming don't talk to me,731863 +RT @CelsaCKIC: @ClimateKICspain #CKCIS2016 rolls-royce highlights the importance of new competences addressing climate change,603466 +"RT @MelissaA_Ward: Hi, I'm Melissa! An #actuallivingscientist studying climate change in the ocean and potential solutions! Oh, and I… ",119608 +Weird how we got WWE announcer Howard 'The Fink' Finkel to write a report about climate change,692785 +RT @MarkLandler: Donald Trump at the NYT: Says he has ‘open mind’ on climate change accord https://t.co/hPSBiI6Vba,764412 +"RT @mmfa: From the Iraq war to climate change to sexual assault, the NY Times' new op-ed columnist is a serial misinformer:…",853757 +#DailyClimate Trump victory deals blow to global fight against climate change. https://t.co/xpHDbw8NxR,822612 +"RT @aliotta_joe: Dear climate change suckers! You are the butt of a worldwide joke. @realDonaldTrump + +MUST WATCH. + +https://t.co/kq4yCO0wRq",400706 +RT @EnvDefenseFund: Scientist goes at it alone on climate change to save his state. https://t.co/g48dsRH06c,506377 +"BP calls for tougher action in #climate change, e.g.carbon tax https://t.co/lt7GGCXOku",676465 +@StJohnsSE19 climate change comments from #candidates2017 https://t.co/B9z2XxgXoS,528708 +I'm loving all this sunshine and warm weather but like global warming? Lol,426419 +"RT @Greenmetrics: The curious disappearance of climate change, from Brexit to Berlin | Andrew Simms https://t.co/WnA4EQCcxC",540054 +RT @zapdawn: please hire camila cabello it will stop global warming @CalvinKlein https://t.co/vqZqhc855v,912100 +RT @guardianeco: Maine lawmaker seeks discrimination protection for climate change deniers https://t.co/Hg5jnbjEhw,274630 +Strong defense of the numerical climate models that are crucial for projecting future climate change & impacts https://t.co/KbbILrzBWZ,554174 +Donald Trump on some nut shit if he think global warming not real,905680 +RT @AJEnglish: 'Protecting the Earth's lungs is crucial if we are to defend the planet’s biodiversity and fight global warming.' https://t.…,418450 +RT @morganewill: Transformers 4 (which you probably didn't even see) cost almost 6 TIMES more to make than the actual EPA's climate change…,418141 +RT @ezralevant: The electric car 'charging stations' at the UN global warming conference are fake. They're not even connected to an…,307012 +Focuses on climate change and current events. https://t.co/qpMhiVFyYV,890324 +RT @Independent: Emergency campaign launched to convince Trump climate change is real. Failure risks 'planetary disaster' https://t.co/Vwyl…,682705 +Judge orders Exxon to hand over documents related to climate change https://t.co/O32wUaWH2t #WYKO_NEWS https://t.co/3UhSLwLvhZ,379783 +Republican who reversed his position on climate change thinks Trump will too https://t.co/tq7etbkEvq,843593 +"RT @_mistiu: The curious disappearance of climate change, from Brexit to Berlin + +https://t.co/uVBDQDMvxY",22034 +RT @Michell52640560: @dcar205 @Kimberlygmack His bank account told him to scam people with global warming!,616085 +RT @sciam: Trump's defense secretary cites climate change as national security challenge https://t.co/PGLooPiWx9 https://t.co/uzWaLPIR7s,672236 +"RT @House_Kennedy: Trump supporter: Give him a chance! + +Trump: chooses creationist and global warming denier as Secretary of Education + +No…",440264 +"RT @SydesJokes: The curious disappearance of climate change, from #Bre ... https://t.co/GjFM7jcjD0 #CleanTech #Environment #Green…",162520 +Another great animated chart of global warming up to the new record high: https://t.co/ySvkyLmccG,571452 +Rogue Twitter accounts spring up to fight Donald Trump on climate change https://t.co/s96NDOj1tp,178299 +I was like do you believe in global warming,187726 +Lots of fruitful discussions had today at the EC JRC on future directions for research into climate change risks to… https://t.co/XVBGn65JZ2,162956 +"RT @qz: With Trump as president, China—China!—will be the world’s biggest champion of fighting climate change https://t.co/vBOS2lxk6u",650239 +RT @morgfair: Scientists just published an entire study refuting Scott Pruitt on climate change https://t.co/EtNh3v8jPX,285695 +@mmfa Is there evidence that climate change regulations hurt higher economies? What about helping the third world? Is that intent or effect?,62508 +Opinion: McKenna has few allies in Washington for the climate change battle - Edmonton Journal https://t.co/SjT0OlmSSu,601101 +"RT @tattedpoc: Everytime Namjoon breathes, he slows down global warming. He re-aligns the Earth. Animals recover from extinction. Deforesta…",888833 +RT @tramarie: Donald Trump's pick for EPA Admin is a climate change denier. He's picking destroyers of our future not leaders.,452911 +"Now that Trump is gutting what little climate change regs we had, media is actng like they care. Theyve hardly coverd climate change AT ALL.",532091 +"RT @williamlegate: Is it just me, or are the climate change marches today way YUGER than Trump's inauguration? https://t.co/g63AsFsvCQ",647934 +@resisterhood read all the papers that prove global warming is real!,205997 +"RT @shannonrwatts: Experiencing the fallout from climate change in Boulder this morning. One canyon over, the #SunshineFire fed by zer…",376530 +RT @rharris334: Arnie @Schwarzenegger & Labor leader @billshortenmp to chew the fat today on renewable energy & climate change https://t.c…,491158 +"RT @umairh: US should be debating 21st century issues. Basic income, climate change, etc. Instead, rewinding to Dickens met Orwell via Leni…",670340 +RT @Fusion: America is about to become the only country in the world with a leader who doesn’t think global warming is real.…,63710 +RT @statesman: REPORT: Lamar Smith visits Greenland with lawmakers to see climate change effects up close https://t.co/RrM7BHuozg https://t…,373166 +"RT EconomistRadio: Listen: Poverty, health, education or climate change: where should governments spend their mone… https://t.co/B4GHiOrXWi",123762 +RT @GRI_LSE: Mass migration could become the ‘new normal’ due to climate change warn senior military figures https://t.co/XKDqxxHP8t Via @d…,949504 +"How's is they a whole in the ozone, but the ozone is holding is all these emissions, heat & etc causing global warming?",282697 +RT @KEEMSTAR: 2017 the end of global warming. https://t.co/nzetMkYfL9,796241 +"RT @derektmead: Not only does climate change screw over the poor, it's making MORE people poor: https://t.co/MKdxy2KZgt",968995 +RT @iansomerhalder: Speaking of climate change-TONIGHT Is another killer episode of @YEARSofLIVING ! 10/9c on @NatGeoChannel https://t.co/T…,114369 +"Prepared for the worst': Bolivians face historic drought, and global warming could intensify it https://t.co/GmHN8E8k4s",505454 +RT @SenSanders: If we don't address climate change there'll be more conflict over limited resources. We must listen to scientists not fossi…,804838 +RT @PolarBears: Action on climate change is important to polar bears and people too! #VoteForClimate in every election:…,254338 +Trump administration dismisses climate change advisory panel - CNN https://t.co/Cw3CtvPj5G,357839 +Why Greenland matters: Rapid climate change on world’s largest island will affect us all https://t.co/WiJtBlLn6e via @scroll_in,356216 +"RT @GreenpeaceAu: The Adani mine, Big Oil companies in the Bight, & non-existent climate change policies. The future appears bleak… ",27874 +RT @GenAnthropocene: So they say you can't use the words 'climate change'... We have a solution! | https://t.co/hQbdbYesai…,985071 +"If a climate change report falls in the White House, does anyone hear it? https://t.co/FouEiukFNH",718353 +"@GigaLiving @KTHopkins and the old chesnut climate change theres no ice for the polar bears, theres ice 3 miles thick by several miles long",10863 +RT @CNN: Exxon has been ordered to turn over 40 years of climate change research https://t.co/pnQPtncGd2 https://t.co/3DYO35wf78,519963 +"RT @ericgarland: How am I so confident of that? + +I'm a strategic intel analyst. Ten years ago, I was running scenarios on global warming f…",398011 +RT @CiccioRatti: @beppe_grillo Quindi non volevate le trivelle ma esultate per uno il cui vice presidente afferma che il global warming è u…,858431 +RT @voxdotcom: Only 13% of Americans know that more than 90% of scientists believe in global warming. That’s not good. https://t.co/4ecMm9M…,781976 +@RogueNASA Mickey Mouse would be more qualified. Jim Bridenstine doesn't believe in science or climate change.,647740 +News: Bangladesh struggles to turn the tide on climate change as sea levels rise | Karen McVeigh https://t.co/27DvGvMOxR,509315 +RT @IndianExpress: Eiffel Tower lit green in honor of Paris climate change deal https://t.co/zsA5cNDiGV https://t.co/gGCVrw8xB4,180805 +Ermagerd it's 70 degrees. Ermagerd it's December. Ermagerd winter wtf ermagerd global warming,153440 +"In Kansas, politics make it hard to talk climate change. “People are all talking about it, without talking about i… https://t.co/28dCsafuNt",721700 +RT @openinvestco: American Meteorological Society advises Scott Pruit to not 'mischaracterize the science' of climate change - https://t.co…,665905 +Climate denialism in action: President’s budget takes strike at those hit hardest by climate change https://t.co/v2GZseYzF6 @OxfamAmerica,425155 +RT @MSchleifstein: Are human-caused carbon emissions contributing to climate change? https://t.co/h4XsXaK76I,592618 +RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,604000 +"@realDonaldTrump Check out this amazing TED Talk: + +We need nuclear power to solve climate change",706419 +RT @batoolaliiii: global warming is catastrophic and needs to be taken more seriously!! that being said i wouldnt mind a snow day tmrw👀,626332 +@NolteNC @WesleyLowery @nytimes subscribing to The WaPo and NYTimes also causes global warming through cut trees and vast amounts of hot air,675525 +RT @Circa: Trump's EPA pick says his personal views on climate change are 'immaterial' to the job https://t.co/1jB10Q6xKZ via…,35335 +RT @Fusion: America is about to become the only country in the world with a leader who doesn’t think global warming is real.…,879999 +"It s/n b a crime 2 discuss global warming strategies bc u don't believe they exist! Obama & Libs want it 2 b, but i… https://t.co/Mo9q7l5JWw",695422 +"Finally, Paris climate change agreement designed by crooks- #Trump is not buying this crap https://t.co/XVro1oANs1",282559 +RT @styIesactor: Polar bears for global warming https://t.co/G2T62v5YXD,347486 +"RT @kentwelve6: If you don't believe in global warming at this point, kys",237897 +Bakit parang lalong tumatangkad yung mga sunod na generation. May kinalaman ba rito yung global warming.,83693 +"RT @CNN: Polar bears will struggle to survive if climate change continues, according to a new US government report… ",434463 +RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,936349 +RT @simon_reeve: Even Bangladeshis – hugely threatened by climate change – search google for ‘Kim Kardashian’ in English more than 'climate…,467990 +RT @DRUDGE_REPORT: UPDATE: 'NOAA cheated and got caught' on 'global warming'... https://t.co/S3CMlsDXgl,339981 +"RT @theSNP: First Minister to sign climate change agreement with California +https://t.co/mLuHbg0IkW",998342 +RT @EcoInternet3: RFK Jr. issues warning about #Trump's #climate change policies: CNN https://t.co/0w5ltsmIvG #environment,769234 +"RT @RachelleLefevre: Pollution is the Night King, climate change is the white walkers & if we don't stop waging war against each other to f…",812406 +if climate change is real then why is it cold in my room??!!?!?! #WOKE https://t.co/48NGxQbZH6,325242 +RT @rickygervais: The Whitehouse is being filled with creationist climate change deniers. But on the plus side God will give your grandchil…,274653 +Don't listen to these liberal scientists who believe in climate change. Look up and experience this wonder for yourself #MAGA,141806 +When is the last time climate change held a title belt? https://t.co/czkjeFL0by,239144 +RT @ABC: EPA head Pruitt expresses doubt as to whether carbon dioxide from human activity is main cause of climate change.…,537273 +RT @people: .@MRodOfficial talks about the ‘ecological disaster' of climate change and how it’s affecting baby seals…,147807 +Could geoengineering be the key to curing climate change? https://t.co/4tIIGV6OXi,207974 +"Bangladesh did not cause climate change, so the country does not need “aidâ€; instead it needs compensation for the… https://t.co/ecGXgRNROP",357314 +@yywhy @LiberalJaxx @realDonaldTrump Another climate change kook speaks.,789590 +RT @climatehawk1: North Pole above freezing in sign of 'sudden' and 'very serious' #climate change | @Independent…,752831 +"RT @Alex_Verbeek: How climate change is already dramatically disrupting all elements of nature + +https://t.co/6Ltvl0Ok5i #climate…",719483 +RT @reviddiver: @DVATW @heather_venter I remember when climate change was called weather.,717031 +Great conversation on climate change and the science behind it. Pretty eye opening. https://t.co/tSWnRdypYj,744804 +RT @jp91306: @ChangeTheLAUSD @realDonaldTrump We have whoever called it 'global warming' to thank for the confusion. It is increasing weath…,912022 +"@RCheeBunker I can see you're smarter than the average bear ;-). w/ climate change, the winters here are 6 mos. lon… https://t.co/kVJVeQxU66",541124 +And people thought we would die by climate change or nuclear war... PSYCH! It's #Trumpcare!,999263 +"@mattmfm So should I defend the intelligent woman they called a prostitute, +Or the climate change deniers at @DailyMail ? +Tough one",986822 +RT @BernieSanders: 'The concept of global warming was created by and for the Chinese in order to make U.S. manufacturing non-competiti…,397991 +RT @vikramchandra: This @nytimes article is the perfect answer to Donald Trump's rant against India on climate change. India is doing…,819649 +"@enjohnston @nytimes today, sustainable development is a top major at Columbia... cool kids know climate change is real",917021 +#videos of big bootty sexy girls having sex global warming sex https://t.co/rdmnKE2N2G,742017 +"RT @NatGeoChannel: Watch #BeforeTheFlood right here, as @LeoDiCaprio travels the world to tackle climate change https://t.co/LkDehj3tNn htt…",68689 +You elected someone who doesn't even believe in climate change you know how stupid you have to be to not believe in climate change,233448 +RT @Grantham_IC: Can we still limit global warming to 2 degrees C? @Grantham_IC's Prof Sir Brian hoskins and Prof Jo Haigh comment: https:/…,391815 +RT @SethMacFarlane: HRC proposes installing half a billion solar panels by the end of her first term. Trump thinks climate change is a hoax…,625916 +"RT @rcooley123: What Can Donald Trump Do to Screw Up the Planet? | Bring back big coal and keep denying climate change. +https://t.co/WprqF…",602874 +"New trending GIF tagged 2016, world, global warming, run away, josh freydkis, on fire, globey, current news, set m…… https://t.co/4rqP0RoLVh",384242 +"RT @nytpolitics: Within moments of Trump's inauguration, the White House website deleted nearly all mentions of climate change https://t.co…",248317 +RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,597775 +RT @ajplus: Is this deal to fight climate change too late? 😕 https://t.co/e76UJNCYN8,505736 +"Save the bears.... & humans. +Without action on climate change, say goodbye to polar bears https://t.co/fmR8Xjrke6 https://t.co/BfibdZDKL3",830762 +RT @Uber_Pix: This photo by Kerstin Langenberger shows how polar bears are being affected by climate change. https://t.co/RcvwDVlYO2,268977 +"RT @FoxNews: Federal scientist cooked climate change books ahead of Obama presentation, whistle blower charges https://t.co/gZcWlk2XFs",169209 +The island is being eaten': how climate change is threatening the Torres Strait https://t.co/ph8tzb6Phg,674056 +RT @HattMall_69: I don't see how someone could honestly not accept that global warming is an immediate problem https://t.co/XD614FJtU3,303834 +"RT @SarcasticRover: Going to try a calm, reasonable rant about carbon and climate change for a minute… look away now!",893012 +RT @kurteichenwald: China is now explaining the history of climate change science/politics 2 underscore to Trump they didnt do a hoax. God…,950264 +@SkyNews Not global warming cannot be so. Trymp says it a con.be advised https://t.co/yIhtSG1jK1 that is where fox… https://t.co/9CAzoprRI6,155098 +"@sierraclub No poltician can solve the inferior tech issue of climate change using a different, yet clean inferior… https://t.co/J8HpSJrCJt",643801 +"RT @Independent: Mar-a-Lago could be submerged by rising sea levels, thanks to climate change https://t.co/ckC91JnJJi https://t.co/73wdK16a…",37382 +RT @darkwave_duke: Snow men for global warming https://t.co/ZtSMgXtf47,239109 +How a rapper is tackling climate change - Deutsche Welle https://t.co/f1AG2sY6nj https://t.co/bM4ZydbASv #Bluehand #NewBluehand #Bluehand…,811745 +RT @Jackthelad1947: Government facing legal action over failure to fight climate change | The Independent criminal negligence #auspol https…,307324 +@nytimesworld @maggieNYT And according to 'Predisent' Trump they invented global warming.,651589 +$V #TreeH:Here's one effective solution to climate change: Put a price on carbon. https://t.co/S2T7O5IPBT https://t.co/HLJfx8XYkO,728961 +"@darshandtaxes Is climate change real? Debatable. If it is, can my super cum fix it? Definitely.",995965 +Stopping climate change is now the only way to save the Great Barrier Reef https://t.co/unH21MrCv8 via @mashable,32617 +I hate this global warming talk. It's all so doom and gloom' -Farmer I met in Manitoba- https://t.co/MrxzH4SBrQ,345264 +RT @DeanLeh: Scott Pruitt’s office deluged with angry callers after he questions the science of global warming https://t.co/sJgFxxC16C,670510 +RT @greenpeaceusa: Did you miss the premier of @LeoDiCaprio's climate change documentary #BeforeTheFlood yesterday? Catch up here >> https:…,187322 +RT @SSludgeworth: Yeah...about that 97% human cause global warming Consensus...not so much https://t.co/Ror6XQiTni,643839 +RT @CNN: No snow where there should be. Bleached anemones. Cracks in the ice. This is what climate change looks like:…,656403 +😑😑 Of course this idiotic cheeto puff thinks global warming is a hoax. #trumpisanidiot https://t.co/zZMtLtpvQP,407063 +"RT @davidmweissman: My response to climate change, Summer, Spring, fall and winter, any questions? https://t.co/hUT09x7Ohr",456801 +EPA chief Scott Pruitt doubts carbon dioxide the key culprit in global warming https://t.co/zhAiTgtxaC #breakingnews https://t.co/2BkKCWZMMm,279241 +RT @BelugaSolar: The complex world of climate change governance: new actors; new arrangements https://t.co/kflzE5JNKz,173656 +"RT @Sustainable_A: #ClimateChange #GIF #New #earth, weather, planet, vote, climate change, environment, climat… https://t.co/QmxXD5zbC0 htt…",140144 +COP22/OceansDay/Mauritius: Africa needs to develop ocean economies and factor in climate change impacts #envcomm #cop22_ieca @theieca,695410 +RT @ClimateCentral: Here's how climate change will affect sea level rise (and flood cities) as the world warms https://t.co/btLitj44uU…,342379 +"RT @EricHolthaus: Do you live in Kansas—and worried about climate change? What's your hope for the next 30yrs? What changes, what remains?…",904821 +RT @ETGilmour: Why would a government supposedly committed to fighting climate change cut the transit pass tax credit #budget2017,102149 +@tomfletcherbc I am getting tired of shoveling snow. When is that global warming choose to kick in?,315058 +"RT @ChiOnwurah: Popped into new #gimmeshelter exhib @tynesidecinema exploring linking migration, war & climate change. Highly recom…",443380 +"Not, say, climate change. How the Japanese PM’s convoy merges onto highway.",328359 +RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,822742 +RT @jay_zimmer: Icebergs for global warming https://t.co/8ZYOZK4KfR,363827 +"RT @WWFCanada: This #EarthHour, let's shine a light on climate change. https://t.co/PfMFZoEbwX #ChangeClimateChange https://t.co/sMQ0DE3ht7",369444 +RT @COPicard2017: Hey @EPAScottPruitt we are affecting climate change. 202- 564-4700 is the number we will keep calling to let you kn…,15004 +World leaders duped by manipulated global warming data https://t.co/LYvwIY1AJN,425757 +RT @ReutersUS: Teens suing U.S. over climate change ask for Exxon's 'Wayne Tracker' emails https://t.co/RydtxYesfU https://t.co/CM2dfyj3vx,795670 +RT @TheWiseBook: This photo by Kerstin Langenberger shows how polar bears are being affected by climate change. https://t.co/ngoqtGVVA1,994106 +RT @nobarriers2016: .@HillaryClinton is the only candidate with a plan to combat climate change. https://t.co/eVXkpYxiut #ImWithHer,521233 +@molly_knight @seanhannity Liberals ride around in jets while whining about global warming! Just like you a lying l… https://t.co/uw24GMR2Na,629606 +Prediction: Republicans will soon shift from denying human-caused climate change to endorsing its continuation. https://t.co/4UInk4024C,428345 +RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,376182 +RT @AMZ0NE A SciFi author explains why we won't solve global warming. ▶https://t.co/YsvIEkLWWA https://t.co/UtilSIpZdM #amreading,557421 +RT @SRehmanOffice: For how long is the govt going to ignore the threat of climate change? #ClimateChangeIsReal https://t.co/884wFJh5sc,351678 +RT @BernieSanders: 'The concept of global warming was created by and for the Chinese in order to make U.S. manufacturing non-competiti…,566520 +"If you still don't believe in global warming come to Michigan for a week, it's supposed to be spring rn but IT'S ALSO GONNA SNOW FUCK",951080 +Global climate change action 'unstoppable' despite Trump https://t.co/Snz9N0ooDf https://t.co/Ql2vBJPZv4,431383 +RT @iangwalters: Allen leading the discussion on climate change resilience and response #FSB2017 @Ethical_Partner @SLCPropertyUK https://t.…,164681 +RT @Liz_Wheeler: Why can't climate change scientists answer THIS question? #MarchForScience https://t.co/obzLHSZFQk,711690 +RT @jonkudelka: Oh FFS nobody cares what the IPA thinks about climate change you are a right wing think tank not a science faculty. #qanda,487536 +"RT @riyasharma266: climate change is another way to screw money from the poor suckers the whole thing is a hoax +#climatemarch",12892 +@DRUDGE_REPORT @KurtSchlichter What do CNN and global warming have in common?,93856 +There's a link between climate change and immigration. https://t.co/J0dAntyxp2,616594 +RT @NYMag: EPA removes almost all references to climate change from its website https://t.co/V2WIwvRbWZ,55340 +"RT @emmkaff: Scientists: Don't freak out about Ebola. +Everyone: *Panic!* + +Scientists: Freak out about climate change. +Everyone: LOL! Pass m…",977890 +"RT @Greenpeace: Tropical plants & animals are most affected by climate change, and almost half have experienced local extinctions… ",767055 +RT @esterlingk: @oren_cass changed the way I view climate change with his latest piece in @NationalAffairs https://t.co/gHjkm2UO01,449932 +"When water is lapping at the doorstep of Floridians, the Republicans will suddenly become environmentalists and proponents of climate change",916728 +RT @TheEconomist: Can Europe carry the Paris agreement on climate change forward now that America has left? https://t.co/kY9AUqgVFr https:/…,116029 +RT @GNNGoodNews: #GoodNews #Environment Bill Gates launches $1 billion clean energy fund to fight climate change…,385866 +climate change isn't real' 'bitch tell that to the weather',560183 +"RT @leepace: At #COP22 to take a stand against climate change. +Stand with me. Take @ConservationOrg’s pledge. +https://t.co/Irgg87dNWj +#Eart…",264529 +"RT @JonRiley7: Pence says climate change is part of a 'liberal' agenda. No Mike, everyone IN THE WORLD but y'all think we must act. +https:/…",410097 +"RT @wwf_uk: BREAKING: Polar bear on a Scottish island, showing the real effects of climate change https://t.co/H7GrMd0uhv…",759381 +RT @planetmoney: Why rats love global warming. https://t.co/oqex8zkmMD,846166 +@FoxNews Well climate change has been proven with factual science that its real & is not 'horribly wrong'. Take he… https://t.co/Pss0cUcUAA,975978 +RT @CNN: No snow where there should be. Bleached anemones. Cracks in the ice. This is what climate change looks like:…,73908 +Walmart: This was our 'ah ha' moment on climate change https://t.co/2pMyj29Em3 #EnergyNews,564366 +RT @davecclarke: The Trump administration just disbanded a federal advisory committee on climate change https://t.co/SSggVio65i,218212 +"We have a president-elect who doesn't believe in climate change. Millions of people are going to have to say: Mr. Trump, you are dead wrong.",774290 +"RT @nottsgreenparty: We'd love to hear from more local organizations involved with human rights, climate change, social justice and democra…",468930 +RT @SwiftOnSecurity: What if global warming is a conspiracy by the solar panel industry to make the sun come out more 🤔,692526 +RT @AIANational: We understand that buildings contribute to climate change and architects play a vital role in combating it:…,425303 +RT @davidsirota: It’s almost as if both parties & DC media will do anything to distract attention from stuff like climate change and the ec…,907670 +Congrats to those who voted for Trump&got the results they wanted-Scared what his presidency will mean for the fight against climate change,345212 +"AIA urges architects, federal government to tackle climate change - Curbed https://t.co/Hp4EGvd763",686682 +"RT @Radio702: It's official! Inequality, climate change and social polarisation are bad for you! For the latest from #WEF2017 -… ",130895 +RT @jamestaranto: Trump turns out to be much more knowledgeable about 'climate change' than anyone was giving him credit for. https://t.co/…,78847 +"RT @ReillyRick: If you care about climate change, religious freedom, gun sanity, women's rights + racial harmony, this is a terrifying nigh…",813529 +RT @business: China tells Trump climate change isn't a hoax it invented https://t.co/eWVQtI28t3 https://t.co/7qV3RfzTTE,512340 +"RT @CollinRugg: Dems fight 'climate change' + +Repubs fight Radical Islam + +Climate doesn't run over innocent people in the streets of London…",643621 +RT @CherMarieSmith: Biggest #climatechange threat to #health = #FoodInsecurity. Project will study food systems & climate change: https://t…,492385 +The Guardian view on climate change: bad for the Arctic | Editorial https://t.co/38gfJ17Q9F https://t.co/hCLiddFKyi,105981 +.@EPAScottPruitt doesn't think CO2 drives climate change? Let's send him a copy of 'Global Warming for Dummies': https://t.co/tZ0uJH8oKZ,106267 +"We did it, America. We beat global warming. https://t.co/BbZqC4J6zF",395551 +RT @AP_Interactive: Immerse yourself in a #GlobalWarming #360video experience on how the green house effect impacts global warming.…,133092 +RT @CatherineForNV: I believe in science. I believe in climate change. Let's protect our precious resources including the air we breathe &…,62304 +Bill Nye is roasting Trump so hard that he finally might believe in climate change #billbillbillbill,773877 +"What does a community orgainizer from ganstra Chicago, know about climate change ? Surely he'll donate fees to Gore. https://t.co/waxSHN75VM",261474 +Radical realism about climate change https://t.co/SbqnmIs7no,2066 +RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,880642 +"RT @GlblCtzn: Obama rejected the pipeline, saying it would diminish the global leadership of the US in fighting climate change. https://t.c…",168822 +@Taxpayers1234 @NortonLoverPNW @SteveSGoddard Say goodbye to the raptors of Maui. They must be sacrificed to the god of climate change...,291414 +RT @nybooks: An Exxon scientist warned that “hard decisions” would soon need to be made about global warming. That was in 1978. https://t.c…,518500 +RT @CNNPolitics: Donald Trump meets with Al Gore on climate change https://t.co/8RuTHy2stv https://t.co/lSLFK2ozrS,474278 +"RT @KTLA: Ralph Cicerone, former @UCIrvine chancellor who studied climate change, dies at 73 https://t.co/M9naFI4aqm https://t.co/bl1nOMdpJd",250041 +RT @livingarchitect: Octopus in the parking garage is climate change’s canary in the coal mine https://t.co/6afuPcUouS,369792 +"RT @chrstphr_woody: First that sinister request for info on Energy Dept staffers who worked on climate change, now this. https://t.co/c8dar…",549105 +RT @IrvineWelsh: Putting a climate change denier in charge of environmental policy is like putting somebody who believes the Earth is flat…,735919 +"RT @H2AD: Renewable energy with or without climate change #renewableenergy #wednesdaywisdom +https://t.co/SwTklbNGRv",415660 +New study points to ‘global cooling’ on Antarctic Peninsula contrasting fears from climate change hysteria https://t.co/1wf4vd3mBZ,390548 +@michaelmocciaro @kurteichenwald Its about climate change.,586365 +"@cnni Trump did not say climate change is a Hoax, it was a trade agreement where china is exempt from climate rules that he was pointing out",801663 +"China’s ‘airpocalypse’ a product of climate change, not just pollution, researchers say https://t.co/ktxUyb2zSs",21444 +RT @ClimateCentral: Here's how climate change could flood cities (and states) as the world warms https://t.co/YDgShYKusq #BeforeTheFlood ht…,429715 +So apparently what global warming means for me is spending a lot of time being furious that it's warm & sunny #iwantFALL,485778 +RT @WernerTwertzog: The very rich will be able to hide from the most dire consequences of human-made climate change for generations.,353052 +RT @SenWhitehouse: WATCH & RT: Dark money -- funds that can't be traced -- is the reason Congress is failing to act on climate change. http…,39102 +Looking forward to #ssnconf16 tomorrow? Us too! Get in the climate change mood with our new newsletter MORE >> https://t.co/k1W3mpTM0G,874377 +RT @Independent: Emergency campaign launched to convince Trump climate change is real. Failure risks 'planetary disaster' https://t.co/Vwyl…,582519 +Kids are taking the feds -- and possibly Trump -- to court over climate change https://t.co/NR5VgjZ66h by #CNN via @c0nvey,714029 +RT @hannaseidel: it's 80 degrees in the middle of february but 😊 global warming 😊was a hoax 😊created by 😊the chinese 😊 right 😊,562887 +"global warming is real, and caused by humans",161206 +RT @weshootpeople: Leonardo DiCaprio is on a mission to fight against climate change. 'Before The Flood' [whole film] https://t.co/R1vioIia…,242518 +@_mackenziemaee @FieldNigra @Southergirl76 polar bears for global warming,333341 +RT @Reuters: Secretary of State Kerry urges countries to treat climate change as urgent threat despite uncertainty he says creat…,526794 +"RT @amywestervelt: List of things removed from WH site as of 11:59 last night: climate change, civil rights, LGBT rights, various mentions…",862925 +RT @SydPeaceFound: . @jessaroo If we want peace with justice we can't ignore climate change #sydneypeaceprize,964831 +RT @UberFacts: A study found having a teacher who believes climate change is real is a strong positive predictor of students' belief in glo…,141282 +RT @sciam: The U.S. electric industry knew as far back as 1968 that burning fossil fuels might cause global warming https://t.co/TkGxR5Dn2q,642970 +Humans are set to witness ‘dangerous’ consequences of global warming in this lifetime https://t.co/BzLkrXtJin,437390 +Sounds like climate change! Archaeologists Investigate Eroding South Carolina Shell Mound - Archaeology Magazine https://t.co/fd8bEJGYbe,251594 +RT @LWV: The EPA deleted any mention of climate change from its website. This is unacceptable. #DefendClimate https://t.co/aR3qGxQ0Cp,3947 +RT @DavidWohl: It could rain for a year straight and they'd say the same thing. It's all tied to the politics of global warming…,782071 +"RT @opurra: What climate change deniers, like Donald Trump, believe https://t.co/GoA7JTPANg",876155 +Expert on climate change policy she held position of the country manager of the BMU CMD/JI Initiative #TEDxMICA #Panorama,518691 +RT @realamymholmes: This is *real* commitment to 'global warming': Leonardo DiCaprio sunning himself on a 450ft. superyacht in Cannes. http…,571034 +@GhostPanther Facts: 'man made' climate change is the hoax. No macro evolution only micro. Sexual identity developed between ages 3-7.,57352 +RT @CNN: .@SecretaryRoss on budget cuts for climate change research: “My attitude is the science should dictate the results” https://t.co/m…,444558 +RT @ryanlcooper: Donald Trump will take office at the worst possible time for climate change https://t.co/EvlNz9L8Uc https://t.co/RW9RRrJsC0,44613 +RT @ForecasterEnten: College educated GOPers are most likely GOPers not to like Trump. They're also most likely to think climate change eff…,583126 +"RT @World_Wildlife: Irresponsible food production drives climate change, which drives more irresponsible food production. Time to break…",516278 +RT @ReutersWorld: China still committed to Paris climate change deal: foreign ministry https://t.co/XlADjomFIa,599097 +"@spacebull4000 @TradrofTheNorth lol, another propaganda sponge. Your religion is climate change, and it’s fucking pathetic.",144626 +climate change deniers blaming the sun. Say what?! https://t.co/okONWpzdaB #hocus #potus,362282 +"#morningjoe +#msnbc +Don't worry #Heartlanders the coastal blue bubble will fall off into the ocean with climate change + +Ahaaa aaaaaaaaa",465505 +"Indigenous rights are key to preserving forests, climate change study finds https://t.co/wMLlp1LAap",781993 +RT @teroterotero: LOL people in Louisiana swampland don't think global warming will hurt them https://t.co/smkBpiA1Qs,840724 +RT @WenonahHauter: Some hope for the future. Judge rules youth can sue over climate change. #NoDAPL #BanFracking https://t.co/2lpXTE2S4k,385584 +"RT @theblaze: Anti-Trump actor fights global warming, but won’t give up 14 homes and private jet https://t.co/183dh8BYBh https://t.co/HSvBv…",332709 +RT @EnvDefenseFund: Scientists say these 9 cities are likely to escape major climate change threats. Can you guess where they are? https://…,913766 +RT @Ede_WBG: Master plans that help #buildresilience need to consider uncertain futures due to climate change: ROBUST designs https://t.co/…,49767 +"#DailyClimate As Trump heads to Washington, global warming nears tipping point. https://t.co/5uqTbY7uuC",416908 +RT @postgreen: These stunning timelapse photos may just convince you about climate change https://t.co/kmiKMejHiw https://t.co/BA8OAE8Gy8,607640 +"RT @pewglobal: Europeans say ISIS is top threat, but worry about climate change & economic instability too https://t.co/mv0Rlbfr9X https://…",642312 +We got your climate change right here @realDonaldTrump @VP https://t.co/T20ehlcllW,66809 +@BBCWorld Merkel wanted it to be about 'climate change'. Trump used it to talk about important issues. And stole the show.,55451 +"RT @Alex_Verbeek: Polar vortex is shifting due to climate change: extending winter + +https://t.co/MB3jpJY3Mn #climate #weather…",776252 +RT @RacingXtinction: Today may be one of the largest protests in history asking world leaders to act on climate change…,146193 +RT @climatehawk1: Economists agree: economic models underestimate #climate change https://t.co/0VmQxA6ish via @drvox #globalwarming…,839366 +"RT @KimWeaverIA: #StepsToReverseClimateChange Vote out climate change deniers like @SteveKingIA who says, climate change is more 'a…",579210 +@dailykos But there is no global warming. Ha!,597687 +"If Smash Mouth believe in global warming, how can people doubt that? It was in a song! Has to be true https://t.co/0uA7kCoHdb",619476 +"RT @thehill: GE CEO vows to ignore Trump, continue to fight climate change: https://t.co/NyKPM34zwY https://t.co/4V9XGapy7M",414013 +RT @BhaskarDeol: Watch this beautifully articulated film on why we must act on climate change: Three Seconds https://t.co/VGBFk4pC1c,380700 +How do you save Lady Liberty from climate change? https://t.co/3dXgrrhl3D via @climate @ladylibertybook,896367 +"RT @s_rsantorini630: Apparantly Bill Gates (who doesn't listen to GOP geniuses who deny climate change) starts $1B fund to combat it + +http…",334698 +RT @SenSanders: We have a president-elect who doesn't believe in climate change. Millions of people are going to have to say: Mr. T…,314624 +RT @davidsirota: WOW: “You and your friends will die of old age and I’m going to die from climate change.â€ https://t.co/tFswYjwczQ,991473 +RT @jilevin: Is climate change a massive hoax or not? Which makes more sense? #green https://t.co/7TEqYEJr2t,549413 +"RT @IndieWire: Watch Leonardo DiCaprio's climate change documentary #BeforeTheFlood for free online +https://t.co/g3iUV8yU0u https://t.co/L…",242209 +"From heatwaves to hurricanes, floods to famine: seven climate change hotspots https://t.co/Ki5IIY15Ip",969368 +Obama talks social media and climate change in final address - Engadget https://t.co/whCIbgTXdD,348883 +World leaders duped by manipulated global warming data https://t.co/1NGvTMliIt via @MailOnline,418492 +RT @missxeroxes: Do you believe that global warming is a hoax?,470540 +RT @BernieSanders: 'The concept of global warming was created by and for the Chinese in order to make U.S. manufacturing non-competiti…,458378 +RT @teague: only in America do we accept weather predictions from a groundhog yet refuse to believe in climate change from scientists,109266 +Report helps scientists communicate how global warming is worsening natural disasters | John Abraham… https://t.co/94mCqWxBSL,796016 +RT @TeamTrump: .@realDonaldTrump will cut taxes & cancel billions in global warming payments to the UN so we can use that money to…,146189 +Why the Democrats need to get radical on climate change https://t.co/LCNyr2lZuD,908598 +RT @cbxhuns: people blame exo for everything. your faves losing? exo's fault. global warming? exo's fault. the world ending next month? exo…,305829 +RT @davidsirota: How does the NYT write a story about Tillerson's appointment and not even once mention the term 'climate change'? https://…,150626 +"This new movie on climate change is well done, and now free online for a couple more days https://t.co/Mn52WUoDL9",314295 +@Megancats Maybe climate change will take us all out first. 😢,785092 +RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,349953 +"Stop the madness: the plight of climate change, the responsibilities and hope for change @YebSano #Greens2017 + +https://t.co/0EHMwmZ3VE",315604 +Theresa May admits climate change is not on the agenda as she meets Trump at G20 https://t.co/uQMsBdhA4f,719053 +RT @guardian: Finland voices concern over US and Russian climate change doubters https://t.co/MyyFMFZPMr,625475 +"RT @IOMchief: Mary Robinson’s call to action that climate change must inform the Global Compact on Migration +https://t.co/StEPM803KL",904281 +"RT @Alex_Verbeek: �� + +New coalmines will worsen poverty and escalate climate change + +https://t.co/SA7laCEPv7 +#climate #coal…",864899 +RT @deathyeezus: Desiigner learns about climate change �� https://t.co/O545iDuXV1,98191 +"RT @ClimateReality: Globally, women are often more vulnerable to the effects of climate change than men https://t.co/TouOd4AGyZ…",393935 +@ScottAdamsSays isnt 'climate change' @ broadest level a checkmate of confirmation bias: temp up = confirmation. Temp down = confirmation,976682 +@UNICEF A solution for poverty and global warming https://t.co/htrWOJws1K in less than 30 pages,115902 +@cnn its v worrying that science must find a mechanical way to pollinate flowers & fruit trees. Pollution & climate change 😔 killing bees,714477 +@AchmarBinSchibi @anagama #DonaldTrump and #HillaryClinton need to get the message that the answer to global warming is not nuclear winter!😆,904871 +RT @JacobWhitesides: I think that's global warming not christmas https://t.co/VVAzjVXH6w,40002 +RT @MatthewACherry: What climate change? https://t.co/QC0yIrbVpo,196167 +Is there a link between climate change and diabetes? https://t.co/sUekMB3vux #awesome,876677 +RT @first_affirm: Public-private partnerships key for cities to invest $375B over the next 4 yrs to avoid catastrophic climate change https…,639041 +Palau: on the frontline of climate change in the South Pacific https://t.co/Fj8fA4rMIE,658238 +RT @DontBlowItTrump: The biggest threat to mankind is NOT global warming but liberal idiocy👊🏻🖕🏻 https://t.co/UDEt6fs9gr,118538 +RT @adetigoal1: @ukblm biggest load of rubbish climate change does not look at colour or creed numbskulls just for your info city airport i…,585684 +RT @thehill: EPA spokesman: No plan to take down climate change webpages https://t.co/2wLV2DRc1W https://t.co/nxQp9A16SI,212373 +"RT @ajplus: 'You might as well not believe in gravity.' + +Leo slams climate change skeptics. https://t.co/kdzZbcZHCL",439871 +RT @AJEnglish: 'Protecting the Earth's lungs is crucial if we are to defend the planet’s biodiversity and fight global warming.' https://t.…,372248 +RT @BernieSanders: Some politicians still refuse to recognize the reality of climate change. It's 2017. That's a disgrace.,808291 +"If global warming isn't real , how do you explain Club Penguin shutting down?",740677 +RT @Gizmodo: Donald Trump: Maybe humans did the climate change after all https://t.co/yZcprfdjBH https://t.co/XPUoMGs0to,286600 +This is just plain nuts: 50 minutes spent on talking about climate change by Networks. Watch @NewsHour… https://t.co/SWTQRKE7UH,39137 +"RT @GeorgeBludger: Economy stalled, NBN ruined, climate change policy non existent, emissions up, debt doubled with nothing to show fo… ",242134 +RT @rebleber: What does a climate change denier wish for when everything seems possible? https://t.co/7ysDMUSFEy,789533 +RT @RogueNASA: NASA is defiantly communicating climate change science despite Trump’s doubts #resist https://t.co/b1bhtvnYsN,974607 +Care about climate change? Sign up for the Speak Up Week of Action now! https://t.co/u3bBTydNkI #speakup,121892 +RT @hblodget: 73% of Americans believe climate change is real https://t.co/bTMTETlPgI @danbobkoff,925466 +On the list of least surprising things to learn about Philly sports figures: climate change deniers https://t.co/PDAE399pym,659381 +@Agriculture_Neo #watertable please share ideas to bring up ground water level and reduce global warming,71947 +RT @BioSRP: GMO super plants will save us from global warming says German scientist! (No mention of ordinary plants. Like trees) https://t.…,619589 +RT @DhakaTribune: #Trump's win #boon for climate change #sceptics? https://t.co/HXthlbYivl via @DhakaTribune #DT #World #Climatechange,538261 +RT @DebDay1958: @marcorubio #blockPruitt. He is a climate change denier unfit to head EPA.,401624 +RT @WIRED: What a Trump presidency means for the global fight against climate change: https://t.co/JhDmByNpNP,592687 +Watch Phoenix's @MayorStanton discuss how mayors of cities across America stepped up to fight for climate change po… https://t.co/58C8TGf8PN,770681 +Harry is introducing someone to the dangers of global warming tomorrow,655254 +"Important conversation here, not just on science of climate change but on its rhetoric: how best to convey/dramatiz… https://t.co/5s5Rv8kYFK",803295 +"Pope, Orthodox leader make climate change appeal to 'heal wounded creation' https://t.co/wr1gUxK4TR",770982 +RT @nytimes: President Trump’s proposed EPA cuts go far beyond climate change https://t.co/WmNMC9MtQm,841939 +Macron teams up with Schwarzenegger to troll Trump in climate change video https://t.co/XeJ4B06zvo https://t.co/0AdvG1wGLy,773430 +"RT @YungKundalini: Also the owner of #Coachella, Philip Anschultz, actively supports anti-gay and climate change denying groups.",910369 +"RT @sandiesvane: climate change is real, lgbtq+ people deserve human rights, racism has no place in politics, and donald trump is a piece o…",529946 +Scientists just published an entire study refuting Scott Pruitt on climate change https://t.co/IVW5y17TmZ https://t.co/m9DDZcFoKo,453960 +RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,199412 +@MrsBrandhorst REI frames their story around global warming and how it's in our hands to make sure our votes protec… https://t.co/6ycPkWO0eZ,928138 +RT @climatehawk1: Here's how #climate change is making Americans poorer | @Sojourners https://t.co/Z0kesnHZVs #globalwarming…,89026 +"@washingtonpost Like global warming regulatory crap, increasing the poor's expenses by $2,700/year?",936076 +RT @SethMacFarlane: HRC proposes installing half a billion solar panels by the end of her first term. Trump thinks climate change is a hoax…,48194 +"A cyclone has been ripping through Queensland, Australia. It's not due to man-made climate change -- Queensland has always had cyclones.",543968 +@telesynth_hot @Earth10012 you don't debate liars. Deniers are idiots that know SFA about climate change,428811 +#BreakingNews Weather Channel storms at Breitbart over climate change video - CNET https://t.co/hJ9I1e4WF9,199176 +Or maybe global warming???? Lmao https://t.co/nBvNU1nJoy,308647 +RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,472164 +RT @washingtonpost: Trump says 'nobody really knows' if climate change is real https://t.co/FQZAhTMLM4,14347 +This is why we are rightfully scared of Trump. First a climate change denier as head of EPA and now this guy go do… https://t.co/7MW3HedFV8,792863 +"‘Stop lying to the people,’ on #climate change, Schwarzenegger tells Republicans: Sacramento Bee https://t.co/i23YyoEeGq #environment",730475 +@JoyVBehar SHUT UP joy....climate change is a hoax & if ur dumb enuf believe its a problem...ur really stupid #ClimateChangeHOAX,302030 +RT @susannareid100: Brighton's @ivanka responds to President-Elect mistaking her for @IvankaTrump by advising him on climate change (wh…,729730 +"American fears about climate change hit record high, poll finds https://t.co/gYUvM5cwWB # via @HuffPostGreen",355810 +"Save water,grow tree than less global warming",520559 +"@Harlan @LouiseMensch This is all because of global warming. Methane blast from Soros's donkey ass. $50,000,000. Ouch����",116986 +"If scientists can't convince the US that climate change is real, how can its citizens convince eachother to change?",242175 +@eoghanmcdermo @Dermiemac That's ME!! I'm mad into climate change these days. I'm thinkin of starting a club,214431 +RT @SethMacFarlane: HRC proposes installing half a billion solar panels by the end of her first term. Trump thinks climate change is a hoax…,627510 +Germany tells World Bank to quit funding fossil fuels | Climate Home - climate change news https://t.co/CQwzUzbUW0,372797 +Investment key in adapting to climate change in West Africa https://t.co/zJ3pozUcvx,821047 +RT @latimes: How will California battle climate change? A new proposal revs up debate over cap-and-trade program https://t.co/vJgcgoGpqF,859883 +RT @UNHCRUK: How many people are already displaced by climate change? Check out our climate change FAQs for these & more answers…,184039 +@NewDay @MarshaBlackburn How does CNN find these Blonde Bimbos. She is living proof of climate change. Mind is polluted with Trumps Farts,575649 +"As Alaskans head to the polls, climate change is threatening to transform all aspects of life https://t.co/1TRjwSXtcc",406507 +"RT @CBDNews: New data: 'Long-distance migratory patterns of #birds follow peaks in resources', disturbed by climate change @UPI… ",208568 +"#Science - Nuclear warhead could trigger climate change, The researchers from the Univer... https://t.co/wLUkreSGzf https://t.co/AunUZI3lRq",371985 +"“Trump, Putin and the Pipelines to Nowhere” by @AlexSteffen +Delay addressing climate change is their game. +We lose https://t.co/XfDqIVjGpg",440835 +Are these the innovations that will save us from climate change? https://t.co/WuaXpTMoWY via @wef,647629 +Ngl global warming kinda made me forget about snow,897754 +EPA boss says carbon dioxide not primary cause of climate change https://t.co/VykSCZEry3 https://t.co/AiWMIbHsRr,802877 +RT @IndyUSA: Scientists explain apocalyptic effect of Trump pulling out of the Paris climate change agreement https://t.co/7opo7NhjjD,254620 +RT @anylaurie16: The kids suing the government over climate change are our best hope now: https://t.co/0sX7TfRgSy,306648 +"RT @iyad_elbaghdadi: Trump's CIA pick is Mike Pompeo, who is pro-NSA, pro-guns, pro-Gitmo, pro-GMO, a climate change denier, and staunch…",80762 +"RT @nycjim: In Florida, Trump pledges to stop sending money to the United Nations aimed at fighting climate change. https://t.co/G7kNkbrNM8",65253 +How embarrassing will it be when the non-science-challenged foreign leaders have to deal with how @realDonaldTrump perceives climate change?,221872 +The fact that we are all enjoying global warming 😫 it's 55 degrees in MN in November,655251 +RT @TheSocReview: How a Swedish biologist is forcing people take responsibility for their own part in climate change https://t.co/nAdhycXb…,400521 +"RT @ClimateCentral: February’s record warmth, brought to you by climate change https://t.co/cWuMQk8e23 https://t.co/k2RJ7ItxC1",899111 +"Climate change is happening now – here’s eight things we can do to adapt to it + +https://t.co/iTyQnCgnkG + +Adapting to climate change.",213627 +RT @nytopinion: China and India are doing more to fight climate change than they promised in Paris https://t.co/1QpwWV5RCW https://t.co/8M6…,32882 +"@longwall26 Hell, with Antarctic ice shelves breaking off due to climate change, a Titanic fate would be an irony none too rich!",127013 +.@johniadarola This is turning into the left-wing version of climate change denial-and it's equally dangerous. THAT… https://t.co/TfuNAggdGw,296021 +RT @emmalherd: Record-breaking climate change pushes world into ‘uncharted territory’ https://t.co/9kfxJZCbEH,246508 +RT @charlescwcooke: Writing “none of this is to deny climate change” and describing “human influence on that warming” as “indisputable” mak…,881303 +"@marie_dunkley arseholes couldn't predict tomorrows weather in a 4 month heat wave, yet we trust them on climate change! narrr",877621 +RT @WhyNomii: Have a stake in businesses that would profit off of global warming 💁 https://t.co/KNBpW8y4e2,913736 +"Supreme Court, building on healthcare, climate change...#ButHillarysEmails",28168 +RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,616816 +"RT @Bwdreyer: You'd think POTUS could take a moment to call for calm & peace in his own country? No Obama, talks climate change.…",337927 +RT @ReutersPolitics: Trump to roll back use of climate change in policy reviews: source https://t.co/dqiy3y0GNP,60850 +"RT @SethMacFarlane: Are we looking at an America that officially believes climate change is a hoax? Sorry, everybody else.",382625 +RT @ChadBown: Scientists from 13 federal agencies draft a report concluding Americans feel the effects of climate change right now https://…,306424 +"Trump's pick to head EPA is climate change denier. Good job, Florida voters. Hope u enjoy being under water. https://t.co/HWkzf7Sydl",125916 +US Defense Secretary says climate change poses national security challenge https://t.co/KifAMJ5roa https://t.co/j21Bvs3tHk,887268 +PENELITI: Pemakaian hot pants berkontribusi besar pada dampak global warming,646241 +"RT @Mikel_Jollett: The Entire Scientific Establishment: Save the planet from global warming! + +Some Random Reality TV Show Host: nah.",833300 +RT @Watchdogsniffer: Fossil fuel use must fall twice as fast as thought to contain global warming - study | Environment | The Guardian http…,640993 +RT @davidsirota: WOW: “You and your friends will die of old age and I’m going to die from climate change.â€ https://t.co/tFswYjwczQ,185928 +RT @ClimateCentral: 'Trump is wrong — the people of Pittsburgh care about climate change' https://t.co/RtNZBMfb03 via @voxdotcom,723717 +RT @Keylin_Rivera: Not surprised they (Donald's EPA appointees) forgot to take down the Spanish climate change page https://t.co/kYJeJtmkWX,161924 +Rethinking cities 4 the age of global warming suggests 2 replace 'sustainability' with 'survivability' https://t.co/yHwxKFvxxp #architecture,653426 +So u say climate change is hoax? Here is a picture from Saudi desert this morning. https://t.co/AePzbKJAG7,326871 +"RT @Independent: Earth's worst-ever mass extinction of life holds 'apocalyptic' warning about climate change, say scientists https://t.co/I…",23219 +RT @KHayhoe: I couldn't agree more. What's one of the best things we can do about climate change? Talk SOLUTIONS. https://t.co/zY9qjyheU6,694941 +RT @PopSci: How we know that climate change is happening—and that humans are causing it https://t.co/8Z9EhVR2eM https://t.co/fzljpWBfGF,511624 +"RT @Greenpeace: Sorry deniers, climate change hasn't slowed down this decade https://t.co/13IBWRSeN4 https://t.co/lxhfQsYTqE",713841 +"End coal by 2030 to meet Paris climate goal, EU told | Climate Home - climate change news https://t.co/afckM4lu5T via @ClimateHome",757148 +RT @paulkrugman: The climate change story just keeps getting more terrifying https://t.co/6YNcdKhcUQ https://t.co/rasgN6NOZd,233609 +RT @asamjulian: Angela Merkel seems more offended over Trump disagreeing on climate change than she's ever been about terrorism in her own…,481699 +RT @washingtonpost: Meet the rogue Twitter accounts created to fight Donald Trump on climate change https://t.co/jGKyNMlK0y,788178 +What are they smoking? Green Party blames World Series rain delay on global warming https://t.co/OEPjDMdgp2 via @twitchyteam #climatecon,258840 +"RT @Energydesk: Without the Congo Basin rainforest, efforts to tackle climate change are dead in the water https://t.co/Z7A0F0hKxu https://…",180910 +"And for their win, Va Tech gets the black diamond trophy, which is an ad for coal. Includes black lung and global warming for everyone.",143846 +RT @mishacollins: Good point! @realdonaldtrump IS the candidate who might end global warming by bringing us nuclear winter. DON'T BE…,397187 +"RT @agripointglobal: To curb climate change impact to farmers, knowledge and intelligence is key. @CICCA_CSF @SDGsClimate @weathernetwork @…",735956 +"Anybody want to tell @washingtonpost that being against global warming doesn't sell well in WI, PA, MI, IA, OH in J… https://t.co/stjXT5eQXf",697066 +RT @SenSanders: If we don't address climate change there'll be more conflict over limited resources. We must listen to scientists not fossi…,398754 +RT @NRDC: Trump’s denial of catastrophic climate change is a clear danger. Here's why: https://t.co/ig2noyUP1x #ActOnClimate,159756 +@jonlovett I'm terrified. I work for a DOE contractor and know global warming is real. Just waiting to see my name on a list come January.,583833 +RT @brady_dennis: Paris accord nations resolve to push ahead on climate change goals — with or without the U.S.: https://t.co/JTyUGSuecf,347170 +"@washingtonpost Oh for Christ's sake, why not say border walls will make climate change worse? For cryin' out loud report on REAL NEWS?",840626 +"2016 warmest year in UK since 1850 https://t.co/9r2QUN9WUC global warming at alarming rate, cooperate everyone",976083 +RT @Slate: China very kindly explains to Trump that it didn’t invent climate change as a hoax: https://t.co/wqQuPCgbeH https://t.co/2bFJ4wL…,936082 +It's going to be 81 degrees today...in the middle of November... and Donald trump still doesn't believe in global warming,707118 +People who don't believe in climate change are the scariest types of people,230817 +RT @SenSanders: We have a president-elect who doesn't believe in climate change. Millions of people are going to have to say: Mr. T…,647480 +"RT @SteveSGoddard: Your SUV was causing disastrous climate change in the 1870s too +https://t.co/8noB4LSkEm https://t.co/3kr6qcfPlG",886880 +RT @NBCNews: U.S. Secretary of State Rex Tillerson used an email alias as Exxon CEO to talk climate change…,669722 +Why land rights for indigenous peoples could be the answer to climate change https://t.co/krvS2D7ACJ,89211 +RT @COP22: In 4 days the most ambitious climate change agreement in history enters into force. Have you read……………… https://t.co/KqFyyWF8uD,965203 +RT @cbcasithappens: ICYMI What a Trump presidency could mean for climate change: https://t.co/cEFRJAPVT3 https://t.co/4bHJgk6R7p,205053 +"RT @CNN: From urbanization to climate change, Google Earth Timelapse shows over three decades of changes on Earth… ",792494 +@chweaver96 Omg sometimes I hate being home bc I got in a fight with my dad earlier bc he tried saying global warming isn't real ����,810157 +RT @FAOclimate: 'We need a Gender & #ClimateChange Strategic Plan' @UNFCCC gender/climate change negotiator Winnie Masiko https://t.co/kJl2…,244378 +"#CredibleElectionsKE @AfricaTrees Grow trees, make cash as you help improve climate change https://t.co/eAiY2j1D47 https://t.co/EiRi0rmuMK",953700 +@realDonaldTrump A 2012 report by the Union of Concerned Scientists found that 93% of global warming coverage by Fox News was misleading.,823363 +"RT @realJakeBailey: Since Trump proposed the Solar Wall, the Democratic Party has started to systematically deny climate change- they now s…",643295 +RT @DclareDiane: World leaders duped by manipulated global warming data https://t.co/rgLBJEBwdh via @MailOnline,844388 +"RT @HashtagJones1: Treat climate change as the biggest threat facing the world today, because it is. #StepsToReverseClimateChange https://t…",111866 +"RT @ConversationEDU: 20 million climate change refugees? It may even be far more than that in the future: +https://t.co/LLPcLfVyDN #qanda",891158 +"RT @Independent: Manhattan Project-sized effort is needed to prevent 'catastrophic' climate change, say scientists https://t.co/Hv1rcW0Djq",658186 +President Trump's rollback of environmental protections leaves China poised to lead fight against climate change… https://t.co/BvvGLAfGfb,376161 +"RT @michaelwinn7: As it snowed in Denver, Alynski Marxist Coloradans stood around w/ global warming placards toking state weed https://t.co…",733882 +RT @timkaine: Tillerson for Secretary of State! What's next -- climate change deniers for EPA & Energy? Oh wait....,524949 +@travisjnichols @realDonaldTrump Here dumbass here's the truth Read It and Weep you climate change little bitch https://t.co/0kIKpIoQkk,754796 +"RT @NatGeoChannel: Watch #BeforeTheFlood right here, as @LeoDiCaprio travels the world to tackle climate change https://t.co/LkDehj3tNn htt…",747068 +"thats alarming for the climate change alarmists .... +(see what i did ?) +the worlds lungs were created to use up c02… https://t.co/wGKGB33Nk5",260344 +"What will kill us all first? Trump/WW3 or global warming? + +Idk but I'm gonna double down on enjoying life as much as possible, Just in case",341280 +RT @OG_Threee: It was nice as shit out today thank you global warming,833793 +RT @jurtice: How long before climate change deniers and flat earthers take a stand against trees for causing allergies?,456224 +"RT @supertaschablue: On climate change, Scott Pruitt causes an uproar - and contradicts the EPA’s own website https://t.co/O4PCRy0a1g",942777 +RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,813648 +"RT @9HUrne5nPVQ7p5h: Because of global warming, their habitat is decreasing. https://t.co/lkLPAy6axb",703664 +RT @EnvDefenseFund: 5 ways climate change is affecting our oceans. https://t.co/ejLx0v5j7D,454700 +"@glynmoody @guardian It's ridiculous, even if you put global warming and killing off the planet aside, it still doesn't make economic sense",774633 +RT @ProfTimStephens: Study: the Paris carbon budget to avoid dangerous #climate change may be 40% smaller than thought https://t.co/uaYaE7l…,713981 +Donald Trump repeatedly publicly stated he believes climate change is a myth invented by the Chinese. What 'side' d… https://t.co/VsHgOeR0Uz,439771 +RT @StevePasquale: 99 percent of the world's climate scientist agree. And climate change doesn't give a fuck what you think. https://t.co/f…,877051 +"If you're looking for good news about climate change, this is about the best there is right now https://t.co/sMOthWDGDF",557810 +RT @achimdobermann: Barack Obama on food and climate change: ‘We can still act and it won’t be too late’. https://t.co/wPcnv1qvct,999361 +Six -#irrefutable pieces of evidence that prove #climate change is real | Popular Science https://t.co/QC4Jg8MCv9 via @PopSci,541390 +RT @FlyOnTheWallPod: NEW POD--check out episode 2 of #FlyOnTheWorld a convo w/ @AmbWittig of @GermanyinUSA on climate change! LISTEN HERE h…,843489 +RT @tan123: Name one person who has ever lost a job because of CO2-induced climate change https://t.co/wIAJrAIL6o,864943 +RT @Sierra_Magazine: Republican state senator Scott Wagner suggests that climate change is caused by humans’ “warm bodies.” https://t.co/gw…,624938 +RT @ABC: Sec. John Kerry becomes highest-ranking U.S. official to visit Antarctica; he's there to learn about climate change…,672160 +"Laying here at 4:30am wondering if nuclear winter will fix global warming. +Cause even my insomnia has a bitchy, smartass side.",651084 +RT @rabihalameddine: Trump calls global warming a Chinese hoax. Clinton emails.,657393 +RT @CommonWhiteGirI: Only in America do we accept weather predictions from a groundhog yet refuse to believe in climate change from scienti…,730399 +"RT @CSLIT_TCDSB: 'You can't stop climate change on your own. But, you can take a chip off of that concrete wall, that is climate cha…",507652 +Hey let's leave science to the scientists while we completely disregard scientists and science' - GOP on climate change,836399 +Indian Ocean’s widening current to impact climate change | https://t.co/4SfgKkWEOx,231 +RT @TrueFactsStated: The incident at Trump's rally was an assassination attempt in the same sense that climate change is a Chinese conspira…,141372 +RT @SenSanders: We have a president-elect who doesn't believe in climate change. Millions of people are going to have to say: Mr. T…,67600 +"RT @afreedma: Remarkably, Trump never once acknowledged reality of global warming in his Paris Agreement speech today https://t.co/5Fwa9E4X…",486188 +RT @Soniasuponia: Octopus in the parking garage is climate change’s canary in the coal mine #tentacleloveclub https://t.co/Zld0QrmsFR https…,788413 +Everyone's caught up with North Korea and Trump. Dead silence on dangers of unregulated A.I and climate change lately.,163707 +RT @nowthisnews: These women are leading the global fight against climate change https://t.co/tELaEsa0jk,175537 +RT @pewresearch: A minority of the U.S. public sees consensus among climate scientists over the causes of global warming…,899924 +@Patbagley you forget the no climate change.,387467 +RT @FastCoIdeas: This machine just started sucking CO2 out of the air to save us from climate change: https://t.co/byIGbX4kWO https://t.co/…,300294 +RT @jorgiewbu: This is climate change. This is the struggle island communities have been facing for years. This is what's to come…,263648 +"RT @TheScarceFiles: 2010-2017, so sad to see what climate change has done to the Grand Canyon �� https://t.co/0lwReM2k8k",546601 +RT @thehill: CO2 levels in atmosphere hit new high as EPA head denies its role in climate change https://t.co/It24SxLeq7 https://t.co/QoCo6…,208409 +"RT @steven94117: he did...said man is NOT responsible for climate change! ... in so many words! no Texan will ever, ever admit oil i…",988785 +RT @WIR_GLOBAL: GOP candidate for Pennsylvania governor thinks climate change caused by Earth moving closer to the sun https://t.co/EOwYyhd…,460408 +"@erikvandenwinck I’m creating a new think tank for climate change, would you join and post your tweet also at https://t.co/u1UbQXLmrF ?",596290 +RT @kurteichenwald: China is now explaining the history of climate change science/politics 2 underscore to Trump they didnt do a hoax. God…,152927 +Too late now to stop climate change. @TheOnion absolutely nails it: https://t.co/VPXYfBSvLc,330596 +RT @CBSNews: Bernie Sanders: 'What astounds me is that we now have a president-elect who does not believe climate change is real…,813049 +"RT @rileyisokay: Actually—my uncle, Dr. Jonathan Patz, co-winner of the Nobel Peace Prize for his work on climate change, DOES know.… ",29924 +"RT @inafried: In contrast to Mnuchin and Trump, @benioff says climate change and AI actually big deals, require societal shift. +https://t.c…",966487 +RT @VickiGP1: Global warming data FAKED by gov't to fit climate change fictions #ClimateHoax #FakeNews https://t.co/q4cmkCRj9y https://t.co…,211780 +RT @insideclimate: New climate change evidence could affect legal fight over Trump’s revived #KXL permit https://t.co/xtfZOu5W5G,934971 +@PropertyBrother @MrDrewScott @MrSilverScott @hgtvcanada ' r u climate change Denier',396644 +RT @kmac: Australia just ratified Paris Agreement on climate change,389863 +How will Trump administration treat climate change? Why it's so hard to know. https://t.co/GtQdGcR4ob https://t.co/FIy4tLRUG0,151900 +Nothing worse than a climate change explosive device. Enlist with us at https://t.co/GjZHk91m2E. Join our patriots. https://t.co/bgnuD35fvk,529295 +Trump falsely claims that nobody knows if global warming is real https://t.co/pTeU8xZewZ via @Mashable,197911 +Climate change sceptics suffer blow as satellite data correction shows 140% faster global warming. https://t.co/MTI8ZqZBn2,795755 +I sat next to two Penn frat brothers last night at a climate change forum and the one guy was reading Taylor Swift/Zayn Malik gossip.,826090 +‘Bombshell’ climate-change study could totally dismantle the claim humans are causing global warming https://t.co/5yM3wP3qrm,10291 +RT @YEARSofLIVING: Celeb-packed 'Years of Living Dangerously' wants to make climate change a voting issue https://t.co/JLCns044m3 via…,827586 +"RT @business: Stopping global warming could make the world $19 trillion richer, report says https://t.co/cqwRZTGYSF https://t.co/jIVmFcrPyD",342303 +"RT @RiffRaffSolis: While you're in those booths today keep in mind one thinks climate change is a hoax, the other acknowledges it's reality…",467556 +"RT @bomani_jones: climate change has a factual basis that one side tends to ignore. which...yeah, not ideological. https://t.co/1T69ZLR029",237893 +Americans are even less worried about Russia than climate change.,182715 +RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,523321 +US budget broadside on climate change https://t.co/Z1av64FY05,363106 +RT @RedShiftedOne: @Seasaver PLEASE EXPLAIN how Canada's seal hunt contributes to biodiversity loss and climate change? Best to point to ev…,23004 +"Despite fact-checking, zombie myths about climate change persist - Poynter (blog) https://t.co/r9e2apdFDF",928252 +RT @SenSanders: We have a president-elect who doesn't believe in climate change. Millions of people are going to have to say: Mr. T…,391847 +@AbbakkaHypatia But govt does subscribe to the idea of climate change. And that idea says that you have to incentiv… https://t.co/poeagsLjRY,675665 +RT @citizensclimate: It's about security: The White House doubts #climate change. Here's why the Pentagon does not…,348827 +It is suggested by American officials the climate change has to be considered when thinking about instability. #4corners #ujelp17,729449 +RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,232059 +One relatively undocumented consequence of climate change - the impact on political parties https://t.co/taXusDIqxq by @murpharoo,171354 +RT @SciForbes: Think Trump is right and climate change is a hoax? It's time to have a serious discussion about this:…,161420 +RT @SheilaGunnReid: TFW the spenducrats take cabs to the climate change meetings while telling you to walk to take the bus https://t.co/aUv…,920419 +#Moraltime Pacific countries advance regional policy towards migration and climate change https://t.co/SFAJE0wEFn… https://t.co/Fk8pDi3k3x,125728 +RT @GartrellLinda: Gore & his money making scam of global warming is now known as climate change. The 70s warned of coming ICE AGE. YE…,529144 +RT @CDP: Want to be $19 trillion richer? Then start acting on climate change. It makes business sense says @BloombergQuint https://t.co/RG6…,38443 +CityConnect shows you how climate change will impact your own home https://t.co/m4TFu2aBFQ #disneyworld #Broward… https://t.co/s81Z63iPOp,923595 +"RT @ddlovato: #IVotedBecause I believe in equality, we need comprehensive immigration reform, I am pro-choice and global warming IS real. #…",281501 +RT @SenSanders: We have a president-elect who doesn't believe in climate change. Millions of people are going to have to say: Mr. T…,755722 +"RT @HuffingtonPost: Why so many Americans don't 'believe' in evolution, climate change and vaccines https://t.co/pYQW8pv63k https://t.co/4G…",34877 +"RT @DennisvBerkel: How climate change battles are increasingly being fought, and won, in court @tessakhan https://t.co/FrVRS6epzV",948297 +"Any of these people who take private jets should never, ever complain about climate change !!",655292 +RT @VanillaThund3r_: Where's good ol global warming when you need it?,624662 +What a Trump presidency means for the global fight against climate change: https://t.co/jV7jDVsOhq by #WIRED via @c0nvey,617813 +Scott Pruitt may sound reasonable on TV — but Trump’s EPA nominee is essentially a climate change denier… https://t.co/fOc4CoV8SG,872665 +RT @Aquanaut1967: What can robot shellfish tell us about climate change's impact on marine species? https://t.co/sqo7opKShj via @Smithsonia…,251854 +RT @CalumWorthy: A5. Those who deny climate change. There is no debate. Denying climate change is like denying 2+2=4. https://t.co/sOGmhT…,836359 +RT @washingtonpost: Analysis: Here’s just how far Republican climate change beliefs are outside the global mainstream https://t.co/PQqSPiDg…,798768 +RT @archpaper: This company is designing floating buildings to combat climate change disasters: https://t.co/1cMOL1Plb7 https://t.co/YsaWUo…,922488 +A farm in Mexico is growing a solution to climate change https://t.co/Tq8Gz1ftPH,446131 +"people always talk about how asteroids or global warming, etc will destroy the earth when in reality, it's mankind doing all the damage",711942 +@ProfBrianCox If you want to convince people of climate change just show them the unnatural toxic molecules being produced.,132672 +A trillion-dollar investment company is making climate change a business priority https://t.co/lJWFRdCq2D,117315 +RT @Plfletch: The left and right agree: Fox News destroyed EPA chief Scott Pruitt over climate change https://t.co/bBEQNLNPBj,786925 +Yay yippe trump fan ur big boy gonna make everything great again but what about global warming ! :O,88937 +RT @business: The climate change skeptics are taking over https://t.co/P5Dy8BVyQB https://t.co/XGOb0HwyKv,841709 +RT @jewiwee: This is what global warming has done to polar bears. https://t.co/zJh17H72eY,764509 +RT @astroehlein: Good to see public outrage forced a retreat here - but what about Trump's gagging of EPA & climate change info? https://t.…,263838 +@_wintergirl93 Sally Krohn is not qualified to make climate change policy,903611 +RT @yiffpolice: the new bill nye tv show is getting me all riled up about global warming. we have the technology to stop using fossil fuels…,135121 +RT @HuffPost: Federal scientists leak their startling climate change report to keep Trump from burying it https://t.co/83cZF2aLkl https://t…,144821 +https://t.co/S9ioOOk9jW Do aliens exist: Martians may have been wiped out by global warming on Mars #mars,632162 +@adroops46 @POTUS I don't believe in fake global warming.,360173 +EPA removes climate change information from website https://t.co/o6Jpl63eAR,448103 +"Ecumenical Patriarch blasts ‘disgraceful’ inaction on climate change, says ‘survival of God’s creation’ is at stake https://t.co/uWT8BhHUk1",678866 +"RT @JaredWyand: Steve Bannon means bye bye to the climate change scheme we're spending $22,000,000,000 a year on for 'research' + +https://t.…",415234 +RT @ChristopherNFox: Great to see National Association of Corporate Directors tweeting about #climate change - sharing new…,724647 +RT @kykymcd: yet you side with someone who denies the legitimacy of climate change,665309 +RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,957065 +"Acknowledging the growing impact of climate change on the nation, https://t.co/lFKKgRQ9Pe",224939 +RT @WSCP1: U.S. & Europe tried to get climate scientists to downplay lack of global warming over last 15 years https://t.co/AWaEHPeKJ5 #tco…,133760 +"If you are a Christian stand for the truth of climate change, God wants us to protect and save creation. Stop being ignorant",402953 +Bản in : Mekong Delta seeks climate change adaptive techniques for rice farming https://t.co/FIUxFUgb04,647958 +I do not understand how people still don't believe in climate change,973496 +"RT @Carbongate: Physicist - CO2 does not cause climate change, it RESPONDS to it - Video #climatechange #environment +https://t.co/lySZb7gClh",211487 +RT @GeorgeTakei: Even the Pope is calling on Donald to acknowledge the reality of climate change. When the Vatican is telling you to get wi…,970549 +RT @whitneykimball: Michael Shank's cold open: 'Can we just start by agreeing that climate change is real?' *huge applause* town hall #Bro…,322361 +RT @ClimateReality: Idaho has dropped climate change from its K-12 science curriculum. Science class should teach science. Period…,758055 +"RT @NatGeoChannel: Watch #BeforeTheFlood right here, as @LeoDiCaprio travels the world to tackle climate change https://t.co/LkDehj3tNn htt…",34105 +RT @see_thereverse: i do not understand how people can totally dismiss climate change but then wonder why it's 70 degrees in Wisconsin in N…,684967 +"RT @Middleditch: Just to be clear, the president-elect of the United States of America @realDonaldTrump doesn't think that climate change i…",167784 +"RT @AdamBaldwin: “Skeptical Climate Scientists: Here’s to hoping the Age of Trump will herald the demise of climate change dogma…” +https://…",645719 +"RT @AynRandPaulRyan: Other conspiracy theories not about Obama: +❌ Vaccines cause autism +❌ 3 million illegal voters +❌ climate change a ho…",183603 +RT @ClimbCordillera: The Peruvian Andes on the front lines in the fight against climate change #projectcordillera #inspiredbymountains... h…,644988 +"RT @femaleproblems: Me: *Enjoying Life* +My brain: you're broke, a nuclear war could start soon, and global warming is getting worst https:/…",417921 +"Effects of climate change, fourth water revolution is upon us now https://t.co/ygdqaGipc0 https://t.co/V8wnWzI5H7",634015 +RT @SVChucko: How a professional climate change denier discovered the lies and decided to fight for science https://t.co/q46AxMBWLL by @fas…,855655 +This is just the tip of the denied melting global warming iceberg. https://t.co/xeHfcbDEcs,364166 +"RT @highimjessi: If you're even more worried about climate change after Trump started destroying efforts made to fix it, don't suppo…",818184 +RT @WarariJK: Good to know that global warming hasn't affected July,637913 +LMAO global warming ��������������,584433 +RT @wherami: https://t.co/dzAq5VvqZa - now the SWISS get it. global warming was a scam,54701 +"RT @ItalyMFA: Today is #WorldEnvironmentDay��| #Italy stands #withNature to protect the environment,mitigate climate change,promot…",417381 +"RT @ddlovato: #IVotedBecause I believe in equality, we need comprehensive immigration reform, I am pro-choice and global warming IS real. #…",883513 +EPA chief clings to his own fantasy by denying overwhelming evidence on CO2 and climate change via /r/worldnews https://t.co/P0sxAJI8Md,518360 +RT @LangBanks: Sad!... Donald Trump signs order undoing Obama #climate change policies https://t.co/g9AyVjEst3 https://t.co/bEcwFxDXyI,599938 +We can limit global warming to 1.5°C if we do these things in next 10 years https://t.co/cTA9aLguJb #feedly,638621 +RT @RachelAzzara: @realDonaldTrump because you irresponsibly deny climate change and threaten the regulations that protect us and our plane…,961715 +"RT @skywalkertwin: this picture alone just added 50 years to my lifespan, cleared my skin, bumped up my grades, cured global warming a…",697302 +ILoveBernie1: RT rachy36: And why are Labor and the greens not supporting Liberals that are trying to get action on climate change?? #Krist…,167532 +The Sundance Film Festival created an entire section of climate change films https://t.co/uq0lwPzUeL,65065 +"In order for us to meet the threat of climate change; we want action and legislation passed at the federal, state, and local level- Joel",872916 +WATCH: Al Gore refuses to give direct answer when confronted over bogus 2006 claims on climate change https://t.co/wcejO0CdGI,199128 +"RT @SolarAid: “Human-caused global warming continues at a dangerous pace, and only human action to slash carbon can stop it.”…",977732 +Satellites help scientists see forests for the trees amid climate change https://t.co/hPoBLqQO2F,387630 +RT @PopSci: A comic-book cure for climate change https://t.co/w8l51nB9ce https://t.co/vRc2RrMVTE,42462 +RT @marykissel: Slippery language. No one disputes that climate changes. The dispute is over manmade impact (if any) and complex mo…,349811 +Dr Kaudia the environment Secretary and MBA alumni taking the Agri MBA students through climate change. @E4Impact https://t.co/kSL428dOxD,534173 +David Letterman turns global warming reporter https://t.co/xnoj4ji0uB via @Newsday,785799 +Great Barrier Reef just the tip of the climate change iceberg https://t.co/SyMUCx1wkd,403726 +mashable : Weather Channel shuts down Breitbart over 'misleading' climate change story https://t.co/LOtTju98pU … https://t.co/6ZqvxSn9Js,504476 +"âš¡ The Paris Agreement on climate change comes into action + +https://t.co/JDM8RQQynw",32252 +RT @PiyushGoyal: World Bank recognises that India is a now a global front runner in the fight against climate change.…,440593 +my science teacher is a woke king he told us gender is fake and climate change is real,892685 +RT @mlcalderone: Journalists getting to interview Trump keep failing to ask about climate change and actions damaging the environment https…,536460 +RT @thehill: 'Business must lobby Congress in order to get action on climate change' https://t.co/0fgkHYy67E https://t.co/cUa7csXfBF,806307 +RT @SenKamalaHarris: I wholeheartedly disagree. Exiting this deal to combat climate change would truly be a “bad deal” for generations o…,670875 +RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,681122 +RT @micahdjohn: youre a dumbass if you dont believe in climate change. this shit is happening fast unless this generation does something ab…,781879 +"RT @LOLGOP: The risks of taking climate change too seriously include better public transportation, cheaper power & less funding for feudal…",247068 +RT @lilflower__: If u aren't vegan u don't have a right to complain abt global warming/endangered animals bc if u aren't vegan ur a part of…,112810 +Importance of climate change emergency prep work https://t.co/0KqhUtei3u,603763 +"RT @NewsHour: A big finding of a major new study, @milesobrien reports, is that 'climate change will hit different socioeconomic…",340383 +RT @LoveOceanMtnSun: @tenajd @Cyndee00663219 so global warming is good for Exxon?,401550 +Knowing that your hometown is teaching climate change in school makes this struggle of spreading awareness totally worth it,397696 +RT @jpbrammer: poor communities and communities of color are dealing with the ramifications of climate change in the present. it's a 'right…,292460 +"RT @nytimes: In the Netherlands, climate change is not a hypothetical or a drag on the economy. It’s an opportunity. https://t.co/LY3B69zh8n",46055 +"11/3/17,mark the date when media will tell us,how punjab results wil impact global warming and politics worldwide @rahulroushan @mediacrooks",922725 +"RT @stevesilberman: 50 years from now, if we're lucky, people will look back at this statement on climate change by Trump to @nytimes a… ",420119 +RT @cnnbrk: Judge orders ExxonMobil to turn over 40 years of climate change research. https://t.co/qFDBZ5w3cG https://t.co/TyyQ2uo3Dv,345844 +"RT @RISETogether_NC: Tweets from @BadlandsNPS , which they were forced to delete. @EPA can't tweet about climate change anymore. What's… ",495305 +@ABCPolitics So Hawaii will send Billions to the UN to bribe China and India to address climate change by 2030? Mahalla,575462 +RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,353591 +"RT @Rich9908: Discussions about Messi being best ever remind me of climate change arguments. It's not a debate, it's not up for discussion,…",697999 +@CTVNews so what do u all think about climate change now. Nothing more then tax grabbing. Trump truly is smarter then the Punk and Premiers,645309 +RT @SenSanders: We have a president-elect who doesn't believe in climate change. Millions of people are going to have to say: Mr. T…,775388 +"RT @JoshNoneYaBiz: I guess CNN considers #Gatlinburg to be fake news. You know if it was caused by 'climate change' and not an arsonist, th…",616411 +RT @PrisonPlanet: A bunch of Oxford elitists want to tax the food of poor people because 'climate change'. How about fuck off instead? http…,137885 +RT @4everNeverTrump: The USA is the ONLY country where global warming is still being 'debated' and is subject to partisan chicanery https:/…,451960 +How are there really people who don't beilive in climate change.. Like what they think is going on????,789115 +Children win right to sue US government on climate change inaction (Video) https://t.co/WiUA8ffrur #DSNGreen,477120 +RT @BernieSanders: #ImVotingBecause the future of the planet is at stake. Hillary Clinton will combat climate change. Donald Trump thinks i…,471531 +"RT @NYGovCuomo: With or without Washington, we're working to aggressively fight climate change and protect our future. https://t.co/aoGdPrb…",643397 +RT @HuffPostCanada: Trump set to kill Obama's climate change policies: environmental chief https://t.co/7D8AliQCYM https://t.co/yekmwQPRQy,981119 +@KevinJCoupal1 @b_ashleyjensen I guess we should leave climate change to Arm chair scientists like yourself?,905720 +"BBC - Climate talks: 'Save us' from global warming, US urged https://t.co/2IZuHJfzlk",527327 +RT @EricIdle: I think that denying climate change is a crime against humanity. And they should be held accountable in a World Court.,214262 +RT @Tristan_Kidd: Titanic wouldn't sink in 2016 because there's no icebergs to hit (thanks global warming) https://t.co/q2cCwZdhfl,764356 +RT @BernieSanders: 'The concept of global warming was created by and for the Chinese in order to make U.S. manufacturing non-competiti…,285265 +"RT @NPR: Trump will roll back climate change policies today. In a symbolic gesture, he'll do it at EPA hq. +https://t.co/ZMavwtrcfB",109031 +RT @monkeybeach: Electing a fascist is terrible enough. But putting a climate change denier on the throne now literally threatens our survi…,889920 +Beware a zombie Paris Agreement: Stopping climate change now depends on trusting Donald Trump - https://t.co/eomCTBAB1K,918544 +"RT @Attitudega: Stop global warming, the animals are melting! ภาวะโลกร้อน…เป็นเรื่องจริง ร้อนจนละลาย ภาพจาก: reddit/bwt2017/varric…",345862 +Who gets the climate change risk? The Navy! Ray Mabus shows how businesses can learn from its steps to mitigate risk https://t.co/t3DyCQzV7u,626861 +@ClarkeMicah That strike me as misguided - to prioritise the economy is to ignore the expert consensus on the reality of climate change.,407425 +Students shoot climate change video for PBS project - The Daily Citizen https://t.co/6RCjnmY2EW,112891 +@ryanpendleton @winterlongone @MinoltaXKUser lol im not saying I believe in that or that global warming is fake. Just saying other views,892965 +RT @BraddJaffy: Trump budget director on climate change funding: “We’re not spending money on that anymore. We consider that to be…,500622 +RT @JohnStossel: Trump’s election won’t stop deceitful climate change propaganda: https://t.co/KDfK3N97AD,359206 +RT @ThePatriot143: #AndThen =>German Chancellor Angela Merkel characterized climate change talks with Trump as “very unsatisfying.” https:/…,132398 +How can people still deny climate change?,141932 +General Keys: The military thinks climate change is serious https://t.co/bYudpxm6D8 https://t.co/62PHi1sjTP #ClimSec2016,27158 +@robpertray thats the definition of climate change. there is no difference on that info graph that says its worse now than 1000 years ago,312699 +RT @heynottheface: How does San Diego manage to dodge any major impact from climate change? https://t.co/1hHDINpLPc,641045 +@LeoDiCaprio 'Before The Flood' opened my eyes to the horrors of global warming. Keep making these documentaries until the world is aware,548793 +"Unfortunately the global warming hysteria, as I see it, is driven by politics more than by science. + -Freeman Dyson +.,",614023 +RT @jilevin: Trump’s election marks the end of any serious hope of limiting climate change to 2 degrees https://t.co/1hgEfWhO8j https://t.c…,195809 +RT @CivilJustUs: How do they expect us to care about global warming with all this penguin on penguin crime?? https://t.co/HypysWHvVV,462314 +@davidaxelrod So true but @realDonaldTrump is a climate change denier. He is doing everything he said would to the environment.,505590 +RT @TomFitton: Great speech by @RealDonaldTrump. Calls out climate change corruption and cronyism.,475827 +"RT @realJakeBailey: Mankind's impact on climate change. What say you? + +Vote and Retweet",347787 +High level #climate change adaptation panel discussion ongoing. Prof Shem Wandiga says no 'silver bullet for adapta… https://t.co/ONjfzrgTi8,246778 +Man has no significant effect on climate! Hence the name change from global warming hoax to climate change hoax! https://t.co/7G1rtaES9H,974119 +RT @audubonsociety: Nearly half of all North American birds—314 species—are severely threatened by climate change.…,585186 +The Groundhog is a Hollywood construct used to teach young snowflakes about climate change and healthy school lunch… https://t.co/N1v6RZ5d0Q,76203 +RT @CNN: Sanders: I agree with 'overwhelming majority of scientists who believe that climate change is real' #SandersTownHall https://t.co/…,637597 +"If you know where someone stands on abortion or masturbation, you'll know where they stand on climate change' @Brooks_Rob #nswwc",999983 +"RT @KamalaHarris: I stand with @JerryBrownGov in saying that California will not back down on climate change. +https://t.co/xP8Y6eSmyx",465780 +@brianstelter @jimsciutto what does climate change have to with CIA - ZERO just another piece of Corrupt News Network dishonest & fake news.,735013 +"discursive use of climate change to justify the provision of new +military hardware and advanced biofuels' https://t.co/74YQJXL4FW",290151 +"RT @nytimes: The U.S. used to push China to meet climate change goals. After Trump undid Obama's policies, the roles may reverse https://t.…",347870 +.@EPAScottPruitt doesn't think CO2 drives climate change? Let's send him a copy of 'Global Warming for Dummies': https://t.co/OeFVESAcju,446311 +"socio- media is key in addressing climate change #JustWrite @ ceackenya @paulakahumbu @vcuonbi .It affects us all, let us fight it jointly",408612 +Beautiful #dataviz by @nytimes on future of climate change under trump. https://t.co/7GIxk6maAj #eabds,196509 +@StefanMolyneux dude u think climate change is a chinese hoax. that's all you need to know about yourself,129739 +RT @BetsyRubin: Tune to @WBEZ at12:40pm (Central Time) to hear scientist Michael E Mann who boldly stands up to climate change deni…,624840 +People don't believe in global warming because it's more convenient for them to not take responsibility for their actions😊,806364 +RT @jamestaranto: I blame global warming. https://t.co/tN1jnNYS3P,616197 +RT @ABC: Biden urges Canada to fight climate change despite Trump https://t.co/a55uP6ouFh https://t.co/1RDuWYS7yt,376651 +7 things NASA taught us about #climate change https://t.co/DHIPMK4QT6 https://t.co/gqy6g9Kk8t,568226 +RT @thehill: Trump set to dismantle Obama climate change agenda: https://t.co/PSQmZCn8YQ https://t.co/OTUFU6bAXB,51453 +RT @CivilJustUs: How do they expect us to care about global warming with all this penguin on penguin crime?? https://t.co/HypysWHvVV,646773 +"RT @arguertron: global warming is real, and caused by humans",462459 +"RT @telesurenglish: To curb climate change, we need to protect and expand US forests https://t.co/hSXtGqqdNN https://t.co/Egl5whkrDi",932633 +RT @USFreedomArmy: Or maybe it is just that the global warming nuts are being given a sign. Enlist with us at https://t.co/oSPeY48nOh.…,420183 +RT @Medact: Record-breaking climate change pushes world into ‘uncharted territory’ - WMO figures released today https://t.co/LkQz47uxB2,992903 +"RT @narendramodi: Talked about issues such as avoiding conflicts, addressing climate change and furthering peace.",968742 +RT @CNN: Judge orders Exxon to hand over documents related to climate change for probe into whether company lied to public…,345859 +@destiny_113 @GMA Crazy for believing in the truths of climate change and the lasting repercussions?,890862 +@marcusbrig But what do they have to help repel fascists? Does bug spray work? Do solar panels work on climate change deniers?,674121 +RT @ajplus: Indigenous activist Xiuhtezcatl Martinez is suing the federal government to demand action on climate change. https://t.co/PnjHO…,268219 +RT @kurteichenwald: Conservs can keep pretending climate change is a hoax but other countries arent gonna be putting up with it anymore. ht…,7655 +RT @wef: Are these the innovations that will save us from climate change? https://t.co/Ll3k7tYxKy https://t.co/Yctc9jcCiR,497236 +@JennyForTrump - Aren't these the same folks always yelling about climate change and protecting the environment?? LOL,186163 +Everyone should go watch Leonardo Dicaprio's documentary 'before the flood' it showcases extensive research on climate change,706987 +@Newsday he should walk to German. I guess he doesn't give a f*<k about carbon footprint and global warming.,128531 +Trump's energy staff can't use the words 'climate change': https://t.co/CDkCs7vf7L,315675 +@RY_dinDiiRtY some people are color blind 😳😳 (I believe in climate change btw),746780 +RT @rosellaphoto: Ignore global warming & we're ALL FIRED #marchforscience #marchforsciencesf https://t.co/ohDYQfvdUc,968654 +"China eyes an opportunity to take ownership of climate change fight https://t.co/Vfw0rrinFZ #itstimetochange #climatechange, join @ZEROCO2_;",252133 +RT @KirstySNP: DUP MP says their climate change position is in their manifesto. There's no mention of climate change in their manifesto...,53344 +RT @relatabledinahj: Dinah with puppies could cure global warming https://t.co/6sNyzvHJF8,933095 +"RT @jedrlee: Hey girl, are you climate change? +Because I'm going to ignore you until you fuck me.",161392 +Unamshow awache kujinga na iko global warming https://t.co/mhIflU7M1X,694317 +RT @yourlru: Our next president is a rapist that steals money from children with cancer and thinks global warming is made up :),682757 +@BlackPsyOps did you know Rothschild stole $67 trillion from Barack Obama climate change in 2012.JEWISH MAFIA ROBBED ALMOST 50% OF U.S.,583969 +Join @Ecotrust this Thursday to learn about Paul Hawken's plan to reverse global warming! https://t.co/kRAIRLk1gt https://t.co/SHBJy1HUD0,230320 +Some Trump supporters just went back in time and caused global warming making this Samurai sweat https://t.co/INGLJCzJH4,927233 +Australia's military has been training for climate change impacts for years. Conservative politicians denying clima… https://t.co/l0OmXcTAm5,702609 +RT @guardianeco: Record-breaking climate change pushes world into ‘uncharted territory’ https://t.co/nalBHXyaKY,449579 +Now 'climate change' blamed for causing PTSD... https://t.co/JxEp87XY42,52493 +"RT @Education4Libs: The only climate change there is, is the climate that has changed in Washington. We now have a President who is putting…",275488 +"Catastrophic storms, once rare, are almost routine. Is climate change to blame?: LA Times… https://t.co/IUk0FWbv9x",308521 +RT @jjvincent: trump's position on climate change will kill the planet (faster) https://t.co/U5jiKHXZkQ,960368 +RT @NewYorker: The U.S. government’s meaningful participation in the fight against climate change appears to be at an end:…,275530 +Scott Pruitt’s office deluged with angry callers after he questions the science of global warming https://t.co/bv4ov9FWZc,833217 +"if global warming doesn't exist, HOW AM I STILL ABLE TO WEAR A TANK TOP AND SHORTS WHEN ITS ABOUT TO BE DECEMBER ???!!?!!!!!?!$)!!?):&&3:929",800449 +Washington Post editorial board has it right: There’s no conserving nature without tackling climate change… https://t.co/mCxpUgcSTt,244138 +RT @WhipHoyer: Alarmed by questionnaire from Trump transition team seeking names of civil servants wrking on climate change policy…,642606 +RT @altNOAA: The Bernie Sanders/WV town hall on MSNBC this evening was interesting. Coal miners extremely concerned about climate change. G…,370237 +"For the first time on record, human-caused climate change has rerouted an entire river https://t.co/z1O54kD0xm",36966 +".@Juliansturdy Please don't let the DUP call the shots on abortion, gay rights or climate change. #DUPdeal",12748 +"RT @NatGeoChannel: Watch #BeforeTheFlood right here, as @LeoDiCaprio travels the world to tackle climate change https://t.co/LkDehj3tNn htt…",465047 +RT @USFreedomArmy: Man-made global warming is still a myth even though they now call it climate change. Enlist ---->…,688977 +RT @TheNewThinker: I just wanted to post this and remind everyone that we are putting a climate change denier in the White House https://t.…,843598 +Even Donald Trump will not have the power to change the laws of physics. He will have to accept climate change.'#COP22,790157 +"When POTUS does not believe that climate change is real, it is very chilling. Pun intended..#ParisAgreement https://t.co/0KUnioO68V",242160 +#OurWild can’t wait while Washington denies climate change. Join the #ClimateMarch April 29. https://t.co/rZ08IdlY0N https://t.co/SBLPEUZMPS,628826 +This photographer is documenting the unparalleled beauty—and effects of climate change—in America's national parks https://t.co/eZF4TmcsRB…,446288 +RT @thelollcano: Your MCM denies climate change despite empirical evidence,322424 +630 of America's biggest companies are pleading with Trump to give up his climate change denial https://t.co/CJyvdWMHKr,803087 +"RT @thinkprogress: Trump's latest proposal eliminates all spending on clean energy and climate change +https://t.co/yAWZ3sdxwT https://t.co/…",634079 +some law prof. from UMich tried to tell me that climate change was an 'elitist problem' & that 'real people aren't… https://t.co/V7ZmRd8BGq,825627 +RT @SenSanders: If we don't address climate change there'll be more conflict over limited resources. We must listen to scientists not fossi…,961667 +"RT @PattyMurray: I'm very concerned w/ the nomination of Rick Perry to lead the Dept of Energy w/ his past statements on climate change, ti…",33808 +"RT @Conservatexian: News post: 'Trump scrubs climate change from https://t.co/w7krTPN3Nl, replaces with 'America first energy plan'' https:…",198272 +"$XOM: New York, probing #Exxon on climate change claims, says Sec. of State Rex Tillerson used alias as @APBusiness https://t.co/0Tezwxo8bP",990123 +"Two major conferences on corporate governance, climate change to be held https://t.co/jCulaA5zmj",469488 +"THE INDIPENDENT - Unsung heroes of 2016: An escaped sex slave, an LGBT rights campaigner and a climate change poet https://t.co/BOVJpcIXpU…",463957 +"Trumps head of epa, Mr pruit, doesn't believe in global warming so why is vw paying anything in damages in america,",880361 +"RT @Water: 'water security is closely linked to migration, climate change risk, and economic development' https://t.co/pC2buYcMpB via @circ…",584773 +RT @GadSaad: I hope that @BillNye will soon weigh in on the #manchesterattack & explain how it is plausibly linked to climate change & sola…,374553 +@theblaze The global warming crowd are the same people who deny that an unborn baby is a human being so science and… https://t.co/vRrdU39XtW,183275 +"RT @Renee_Brigitte: Crippled Atlantic currents triggered ice age climate change +@j_cherrier #bc_ocean2017 +https://t.co/GwQOz55nqX",113375 +"Physicist - CO2 does not cause climate change, it RESPONDS to it - Video https://t.co/lySZb7gClh",190844 +My riding's MP is giving a talk at my school today on climate change. Such a joke. This ocean protection initiative is just a distraction.,795230 +"RT @PeterGleick: Some don't like scientists talking re #climate change during disasters, so before #Irma strikes: Caribbean water te…",444102 +"RT @decentbirthday: [camping] + +me: why can't i find any animals + +wife: the wildlife is very conservative here + +deer: climate change is a my…",259635 +"RT @SteveSGoddard: To be fair, @algore has made a fortune pushing his global warming scam. Leo may be on to something. https://t.co/k2MK56w…",497056 +"RT @BoF: The world has 3 years left to act on climate change, say experts. How could this impact fashion? https://t.co/VmMKE71LwZ",205201 +Philippines' Duterte signs Paris pact on climate change - Reuters https://t.co/gMWQynpVt2,830570 +"Weber-Davis environmentalists group hopes to encourage citizens to push Congress for action on climate change. +https://t.co/hPWpeSbLoG",177632 +Switzerland wants to save a glacier from global warming by literally throwing cold water on it https://t.co/xtezxfITfC,874661 +RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,204768 +RT @tweetskindeep: Do you work in food and climate justice? We want to hear from you about the impact of climate change on out food cu…,426709 +@LucasHadden i'm saying the new york times saying climate change is a leftist idea is.,666101 +I swear if y'all could blame LeBron for global warming y'all would,728666 +RT @WorldfNature: Bloomberg urges world leaders to ignore Trump on climate change - Chicago Tribune https://t.co/28bqezZV9B https://t.co/j3…,622683 +Vice president Al Gore at NetRoots 2017 talking climate change https://t.co/c5Hee9QnNG,539304 +"@CurleySueView Indeed,due to global warming...! ��",490246 +RT @anipug: If you don't believe in climate change please unfollow me,862832 +"Duterte:After much debate, 'yung climate change (deal) pipirmahan ko because it's a unanimous vote except for one or two. (via @ABSCBNNews)",91092 +"RT @ImranKhanPTI: President Trump's decision to pull US out of the Paris Accord on climate change reflects a materialistic, selfish & short…",629284 +Glad more of the coast can be swallowed up by coastal flooding as we allow our environment to deteriorate further and deny climate change 🙃,581779 +@ichiloe @KHayhoe scary. just scary when large masses of people cannot understand simple things like climate change,767922 +RT @FijiPM: PM invites President-Elect @realDonaldTrump to visit Fiji and see effects of man-made climate change for himself…,207825 +RT @YEARSofLIVING: Scientists highlight deadly health risks of climate change via @CNN https://t.co/X1IYWkUy6D #ClimateChangesHealth,488877 +RT @MsMagazine: Women of faith are mobilizing for renewable energy and environmental protections that slow climate change:…,290673 +"meanwhile, climate change https://t.co/MmCMZQvBlM",587933 +Here's what President Trump's climate policies could mean for global warming https://t.co/9Wzl3vzVKc https://t.co/S1inc66aZV,12343 +RT @businessinsider: National Park deletes factual tweets about climate change amid Trump crackdown on agencies https://t.co/uGpirOjEjn htt…,991667 +RT @bertieglbrt: this evening's activities: i tickled my girlfriend while pretending to be leonardo dicaprio explaining climate change,366178 +"RT @alfonslopeztena: Even @FoxNews is ripping into Trump's EPA chief for denying the basic science of climate change. +Watch—> +https://t.co/…",990370 +China takes more of a lead with climate change efforts in the Pacific .. https://t.co/rWcDCrqRSC #climatechange,345018 +RT @RaheemKassam: World leaders duped by manipulated global warming data https://t.co/Lx7phvN17F,900182 +RT @Crof: Oh boy: Trump’s Climate Contrarian: Myron Ebell Takes On the E.P.A. https://t.co/JhAxWaoQos #climatechange? What climate change?…,23133 +Fabulous! Leonardo #DiCaprio's film on #climate change is brilliant!!! Do watch. https://t.co/7rV6BrmxjW via @youtube,813652 +"The issue offers our liberal shepherds no opportunities for virtue signaling on capital punishment, global warming… https://t.co/1zob4zK6Bz",155474 +RT @backpackingMY: Negara paling rendah di dunia adalah Maldives. Dijangka akan tenggelam kerana global warming pada suatu hari nanti. Jom…,265814 +"Tens of thousands #marchforscience, against Trump's threats to climate change research https://t.co/B1gDFMLzBo via… https://t.co/XTzNBTmpWP",976781 +"Exxon played us all on global warming, new study shows https://t.co/F2pin7rUn7 #media #articles",853893 +RT @Greenpeace: 7 things you need to know about climate change: https://t.co/yvrSubXBk2 #ClimateFacts https://t.co/9Nu2HRvSNj,125784 +"RT @PublicHealth: How climate change affects your health, in one graphic: https://t.co/Bd4DfhRUww #ClimateChangesHealth https://t.co/99j3W0…",722067 +"RT @actionskills: Communicating climate change: Focus on the framing, not just the facts @ConversationEDU + https://t.co/iECoV6FOMI https:/…",203641 +"Chilling: +1. Trump wants to divert NASA $$$ from climate change to space exploration +2. Thiel wants to colonize space for libertarian utopia",455687 +pls don't tell my global warming isn't real when the high today is pushing 90 degrees 🙃,21780 +"RT @APWestRegion: California Gov. Jerry Brown & predecessor, Arnold Schwarzenegger, hail climate change plan while condemning Trump…",739736 +RT @PakUSAlumni: How does climate change affect economies? Debate underway in @ShakeelRamay session #ClimateCounts #ActOnClimate…,663336 +@IvanTheK I did get duped into climate change denial twitter... never going to do that again!,669160 +"For the first time on record, human-caused climate change has rerouted an entire river - The Denver Post… https://t.co/yKV9cIFWwh",99220 +RT @PolticsNewz: Donald Trump actually has very little control over green energy and climate change https://t.co/wVzo7RzD1Z https://t.co/OT…,736519 +"After 4 great talks at #AfricaIn2017, Q&A begins. Regional cooperation, role of cities, and consequences of climate change discussed.",162533 +"RT @VABVOX: Yaass queen. + +Ivanka from Brighton sends climate change reply to Donald Trump https://t.co/MgpVFt7iZf",272392 +RT @jimsciutto: .@JustinTrudeau mentions US-cooperation on climate change - perhaps a subtle message to new POTUS?,809568 +"RT @AMKlasing: El Niño on a warming planet may have sparked the Zika epidemic, scientists… https://t.co/9p8NmcKPgP",408446 +"RT @washingtonpost: Steps to address climate change are 'irreversible,' world leaders declare in Marrakech https://t.co/ca9MfMSnXO",293618 +RT @BobTheSuit: Adult me must concede that a major contributor to global warming was kid me leaving the front door open and heating the who…,614427 +"RT @postgreen: In Greenland, a once doubtful scientist witnesses climate change's troubling toll https://t.co/1opgXzLdch https://t.co/cvSL6…",448949 +RT @Picswithastory: This photo by Kerstin Langenberger shows how polar bears are being affected by climate change. https://t.co/rgj37bMaRQ,434123 +Australia PM.s adviser: #climate change is #UN #hoax to create new world order https://t.co/EMrSUJPoOu #global #warming #NWO #newworldorder,694186 +RT @austincarlile: Maybe all of you that don't think climate change is real will disagree with this one too: https://t.co/qYAyKysi84,480120 +"AI will make farming immune to climate change by 2027, say Microsoft researchers https://t.co/bMARTDx9yI https://t.co/gTdHHTnA2m",343589 +@patrick_winderl I just heard just now that Trump has named a climate change denier from Oklahoma as head of the EPA. Name is Scott Brewer--,595575 +@chaamjamal When eco-warriors blame Bangladesh flooding on climate change they fail to recognise part played by cut… https://t.co/6yNFMCVUqx,880717 +RT @THEHermanCain: Slipped into unrelated story: AP labels Trump EPA choice Scott Pruitt a 'climate change denier'…,302744 +"RT @robreiner: Stops Nat'l parks from informing on climate change,lies about the election. DT is a sick childish embarrassment destroying o…",631761 +"RT @SenSanders: On virtually every major issue — raising the minimum wage, climate change, pay equity for women — we are the majority",706535 +"RT @antonioguterres: I call on world leaders, business & civil society to take ambitious action on climate change. https://t.co/wl19gZYecm",121619 +Sea levels 'could rise higher than a three-storey building due to climate change' https://t.co/Hee8NeKOtl,177940 +"RT @ClimateTreaty: Without action on climate change, say goodbye to polar bears - Washington Post https://t.co/8C3JHS7v9m - #ClimateChange",94004 +"RT @ClimateRevcynth: February’s record warmth, brought to you by climate change https://t.co/Gz7cVqOOSA @ClimateCentral https://t.co/Hh4Lrc…",300637 +RT @Lisa_Palmer: A new app helps you make connections between NASA satellite data and global warming in your backyard. https://t.co/IndG7EQ…,324458 +Sadly my parents are those people who think climate change isn't a problem and voted for trump,336980 +@GolfDigest I'd love to see Trump 'scuffing' at global warming! #golf #proofread,3151 +RT @HuffingtonPost: China to Trump: climate change is not a Chinese hoax https://t.co/3DVlIwAqjb âž¡ï¸ @c_m_dangelo https://t.co/y1ZqEW8Hcv,390611 +@guardian The failing of renewables will boost the finite unrenewablies contribution effect on climate change bigly. Enjoy @realDonaldTrump,336024 +"RT @CulinarianPress: This is how technology can help us fight climate change + +Swedish supermarkets replace sticky labels w/ laser marking h…",811013 +"RT @jasonnobleDMR: Make no mistake: this is a tough crowd for @joniernst. Many of her talking points on health, climate change are being me…",920143 +"RT @StopTrump2020: However, since Trump tells us climate change is just a #ChineseHoax I guess I don't have to worry #LiarInChief… ",824716 +"RT @CECHR_UoD: An ingenious solution to climate change - turn CO2 into fuel +https://t.co/L5woHlHLjO HT @zeekay15 https://t.co/FgRduedKLa",453544 +Ice age climate change https://t.co/7WWPUQQ6Lf,368830 +@sendboyle @realDonaldTrump nuclear war is a bigger danger than climate change https://t.co/8rY6PJxQci,556824 +"RT @MLCzone: 'France, U.N. tell Trump action on climate change unstoppable' - https://t.co/y6AR72MDvw",744397 +@RogerPielkeJr ... seeing what you have gone through in the climate change world has been eye-opening and disheartening,647697 +"climate change deniers, young earth creationists #madasaboxoffrogs https://t.co/oaM1aEBlxb",539985 +"The new normal of weather extremes On World Meteorological Day, DW provides an overview of how global warming is…… https://t.co/4oJ5aYhKUq",399389 +RT @SenSanders: We have a president-elect who doesn't believe in climate change. Millions of people are going to have to say: Mr. T…,715168 +"RT @jonaweinhofen: Reminder- eating meat means you fund animal cruelty & slaughter & deforestation, global warming, species extinction…",784741 +NY Attorney General uncovers email alias used by Rex Tillerson to discuss climate change at Exxon https://t.co/Ne9HWaYFE9,117318 +"Estados Unidos: Elite US universities defy Trump on climate change, , https://t.co/L81zn0aS3B",568817 +I still have a hard time understanding that some people do not believe climate change is a thing,377392 +RT @Fusion: Peru is suffering its worst floods in recent history—and some scientists say global warming is to blame: https://t.co/y2yJcShEOl,111643 +RT @LanaDelRaytheon: ⠀ ⠀ ⠀ �� �� �� �� �� �� �� �� �� �� �� �� �� �� �� �� �� howdy. i'm the climate change sheriff. yo…,8723 +RT @SenSanders: We have a president-elect who doesn’t believe in climate change. That’s frightening for this country and the world.,262101 +Sure doesn't feel like global warming out there today.,551225 +"By 2030, half the world’s oceans could be reeling from climate change, scientists say https://t.co/heH1nBMhE4",377121 +RT @JGale363: Thomas Stocker technology is necessary to solve climate change- CCS is one of those technologies #GHGT13 #ccs https://t.co/8m…,388278 +RT @GlblCtzn: The mayor of Paris has a simple solution to ending climate change – put women in charge. https://t.co/tI44nqnudE,387855 +"RT @HarvardChanSPH: Watch live on February 16 as @HarvardGH, @ClimateReality discuss climate change and health https://t.co/M7sIJxu3k0… ",396758 +RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,821375 +"@DemocracyNow Correct!!! +How many ideas on combating climate change been offered from either of these poor candidates? +Neither Dares Address",307577 +Amazonians call on leaders to heed link between land rights and climate change - The Guardian… https://t.co/OcuiDZ38IF,11874 +RT @BraddJaffy: 'You and your friends will die of old age and I'm going to die from climate change.' https://t.co/Yl2oSriNbs,152947 +physorg_com: New research predicts the future of #coralreefs under climate change https://t.co/GVM16vPpAE,373196 +"RT @GeorgeTakei: 1 day before the #climatemarch, Trump administration removed climate change pages from the @EPA website. + +This is y…",681799 +RT @Destroyingvines: When you accept climate change and move on with your life ⛷️ https://t.co/8MvqkGySHc,195033 +& the ones who care about all of these mass animal extinctions/global warming/world hunger yet won't do the one bes… https://t.co/IT02GFQ1FK,470515 +"@DC_Resister_Bee @realDonaldTrump Kind of like 'nobody really knows for sure' if climate change is real. + +Welcome to the world of #LowT.",542193 +Invention News(6)-New virtual Reality Games/Nose shaped/Mushrooms/global warming...Must watch: https://t.co/wi6CG2hUT9 via @YouTube,786188 +Scientists in search for 'Goldilocks' oyster to adapt to climate change https://t.co/UXTDEA7dZ9 via @ABCNews,952036 +@ClimateReality @KHayhoe I agree but your framing is bad. Saying clim change is fact only reinforces the 'truth question' of climate change.,782706 +RT @business: China tells Trump climate change isn't a hoax it invented https://t.co/eWVQtI28t3 https://t.co/7qV3RfzTTE,232723 +RT @FreeFromEURule: @onusbaal2015 @can_climate_guy Dear climate alarmists. The sun is the driving force of climate change.always has be…,443670 +RT @motherboard: New simulations predict the United States' coming climate change mass migration: https://t.co/DkxlOtgNlk https://t.co/pY4J…,685079 +"RT @NatGeoChannel: Watch #BeforeTheFlood right here, as @LeoDiCaprio travels the world to tackle climate change https://t.co/LkDehj3tNn htt…",276015 +RT @TLDoublelift: if global warming isn't real why did club penguin shut down,373750 +"@doncollier predjudice? That he feels that Brexit, climate change and lack of privacy are bad? Where's the predjudice there? @arusbridger",956265 +"RT @MichelleBanta3: @attn @billmaher It's global warming that the Republicans think doesn't exist , yet they believe Jesus made blind men s…",847491 +RT @Pete_Burdon: Trump given short shrift over climate change threat https://t.co/nkOHA1dEu4 via @FT #COP22,511736 +This whole winter weather debacle is only further proof that going with the name 'global warming' was a very poor branding decision. #pdxtst,301549 +RT @RheaButcher: People who think climate change science is a hoax out here screaming about biology-defined sexes,491260 +Biodiversity loss shifts flowering phenology at same magnitude as global warming #ResearchAndDevelopment https://t.co/KBWWgiIwCy,502197 +Was super excited about the @BillNyeSaves series but turns out it's just his soapbox for political views and climate change. #Disappointing,972927 +RT @Davidxvx: Great to hear @jacindaardern describing #climate change as this generation's equivalent of the fight to go nuclear free. Trut…,740869 +"RT @siddharth3: Do you have any questions on energy and climate change that you'd like answers on? I'm compiling questions for writing. RT,…",519113 +Trump names climate change skeptic and oil industry ally to lead the EPA https://t.co/AhStZnMVcz #ImWithHer,573875 +RT @MrAlan_O: @GeorgeTakei @attn @GeorgeTakei Trump will get global warming when his ice cream melts faster than his hot dog cool…,858962 +"RT @LindaSuhler: Left loves Everlasting Gobstoppers like climate change they can tax/regulate in perpetuity. +Bad water in Flint? Eh. +It too…",528969 +"I don't like this whole global warming thing. If you're going to destroy a planet get a Death Star and do it, don't make them suffer. +-Vader",570551 +RT @KHayhoe: Has Trump made people care more about climate change? This May @ecoAmerica survey suggests the answer is - MORE! https://t.co/…,883034 +RT @kurteichenwald: China is now explaining the history of climate change science/politics 2 underscore to Trump they didnt do a hoax. God…,169392 +Jerry Brown: California 'ready to fight' Trump on climate change https://t.co/fYEHB86b5u,269695 +RT @EnvDefenseFund: Is global warming real? A 30 second answer. https://t.co/dNGbBcBk6Y,47454 +"I just joined @NatGeoChannel @21CF in combating climate change. Take action #BeforeTheFlood +https://t.co/NGGY8jVtVC",391822 +"#Wisconsin people, climate change is real Vote #democrat Stand against @PRyan and show him actions speak louder https://t.co/sic6JdCyTw",628083 +"RT @washpostbiz: Record-breaking climate events all over the world are being shaped by global warming, scientists find https://t.co/LNTDTh8…",644328 +RT @pferal: That's his most palatable quality! He's a hunter pal of the Trumps who denies climate change+is a glutton for oil d…,436950 +Trump poised to undo Obama actions against climate change https://t.co/yVnAcyMH2J,26551 +RT @FAOstatistics: Norway to boost protection of Arctic seed vault from climate change https://t.co/6fvmfH8JcD,647139 +"Record-breaking climate change pushes world into ‘uncharted territory’ + +https://t.co/3Yem7OZjIO",179680 +@marcherlord1 Bird shit and tree sap is global warming?,363692 +"RT @ddlovato: #IVotedBecause I believe in equality, we need comprehensive immigration reform, I am pro-choice and global warming IS real. #…",483048 +RT @SenSanders: We have a president-elect who doesn't believe in climate change. Millions of people are going to have to say: Mr. T…,540983 +@TheFacelessSpin Both carbon emissions and non-climate change air pollution drive health impacts. Both of which are… https://t.co/ekev462Wgo,788092 +What global climate change may mean for leaf litter in streams and rivers: … greenhouse gas… https://t.co/xw6kRtO6zs,205106 +RT @wittier: 'Where should you live to escape the harshest effects of climate change?' https://t.co/fFNVgTIF4m #SCIENCE @cindyc… https://t.…,785011 +@pestononsunday @jeremycorbyn Do you think Climate Change is our biggest challenge? What should UK's role in tackling climate change be?,33426 +"RT @BethR_27516: LOL!! 😂😂 +Hint: if u don't get the joke, u should STFU about climate change being a 'hoax'. And take a damn physics… ",338299 +RT @thehill: Energy Dept. tells employees to stop using the phrase 'climate change': report https://t.co/YWH82assdW https://t.co/ARsk0LFF2g,240223 +"RT @Ch2ktuuWX: Majority of Alaskans believe climate change is happening, according to a Yale report. Check out the interactive map…",514220 +"@realDonaldTrump Please reconsider your view on climate change. Global warming is a serious issue, and cancelling our deal with 160 other(1)",767021 +RT @MotherJones: Donald Trump's interior secretary pick doesn't want to combat climate change https://t.co/GfdXNzADYl,458376 +RT @SenSanders: We have a president-elect who doesn't believe in climate change. Millions of people are going to have to say: Mr. T…,871950 +RT @TheMarySue: The EPA has apparently been ordered to pull climate change data while their gag order is in effect. https://t.co/QzVufTpmjE,648034 +RT @thehill: California signs deal with China to combat climate change https://t.co/IL7NU32w0H https://t.co/eVDR3t5XdS,302254 +"New head of the EPA is disputing climate change scientists over the cause of climate change. +The head of the EPA +Who denies climate change",638987 +RT @FastCoDesign: Donald Trump can deny global warming; cities can't https://t.co/LgvHdgL1cI #cityoftrump,543051 +Koalas don't like water but they're being 'driven to drink' by climate change https://t.co/tj3NDWFHr1,518964 +RT @EricBoehlert: fighting climate change has become the new background check bill: everyone supports it except GOP members of Congress,205963 +"BlackRock to put pressure on companies to focus on climate change, boardroom diversity https://t.co/Md35lKtODL",895438 +RT @HuffingtonPost: Swedish politicians troll Trump administration while signing climate change law https://t.co/zGy9jrVL6c https://t.co/n9…,838812 +RT @BernieSanders: #ImVotingBecause the future of the planet is at stake. Hillary Clinton will combat climate change. Donald Trump thinks i…,396598 +RT @Picassokat: Rex Tillerson's ExxonMobil is planning for global warming but he will do everything humanly possible to stop his country fr…,9385 +Is this what global warming feels like it's the middle of dec where's the cold? it's 75 out wtf mate #globalwarming,53503 +"We don't need a wall, we need actual...maybe walls around Houston, to make sure that climate change doesn't swamp it...!!!' @JamilSmith ☝��",857881 +Nature-based solutions (i.e. managing watersheds) can provide ~30% of the solution to limiting global warming to 2°C https://t.co/3zQVTaWD2A,899149 +RT @savmontano: Our president doesn't believe in global warming so we're all doomed regardless,983942 +"RT @EnvDefenseFund: If you’re looking for good news about climate change, this is about the best there is right now. https://t.co/ludJsGUlJm",717325 +business: Bison returned from the brink just in time for climate change https://t.co/QNMtfnjrWv via climate … https://t.co/h7bEu2GEGb,193613 +But global warming isn't real right? #fools https://t.co/3Ru7Cts5Id,287333 +@catrincooper @leahmcelrath climate change is affecting us NOW and I fear the president elect doesn't take any of it seriously.,242144 +"RT @stillawinner_: - why are you naked? +- global warming",966042 +@plough_shares You should buy Honest Howie Carbon Credit to stop global warming,167148 +i will shut up about climate change once we stop electing anti-science politicians,3451 +...it's ok don't worry @realDonaldTrump says climate change is not real! https://t.co/LDDEYPuBs8,223188 +RT @jimalkhalili: Global mean sea levels have risen 9cm in my children's lifetimes. But probably just some climate change conspiracy…,571929 +"If you're looking for good news about climate change, this is about the best there is right now - Washington Post https://t.co/Mt8V1ksRZs",484537 +That's global warming for you! https://t.co/Cn7BpMnzoy,261371 +"RT @Snitfit: @TIME mag's 51 climate action suggestions in 1977 were so effective, they caused global warming in 40 years. �� https://t.co/jm…",333480 +RT @World_Wildlife: Saving forests is crucial to fighting climate change. WWF's Josefina Braña-Varela blogs for #BeforetheFlood: https://t.…,717182 +"RT @CECHR_UoD: Eating less meat essential to curb climate change +http://t.co/J3gbSv5HDU not veggie - just less will do http://t.co/jakVKabE…",18369 +"@lisaschroder21 considering science unanimously agrees that climate change is happening, that's a ridiculous and baseless statement",239212 +RT @SenSanders: We have a president-elect who doesn't believe in climate change. Millions of people are going to have to say: Mr. T…,713047 +"@karengeier @DolanEdward @IzzyKamikaze Well ACTUALLY Paul I think what's more concerning is run away global warming, rising sea levels and..",896499 +"Google, Amazon, Facebook, Microsoft and Apple all commit to Paris Agreement on climate change -... https://t.co/ysh23Plfub",19234 +RT @WorldfNature: Great Barrier Reef is A-OK says climate change denier as she manhandles coral - Mashable https://t.co/BfBSalv3bF,576063 +RT @DebErupts: California is a global leader on environmental issues. While other states debate whether or not climate change is real. #Cal…,865976 +RT @NYTScience: This is one effect of climate change that you could really lose sleep over https://t.co/aVFdK0MvFc,865858 +RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,214133 +"@Jrhippy @VP @POTUS @GOP and even if climate change were a hoax, do we still want the pollution that an upsurge in coal will bring?",7500 +RT @thehill: JUST IN: Trump admin refuses to sign international climate change pledge https://t.co/IMyC8QCbky https://t.co/pbTshtz1ru,461792 +and Trump doesn't think climate change is real!!!!!!!! https://t.co/ukUycBkpBS,909060 +RT @thehill: Trump EPA chief calls for televised climate change debate https://t.co/1CfnpHuwXB https://t.co/hDfSNgUSMA,896636 +@ciccmaher @AbbyMartin Number of people screwed by climate change - -9 billion+,923236 +I support the fight to prevent climate change disaster. Will you join us? https://t.co/i6qbH0kQ0b via @nextgenclimate,363209 +RT @UWE_GEM: Talk on 15 June - Society vs the Individual: focus on air pollution & climate change. Book tickets here https://t.co/Eg1Kfnvzm…,943350 +RT @PolitiFact: Energy Secretary Rick Perry wrongly downplays human role in climate change https://t.co/n5Zh144CPa https://t.co/GHxyIgjnnO,23718 +@stevebloom55 me too I 'm in panic about climate change then I m searching for consistent market driven solutions… https://t.co/cLzHkCmeCe,732753 +RT @BernieSanders: 'The concept of global warming was created by and for the Chinese in order to make U.S. manufacturing non-competiti…,436406 +Did a “landmark paper that exaggerated global warming” trick 195 governments into signing the Paris climate deal? https://t.co/R7WW2b3KyA,226552 +"RT @JamesMelville: Pro fox hunting & death penalty +Denies climate change +Opposes gay marriage & abortion +Paul Nuttall: Poundshop Trump htt…",995707 +"RT @tomgreenlive: This sucks - In executive order, Trump to dramatically change US approach to climate change @CNNPolitics https://t.co/9wD…",860633 +I'm genuinely concerned that we let a man into office that doesn't believe in global warming and thinks it's a Chinese scam??????,283389 +RT @EBAFOSAKenya: #Ebafosa through #InnovativeVolunteerism is changing Kenya's climate change adaptation & economic landscape by inve…,828750 +@HealthRanger the earth is flat and climate change is not real and does not matter.,750985 +RT @NRDC: He claims the planet is cooling and questions climate change. Who is...our next energy secretary? https://t.co/h5aTqEFbUg,10691 +RT @newscientist: Trump could land fatal blow to the fight against climate change https://t.co/zPo0wntgIb https://t.co/FBIaQwPsur,968989 +"RT @erasmuslijn: You can't dispute science. We know for a fact that: +- global warming is real +- trans people exist +- the proletariat will b…",283169 +RT @Anthony1983: A poem I wrote for @TheCCoalition on climate change. Directed by Ridley Scott Associates with @Elbow & Charles Dance https…,479441 +"RT @BadAstronomer: Deniers gonna deny, but new research puts the last nail in the coffin of the global warming “pause”.… ",49000 +"While global warming has affected the whole planet in recent decades, nowhere has been hit harder than the Arctic. This month, temperatures",895112 +RT @KimKardd: We have to face the reality of climate change. It is arguably the biggest threat we are facing today.,89198 +RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,731498 +RT @kurteichenwald: China is now explaining the history of climate change science/politics 2 underscore to Trump they didnt do a hoax. God…,873492 +RT @harvestingco: Adapting agriculture to climate change https://t.co/J10Z89ebfZ @FAOclimate https://t.co/2cAdYghyZb,748686 +RT @guardianeco: Shareholders force ExxonMobil to come clean on cost of climate change in 'historic' vote https://t.co/AG77Gz1dbG,493732 +"RT @LloydDangle: I was honored to do two days of scribing about climate change for @InstituteatGG, #teachclimate! http://t.co/D2fkAxis5w",666504 +Thick girl weather damn near nonexistent thanks to global warming,291794 +"RT @SeanMcElwee: Everything is on the line in 2018. DACA, climate change, voter suppression and healthcare. + +Turnout rate in 2014 by age: +1…",591070 +RT @ringoffireradio: Did @Scaramucci really just compare believing in man-made climate change to believing the earth is flat?…,399545 +"RT @MattLax21: That's why global warming isn't real, it's just distracting us from the love of Christ - kb",898448 +"RT @prageru: What do scientists actually believe about climate change? #ParisAgreement +https://t.co/46dSJuTPmK",655033 +https://t.co/VYDzfKDQUr China delegate hits back at Trump's climate change hoax claims - CNN https://t.co/NSVR794ZMq,653524 +"RT @AgorasBlog: Nigeria, Biafra, Shi'a, expect this from Buhari & APC: + +Ibrahim Zakzaky, Nnamdi Kanu, climate change and too much rain cau…",933765 +"Well at least climate change is really, really pretty. https://t.co/SdhcmIdlv4",98740 +RT @rawstory: These photos force you to look the victims of climate change in the eye https://t.co/nGWMHaRCZc https://t.co/dUlBydx5gx,701254 +@Orwelldone @thefinn12345 @Toure @nytimes That's why it's called climate change?,460181 +New research points out that climate change will increase fire activity in Mediterranean Europe - Science Daily https://t.co/rv49wquzJ0,750030 +RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,745890 +"Coral reefs may yet survive global warming, study suggests - https://t.co/O3YYGB0fvs",633094 +RT @JamilSmith: A climate change denier is now in charge of the @EPA. It’s worth noting what employees there did to resist. https://t.co/n8…,885609 +When someone behind doesn't want to go to class because they might 'talk about something stupid and controversial... Like climate change',642211 +RT @AndrewLSeidel: Same guy who said we don't have to worry about global climate change bc in the bible God promised Noah he wouldn't…,893929 +RT @KevinJacksonTBS: So #Obama hid $77B in climate change funds! https://t.co/KAAr0mw7vW #TeamKJ #tcot #teaparty,233330 +RT @PakUSAlumni: Hunzai shares how GB practices collective action for climate change #ClimateCounts #ActOnClimate #COP22 https://t.co/sI72A…,187583 +@matthaig1 @realDonaldTrump climate change doesn't exist.,1778 +RT @Dayofleo57: if global warming isn't real why did club penguin shut down,468742 +"RT @ddlovato: #IVotedBecause I believe in equality, we need comprehensive immigration reform, I am pro-choice and global warming IS real. #…",757706 +"@Nonya_Bisnez @wildscenery @iamAtheistGirl LOL, that's not fucking climate change, you simpering baboon.",197401 +"RT @UberFacts: President-elect Trump has selected Myron Ebell, a climate change skeptic, to lead his Environmental Protection Agency transi…",145207 +RT @SeanMcElwee: Here is the column Stephens wrote denying global warming. He should either retract it or NYT must rescind its offer. https…,969010 +Badly misinformed lawmaker thinks our 'warm bodies' may cause climate change https://t.co/P8SLdG6L6e via @HuffPostPol,93645 +We're joining @ClimateEnvoyNZ to hear his presentation on NZ's climate change action. #NZpol. Livetweeting from now.,262801 +"RT @NatGeoChannel: Watch #BeforeTheFlood right here, as @LeoDiCaprio travels the world to tackle climate change https://t.co/LkDehj3tNn htt…",874333 +BBC News - Prince Charles co-authors Ladybird climate change book,593952 +RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,874815 +RT @BBCParliament: New Labour MP for Leeds North West @alexsobel talks about climate change in his maiden speech. #MaidenTweets…,792528 +RT @SenSanders: We have a president-elect who doesn't believe in climate change. Millions of people are going to have to say: Mr. T…,96606 +"RT @UNICEF: Inaction is not an option. We need to act NOW on climate change. RT if you’re with us. #foreverychild, a safe plane…",104081 +RT @MetalcoreColts: Hey its november and its 83 degrees. Continue to tell me that climate change is a myth pls,951844 +RT @SenSanders: If we don't address climate change there'll be more conflict over limited resources. We must listen to scientists not fossi…,240191 +"RT @MatthewDicks: @POTUS Your action today will pollute our rivers and steams, poison our air, and accelerate climate change. You’re like a…",741518 +@jack_thebean I'd look into @MobilizeClimate. A lot of scientists estimate earth can't sustain 4 years of climate change denial. Scary shit,490704 +RT @skgjnr: A president who sends family members to represent kenyan meteorologists at international climate change forum in Pa…,787476 +"RT @jon_bartley: ‘Flash’ cash for Hinkley, HS2 and Heathrow but not to keep people safe in their homes in the face of climate change: https…",356997 +"Whether or not you believe global warming is real, don't you think we should be taking better care of this beautiful planet we inhabit? 🤔",804006 +RT @UNEP: #DYK about 80% of Greenland is covered by the Greenland Ice Sheet which is rapidly melting due to global warming?…,873876 +RT @tmsruge: Thing is: climate change doesn’t care wether you believe it or not. It’s not a religion. It’s going to happen. Nay.…,623346 +RT @BernieSanders: #ImVotingBecause the future of the planet is at stake. Hillary Clinton will combat climate change. Donald Trump thinks i…,987897 +"Trump picked Scot Pruit as head of the ENVIRONMENTAL PROTECTION AGENCY this guy doesnt believe in climate change, our planet is fucked",914419 +My latest blog - U-S fossil fuels trumps climate change debate - https://t.co/uZZ0B15Ww8,412157 +RT @TheZachJohnson_: Mugs asked me what my motivation was I said global warming,2028 +"RT @TimBuckleyIEEFA: Fiduciary duties of directors & trustees post Paris COP21 ratification re climate change, a clear legal risk https://t…",605102 +RT @Gizmodo: We're finally going to learn how much Exxon knew about climate change https://t.co/KMum8qmRPf https://t.co/SzORKaDgKg,749238 +"Hear about how youth are leading the fight to prevent climate change at Climate Outloud, Saturday at 2 pm https://t.co/CYQ4zrWJUp",307392 +"I do not believe climate change is a hoax,' Pruitt said. https://t.co/QElh8HsO4c #news #carbondioxide #carbondioxide",397422 +"Canada, let’s fund an archive of Inuit knowledge to help communities adapt to climate change https://t.co/vjUBylZ4Xr https://t.co/WhpV0V9mUb",338237 +RT @4for4_John: Today I argued about the existence of climate change with someone with “skinfluteâ€ in his Twitter handle.,80541 +@billmaher Just watched #Before the Flood...on climate change. Invite Leo DiCaprio on your show.,449512 +"RT @MattBracken48: Next, the libtards will blame too much rain in Cali on man-caused climate change. +It's a religion to the Social... https…",294833 +Heatwave in India due to human induced climate change https://t.co/YbuEE2BJJl!,413620 +"RT @AstroKatie: If you were going to be a single-issue voter, not making global warming even worse would be a good issue to choose. https:/…",387693 +RT @GCCThinkActTank: 'Nobody on this Planet is going to be untouched by the impacts of climate change'. ~ Rajendra K. Pachauri…,450373 +@globeandmail This climate change agenda is being sponsored by the very oil companies who they seek to harm - cap and trade taxation scam,589886 +RT @wef: 7 things @NASA taught us about #climate change https://t.co/Vbwazfhx12 https://t.co/8XA0Yz5WUQ,516932 +"RT @satanicpsalms: Vatican believes humans contribute to climate change: scofflaw exorcists whose pact with Satan raises global temps +https…",581483 +"RT @GYFHAS: @CanadianPM #cdnpoli Isn't @georgesoros the guy who used climate change fear mongering to devalue coal mines, then bought them?",346955 +@donaltc @BirbEgg @mary_olliff @BernieSanders It's from solid state physics. Man-made CO2 causing global warming at… https://t.co/DtV0ycH5D8,734933 +RT @K_Phillzz: I'm baffled by those who consider climate change to be a 'political debate' and not a legitimate concern,288357 +RT @TheGladStork: Maybe baby boomers would take global warming seriously if we told them it was like letting a millennial control their the…,303455 +RT @edwardcmason: Another tremendous @FT piece from Martin Wolf. We need these reminders of seriousness of climate change threat & ur…,224575 +"From Trump and his new team, mixed signals on climate change https://t.co/nc5NuuZc6L",576795 +"RT @PoliticKels: Don't worry about global warming. We're going to build a new Earth, a bigger Earth, it will be the best Earth ever #TrumpN…",15284 +RT @EU_Commission: #COP22: EU strengthening efforts to fight climate change in Marrakesh https://t.co/SEko1T0KcC https://t.co/XDP6ejti18,573941 +If global warming continues at the current pace it will change the Mediterranean regi ... #Tattoos #Funny #DIY https://t.co/w2MCVii09L,919384 +I cannot believe that in this day and age there are still people denying that climate change is a reality. #BeforetheFlood,719494 +RT @WIR_GLOBAL: 630 of America's biggest companies are pleading with Trump to give up his climate change denial https://t.co/ANl7SdKcXy,24551 +"RT @UN: In Lake Chad Basin, Security Council hears of Boko Haram terror + survivors' needs, sees impact of climate change… ",183366 +What does Trump believe about climate change? @CNNPolitics https://t.co/HVLOyyHMwd,336178 +RT @JuddLegum: 2. The argument boils down to: Hillary Clinton lost so climate change might not be a big deal. Excuse me?,634250 +RT @sunlorrie: Remember: We can only save our planet from global warming by giving our governments hundreds of billions of dollars…,609196 +The left and right agree: Fox News destroyed EPA chief Scott Pruitt over climate change https://t.co/guGttj9fm3,974078 +Energy Department climate office bans use of phrase ‘climate change’ https://t.co/4Xukxp67fR,839965 +"RT @millennialrepo: With lots of talk on climate change, our contributor brings up some good points. +Trump on Paris Climate change https://…",232062 +"RT @NatGeoChannel: Watch #BeforeTheFlood right here, as @LeoDiCaprio travels the world to tackle climate change https://t.co/LkDehj3tNn htt…",924312 +@ruairimckiernan try @ThinkhouseIE who did @BenandJerrysIRL climate change college campaign,575336 +"RT @350Mass: 350 Mass MetroWest Node 'gears up to fight climate change' writes @metrowestdaily #mapoli #peoplepower +https://t.co/JBIgO7entL",124851 +"@CNN @VanJones68 he is still accelerating global warming, pollution & amimal extinction we are screwed",806164 +I just joined @NatGeoChannel @21CF in combating climate change. Take action #BeforeTheFlood https://t.co/y2AvcGqy11,732761 +Why climate change is material for the cotton industry - GreenBiz https://t.co/IlshqGsY1J,500599 +THT - Radical energy shift needed to meet 1.5C global warming target: IEA https://t.co/KmN2x9bRgp https://t.co/zaxwtJt67v,412117 +"RT @thebriancrowe: President Trump just set climate change and clean energy back 30 years. Coal is NOT the future. Shame on you, Mr. Presid…",906349 +RT @sadier0driguez: climate change https://t.co/8ZYUBlwCuT,913803 +If both lower CO2 sensitivity and net positive up to 3 degrees of warming were correct then global warming is not net bad until 2080 to 218,393406 +"RT @RexHuppke: A climate change denier leading the EPA? Finally. I say we can't let a little extinction stop economic progress! + +https://t…",189856 +Reducing climate change with a healthier diet. New study shows... https://t.co/OTwfb1AbKM,310554 +Trump boosts coal as China takes the lead on climate change https://t.co/xNHwgsD4KL,919892 +RT @iamgtsmith: Graham Thomson: Alberta's wildfire seasons to get worse thanks to climate change https://t.co/txpGGgOS4H #wildfire,569801 +"RT @usatoday2016: Ivanka Trump and Al Gore to meet, discuss climate change https://t.co/6FP1Sj5eld via @elizacollins1",817363 +RT @Independent: 11 images from Nasa that show climate change is real https://t.co/0U2eRGX447,440342 +"@POTUS U think climate change regulations kill jobs? Well climate change will kill people, so jobs won't be needed I guess. Do some reading",720834 +Europe getting their ass kicked by terrorists ---at least their doing something about global warming. #LondonBridge #realdonaldtrump #merica,406014 +RT @theintercept: Trump's pick to the run the EPA has led litigation efforts to overturn the EPA's rules to address climate change. https:/…,142478 +RT @CarbonoFinanzas: guardianeco: Paris climate change agreement enters into force https://t.co/r8XBsOU7J0,759688 +RT @GlobalWarmingM: Polar bears and global warming for kids - https://t.co/lmO2CdnbeB #globalwarming #climatechange https://t.co/sl8JGxY4lW,371839 +Michael Gove abandons plans to drop climate change from curriculum https://t.co/vwvw3xXbBJ https://t.co/PYDtaDLAeW,628608 +@kkfla737 I don't think Rubio is gonna lose although I'm not afraid to say he doesn't have my vote. 2017 and still denying climate change👎,488708 +"Beyond believers and deniers: for Americans, climate change is complicated https://t.co/a0MVuXkbgn",498562 +"RT @Murunga_Josh: Watu wa Twitter wanajua kila kitu. Muziki,Michezo,Siasa, Journalism,Comedy,relationships na hata global warming.",43007 +RT @IUCN_Water: Heads above water: how Bangladeshis are confronting climate change https://t.co/LznYccKNq8 via @positivenewsuk #MondayMotiv…,466461 +"@conndawg I’m creating a think tank for independent thinkers to solve climate change, would you post also at https://t.co/3nG3t7oJZI",103442 +"And w/o seeing it: who pushes global warming: Clinton, media, NPR, Colbert, Olympic Committee, and I should trust them? #standupforscience",685532 +RT @brennan_anne_: Please don't forget that climate change is not just an environmental issue. It's also a social justice one,488405 +@SenTedCruz What's G's legal understanding of inequality and climate change THE 2 key issues of our times? The rest of us want to survive,681057 +@jordantcarlson @cblatts did you read the article in question? author acknowledges anthropogenic climate change as… https://t.co/Ceudl2gp94,353092 +"@LiamLy @guardian That should have been climate change, not image change! Doh!",284569 +Record-breaking climate change pushes world into ‘uncharted territory’ https://t.co/sFonJ3S2VV,395034 +"RT @randyprine: Trump names Scott Pruitt, Oklahoma attorney general suing EPA on climate change, to head the EPA - https://t.co/9DS39zAmgZ",366099 +"RT @Greenpeace: “I know about climate change. When #climatechange in this place, we are not happy.” Bangladeshis on the frontline:…",577799 +"RT @WalshFreedom: All I want for Christmas is for the Democrats to keep talking about climate change, transgender bathrooms, police brutali…",854121 +"RT @NatGeoChannel: Watch #BeforeTheFlood right here, as @LeoDiCaprio travels the world to tackle climate change https://t.co/LkDehj3tNn htt…",264258 +"This is where changing the term 'global warming' into 'climate change' is helpful. So, CO2 causes colder winters .… https://t.co/garMnnSjzh",349261 +RT @NicoleCorrado16: Court orders New York AG Schneiderman to turn over climate change secrecy pact - Washington Times https://t.co/JcgUcPr…,122095 +"RT @Dazed: Vivienne Westwood lays into Trump over climate change +https://t.co/c7xzYe9XVS https://t.co/1L6Kf6i9y2",910800 +Tillerson may be questioned in probe into whether former employer Exxon misled investors about climate change impa… https://t.co/IYD67VOO3l,638147 +RT @the_jmgaines: Jane Goodall calls Trump's climate change agenda 'immensely depressing' https://t.co/XqrPRM237h,101951 +"@deathpigeon Jack D. Ripper, but for global warming.",309070 +"The economic impacts of climate change will precede and outpace the physical impacts. + +The Carbon Bubble parallels… https://t.co/nYin4ZpWCF",570235 +.@VernBuchanan breaks with @realDonaldTrump & many other Republicans on climate change #ParisAgreement https://t.co/Oo0GnXiZDo,59157 +RT @bani_amor: + *and* contributes to climate change. The Shuar of the Ecuadorian Amazon have been resisting colonialism for centuries. Wil…,669686 +"@BLegendl @Bamanboi this video is bad, it doesnt talk about limited resources and global warming which are actually the biggest problems",558941 +RT @foe_us: Rolling back regulations that address climate change: lowest level of agreement & highest level of disagreement.…,51268 +RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,991319 +RT @Neo_classico: Let me tell you my view point on global warming considering the #smog show in Delhi recently.Do read and spread this thre…,514870 +RT @BarrySheerman: Green Energy targets are a serious commitment in our bid to tackle climate change is this Govt giving up on fight to sav…,52275 +RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,44216 +RT @DavidPapp: Kerry says he'll continue with anti-global warming efforts https://t.co/orVqtfN28X,326352 +RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,930456 +In just a matter of years global climate change has completely eroded the neutrality of conversations about the weather.,837886 +RT @greglovesbutts: If God didn't want us to cause global warming He wouldn't have put all those fake dinosaurs in the ground to test our f…,425286 +"The costs of car dependence, from climate change to fatalities from car accidents https://t.co/0YQbXwzHKo",354627 +"We only have a 5% chance of avoiding 'dangerous' global warming new study suggests... +https://t.co/1Uy0VrGNZb",590555 +not for nothing but timmy turner invented global warming,540462 +"RT @EcoInternet3: #Climate change 'pause' does not exist, scientists show, in wounding blow for global warming denialists: Independent http…",981998 +RT @Slate: The kids suing the government over climate change are our best hope now: https://t.co/uM8hgVKop6 https://t.co/JGJfI28Huh,135020 +Rudroneel Ghosh: Get Real: Why Donald Trump must heed Morocco’s King Mohammed VI’s COP 22 speech on climate change https://t.co/0dbJIkOtNM,981661 +RT @SenSanders: We have a president-elect who doesn’t believe in climate change. That’s frightening for this country and the world.,805343 +RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,776590 +"@zach_wagz1515 denying climate change, repealing national marriage equality, threatening to ban an entire religion from being here.",700547 +RT @PopSci: Four things you can do to stop Donald Trump from making climate change worse https://t.co/V6o9QJSdVl https://t.co/L34Nm7m1vV,575771 +"RT @NatGeoChannel: Watch #BeforeTheFlood right here, as @LeoDiCaprio travels the world to tackle climate change https://t.co/LkDehj3tNn htt…",810435 +"BBCBreaking: UK government signs Paris Agreement, world's first comprehensive treaty on tackling climate change https://t.co/weKWsyQzHh #C…",107181 +Obamas fiddled global warming data: *Shamelessly Manipulated* - https://t.co/xxfCa8CWeg #ClimateScam #GreenScam #TeaParty #tcot #PJNet,122281 +BREAKING: I just found out that the famed hockey stick graph represents my friend's wife's weight gain and not global warming. Sorry. ��,556956 +"RT @Eric_John: Trump’s budget plan for NASA focuses on studying space, not climate change https://t.co/rz9JhLhSn7",77126 +"If cruises to Alaska stop in October, how real is global warming?",290670 +"RT @KamalaHarris: Let’s use this victory and keep showing up on so many other issues, including climate change, women’s rights & criminal j…",517369 +RT @EnvDefenseFund: These 3 charts show how climate change is the world’s biggest risk. https://t.co/PeQsIFq2EF,808687 +"RT @pewresearch: Science knowledge influences Democrats', but not Republicans', expectations of harm from climate change…",114203 +"If cities really want to fight climate change, they have to fight cars https://t.co/GVOFhgBYAK #itstimetochange join @ZEROCO2_",15842 +RT @AdamsFlaFan: “Trump fools the New York Times on climate change” by @climateprogress https://t.co/o5QSkLVWll,102935 +SecNewsBot: Hacker News - Report shows efforts to fight global warming paying off in the biggest way yet https://t.co/41uhWaheDS,23002 +RT @EnvDefenseFund: Experts fear “silent springs” as songbirds can’t keep up with climate change. https://t.co/ycqDV2R1BV,404865 +RT @BadHombreNPS: Just like you cannot properly run the @EPA if you're a climate change denier who has a hard-on for fossil fuels (Ah…,567081 +Analysis of Exxon and their stance on climate change under Sec State nominee Tillerson. It isn't very encouraging! https://t.co/yXS67ZFJqE,211891 +@AstroKatie You might mention that Hilary Clinton strongly endorses science and believes climate change is real.,619002 +"RT @DavidCornDC: Hey Florida, nice little Everglades you've got there. Thanks for voting for a climate change denier. See you in hurricane…",684757 +"@davidharsanyi @ThomasHCrown It's all they've got. That and climate change, and there you have it. The complete liberal play book.",179146 +RT @pongkhis: *presidents that believe in climate change >>>> 😍😍😫😫😫💯💯👌🏽,935520 +Yeah and Al Gore just said there's no global warming. https://t.co/VDXEmsRm4T,824330 +"We’ve read the Pope’s encyclical on climate change. In case Trump skips it, here's what it says… https://t.co/8JYKQ5Kl7d",150637 +RT @market_forces: Ian Macfarlane sounding like a tobacco exec: 'no direct link between coal mining & climate change' ��‍♂️ #StopAdani https…,119377 +"RT @LosFelizDaycare: White House has deleted LGBTQ page and all mentions of climate change from its website, so we deleted all mention of w…",768227 +RT @ajplus: The White House says climate change funding is “a waste of your money.” https://t.co/XEtr8zRci6,149919 +RT @SenSanders: We have a president-elect who doesn’t believe in climate change. That’s frightening for this country and the world.,669199 +@wonderingwest @Anna_MollyD @X_BrightEyes_X With the climate change of flooded world then maybe? Also how about a love dodecahedron?,185722 +RT @LosAngKorner: Trump could pull America out of climate change deals https://t.co/YREd8K08Dz,336736 +"Polar vortex shifting due to climate change, extending winter, study: +- 'idea...controversial' +https://t.co/2J4RlkU7cd",544432 +when you see the severe effects of global warming and remember you can't swim to save your life https://t.co/6Hona0ejoX,461608 +David Hempleman-Adams urges climate change action after Arctic voyage https://t.co/ThTia6JJdf,543004 +"@Konamali1 @TIME Here is a website which will answer your every misconception about climate change +https://t.co/N739sblyWz",34682 +cuz climate change https://t.co/LSundnw9dY,92880 +RT @AnnCleeves: Terrific. Now Trump has appointed a climate change denier to head up the US environmental protection body.,215890 +BBC News - EPA chief doubts carbon dioxide's role in global warming https://t.co/SOYiNbcBeJ,888835 +RT @alanaarosee: @JulianaaBell that's why we gotta build a wall to keep all the global warming in America and away from Mexico,181401 +"RT @NRDC: This #WorldRefugeeDay, let's remember the victims of climate change. https://t.co/bzkyAOLU4T via @Colorlines",189154 +RT @SkyNewsAust: .@rowandean says climate change 'lunacy' is destroying the natural gifts Australia has #outsiders https://t.co/m6bbqwU9jS,872090 +From 2.30 we'll be live tweeting from the @scotparl debate on Scotland's climate change plan @sccscot #scotclimate,845259 +"nytimes: 'Engineering the climate' may be necessary to curb global warming, portereduardo writes … https://t.co/X5oGTitPPD",218304 +"RT @jorgiewbu: KNOW how the food you buy influences climate change, the products you buy and where you throw them afterwards. Please, resea…",567409 +RT @JTHenry4: I got over the fact that we elected Trump and then I remember that he thinks climate change is a Chinese conspiracy and I los…,399514 +RT @THECAROLDANVERS: liberals are so annoying... have fun working to fight climate change w/ a person who believes climate change is a m…,672209 +"RT @1followernodad: parent: I'd do anything for my children! + +Scientist: here's how to stave off climate change so your children can stay o…",4403 +I helped fight climate change by donating to offset 225 pounds of CO2! https://t.co/x1Eo5R4Svl #climatecents via @climatecents,445740 +I keep doing things like cooking and playing with the kids and reading books and then I remember. I think about climate change.,464276 +RT @genemurry: @wallydebling @hockey_99_11 You forgot climate change. He sent billions to countries you can hardly find on the world map!,886163 +RT @BlessedTomorrow: Is it too late to act on climate change? @KHayhoe explain how you can make a change! https://t.co/z97sbN0sko @KTTZ…,187666 +@kayleighmcenany oh here comes the conservative who care about the environment when most of you don't believe in climate change,160670 +The DUB genuinely say climate change isn't real hahahahahaha they are just Twitter conspiracy theorists,285723 +remember when south park had an episode making fun of al gore for thinking climate change was real,272753 +RT @350: Environment Defenders face the biggest threats when fighting climate change. And they are doing it for all of us: https://t.co/nsq…,170877 +"RT @helenzaltzman: TM: 'We'll bond over our dismissal of climate change and human rights!' +DT: 'In real life she's a 4, but in politics, a…",698764 +"RT @NGRPresident: PMB: We cannot succeed alone. Addressing climate change is a shared responsibility, as its negative impacts are universal…",132467 +RT @TheTruth24US: EPA chief's language on climate change contradicts the agency's website... #D10 https://t.co/pTWwJbqJT9 https://t.co/2rDP…,39110 +RT @KurtSchlichter: The death of the climate change scam is just more icing on the cake. @RadioFreeTom @Dmilanesio,606934 +"RT @IsabellaLovin: Watch, please! 150 years of global warming in a minute-long symphony – video https://t.co/g3toq433FX",17095 +"RT @Greenpeace: Observing clouds is key to understanding climate change. ☁☁ + +Happy #WorldMetDay! https://t.co/jIbBxSHyrM https://t.co/gtRve…",13523 +I just joined @NatGeoChannel @21CF in combating climate change. Take action #BeforeTheFlood https://t.co/iH7nDgh3pc,462723 +NIOZatSea-blogs: #BlackSea2017 #Pelagia studying microbial communities and past climate change… https://t.co/CkzOIPOh0y,389239 +COP22 host Morocco launches action plan to fight devastating climate change | Global development | The Guardian https://t.co/8JsmZ1ZGTD,587505 +Scientists tell Trump to pay attention to climate change https://t.co/v9Hct7wpUz https://t.co/EerEHFpSXG,690523 +RT @WorldfNature: Trump took down the White House climate change page — and put up a pledge to drill lots of oil - Vox…,253146 +"https://t.co/LN7lPFrfpJ +We need all hands on deck to fight those who deny climate change and profit from killing our future generations.",167461 +@AltNatParkSer @NASA I believe in climate change & am extremely proud of youz for finding a way to get the word out. Please stay strong!!,716193 +RT @brianklaas: Citing snow in mid-December as evidence against global warming shows a truly amazing level of scientific ignorance. https:/…,754194 +‘Shell knew’: oil giant's 1991 film warned of climate change danger https://t.co/YmikA747Cg,937593 +@HillsHugeBeaver @sean_spicier @mariclaire81 Love this. Does climate change cut people's heads off??,795201 +RT @blusuadie: When you're trying to enjoy the 70 degree weather in January but you know it's because of global warming https://t.co/xG8zaU…,941129 +RT @fatalitiess: S/o to my bitch global warming https://t.co/D0TNnpmns0,951756 +5 movie classics to inspire your inner climate change activist over the festive break 📽 → https://t.co/Aq9v1TPMBR,541050 +"RT @Impeach_D_Trump: The Energy Department climate office bans the use of the phrase ‘climate change’ + +https://t.co/nsmcKo7KD4 + +RETWEET ht…",676119 +RT @joh_berger: Diet & global climate change https://t.co/ldi52gwGsZ via @ScienceDaily https://t.co/ai7LL4jUoy,383346 +@HillaryClinton the science confirms that global warming and climate alarming are unscientific. Your party is anti science,318732 +RT @DannyZuker: Alt-Right doesn't believe in climate change but has no problem believing in this. #CoolPartyBro https://t.co/5th8ltDsML,177261 +Scott Pruitt preparing a team of climate change skeptics to attack sound science at the agency. @EPAScottPruitt @EPA THIS IS TERRIBLY WRONG,374551 +@CdnEncyclopedia global warming. Oh I'm sorry we changed the name cuz there is no global warming.,335242 +But it's snowing for the first time in 37 years in the Sahara so climate change must be a hoax! #sarcasm… https://t.co/TwpjXMwBP1,669156 +"سچی مچی #KPRisesWithKhan +Billion tree tsunami project, an excellent project by KP government which can reduce pollution & global warming",147257 +"RT @BloombergTV: Trump to drop climate change from environmental reviews, source says https://t.co/VqZFH34Nv4 https://t.co/QTFq62KjxE",631258 +RT @ScariestStorys: This photo by Kerstin Langenberger shows how polar bears are being affected by climate change. https://t.co/BOeDIqfVKR,577768 +RT @collinrees: Tim Kaine is demolishing #Tillerson over the fact that #ExxonKnew & lied about #climate change. Rex refusing to answer ques…,556221 +"RT @PCRossetti: .@djheakin Explains that there are good solutions to #climate change, but environmentalists are blocking them. https://t.co…",172964 +"RT @SierraClub: Grizzly bears taken off the endangered species list, despite signs that climate change is threatening their survival https:…",767518 +@_SpectrumFM_ and I'm worried marching Earth Day will activate people's partisan identity wrt to climate change and alienate some 2/,905221 +@DailyCaller @GAAnnieLonden If humans had caused a global warming it would be impossible to stop. As geography goes… https://t.co/g4EfzYrOE9,937706 +Infinite challenge got us so emotional lately. When they went to north pole to keep the polar bears. Proving that global warming is serious,676551 +I knew if it warmed up that someone would pull that climate change shit... Not saying it doesn't exist but come on,411028 +RT @mlcalderone: NYT edit board has cited “rock-solid scientific consensus' for 'swift action' on climate change…,968883 +@mericanshetpost @rolandscahill @KellyannePolls @FLOTUS They only trust science when it comes to 'climate change'.… https://t.co/PGpserj3CH,65085 +"Dr. Tim Ball, climate change skeptic, met with Trump's transition team https://t.co/iwKBosxdbO #YouTube #RebelMedia",974176 +UN climate change agency reacts cautiously to Trump plan https://t.co/rORgxqz7Kz,281304 +RT @CNNSotu: Trump has characterized climate change as Chinese hoax. But @SecretaryRoss says NOAA will follow science (which could mean col…,860156 +"RT @grahambsi: The overpriced Dail Express is furious again. But never about poverty, racism, climate change, lack of social care.… ",885791 +"@interUNFAO @chrissyvalentyn @ski_jett @BellaFlokarti +Stop quoting pro global warming groups +Their scientific analysis just doesn't hold up",174569 +"RT @chrismelberger: the world: most of our coral reefs are dying due to climate change + +trump: we will build a greater & better coral reef",674895 +RT @c40cities: 'The decision taken by President Trump will not mark a setback in the fight of #Milano against climate change.” -…,70824 +@genewashington1 @BrianCoz if he was tweeting about global warming or gun control it would get him in faster,604290 +"RT @MikeCarlton01: Most Australians: +Are happy with 18c +Are happy with SSM +Believe in climate change +Want a royal commission into the banks…",927676 +RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,731245 +Who do you think may have a better understanding of climate change? https://t.co/AZVhoosUZv,143452 +"Scorching heat from this 'artificial sun' could help fight climate change + +https://t.co/qDArYhFIYr",342692 +"RT @bpolitics: Trump may dismiss climate change, but Mar-a-Lago could be lost to the sea https://t.co/P3HWhuxgc3 https://t.co/8UApKW2zER",871087 +@realDonaldTrump climate change is real like tbh,761613 +".@rubiginosa @jlperry_jr @HG54 Back up your man-made global warming rhetoric with hard, empirical evidence or go away.",798311 +Desde CODEX: #DYK How climate change is influencing #FoodSafety? Salmonella spreads due to extreme heat and precipitations events #ParisAgr…,635795 +"I feel like ending world hunger, saving animals from extinction, solving our climate change problem, and reforming our judicial system today",700014 +"RT @TheTheodoreKidd: I just want to give a massive shoutout to global warming on this heated, fine ass day! #sydney #australia #weather #ho…",791049 +RT @TomSteyer: Read @MichaelEMann on how climate change supercharges deadly storms like Harvey. This is science. https://t.co/H046ATmtjw,279700 +"RT @predictability3: Check out our latest blog: Carbon Capture & Storage, Big Oil, climate change mitigate and ... how to turn a profit. +ht…",507646 +@Cane_Matt It's bad but sadly not new. In recent years the Senate has refused to pass HoC legislation on LGBT rights and climate change.,444407 +@bhandel58 climate change is not the only thing of importance going on in the world. Role of govt is not to try to be the sun.,465916 +RT @kushNdiamonds: I'm gonna try to enjoy this weather even tho global warming is well and alive. Sigh.,134834 +RT @SethMacFarlane: HRC proposes installing half a billion solar panels by the end of her first term. Trump thinks climate change is a hoax…,852541 +"Africa's soils are under threat, especially from climate change. So now what? https://t.co/6CVeBrclWD @cgiarclimate… https://t.co/zn1sqlOHjl",962364 +"RT @1followernodad: ok a climate change denier heading the EPA is AWFUL, but what's that shade of lip stain my dude https://t.co/w8BKE4wZ3s",176463 +"RT @thinkprogress: If you want to solve climate change, you need to solve income inequality https://t.co/1dZyIh41CF",992510 +This how we stand to fight the climate change issue #COP22 #UNFCCC #ITKforClimate ##IndigenousPeoples #IIPFCC https://t.co/q9gZR5HxJn,975849 +RT @MintRoyale: He's already solved climate change! https://t.co/MsYPI8fruL,420299 +RT @Emlee_13: #AHSS1190 How do you plan on convincing citizens that climate change is real & an important issue @JustinTrudeau @cathmckenna,704863 +"RT @EnvDefenseFund: If you’re looking for good news about climate change, this is about the best there is right now. https://t.co/EKUYWsPDF2",421447 +Climate champion Carney to stay at the Bank of England | Climate Home - climate change news https://t.co/BbHxwaKAV3 via @ClimateHome,935240 +RT @shadesof666: how can global warming be real when rihanna got this much ice https://t.co/mPFRFeLTEV,461836 +RT @A24: Nothing says climate change like @moonlightmov https://t.co/rOcRLRZJz7,819440 +RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,419330 +RT @DRTucker: Conservatives elected Trump; now they own climate change | John Abraham | Environment | The Guardian https://t.co/dp21SOqwiP,535890 +"@Sanchordia We really don't have time to play politics with climate change, we need to start hurrying it along.",841407 +RT @KSLibraryGirl: Imagine how much better/cleaner our world would be if people believed in global warming & recycling as much as they beli…,826224 +"RT @XHNews: 2016 is very likely to be the hottest year on record, sounding the alarm for catastrophic climate change…",546860 +"@SFCFinance Hey! We have a new board for bouncing ideas on climate change, are you interested? https://t.co/LTVC09rfhf",624360 +RT @TeoLenzi: I just backed an Arctic Serengeti to fight climate change on Kickstarter! Let's make it happen!!…,587419 +"RT @AnnCoulter: We're hectored to be like the French on adultery & global warming. Why can't we be like the French on hiring large, strong…",389504 +"On climate change, Scott Pruitt causes an uproar &#8212; and contradicts the EPA’s own website https://t.co/PDqWww4BHj",860824 +RT @stevelevine: Bloomberg scoop: Trump singling out Energy Department employees working on climate change. Reindoctrination? Firing? https…,793887 +RT @Mohaduale: Climate change mitigation and adaptation measures are necessary to avert global warming and man made disasters…,945522 +"RT @_mistiu: Want to fight climate change? Have fewer children + +https://t.co/bMwkhQtRQ5",436399 +"@JolyonMaugham The Trump entourage is filled with paranoid fears of other people and yet, paradoxically, is blind to climate change warnings",797196 +RT @350: 'This is a huge stride for human civilization taking on climate change' #100by50 bill launched by @SenJeffMerkley a…,642292 +World heat shatters records in 2016 in new sign of global warming https://t.co/r39GFUjgBL https://t.co/Q1lzSkQLzP,258901 +RT @politico: Badlands National Park climate change tweets deleted https://t.co/4E1maHwiJy https://t.co/VO7Loe0IFc,233757 +U.S. EPA chief unconvinced on CO2 link to global warming https://t.co/VDxUbqBPiJ,875599 +"For the first time on record, human-caused climate change has rerouted an entire river https://t.co/LaUrdR44In https://t.co/b6JvSEd65J",860413 +RT @KathyFoley: Beyond horrified at this toadying. Human rights and climate change (and general decency and respect) matter to Iri…,922066 +RT @poetastrologers: All signs know that climate change is real,719718 +@JunkScience @realDonadTrump 194 countries also support Paris Accord. Trump is the one major world leader denying climate change.,667210 +RT @GregGutfeldShow: Have you seen the trailer for Al Gore's new film on climate change? Well you're in luck! Check it out! #Gutfeld https:…,954662 +"I get why people may not understand global warming but wouldn't you want to do what it takes to save the planet since y'know, you live on it",593300 +"RT @CNN: After previously calling it a 'hoax,' Trump said there's 'some connectivity' between climate change & human activit… ",491493 +@SallyNAitken encourages @ubcforestry graduating students to take on global challenges such as climate change. https://t.co/hw819zSdur,943128 +"RT @techvestventure: Carbon credits are a fake currency for a fake correlation of CO2 to fake global warming fears, just cost shifting a…",670317 +RT @1solwara: Australia's inaction on climate change set to dominate Pacific Island talks - The Guardian https://t.co/KsNQJhCB2w,550089 +We should really stop global warming come on guys #DoItForDave he's been telling us about the melting glaciers for ages now #planetearth2,152533 +Trump's stupidity on climate change will galvanize environmentalists @Smth_Banal,725903 +RT @ArchRecord: Help @ArchRecord with research on attitudes toward climate change by completing this survey:…,685530 +"For you, @hjroaf: We're featuring books about ice and climate change here: +https://t.co/4u1sZlYU8P",679978 +@ZeitgeistGhost climate change is a hoax to line the pockets of the degenerates in Washington. Trump is draining the swamp! #maga,247717 +Trump team memo on climate change alarms Energy Department staff - CNBC https://t.co/wQHwZqjSWW,803475 +"@BillBillshaw yes indeed, why don't we like the Dutch take the Govt to court about the lack of appropriate response to global warming.",776944 +"RT @SirThomasWynne: Despair is not an option when it comes to climate change + +https://t.co/nQN3qRClwd",232693 +"Tech's biggest players tackle climate change despite rollbacks +https://t.co/TQXL2lhFS8 https://t.co/qojt9wWbuR",752730 +"RT @NatGeoChannel: Watch #BeforeTheFlood right here, as @LeoDiCaprio travels the world to tackle climate change https://t.co/LkDehj3tNn htt…",526205 +RT @SarcasticRover: DID YOU KNOW: You can learn about climate change without making it about politics or opinion… because NASA FACTS! https…,831699 +The Guardian view on climate change action: don’t delay | Editorial https://t.co/OD7XBiV8jB - #Climate #News procur… https://t.co/9zbYKcAvdZ,739965 +RT @DrConversano: happy earth day. just a friendly reminder that climate change is real & our planet is a precious resource that deserves t…,251342 +RT @frankieboyle: Let's look on the bright side. Maybe climate change will kill off humanity before a Global Fascist government can start t…,718512 +"Science strives to make climate change more personal, economically relevant to Americans - The San Diego… https://t.co/ToNFh9biYE",816966 +RT @BernieSanders: 'The concept of global warming was created by and for the Chinese in order to make U.S. manufacturing non-competiti…,903146 +RT @ally_sheehan: trump denying climate change is like cornelius fudge vehemently denying that voldemort had returned,891315 +"RT @PeterFrumhoff: Messenger: When water recedes in Houston, debate over climate change and flooding must rise https://t.co/hAlMxn8Ura via…",787078 +goddam global warming...❄️�� https://t.co/kBZw4PuxQR,21589 +The findings come 2 days before the inauguration of a... president who has called global warming a Chinese plot...' https://t.co/27HWfGIUKZ,322283 +We need nuclear power to solve climate change https://t.co/FGeKzyTliH,867456 +RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,22847 +RT @guardianeco: ‘Moore’s law’ for carbon offers a clear map to defeat global warming #climatechange https://t.co/VPlN0InCoU,520018 +@wrightleaf i dumped his albums in a field to let climate change destroy them. (the very nerve of demanding that B… https://t.co/npGcOmYufC,767439 +RT @mashable: Enough global warming is in the pipeline to melt all Arctic sea ice in summer by 2030s https://t.co/PVJnl2ADoB,808874 +@amcp HARDtalk crid:40tej6 ... of global warming. Scott Pruitt - a known climate change sceptic - has been accused of ignoring decades ...,257679 +"This is what climate change looks like: https://t.co/bjgDZa9OE4 +#environment",635476 +@SafetyPinDaily @Independent The new French President had issued an invitation to climate change scientists to come to France.,336477 +RT @FoxBusiness: .@realDonaldTrump: 'We will also cancel billions in global warming payments to the United Nations.' https://t.co/HxeORNHL5p,398328 +@KTLA @NOAA well thay say global climate change is not a thing..but who do you believe science or trump,386898 +RT @CFACTCampus: Don’t blame climate change for extreme weather https://t.co/IF3xM3ARpy via @BostonGlobe,559407 +#SelfSufficient Human-caused global warming contributed strongly to record 'snow dr.. https://t.co/FIYvOnYrVY https://t.co/Lp2oWkz59L,658452 +"@tdichristopher @altUSEPA +I currently don't believe Scott Pruitt, so we're even. +Ironic that statement implies he does admit global warming",64700 +RT @mikeandersonsr: I agree brother. Ask any kid today what he thinks about man made climate change? 30 years of #liberal education. https:…,636423 +"RT @CopsAndRoberts_: Just because you don't believe in climate change does not mean it doesn't exist. We need action, not denial.",906223 +Scott Pruitt’s office deluged with angry callers after he questions the science of global warming https://t.co/wtN7EL0AeE #KeepCalling,773709 +"RT @teddygoff: Fun fact: if elected, Donald Trump would be the only leader of any nation on earth who denies climate change. https://t.co/9…",441850 +"RT @nadabakos: 6. POTUS might tweet – the sky is not blue, therefore the climate change scientists are only providing FAKE NEWS",133043 +RT @SuperAaronBurr: @GlomarResponder Yes this is an official result. I used the same method climate change believers use to prove their…,553119 +RT @guardian: There’s another story to tell about climate change. And it starts with water | Judith D Schwartz https://t.co/J468H1FWsO,632138 +Q4: Should the US do more in combating climate change? #LHSDebate,320905 +RT @dabigBANGtheory: global warming making shit fuck all up. https://t.co/lB0V5P2bkS,975115 +RT @Colvinius: Reminder: Trump intends to cut NASA's funding to measure climate change effects like this. https://t.co/xtPImGZ0s8,38430 +"RT @1o5CleanEnergy: World has three years left to stop dangerous climate change, warn experts https://t.co/rnNFNQrQt2 #1o5C via @FoEScot",733245 +A story of intimidation and censorship: The great global warming swindle https://t.co/P8ueKqvc0y @YouTube #ClimateScam #tcot #PJNet,384813 +Experts to Trump: climate change threatens the US military https://t.co/xUEkHuDF50 via @voxdotcom,464528 +"RT @iansomerhalder: VOTE VOTE VOTE!!!! +;) VOTING for a candidate that believes climate change is a hoax is the… https://t.co/kaLLCio8eo",786000 +RT @realDonaldTrump: The people that gave you global warming are the same people that gave you ObamaCare!,684182 +"This hirokotabuchi look at how Kansans talk about climate change without saying 'climate change' is exceptional https://t.co/lApdfh2mzN + +—…",221073 +RT @Surfrider: Join us at the #ClimateMarch on 4/29—send a message that climate change is impacting our ocean & must be addressed!…,965970 +"RT @newsbusters: Al Gore is SO concerned with climate change, but he uses private planes ALL the time. Total hypocrite. https://t.co/5IYY89…",691400 +RT @EnvDefenseFund: Scientists say these 9 cities are likely to escape major climate change threats. Can you guess where they are? https://…,691422 +RT @FoEAustralia: Record global warming in 2016 as oppn block Vic govt moves to strengthen Climate Act: https://t.co/GgQTVJQDoy…,63149 +"But hey, climate change is a hoax anyway so the world totally won't be devastated before the end of the century, guys. Right? RIGHT???",94816 +RT @winnersusedrugs: boy we liberals are gonna look really stupid when nuclear winter cancels out global warming,613499 +"RT @KurtSchlichter: I support global warming. +I am glad Don Jr tried to get evidence against Hillary. +You are the sex you were born. +Libera…",910979 +RT @sadserver: I suppose a nuclear winter would be one way to reverse climate change.,50617 +RT @_gabibea: Researchers in China find a 'clearer' connection between climate change and smog. But the sky remains murky... https://t.co/s…,529874 +"RT @janet_ren: @climatehawk1 @theage Solutions are suggested by Ian Dunlop. Australia, deep in #climate change's 'disaster alley',…",144763 +Clouds are impeding global warming... for now https://t.co/qLzIqQ3a7E @Livermore_Lab,477049 +"RT @ArmyStrang: Lol, the military has already declared climate change a security threat but I guess what the fuck ever, let's burn… ",718864 +-Trump administration trying to halt landmark climate change lawsuit that could thwart changes at the EPA https://t.co/XNwK7JFemY,799336 +RT @CatholicClimate: New photo essay on climate change: https://t.co/11ZgoATNrg,429124 +RT @rickygervais: The Whitehouse is being filled with creationist climate change deniers. But on the plus side God will give your grandchil…,16399 +RT @ITCnews: #ParisAgreement enters into force today! Trade can play an important role in combating climate change:…,389891 +RT @SenSanders: We have a president-elect who doesn’t believe in climate change. That’s frightening for this country and the world.,803662 +"RT @causticbob: Scientists have warned that 260,000 Muslims could die as a result of global warming. + +On a more serious note my dog's got…",45923 +RT @adamhudson5: This entire thread about feeling despair over climate change is really important & worth reading https://t.co/bTcnBW8bxF,260020 +RT @washingtonpost: 'Trump can’t deny climate change without a fight' https://t.co/ZK2gC8qbxS via @PostOpinions,780749 +"World Trade Center, right now, we need global warming! I’ve said if Ivanka weren’t my enemies tell the other parts of the",618441 +Shut the fuck up. The Bible is a fucking novel. Scientist predicted this shit too. It's called global warming. https://t.co/S1nvL3qmDq,139969 +"RT @NatGeoChannel: Watch #BeforeTheFlood right here, as @LeoDiCaprio travels the world to tackle climate change https://t.co/LkDehj3tNn htt…",723808 +RT @johnpodesta: A breath of clean air on climate change. https://t.co/rl4Gqi1Hxq,188951 +RT @ClimateNexus: The House Science Committee claims scientists faked climate change data—here's what you should know…,609927 +RT @aviandelights: Record hot summer max temps in ACT/NSW ~8 times more likely because of climate change. Hot summers will be more frequent…,98321 +The threat of climate change helped seal the Paris Agreement early https://t.co/kexlBkvuNt #climatechange #ParisAgreement,513818 +"A must-read. Welcome to Pleistocene Park, where Russian scientists want to fight climate change with woolly mammoths https://t.co/mS5SBsjfDJ",943916 +"RT @EmmaVigeland: #Trump appointed climate change denier, Scott Pruitt, to the head of the @EPA. @HillaryClinton would not have done that.…",847508 +RT @EDFbiz: Methane Detectors Challenge: An unlikely partnership to scale affordable technology to fight climate change -…,425538 +"RT @EcoInternet3: Hey anti-science @realDonaldTrump Arctic is 36 degrees hotter than normal and above freezing, still think climate change…",231808 +How can people be so ignorant when it comes to climate change #ClimateCounts @PUANConference @PakUSAlumni #COP22,618984 +"RT @PrisonPlanet: Hey guys, I just checked and global warming isn't a thing. As you were. 🤗 #SnowStorm",810170 +RT @HesselKruisman: Barack Obama on food and climate change: ‘We can still act and it won’t be too late’ https://t.co/67CCMDO2Or,952783 +"@SenatorMRoberts the pollution senator. Never mind climate change, you're promoting long term pollution.",310439 +RT @cr0tchley: never realised republicans are immune to global warming!! https://t.co/0A3JoD6lmh,955627 +UfM representative: ‘Obligation’ to protect Mediterranean from climate change https://t.co/xTQTmgFYs3,201714 +"v upset on this, the most beautiful day of 2016, because a) I didn't bring my camera to campus and b) climate change is terrifying",253507 +#BeforetheFlood is an absolute must-see. It's scary that China is doing so much more than the US to stop climate change.,336728 +#climatechange DailyO 5 climate change challenges India needs to wake up to DailyO In the… https://t.co/xQ64C5gAe2… https://t.co/1O9vV1VJjM,739980 +"RT @larsy_marrsy: PSA: to anyone who doesn't believe in climate change. +Also a PSA: to everyone else that does believe. https://t.co/69aNG…",652034 +RT @katyaelisehenry: If you don't believe in global warming u r a dumbass,786046 +RT @DavidPapp: Trump takes aim at Obama's efforts to curb global warming https://t.co/BrluzB43gi,338331 +"At premiere of 'Inconvenient Truth' sequel, Gore predicts 'win' over climate change https://t.co/Q3Oiz08yqf https://t.co/RgEwIWaeN5",978337 +@AlexWattsEsq good job environmentalism is a sham and climate change is fake,559940 +"RT @RyanMaue: Exactly -- John Kerry's Antarctica trip was selfish, wasteful and against his preaching on climate change. He shou…",930566 +"RT @afenn11: Exxon backs ‘serious action’ on climate change. Motive unclear, progress nonetheless. https://t.co/iCFHdY0f0I",619635 +@POTUS I hope u understand that a majority of Americans know climate change is real & not a hoax! But your policies show u don't give a damn,44405 +"RT @NPR: Rosling had a knack for explaining difficult concepts — global inequality, climate change, disease and poverty — us… ",436944 +"RT @stuart_begg: Increased cyclone intensity and frequency �� global warming �� coal �� galilee basin �� #LNP & @QLDLabor �� numbskulls +#ausp…",609023 +Metro already under threat from effects of climate change - study - https://t.co/udMEdd4N2r https://t.co/gQR4WSyFYI - #ClimateChange,888451 +"RT @bmf: The reality is, no matter who you supported, or who wins, climate change is going to destroy everything you love, much faster than…",565182 +RT @PeteButtigieg: Last year's flood disaster was likely South Bend's first serious taste of climate change. More will come. Pulling out of…,230971 +"RT @_AlexHirsch: Simple. I believe in climate change, a woman's right to choose, gun safety & the wealthy paying their fair share. T…",966471 +RT @NatGeoChannel: One of the easiest ways to help combat climate change in your daily life is to stop eating beef. Here's why:…,633801 +"RT @ClimateChangRR: Scandinavia's Sami struggle with suicide, worsened by climate change https://t.co/SsIpfGIEn6 https://t.co/DKMizjFFBk",596337 +4 things you can do to stop Donald Trump from making climate change worse. https://t.co/yhB5Jp2ENE,434014 +"RT @tveitdal: For China, climate change is no hoax – it’s a business and political opportunity https://t.co/oJmspezGed https://t.co/ytyB8eN…",876617 +@MicheleATittler Nothing you say can change the facts. Human activity is now the primary driver of global climate change. Fact.,60545 +Trump to roll back use of climate change in policy reviews: source https://t.co/eZiTGnfmAO https://t.co/os04EXfHjy,971322 +RT @realscientists: Finally people have asked how climate change could affect insects. So that's what this last thread will be about. (…,634921 +"RT @NatGeoChannel: Watch #BeforeTheFlood right here, as @LeoDiCaprio travels the world to tackle climate change https://t.co/LkDehj3tNn htt…",851954 +"@_Milanko I’m creating a think tank for independent thinkers to solve climate change, would you post also at https://t.co/3nG3t7oJZI",717758 +#climate #p2 RT Vatican says Trump risks losing climate change leadership to China. https://t.co/GXcWtGJAkk #tcot… https://t.co/kbcnAACJoi,421679 +"Have you noticed an amazing event?You hang something in your wardrobe in winter,come summer & it's shrunk 2 sizes!....Bloody global warming!",890281 +Talking about how states are marking out the path of the eclipse next month. States that deny evolution and climate change. Yeah...,665551 +RT @tristanreveur: raise your hand if you believe in climate change https://t.co/l0IiDICgMM,356135 +Trump names climate change skeptic and oil industry ally to lead the EPA https://t.co/CCP6v6MnnQ,963332 +"The comments here are disgusting. Even if climate change isn't man made, why is it bad to protect the earth? https://t.co/CA7V50582T",574829 +"RT @ChristopherNFox: In race to curb #climate change, cities outpace national governments https://t.co/0aALAqJyG3 via @alisterdoyle @Reuters",81371 +RT @TheDreamGhoul: my inner thigh chafe is responsible for global warming,603906 +RT @foodtank: Obama sees new front in climate change battle: Agriculture: https://t.co/ySy3oIYB5u @SEEDSandCHIPS @nytimes…,468076 +RT @MotherJones: Now Donald Trump says there's 'some connectivity' between humans and climate change. https://t.co/vdtJiNW8Wn https://t.co/…,659606 +RT @cathmckenna: 'We believe climate change is one of the greatest threats facing Canadians and the world and it ... needs global so…,97195 +Latest: Kids sue Washington state over climate change https://t.co/C9v6pOeAha,493580 +This forest is being pumped full of carbon dioxide to mimic future global warming https://t.co/tfTXqY41FT via @HuffPostUKTech,880721 +"@libertytarian @BigRichTexasPam There will be climate change, man made global freezing of crops",96026 +RT @OmanReagan: Wildfire is an important part of ecosystems. But fires are increasing in severity because of climate change. https://t.co/f…,252046 +RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,856130 +Global warming and climate change are not man made. https://t.co/lJKF2PbqBZ,472832 +Obama fires scientist for being “too forthright with lawmakers” regarding global warming sham-science. https://t.co/bx9IcHr65U,209090 +RT @jkaonline: China warns Trump against abandoning climate change deal @FT Against the wishes of the whole planet!,609183 +RT @DailyMemeSuppIy: Unbelievable that Club Penguin is shutting down yet people still deny the impact of climate change on our planet,514259 +"RT @WSJPolitics: In rebuke to Trump policy, GE's CEO says 'climate change is real' https://t.co/cLM1bc2z2o",681249 +Bigger hail might pummel the US as climate change gathers more force https://t.co/v6qEhEdHqg,25872 +RT @France4Hillary: EPA chief Scott Pruitt says CO2 isn't a primary contributor to global warming. The Trump administration doesn't car…,408169 +Trump picks climate change denier for EPA team - https://t.co/uQFPF2hQ8R https://t.co/TUKP0nz09R,905925 +#Blockchain ready to use for climate change / global warming fight https://t.co/6ziqWqFOko,459544 +"From ocean conservation to tackling climate change, @richardbranson’s highlights of the Obama years… https://t.co/n04zt5esoA",913419 +RT @bo_novak: Animal lover? Concerned about climate change? Want to be healthier? #GoVegan for Jan! Lots of support at…,71764 +RT @miel: if you are not wanting to 'get political' consider this - trump's actions re: climate change will render this plane…,92104 +"RT @TheEconomist: Fighting climate change may need stories, not just data https://t.co/ks8WX359mb",74545 +"If the two scripted disasters never gained much, climate change wouldn't find the best answer cybercrime.",870533 +"RT @p_hannam: New coalmines will worsen poverty and escalate climate change, report finds https://t.co/9g7iVLtMjf",393229 +RT @MickKime: Heres a breakdown of Twiggys $400 mill donation. Not one brass razoo for climate change research. Is he taking the…,686549 +RT @NRDC: Scientists just published an entire study refuting Scott Pruitt on climate change. https://t.co/fkEvsNy5PV via @washingtonpost,299868 +@BillNye what the hell though how are 2 of those most brilliant minds on the planet about to munch into the number 1 cause of climate change,725140 +"RT @LouDobbs: G7 leaders agree to do more to fight radical Islamist terrorism, divisions remain on climate change. @EdRollins joins #Dobbs…",661441 +Weather Channel condemns Breitbart for misrepresenting their climate report and climate change data in general https://t.co/aSG2kMQItm,474203 +"@WhiteHouse Even though climate change forces us to abandon fossils, the new energy regime will be cheaper and even cheaper. Forward!",242949 +"RT @PacificStand: From our partners at @highcountrynews - Endangered, with climate change to blame https://t.co/elvvivhhNi https://t.co/BYl…",179621 +Noam Chomsky: Donald Trump's election will accelerate global warming and humanity's 'race to disaster' https://t.co/3efZBbFacy,537577 +RT @alifrance5: Why have a climate change authority when u ignore their expert advice. This resignation will b the 1st of many.…,847478 +"RT @YouSeemFine: no idea why you'd need something like that to respond to climate change, you're right",884263 +RT @HotWaterOnIce: Not your average Monday: chatted to @elliegoulding about ice shelves and climate change! Head to the @wwf_uk Instag…,793221 +RT @SratLifeDaily: Patagonia is a company that strongly believes in climate change so sorry frat boyz you better find a new sweater to wear…,819944 +"RT @kurteichenwald: In full page ad in NYT in 2009, @realDonaldTrump called for urgent action on climate change. Which does he believe? htt…",490010 +"Wa Gov Inslee appeared at the UN on March 23 to address the effort of the West Coast on climate change action. + +https://t.co/kKucZQDc2t",939135 +"RT @lkimjongin: not to be dramatic but kyungsoo's smile can light up a whole town, stop global warming, bright up anyone's day, cur… ",323575 +I'm enjoying the climate change �� https://t.co/fMaPlCBXdJ,893288 +Weather Channel video uses young kids to promote ‘global warming’ fear mongering https://t.co/jHUn0hkE4N https://t.co/LFzn3VKokO,116830 +RT @AskAnshul: Banning cow slaughter has become a major outrage issue in India but US researchers says #beefban can reduce climate change &…,362231 +RT @Bipartisanism: Ask the GOP about climate change & they say 'I'm no scientist.' But with abortion they are all doctors.…,471844 +@Afrotastic21 you got climate change and people ruining the world & you got old men in power who refuse to see what's right in front of them,176547 +They tell me global warming will kill us but Coats are trending…,565202 +RT @brianklaas: The senior Trump administration official who briefed the press about climate change policy is not familiar with bas…,329502 +"Report cites national security risks from climate change via #WIkiLeaks, #WikiLeaksParty #WikiHackersLeaks... https://t.co/Lg3Bhzea2M",638907 +RT @ClimateCentral: This is who is leading the world (and who is faltering) on climate change action in one map https://t.co/8U2CGri1ce htt…,614055 +"RT @climatehawk1: On the Colorado River, #climate change is water change — @WaterDeeply https://t.co/KAccZaDEDS #globalwarming…",51534 +"RT @Rare_Junk: When the weather is A1, but it's really global warming https://t.co/Y7dx2fLpDn",945333 +I liked a @YouTube video https://t.co/ueZz4VYEbT Al Gore thinks God spoke to him about global warming...,122940 +"Everyone's an idiot these days. I'm telling you man, global warming is screwing with your brains.",469138 +RT @FortuneMagazine: Watch: Obama addresses climate change at the 2017 Global Food Innovation Summit https://t.co/bN0Jwki9WR https://t.co/P…,880749 +"♥The Taiwan government should apologize to the whole world, making air pollution caused the global warming. + +https://t.co/PM48Wxg3BD",778694 +@AntagonisticArt @chuckwoolery climate change is anti science,104364 +Why shouldn't Prince Charles speak out on climate change? The science is clear https://t.co/0MCLVjAl5M,368719 +RT FT : Untested waters: Miami Beach and climate change https://t.co/DxNKIRA8sM,193727 +RT @Greenpeace: Denmark's politicians are going vegan to tackle climate change https://t.co/Nv6gf3n1Mb #MeatFreeMonday https://t.co/7F7SHN3…,665192 +RT @jacquep: Leading climate scientists urge Theresa May to pressure Trump on global warming https://t.co/z3heSpImu6,565739 +RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,343223 +RT @TheDailyShow: .@algore dissects the argument that developing countries don't have the resources to fight climate change.…,279885 +"RT @AaronBastani: There is no 'both sides' of 2 degrees global warming, or technological unemployment, or a crisis of geriatric care.…",892105 +We won't get rid of the right for a women to choose AND will keep some of the toughest climate change laws.… https://t.co/p8b6Z0LvYI,140680 +RT @ClimateCentral: This quiz will help you decide what park you should visit before climate change takes it toll https://t.co/sjNfOhGZ6G,790521 +RT @starax: SAD!!! : EPA head Scott Pruitt denies that carbon dioxide causes global warming https://t.co/olND1I7m1p,412336 +Conference in Morocco on climate change affecting tourism https://t.co/swdNdAaHfH,445997 +Radical thoughts on how climate change may impact health https://t.co/LSlhxDmKIE,779795 +RT @CityLab: Start treating climate change like a public health crisis https://t.co/U0QFTSfuo4 https://t.co/JzM4BPBPh2,681616 +Leading scientists urge May to pressure Trump over climate change https://t.co/SJkdcCkgMD #afmobi,367686 +"RT @jeffnesbit: On climate change, Scott Pruitt causes an uproar - and contradicts the EPA’s own website https://t.co/wW7VTe28tt",506370 +Indigenous Canadians face a crisis as climate change eats away island home https://t.co/C801BGv0Ll https://t.co/bF3hkmaT61,132168 +RT @tiredhan: did u just say...... that someone being gay.... is more likely to cause a hurricane............ than climate change https://t…,759108 +"RT @RanaHarbi: So Assad is to be blamed for Syria, far right white supremacists in the US, food insecurity worldwide, climate change, dinos…",607329 +THE HILL: EPA chief says CO2 is not a 'primary contributor' to climate change despite scientific consensus:… https://t.co/XYLtORnhwA,833214 +RT @GdnDevelopment: Watch our video featuring the late @HansRosling explaining population growth and climate change #hansrosling https://t.…,989639 +"@MayNer4Life @dmoodymayz Yeah..dahil yan sa global warming.. +Sa summer at fashion.. +MAYNER BraverAndStronger",381419 +RT @voxdotcom: Trump’s election marks the end of any serious hope of limiting climate change to 2 degrees https://t.co/cjiuP9xDIy,152267 +"Yes, climate change is inevitable, but we're the only species accelerating it by the odd millennium. (Some say cows' arses,too)",84283 +RT @FluffyRipple: @IrisRimon Isaac Cordal's sculpture of Politicians discussing global warming. https://t.co/MAHx9EMsUR,983881 +RT @HenriBontenbal: EU to lead fight on climate change despite Trump: https://t.co/UMt9tMcZq8,657049 +A new study just blew a hole in one of the strongest arguments against global warming https://t.co/JuUCLpR8oG https://t.co/5l9UfGmMah,460356 +"@boxun @MikeinusaGB @YouTube Could it be more evidence of global climate change? Sad. +https://t.co/rIyBUb6CZ0",700177 +RT @SethMacFarlane: HRC proposes installing half a billion solar panels by the end of her first term. Trump thinks climate change is a hoax…,724623 +"RT @WhyEuropeORG: .@EU_ENV preserves forests for our grandchildren. #biodiversity; #forest-based industries, against #climate change.…",269340 +RT @elliegoulding: Really cute that Trump doesn't think climate change is real. Sooooo cute. You wish mate! Poop emoji #ThoughtOfTheDay,535460 +RT @AFP: Alarmed scientists say freakishly high temps in the Arctic are reinforced by a 'vicious circle' of climate change…,552058 +RT @AP: The Gulf of Oman turns green from algae twice a year in what scientists are calling fallout from a warming planet.…,163554 +"RT @NatGeoChannel: Watch #BeforeTheFlood right here, as @LeoDiCaprio travels the world to tackle climate change https://t.co/LkDehj3tNn htt…",243130 +Yet another scary thing to come out of climate change/global warming. https://t.co/6Lp3uDyW8v,943320 +"RT @EcoInternet3: Reindeer becoming smaller due to global warming, research finds: Telegraph https://t.co/H5g50gDRED #climate #environment",931056 +"RT @williamlegate: If you reject the science proving global warming, then please burn your cell phone as well bc it must be powered by witc…",574005 +RT @johnredwood: The BBC loves running endless Brexit and climate change stories. There is permanent anti-Brexit bias in many scripts and q…,321998 +RT @lifeaseva: Taking shorter showers and buying reusable bottles won't stop global warming. It's the main result of our agriculture demand…,313038 +RT @TIME: Goldman Sachs' CEO explains why his first tweet was about Trump and climate change https://t.co/SMgMboycrU,651974 +"RT @savski: When ppl call deforestation, global warming, mass slaughter, abuse, disease, and human anatomy 'views and opinions' https://t.c…",744160 +"RT @richardhorton1: So the G20 fails to include a pledge on climate change, contrary to past practice. America's undermining of multilatera…",911544 +Dumb guy I went to school with posted something about global warming being fake and people tore him apart https://t.co/WAx1dYPvKU,28314 +Plants appear to be trying to rescue us from climate change https://t.co/wXJkO330zi,420118 +"RT @SethMacFarlane: Are we looking at an America that officially believes climate change is a hoax? Sorry, everybody else.",865942 +"RT @CECHR_UoD: Indian farmers fight against climate change using trees as a weapon +https://t.co/rMz1xbJJ0P #Agroforestry gaining t…",782992 +RT @rabihalameddine: Trump calls global warming a Chinese hoax. Clinton emails.,175154 +RT @OmegaMan58: End to global warming scam in sight. https://t.co/UjK0Hrxv3P,65902 +Stephen Hawking has a message for Trump: Don't ignore climate change https://t.co/Q0XvBki7pu,787883 +@JeffVeillette is there any media coverage about Norm being a climate change denier? Or those other issues? I had no idea...sneaky Norm.,791692 +RT @HannahKennison1: Is Trump going to purge the government of anyone who accepts climate change? Maybe! https://t.co/5apNXB5CgP via @slate,207757 +RT @nowthisnews: This is what happens when climate change deniers gain power https://t.co/039stRCh8N,976442 +RT @masondenning1: I'm not saying climate change is real but I'm in shorts in January .,758755 +Please vote 4 Hillary on Tuesday. She's the only 1 who can beat Trump. Trump will ruin the US & Earth (he doesn't believe in global warming),867625 +RT @AudreyEveryDrey: Complaining about global warming isn't going to change the fact that it exists. So stfu and enjoy the god damn nice we…,607007 +Theresa May admits climate change is not on the agenda as she meets Trump at G20 https://t.co/dr4uhwpq9z,938596 +When will people realize that nothing monumental will be done about climate change until there 0 chance to fix it,994970 +RT @KekReddington: There is no significant global warming https://t.co/ChVG2EN0uG,528695 +RT @KolbyBurger: When people dont believe climate change is real but its 65 degrees in feburary..... https://t.co/eBZ1kzDYLp,534510 +"RT @GlobalEcoGuy: California has been leading the fight on climate change in America. + +And we know will double down on this in the co…",661942 +RT @robert_falkner: Arctic ice melt could trigger uncontrollable climate change at global level https://t.co/4pLBkn3XiJ,715352 +Wis. agency scrubs webpage to remove climate change https://t.co/Xnr7rfMsnI via @USATODAY,786120 +"RT @DavMicRot: GOP made science political long time ago & it is not just climate change: evolution, social science funding, women'…",840591 +RT @JohnFugelsang: & Donald Trump wants you know this proves NASA's part of that whole Chinese climate change hoax. https://t.co/Mc7346asP1,649191 +RT @pettyblackgirI: Your president literally doesn't believe in climate change. https://t.co/hQu220KC9l,229841 +No one understands 'climate change' . . . sounds too wishy washy. https://t.co/rgQgBLcm3j,783682 +RT @Imthiyazfahmy: Thank you pres @MohamedNasheed & VP Al Gore and all the international champions for action against climate change 👏…,218198 +"@realDonaldTrump +Please visit Greenland to see climate change firsthand. We all need a decent place for our future generations.",446581 +"From Trump and his new team, mixed signals on climate change https://t.co/RNpRVkXq0M https://t.co/AeYwiYALm5",936827 +"Aside from wether u want to deny climate change or not, it makes economical sense to invest and shift to renewables https://t.co/mxWfXy91HQ",152582 +"RT @tveitdal: America’s youth are suing the government over climate change, and President Obama needs to react https://t.co/GigjqEByB8",728227 +Trump tries to keep 21 kids' climate change lawsuit from going to trial https://t.co/P2hLNngZDz,11920 +Cersei not joinging the fight is as frustrating as people who don't believe in climate change. #gameofthrones #got #thronesyall,622280 +Bc it has been. Every time we have a nice day the next day we get hit with a storm �� global warming is fucking real. https://t.co/NyqwmOXXnm,735540 +"RT @LeoDiCaprio: Want to stop climate change, @UWM? See #BeforeTheFlood at your University #BeforeYouVote. +https://t.co/ubMubJMbkv",9279 +"RT @JennyEda: Baby Boomers and Gen X out here complaining about us, but we understand climate change, know to vaccinate our kids, and tip s…",757282 +RT @midnightoilband: How come everyone believes scientists about #eclipse but some people don’t believe them about climate change? https://…,904522 +RT @ZaibatsuNews: Prehistoric climate change caused three mass extinction events in a row https://t.co/1wEPQg4Mk9 #p2 #ctl https://t.co/glg…,347211 +RT @hfairfield: Trump’s proposed cuts to the Energy Department could affect climate change more than his Paris accord decision. https://t.c…,820479 +RT @jamisonfoser: There’s a simple explanation for this: Donald Trump knows climate change is real but does not give a shit about you. http…,756206 +"RT @SenSanders: LIVE: Join me and Bill Nye for a Facebook Live conversation on climate change: +https://t.co/TAMzOIo32g https://t.co/JQNVUPi…",678920 +South Sudan launches UNEP-supported national action plan to tackle climate change,440259 +RT @NancySinatra: From the WP headlines: One of the most troubling ideas about climate change just found new evidence in its favor https://…,559157 +RT @Independent: Trump's defence secretary has a terrifying warning on climate change https://t.co/P5dFpOrTku,406889 +RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,388681 +Reindeer are shrinking because of climate change - The Verge https://t.co/eD0PbHZk43,88041 +"RT @guskenworthy: WTF America? You really want an openly racist, sexual assaulting orange monster that doesn't believe in climate change to…",854980 +"RT @SenatorMRoberts: Al Gore has another fictional movie coming out soon about 'climate change'. + +Let's revisit 'The Inconvenient Truth' h…",922520 +RT @TheEconomist: Donald Trump has promised to rip up the Paris Agreement on climate change https://t.co/LQ9VoOi3iM,213898 +"RT @Frazzling: Irony: + +Those who complain re govt debt hurting next generation are fine w/leaving climate change for that generation to de…",145369 +RT @michikokakutani: 'Energy Department climate office supervisor bans use of phrase ‘climate change’.' via @politico https://t.co/puILDZC…,860687 +Cost: $70 mil How much money do they charge to rent a room here?What about global warming? Which foreign bond count… https://t.co/LUWDy6Y8hI,680519 +"RT @SamJamesVelde: It's 90 degrees in early November in Los Angeles, but you know ....according to Trump global warming and climate change…",321220 +"RT @IISuperwomanII: PSA: I do believe in global warming. + +Obviously...there's so many eggplant emojis being used.",882331 +Step 1 when it comes to addressing climate change is acknowledging the scientific consensus on what's causing it. #ActOnClimate,907463 +RT @TomFitton: Clean house at EPA over fraud by climate change alarmists. https://t.co/P726yLMLgN,335976 +"RT @chrisconsiders: between anti-vaxxers, climate change deniers, and the sudden rise in flat-earthers I'm just waiting for people to stop…",622805 +The Latest: Trump says climate change decision next week https://t.co/l9ize96oCv https://t.co/JY9UX2HMJH,349122 +Agriculture victim of and solution to climate change https://t.co/x5gmd3Qe1A,324368 +"RT @NatGeoChannel: Watch #BeforeTheFlood right here, as @LeoDiCaprio travels the world to tackle climate change https://t.co/LkDehj3tNn htt…",581146 +RT @latimes: Gov. Jerry Brown warns Trump that California won't back down on climate change https://t.co/ig8sxJGw2f https://t.co/eo85j1GK7j,455964 +"Martins said 2014 law he backed requires pub. works projects to consider climate change under SEQRA, but that law d… https://t.co/KSi7kvyfha",160166 +@thehill 'wayne tracker' tillison is about to be indicted on charges he hid climate change evidence for years with exxon...,580239 +"RT @omgofinternet: To those of you that don't believe in global warming, what is your honest reason?",18671 +"Amid climate change, small-scale farmers find merit in traditional techniques - Christian Science Monitor https://t.co/Uk9Mgrpx5Z",716376 +Does anyone think global warming is a good thing? I love @fentymoonlight . I think he's an interesting artist.,979435 +"RT @spaikin: 'Conservatives want a credible plan to tackle climate change,' says Michael Chong. #cpcldr https://t.co/aw4lv8xucX",252476 +Koalas don't like water but they're being 'driven to drink' by climate change https://t.co/AtM97l2Lkc via @YahooNews,838635 +RT @SethMacFarlane: HRC proposes installing half a billion solar panels by the end of her first term. Trump thinks climate change is a hoax…,846835 +"RT @EmmaGomezzzz: As long as we're marching for life today, let's support policy to protect refugees & people from climate change. Most pro…",981163 +Lisbon will likely be in the middle of a desert by 2100 if we don’t mitigate climate change https://t.co/7NZnFmUABs via @qz,236535 +"getting pregnant is a pre-existing condition +ISPs are selling our data to the government +global warming is being ignored + +all within the…",927987 +Wait so people are mad at Bill Nye for saying that climate change deniers are bad,710593 +RT @SethMacFarlane: HRC proposes installing half a billion solar panels by the end of her first term. Trump thinks climate change is a hoax…,610576 +RT @ChancellorChopp: I'm committed to leading DU’s effort to mitigate climate change & foster a sustainable future. More on my website: ht…,758414 +Most wood energy schemes are a 'disaster' for climate change https://t.co/3KiK6Q3aJo ^BBCBusiness,18822 +@mtlblog This is called climate change or global warming or whatever,424206 +"RT @mrntweet2: Anti-Trump actor fights global warming, but won't give up 14 homes and private jet https://t.co/6UmolLhyTt",154236 +"1 more week to #EarthHour, join churches across Scotland to show support for strong action on climate change https://t.co/pjquTHBavr",729958 +RT @frankieboyle: Let's look on the bright side. Maybe climate change will kill off humanity before a Global Fascist government can start t…,407521 +"RT @cnnbrk: Trump will sign executive order to curb federal regulations combating climate change, reversing Obama-era legacy.…",824810 +Santa’s reindeer are getting smaller and you can thank climate change https://t.co/gudZU7gwXj by #diamondsforex via @c0nvey,554576 +@ggreenwald is Trump skeptic on the global warming or on the current political which handles it ? #globalwarming #politic,996125 +RT @UN: 12 #globalgoals are directly linked to climate change. The #ParisAgreement is crucial to achieve them.…,508149 +RT @wef: 9 things you absolutely have to know about global warming https://t.co/TESPXixFH7 https://t.co/K8C7PieM3Y,280895 +RT @kurteichenwald: How will 'climate change is a lib fraud' propagandists explain that 100 large US corporations have stiffed Trump & comm…,110710 +@Logic_Argue @seal_1988 @guardian Sorry what part is gibberish? Hasn't Trump appointed a climate change denier to head EPA?,583480 +"RT @OmanReagan: In the North, it's spring - summer is coming - so here's the deal with dress codes, air conditioning, and global warming.",667841 +"2 lessons I have learned from this video: +1.I'm gonna die bc of climate change +2.Weston is in love with Alfie +@Wes10 +https://t.co/fnajPZ3AsG",949978 +@whoebert @NUnl Misschien aardig om dit kader ook de #docu #channel4 The great global warming Swindle te noemen #kijktip,396471 +We gonna die from global warming https://t.co/I102Zi5bGh,837179 +@EPPGroup @ManfredWeber Especially when a climate change denier fills the most powerful political office.,737124 +RT @INCRnews: Bill Gates warns against denying #climate change https://t.co/n8ZtzHd84x via @usatoday,294524 +"RT @nytimes: In China’s Pearl River Delta, breakneck development is colliding with the effects of climate change…",641827 +"RT @SteveSGoddard: As I have been saying all along, climate change is 97% religion, and 3% science. https://t.co/IwRqnjdjK2",416947 +📷 frankunderwood: tfw you’re having a good time and then remember the ravages of global warming on our... https://t.co/uTdBVDMoHV,515505 +China still committed to Paris climate change deal: foreign ministry https://t.co/elNEj70uYe https://t.co/alZ4T6wfUA,588319 +@realDonaldTrump Of course now he'll say its NOT about climate change..������eal facts happening right now!! #flooding… https://t.co/q0xYAyCHko,604614 +@TheDaiLlew Well at least the impending nuclear holocaust will save us from the coming climate change catastrophe.,446458 +Donald Trump: Get Elon Musk to meet with Donald Trump and discuss climate change and renewable energy https://t.co/92RktdclNk via @UKChange,37360 +"RT @RedTube: If global warming isn't real, why am I able to walk around naked in February?",704078 +RT @YahBoyCourage: you a mf corndog if you think global warming is a myth https://t.co/rbXSy8lHd1,544705 +RT @TreeHugger: Architects finally are taking climate change seriously. Sort of. https://t.co/tfa6SKL8l0 https://t.co/EH1SyMU17R,63842 +RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,901931 +RT @agrifoodaid: #Climatechange? What climate change? Some #farming communities in #Nigeria still not being reached on awareness.…,269577 +RT @Mathius38: Anyone who thinks today's rate of climate change is unprecedented REALLY needs to read this: @tan123 @EcoSenseNow…,138417 +Cities are throwing out “climate change” in favor of “resilience.” #climatechange https://t.co/95wxvbEm8Z,426497 +"RT @TimotheusW: Harrowing read about the relentless pursuit of #CSG in #Australia - 'Australia isn’t “tacklingâ€ climate change, we…",674947 +RT @tveitdal: From best global warming cartoons: https://t.co/46v4Xq6ka5,247478 +"RT @Saltwatertattoo: I just a reminder, The Leader of the Free World said global warming is a hoax invented by the Chinese. That is all, ca…",209270 +"Last chance' to limit global warming to safe levels, UN scientists warn https://t.co/jDwL1pOkhI",992108 +RT @MikeDrucker: Let's not forget that Trump/Pence are anti-science and believe climate change is a myth. https://t.co/gEjAFtocV6,255923 +Why do global warming deniers is really a scam?,972520 +Can we apply 5p bag strategy somehow? #SDG12 Million bottles a minute: plastic binge 'as dangerous as climate change https://t.co/fuSHQt2KbC,942975 +@amrellissy Lawyers: nations obliged to protect heritage sites from climate change. UNESCO must call to account… https://t.co/YokVoZWJY2,664932 +action4ifaw: Urge POTUS to make climate change a priority! https://t.co/1sFGBd23Ci https://t.co/StlTuu795X,799405 +RT @WorldfNature: Computer models show how ancient people responded to climate change - Treehugger https://t.co/FCPkGlGfio https://t.co/unI…,937887 +Scientists call for more precision in global warming predictions @Nine_Banal,173729 +Two days ago it was 60+ degrees and today it's snowing but somehow there are still people that don't believe in climate change 🙄,485359 +Mike Pence gets buried for pretending he can’t understand the importance of climate change https://t.co/K1JDL2QHut via @PalmerReport,134379 +"As Trump enters White House, California renews climate change fight https://t.co/j3wWR3iSNS",760079 +"Tories must 'loudly disown' Trump's #climate change denial or pay electoral price, conservative think tank warns https://t.co/EUDBc94EXQ",398627 +"RT @IvankaToWorkDay: Non-scientist, oil co. shill and questionable human, Scott Pruitt believes CO2 doesn't cause global warming.…",32929 +RT @hellbrat: Growing algae bloom in #Arabian Sea tied to climate change. #TRUMP #Budget #epa #noaa #climatechange https://t.co/Mrp6lBSEtp…,299783 +"RT @ChrisJZullo: If by being #liberals you mean we care about our education system, climate change and wealth/income inequality; I'll wear…",44735 +RT @realDonaldTrump: The concept of global warming was created by and for the Chinese in order to make U.S. manufacturing non-competitive.,728497 +"RT @cnnbrk: As marchers protest President Trump's actions on the environment, EPA removes climate change info from website…",183312 +"RT @chloeonvine: Me: *Enjoying Life* +My brain: you're broke, a nuclear war could start soon, and global warming is getting worst https://t.…",94753 +Due to pollution and climate change no doubt https://t.co/tZZ0MrgruE,14623 +Highlighting the important role of #tidalmarshes in climate change mitigation and adaptation in #Australia… https://t.co/CWPlSAkAZK,353731 +@shoshally *sighs in global warming*,297818 +Trump is like okay you know nothing about climate change? You're in charge! You know nothing about education? Job is all yours!,713609 +RT @Slate: Trump will be the only world leader to deny climate change. https://t.co/thTQM5qEy6 https://t.co/0WvubdXUqu,362414 +RT @NydiaVelazquez: I believe that climate change is real & the future of our planet depends on what we do NOW to address it. Retweet if yo…,34025 +RT @adamjohnsonNYC: Reminder there wasn't one question in any of the Presidential or VP debates about climate change https://t.co/wMnIuccRha,704233 +RT @EJinAction: Trumpcare and climate change will have the same victims - Are 'You' one of them? https://t.co/6rpd6DrCkc via @grist,579173 +RT @MotherJones: Badlands National Park's viral tweets on climate change just disappeared https://t.co/KPsZIzoD0t https://t.co/vgnPNIiKcG,591696 +RT @PeterAlexander: New WH comms director on climate change & guns. https://t.co/mLHApfPY9m,315835 +@sunrisedailynow the share of climate change and human activities for Lagos incessant flooding is not 50-50. It is 90% human activities.,270023 +"RT @FistFullaHits: Over 50 bands. Fist Fulla Hits an album to end gerrymandering, restore voting rights, fight climate change and hel… ",926733 +We can't beat poverty and injustice unless we beat climate change' - @PaulCookTF on @ChristianToday… https://t.co/gpINPQjz6J,30642 +RT @YaleE360: First large-scale survey of microbial life in sub-Saharan Africa may help protect ecosystems from climate change.…,665957 +"RT @truthout: Noam Chomsky on #DonaldTrump, climate change and our accelerating race toward disaster. https://t.co/4YImHl6lNv #climatechange",28337 +"RT @ezraklein: In this podcast, @ElizKolbert gives the clearest explanation of global warming science I've ever heard: https://t.co/9MlkSSL…",417278 +"RT @James4Labour: The DUP: +- anti-abortion +- anti-LGBT rights +- climate change deniers + +Disgusting that @theresa_may is buddying up with @d…",50742 +RT @SethMacFarlane: HRC proposes installing half a billion solar panels by the end of her first term. Trump thinks climate change is a hoax…,358351 +Bruce causes climate change with his vape #carboncredits,200711 +@ImranKhanPTI @nytimes It is not only climate change but sadly behaviour of own ppl From KP toKarachi streets full of filth clean them first,389793 +"So now we're going to have a US president, house and senate who believe climate change is a conspiracy by the Chinese. Frigging great.",454424 +"RT @Bentler: https://t.co/QNpwe3vktQ +The nation’s freaky February warmth was assisted by climate change +#climate #recordbreaking… ",717217 +RT @LEANAustralia: Brandis uses US climate denier 'I'm not a scientist' line to peddle climate change doubt. Not a proper QC either (7…,294907 +"RT @latimes: CA's governor is defiantly standing his ground on climate change, health care and immigration in the face of Trump… ",198716 +RT @thehill: National Institutes of Health removes references to climate change from website https://t.co/vxopWSVycJ https://t.co/xMpxdMTtvC,606121 +RT @ClimateCentral: California governor pledges US climate change leadership https://t.co/iffosR8su5 via @climatehome https://t.co/HLdFCElV…,970000 +RT @globeandmail: Does Earth Hour have value in the age of climate change denial? https://t.co/NPRXoICp0c #earthhour2017 https://t.co/O4Ka…,398295 +"How to kill a government. +Trump's transition team crafting a new blacklist—for anyone who believes in climate change +https://t.co/b9QJkhJl9W",849951 +"Survive this end of world global warming disastrous situation on your own!! I frankly, Don't give a Dam, about your state!!",971806 +Scientists just published an entire study refuting Scott Pruitt on climate change - The Washington Post https://t.co/a0KGRGMfFZ,500923 +"RT @ReutersScience: In rare move, China criticizes Trump plan to exit climate change pact https://t.co/rGRaEOqkKV https://t.co/12IQZ3cPDC",307702 +Now I Get It: The hot debate over the Paris Agreement on climate change https://t.co/eQBj13Z2wG https://t.co/M2huwt5BGb,960324 +RT @PREAUX_FISH: Fishes were thought to be tolerant of climate change because of studies on adult eels-but larvae/juveniles much mor…,645317 +"RT @NYTScience: How Americans think about climate change, in six maps https://t.co/l5TMk2I88u https://t.co/Ff3ofxt5YD",29213 +RT @SenSanders: To say that President Trump's position on climate change is pathetic is a huge understatement.,477346 +I don't know if I believe in global warming.,299162 +RT @ZeddRebel: Trump 'Hiding the truth about climate change' may indeed be a more effective message than Trump merely 'ignoring effects of…,544515 +"RT @LOLGOP: The birther who said climate change is a hoax & Cruz's dad may have shot JFK can't imagine Putin doing a bad thing. +https://t.c…",880298 +User error is as big a myth as global warming 😂,612332 +"RT @ddlovato: #IVotedBecause I believe in equality, we need comprehensive immigration reform, I am pro-choice and global warming IS real. #…",766985 +"@RepJudyChu if we do not stop climate change, civilization will collapse. The only thing more dangerous is large scale nuclear war",361680 +Chicago (IL) Sun-Times: Trump takes aim at Obama's efforts to curb global warming,302664 +RT @Fusion: America is about to become the only country in the world with a leader who doesn’t think global warming is real.…,200394 +"RT @Mig_Zamora: Talking about economic sustainability for coffee farmers - yields, price, climate change #WorldCoffeeProducersForum…",447949 +RT @FT: The effect of climate change in the US will be devastating for agriculture. https://t.co/lUKY1OjOb3 https://t.co/0KThR50AOU,99648 +"RT @PauLeBlanc1: @KFILE Here's a list of what Clovis said about birtherism, climate change, and women in his own words: +https://t.co/m0KBuu…",928859 +RT @hondadeal4vets: If we smoke enough blunts and buy enough Hondas I believe we can stop global warming before 2016,83796 +"@xeni @chrislhayes Nah, probably just a symptom of unchecked #climate change…",925802 +"On climate change, Scott Pruitt causes an uproar — and contradicts the EPA’s own website https://t.co/rHgbqXzSp0",294633 +RT @thehill: Rahm Emanuel posts climate change webpage deleted by Trump administration https://t.co/D6OJmiNFHt https://t.co/KMBKT71FAJ,303648 +Trump team memo on climate change alarms Energy Department staff https://t.co/PkWdoB3exS via @YahooNews,314580 +RT @CNN: Former President Obama is giving a keynote address on food security and climate change. Watch live on Facebook:…,572088 +RT @cjwerleman: My column on the nexus between climate change and terrorism featured in 47th edition of Green News https://t.co/FcFFrm9c7l,200392 +"Apple, Google, Microsoft, and Amazon will continue to fight climate change despite Trump’s order https://t.co/U1Ya6cfWBB",641822 +@CNN Yes climate change bolstered this catastrophic storm!,385091 +"@algore +Your theory is FUCKED-UP!! +I have 'bout ELEVEN INCHES of your 'global warming' on my deck nr @CityRochesterNY!! +YOU'RE AN IDIOT!!",556789 +RT @GCroker9: @AustinJimenez @Tonyveron69 'It's cold therefore global warming doesn't exist' 'My floor is flat therefore the Earth isn't ro…,203724 +Are chemtrail/global weather modification conspiracy theorists safer or more dangerous than climate change... https://t.co/M7remdjDgY,296730 +RT @NatGeoChannel: .@iansomerhalder & @NikkiReed_I_Am are headed to the Bahamas to understand what effect climate change will have on…,916865 +"RT @SierraClub: Psychologist @reneelertzman on how to talk about one of the hardest topics out there: climate change + +https://t.co/MdXZco1R…",435206 +RT @MyT_Mouse76: It hasn't gotten cold enough for cuffing season. We can continue our summer dating patterns. Thank climate change.,797442 +RT @SenSanders: We have a president-elect who doesn't believe in climate change. Millions of people are going to have to say: Mr. T…,586862 +RT @washingtonpost: You can’t deny climate change once you see these images https://t.co/k74AEmMmMf,544527 +"@Stella1050 @ProducerKen Like Obama/Pelosi were on Obamacare, Iran Nuke Deal, UN global warming 'treaty'...",342507 +Are u serious.. I thought this global warming shit was working https://t.co/9d4REJ1nOS,159414 +RT @ClimateDesk: Every insane thing Donald Trump has said about global warming https://t.co/EuPtRVlZ1u,873750 +"Here's how to talk climate change to biomedical research, what's next for science.",240786 +"@TommyWells @c40cities...2 climate change in urban cities, creating green jobs,how organizations can promote work from home2 lower carbon...",912315 +"RT @mayatcontreras: 4. You don't believe in global warming, which means you don't believe in science. That disqualifies you. We cannot trus…",430947 +RT @AIANational: We oppose the U.S. withdrawal from the Paris Agreement and reaffirm our commitment to mitigating climate change:…,502009 +RT @Xeno_lith: Teaching climate change to teachers today. Ice cores came out great! https://t.co/2xEoSPwxwA,406685 +"CLIMATE 'CHANGE' US to exit Paris global warming pact, ex-aide says https://t.co/zHmLPNg4gs",783825 +"RT @ProgressOutlook: While we're destroying the planet through climate change, Trump's stocking the EPA with science deniers.",994307 +A carbon fee is a workable approach to fighting climate change - Pittsburgh Post-Gazette https://t.co/6RiAJ27VcZ https://t.co/szFtH3r7Z9,826534 +"RT @grist: If cities really want to fight climate change, they have to fight cars https://t.co/j8IZDe1Qab https://t.co/1I7PDdX0Ek",958248 +Action plan for world climate change #adsw2017 #worldin2026 @Masdar @ADSW2017 https://t.co/71h8KAHQwp,965880 +"@EPA @EPAScottPruitt Smarter means trusting scientists who study the environment, all of whom agree that CO2 causes to global warming.",641657 +UNESCO showcases indigenous knowledge to fight climate change at COP22 #ElGranPipeMF https://t.co/78Rlic9JWG,250465 +"NASA says space mining can solve climate change, food security and other Earthly issues - CNBC https://t.co/18Fmav07Mb",447013 +Neoliberalism has conned us into fighting climate change as individuals | Martin Lukacs https://t.co/yLBi0uQgNI,855359 +RT @StopTrump2020: UNF*&KING BELIEVABLE-99% of scientist agree-Pruitt says carbon dioxide is not a primary contributor 2 global warming htt…,807064 +@JamesCDenny2 do you believe in climate change? https://t.co/gE7DvRAjLs,986805 +RT @iompng: Migrants’ faces tell us the real stories about the adverse impact of climate change: https://t.co/Hk6ELe8CGa #COP22 https://t.…,461201 +"RT @WWF_Kenya: The effects of climate change are caused by us as individuals, we should all be involved in changing the way we mange the ea…",488707 +RT @tzellyyy: Me when Florida is under water because of rising sea levels and Trump still denies climate change https://t.co/wyeaoNLRPc,895905 +RT @Reuters: Trump to drop climate change from environmental reviews: Bloomberg https://t.co/eXCNRGorAe https://t.co/EasZHy1Nqp,801388 +RT @nowthisnews: Watch Al Franken absolutely shut down Rick Perry over climate change https://t.co/Lr80co69W9,34910 +"@RogueSNRadvisor @Olivpit Thank global warming, Donnie.",242159 +RT @IOPenvironment: New in ERL: negative emissions research is growing faster than entire field of climate change https://t.co/7DoB8cZh9v F…,45534 +RT @NomikiKonst: I can't wait for the millennials to take over. If we survive the nuclear apocalypse/ climate change/ water wars.,976055 +These striking photos from #NationalGeographic show how people are documenting climate change. https://t.co/PkVz0nuxfk,937872 +Trump boosts coal as China takes the lead on climate change https://t.co/tk4C19Ziyn https://t.co/v4oIYGjhN3,838818 +RT @politico: Trump adviser compares climate change research to belief Earth is flat https://t.co/4NUlsbicTg https://t.co/J2eiIpYBlz,590122 +RT @vicenews: Trump’s rumored pick to lead the EPA wants everyone to “love global warmingâ€ https://t.co/ZtvfKXCbah https://t.co/HLBRH3Zglr,21289 +@greeneyedlucy84 Well Since Climate Change Is A Hoax And NORKO is all hot air...I'd say climate change o.0,762446 +"RT @TheFoundingSon: First Sahara desert snow in 40 years +Must be global warming at work https://t.co/yhjMr1Ov05",164145 +RT @theblaze: Trump’s budget director outrages liberals with blunt answer on climate change https://t.co/pGIksJtcn9 https://t.co/LQrJt38W…,397452 +"@LifeSite Also, he has been getting cozy with Soros, and his Marxist, climate change crap... What's the real deal w… https://t.co/VMWVj0y8JO",95291 +"5/ transnational oil companies vs. climate change activists +6/world leadership in the balance +7/corporations vying with nation states",870694 +"The UN faces climate change, the ongoing refugee crisis, and heavy skepticism from the new leader of the US. https://t.co/FPsNQumqFj",419126 +"RT @thinkprogress: Sorry deniers, even satellites confirm record global warming +https://t.co/awCbMKlIIa https://t.co/9zayUOqLSn",314286 +RT @RT_com: Stephen Hawking: ‘We are close to the tipping point where global warming becomes irreversible’…,951661 +RT @ParisJackson: 'also climate change is not a thing' https://t.co/LDTgt6XCBY,187089 +"RT @NotJoshEarnest: That's not the way to spell 'climate change' +https://t.co/39Kg6qondm",375759 +I believe climate change and global warming is fake. There are no scientific facts to prove it. #NationalOppositeDay,679611 +"101°F at 8:30pm in NJ in Jun, but global warming isn't really??? https://t.co/HBKsv366gP",422353 +"@LeeAnnMcAdoo Paul Hellyer talks 9/11, the banking cartel, global warming, and Roswell +https://t.co/2brWCTcbho",886918 +watched politics last night and realized that republicans only care about taxes and global warming...#petty,678095 +RT @capitalweather: Consequence of climate change: More octopuses in parking garages. #supermoon #KingTide. Learn more:…,839278 +RT @DailyLiberal1: Someone in the #Trump admin is finally addressing climate change as Jared asks about what to wear when he moves to…,379592 +"RT @Marky_D1970: So if global warming means higher taxes, global cooling means... https://t.co/PkMgeZgh7I",738080 +"RT @washingtonpost: Scientists just measured a rapid growth in acidity in the Arctic ocean, linked to climate change +https://t.co/whQZfJtlFp",336714 +RT @ParaComedian09: The White House website's page on climate change just disappeared. It has been replaced with an ad for a monster truck…,1816 +@WestWingReport Man-made climate change like man-made global warming is a lie and a hoax. It is all about the power… https://t.co/jUJ7jZPF0f,657388 +RT @SalenaZito: For Clinton to send Hollywood liberals here...to preach about climate change was tone deaf on Guinness record-level…,683321 +RT @lt4agreements: Scott Pruitt doesn't believe in climate change. The guy with a law degree. Over the EPA. Making scientific conclusions..…,477660 +RT @solutionary52: Every year is the hottest year ever - global warming. Every week is the worst week ever for the presidency of @realDonal…,223453 +RT @SethMacFarlane: HRC proposes installing half a billion solar panels by the end of her first term. Trump thinks climate change is a hoax…,421643 +"A guy who gets his money from coal, conveniently denies climate change. Now he's heading up Trump EPA transition. https://t.co/iK3Rf3p0ex",43719 +@senronjohnson - from a voter in your district: please consider Carbon Fee and Dividend to address #climate change. @citizensclimate,381965 +It's freaking June it shouldn't be this cold!!! �� Yet people don't believe in climate change!!!,294032 +RT @NRDC: Urge Trump not to threaten our wildlife and wild places or reverse our progress in fighting climate change. https://t.co/U6Q8AN7T…,109220 +Head of EPA denies carbon dioxide causes global warming – video - The Guardian https://t.co/kcVDW8S9X4,874526 +RT @MarcDanDad: The real 'inconvenient truth' about climate change! https://t.co/0uwnSQ6Y7S,440019 +Dr Zahra it is true what he is saying..Cows do fart and belch out methane.. Significant contributors to global warming...,927947 +4 times JK Rowling incorrectly preached at incendiary Muggles on climate change denial by livestreaming Hungarian Horntail secrets.,574554 +"@homeofbees Hey! We have a new board for bouncing ideas on climate change, are you interested? https://t.co/LTVC09rfhf",128567 +"Sec. of State Tillerson used fake name 2 hide his identity when he spoke about climate change +#makeamericagreatagain +https://t.co/H1Zr8oVusV",378707 +RT @BBCWorld: Norway to boost protection of Arctic seed vault from climate change https://t.co/tqRhXP8Qxy,592854 +"RT @officialdruzma: session: climate change affecting diplomacy nd how to build bridges +#PUANConference @COP22 #PakUSAlumni #ClimateCounts…",456458 +"RT @GavinNewsom: Trump's budget would result in: +- Eliminating funding for climate change research +- Curbing UN peace efforts +- Cuts to Me…",962041 +RT @ClimateGuardia: Australia being 'left behind' by globalðŸŒ momentum on climate change (Without action we'll be a pariah state #auspol) ht…,750953 +"@Lexi #WTF ?? Syria, Trump, climate change ring a bell? You know, things that actually really matter. FFS get over it. Just embarrassing ��",52542 +"Wars will be fought over water in the near future, already are in some hot spots. We must deal with climate change… https://t.co/V1p0PlpGuP",122796 +If your hair is becoming white and crusty and your skin is turning orange...global warming is probably a thing.,187289 +RT @guardian: Fact checking @realDonaldTrump: global warming is not a hoax. #GlobalWarning https://t.co/3n8F5g9E3e https://t.co/XzkDUopB5C,265431 +Pope challenges UN to fight climate change - https://t.co/DXobMZ6WIR https://t.co/AYktowWvqO,828671 +RT @INDIEWASHERE: politicians ignoring global warming and the climate change so they can carry killing the planet for money https://t.co/f8…,244357 +RT @HenriBontenbal: Merkel makes climate change G20 priority: https://t.co/zadw4tGBve,753421 +@Jesusramir32Jr global warming. How warm Is it up there?,204521 +RT @Discovery: A key Atlantic Ocean current could be more likely to slow drastically because of global warming. https://t.co/igjs5R88Q0,14384 +Utopian ideas on climate change will get us precisely nowhere - The Guardian https://t.co/uWhVS5V55g,938581 +RT @NotKennyRogers: On a positive note...Al Gore says global warming should wipe out North Korea's nuclear arsenal by no later than 2113.,739493 +Why aren't feminist mad that it's called manmade global warming? I suggest we change that to woman made global warming. Just to be fair.,272480 +RT @People4Bernie: .@BernieSanders on climate change and coal miners. Don't blame the workers. On many issues they're our allies…,293270 +RT @rbaker65708: White House warns Prince Charles against 'lecturing' on climate change https://t.co/shDZ7EwTDU via @nypost,407620 +For the post apocalyptic landscape of climate change finally playing out for our @followwestwood… https://t.co/eceWBtixlG,221779 +#Repost @yearsofliving ・・・ This is why we have to stop climate change NOW -- because the… https://t.co/BExs9foklY,700583 +"RT @CCLsaltlake: More people than ever are worried about #climate change, but will it last? https://t.co/zIF8h0EwyI @deaton_jeremy…",491385 +RT @axbonotto: Rapid decline of Arctic sea ice a combination of climate change and natural variability #environment https://t.co/xrlw7s8fvq,648006 +The White House isn’t answering basic questions about climate change and golf https://t.co/susEiMDQ9Z by @hunterw https://t.co/6xSBdjKbF7,271260 +@jim82mac Don't act like you're not a republican climate change denier...,68436 +"RT @BostonGlobe: Climate change will hit New England hard, according to a draft of a major report about climate change.…",7675 +"RT @markknoller: Summit Host Merkel tells G20 leaders the agenda includes economic growth, climate change, energy policy and the rol…",820467 +RT @WWF: I just published “The time to change climate change is NOW” https://t.co/N82vmk5WnO,957518 +"RT @SenWhitehouse: Here in Congress, there's a history of doing nothing on climate change. Dark, secret money has a lot to do with it. http…",192926 +How Obama's climate change legacy is weakened by US investment in dirty fuel https://t.co/dPRmkSEcpp,970423 +"RT @RT_com: Cockroach bread may replace steak on menus in bid to halt climate change +https://t.co/wkynrduEbo https://t.co/NhRpjg695D",960163 +My professor said climate change is bs :-),458966 +"Nearly 40 per cent of Americans think climate change will cause human extinction +https://t.co/3wd5A0LDBo",644790 +RT @Alythuh: climate change.. pollution.. I'm so sorry earth,85869 +RT @johanntasker: Defra ‘tried to bury’ alarming report on climate change which warns of ‘significant risk’ to food supplies https://t.co/p…,775140 +".@michelle_sham As a human on Earth, I am genuinely afraid of the damage that will be done to this planet by climate change deniers.",802518 +But 'global warming isn't real.' This is saddening. https://t.co/wt8Elwuiuz,110473 +RT @billmckibben: Record drought/fire give way to record flood in Peru--62 dead so far as global warming amps up another notch https://t.co…,640417 +RT @TwitchyTeam: Sally Kohn’s latest evidence of climate change proves she is ‘not a smart person’ https://t.co/uYBbVAPA3R,280223 +"RT @JaredWyand: Steve Bannon means bye bye to the climate change scheme we're spending $22,000,000,000 a year on for 'research' + +https://t.…",494357 +RT @IntBirdRescue: Seabirds are key indicators of the impact of climate change on the world's oceans: @BirdLife_News…,174044 +people who say things like this are the same people who say that global warming isn't a problem. https://t.co/hCmyYgGCNy,731471 +RT @RawStory: Bill Nye rips climate change-denying Trump adviser comparing the Paris accord to appeasing Hitler…,3723 +Trump doesn't accept that climate change exists. This is ridiculous. #environment #SaveTheWorld,3202 +"Fav accessible book on climate change, tweeps? I'm not as well-read as I'd like to be in this area and have been asked for a rec.",549109 +"RT @ABCPolitics: .@realDonaldTrump vows to cancel 'billions' in climate change funds to UN, adds 'I'm an environmentalist' https://t.co/P1H…",873234 +"i am concerned for people who genuinely think global warming, racism, gender inequality, etc arent real",580874 +RT @SenSanders: We have a president-elect who doesn't believe in climate change. Millions of people are going to have to say: Mr. T…,56879 +@amdugg if global warming was the case their would be less storms as the variance of cold air vs warm air would be smaller,608787 +RT @nytimes: Spring came early. Scientists say climate change is a culprit. https://t.co/ktVedZl1pX https://t.co/ZlsmPJbT2a,151713 +"@mslibor @YouTube @politico So they want to die from emphysema,cancer,cause more climate change&make the ozone layer disintegrate?good call.",457952 +"Celebrities, scientists join new nationwide push for action on climate change https://t.co/6Y08KJ2gq4 (News) #newzealand #nznews",155514 +Watch on #Periscope: global warming Winston Neace https://t.co/TaPQ4b7EYJ,572568 +RT @plantbasedbabyy: pls focus on the diet and animal agricultural side of climate change its so important and ur own tastebuds r NOT an ex…,471996 +RT @ThirdWayMattB: Worth noting - American GOP is the only major party in the OECD that denies climate change. #USexceptionalism https://t.…,749681 +"This climate change denier/known liar will sell his mother to stop the demonstrations +https://t.co/D8TGgI0NCx +#PaulRyan #protests #BREAKING",85658 +RT @LibDems: Why isn’t Theresa May challenging Trump on climate change? The future of the planet depends on it. https://t.co/RKcbiYPHXl,509974 +It is no surprise the same party that dismisses global warming would also dismiss the CBO report,45633 +"Ideally let's respond w relief + coordinated efforts to combat climate change, build infrastructure, and plan citie… https://t.co/iwjgC41GOi",163316 +"Wow, nope, no climate change here. Wtf... https://t.co/J3Y61bx2qa",168820 +"@eugenegu Hurricanes have always happened. You do not know that it's climate change, and I do not know that it's no… https://t.co/jMrlfluPl7",540509 +RT @mashable: Stephen Hawking has a message for Trump: Don't ignore climate change https://t.co/0PSasLH9p1 https://t.co/uCWkKHlf64,203774 +"RT @ddlovato: #IVotedBecause I believe in equality, we need comprehensive immigration reform, I am pro-choice and global warming IS real. #…",589068 +RT @befeqe: Addis Ababa is witnessing climate change. I have never seen such a hailstorm in my experience. https://t.co/gl4XsvKHZT,930997 +"RT @AFP: March for Science attracts thousands around the world, as demonstrators call to fight climate change and protect th…",327726 +Pruitt can go to Congress anytime he wants to ask for more clear authority to fight climate change. #epa #altgov https://t.co/9npTKH6f0z,673125 +RT @Independent: Donald Trump's views on climate change make him a danger to us all https://t.co/6F0cIH9OSY,470462 +Smart cities will put sustainability and climate change first by 2020 https://t.co/OnAnSjLrHg,275391 +RT @c_bartle: Government urged to get tough on climate change in an open letter -signatories include midwifery & nursing organisa…,723919 +"RT @nprscience: Trump's proposed budget slashes money for climate change: +https://t.co/aC2kU3Y536 https://t.co/ug1V8iLaav",446680 +RT @thehill: American Meteorological Society comes out against EPA head on climate change https://t.co/37bJSHukVr https://t.co/XNs9yxBXjD,141194 +RT @mchristine__: i hope someone does something about global warming cause i can't swim my dog can't swim my grandpas in a wheelchair fish…,583867 +"Trump meets William Happer, t Princeton physics professor who claims 'benefits' of climate change outweigh any harm https://t.co/WHA4whGEYk",302930 +Fantastic @heroinebook piece on climate change @PopSci and don't forget call-out on evidence https://t.co/ZoJOEGuWQT,757862 +"RT @Hood_Biologist: The political turmoil, racial & religious division are the systemic drivers behind climate change. Colonialism IS a… ",649240 +"RT @ComedyWorIdStar: Me: *Enjoying Life* +My brain: you're broke, a nuclear war could start soon, and global warming is getting worst https:…",551327 +"Subliminal message within the story BBC pushing globalist 'global warming' narrative, global #carbontax #conspiracy. https://t.co/T9sA0XgYhf",162535 +Y'all climate change is real like idek how this is still a debate ����,715022 +RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,356711 +RT @India_Progress: See Donald Trump was right. There is global cooling happening and not global warming 😝😛😛 https://t.co/JtrKL5zxOc,279120 +RT @jay_zimmer: Icebergs for global warming https://t.co/8ZYOZK4KfR,564 +"RT @CarolineLucas: A #Budget2017 speech summary: No mention of climate change, a pittance for the #NHS, a woefully inadequate response to s…",121545 +RT @MotherNatureNet: Artist @H_Rothstein reimagined iconic National Park posters to show the future effects of climate change.…,242286 +"RT @gmbutts: The White House's views on climate change may be evolving, but those of the Conservative Party of Canada sure aren'…",625921 +RT @SenatorDurbin: Reminder: @POTUS surrendered our future to Big Oil & believes climate change is a hoax—ignoring major national secu…,216342 +@SteveSGoddard @SenSanders Some politicians are still using climate change to advance their outdated and disgraced political agendas.,534568 +RT @UniofNewcastle: Our research helps to protect the world’s coral reefs from global warming. https://t.co/09TNb97rrv,173469 +Differences in climate change #GHToday,451677 +RT @SethMacFarlane: HRC proposes installing half a billion solar panels by the end of her first term. Trump thinks climate change is a hoax…,565007 +Standing strong for action on climate change! https://t.co/B58np9K77X,858239 +"RT @NatGeoChannel: Watch #BeforeTheFlood right here, as @LeoDiCaprio travels the world to tackle climate change https://t.co/LkDehj3tNn htt…",707167 +RT @UKBanter: Show your support for Earth Hour by using #MakeClimateMatter and help tackle climate change #ad https://t.co/KVnKWhxs0k,581249 +@AngryNatlPark Spending on climate change is sheer madness. That money could be going to tax cuts for the rich. https://t.co/6URDwAynR3,833702 +RT @ABC: Sec. John Kerry becomes highest-ranking U.S. official to visit Antarctica; he's there to learn about climate change…,14926 +"RT @craftyme25: Dear #Electors #ElectoralCollege, a climate change denier will head the @EPA. Likely roll back all progress & safety regs.…",448775 +"RT @wakmax: Ignore Trump for now. Reflect on how far cooperation on climate change has come with EU China, India ploughing ahead https://t.…",864201 +RT @WorldfNature: Meteorologist goes on rant about climate change - KMTV https://t.co/eCELcUeMAK https://t.co/Qp5FH0G61q,15881 +Federal court orders Government to stand trial for causing 'catastrophic' climate change #feelthebern #SCOTUS… https://t.co/src1I0H9qt,57888 +RT @guardianeco: Obama puts pressure on Trump to adhere to US climate change strategy https://t.co/kDdZInePUT,525539 +"So what do you guys think will bring the end of the world first, climate change or nuclear war?",672859 +RT @PattiHarris: Women mayors are on the frontline of progress in the fight against climate change. https://t.co/VyB6f4z1oq…,297051 +too bad our president elect doesn't believe in global warming lol,413953 +RT @JebSanford: Libs are all for science proving climate change is real... but ignore the scientific fact a child with a beating heart is a…,20613 +"RT @mullmands: 'Australia isn't 'tackling' climate change. We are selling it.' +Well worth the read. https://t.co/dmJl8qmvR4",783978 +#MovieIndustryNews - Al Gore presses on with climate change action in the Trump era https://t.co/0dNWcydcBV,44946 +.@moraymo talks about Arctic climate change and her plans to inspire & empower change at the #NorthPoleSummit… https://t.co/xtvkYdflVo,739146 +"RT @RepStevenSmith: A CNN host said we should all vote for Hillary because she believes in climate change. + +These countries make one t…",242763 +physorg_com: #Mustard seeds without mustard flavor: New robust oilseed crop can resist global warming https://t.co/qpJg3ZoHXb uni_copenhag…,427532 +RT @UNFCCC: Have logistical questions about the @UN climate change conference #COP23 in Bonn in November? We've got you covered…,482620 +RT @jalloyd4: The descent into #TrumpHell begins - chooses top #climate change skeptic to lead #Environmental Protection Agency https://t.c…,338775 +RT @JoyceCarolOates: 'Death-wish'--Freudian theory confirmed by masses of US citizens voting in pres. who denies climate change that will k…,963222 +I'm now convinced that no action against climate change is necessary. /s https://t.co/NGM9l5f1WL,853096 +Recent pattern of cloud cover may have masked some global warming https://t.co/GmEGtigEhk,178136 +Does Trump buy climate change? https://t.co/KYbFmCK518 https://t.co/Io5fHoxXzG,507896 +How will global warming gain acceptance when this is the burden of proof to prove the obvious in Premier League foo… https://t.co/DHju1WpEpO,872710 +RT @wef: The cleverest countries on climate change – and what we can learn from them https://t.co/Q74BYERmPv @apoliticalco https://t.co/IPr…,756649 +Will climate change affect forest ecology? - https://t.co/lNS0nFU4rR https://t.co/mlMTrzMRn2,427921 +RT @_eleanorwebster: Remember our climate change garden @The_RHS Chatsworth? Read my blog to find out what it was like behind the scenes…,236300 +RT @LiberalResist: The governor of California and Michael Bloomberg launched a new plan to fight climate change with or without Trump - htt…,472843 +@PaulPabst Did he make his money studying and then predicting the end of human existence in the next ten years due to climate change?,585050 +RT @markhumphrys: Guy who denies link between Islam and Islamic terrorism claims that climate change causes Islamic terrorism. https://t.co…,722000 +RT @ProgressOutlook: Evolution and climate change are real. Teaching them in schools should be standard and not controversial.,652221 +RT @SteveStfler: Only in America do we accept weather predictions from a groundhog but still refuse to believe in climate change from scien…,157054 +RT @JaneMayerNYer: GOP erases climate change information in Wisconsin - will Trump take science censorship national? https://t.co/sL2hu1cy…,758676 +EPA chief: Carbon dioxide not 'primary contributor' to climate change @CNNPolitics https://t.co/bKDzlsIyOs the @realDonaldTrump Cesspool,842465 +RT @SenSanders: We have a president-elect who doesn't believe in climate change. Millions of people are going to have to say: Mr. T…,212791 +51% don't believe global warming is caused by humans? 51% of Americans are obviously morons. #globalwarming,695776 +China to Trump: climate change is not a Chinese hoax âž¡ï¸ @c_m_dangelo https://t.co/DpSIi4lbE1 via @HuffPostGreen,699957 +"RT @laynier: 72% of Americans, who want the United States to take aggressive action to slow global warming, would disagree with…",232164 +Why should they have reached out???.....I doubt they discussed 'climate change':) https://t.co/3eFzDArIas,517116 +RT @abedelrey: People who open snaps and don't snap back are the reason global warming exists,930064 +"RT @FoxNews: On 'Cashin' In,' @RCamposDuffy slammed @BarackObama and @algore for their support for strict climate change regulat…",576283 +RT @thehill: De Blasio signs executive order committing New York City to Paris climate change agreement https://t.co/hD0AMERkAA https://t.c…,265567 +"RT @george_chen: With Trump as president, China—China!—will be the world’s biggest champion of fighting climate change https://t.co/8Xv44xT…",17842 +Amazing how with all his knowledge Ben Carson believes climate change is a hoax.,798939 +"RT @hannah_lou_m: be racist, support trump, transphobic, homophobic, islamophobic, disrespect women, say climate change is fake, hate…",168339 +"RT @iwelsh: The Obama administration has done nothing meaningful to stop global warming (signing Paris does not count). In fact, they speed…",106814 +"RT @sassygayrepub: Funny how liberals talk about global warming when we set record high temps. Yet, there's almost no talk of it when we se…",825225 +"RT @Samanth_S: What does a rich, ambitious nation if it begins to run out of land? My @NYTmag piece on Singapore & climate change: + +https:/…",360538 +RT @SethMacFarlane: HRC proposes installing half a billion solar panels by the end of her first term. Trump thinks climate change is a hoax…,612554 +Yet some will point to the cold as proof that climate change isn't real smh https://t.co/tYqo3KqiAh,853657 +RT @emlaughsallot88: Bet they are praying to Gaia for global warming to kick in #ldnont #cdnpoli #onpoli https://t.co/HyMXToUEQh,98480 +RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,177484 +"Scott Pruitt is in place to 'shut up the Fracking protest +along with the climate change nonsense' +Big Oil writes th… https://t.co/222HEdNYR9",777232 +"RT @prchovanec: 79% of European, 66% of American thought leaders say climate change is a major threat.",768047 +"RT @YouTube: .@NatGeo teams up w/ @LeoDiCaprio to explore climate change and prevent catastrophe. + +This is #BeforeTheFlood →…",881405 +"RT @c40cities: To reduce climate change & sea level rise risks, we need substantial and sustained reductions in GHG emissions…",671404 +RT @Greenpeace: Are these the top five worst things Trump has done on climate change so far? https://t.co/1vyBm1cv0y #resist https://t.co/R…,329427 +"@VP Gee, doesn't look like you're POTUS material either. Keep ignoring climate change & it'll just get worse. Not G… https://t.co/wipCKLemtx",184153 +"74 degrees out in the middle of November, global warming is in its prime",859092 +NY AG: Rex Tillerson used alias 'Wayne Tracker' to discuss climate change while CEO... https://t.co/pCLmXESchC https://t.co/YStybJIpzJ,456205 +"RT @andrewbeebe: In rebuke to Drumpf policy, GE chief says ‘climate change is real’ https://t.co/8Vg83hMfIt via @WSJ thank you @generalele…",280330 +RT @theritzlondon: We will be turning off our exterior lights today at 8.30pm for @EarthHour in support to climate change action.…,203075 +RT @Prem_S: What's lame my dear is you. Your ignorance and hypocrisy re climate change is devastating our country yet you don't…,272683 +@JohnBCool @NatGeo @ChelseaClinton Preach it brother. Man made climate change is a lie.,102279 +@jmcdesq @dfaber84 @TopThird cant we just all get along in the short time we have left before climate change kills us all?,251364 +"RT @pdacosta: Hitting back at Trump, Trudeau cites need for 'courage to confront hard truths' on global warming https://t.co/NuUQjSRWtl #Pa…",691018 +RT @EnvDefenseFund: A once doubtful scientist comes around to climate change impact after visiting Greenland. https://t.co/PUFhlfFO8H,171437 +RT @buhmartian1: @TimKalyegira OK Mr expert In everything. You believe climate change is a hoax?,584523 +RT @leanahosea: Act Now #BeforeTheFlood @LeoDiCaprio documentary on climate change is a must see https://t.co/f07mWhMECu,352915 +"@MzVelmaBeasley Also Yes climate change, again we are the only nation on earth not worried...",938918 +How climate change could make extreme rain even worse https://t.co/XGwBFOAxo0 by #TIME via @c0nvey,118705 +@ayana_ramberg and why even bring up global warming right?Me and you both know it's a hoax!None of the stuff you le… https://t.co/9IBShDFRje,362862 +"@Cybren finally, the lack of coverage of climate change is not only a type of politicization, its a huge success for climate deniers",162835 +"Trump is changing policy when it comes to climate change. What's next, is he going to say cigarettes do not cross cancer.",684924 +"In rare move, China criticizes Trump plan to exit climate change pact https://t.co/6uCYDZLN0V via @Reuters #climatechange #china",192051 +"I want to see Trump dispute tt there's no global warming. HEY if there is, the first to go is the fishes on your pl… https://t.co/JpvBVylJEM",302733 +"Addio olio e pesci: climate change, la catastrofe nascosta | LIBRE https://t.co/4uEhVIqrlQ via @libreidee",338757 +RT @davidschneider: But remember: climate change is a hoax. https://t.co/XK1gbR8vbA,964326 +"RT @VivziePop: @VivziePop but we now have a pres who thinks climate change is a hoax & has no respect for women, sorry if some are upset pa…",84507 +"RT @BrandNew535: Will unchecked climate change kill us, or just starve us? Environmental action becomes more urgent every day. + +https://t.c…",785363 +"The New Yorker asked me to shoot a story on climate change in 2005, and I wound up going to Iceland to shoot a glacier. The",504198 +RT @thoneycombs: yo only socialist governments are capable of the kind of planning we need to combat climate change. #marchforscience,232387 +"RT @CBSNews: To help fight climate change, about 1.5 million people in India plant potentially record-breaking number of trees…",169990 +RT @C_Smart_Climate: After Trump election conservatives own what happens with climate change. https://t.co/p4aYAW4bAs,191543 +RT @StopNuclearWar: Rex Tillerson refuses to admit #ExxonKnew about climate change decades ago https://t.co/vww20MH7xK via @HuffPostPol #Cl…,746266 +Does climate change mean this weather is the new norm? And what can we do to stop it? https://t.co/LAMJ9f0lDV (Phot… https://t.co/dio8oKwKO9,389694 +"RT @davidsirota: If you wouldnt consider ending a subscription to a paper because it promotes climate change denialism, what would make you…",202010 +RT @tdichristopher: EPA chief Scott Pruitt says he doesn't currently believe CO2 is a primary contributor to global warming https://t.co/CF…,693828 +RT @tan123: Over 300 US electoral voters: Ignore Bloomberg on climate change https://t.co/8cGlEWb8e2,234488 +German chancellor Angela Merkel predicts climate change face-off at upcoming G-20 summit https://t.co/gTWZXpAgKa #canada,933815 +RT @SenSanders: We have a president-elect who doesn't believe in climate change. Millions of people are going to have to say: Mr. T…,536804 +"RT @ddlovato: #IVotedBecause I believe in equality, we need comprehensive immigration reform, I am pro-choice and global warming IS real. #…",568070 +Carteret Islands; ground zero for climate change https://t.co/86qMwBvbY7 https://t.co/WuECewpWcK,757915 +"RT @merrittk: as a millennial, you might expect that my favorite RPG is chrono trigger. when in fact, it's illusion of gaia (climate change)",214113 +RT @ekphora: Here are the tweets that Badland National Parks posted about climate change and that were removed. Science is being…,430081 +"⚡️ “Leonardo DiCaprio met with Donald Trump to discuss climate change” + +https://t.co/nTQPlU1SQA",219191 +"@PatVPeters ..........and farting is the blame for global warming, jack a$$...I don't believe in global warming...just so you know!",154202 +RT @existentialfish: look at the screenshot! someone's actually covering climate change!!! https://t.co/2wqnXCbEBW,265504 +"RT @KJBar: Vast 'back-to-back' coral bleaching disaster due to climate change, not El Niño https://t.co/T5RCZtK4xg https://t.co/2S66QRXypL",192317 +"RT @1followernodad: parent: I'd do anything for my children! + +Scientist: here's how to stave off climate change so your children can stay o…",231203 +"RT @sungevity: #BeforeTheFlood, the must-see new film on climate change from @LeoDiCaprio, is free online. Watch now: https://t.co/RtJCauB…",921692 +"When I read some of y'all tweets, I can feel my brain cells deteriorating @ a > rate than climate change ��",582394 +.@EPAScottPruitt doesn't think CO2 drives climate change? Let's send him a copy of 'Global Warming for Dummies': https://t.co/bzok3yxdeb,103419 +RT @nature: Editorial: The potential economic damage from global warming should not be influenced by politics…,469177 +"@rjf57bob @WilsoNerdy majority of republicans are in pocket of fossil fuel industry, which is why they're feeding you climate change lies",67327 +RT @GRI_LSE: Check out our 5-day course on climate change economics & policy making https://t.co/KeLfGDWrFr,409807 +RT @rainnwilson: Be very prepared 4 dismantling of the EPA w/oil lobbyists & climate change science “deniersâ€ running the show. https://t.c…,576187 +RT @SenSanders: We have a president-elect who doesn't believe in climate change. Millions of people are going to have to say: Mr. T…,550239 +RT @UNUWIDER: Faaiqa Hartley discusses the expected impacts of climate change on South Africa’s economy and the kinds measures ca…,648313 +"@RosieBarton What I hear from the EU is a refusal to acknowledge global warming is here, water wars are here, and its going to be nasty.",375610 +"RT @JakeReedaBook: If global warming isn't real, then explain why Club Penguin is shut down?",288718 +#RickPerry says carbon dioxide is not a primary driver of climate change #ArsTechnica https://t.co/dyXYW6j5sD… https://t.co/FRiGrZ5c86,661607 +Acknowledge climate change and do something about it! https://t.co/0WW7JNIL9a,440008 +"RT @mcspocky: Oklahoma hits 100 ° in the dead of winter, because climate change is real https://t.co/Qtghk6AjUg https://t.co/pQGqXEfqCz",937627 +@RepJimBanks You need to 'hear' this deeply and learn about climate change. Then oppose Trump!! Listen to us!! https://t.co/nwyJwgMKL1,721289 +Rick Perry clarifies an earlier statement - he says the *existence* of man-made climate change is not up for debate.,287145 +Some great explainers from @voxdotcom and @UofCalifornia about climate change here: https://t.co/mXt4LjZy6t,281673 +@TheMorningSongs climate change,886513 +The impact of climate change on agriculture could result in problems with food security'. ~I.Pearson… https://t.co/7iRLkLvv8v,407091 +RT @IndyUSA: Trump signs executive order reversing Obama measures to tackle climate change https://t.co/lPh1tAWG2b https://t.co/LSFprhRssh,42518 +"RT @bani_amor: Contacting reps isn't enough. If yr tryna make sense of climate change, race, place, class,+gender, here's some help https:/…",742525 +The UK could have changed the way the world fights global warming. Instead it blew $200 million.… https://t.co/PoVkPDR0bM,118175 +RT @Newsweek: Global climate change battles are increasingly being won in court https://t.co/88ITY4515w https://t.co/4x0HIgtJoy,339939 +RT @NomikiKonst: Why this Senator has given 150 speeches (and counting) on climate change https://t.co/RSbld2hfLC via @HuffPostPol,746758 +"There are crazy natural disasters happening all over just now, yet people still dont believe climate change?! Our planet is poorly! Help it!",47529 +#DailyClimate Ireland's staggering hypocrisy on climate change. https://t.co/nmr0NwOteD,750212 +Because of climate change:,162028 +We also discuss this in part 3 of our podcast series on climate change and health https://t.co/oJaLOcOzp0,937194 +RT @ag___11: If u don't think climate change is real then fuck you https://t.co/HuDlZPLLpw,491132 +"RT @SecularBloke: - creationists +- flat earthers +- anti-vaxxers +- climate change deniers + +Have I missed anyone off my “absolute fucking mor…",474018 +Philippines to get $8M for climate change measures: Lopez - ABS-CBN News https://t.co/z6RihAnV6r #Business,361042 +"RT @kwilli1046: If you agree with Margaret Thatcher, that climate change is a globalist conspiracy and a major hoax! https://t.co/RQnO4w2xe6",799826 +Say what you want but he'll definitely take care of global warming... via /r/funny https://t.co/vdNOTmGx2W,513377 +Storms linked to climate change caused more than £3.5m to cricket clubs https://t.co/cczvcm5owx,329632 +RT @nytimes: The findings come 2 days before Donald Trump's inauguration. He has called global warming a Chinese plot. https://t.co/Ep4mbko…,994041 +RT @alexgibneyfilm: NY Times hires climate change denier. Why? For 'balance'? What about a flat earth columnist? https://t.co/GUygdZosjH,721268 +"Yes, but now Trump's President there's no such thing as climate change & all will be ok #planetearth2",93850 +Nowhere on earth safe' from climate change as survival challenge grows https://t.co/FDbP7eW4FF #A,610899 +RT @sciam: Antarctica’s southern ocean may no longer help delay global warming https://t.co/dV174aBcHx https://t.co/sL66QUvvwr,418447 +RT @AkzoNobel: Pleased that @CDP has awarded @AkzoNobel A-rating as a leader in combating climate change #PlanetPossible…,502706 +"On climate change, Scott Pruitt causes an uproar - and contradicts the EPA’s own website https://t.co/pSmBRQrEAx Scott Pruitt is dangerous!",910420 +"RT @NatObserver: Pledge now! Support reporting on perils animals face: trophy hunting, LNG, climate change. Get the orig grizzly tee…",103571 +guardianeco: Nicholas Stern: cost of global warming ‘is worse than I feared’ https://t.co/si4qqmPW8V,338728 +RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,143979 +RT @nytpolitics: Trump has called climate change a hoax. Now he has the chance to destroy efforts to beat it. https://t.co/xLSRpq99zr https…,908115 +"@njdotcom And Houston is the most liberal part of the state, so you can't blame theme for putting climate change deniers in power.",224771 +Thank goodness for global warming or it might really be cold,203179 +@alroker Shocker! That's the climate change new normal in that neck of the hoods,784900 +Jane Goodall calls Trump's climate change agenda 'immensely depressing' https://t.co/RKppanvMnd,795672 +"@1john22 @channel2kwgn @KyleTucker_SEC Not anything -important things that affect the future. Like DACA,climate change,equality",197824 +Donald Trump's climate change deal doesn't change the fact that my dick is still small.,158701 +Our president doesn't believe in climate change https://t.co/FKcYY4yD8W,863844 +RT @ClimateDepot: Watch: Tony Heller dismantles Harvey climate change link in new video https://t.co/EirKxBVE9E via @ClimateDepot,678273 +African penguins are being 'trapped' by climate change https://t.co/Si5i1mOe3X,291587 +"RT @ChuckWendig: Don't forget the widely hated TrumpCare, or the virulent climate change denial, or HEY ho they're all Russian puppets ha h…",380473 +RT @amworldtodaypm: The leaked report says Australia is not on track to meet the Paris climate change commitments and that investment in th…,144028 +It's started raining while the sun is out a lot here lately. I wonder if it's climate change related.,296369 +What TED session on climate change would be complete without. . . . a cameo by Al Gore?' Bill’s blog on #TED2017:… https://t.co/HJq20JWIzN,100221 +"RT @seru25: Labor unions. +People concerned about climate change. +Activists. +Y'all are in for a bumpy 4years.",353354 +"@absurdistwords GOP control in one state is not the same in another. In other words, climate change in IN is not the same worry as in FL.",74660 +"ICYMI: Regarding climate change, Mick Mulvaney said, “We’re not spending money on that anymore.” https://t.co/csDIXGqcEv @theAGU",359734 +"RT @DionneGlynn: It's Nov 10, northern Utah and 65 degrees....should I be worried? +Republicans insist global warming is a hoax, but…",593537 +"@Anon_Eu So actually his logic could be that humans don't cause climate change, coals does, or maybe cars do, or cows. Like guns.",461573 +...said the man who lead a decades-long lie to America about climate change https://t.co/yIVQZNNohN,787803 +@AmyMek do you... understand what climate change is? It's not just your feet could get wet.,498737 +"RT @washingtonpost: Energy Dept. rejects Trump’s request to name climate change workers, who remain worried https://t.co/dbDzb8OvXS",700957 +RT @business: China tells Trump climate change isn't a hoax it invented https://t.co/eWVQtI28t3 https://t.co/7qV3RfzTTE,504538 +RT @DrRimmer: The Doomsday Clock - scientists on climate change and time - Dr Nicole Rogers at @QUT @QUTlaw #QUTclimatebiz https://t.co/bna…,736901 +RT @ayee_stefyy: Still can't believe our new president is a moron who believes global warming is a hoax...,651995 +"RT @GeorgeMonbiot: I argue that the failure of all govts to engage with automation, climate change and complexity makes war probable: https…",853083 +"RT @lindenashby: President Trump explaining how much he knows about climate change. Or maybe describing the size of his brain, or hi…",582931 +RT @Jason: 15 (!!!) ships burning heavy fuel oil are much worse for global warming than the world’s cars put together ������ https://t.co/CjCZ…,356177 +RT @Ted_Scheinman: This week: a series of short profiles about women on the front lines of climate change — intro by @KateWheeling & me htt…,140282 +The Totalitarian Consensus - Question the totalitarian consensus on climate change and you immediately confront... https://t.co/w1vsQ026cq,615437 +@santose84931250 global warming is fake,59916 +RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,358757 +RT @NatGeoPhotos: Explore eye-opening ways that climate change has begun to affect our planet: https://t.co/w7wSJjWbaj https://t.co/wrHxW53…,144672 +RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,239716 +RT @oxford_thinking: Is veganism the way to beat climate change? A thought-provoking look at the future of food with Dr Marco Springmann…,661831 +RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,795858 +"Indigenous rights are key to preserving forests, climate change study finds https://t.co/xrSUZVv53X",124164 +What the sea wants the sea gets with climate change the Arctic falls... https://t.co/Xadf9RXbtO,129832 +RT @billybragg: Do those who won't vote Lab because Corbyn's views on nukes see nuclear war as greater threat than climate change or destru…,112460 +RT @People4Bernie: Nuclear Weapons and climate change are the two biggest threats to humanity. Thank you @SenSanders for focusing on t…,242681 +"RT @lindsaymeim14: ICYMI: As Trump unravels hard-won protections of people & planet, concern about climate change reaches record high.…",160144 +RT @USFreedomArmy: Hey East Coast libs. Where's the global warming? Enlist in the USFA at https://t.co/oSPeY3QMpH. Patriots only. https://t…,422103 +@danjdob @Noahcoby1 @KvtvComb @ColumbiaBugle Even if climate change isn't real what is the harm in decreasing pollu… https://t.co/G5tB6vsDgD,546746 +The broad footprint of climate change from genes to biomes to people https://t.co/aUS4ri2uxu,219843 +RT @LifeSite: Why are we worried about climate change when we aren't protecting our unborn? https://t.co/NG9x6lTe9E,151006 +RT @BloombergTV: Here's what President Trump's climate policies could mean for global warming https://t.co/9QJ35exuVj https://t.co/QtuCp8ED…,190868 +"RT @CNN: President-elect Donald Trump met today with Al Gore, one of the most vocal advocates of fighting climate change… ",994821 +"These videos are not simulation but representations of available data on climate change. +https://t.co/H9jHBlowhO",531825 +No more climate change legislation or biomedical research for us! Is the beginning of a new Dark Ages-& a reversal… https://t.co/zowE0kh6H0,35242 +RT @BlessedTomorrow: Here's what thousands of scientists have to tell President-elect Donald Trump about climate change…,858151 +"RT @ProgressiveArmy: Next head of UN global climate talks has appealed for US to 'save' Pacific islands from impacts of global warming. +htt…",432143 +"RT @vicenews: As permafrost thaws, climate change will accelerate. A solution is urgently needed. #VICEonHBO https://t.co/TbtwdnKLQX",12320 +RT @realDonaldTrump: The concept of global warming was created by and for the Chinese in order to make U.S. manufacturing non-competitive.,831941 +"RT @rustybarth: Forget about climate change, virtual reality porn is going to lead to the extinction of mankind #foodforthought",584499 +"when it comes to climate change, are hoomans worth saving?",524383 +RT @BernieSanders: 'The concept of global warming was created by and for the Chinese in order to make U.S. manufacturing non-competiti…,795138 +RT @mashanubian: 18Feb1977: Gambia became a pioneer as 1 of 1st in Africa to address climate change w/what is known as 'The Banjul D…,152972 +RT @griffint15: #RememberWhenTrump said this about global warming. https://t.co/nzV4W2dm3i,703808 +RT @HuffPostPol: Trump budget director pick does not believe climate change is a major risk https://t.co/IYcT3c31ii https://t.co/ZMclwgtYy9,620420 +RT @CBSNews: Bernie Sanders: 'What astounds me is that we now have a president-elect who does not believe climate change is real…,465164 +meanwhile our president elect doesn't believe in global warming https://t.co/BQbOLfaPgM,384067 +"RT @UofGuelphNews: Congrats to #UofG Prof @Sherilee_H, heading multi-million dollar climate change, indigenous food security project…",231989 +RT @NewRepublic: Do we have a constitutional right to be protected from climate change? These young activists say yes.…,946557 +"RT @Jeneralizer: Keeping with the theme: +Bugs for extermination +Polar bears for global warming +Dentists for sugar +Postal workers for…",154720 +"What could a couple thousand scientists possibly know about climate change? + +E.P.A. Chief Doubts Consensus View... https://t.co/tsZFLfiNmK",948569 +RT @ajplus: Leo takes on climate change skeptics: “You might as well not believe in gravity.â€ https://t.co/v8EdagKObD,435694 +RT @ObamaStopDAPL: RT OccupyWallStNYC: Remember that for decades #Exxon misled the public about climate change. #RexTillerson https://t.co…,300631 +RT @AJEnglish: Could plastic-eating caterpillars help the fight against climate change? https://t.co/SCSvpmNMAd,702259 +RT @StephenRoweCEO: Call to curtail exposure to climate change - low carbon investing growing - #climatechange #ESG #sustainability https:…,881456 +RT @ClimateGuardia: UN Secretary General calls on the world to remain united in the face of climate change (We must stand firm! #auspol) ht…,870399 +All the idiots who think climate change is a joke are the same idiots who used to take too long at the drinking fountain.,997972 +RT @Hipoklides: @MichaelEMann @NYMag To keep global warming below 2C: a cat's chance in hell https://t.co/o66CAgNHpN,662440 +RT @yuungnasty: @_imJonah were prob a civilization that keeps reseting bc of climate change so we have to migrate planets every few thousan…,733984 +"RT @ErikSolheim: Military advisors warn of mass migrations from climate change. +For many, climate adaptation will mean leaving home.… ",578706 +RT @BernieSanders: #ImVotingBecause the future of the planet is at stake. Hillary Clinton will combat climate change. Donald Trump thinks i…,232381 +RT @WhatTheFFacts: 46% of Republicans say there is no solid evidence of global warming.,20967 +Why don't people believe in global warming ?,277542 +Diverse landscapes are more productive and adapt better to climate change https://t.co/IegNnqBV8d,191551 +"Next time your favorite politician says climate change isn't real. Look how much shell, Exxon, etc. donated to them.",11712 +"@SecretaryPerry doesnt believe in man made global warming, he also doesnt believe Oxygen is the primary driver to breathing #climatechange",729970 +"RT @EnvDefenseFund: The White House calls climate change research a ‘waste.’ Actually, it’s required by law. https://t.co/FwQ748bDgG",937412 +RT @socalgrip: So Pruitt is smarter than 2000 scientists on climate change. Must have gone to Trump University. #climatechange…,515785 +RT @JenTheMermaid: Tiny islands in the tropics are some of the least responsible for climate change but get the brunt of nature's resu…,27412 +"RT @SkipperClay: Hey Florida, if you go trump, and trump ignores global warming, and the ocean EATS YOU, YOU HAVE NO ONE TO BLAME BUT YOURS…",626724 +@KitDaniels1776 looks like another victim of global warming and unemployment.,718433 +RT @grizzlygirl87: I study ground squirrels and their response to climate change (repro/fitness repercussions) in relation to hibernation e…,467242 +RT @qz: The US is relocating an entire town because of climate change. And this is just the beginning https://t.co/poPq8dbNHv,127677 +RT @EliStokols: Scientist at Dept. of Interior who spoke out about climate change reassigned to job in accounting office. https://t.co/ojhc…,515849 +RT @elonmusk: Tillerson also said that “the risk of climate change does exist” and he believed “action should be taken',962814 +RT @WaskelweeWabbit: @JAmy208 @Morgawr5 @DennisEllerman @Demygodless @CGramstrup the entire concept of manmade climate change is so stupid…,73851 +RT @tutticontenti: Sea levels 'could rise higher than a three-storey building due to climate change' https://t.co/8CpKla1YWq  via @timesofi…,448294 +global warming is a hoax. https://t.co/iJ3yGzWFba,388958 +RT @TPM: Incoming California Republican says climate change hurts 'Muslim nations' which are 'in the hot areas of the world'…,88600 +"RT @AssaadRazzouk: In the new new world, China lectures the United States about climate change and the importance of cooperation betwe…",815016 +RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,342255 +RT @savmontano: Our president doesn't believe in global warming so we're all doomed regardless,315500 +RT @BernieSanders: 'The concept of global warming was created by and for the Chinese in order to make U.S. manufacturing non-competiti…,397781 +"@reveldor85 Yes, they constantly run anti-global warming articles disguised as naturalist articles too..he's the sc… https://t.co/hbMqo02tI7",497256 +"RT @JustineinTampa: @POTUS I'm 30 now, but I've been promoting climate change since I was in the third grade! #ActOnClimate http://t.co/d77…",900685 +RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,895026 +RT @KurtSchlichter: YOU WILL NOT SEE THIS IN THE US MSM: World leaders duped by manipulated global warming data https://t.co/wKciX9ix9i via…,837882 +"If Obama buys a house on Martha's Vineyard, he's not concerned about climate change and rising sea levels period.",857718 +"RT @EricBoehlert: i'm glad you asked... + +'e-mail' mentions on cable news since Fri: 2,322 +'climate change' mentions on cable since Fr…",645914 +The president thinks that China invented global warming.,429221 +"RT @GAbulGhanam: #Water is an aerial tour of how climate change, pollution, and human activity are endangering Earth’s most precious… ",733705 +RT @PeePartyExpress: Congressman leaves stage to a chorus of boos after saying the jury is still out on climate change https://t.co/38Gt8Uk…,644143 +At least we won't have to worry about climate change. https://t.co/979xA3mqav,168585 +RT @thehill: Bloomberg pushes foreign leaders to ignore Trump on climate change https://t.co/kgQBltgXoU https://t.co/BtSsJegUmV,823781 +"RT @PoliticalShort: Not even the late, great Billy Mays could sell this 'climate change' garbage these 'experts' continue to peddle. https:…",732801 +RT @OPB: EPA boss Scott Pruitt questions basic facts about climate change. https://t.co/2C42Sk7h27,484639 +"RT @ddlovato: #IVotedBecause I believe in equality, we need comprehensive immigration reform, I am pro-choice and global warming IS real. #…",144983 +How was it schorchio last weekend and now I'm freezing my tits off? And people say climate change isn't a thing. Fools.,558804 +"and don't get me wrong, I probably know more about climate change, oil n gas, and alt -tech than the lot of you.. b… https://t.co/Q0sWurxeNz",78602 +to deal with climate change we need a new financial system https://t.co/EtVyPBzNUT,509354 +RT @CNN: Mulvaney on climate change: “We’re not spending money on that anymore. We consider that to be a waste of your money” https://t.co/…,59464 +"RT @DrMikeSparrow: Polar vortex shifting due to climate change, extending winter, study finds https://t.co/s95ROLg0VW",702425 +RT @ClimateCentral: This is who is leading the world (and who is faltering) on climate change action in one map https://t.co/Udcgs75IHN htt…,194139 +RT @pray4peacewlove: Trump set to undo Obama's global warming!���� 'Give it Back to GOD Who Controls All! We can be respectful guests����! htt…,354470 +businessinsider: Trump’s defense chief cites climate change as national-security challenge — via ProPublic … https://t.co/aHTv0VRXjE,697242 +@chrispb13 @roadster2004 @SkyNews We are coming at this from opposite directions. You are a climate change denier (… https://t.co/f81VRBmQ99,959223 +"RT @DuaneBentzen: @oldschoolvet74 @DorH84607784 Yes, global warming, er, um, climate change, er, um, climate disruption. No, liberal psycho…",925997 +"#global warming my ass, temps have been below average for the past 8 days and predicted to be the same for 10 more days #scam #lies",964409 +RT @KingEric55: What kinda simple minded shit is executive order to stop all federal efforts in fight global warming? What an ignoramus.,552441 +"Julia Louis-Dreyfus endorses Clinton, slams Trump over climate change #Clinton #GOTVforHRC https://t.co/VD32iNf3C4",704720 +"Since people are denying climate change solely on it not suiting their interest, I have prepared a short list of ev… https://t.co/RgwbNfKgkp",637471 +RT @nytimes: How the Energy Department tackles climate change https://t.co/AldDJ8ABEW,392090 +RT @thenation: How will climate change affect the future of the planet? Scientists predict it will be nothing short of a nightmare. https:/…,429352 +"RT @NatGeoChannel: Watch #BeforeTheFlood right here, as @LeoDiCaprio travels the world to tackle climate change https://t.co/LkDehj3tNn htt…",418244 +We can’t bank our future on Malcolm Turnbull’s climate change magic pudding. https://t.co/wt6y7frjf8,212699 +#WorldEnvironmentDay2017 : Dumbest quotes ever on global warming and climate change https://t.co/6C85qzfnCb via @IBTimesUK,433115 +who's strong Christian convictions have shaped his... refusal to accept global warming.' Huh? https://t.co/ttfE3NVF6C,596894 +RT @CalumWorthy: We're halfway through #24HoursofReality. Tell me why you care about climate change w/#24HoursofReality and your pos…,744616 +"After centuries of first hand reports & historical data, lib's can't believe in Jesus/God. Faith in climate change… https://t.co/shMNaEpX1B",700389 +Using the world’s longest lived animals to learn about climate change: https://t.co/gDaHzJIdHk https://t.co/FDNTeJoiTX,499577 +"In the southeast, voters backed Trump—but unless he tackles climate change, they may suffer https://t.co/B4EhtpvtGw",939324 +RT @cnni: Donald Trump has called climate change 'a hoax.' Here's what could happen if he rolls back anti-pollution measures https://t.co/Q…,444327 +"RT @solar_chase: I'm frightened by this as evidence of climate change, but pleased at less social pressure to participate in expensi… ",899081 +RT @RawStory: ‘Stop using our video to mislead Americans’: Weather Channel slams Breitbart on climate change denial…,562893 +"Climate change: Fresh doubt over global warming 'pause' +https://t.co/q7vgo6g2jd",430444 +RT @DailySignal: Trump’s EPA chief backs an approach to science that could upend the global warming 'consensus.'…,590926 +@MrDarcyRevenge @CodeFord That looks like global freezing .. not global warming. That's the opposite of the issue.,301275 +RT @joostbrinkman: Wall Street is starting to care about climate change - Axios https://t.co/rXhQQCGx1I,341119 +"RT @PrisonPlanet: The same amount of evidence exists for man-made climate change as Russia 'hacking' the election. + +None whatsoever. + +#Pari…",629890 +"Harvard faculty condemn Trump's withdrawal from climate change agreement +https://t.co/hhDCOF7neW",292105 +RT @IUCN: Not all species are equal in the face of climate change https://t.co/7nzq1kMB4d https://t.co/Nfmpc08Tpr,598093 +RT @DenverWestword: Trump's pick for head of the EPA thinks 'climate change' is a bullying tactic of the left. https://t.co/p3yJ190mwk,578681 +"@JordanUhl @realDonaldTrump I for one love pollution, filthy water, and global warming.",450187 +"RT @CNN: Bernie Sanders: Trump’s order that dismantled climate change regulations is “nonsensical,” “stupid,” and “dangerous” https://t.co/…",806371 +@washingtonpost Yawn. So are you back to global warming now or what?,377791 +RT @termiteking: Trump doesn't care about climate change but we outnumber him. He won't do anything about it but WE will,552683 +New: UK worries about climate change are at their highest level for 5 years https://t.co/EXUEcpQExJ https://t.co/F2PpF6chnM,310662 +"RT @wanderlustmag: How climate change is ruining coral reefs and the changes that can be made +https://t.co/fJLduyIDcs +#climatechange…",493968 +RT @lilmuertitaa: you gotta be the biggest dumbass in the world if you think climate change isn't happening,213428 +RT @FT: Martin Wolf: That the US presidential campaign has unfolded without a focus on climate change is astounding…,323918 +RT @uclg_org: The Climate Summit for Local and Regional Leaders will discuss local action against climate change #COP22…,659778 +"RT @rtpetr: The major US TV networks covered climate change for a grand total of 50 minutes last year—combined + +https://t.co/lxdDFCVWAH",931821 +@LeoDiCaprio How can we stop Trump from destroying all the progress we've made with climate change?,466144 +"Together, we can create lasting impact to protect communities and wildlife from climate change. As the world goes... https://t.co/s83FCmdFfk",485827 +RT @EthanCordsForMN: Trump's presidency will be disastrous for progressive issues such as combating climate change & creating a #MedicareFo…,576534 +RT @JonahNRO: I don't think you got the memo that you're not allowed to say anything positive about climate change. https://t.co/p0ok3eV9jJ,880020 +SecNewsBot: Hacker News - Morocco is a perfect place for the world’s biggest climate change conference https://t.co/SrAZsC1rAE,983767 +RT @KelseyHunterCK: .@ClimateKIC commits to 6 action areas in climate change adaptation - launch of new adaptation innovation approach…,307996 +RT @FCAtlanta: #RegionNews: Atlanta emerging as a nexus to address climate change and global health https://t.co/vNo7bR4Ogj via @SaportaRe…,901703 +remember that time global warming literally took away our winter,787373 +RT @World_Wildlife: Saving forests is crucial to fighting climate change. WWF's Josefina Braña-Varela blogs for #BeforetheFlood: https://t.…,488684 +RT @ThisWeekABC: Michael Bloomberg urges world leaders not to follow Pres. Trump's lead on climate change https://t.co/H4cRcR9vNM https://t…,138535 +RT @browndoode: They should make not believing in climate change a crime. Punishable my forced to wrestle a polar bear,116502 +RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,418892 +RT @LisaBloom: We will be the only developed nation in the world led by a climate change denier. https://t.co/tR1DclGWEz,695046 +"Maybe @realDonaldTrump should read this, stop being a climate change denier! https://t.co/8I95aJt5Es",601032 +"RT @QueequegO925: Our planet isn't experiencing global warming, just an alternative climate.",260117 +Research in climate change will be targeted for cuts. https://t.co/46qzQXLCBu,84408 +"Even at the temperatures we are aiming for, many people will suffer from climate change' - @kevinanderson… https://t.co/RHeIpVTBoM",438427 +RT @4apfelmus: Does anyone think Lady Gaga is a good thimg? I really love global warming,260358 +@BarackObama @HillaryClinton Youre supposed 2 fight for #PeopleOverProfits & climate change. Fight against major co… https://t.co/Wa6Ophd6tv,564732 +RT @VICE: Ivanka Trump met with Al Gore to chat about climate change: https://t.co/bLdevP5Ram https://t.co/fww0u1o3eJ,727187 +the question is not 'do you believe in climate change' it's 'are you aware of the fact it exists',126996 +RT @MeganLeeJoy: Kicking off a global warming 'Winter' season w/ the #RevolveWinterFormal tonight: Drinking away democracy AND depression!…,166715 +"RT @Alex_Verbeek: Nicholas Stern: cost of global warming ‘is worse than I feared’ + +https://t.co/SSBN3BNS1q #climate #climatechange…",941101 +RT @BruceBartlett: Why the left loses & right wins--NYT so open minded it hires a climate change denier; WSJ editorial page won't allow any…,963211 +"RT @Slate: Leftie cities want to fight climate change, but won't take the most obvious step to do it. https://t.co/xbZsc9GU4g https://t.co/…",206732 +Donald Trump urged to ditch his climate change denial by 630 major firms who warn it 'puts… https://t.co/ghGGgMLL9T https://t.co/QsAHewfyX0,754664 +@TewwTALL the joys of global warming,991119 +@AndrewSiffert @70_dbz The next hurricane to hit US will be climate change related because the media will say so. And they're never wrong.,573773 +RT @Khanoisseur: Esteemed climate change scientist Ivanka Trump's in charge of reviewing whether US should withdraw from Paris Treaty https…,733913 +So how little of a brain does it take to support an administration that doesn't believe in climate change? https://t.co/phs441H1nl,324298 +@HeyTammyBruce @CBSNews fake news and Not global warming like you and sanders kept harping about when ISIS is a big problem?,286589 +Most people don’t know climate change is entirely human-made https://t.co/3xyaHvrWM0 https://t.co/CcnXb2pjtx,452072 +Pope Francis handed Trump his encyclical on climate change after their meeting … Pope Francis ��,574560 +@EJohns_1004 it's hard to find any reason to back her up except for her possible concerns for some social issues & climate change,582553 +RT @RobinWhitlock66: Energy Department climate office bans use of phrase ‘climate change’ https://t.co/CpscLQbgp2,387930 +RT @SenSanders: We have a president-elect who doesn’t believe in climate change. That’s frightening for this country and the world.,106633 +"RT @solartrustcentr: 'Is climate change real, and is the world actually getting warmer?' | @Independent https://t.co/BULmJBy2me https://t.c…",209318 +"RT @Neighhomie: u know what pisses me off?? that climate change was not a topic during any of the presidential debates,none of theM. absolU…",247440 +"RT @thinkprogress: ‘Game of Thrones’ star: ‘I saw global warming with my own eyes, and it’s terrifying’ https://t.co/OqIOQ5mI2J https://t.c…",645123 +"Customs bill would limit president's actions on climate change: PARIS, FRANCE – Last night the conference comm.. https://t.co/32q7sKaEUh",632243 +"RT @AstroKatie: If you were going to be a single-issue voter, not making global warming even worse would be a good issue to choose. https:/…",41005 +RT @BernieSanders: 'The concept of global warming was created by and for the Chinese in order to make U.S. manufacturing non-competiti…,510964 +RT @CBSNews: Bernie Sanders: 'What astounds me is that we now have a president-elect who does not believe climate change is real…,126015 +"Once again @rooshv has been proven correct. #FraudNewsCNN blames obesity & global warming. We know the real reason. + +https://t.co/yP7xKMmioE",925313 +RT @Jinkination: This Jinki fancam of 'Excuse me miss' is the reason why global warming is increasing..call the environmental police…,946901 +RT @guardian: Gas grab and global warming could wipe out Wadden Sea heritage site https://t.co/cgiK0GujVW,645629 +"China clarifies for Trump: uh, no, global warming is not a Chinese hoax https://t.co/uxRQLRn8HK https://t.co/Opy5ychd0C + +China clarifies …",568781 +RT @angiebooh: 'politicians discussing global warming' https://t.co/ezMyPJ5CkI,966168 +Adapting to climate change means adapting to Trump – here's how | Dr Aditya V Bahadur: Donald Trump’s scepticism… https://t.co/b2xPqy8GiD,164600 +RT @MotherNatureNet: This coral doesn't sweat the heat -- and may tell us a thing or two about climate change https://t.co/Y7IhcnaSC4 https…,76245 +"@homojihad maybe, and yet, the president claims climate change is a chinese conspiracy, while having to pay flood insurance in Florida.",54719 +RT @Greenpeace: Inaction on climate change 'would be the end of the world as we know it and I have all the evidence'…,7509 +"Keep it in the ground: Shell's 1991 film warning of climate change danger uncovered + +https://t.co/VJaRxAbsJb",434728 +RT @ClimateCentral: A key Atlantic Ocean current could be more likely to collapse because of global warming than previously thought…,68985 +"Sooo sad how climate change leads to drought, leads to violence, leads to extinction of beautiful species.… https://t.co/1QiiOVNVxA",889229 +RT @SenSanders: If we don't address climate change there'll be more conflict over limited resources. We must listen to scientists not fossi…,617853 +"We can now stop worrying about climate change, war, famine, epidemics, asteroids, & all other mundane ways we can d… https://t.co/juGqRq9DYH",230037 +@cnni I'll have climate change for a 1000 Alex,598028 +"RT @ajplus: ExxonMobil has been knowingly deceiving the public about the severity and effects of climate change, researchers at @Harvard fo…",934017 +RT @good4politics: Articles? like global warming articles? This are many and fake too. @speakout_april @const_liberty1 @USAPatriot2A @Pecul…,204685 +RT @fintlaw: 'Arctic ice melt could trigger uncontrollable climate change at global level' @guardian https://t.co/kHixiauAqT,275992 +RT @mariyhisss: global warming 🤔 https://t.co/eAQVJm1RaQ,365621 +It sucks and climate change is real but this is typical for lousy Smarch. #dlws,71091 +RT @WeNeededHillary: Trump to drop climate change from environmental reviews: Bloomberg https://t.co/O2g3MItioS https://t.co/2uUMvyeDp6,972408 +"RT @ela1ine: As climate change heats up, Arctic residents struggle to keep their homes #Arctic https://t.co/Jy3AS76Hgd #arctic",109470 +In our alternate universe Kanye performs in Philly tonight & denounces Trump & donates $ to prevent climate change… https://t.co/Cb7oNz20os,79549 +"To fight climate change we need #hope. @GlobalEcoGuy explains'Hope is really a verb...And it changes the world.' +https://t.co/3G7pxsMMU0",362284 +RT @ShadowBeatzInc: My president-elect thinks global warming is a hoax ðŸ˜,87027 +"I think around 45 other MP's as well. While you're at it, creationism, climate change and women's rights too.… https://t.co/30c6qPxgQC",7240 +"@joeallenii @A_helena @Reuters oh didn't you hear, global warming also causes cooling in other areas??? Lmao off. The climate changes period",703452 +From climate change by planting crops that trap carbon.,145197 +RT @USFreedomArmy: Repetition works. Just ask the 'global warming' fanatics. Enlist in the #USFA at https://t.co/oSPeY48nOh. Read the…,1945 +RT @DavidCornDC: Every insane thing Donald Trump has said about global warming https://t.co/JUCuqM4ogm via @MotherJones,712767 +RT @UN: 12 #globalgoals are directly linked to climate change. The #ParisAgreement is crucial to achieve them.…,511943 +RT @Reuters: Vatican urges Trump to reconsider climate change position https://t.co/CuAw71CHdv,228503 +"RT @TheMarkRomano: Crazy person explains how 'climate change' is causing wars. + +THIS is the intellectual garbage pushed in college. + +https:…",675038 +RT @liz_buckley: Trump's climate change research. His uncle - a great guy - had 'feelings' https://t.co/h7TsAPGu6B,850882 +"We now know whales help halt climate change +What is the real reason for #Japans ocean assault? +#OpWhales https://t.co/3wWEvEqP2c",157092 +RT @Sustainable_A: #ClimateChange #GIF #New #climate change @Giphy https://t.co/Qa3pjS8hEn https://t.co/rt4NsfToF4,993050 +RT @TEDTalks: Why climate change is a human rights issue: https://t.co/BJWVGworr5 https://t.co/XtdBhF2qHI,190667 +RT @KevinDeKock2: If my calculations are correct (and they are) the nuclear winter will cancel out global warming and Earth will reset to p…,56081 +RT @SenSanders: We have a president-elect who doesn't believe in climate change. Millions of people are going to have to say: Mr. T…,320095 +RT @madfreshrisa: Ppl keep theorizing a/b climate change. Islanders don't have that luxury. We see the water rise & we prepare for somethin…,124432 +RT @KTNNews: Do you think you have a personal role to play in fighting climate change? #Worldview @SophiaWanuna @TrixIngado,929212 +U.S. allies plan to give DT an earful on climate change at G-7 summit - The Washington Post https://t.co/VNsn1Zb1vo,770494 +RT @maoridays: florida can drown global warming and natural selection is coming for y'all,759292 +Wow. Woke up to this news. Can't believe people are still denying climate change. The hurts... Huge blow to the Ear… https://t.co/S9HyIdgWv9,726964 +RT @NuclearAnthro: region of US that denies climate change & hates feds will now demand federal aid to cushion consequences of their s…,355876 +RT @SierraClub: EPA chief Scott Pruitt says carbon dioxide is not a primary contributor to climate change https://t.co/2ivfl09IGU https://t…,932500 +"RT @BadHombreNPS: Here's a video on the basics on climate change (because reading is hard for some presidents, apparently): @EPA https://t.…",251875 +RT @thehill: EPA shuts down program helping states adjust to climate change https://t.co/uDC73UjMIX https://t.co/II0pLFNcff,147687 +All these natural (really unnatural bc climate change) disaster going on the most sickening thing is seeing countries fight for relief,124352 +"RT @sethmoulton: The swamp's rising.�� +(Don't blame it on climate change, @GOP.) https://t.co/Sv5QYwQONk",567215 +RT @jaime_brush: Urge President-elect Trump to take climate change seriously and enact policies that will repair our planet. https://t.co/w…,47328 +"Here’s how climate change is already affecting your health, based on the state you live in https://t.co/qdDZbWSiMJ https://t.co/teIgJM4sHH",384546 +RT @SenSanders: If we don't address climate change there'll be more conflict over limited resources. We must listen to scientists not fossi…,714132 +RT @Independent: China to Donald Trump: climate change is not a hoax we made up https://t.co/1moVjqiMiT,744069 +.@EPAScottPruitt doesn't think CO2 drives climate change? Let's send him a copy of 'Global Warming for Dummies': https://t.co/tVa99QMXUw,904328 +We will stand tall against the dark forces that denies climate change. @GreenLatino @DorothyFahn @Greenpeace https://t.co/KFUlTVYWtf,174271 +RT @prageru: Do you believe man-made climate change is happening?,946120 +RT @climatehawk1: Trump’s election marks end of any serious hope of limiting #climate change to 2C | @drvox https://t.co/O4uA38Ayq6…,340483 +The new Bill Nye show's first episode was about global warming and I can't believe the liberals brainwashed him too ��,280836 +#TechNews Air pollution deaths expected to rise due to climate change - https://t.co/PgLhUsQmyq,44911 +"RT @ajplus: 'You might as well not believe in gravity.' + +Leo slams climate change skeptics. https://t.co/kdzZbcZHCL",438926 +"@TomiLahren Here is why we liberals care about climate change, guys. https://t.co/Qg14Xr5Sfu",502640 +"RT @gellibeenz: Only Greyface denies global warming. Don't be like Greyface. +#EarthDay +#ScienceMarch https://t.co/HT8jqo67JH",613771 +It's 57 degrees and tn it's gonna drop to 30 and we are going to get 8-10 inches of snow u wanna tell me again how global warming is a myth?,295236 +The delusions of climate change religion. Justify poor character and action because 'I'm saving the world'. https://t.co/665E2uoSAl,651182 +Google:Kinder Morgan Canada president doesn't know if humans causing climate change - Vancouver Sun https://t.co/gQtgfXtBsA,113815 +@RobertWoodham2 @EcoSexuality @peter_upfield @peidays306 @realDonaldTrump Very true - we have to get out - global warming is a hoax -,70411 +Midwestern agriculture stands to lose with climate change skeptics in charge https://t.co/pAswsbsBuc,770580 +@grip__terry They make planetary climate change. Proud people.,425733 +We were talking about global warming then last vegas then smoking then pot then to birds dying bc of windmills and solar panels,952906 +https://t.co/i9PZjYWVL5 Rally to protest Donald Trump's climate change stance marks US president's 100th day - NEWS… https://t.co/hTckHp2ZBy,859485 +"RT @aparnapkin: FACT: There are 50 states +ALT FACT: numbers are a hoax invented by climate change",567060 +"@CoralieVrxx pretty good movie, worth watching if you're interested in sciences/global warming etc. (and Leonardo DiCaprio is a babe.)",533881 +Arnold Schwarzenegger doesn't give a damn if you believe In climate change https://t.co/FF87dgM0Ad,470525 +"#Stella #blizzard2017 reveal all the 'it's snowing, therefore global warming isn't real' idiots that don't seem to understand basic science.",848469 +Trial of the millennium': Judge rules kids can sue US government over climate change - RT https://t.co/OmMUslLXXI,568784 +RT @BernieSanders: Trump: Want to know what fake news is? Your denial of climate change and the lies spread by fossil fuel companies to pro…,877185 +@jpzeeb @acarroll_1114 this is the scariest response to climate change I've ever heard 'you can't stop it so let's just trash the earth',168726 +RT @eco_warrior17: Prince Charles: We must act on climate change to avoid 'potentially devastating consequences' https://t.co/eGFGBL72HI vi…,587093 +RT @Smethanie: Just told the dog Scott Pruitt's thoughts on climate change https://t.co/zK7qpxQWrL,987387 +"RT @washingtonpost: Stop hoping we can fix climate change by pulling carbon out of the air, scientists warn + https://t.co/Ps9TU2E6JX",342669 +"Remember when #Trump bragged about committing sexual assault, disregarded the Geneva conventions, and called climate change a hoax?",725378 +"RT @DrJillStein: Trump pretends not to believe in climate change, but he's buying a wall to protect his Ireland golf course from rising sea…",487075 +Al Gore offers to work with Trump on climate change https://t.co/Jf5a23y4v1,344476 +"RT @thewrens: I'm not saying global warming isn't real, I'm just saying this is one of the colder summers I can remember.",332836 +"My EPA boy, Scott Pruitt, said CO2 isn't a primary contributor to global warming. Rollin' back those regs for grey… https://t.co/DfSBZXVNXW",767844 +"Take a stand: Democracy, climate change, people & planet-there's a lot to do: https://t.co/o00gSYINL2 #ClimateMarch #May1Strike@fairworldprj",262960 +RT @hockeyschtick1: 'Sundance filmgoers warn of ‘global warming’ impacts. Warn 'criminal’ deniers: ‘We are coming for you’' https://t.co/pc…,71648 +RT @Blurred_Trees: This turd gave $2.65 billion over 5 years to help developing countries 'fight climate change' - while 1000's here s…,529828 +"RT @itsmeghun: 'Our children won't have time to debate the existance of climate change. They'll be busy dealing with its effects.' +THANK YO…",980495 +RT @Alyssa_Milano: Please join me in following these organizations fighting climate change @SierraClub @greenpeaceusa @350…,389168 +We have to build a global citizenry fluent in the concepts of climate change #internationalmotherearthday #SDGs… https://t.co/8DHW4Pvnru,981338 +@Mariobatali @Ugaman72 @ChelseaClinton Mario there is only climate change in Russia come on now,795799 +RT @Independent: Trump forces environment agency to delete all climate change references from its website https://t.co/I1kQv2zu3M,976940 +"@PatrickH63 here's a fact, all the predictive models of the last 40 yrs based on global warming have been wrong. + +@Hjbenavi927 @ScottInSC",96321 +"RT @MitchellLawre20: Trustworthy: Pick a lie, any lie. Inauguration crowd, voter fraud, climate change hoax, etc. You have a whole buffet…",41753 +@Seeker The term Climate change is senseless. The climate is always changing. What happened to the term global warming?,194110 +"RT @ecshowalter: Poss death of early cherry blossoms by huge DC snowstorm tomorrow prob climate change, but feels like decree of evil kin…",504128 +"RT @kibblesmith: [Trump makes National Parks delete tweet] + +Dormant Yellowstone Super-Volcano: You want to see some climate change motherfu…",780124 +I'll start the global warming and melt the ice caps with you!,356023 +#CBC Please end the climate change debate to SAVE THE PLANET B 4 it's too late and allow science to say 'proven' for a CO2 end of the world.,398872 +"RT @londonerabroad: Europe faces droughts, floods and storms as climate change accelerates https://t.co/jDDOZ7q82A",345019 +"RT @thefader: Pages dedicated to climate change, civil rights, and more have been removed from the White House website.… ",776169 +"RT @billmckibben: Trump is making biggest bet any leader has ever made: physics isn't real, and climate change can be safely ignored https:…",359849 +@FoxNews so climate change people are criminals? Well now we know,311294 +"@brianalynn_27 your avi is the sole reason my heart beats, a true masterpiece, a gift from god himself, you have cured global warming",618627 +"Carson rejects evolution and climate change, despite overwhelming scientific evidence to the contrary.... https://t.co/miifMq1s1o",155605 +@IvankaTrump @realDonaldTrump THIS is how you make climate change your 'signature' policy? By destroying the planet? #NotMyPresident,397357 +"RT @shampainandcola: Lana: *breathes* +Media: Lana Del Rey is sucking oxygen from the air because she wants global warming so she can die fa…",880594 +"RT @colinmochrie: Lord Dampnut, the device you tweet on at 3am was invented and developed by those who believe in climate change. So pull…",282389 +RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,8701 +RT @ClimateCentral: Cities from Sydney to Oslo are setting more ambitious targets to cut climate change than their nations https://t.co/nKH…,646950 +RT @BernieSanders: #ImVotingBecause the future of the planet is at stake. Hillary Clinton will combat climate change. Donald Trump thinks i…,701935 +Donald Trump fails to mention climate change in Earth Day statement #WorldNews https://t.co/xGQNbZpkv0 https://t.co/sh2ITfW3ku,867236 +"RT @patagonia: If our elected leaders fail to approach the environment & climate change as serious issues worthy of urgency & action, it wi…",169205 +"RT @Chris_Meloni: I repeat: the world is round, the sun stationary, climate change real, and grieving parents in Sandy Hook. Anything… ",677356 +"RT @nytpolitics: Michael Bloomberg says cities will fight climate change, with or without Donald Trump https://t.co/bMd5qKaEFu https://t.co…",551956 +RT @GreenPartyUS: There is only one Presidential ticket taking the biggest threat to our planet - ðŸŒ climate change ðŸŒ - seriously:…,239983 +"RT @alaskapublic: In a rare case of river piracy in the Yukon, climate change is the culprit https://t.co/uHOLUxImn8 https://t.co/91ZtbqaPkt",829555 +"RT @CBSNews: Six ocean hot spots with the biggest mix of species are getting hit hardest by global warming, industrial fishing:… ",90918 +I clicked to stop global warming @Care2: https://t.co/6RBaniGYy6,604275 +64% of Americans are concerned about climate change so why are we stocking the cabinet with morons who straight up don't believe it exists?,172579 +RT @SethMacFarlane: HRC proposes installing half a billion solar panels by the end of her first term. Trump thinks climate change is a hoax…,9475 +Schroders issues climate change warning: Financial Times: “[Global warming] is a real… https://t.co/7G8xZur0Uf,924591 +RT @FatimaAlQadiri: it's 2016 and the biggest threat facing our planet is Nazis & climate change. like Al Gore & Quentin Tarantino made a B…,676803 +RT @PrisonPlanet: A bunch of Oxford elitists want to tax the food of poor people because 'climate change'. How about fuck off instead? http…,715117 +"Literally global warming is real, shut up.",795553 +@tveitdal I pledge my support to reduce global warming.,672587 +"RT @KatieKummet: Trees for deforestation +Elephants for poaching +Jews for Hitler +Polar bears for global warming +Blacks for the KKK https://t…",273880 +"Shankland bills target climate change, DNR staffing - Stevens Point Journal https://t.co/37xGGEikyH",29004 +RT @theoceanproject: Paris climate change agreement enters into force https://t.co/UhxOtgwmu6 #COP22,596291 +"France, U.N. tell Trump action on climate change unstoppable https://t.co/mP1A4QMTnT",594134 +RT @cwebbonline: It's a crime that we went this whole election cycle with barely a mention of climate change! #BeforeTheFlood…,684013 +"RT @PoliticKels: Don't worry about global warming. We're going to build a new Earth, a bigger Earth, it will be the best Earth ever #TrumpN…",262766 +"@TJackson432 @RichardDawkins Also, when something has scientific consensus that human influence on climate change h… https://t.co/0STzfH2p5u",332492 +"RT @chelseahandler: Yeah, who cares about climate change? Only every single person with a child. Republicans in congress need to end this c…",33218 +"Me talking about climate change with my grandma + +Her: 'Es porque trump es presidente y a dios no le gusta'",511329 +"tell me, akhi, whats life like in the alternate reality you live in? y'all doin the whole climate change thing too? https://t.co/vZLAKyNxFr",626443 +RT @SenKamalaHarris: Science & technology drives our economy and is our only hope to combat global climate change. We need scientists. http…,76165 +"@drownedworld True, but Chewbacca Pontius Yasin is committed to stopping global warming, while all Crumb cares about is drone warfare.",210055 +"@SpeakerRyan climate change is REAL. Pope Francis believes, so should you.",145456 +RT @jay_zimmer: Icebergs for global warming https://t.co/8ZYOZK4KfR,131138 +RT @marxismflairism: And it will only get worse each monsoon season due to climate change. Climate change disproportionately impacts poorer…,864046 +"Google:Now under attack, EPA's work on climate change has been going on for decades - The Conversation US https://t.co/z7zz4gIupj",226831 +@ShelleyGolfs global warming!,641620 +im 90% sure there is a mosquito in my room this is all because climate change!! it better not be a female anopheles,121792 +RT @InsuranceBureau: .@IBC_CEO attributes high CAT losses to: increased severe weather linked to climate change & poor land use policies…,593310 +"RT @NatGeoChannel: Watch #BeforeTheFlood right here, as @LeoDiCaprio travels the world to tackle climate change https://t.co/LkDehj3tNn htt…",998283 +Great Barrier Reef is A-OK says climate change denier as she manhandles coral https://t.co/pZj20v5lQ4 by @mashable… https://t.co/wbFjJP5Egz,366049 +RT @mitchellvii: Hollywood should lead on climate change by giving up all the comforts of modern life rather than giving speeches from thei…,790955 +RT @brianschatz: I want a bipartisan dialogue on how to prepare for severe weather caused by climate change. Severe weather costs li…,484959 +RT @SethMacFarlane: HRC proposes installing half a billion solar panels by the end of her first term. Trump thinks climate change is a hoax…,518884 +RT @zoesteckel: If we were actually entering normal December all this rain would be snow but global warming doesn't exist right lol,444593 +RT @OurRevolution: Fracking pollutes water & worsens climate change. No amount of regulation can make it safe. The time to move to sus…,285948 +RT @tutticontenti: Overfishing could be the next problem for climate change https://t.co/kTnOQOYD4o via @Salon,262411 +RT @AgnesMONFRET: Super-heatwaves of 55°C to emerge if global warming continues #ClimateChange #ClimateAction https://t.co/q2Wjy5Gc9Z,544648 +"RT @DisavowTrump16: Tomorrow is Earth Day and if America would've chosen wiser, we could be fighting climate change instead of denying…",181962 +@1thinchip @Bitcoin_IRA They probably just created it to ruin our economy...like global warming.,29667 +"RT @enigmaticpapi: Even if you don't believe in climate change, WHY WOULD YOU BE AGAINST MAKING THE WORLD A BETTER PLACE???? https://t.co/Q…",101815 +RT @HuffingtonPost: Mayoral candidate follows up climate change skepticism with green energy pledge https://t.co/ZmqbMNaZQq https://t.co/yv…,484679 +"Rick 'Glasses Make Me Smarter' Perry as leader of the DOE. Openly a climate change denier, and STILL has a site up running for POTUS 2016. 😡",165310 +RT @Conservatexian: News post: 'Sally Kohn’s latest evidence of climate change proves she is ‘not a smart person’' https://t.co/72WsWJxxdJ,991755 +"RT @ClimateCentral: One graphic, a lot of months of global warming https://t.co/m5vWPwUnYc https://t.co/DxAy1yCQEr",753084 +@imatu777 @LordAcrips No it doesn't. It's a Chinese myth like climate change.,645827 +"@holly_lanier I’m creating a new think tank for climate change, would you join and post your tweet also at https://t.co/u1UbQXLmrF ?",797101 +RT @mishacollins: Good point! @realdonaldtrump IS the candidate who might end global warming by bringing us nuclear winter. DON'T BE…,652094 +"RT @AssaadRazzouk: In the new new world, China lectures the United States about climate change and the importance of cooperation betwe…",415350 +RT @davidsirota: WOW: “You and your friends will die of old age and I’m going to die from climate change.â€ https://t.co/tFswYjwczQ,988696 +"Th teaser for GUILT TRIP +a climate change film with a skiing problem is dropping today. +The… https://t.co/wXKmLxqwvH",254341 +#CWParis https://t.co/a0F9709CTr Take a look at what else the climate change protesters in Copenhagen are promoting.,619928 +"@mauricemalone I’m creating a new think tank for climate change, would you join and post your tweet also at https://t.co/5FRPWXpvU7 ?",733556 +RT @jonathanvswan: 'We will cancel billions of dollars of global warming payments to the United Nations. We don't even know what they do wi…,874389 +"Extensive, irrefutable scientific proof that the War of 1812 caused global warming.. +Makes as much sense as the oth… https://t.co/hsNZg4gpNF",889535 +"RT @MeckeringBoy: Cost of climate change? + +World's economy will lose $12tn unless greenhouse gases are tackled +CO2 +https://t.co/XIuKadtGS8…",18492 +"Dems MUST fight 2 end income inequality, raise min wage, battle climate change, safe gun cntrl, justice reform, state&fed level w/o GOP",212156 +RT @RealMuckmaker: Scott Pruitt’s office deluged with angry callers after he questions the science of global warming https://t.co/1BHBphcbQc,446936 +RT @womensart1: Argentinian artist Andrea Juan's decade of Antarctica performances/installations highlighting climate change/ecolog…,99337 +RT @simon_reeve: 'Arctic ice melt could trigger uncontrollable climate change at global level ' https://t.co/Eh5YO0XGGX #ArcticLive,366122 +RT @ComedyPics: if global warming isn't real then explain this https://t.co/S8UyJdt2cv,857685 +"@POTUS deleting climate change , ok it's your vision. But minority rights? Do you love to be hated? Saravá!",752290 +"RT @AGSchneiderman: I will continue the urgent fight to protect our planet from climate change, and to hold those who threaten our environm…",784519 +Not to mention listening for more than 3 seconds to climate change deniers https://t.co/Rh0sWzePv8,841029 +"RT @camscience: Astronomer Royal Lord Martin Rees discusses what we can do about climate change, Thurs 16 Mar. Book free ticket:…",818114 +RT @SteveSGoddard: The global warming is bad in Arizona today! https://t.co/3Vc3QtihFo,391759 +Sudan's farmers work to save good soils as climate change brings desert closer | Hannah McNeish: Haphazard rains… https://t.co/KEPlaFp0oZ,218217 +"On climate change, Scott Pruitt causes an uproar - and contradicts the EPA’s own website https://t.co/pVWgXRW20O",514458 +"Ralph Cicerone, former UC Irvine chancellor who studied the causes of climate change, dies at 73 - Los Angeles Times https://t.co/fqGVQGVi80",725621 +"So... Texas, about to be directly impacted by climate change, is probably going to be requesting federal emergency assistance, shortly...",277280 +The people denying climate change are the ones saying 'I know more about science than a large majority of professional scientists.',960351 +Can we find this man another planet? Trump’s head of Env Protection not convinced our CO2 drives climate change. https://t.co/3A6NPQz4y1,497022 +RT @thehill: EPA flooded with phone calls after EPA head denies CO2 role in climate change: report https://t.co/MCNFdH1ehb https://t.co/Mux…,673763 +"RT @ddlovato: #IVotedBecause I believe in equality, we need comprehensive immigration reform, I am pro-choice and global warming IS real. #…",576817 +RT @greenroofsuk: Study recommends huge #taxes on beef and #dairy to reduce #emissions and 'save #lives' - #climate change https://t.co/Dlj…,113307 +Will climate change really destroy our ecosystem in near future? https://t.co/jFHdGRhdrx #globalwarming,623916 +"The greatest danger to America is not ISIS, Russia, or climate change--it's Barack HUSSEIN Obama. https://t.co/5cLNF0TDG6",650738 +"RT @JamesPMorrison: If you can't have an opinion on climate change cause you're 'not a scientist,' you can't have one on abortion if you're…",647394 +RT @HaynesParker1: Libs/the press love to hype climate change even global ice age coming in the 1970s it's all about a carbon tax on y…,764007 +NJ Senate to vote on bill authorizing electric school buses — a tool to reduce carbon emissions & fight climate change. TY @SenGreenstein,732898 +"RT @AstroKatie: In case you were wondering: no, 4 years of US-led inaction on climate change will not go well for the planet. Now is when i…",391659 +RT @elliegoulding: The UK Govt approving a third runway shows that they are in denial about climate change- mankind's greatest threat. Very…,175838 +RT @SBondyNYDN: It's crazy to me that our future president believes climate change is a hoax. https://t.co/rXUoWYx2ay,467890 +If my friends only knew I'm not going to the club w/them tonight cause I got too into reading about parallel universes and global warming. 😂,648786 +RT @PrisonPlanet: A bunch of Oxford elitists want to tax the food of poor people because 'climate change'. How about fuck off instead? http…,192616 +DNR purges climate change from web page - Milwaukee Journal Sentinel https://t.co/rtckoKIscf,280107 +"Greater pre-2020 action is the “last chanceâ€ to limit global warming to 1.5C, says UN Environment Programme https://t.co/oF5aTiwY5z",231690 +"RT @BraddJaffy: Rick Perry: CO2 is not the main driver of climate change + +American Meteorological Society: Wrong! + +https://t.co/k9ecdWDryY",760479 +RT @DixonDiaz4U: Seems like a bunch of Londoners were injured today by the 'biggest threat to humanity': climate change.,220087 +"RT @ReutersWorld: In a rare move, China has criticized Trump's plan to exit the Paris Agreement on climate change:…",27968 +"RT @MsSarahHunter: 'A cheater! A liar! A climate change denier!' 'Say it loud, say it clear! Immigrants are welcome here!' 'No Trump! No KK…",435534 +#3Novices : Does Donad Trump still think climate change is a hoax? No one can say https://t.co/tIsI7YKIDR The White House refused to say w…,906542 +RT @climateprogress: TV coverage of climate fell 66 percent during a record-setting year for global warming https://t.co/bmhVjr8aWP,682632 +RT @sean_gra: 2/2 that was struck to find the best way to fulfill the NDP's promise to address climate change: https://t.co/QwAhAIclAm #a…,807456 +RT @ConversationUK: 3 reasons we should shift public discourse from 'climate change' to 'pollution' https://t.co/jVB0r1XqB5,985511 +RT @NRDC: Here’s why the @NRDC filed a FOIA request re: Scott Pruitt’s comments on CO2 and climate change. https://t.co/wm7fzvIE6t,531101 +RT @KekReddington: Founder of the weather channel calls global warming a huge hoax founded on faked data and junk science https://t.co/CUUP…,405436 +RT @creative4good: Great infographic showing the impact climate change has on fisheries http://t.co/6OIHDeLQCb via @cisl_cambridge http://t…,477213 +RT @latimes: Which states are trying to reduce greenhouse gas emissions? Take a look at America's fight against climate change…,440967 +RT @jeongsyeons: im sick of people acting like twice's lightstick didnt end global warming,334834 +"RT @naturaeambiente: Cop22, da Parigi a Marrakesh: la sfida contro il global warming https://t.co/eWHuVPxZ6W",906815 +RT @Alyssa_Milano: This is huge. Kids suing the government over climate change can proceed to trial: https://t.co/C53TlAEN13 via @slate,478680 +RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,184856 +RT @bozchron: Opinions: Denying climate change ignores basic science https://t.co/Yt20qxUCu4 #bdcnews #bdcnews,527493 +RT @DavidJo52951945: When we leave the EU we need to get rid of EU climate change rules https://t.co/VZNGLyKEZB,562159 +"RT @hvgoenka: Huge hands rise out of the water in Venice, Italy. This sculpture aims to highlight the threat of climate change . https://t.…",244745 +New York braces for the looming threats of climate change https://t.co/stJCKSIhFf ^France24,642003 +Study finds global warming could steal postcard-perfect days (from @AP):bad for agriculture https://t.co/vhchGC2FKa,357986 +"RT @Owl_131: Another delusional Democrat, lining his pockets with taxpayer funded schemes. No global warming? How about climate…",46480 +"RT @DavidGrann: National Geographic asked photographers to show the impact of climate change, here’s what they shot https://t.co/ZtqmoA6Mvy",49925 +RT @washingtonpost: Trump meets with Princeton physicist who says global warming is good for us https://t.co/NPbR10qZwL,979680 +"RT @hourlyterrier: MAY: I need 6 weeks to improve my position + +EU: OK + +MAY: *Returns with some climate change denying, fundamentalist…",662792 +The denial of climate change and global warming is the most idiotic strategic move from #Trump ever !!! https://t.co/C2bmuJqZse,75837 +RT @LenniMontiel: NOW - Get into the facebook chat on climate change & inequalities https://t.co/bxEP21qwpc #WESSchat here with the a…,943024 +RT @AltNatParkSer: Somewhere a US student is desperately trying to find the government's stance on climate change for a Spring paper due to…,576033 +EPA head Scott Pruitt denies that carbon dioxide causes global warming https://t.co/kY7njEZK5L,345642 +RT @BernieSanders: #ImVotingBecause the future of the planet is at stake. Hillary Clinton will combat climate change. Donald Trump thinks i…,634597 +RT @Marchant9876: 'Vocal minority': Wife of Liberal Party powerbroker quits over lack of action on climate change https://t.co/cDg8QGezzF…,743366 +"Canada not ready for catastrophic effects of climate change, report warns: The report graded each province an... https://t.co/ySQgh5QpKa",573632 +"RT @V_of_Europe: Terrorism, climate change, cyber attacks atop official Amsterdam risk assessment list https://t.co/PEKXFNWMqR",292228 +Seven things to know about climate change–National Geographic' https://t.co/FIBqtG6369,843750 +@exxonmobil - Exxon climate change controversy: https://t.co/N34QFM7RUm,510205 +"RT @PMOIndia: On issues like climate change and terror, the role of BRICS is important: PM @narendramodi",709542 +"RT @AlexSteffen: We just can't say this enough + +Oil & climate change are at the very core of the current American political crisis.… ",228488 +RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,922831 +RT @DKAMBinSA: We stand by our promise to continue the battle against climate change #ParisAgreement #WorkingforDK #DKPOL https://t.co/nE0…,579403 +"RT @SafetyPinDaily: The religious case for caring about climate change | By @NesimaAberra +https://t.co/7xKNf3YRWz",395851 +"In an ironic twist: +Based on this theory, will the administration use global warming as rationale for the 'disappoi… https://t.co/1gsumP8Dqy",440675 +"Retweeted Kholla Bashir (@bashir_kholla): + +Worldwide people are much less concerned about climate change.... https://t.co/dsKKtrJegW",714011 +"RT @SimonBanksHB: According to @GeorginaDowner on #QandA, @theipa doesn't have a position on climate change + +https://t.co/T0VGIgPUiK + +#fact…",679588 +RT @JoshMalina: Think how much worse it would be if climate change were real. https://t.co/cP6u15aPjn,154261 +RT @ClimateCentral: Snow cover in North America is on the decline in part due to climate change https://t.co/sY2sDGjPQs https://t.co/pNnGYu…,701991 +RT @airnewsalerts: About two billion people could become climate change refugees by 2100 due to rising ocean levels: Study https://t.co/BC1…,78214 +RT @ClimateCentral: Congress is protecting coasts from climate change with mud https://t.co/i42IFh1dkN https://t.co/ZjTMTteLey,807282 +RT @sacbee_news: California targets dairy cows to combat global warming https://t.co/auwpsEoUaH,668050 +RT @Pamela_Moore13: Terrorists blow up children across Europe but Angela Merkel is unsatisfied with climate change talks. https://t.co/tFnH…,734739 +I just came back to encourage people to watch Before the Flood bc it's super important and climate change is REAL peace out,385189 +"Mexico, a global climate change leader #TCOT #WakeUpAmerica https://t.co/ejpvoV3RYR",413920 +"This is what climate change looks like + +https://t.co/4AY1IaXtbU + +CNN, thanks for more FAKE NEWS!",651019 +@realDonaldTrump I wonder if you are rethinking that climate change is a hoax theory when most of the scientific community says it's real.,255286 +RT @PizzaPartyBen: If global warming is a hoax why is it 8 fucking degrees outside rn,258396 +RT @thehill: Trump admin buries EPA website designed to be kids' guide to climate change https://t.co/dWQcArSzxc https://t.co/hiIZkrXr0K,931784 +RT @charlesmilander: 14 sci-fi books about climate change`s worst case scenarios https://t.co/fHMjpsLFPS https://t.co/Va0EjMJpay,79989 +RT @UNEP: #DYK that #peatlands are a natural way to fight climate change & that satellites are being used to help protect the…,628610 +But global warming is a 'hoax' .... riiiiiiiiiiiiiiight shit drying up like a raisin. https://t.co/Bap8TsamIl,439993 +52 degrees in June. Must be that global warming everyone is talking about,898414 +"RT @melzperspective: EPA chief: Trump to undo Obama plan to curb global warming. +#DemForceNewsBlitz +https://t.co/VMRPPVhiiE",681341 +Climate Champion Seruiratu with climate change leaders at Climate Action Stakeholders Consultation @oceans https://t.co/I9eLvsrvV0,150769 +"@gobbledeegook @Vic_Rollison @GeorginaDowner I doubt they care as long as he trashes climate change response, pro choice policies etc",710936 +"RT @funder: Trump warned of dire effects from climate change in his company's application to build a sea wall + +#TBT #Resist #RT +https://t.…",616628 +RT @100PercFEDUP: #Trumpwins Planned Parenthood..liberal judges..race baiters4hire..Companies who benefit from phony climate change...all #…,811994 +"Indigenous rights are key to preserving forests, climate change study finds https://t.co/KCcYJuPm6y https://t.co/u6buuguT2q",556747 +"RT @morten: @realDonaldTrump This is climate change, Mr. President. It affects us all whether or not you believe in it.",843257 +"RT @insideclimate: Trump's budget treats climate change as the hoax he once called it, slashing funding for action on global warming https:…",99188 +i'm watching bill nye's new show and i'm not even 10 minutes in and he's already talking climate change i LOVE HIM,427006 +RT @XHNews: UN climate conference in Marraketch urges highest political commitment to combat climate change. Find out what Chin…,97899 +RT @NBCNews: Secretary of State Rex Tillerson used the pseudonym 'Wayne Tracker' to email about climate change as Exxon CEO…,706552 +"RT @peta: Meat production is a leading cause of climate change, water waste, and deforestation. If you're concerned about our…",717134 +"From Nasa to climate change: how the Trump presidency will impact science, tech and culture https://t.co/qKytW4J0vI",920814 +RT @freedlander: Trump on climate change and oh my god we are doomed https://t.co/jZtUS5CS8l,583327 +RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,738594 +"RT @ryanhumm: Planet Earth has power. It doesn't ask: climate change, real? But it asks: what's this marvelous world worth to you? https://…",506262 +RT @AJEnglish: Why you shouldn’t trust climate change deniers - @AJUpFront @mehdirhasan’s Reality Check https://t.co/o2w7vA7dTn,63123 +"RT @SeanMcElwee: during an election that will decide control of the supreme court and action on climate change, this is malpractice.…",929360 +"Retweeted New York Daily News (@NYDailyNews): + +China to Trump: We didn’t invent climate change and it’s not a... https://t.co/Kgh8W4DSzr",741854 +RT @Chemzes: Jesus his first piece for the NYT is about denying climate change. Says polls were wrong about the election so clim…,305707 +"To fight climate change, try one of these diets. New study in @changeclimatic https://t.co/6CzUGcGLtI @FuturityNews",837793 +@jaketapper 2000 scientist say it's 'extremely likely' human activity cause of at least 50% of climate change. Not… https://t.co/KwLBWrprai,742000 +RT @Fusion: America is about to become the only country in the world with a leader who doesn’t think global warming is real.…,918334 +"RT @UNICEF: 50m children are on the move and out of the classroom - many fleeing war, poverty & climate change…",956244 +"ministry of energy encourages media on climate change take up +https://t.co/yCDtsefa70 https://t.co/mZJuDScLVS",493656 +RT @RobertStavins: Worth reading re Trump victory & climate change policy https://t.co/0d02CHTYEK @CoralMDavenport @AmyAHarder @LFFriedman…,155104 +UK must not cool stance on global warming: World-renowned British scientist Martin Rees has… https://t.co/lQSsgszsHy,598173 +RT @NatureClimate: Agriculture victim of and solution to climate change https://t.co/YXCUDxicTQ via @YahooNews,693350 +"So @realDonaldTrump , how do you explain the 70 degree weather we had in Scranton here today & now snow if global warming is 'made up'?",858955 +RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,648396 +RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,381704 +"Progressives say global warming is a problem. + +I say when @POTUS @realDonaldTrump 'heats up' our economy, global warming goes back burner.",761694 +RT @SethMacFarlane: HRC proposes installing half a billion solar panels by the end of her first term. Trump thinks climate change is a hoax…,880806 +"RT @JCHannah77: The new Minister of the Environment, Michael Gove, with his chief climate change advisor https://t.co/zjlggzqoLg",227080 +"RT @NotJoshEarnest: Esteban Santiago was investigated multiple times by the FBI. Since they didn't find any climate change violations, they…",623268 +RT @hoplitnet: Conservative logic on climate change. https://t.co/xj7EyTwwJX,983828 +Donald Trump pulls US out of global climate change accord https://t.co/qHYhbZDvI4 https://t.co/dQGDemVcxM,802279 +RT @climatehawk1: Four things you can do to stop Donald Trump from making #climate change worse | @PopSci https://t.co/FaF7ekFm3x…,987980 +RT @EcoInternet3: [WATCH] Cycling naked for #climate change: Eyewitness News https://t.co/iZDb5NYpIN #environment,211241 +"100 times more carbon than tropical forests, peatlands matter in the fight against climate change https://t.co/vsfLk3Yu46 via @cifor",265042 +RT @SarahBaska: when ur at a party and u remember ur president doesn't believe in climate change https://t.co/N1m9PCfiEY,174321 +"RT @danspence2006: #DonTheCon idiotic tweets on climate change. + https://t.co/1BtAGsgGHA",461455 +RT @PoliticsNewz: Kids are gearing up to take Trump to court over climate change https://t.co/90KAiyaiJ6 https://t.co/zo5lJ19DXT,399200 +wtf?! someone stood up for a white person?! climate change is real https://t.co/ADLGoadGvw,52238 +Priebus says Pres Trump’s default position is that climate change is 'bunk'. Awful news for US & world. https://t.co/I7B9gxHVDG,619713 +RT @TIME: Google's Earth Day doodle sends an urgent message about climate change https://t.co/3XwgxbVeHk,219773 +Why climate change is good news for wasps https://t.co/9OM91shnLW,276473 +"National Geographic asked photographers to show the impact of climate change, here’s what they shot +https://t.co/8lNdGC44t2",868018 +West Coast states to fight climate change even if #Trump does not,758458 +@wrongwaydan1 @lucmj2003 How inconvenient. Let's have a climate change fundraiser where we serve bacon cheeseburger… https://t.co/7LqEwxAxp4,929280 +"@RiverFilms I’m creating a new think tank for climate change, would you join and post your tweet also at https://t.co/u1UbQXLmrF ?",589155 +"RT @NatGeoChannel: Watch #BeforeTheFlood right here, as @LeoDiCaprio travels the world to tackle climate change https://t.co/LkDehj3tNn htt…",266361 +"RT @PeterGleick: Without #climate change, what are the odds that the worst #drought in California history will be followed by the we… ",914494 +#Google UNEP: .PaulKagame wins #EarthChamps award for leadership in fighting climate change & national environment… https://t.co/P0RAfMGHoJ,560119 +RT @ajplus: This water bottle challenge raises awareness about climate change �� https://t.co/ZFTq66WLEE,486451 +"RT @donaeldunready: Ealdermen keep whining about climate change. Of course climate changes! Winter spring summer autumn, it's called a year…",881623 +"WASHINGTON: While President + +Donald Trump + +'s beliefs about + +global warming + +remain something of a mystery, his ac…… https://t.co/8Ays596xuk",219667 +RT @gnarleymia: people be like global warming isn't real...explain it being 52 degrees rn then,380317 +"RT @manny_ottawa: Delusional are eating their own + +“You and your friends will die of old age and I’m going to die from climate change' http…",221371 +RT @ClimateKIC: The @citiesclimfin lays out how cities and subnational bodies can finance solutions to climate change…,37074 +RT @OCTorg: Reminder: US government has known about danger of climate change for over 5 decades. #youthvgov https://t.co/qnaFSnsRbJ,713540 +RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,548241 +imagine holding a position in the white house and thinking funding for climate change is a waste of money but a divisive wall isnt. Sad,611865 +Bill Nue Saves the World is so cute and it makes me anxious about climate change at the same time,987116 +RT @Independent: Trump's new executive orders to cut Obama's climate change policies https://t.co/QMqzyabFNM https://t.co/BML3ctOiPQ,322192 +RT @ashenagb: We needed to work on climate change now. We are now four more years behind and I feel that is will be too late to save our pl…,216069 +RT @LuxuryTravel77: 10 places to visit before they disappear due to climate change: https://t.co/Psyibhvhso #travel #thebestisyettocome htt…,629946 +Help us save our climate.Please sign the petition to demand real action against climate change. https://t.co/MxZkuNdtW2 with @jonkortajarena,13575 +RT @TeresaKopec: Which is why Trump was asking for list of scientists working on climate change for Govt. https://t.co/2XsveuvUwK,811195 +RT @NatGeoPhotos: These compelling photos help us visualize climate change:https://t.co/OBwzuViRc7 https://t.co/FeYVHMMF51,265187 +"Proper infrastructure investment must account for climate change, via @HooverInst https://t.co/2TKwP8QV7L",664758 +I didn't realize that they had climate change that far back! https://t.co/x1GgKeQalT,682704 +@Fahrenthold @realDonaldTrump What's with the global warming headline on the phony cover! Bizarre.,403445 +President elect Donald Trump is a global warming denier Tahiti will be under water soon so good time as any to go b… https://t.co/hpjBuIU9eW,254631 +"@SealeTeam1 (1) There is no such thing as global warming. Chuck Norris was cold, so he turned the sun up.",616375 +RT @AP: New EPA chief says he does not believe that carbon dioxide is a primary contributor to global warming. https://t.co/8qw21Gw1sw,772787 +It's fucking November and I'm still in t shirts and track shorts. You can't tell me climate change isn't real.,964612 +"RT @NatGeoChannel: Watch #BeforeTheFlood right here, as @LeoDiCaprio travels the world to tackle climate change https://t.co/LkDehj3tNn htt…",126727 +"RT @washingtonpost: In Trump budget briefing, 'climate change musical' is cited as tax waste. Wait, what? https://t.co/Zz1e74WzSt",804398 +RT @washingtonpost: Analysis: Trump’s climate change shift is really about killing the international order https://t.co/g00Bp4Rdc7,904502 +@WesClarkjr It would also address the future culture of dealing with climate change driven natural disasters as they continue to occur 8/,771068 +RT @climatehawk1: N. Carolina military bases under attack from #climate change | @TheObserver https://t.co/Gm6pyqqwtH #globalwarming…,996118 +And doesn't believe in global warming,48173 +"RT @manakgupta: Terrorism is the BIGGEST threat to world today.....not global warming. + +#LondonAttack +#LondonBridge",210227 +"RT @PoliticKels: Don't worry about global warming. We're going to build a new Earth, a bigger Earth, it will be the best Earth ever #TrumpN…",236789 +RT @CBCAlerts: Expedition to study effect of Arctic warming cancelled due to climate change. Early ice breakup makes Coast Guard ship's tri…,70995 +#NewBluehand #Bluehand Trump: Want to know what fake news is? Your denial of climate change and the lies spread by fossil fuel companies to…,706649 +"RT @StephenWoroniec: ADB warns of 50% more rain under climate change, but continues to fund fossil fuel production +#gas #cleancoal…",785152 +"RT @AYOCali_: Not sayin' I'm for global warming but + +This warm November shit is dope ðŸ˜",905971 +How a rapper is tackling climate change - Deutsche Welle: Deutsche WelleHow a rapper is tackling climate chan... https://t.co/jHjasxglKs,895249 +"RT @kateoneil75: Our children will pay the greatest price for climate change. +What will it take to save them? +What will you do to… ",637993 +We might like this 80 degree day in winter but in a month when it's summer and y'all are melting you'll regret liking global warming,626143 +RT @TheDailyShow: .@jordanklepper finds out how scientists are working with Canada to archive global warming data before the Trump ad…,181536 +RT @MooShooMin: when AQA gives climate change as a 6 marker & the only reason u could remember against climate change is #aqare https://t.c…,462251 +"@TracySueStewar2 Not happy with their climate change stance, my car, hairspray, etc. are not responsible for glacie… https://t.co/5c2EkRbbg2",146057 +"If we want to stop climate change, we're going to have to pay for it https://t.co/u0syR4S5Ae via @HuffPostGreen",186483 +"Sen. Wagner blames body heat, Earth slow death spiral into sun for climate change https://t.co/rixRzNotZt",955391 +"Climate deniers blame global warming on nature. This NASA data begs to differ https://t.co/V5oVLZpx6e +These are what are called facts.",627421 +RT @Independent: Barack Obama has safeguarded America's climate change commitments – for now https://t.co/sCnNxeGJRX,677657 +RT @climatehawk1: Understanding how #climate change is influencing #HurricaneHarvey | @ClimateSignals https://t.co/EcPkQKrg5w…,109807 +RT @LateNightSeth: Ted Cruz once told Seth that global warming is overblown. So we brought in a climate scientist to explain why he’s…,2354 +How climate change hurts the coffee business https://t.co/zSF0qmDADd #NEWS,596661 +Record-breaking climate change pushes world into ‘uncharted territory’ https://t.co/zr4ZCUNxIQ,697797 +"RT @NRDC: More permafrost than expected could thaw in the coming years, contributing to climate change. https://t.co/ocdJYz8ZRq via @nytimes",449687 +RT @SenSanders: We have a president-elect who doesn't believe in climate change. Millions of people are going to have to say: Mr. T…,89035 +RT @garyscottartist: It's group crit time on Monday - 'show and tell' for my climate change from deconstructed found objects project... htt…,934819 +@ThatGurleyKid but does it really affect any of us if trump doesn't acknowledge climate change?,474445 +RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,499061 +RT @Libertea2012: Big Oil must pay for climate change. Now we can calculate how much | Myles Allen and Peter C Frumhoff https://t.co/XZZdbT…,222175 +"RT @tulaholmes: Seattle Marched too! ⚡️ “ Protesters march to advocate for greater climate change efforts” + +https://t.co/ldt2PMHIAi https:/…",816137 +Twitter resistance explodes after federal climate change gag order https://t.co/B3BuciJKdb via @HuffPostPol (check out 51 Twitter handles),958446 +RT @VChristabel: I want to be able to understand the people who believe that the government controls the weather but that climate change is…,451394 +RT @supdiskay: lmaoo and people still treat global warming as a joke we're all gonna die https://t.co/ZOrN6XMyF1,988130 +RT @jengerson: Funny how quickly climate change ceases to be an issue when we start talking about ghg-heavy industry in Ontario. https://t.…,39619 +RT @richardbranson: Calling for bold action on climate change https://t.co/qqfEAz98qV @TheElders https://t.co/RYohznljXQ,531092 +"RT @patagonia: If our elected leaders fail to approach the environment & climate change as serious issues worthy of urgency & action, it wi…",970953 +RT @RichardEngel: Nytimes says report on climate change leaked because source worried Trump admin would suppress findings https://t.co/XhB…,6685 +RT @James_BG: The 'open mind' on Paris Agreement and acceptance of some manmade climate change obviously doesn't extend that far https://t.…,57260 +@PeteWeatherBeat It was very wet too. Wish we would get some of that 'global warming temps' in upstate NY Peter.,339478 +"Climate doesn't care about Pruitt or anyone; climate change will continue and we will lose: fresh water, agricultur… https://t.co/6xqx2l0QGT",854673 +RT @ashokgehlot51: Global warming & climate change is a matter of worry. Switching off lights for an hour will help in creating awareness.…,391664 +RT @LEANAustralia: One set of reasons climate change is a social justice issue. Sooner we have @AlboMP cities minister…,105187 +RT @CNN: Here's what President Trump's executive order on climate change means for the world https://t.co/2ZGK9JDnLB https://t.co/mCevSH3VRH,489312 +"RT @LibyaLiberty: If global warming doesn't get you first, then this will. https://t.co/MbJ1YqIeG6",605384 +"RT @ACCIONA_EN: We teamed up with National Geographic to fight climate change #YEARSproject +https://t.co/xSfGwpg0DE",345792 +"Unsurprising, given pervasive hostility to science, including Darwinism and climate change. https://t.co/PFxA48xmBS",498080 +A disaster for the planet as climate change deniers are handed power: global implications of Trump's ignorance https://t.co/o2yAigdJOE,442883 +@EdMorrissey my climate changed overnight. Yesterday it was windy and rainy. Today it's calm and sunny. It'll change again tomorrow.,366507 +Cold War spy photos of Russia are helping U.S. scientists study climate change https://t.co/ef1YK6pY8o via @VICE https://t.co/3FTV3CxVYU,268424 +@DaveDaverodgers @OntarioGreens We should be focused on eliminating pollution/waste not worrying about 'climate change',548053 +"RT @NatGeoChannel: Watch #BeforeTheFlood right here, as @LeoDiCaprio travels the world to tackle climate change https://t.co/LkDehj3tNn htt…",816356 +Rapid decline of Arctic sea ice a combination of climate change and natural variability https://t.co/Y8GR0PK9I3,319790 +"RT @adirado29: Trump names Scott Pruitt, Oklahoma attorney general suing EPA on climate change, to head the - The Washington Post https://t…",406053 +RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,749147 +RT @erinisconfused: watching the leo dicaps climate change doc n waiting for him to vape a huge blueberry flavoured cloud into our gd atmos…,860970 +"“...global warming, we know that the real problem is not just fossil fuels – it is the logic of endless growthâ€ https://t.co/9tEjx7KRTt",848457 +"RT @AssaadRazzouk: In the new new world, China lectures the United States about climate change and the importance of cooperation betwe…",163149 +RT @_Anunnery: @crampell EPA Chief Scott Pruitt says CO2 not contributor to global warming; flat Earth warming because it turned m…,133966 +@Walldo @chrisgeidner Ohhh... like when he told the Times he was open to being good on climate change?,800062 +#wathupondearne 04/08/2017 UPDATE: Research links aerosols to recent slowdown in global warming https://t.co/OGHrsHHZIS :,702964 +Florida voters: this man is not a scientist either so he can't figure out global warming like the rest of us who be… https://t.co/HRF0DNntBt,44870 +"RT @truthout: Noam Chomsky on #DonaldTrump, climate change and our accelerating race toward disaster. https://t.co/4YImHl6lNv #climatechange",370116 +RT @MkIndBrit: @KTHopkins And again the UN silence is deafening. Too busy reaping the financial rewards of climate change policy.,264 +Emmanuel Macron thinks he has convinced Trump to rejoin Paris Agreement on climate change https://t.co/hcCeieJDSl #NewslyTweet,691694 +RT @CounterMoonbat: The people who predicted parts of Manhattan would be underwater by 2008 due to climate change are concerned about 'fake…,386234 +"“Oklahoma hits 100 ° in the dead of winter, because climate change is real” by @NexusMediaNews https://t.co/sTvnR5bph2",622990 +RT @wiscontext: .@snopes confirms that @WDNR removed language about climate change from its website. https://t.co/KMtotfryI0,761421 +"RT @kajsaha: 'In 1989, I wrote a book on climate change, the bad news is things have since gotten much worse' - @billmckibben #atAshesi",550240 +"Vulnerable to climate change, New Mexicans understand its risks - Las Cruces Sun-News https://t.co/UhlkIssu9z",18557 +RT @BernieSanders: #ImVotingBecause the future of the planet is at stake. Hillary Clinton will combat climate change. Donald Trump thinks i…,880977 +RT @camillefaulk13: you think the reason they lived underwater in the year 3000 is cause of climate change?,900311 +RT @yo: The state that will be most affected by climate change (#Florida) is voting for climate change denier...…,290640 +"RT @JaredWyand: Steve Bannon means bye bye to the climate change scheme we're spending $22,000,000,000 a year on for 'research' + +https://t.…",834981 +RT @sarahhh_lingle: trump denies that humans have anything to do with climate change or environmental destruction...that's all good night b…,805937 +RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,5660 +China may leave the U.S. behind on climate change due to Trump https://t.co/hExYzSr2BH via mashable,937229 +"@FaceTheNation Newt is insane, what science degree does Rick Perry have, he is a climate change denier NUTBAG @neiltyson @ENERGY @EPA",602273 +RT @tveitdal: Scientists just published an entire study refuting Scott Pruitt on climate change https://t.co/6a3BK5SbYU,756623 +RT @INDDigitalNinja: This picture shows how polar bears are being affected by climate change😟 || Photo by Kerstin Langenberger…,314251 +@YouTube @NatGeo @LeoDiCaprio He lectures poor Americans about climate change while leaving a million x bigger carbon footprint.,859126 +"RT @siemens_press: Joe Kaeser op-ed in @TIME: «To beat climate change, digitalize the electrical world» https://t.co/B19caeZpT3 #FortuneTim…",625840 +RT @UNEP: How to define preindustrial era and how far back do we need to look for accurate global warming comparisons?…,628722 +"This crater in Siberia, 'doorway to hell,' may allow scientists to view more than 200,000 years of climate change: https://t.co/puV8WlI07g…",31683 +RT @314action: .@DanaRohrabacher says 'dinosaur flatulence' may have caused climate change. We sent a dinosaur to his office with…,637301 +"RT @UCDavisResearch: As a result of climate change, a new UC Davis shows spring is arriving early in the northern hemisphere. In... https:/…",861106 +Saying 'climate change' instead of 'global warming' decreases partisan gap by 30 percent in U.S. https://t.co/bpnlGwS9ZL,962504 +"RT @heyyPJ: We care more about emails and obstruction of justice instead of creating proper healthcare, equality, climate change and more.…",413768 +RT @Hurshal: #climatechange Ventura County Star Ventura moves on climate change plan Ventura County Star……,509887 +RT @CarriganShereck: When you're hitting it off with a little cutie but then she says she thinks climate change is a hoax https://t.co/iecv…,252731 +@CNN Why has USA president and supporters not been able to answer if climate change is a hoax? Real does not know alot of things.,795288 +“you’ll die of old age and I’ll die from climate changeâ€ indeed #JohnGalt https://t.co/3kXUgoedr9,710479 +"RT @DrJillStein: Trump pretends not to believe in climate change, but he's buying a wall to protect his Ireland golf course from rising sea…",174945 +RT @latimes: Gov. Jerry Brown warns Trump that California won't back down on climate change https://t.co/ig8sxJGw2f,579830 +"RT @mitchellvii: Democrats are planning a mission to the Sun to stop global warming at its source. Just to be safe, they plan to land at n…",229717 +RT @nationalpost: 'The start of a new era': Trump signs executive order rolling back Obama’s climate change efforts…,144271 +"RT @MichaelSalamone: Like Rex Tillerson, I too considered an internet alter-ego for discussing climate change, but @WereAllGonnaDie was tak…",379189 +"Honestly what are millennials, fossil fuel, ice caps, climate change, politics??",290199 +"RT @KikkiPlanet: 'Believing in climate change is not left wing. It's science. If you don't believe in it, that's because of ignorance, not…",200446 +"@steph93065 @Coyote921 You said you deny science and climate change, that's pretty unambiguous.",128390 +"RT @BasedElizabeth: What is it this time, Liberals? + +Did Russians hack the van's GPS or was it global warming and/or workplace violence aga…",699939 +"RT @espiekermann: Hispeed rail symbolic for the US now: fundamentally unprepared to change: transport, climate change, healthcare. https:/…",108841 +"NOAA scientists didn't cook the books on climate change, study finds ➡️ @c_m_dangelo https://t.co/vIOL9vgpiO via @HuffPostGreen",312441 +RT @lenoretaylor: This is ridiculous - EPA head Scott Pruitt denies that carbon dioxide causes global warming https://t.co/ISjRGlcgCK,864148 +RT @Wild_Gramps: Climate change is the challenge of our time. Long-term research is the way we will establish how climate change wil…,950584 +RT @MatthewACherry: When you ask Republicans about climate change https://t.co/abnPPNWykZ,961196 +RT @mygreenschools: The burden of climate change on children is worse because their bodies are still developing. #ClimateChangesHealth…,685323 +RT @nytgraphics: Spring arrived early. Scientists say climate change is a culprit: https://t.co/no0VWLa4JE https://t.co/3gOlL6W3NP,805401 +RT @SenSanders: We have a president-elect who doesn't believe in climate change. Millions of people are going to have to say: Mr. T…,698939 +RT @HuffPostPol: . @SenSanders tears into Trump’s 'disaster' of a climate change order ➡️ by @lee_moran https://t.co/KIAYaoN17M https://t.c…,814000 +WUWT:Claim: Next 10 years critical for achieving climate change goals #UKIP #SNP #r4today #Labour #tory #BBCqt https://t.co/bG2h14x76c,58299 +@KayWhiteKTCO they also come from people whose job is dependent upon research dollars for climate change.,23273 +"RT @kylegriffin1: Trump called the mayor of an island that's sinking due to climate change. + +He told the mayor not to worry about it. +https…",995061 +What's the point of studying climate change if we can't tell the farmers what it is & how that will impact their li… https://t.co/mHc0bNunkI,676193 +RT @abcnews: 'We're moving forward without him': @algore says @realDonaldTrump isolated on climate change https://t.co/AleyedrC7v https://t…,546056 +RT @MikeBloomberg: There are immediate steps we can take to address climate change & save our planet. #ClimateofHope shows how.…,655182 +RT @NYDailyNews: China to Trump: We didn’t invent climate change and it’s not a hoax https://t.co/cYeg4H9G9L https://t.co/1T3xFKV3KV,69773 +ExxonMobil’s shareholders force the company to confront climate change head on https://t.co/aMZDDaNJF9,587608 +"RT @realDonaldTrump: It's freezing outside, where the hell is 'global warming'??",17138 +RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,280642 +RT @ClimateReality: We *should* rely on good science — and 97% of climate scientists agree climate change is real and man-made…,371093 +"RT @SierraClub: Former EPA head is worried about Trump, climate change https://t.co/mtwDUd3vxm #pollutingPruitt",779346 +"If you want to convince people of global warming, 'the only way to fix it is to spend money on all the things Dems want' is the worst way.",818106 +RT @BernieSanders: 'The concept of global warming was created by and for the Chinese in order to make U.S. manufacturing non-competiti…,318382 +"Good thing it doesn't contribute to global warming, though. Right, @ScottPruittOK? https://t.co/C2lGCYlBSn",767509 +RT @SenSanders: We don't need a secretary of state whose company spent millions denying climate change and opposing limits on carbon emissi…,777623 +"@Dfildebrandt make a shadow budget, otherwise you are useless to Alberta. Also, stop denying climate change. https://t.co/AU2AiuRfPE",107387 +RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,130632 +RT @Ottawa_Tourism: Earth hour begins soon! Turn out the lights & show your support for the fight against climate change #EarthHour https:/…,187272 +RT @SethMacFarlane: HRC proposes installing half a billion solar panels by the end of her first term. Trump thinks climate change is a hoax…,566063 +RT @johnmcternan: Have always been glad that the SNP are followers of @LordMcConnell on climate change even though they never admit it http…,286832 +"Teens suing U.S. over climate change ask for Exxon's 'Wayne Tracker' emails + +https://t.co/d7MSp5YKsk",63870 +Lol global warming isn't real. RIP to the dock. https://t.co/izt7d5SeGX,128230 +RT @TIME: EPA nominee Scott Pruitt acknowledges global warming but wants to restrain the agency https://t.co/ibpA62bT3M,197323 +Except climate change. https://t.co/YMZSPf7cuy,716749 +RT @ClimateCentral: Deforestation accounts for more than 10 percent of the global carbon dioxide emissions driving climate change…,957299 +"RT @Ragcha: Joe Heck voted to repeal Obamacare, defund Planned Parenthood and block measures to combat climate change. Wrong fo…",274019 +RT @_JessssicaLaura: Everyone stfu about saying its global warming it's spring get over it or go do something about it instead of complaini…,203658 +"RT @sierraclub: If elected, Trump would be the only world leader to deny the science of climate change. Be a #ClimateVoter! https://t.co/Bi…",191203 +RT @TIME: What cherry blossoms can teach us about climate change https://t.co/vHgDjgFtEI,267003 +RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,716822 +Trump and his people are not only climate change deniers but fact deniers. Obama did NOT wiretap DT. How bout an apology Pres. Chump?,375666 +"RT @Reuters: BREAKING: 2016 surpassed 2015 as the warmest on record in 137 years due to global warming, El Nino: U.S. government…",823132 +RT @BernieSanders: 'The concept of global warming was created by and for the Chinese in order to make U.S. manufacturing non-competiti…,377725 +RT @jandynelson: Check out this sculpture by Issac Cordal in Berlin called 'Politicians discussing global warming.' https://t.co/73wHMvPGc8,18572 +"@mitchellvii I think Liberal BS is the primary contributor to global warming. Oh, yeah, don't forget Dope Francis. https://t.co/g9BOsnz0mc",356855 +Here’s how Trump’s new executive order will dismantle Obama’s efforts to reverse climate change ... https://t.co/bRnKbkYpX6,105902 +"RT @josephamodeo: @realDonaldTrump @EPA Also, I hope you'll remain committed to the Paris Agreement on climate change. Lastly, please…",827866 +@DaniiiCali yeah screw global warming,478653 +RT @TheLittleProf: Trump could face the 'biggest trial of the century' - over climate change #OurChildrensTrust https://t.co/2oz5TatMNF,349139 +This is a good article about climate change denialism in mainstream media. https://t.co/buvqai0XXW,68048 +Your mcm calls climate change 'global warming',635269 +Day 1 policy is to reverse all climate change policies https://t.co/JwKete4Y9a,363713 +RT @MatthewPrescott: We needn't wait for government to end climate change. It starts on our plates. https://t.co/mT1gEihSol #ClimateMarch h…,87799 +RT @owenxlang: Me realizing our possible president doesn't believe in climate change https://t.co/8qnBW8vlnE,915713 +"@AssaadRazzouk ��The #1 issue we face is global warming. ��By 2030 over 80% of the boys will be unable to read, think, or write ��Vaxxed TV",609213 +"RT @Gizmodo: A brief chat with Elon Musk about climate change, Rex Tillerson, and Donald Trump https://t.co/IJo34UeDSq https://t.co/xrYj3Dq…",1868 +"RT @1followernodad: parent: I'd do anything for my children! + +Scientist: here's how to stave off climate change so your children can stay o…",777800 +@RiceGum @vasulmao climate change exists,574642 +Tory leadership candidate cheered for dismissing climate change #cdnpoli https://t.co/DM1RW5kP0r via @HuffPostCanada #CO2 #AGW #CAGW,858064 +RT @hannahv_08: Do you believe in climate change?,638221 +"Between their climate change denial garbage, the Blackwater reacharound piece, and Maggie Haberman, @nytimes is really not worth my time.",480115 +RT @CNN: Trump's withdrawal from Paris climate accord met by defiant US mayors and governors vowing to fight global warming…,596549 +"All American climate change theorists sitting in Marrakesh &discussing climate change, you've been Trumped #trumpwins #COP22 #climatechange",573227 +RT @BeckySuess: The White House doubts climate change. Here's why the Pentagon does not https://t.co/oNHJGo3aXu,667910 +"RT @astroengine: So, yeah, I really wish it was a climate change conspiracy, because the alternative is an absolute nightmare for our plane…",269505 +@realDonaldTrump An important issue and one of many reason I back you. Please DON'T do global warming crap,681429 +Nowhere on earth safe' from climate change as survival challenge grows - The Sydney Morning Herald https://t.co/IJcJfyQvNH,980390 +climate change isn’t a myth. get out of the way if you do think it is. we no longer have time for yous,904230 +RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,261374 +"RT @SteveSGoddard: Imaginary climate change is not going to kill you, and only a complete moron would believe that it will",889016 +"RT @byuAP: As for me and my house, we'll believe in global warming when it shows up in the Bible",1873 +RT @jes1003: What is it about global warming and cleavages? Yesterday's Sun and today's Mail both #indenial @TheSun @DailyMailUK https://t.…,427871 +RT @leftcoastbabe: EPA Sec. #ScottPruitt says CO2 doesn't cause global warming. Waiting for HHS Sec. #TomPrice to say cigarettes don't caus…,574530 +RT @SenSanders: If we don't address climate change there'll be more conflict over limited resources. We must listen to scientists not fossi…,602979 +#weather Cloudy feedback on global warming – https://t.co/H41ouAUlRU – https://t.co/9aRKJpZIn7 https://t.co/MQCUlDrGrT #forecast,347948 +"@nyt_owl69 @jdobyrne1 @AEOByrne +No global warming here! ��Brrrrrr!! https://t.co/SltHFqFREG",282595 +RT @BuzzFeed: Other major nations officially commit to fighting climate change — with or without Trump https://t.co/HuIYFrqnNU https://t.co…,412481 +RT @TaitumIris: Our new president thinks climate change is a hoax. Our new Vice President believes in conversion therapy.,380725 +RT @iansomerhalder: Speaking of climate change-TONIGHT Is another killer episode of @YEARSofLIVING ! 10/9c on @NatGeoChannel https://t.co/T…,63535 +RT @iaafkampala2017: 'Effects of climate change are real and with us. Part of greening K'la was to address #climatechange @iaaforg Amb Terg…,734774 +RT @CNN: No snow where there should be. Bleached anemones. Cracks in the ice. This is what climate change looks like:…,179529 +"@ashrafghani @narendramodi we can fight climate change, pollution,poverty etc by introducing rooftop plantation all over the world.",633917 +"CH: 'Trade, security, climate change and migration challenges are all global issues.'",894682 +"RT @maudnewton: Meanwhile, scientists frantically copy US climate change data lest it vanish under Trump. https://t.co/n1qKjAeV4r",158195 +RT @EnvDefenseFund: Why is Pres Trump attacking climate change efforts that the EPA has been working on for decades? https://t.co/0W25UsRpWL,763806 +I'm reading more and more that CO2 doesn't actually cause global warming and that scientists have been muzzled by Liberals and their media.,848639 +"So Tillerson's emails, under his alias that he used for discussing climate change with Exxon's board, we're... https://t.co/TBhFtAo5Rh",194609 +@realDonaldTrump just withdrew our nation from the global commitment of climate change. #ParisAgreement,865198 +"RT @PCGTW: If you want to fight climate change, you must fight to #StopTPP says @foe_us ' @wwaren1 https://t.co/F9c78bvNj5 https://t.co/GPZ…",565875 +RT @andreshouse: what clouds see - great concept to make climate change accessible to children! https://t.co/zazoyDWz8N,496725 +Positive of climate change...my carrots wintered over this year https://t.co/aHP8Db2Sss,953477 +Trump’s denial of catastrophic climate change is a clear danger https://t.co/kLzpRHx6bi,630968 +Michael Moore calls Trump's actions on climate change a 'Declaration of War' against Planet Earth. https://t.co/ui7vFxWtL0 #POTUS @potus,737186 +"RT @MySunIndia: Mitigate global warming by lowering the emission of greenhouse gases. Think wise, Switch to Solar. #SolarizeIndia https://t…",526033 +"RT @kurteichenwald: In full page ad in NYT in 2009, @realDonaldTrump called for urgent action on climate change. Which does he believe? htt…",404501 +@TurnbullMalcolm replaced the 13 scientists that @TonyAbbottMHR removed from the CSIRO climate change centre they h… https://t.co/CKh4BatFz5,558384 +RT @FarmAid: A new study shows how climate change will affect incomes. Check out that agriculture map... https://t.co/m9NgMrBv1u https://t.…,904548 +@TuckerCarlson is owning another idiot liberal academic who can't give a straight answer on climate change.,328893 +Spotlight: World needs binding measures to combat climate change https://t.co/b1ENpnQwtc https://t.co/yDtCsw6Bkn #CHexit #China #Philippi…,455263 +RT @MelinaSophie: I knew global warming exists but now that I'm in Iceland & there's no snow around in DECEMBER + forecast also looks…,411075 +"RT @RisingSign: Retweeted Climate Reality (@ClimateReality): + +We can debate how to tackle climate change – but the science is... https://t.…",370060 +RT @DollaMD_: Damn this global warming good,116665 +RT @voxdotcom: Trump’s election marks the end of any serious hope of limiting climate change to 2 degrees https://t.co/cjiuP9xDIy,432933 +@RepErikPaulsen @theaward unfortunately the BWCA may be spoiled by then due to climate change and the dismantling of EPA. Thoughts?,608567 +Ljubljana utility planning more anti-pollution projects - With November dedicated to adapting to climate change... https://t.co/EJzq3XBTfn,908282 +RT @ajplus: Bill Nye wants you to care about climate change. Here’s why. https://t.co/ljQiheoTay,66979 +#China blames climate change for record #sea #level s https://t.co/SgLBvTdtuH,599838 +RT @EricBoehlert: Politico then: she's going to be the climate czar. Politico now: climate change was never really her thing https://t.co/W…,543212 +"Literary writers resist telling stories about climate change -- Enough of that! “Good Grief” by LENS https://t.co/HUTseocne4 +#anthropocene",885689 +Also cited climate change law - oblivious of fact that UK Parliament adopted first climate change act in world. https://t.co/0uLhUihYFc,443882 +"RT @Alex_Verbeek: �� + +This is #climate change: + +Glacier in 2006 and 2015 + +photos by @extremeice via @ddimick https://t.co/n4j1iFAlvw + +https…",876929 +#ClimateChange UK slashes number of Foreign Office climate change staff https://t.co/UiEsM9WaSU https://t.co/fefLtGfzgw,887643 +RT @CNN: The kids suing Donald Trump over inaction on global warming are marching to the White House https://t.co/s6F5DK504K https://t.co/q…,624540 +RT @JimStLeger: It looks like Trump is making good on his promise to deny climate change. He put a top climate change denier in cha…,34911 +RT @DrSimEvans: Seriously though @WorldCoal – is contributing to climate change not a 'basic coal fact'? https://t.co/OSo2PCVti9,580022 +RT @AmBlujay: People who eat KFC or ribs with fork and knife are the reason we have global warming and wars on earth,198211 +RT @AusConservation: Global green movement prepares to fight Trump on climate change. https://t.co/lsZCtFJfQQ,630440 +RT @semodu_pr: Climate change researchers cancel expedition after climate change makes conditions too dangerous…,542738 +Roboter bedrohen in human-caused climate change denial in human-caused climate change denial in der Welt,871903 +RT @americamag: Here's what Pope Francis and Catholic social teaching have to say about climate change. https://t.co/AxYq2GfNRR,716228 +RT @retroJACE: global warming real as hell. al gore told us. leo dicaprio keep tryna tell us. its 82 degrees and its halloween. sumn aint r…,406230 +RT @WIRED: What a Trump presidency means for the global fight against climate change: https://t.co/JhDmByNpNP,668064 +"RT @ClimateCentral: Using the baseline of 1881-1910, a new, more dire picture of global warming emerges https://t.co/VaF7qpTKds",314274 +Two billion people may become refugees from climate change by the end of the century https://t.co/EWcLby0Qco https://t.co/4xWWROOugC,257686 +Trump's Irish wall plans withdrawn https://t.co/9DAgyhzxEf. Trump admits climate change is real.,101227 +RT @thehill: Trump admin buries EPA website designed to be kids' guide to climate change https://t.co/x4fKywkb56 https://t.co/99dEiYRm6E,25290 +RT @fredguterl: Incoming House science committee member has said climate change is “leftist propaganda.” He should fit right in. https://t.…,375891 +Half of US doctors alarmed about health effects of climate change - Billings Gazette https://t.co/MUreRVESc0,34010 +"RT @NRDC: 'I saw global warming with my own eyes, and it’s terrifying' — Kit Harrington, Game of Thrones https://t.co/iirzGls1yP via @thin…",40365 +RT @BarackObama: Global action on climate change is happening—show your support today: https://t.co/UXy7xHlyA5 #ActOnClimate #SOTU,853758 +Hundreds of millions of British aid 'wasted' on overseas climate change projects https://t.co/5dsPkbIjhQ,788125 +RT @thisfooo: I want to enjoy this weather but this is all a product of global warming and our earth is dying https://t.co/bkD6VcHMye,213338 +RT @rabihalameddine: Trump calls global warming a Chinese hoax. Clinton emails.,180139 +@ItaloSuave @MuslimIQ @GOP what does that have to do with with climate change? do you know what peer reviewed resea… https://t.co/EJtfG8mp1z,55654 +"RT @AssaadRazzouk: In the new new world, China lectures the United States about climate change and the importance of cooperation betwe…",834951 +"Energy Dept. rejects Trump’s request to name climate change workers, who remain worried https://t.co/7raN96sTbB",627875 +Pakistan becomes fifth country in the world to adopt legislation on climate change: … on… https://t.co/a2whiindfw,251339 +RT @Greenpeace: This is what climate change looks like in Antarctica https://t.co/Z20NdifSnh via @NatGeo https://t.co/YA85UdVkSn,440126 +RT @Liam_Wagner: 2004 report by Andrew Marshall Office of Net Assessment flagged climate change enormous risk to #security https://t.co/6bY…,272326 +"RT @BarryGardiner: You fool! +Donald Trump risks damaging all our interests by not taking climate change seriously https://t.co/VnANgLfqNp",644600 +"RT @Vilde_Aa: climate change isn't fake nd pls be aware of making changes, even if it's the small things like reusing bottles or… ",398471 +7 projects win funding for climate change solutions: Seven Harvard projects will share $1 million to help battle… https://t.co/QwkgDHmHWb,802594 +RT @climatehawk1: N. Carolina military bases under attack from #climate change | @TheObserver https://t.co/Gm6pyqqwtH #globalwarming…,573749 +@XiuhtezcatlM won the right to sue the government for climate change this week- our update on this #Colorado artist: https://t.co/ti5n5LDIyq,52505 +TRUMP DAILY: Trump’s EPA chief: “We need to continue the debate” on climate change #Trump https://t.co/PsSnduqPQZ,434584 +"RT @RobertKennedyJr: No matter what Trump does, US cities plan to move forward on battling climate change https://t.co/uCwsv99euH",438631 +Weather Channel destroys Breitbart over BS climate change story ➡️ @c_m_dangelo https://t.co/KOtcjwHc8A via @HuffPostScience,427939 +RT @TIME: Why unlikely hero China could end up leading the fight against climate change https://t.co/dN8T4k7RMZ,915148 +RT @anuscosgrove: republicans wanna say climate change isnt real then can they explain why its raining in my house?�� https://t.co/5LUZ1j98kd,860272 +RT @voxdotcom: 'Do you believe?' is the wrong question to ask public officials about climate change https://t.co/ui3RptQvtr,368060 +RT @voxdotcom: A new book ranks the top 100 solutions to climate change. The results are surprising: https://t.co/U6Zic2udiA https://t.co/U…,774835 +"In rare move, China criticizes Trump plan to exit climate change pact",354242 +"RT @RepBarbaraLee: Today, scientists announced Earth hit record temps 3 yrs in a row + +Also today, climate change denier Scott Pruitt b… ",570617 +@In4mdCndn and please you can't even explain the cause and effects of the GSA. What makes you qualified to talk to me about climate change?,70495 +"RT @PoliticKels: Don't worry about global warming. We're going to build a new Earth, a bigger Earth, it will be the best Earth ever #TrumpN…",135174 +"‘We are running out of time’ on climate change, expert warns https://t.co/G8C0yc36ks via @wr_record - #climatechange",682907 +Broadcast news coverage of climate change is the lowest since 2011 https://t.co/fRyHa71Pa9 by #infobencana via… https://t.co/opZ0WBsbL9,372076 +"Dundas business owners suffer tens of thousands in flood damage, blame city but ignore climate change. https://t.co/Ftop5pCMCK",367591 +Bird species vanish from UK due to climate change and habitat loss https://t.co/Go1TkZyxZo,815570 +RT @attn: .@BillNye just destroyed climate change deniers with a great analogy. https://t.co/U3REutsRC7,629181 +"RT @SteveSGoddard: 'We' don't cause any significant global warming, and anyone who says we do deserves massive ridicule.",829720 +"Researchers identify more and more clearly the impacts of global warming on the weather +https://t.co/x8WANRgfmo",221249 +RT @BernieSanders: 'The concept of global warming was created by and for the Chinese in order to make U.S. manufacturing non-competiti…,819991 +A historic mistake. The world is moving forward together on climate change. Paris withdrawal leaves American workers & families behind.,237193 +"RT @MuslimIQ: Reports indicate these Ahmadi Muslim youth yelled ALLAHUAKBAR with every planted tree. + +Combatting climate change…",541924 +RT @Shewenzi: Do you believe climate change is real? #CleanerLagos.,27354 +"RT @theblaze: Energy Department climate change office bans ‘climate change’ language — yes, you read that right…",91111 +RT @GusTheFox: What if climate change is just made up and we create a better world for nothing?,182572 +Bill Gates and other billionaires are launching a climate change fund because we need an “energy miracle” https://t.co/jnppIKuxs7,84978 +CNNMoney: Little is known about how climate change regulation and green tech would impact exxonmobil. That could s… https://t.co/jKu7LmauGH,353319 +"OPINION | If global warming worsens, what will happen to the people and places that matter to me? - InterAksyon https://t.co/Rkpf8IjaeC",760882 +"Mixed metaphor or something like that: +Octopus in the parking garage is climate change’s canary in the coal mine https://t.co/cBngqZMmcC",166329 +"RT @jasbc_: To those who don't believe in global warming... +STEP THE FUCK OUTSIDE WE'RE IN FEBRUARY AND IT FEELS LIKE APRIL",640783 +RT @LeeCamp: Just bc media ignored climate change for the past 8 yrs doesn't make Obama an environmentalist. He was a catastrophe even if T…,328610 +"As Earth gets hotter, scientists break new ground linking #climate change to extreme weather https://t.co/YQ28Q1yhaU",7783 +"RT @RogueNASA: If (when?) the time comes that NASA has been instructed to cease tweeting/sharing info about science and climate change, we…",610090 +Direct quote 'let's deal with climate change and science separately.' Right. Ok. #trumpbudget,880345 +RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,259391 +"Talking like Trump - Lektion 14: + +'It’s freezing and snowing in New York – we need global warming!”",254046 +RT @EnvDefenseFund: The new administration must act on climate change. Here’s how we can move the needle. https://t.co/lcXNUK027l,483168 +Most Americans want 'aggressive' action on climate change: Reuters/Ipsos poll .. https://t.co/mATQcD08od #climatechange,634613 +Mother nature vs. climate change - Jordan Times https://t.co/Ns2A94nKkn,794011 +"RT @YouTube: .@NatGeo teams up w/ @LeoDiCaprio to explore climate change and prevent catastrophe. + +This is #BeforeTheFlood →…",864337 +RT @nowthisnews: Bernie Sanders has a lot to say about DAPL and climate change https://t.co/2mPEHt0I5C,804186 +Trump can't stop the rest of us from fighting climate change - add your name today. #climateaction via @NRDC https://t.co/8tGlRdsqjf,188819 +2015 is the warmest year in recorded history (since 1850) caused by El Niño and systematic climate change.' #CSIR Dr Engelbrecht,133114 +RT @EnergyFdn: READ—>Why @Walmart is doubling down on its commitment to climate change by Rob Walton @climaterisk @WaltonFamilyFdn…,302105 +Urban design in the time of climate change: making a friend of floods - The Globe and Mail https://t.co/s2xMXYIHOY,879752 +"RT @France4Hillary: The https://t.co/SIcGNDQETu pages for climate change, healthcare, civil rights and LGBT no longer exist. THIS IS WH… ",536387 +RT @QuentinDempster: Australia must warn US @realDonaldTrump that we will apply sanctions if it breaches its Paris climate change obligatio…,193423 +RT @Mathiasian: You should know by now that Al Gore blames his dinner for being cold on climate change. https://t.co/gY74tlDC4y,657857 +Yep. Excuse me for being more bothered about his complete disregard for global warming than that he can't get some… https://t.co/21Z6BMhlsd,380045 +@EricIdle Maunder Minimum of 1645. Look it up dummy. This is an examples of true 'climate change'. You are willfully ignorant.,594314 +RT @TheBaxterBean: Weird. America's fossil fuel-funded Republican Party is the only climate change-denying political party on Earth.…,570237 +Mayors in Florida are grappling with the ugly effects of climate change on housing values. https://t.co/HsH1fYDaqn,670097 +We need more global warming. Tell the teachers to tell the students to ask Premier to #stopthecarbontax https://t.co/umwLCzBGrW,918209 +RT @timdunlop: This entry by Clive James for the stupidest article ever written about climate change is going to be hard to beat https://t.…,837336 +RT @SenSanders: We have a president-elect who doesn't believe in climate change. Millions of people are going to have to say: Mr. T…,74832 +RT @scienmag: Investment key in adapting to climate change in West Africa https://t.co/uochSoX2g5,599202 +Utilities knew about climate change back in 1968 and still battled the science. https://t.co/Db7iGWBNwh https://t.co/OeWletgtda,345439 +@P01YN0NYM0U55 *Digression alert* Do you believe in climate change and is the Earth flat? Serious answers please.,597691 +RT BT_India: India emerging as front-runner in fight against climate change: World Bank https://t.co/AWwGmngBWy https://t.co/VVJhJDrFZB,623359 +"RT @RitaPanahi: Let's not jump to conclusions. He was probably radicalised by Trump, Brexit or lack of action on global warming... +https://…",154926 +"RT @altHouseScience: We #resist because last fall House Science member @RepJimBanks said climate change is 'largely leftist propaganda.' +ht…",543345 +RT @zackfox: god is the girl on the bus the nigga gettin punched is our ability to solve global warming the one punching is toxi…,47506 +"RT @CIVILBUCK: climate change is fake, kids https://t.co/ONiTZv9epj",968726 +RT @mellierenee: in science class we read bible verses given as 'proof' that evolution/climate change/etc. doesn't exist. your tax dollars…,417810 +RT @joshgad: The mourning stage is over. Now we fight. Putting a climate change denier as head of EPA is an act of war on our kids. #StandUp,143490 +RT @guardian: ‘There’s no plan B’: climate change scientists fear consequence of Trump victory https://t.co/SPSsRcvGeW,378655 +RT @IFADnews: Astralaga: we should shall strive to implement policies/measures to minimize climate change and negative affects of int. trad…,946596 +Trump to face intense G-7 pressure on climate change https://t.co/EELgftwtOE,35342 +@AmericaFirstPol @DonaldJTrumpJr @POTUS @NASA presumably so long as they don't look for signs of climate change or that the Earth is round.,622888 +RT @BernieSanders: 'The concept of global warming was created by and for the Chinese in order to make U.S. manufacturing non-competiti…,832165 +"RT @Claire_Phipps: 'In the Caribbean we are living with the consequences of climate change,' says Antigua & Barbuda PM @gastonbrowne https:…",192832 +RT @INCIndia: Think @narendramodi takes climate change seriously? Think again. #GST #ParisClimateDeal https://t.co/9xEZcbmJSb,97549 +"The scary, unimpeachable evidence that climate change is already here https://t.co/HqLXf7iWPw via @qz",495487 +RT @dana1981: Conservatives are again denying the very existence of global warming https://t.co/tKpGi0JS3h by @dana1981 via @guardianeco,766048 +RT @ClintSmithIII: I'm watching Planet Earth feeling both in awe of the world and despondent over how all progress on climate change is abo…,939033 +RT @NFUtweets: Ahead of @UNFCCC #COP22 we're tweeting one stat every day to show how British farming helps combat climate change…,138800 +"trumps wins slight favour for india though he is tight on terror but he will be against globalization , climate change #Election2016",228761 +RT @SethMacFarlane: HRC proposes installing half a billion solar panels by the end of her first term. Trump thinks climate change is a hoax…,574754 +RT @ZandarVTS: Trump transition team looking to identify Obama climate change experts in Energy Department ahead of 'shake-up' https://t.co…,626985 +"climate change is real, and its man made.",433348 +But global warming isn't real? https://t.co/8C2jTYKut3,192355 +"@AnthonyGiannino @2DNinja @JaredWyand I have no choice and had no vote, but will suffer under his climate change policies. Why is Obama bad?",963107 +I'm not a climate change denier. I just don't trust the word of the world's leading scientists who have been study… https://t.co/OJTAYJhkUs,999981 +"@rkerth Oh, for sure. Actively dismissing climate change for 8 years is big too",617958 +"RT @peta: Meat production is a leading cause of climate change, water waste, and deforestation. If you're concerned about our…",952959 +"RT @Stuff_Daddy: Only in America do they accept weather predictions from a rodent but deny climate change evidence from scientists. +#Groun…",959362 +RT @dangillmor: The @nytimes has found a new way to not call climate change deniers what they are. An embarrassment to honest journ…,192609 +Meanwhile I've just helped a researcher look at the impact of climate change on health. I'm sure there's a connection somehow.....,66246 +"@SakAttack123 @Al_Lietzz Until habitat loss (climate change and deforestation end), unless you want to live to see… https://t.co/oT8D4Frvto",358555 +RT @tbhjuststop: im gonna just ignore the fact that the world is either about to end bc of climate change or nuclear war and focus o…,813493 +RT @ajplus: Is this deal to fight climate change too late? 😕 https://t.co/e76UJNCYN8,382756 +Jerry Brown promises to fight Trump over climate change https://t.co/joHcaSLEjv https://t.co/dZ9GVo4JjG,199914 +RT @FactTank: 49% of Trump supporters care not too much or not at all about climate change: https://t.co/HPmL385tJh https://t.co/eOaAdvWdAN,266290 +RT @Dervla_Gleeson: Leading climate change scientist: ‘We are in the driver’s seat’ - https://t.co/BmiRJMrM6o,553116 +"RT @jeffnesbit: Is climate change real? 'How can you even ask that question?' a mother says beside dying, malnourished children. https://t.…",993994 +NC military bases under attack from climate change https://t.co/Kc30MTdzFf,660130 +RT @kurteichenwald: Russia hack deniers & climate change deniers have a lot in common. Either theyre corrupt or they refuse 2 accept univer…,589516 +Swedish climate minister mocks Trump (Who thinks climate change was invented by China)with all-women photo… https://t.co/sufVpzPdJi,46337 +"RT @gracerauh: 'I think it's a mistake because we need to do something to address global warming right here in this city,' BdB says re deat…",514759 +A brilliant sci-fi thriller imagines how the massive floods of climate change could transform Earth https://t.co/FWh7L9IOjF #scifi #books,162622 +RT @exjon: Everyone believes in climate change. Only progressives think it started 100 years ago. @danpfeiffer,644185 +RT @IAMforstudents: Germaine Bryan now making his submission on climate change. He is one of the cofounders of the Integrity Action mov…,739106 +@sherlockmichael Nothing stops the Christian train wreck. Part of my silly atheist theory but it also includes him believing climate change!,971561 +"RT @StarTribune: Minnesota will proceed with its own climate change strategy, state officials say. https://t.co/jExPoLp1zO",659698 +RT @SenSanders: The Dakota Access Pipeline would be a huge blow to our fight against climate change. #NoDAPL https://t.co/47m6yUu4m5,151215 +RT @daylinleach: #Trump #EPA advice on global warming? 'Wear sunscreen' (really!) Their advice on rising sea levels? I'm guessing 'upgrade…,416432 +RT @DineshDSouza: The climate change 'consensus' basically means everyone being paid to find climate change has concluded the climate is ch…,769917 +RT @ChrisJZullo: Marco Rubio caves on oil man Rex Tillerson. Demand he oppose climate change denier Scott Pruitt 202-224-3121 #florida #mia…,788844 +@Martina GOP cruel to animals & can't get it into their heads that they are being cruel to their children by denying climate change,492700 +RT @Jackthelad1947: It's a man's world when it comes to climate change @huffpostblog https://t.co/M3U8HHqUGe #auspol @ABCcompass #thedrum #…,425952 +"Great Barrier Reef 2050 plan no longer achievable due to climate change, experts say https://t.co/hdqB8VRRWI",235477 +RT @albertocairo: Data and charts changing minds about climate change https://t.co/cdXegxSqpy via @SophieWarnes cc @MichaelEMann https://t.…,527302 +RT @Slate: Trump will be the only world leader to deny climate change: https://t.co/nn1tC60Hdg https://t.co/7Klrd2XCj4,958454 +"RT @climatehawk1: Source of Mekong, Yellow, Yangtze rivers drying up due to #climate change | @ChinaDialogue https://t.co/Yu8EOi15Pv…",602185 +"RT @StopTrump2020: #DoubleChinDon & Ivanka meet w/ climate change advocates-could they change his mind? What happened to Chinese hoax? +http…",532355 +"RT @TrumpUntamed: Putin is Anti: +NWO,climate change,Monsanto & very much Pro Christian.. of course the globalist are going to falsely accu…",421607 +RT @4biddnKnowledge: https://t.co/wmb8299gCp Does the European public understand the impacts of climate change on the ocean? https://t.co/i…,479614 +"You can be sure the words 'climate change' won't be uttered. +I wonder how that multi million dollar lift up Miami s… https://t.co/v3hdiYS3DU",438859 +"So the most powerful person on Earth will be a climate change denying, temperamental psychopath. We're completely fucked",543088 +RT @thehill: Leonardo DiCaprio leads climate march holding 'climate change is REAL' sign https://t.co/RTnzhmG89r https://t.co/fJpW6vz9rw,462257 +"RT @Bill_Nye_Tho: she thinkin bout how she gonna die because ya mans doesnt understand climate change +https://t.co/BeoUg1w94N",590371 +"RT @xtralimb: 'Asked me what my inspiration was, I said global warming.' #youtoofuckingcozy",10969 +@Baileyco303 @mic Man made climate change definitely is #FakeNews. Natural climate change happens daily and is real… https://t.co/wmMgq1yW7k,589424 +RT @nxthompson: Trump likely means there won't be a political solution to global warming. So we need a technical one. https://t.co/ZH9UYaRP…,464478 +@greg_doucette one place I think we'll have legislative disaster is climate change. I have feeling they will gut any climate regs in place,429596 +"RT @lernfern: climate change has killed millions of innocent animal lives and will continue to do so at an exponential rate, jacob https://…",798448 +RT @fmlehman: @Heeth04 @henryfountain In a desiccated tinderbox of a forest drained of moisture thanks to climate change.,23909 +"My photobook Solastalgia, a docufiction on climate change in Venice published by @overlapse, is ready for preorders! https://t.co/wXyu3oGL0l",376272 +@RealLucyLawless meme is: 'tell us again about how climate change is bull💩' https://t.co/2De9SoD8pL,923193 +"RT @SenSanders: On virtually every major issue — raising the minimum wage, climate change, pay equity for women — we are the majority",823747 +RT @CNN: No snow where there should be. Bleached anemones. Cracks in the ice. This is what climate change looks like:…,457355 +"Salt Lake City publishes plan to combat climate change, carbon pollution https://t.co/Ze94KBmgYS",347052 +RT @RedPillTweets: DID YOU KNOW? 97% of global warming alarmists can only say '97% of scientists agree' as their argument.,66502 +"RT @hemantmehta: Don't worry, everyone. When President Trump does nothing about climate change, Florida will be the first to go.",299715 +30 terrifying before and after images of climate change @SFGate https://t.co/jpvGzBqamf,312547 +RT @dickmasterson: Research also shows a correlation between global warming and rise in number of dopey Clinton women with Twitter acc…,826591 +RT @GlblCtzn: Want to help help fight climate change? Simple — go vegan. #WorldVeganDay. https://t.co/YiUmDXYizZ,230066 +mashable : Stephen Hawking has a message for Trump: Don't ignore climate change https://t.co/OXRNLqNZ1W … https://t.co/r7Qbsm6kwI,907342 +RT @thehill: White House climate change webpage disappears after Trump's inauguration https://t.co/dTxPJNFSs8 https://t.co/0NGY8DGR8P,185909 +RT @MotherJones: Look at all the climate change deniers vying for jobs in the Trump administration https://t.co/w1uov8VE5u https://t.co/xJa…,964603 +RT @SaleemulHuq: Local funding must be UN climate fund's priority for effective fight against climate change https://t.co/xrrGF66hT8,652858 +"RT @anyclinic: I think that arguing for man made climate change should have you held on a psychiatric ward. + @StephenVieting https://t.co/B…",673484 +RT @CNN: No snow where there should be. Bleached anemones. Cracks in the ice. This is what climate change looks like:…,659850 +"RT @AdamsFlaFan: Dem senator slags Trump's EPA pick as 'science-denying, oil-soaked, climate change-causing polluter' https://t.co/LRP0y6Of…",325061 +RT @scalpatriot: @US_Threepers @tony_sanky @HillaryClinton Wherever Hillary goes she creates climate change,91808 +US 'forces G20 to drop any mention of climate change' in joint statement https://t.co/t3zYumCrws,123801 +RT @Rogue_DoD: Russia understands the effects of climate change on the Arctic. Too bad @realDonaldTrump doesn't. https://t.co/xmkKfr6MCH,513943 +"RT @JHolmsted: Lot of celebrity/other elite types being ultra blowhard re: climate change & TX/Harvey. Genuinely interested, any of them ac…",860175 +RT @j_g_allen: “Health is the human face of climate change' - Dean Williams @HarvardChanSPH https://t.co/eS33zDtdGE,815056 +RT @thehill: National park deletes viral climate change tweets that defied Trump social media ban: https://t.co/Jh0avdpRX1 https://t.co/AsS…,486326 +RT @JRegina14: So is global warming. https://t.co/pDRhVeB53T,855450 +Has @HdxAcademy come across this which deals with the closing down of the climate change debate by scientists? https://t.co/BYAt3kWBbt,240653 +@stlpublicradio @NPR @POTUS isn't that trip going to contribute to climate change?,757775 +"RT: @nytimesworld :Islamic State and climate change seen as world’s greatest threats, poll Says https://t.co/hD3dkqsUW7 https://t.co/7BytDct",650557 +RT @OSUWaterBoy: How about protecting tax payers from funding climate change. End fossil fuel and all corporate subsidies now!…,610842 +RT @SheRa_Simpson: @Rog008 @JoRichardsKent @jamboden1 @SkyNews Commitment to lowered emissions and climate change action.,399725 +RT @AbbyMartin: Media seems only concerned w/ Exxon CEO Tillerson's *Russia ties* instead of his company's climate change denial & environm…,348551 +RT @thehill: Energy Dept. tells employees to stop using the phrase 'climate change': report https://t.co/FwfpaIJJIH https://t.co/1aiiuBse4L,83045 +"RT @GeorgeTakei: ICYMI, if not for this leak, we may never have seen this important climate change report. https://t.co/TDPCfvpDYM",70637 +RT @vinayaravind: Next @narendramodi will condemn the polar ice-caps for creating global warming https://t.co/ZRNptb988x,237678 +"Trump thinks climate change is a hoax. He is a racist. He thinks women are toys. No matter where youre from, this should affect you",222133 +We are Going Dark for earth hour ! Back later. Wonder how many lights need turning off to counter the mad idea that global warming's a myth,865701 +#PatioProductions 10 Tips for reducing your global warming emissions at home. Read Blog: https://t.co/alyosEzedG,68152 +"RT @MrRoflWaffles: [Baby it's Cold Outside 2025] + +her: i really cant stay + +him: baby uhhhh r u sure,?? global warming has suffocated the ea…",767679 +RT @oreillyfactor: White House: No more $$$ for 'climate change' https://t.co/xL1TSBfmB9,389088 +"Badlands National Park deletes tweets on climate change +https://t.co/E28yuP1MmH https://t.co/yh1aO1iCN1",575093 +"@gregbagwell @MailOnline chill - global warming luckily doesn't exist any more, so it's a zero sum game",755276 +"RT @ddale8: NYT, accurately, in news story: Trump has turned his 'denials of climate change into national policy.' https://t.co/WD1DrDXHEw",125235 +@HuffingtonPost and global warming and racial inequality and equal pay and...and...and,117833 +RT @NatGeo: Entrepreneurs and new start-ups in Kenya are helping small-scale farmers adapt to the challenge of climate change https://t.co/…,850199 +"RT @NatGeoChannel: Watch #BeforeTheFlood right here, as @LeoDiCaprio travels the world to tackle climate change https://t.co/LkDehj3tNn htt…",665252 +"RT @nytimesworld: “For us, climate change is beyond ideology”: How the Dutch are learning to live with water +https://t.co/Jtc8VERyh7",354103 +RT @CTHouseDems: We must resist any policies that would damage our country’s air quality and exacerbate global warming. https://t.co/jMYSt…,85482 +RT @WayneVisser: Here are 11 cities leading the global fight against #climate change - and some will surprise you! https://t.co/Fo3YAm5QN4…,96215 +RT @business: Trump plans to drop climate change from environmental reviews. Here's what else you missed from Trump today…,420392 +RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,836749 +"@JuliaHB1 1) please get some manners and 2) human-induced climate change is real, regardless if you like the idea of it or not.",96112 +RT @ReclaimAnglesea: 'Vocal minority': Wife of Liberal Party powerbroker quits over lack of action on climate change #auspol https://t.co/Z…,442655 +RT @path2positive: Mayor urged to sign letter to Trump on #climate change https://t.co/n6HrJH4zIp via @coloradoan https://t.co/O9nLXJZVPI,493632 +"RT @EcoInternet3: Tiny pests eating New Jersey's pines march north as #climate changes, report says: Philadelphia Inquirer https://t.co/tdg…",250104 +RT @ABC: New York billionaire Michael Bloomberg urges world leaders not to follow Pres. Trump's lead on climate change…,431638 +RT @nanjmay6478: Gore left his failed bid in 2000 with very little money. He has made mucho $ since on his global warming hoax. https://t.c…,260943 +RT @knoctua: ถ้าข้อสองนึกไม่ออก ให้นึกถึงลีโอนาร์โดดิคาร์ปริโอกับ climate change เอ็มม่าวัตสันกับ gender หรือถ้าดาราไทยก็ปูไปรยากับ immigra…,28195 +"RT @NatGeoChannel: Watch #BeforeTheFlood right here, as @LeoDiCaprio travels the world to tackle climate change https://t.co/LkDehj3tNn htt…",228403 +"RT @MarkusAWagner: Commenting on results of G-20 summit concerning trade, investment & climate change on @FRANCE24. @warwickuni…",434759 +"RT @sbpdl: If you want to see real climate change, look at 90% white Detroit in 1940 versus 7% white Detroit in 2017.... Demography is dest…",609858 +"RT @MoataTamaira: We should actually all be doing more individually to fight climate change though, right? +Esp now it'll have the added bon…",726626 +This Report discusses how taking the perspective of potential new impacts from climate change worries in their member states.,836744 +RT @YourTumblrFeed: stop global warming i don’t look good in shorts,387382 +RT @spectatorindex: BREAKING: G7 statement says the US is 'not in a position' to join a consensus on climate change,566453 +RT @kate_sheppard: It's possible to think that NYT has excellent climate change reporting AND that their hiring of Bret Stephens is an emba…,43761 +RT @kurteichenwald: China is now explaining the history of climate change science/politics 2 underscore to Trump they didnt do a hoax. God…,815572 +RT @ClimateCentral: This is what it's like to be a young climate scientist in the age of climate change https://t.co/QX7wfvDA6w https://t.c…,127076 +RT @ian_mckelvey: The science of climate change has exposed 'mass murderers' but the 59 MILLION babies murdered since 1973 is simply…,350807 +"RT @pablorodas: EnvDefenseFund: Thanks to global warming, Antarctica is beginning to turn green. https://t.co/fk7p7mBOeP",37942 +4 Irrefutable truths about climate change https://t.co/q1U3u0kgiV,367769 +Jill Pelto's watercolors illustrate the strange beauty of climate change data | MNN - Mother Nature Network… https://t.co/8M7xk0V0Aw,374290 +Pacific Islands accuse USA of 'abandoning' them to climate change - AppsforPCdaily https://t.co/ISXNmzUMv8,181464 +RT @TomSteyer: We won't allow Trump to erase the truth. We saved the EPA climate change pages here: https://t.co/VO60Pa2jc1 #climatemarch #…,806379 +RT @BizGreeny: How to combat climate change? Measure emissions correctly https://t.co/m9QZk6UVGB #GreenBusiness,61948 +"Act now before entire species are lost to global warming, say scientists: https://t.co/nFQjT7E3sz via @guardian #ActOnClimate",531906 +RT @Farooqkhan97: Participant's messages on climate change #climatecounts @PUANConference #cop22 #ActOnClimate https://t.co/gR2ZJTbA88,658791 +@realDonaldTrump if climate change & global warming dont exist then you were NOT elected president even Tillerman acknowledges it is problem,322278 +"RT @EcoInternet3: Hey anti-science @realDonaldTrump Arctic is 36 degrees hotter than normal and above freezing, still think climate change…",901920 +This is why I was trying to explain climate change to my 8yo this morning. He also asked if Grandma would be OK. (S… https://t.co/tuaF5c1k47,963328 +RT @JulieCameron214: @SGTROCKUSMC82 @Jmacliberty @GeorgeTakei EPA is climate change denier and Betsy devos...whoa,405596 +RT @medialens: The Independent reported this week that May's government ''tried to bury' its own alarming report on climate change…,11922 +17 House Republicans just signed a resolution committing to fight climate change #Congress https://t.co/0HfqZodX0g https://t.co/l235Yy7xph,74085 +"RT @MatthewGreen02: So May wants UK to help 'lead world' in protectionism, islamophobia, climate change denial and silencing opposition +ht…",616402 +RT @CNN: Badlands National Park deletes tweets on climate change https://t.co/DK1Q5UXxfg https://t.co/PIxD1Ix21K,280716 +"This. Is. Devastating. Trump's budget eliminates $ for ALL climate change research & programs, & strips ALL $ for U… https://t.co/aozlRaZEGs",798339 +“Social form of climate change” parallels are shocking! Internet regulation: is it time to rein in the tech giants? https://t.co/bknZR9b1Sd,133412 +"RT @TheDailyEdge: Well done if you voted Green. You helped elect a President who doesn't believe in climate change, loves coal and wants to…",739578 +RT @MAKERSwomen: Watch LIVE: Amy Poehler’s @smrtgrls talk science and climate change at 3:30pm EST for @BUILDseriesNYC:…,480835 +RT @Oxfam: #ParisAgreement is now in force but action is still needed to help the most vulnerable adapt to climate change. RT…,529150 +RT @VFW_Vet: Trump really doesn't want to face these 21 kids on climate change - Mashable https://t.co/u2ygkq5lpw,174969 +RT @thoneycombs: i don't really fuck with climate change analysis centered around how 'humans are a plague on the earth' or whatever,278166 +RT @savmontano: Our president doesn't believe in global warming so we're all doomed regardless,773548 +Pakistan not contributor to global warming but suffered enormously: Justice Syed Mansoor Ali https://t.co/75rgohtHYZ,737855 +RT @thehill: Ex-WH photographer posts photo of Obama in Alaska: 'Where climate change is not a hoax' https://t.co/7m3kr4Zasn https://t.co/X…,410542 +RT @emekapk: #Forests sequestration can help address global climate change https://t.co/iYixin9jkR,211669 +Michael Bloomberg and Mark Carney: How to make a profit from defeating climate change https://t.co/JDxKuGlBer https://t.co/OjiUE1KsNd,423622 +"We had two whole months for this snow to happen, and when it's actually time for spring it wants to snow. *cough* global warming.",708256 +"@NASA with the global warming how much has increased the earth's 'volume'?.if the ozone layer contains a fluid warm,u know the vol increases",448983 +"RT @NatGeoChannel: Watch #BeforeTheFlood right here, as @LeoDiCaprio travels the world to tackle climate change https://t.co/LkDehj3tNn htt…",186031 +"@smbjettyfiremen @lizard51 @RyanMaue You just don't get it man, global warming is causing all the cooling. 🙄",169019 +TanSat: China launches climate change monitoring satellite - BEIJING (APP) – China on Thursday launched a satel... https://t.co/LeU6QoJ6qN,101779 +RT @AstroKatie: Now would be a great time for the rest of the world to find ways to pressure the US on climate change and human rights.,650180 +RT @Da_Rug: the fact that it is going to be 80 degrees today and tomorrow makes me so sad and then reminds me of global warming which makes…,926550 +"RT @woodensheets: Funny, as much bad shit about Hillary there was, she actually was very in favor of net neutrality. Also climate change.",138491 +RT @ron_nilson: Reindeer shrink as climate change in Arctic puts their food on ice https://t.co/EPiQLQN9dL,391450 +"RT @mrbigg450: @tedlieu @DearAuntCrabby 'No such thing as climate change' , coming from someone who is burnt orange.",934166 +"“Oklahoma hits 100 ° in the dead of winter, because climate change is real” by @NexusMediaNews https://t.co/qe0bUUX3Y7",697839 +RT @pablorodas: ClimateCentral: February’s record warmth was brought to you by climate change https://t.co/EHI8h8CssD https://t.co/Q1n9UzOz…,720023 +@AltNatParkSer gives a great new HONEST voice to support climate change research! Go Resisters!,971780 +"RT @ClimateReality: Pruitt denies CO2 is a primary contributor to climate change. + +In other news, cigarettes are healthy and the moon i…",748213 +RT @sarahkendzior: I attended a conference with Pres Niinistro a few months ago. Very concerned about climate change. Should ask him v…,926054 +@meowlickss @BrendaPatt1 @FoxNews @michellemalkin Lol we were talking about global warming you twit.,308665 +pehlay itni garmi hai upar se tire jala ke aur ziyada global warming ko contribute kartey hain,210959 +"RT @jeremycorbyn: . @theresa_may, for the future of the planet, you must remind @realDonaldTrump that climate change is real & not a hoax i…",757381 +RT @BuzzFeedNews: Thousands of science teachers are getting packages in the mail with misinformation about climate change…,519967 +"@tsetiady With global warming and overpopulation, nuclear war is the only hope to protect the Earth from human greed, eh? Very reassuring",517695 +@ClimateNexus @LeoDiCaprio Trump can’t stop corporate America from fighting climate change: https://t.co/64KOxpocNF via @slate,828619 +"@KevinJacksonTBS Actually Nancy, the dishonesty necessary to sell catastrophic, doomsday climate change to any&all… https://t.co/hBLxlrXbw4",786684 +Trump's energy staff can't use the words 'climate change': https://t.co/zkfoHQUqgn,654141 +China very kindly explains to Trump that it didn’t invent climate change as a hoax. https://t.co/H33ga7bosm https://t.co/BCVbGqZbWB,26799 +RT @sweetcheeks5358: The Department of Energy has banned the use of terms 'climate change' and 'emissions reduction' https://t.co/53wgtgjPo2,291929 +RT @ActOnClimateVic: For our mates up in Donald + Charleton: Have your say and encourge Buloke Shire to ramp up action on climate change…,482170 +RT @CBDNews: On Cancún Declaration adopted at #COP13 'Protecting forests is the best way to fight climate change'…,853745 +It is truly a new world when China warns Trump against abandoning climate change deal https://t.co/aQtRZcVkT7 via @FT,300939 +"RT @RobertKennedyJr: A powerful new tool reveals how climate change could transform your hometown +https://t.co/fho5y4uWJn",510814 +"RT @EllenGoddard1: California's conservative farmers tackle climate change, in their own way https://t.co/KTRzYCiOp6",167713 +RT @ivanka: Is climate change real? https://t.co/Q4gcA4azEt,265139 +RT @staycray: y'all voted for a man who thinks global warming was created by CHINA and that's not even the worse thing he stands by,155267 +RT @nytimes: A cheap fix for climate change? Pay people not to chop down trees. https://t.co/fkhYNUYhxQ,228872 +"RT @SominiSengupta: This seed vault was to last forever and save our species. It flooded. Because, well, climate change: https://t.co/8G6rL…",384335 +@isabaedos but did the climate change before humans? Yes.,813193 +CO₂ released from warming soils could make climate change even worse than thought. https://t.co/gkRi3ptlEn,38282 +RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,183876 +RT @BernieSanders: #ImVotingBecause the future of the planet is at stake. Hillary Clinton will combat climate change. Donald Trump thinks i…,720812 +RT @Redpainter1: 2 hurricanes in ten days and the mother fucker in the White House still says climate change is a hoax #Irma #Harvey,109534 +RT @KamalaHarris: I intend to fight. I intend to fight against those naysayers who say there is no such thing as climate change.,259492 +"@Rangersfan66 ������Trump/Russia,Orlando massacre had nothing to with Isis,climate change causes terrorism - all prove… https://t.co/FBaoD0WCpF",246290 +#Finnish Gold&Green Foods developed a #vegan meat alternative that could help mitigate climate change. https://t.co/FSuRC40eR7,763749 +@ToryShepherd Birds of a loopy feather deny climate change together. :),642286 +Bloomberg optimistic at start of climate change summit https://t.co/AqQKPRlB02,867952 +"RT @RadioNational: Every day, these scientists face evidence of climate change. They explain how they cope https://t.co/F5Qh4HAeK3 https://…",8216 +@cathmckenna @COP22 @IISD_news more aviation fuel burned impacting the climate change hoax,320110 +RT @billmckibben: Shell took a good long look at climate change--and then went back to drilling. https://t.co/hP7ssox6nG,21464 +"RT @black2dpink824: [FANACC] + +F: Unnie, you're the cause of global warming + +JS: Why? + +F: Because you're so hot + +JS: �� + + https://t.co/RKYiI…",310567 +RT @dana1981: Trump @EPA cuts life-saving clean cookstove program because it mentions climate change https://t.co/aG3LVfDgu6 via @thinkprog…,615005 +"RT @CNNDenverPJ: Al Gore talking climate change and stumping for Hillary in Boulder, CO today https://t.co/veNZJ30JNu",53859 +RT @politico: Pruitt backtracks on climate change https://t.co/GeGxV6ceim https://t.co/IxkjIZrtDq,297063 +Why don't we talk about climate change more? - Grist https://t.co/GxY4X5iPt4,264190 +@EnergyPressSec @SecretaryPerry Too bad climate change DOESN'T CARE.,443998 +Who says climate change doesn't have poetic justice? https://t.co/aF4IERXAnR,757742 +"RT @BryanJFischer: Eco-tyrants: we've passed 'point of no return' on CO2, climate change irreversible. OK, then, LEAVE US ALONE. https://t.…",754862 +Oh god..I just remembered that Trump and the Republican Party refuse to acknowledge climate change is an issue. GREAT! 🙃 #triggered,725854 +"People who deny climate change, C02 issues, poison water…they do it for money. All of it. All of it to make more money right now.",890956 +Donald Trump is slashing programs linking climate change to U.S. national security https://t.co/i3mOc1eVXb by @AlleenBrown,321055 +RT @MattBors: Florida. Half the state's going to disappear in ten years due to global warming. They're going for the guy who says it's a Ch…,634254 +RT @thehill: EPA flooded with phone calls after EPA head denies CO2 role in climate change: report https://t.co/Q2F7fFl1qS https://t.co/32g…,235754 +RT @EnvDefenseFund: Stuck trying to explain how humans are causing climate change? Here are 9 pieces of evidence that make it easy. https:/…,558955 +"RT @TwitchyTeam: PITIFUL! These ‘instructions’ for climate change protest against Trump’s EPA pick read like stereo instructions + +https://…",65287 +RT @bebraced: Indigenous knowledge crucial to tackling #climate change https://t.co/ncJ2WBDPBM #CBA11 @UNESCO @ODIclimate @IIED…,484377 +I got hot af real quick and now it's cold again. Damn global warming,10455 +"Hey CA48: Just another article showing that DR's 'climate change denial' is WRONG! Pruitt on Climate Change, Again: https://t.co/FuY8v6llAR",286352 +RT @SethMacFarlane: HRC proposes installing half a billion solar panels by the end of her first term. Trump thinks climate change is a hoax…,113454 +The problem with Donald Trump's stance on global warming - https://t.co/YICxNb2Fc4,461270 +"RT @Ashley_L_Grapes: #trump, you promised to represent the people, and we believe in climate change. Please rethink your pick for EPA! Our…",488570 +UK government signs Paris climate change agreement - Sky News https://t.co/G9GLQ0ONx5 #WYKO_NEWS,887186 +Do you think all republicans are wearing hats and scarves today since global warming doesn't exist?,758368 +@HuffPostPol Mike Pence lies as much as Trump and knows full well that climate change is a nonpartisan issue!,814188 +RT @NatureClimate: Air pollution deaths expected to rise because of climate change https://t.co/WyB2KaODDM --- NatureClimate in the news,8804 +Naw just the end of civilization as we know it due to climate change. Great movie score if you like crying and I… https://t.co/PF94RLnwUJ,919559 +RT @mattblaze: Most Americans think global warming is real but will only harm others. Interesting study of how we view risk. https://t.co/Y…,902551 +"RT @billmckibben: Hey, a hit of good news: judge allows youth lawsuit against fed govt on climate change to proceed! https://t.co/P4Y11CEbaQ",836655 +"RT @DineshDSouza: Who are you gonna believe, the global warming lobby or your own lying eyes? https://t.co/XceQUoV9im",259266 +~minor~ details: our new president thinks climate change is a hoax and the KKK openly supported him https://t.co/ITU77sQeGi,843290 +Not only climate change: use/abuse fosil fuel kills 1.7 million children under 5 each year https://t.co/KaU5cm33QI,89878 +"#UpgradeTheGrid video shows how to turn down dirty power plants, clean our air, fight global warming & save us money https://t.co/jCk8gpZ8up",177737 +RT @TheSpinoffTV: 'Bill English says Kiwis don’t care about climate change. That’s not true for the kids I teach on the West Coast' https:/…,709915 +RT @jawshhua_: It's November in Vegas and I'm still wearing shorts and a t-shirt... but global warming doesn't exist right? 🙃,538854 +"@realDonaldTrump confirms the withdrawal from Paris Agreement. He says it's not the climate change, it's just weather. ��",916160 +"RT @FastCompany: Yes, the Vatican has a tech accelerator–and it’s focused on launching startups that tackle climate change. https://t.co/0P…",226541 +"Trump has claimed that climate change is a hoax, so what will that mean for environmental policy on Delmarva? https://t.co/bZRszN5OLx",138347 +Hey @realDonaldTrump good thing all that climate change is bollocks right? All hell breaks loose as the tundra thaws https://t.co/CCDDpyD2ue,189907 +RT @RepJaredPolis: The National Climate Assessment is vital to combating climate change. Disbanding it will only set us back. https://t.co/…,835957 +RT @UCSUSA: MYTH: you have to be a certain type of person to care about #climate change. https://t.co/NgdyNl2G7V https://t.co/h5VXTBHArV vi…,2453 +"RT @jaketapper: On Friday the EPA removed most climate change information from its website, to “reflect the approach of new leadership,' pe…",288234 +"RT @nature_org: If we are going to slow climate change, we must emit less carbon. Protecting nature is critical to that. https://t.co/boTRe…",892628 +#U.S. environmental agency chief #humans #contribute global warming https://t.co/snwYoz2ehP,347594 +"RT @HillaryClinton: 'If you believe in science and that we have to act on climate change, then you have to vote!' —Hillary https://t.co/jfd…",235588 +"RT @Cernovich: Same 'experts' who said Hillary would win claim 'climate change' is real. LOL! Go away, morons, you know nothing and you los…",468709 +"If we want to stop climate change, we're going to have to pay for it https://t.co/T8MsVTF192 via @HuffPostGreen",475853 +"RT @SenatorSurfer: This guy is on my witness last for Senate inquiry into climate change and oceans. Tonight he was close to tears, vi…",508767 +"RT @RiceRPLP: Religion plays a bigger role in evolution skepticism than climate change denial, (our) study finds… ",141974 +Google:Mountain glaciers are showing some of the strongest responses to climate change - UW Today https://t.co/mlVZuY6PKw,505807 +RT @TeamTrump: .@realDonaldTrump will cut taxes & cancel billions in global warming payments to the UN so we can use that money to…,966179 +Trump abolishes climate change in first moments of regime https://t.co/z0VYLcuWKR,800564 +Before the Flood - special screening of this climate change documentary with special guests. At The Brewery Mon 13t… https://t.co/a678gGzGiu,897987 +RT @voxdotcom: We have to bury gigatons of carbon to slow climate change. We’re not even close to ready. https://t.co/eFBz9xvbnN,566665 +"RT @MarsNoelle: Don't talk to me about global climate change if you eat meat, it's like drilling a hole in your boat and complaining about…",31082 +"be formal or informal, find solution for climate change + +@PUANConference @PakUSAlumni #ClimateCounts #COP22",893407 +"Republicans want to fight climate change, but fossil-fuel bullies won't let them - Washington Post https://t.co/VjnrLXELTm",497793 +RT @JRX_SID: Salut Leo DiCaprio sdh berani bikin dokumenter tajam ttg global warming: kritis mengupas nama besar di balik polemi…,271869 +"On global warming and the economy, we’re trapped in an idiotic netherworld https://t.co/GXxDUypyFl https://t.co/If9zgSI0yn",952902 +#EarthHour! Turn off lights at 8:30. But remember animal agriculture is the main cause of climate change! Go Vegan… https://t.co/fyYB0uUJGq,249204 +RT @ReutersUS: NY prosecutor says Exxon's climate change math 'may be a sham' https://t.co/Hhzc7ed6oj https://t.co/OVmoo33UuK,425573 +Donald Trump's likely scientific adviser calls climate change scientists a 'glassy-eyed cult' https://t.co/0t9P2NzGqb,857643 +@MSNBC I hate with a dose of reality. Learn 2 work hard & stop whining about safe spaces and ur global warming hoax. Grow up and make ur way,970991 +@Tyguylf4 mine knows global warming is a figment of the liberal media,820814 +RT @mishacollins: Good point! @realdonaldtrump IS the candidate who might end global warming by bringing us nuclear winter. DON'T BE…,771165 +How hot are you on global warming? Try our climate change quiz: What is the impact of… https://t.co/kJOR3ho8o0,522475 +Former US Energy Secretary Steven Chu excoriates the Trump White House's climate change policies:… https://t.co/erdKJIU9LE,134378 +"RT @Reuters: In a rare move, China has criticized Trump's plan to exit the Paris Agreement on climate change:…",208843 +"RT @twizler557: Trump is jeopardizing Pentagon’s efforts to fight climate change, retired military leaders fear - https://t.co/r4rdvoNde1",781292 +Cartoon: If the media covered climate change the way it covers Hillary's email https://t.co/SzPDHxISd3,488788 +RT @tveitdal: 50 countries who are disproportionately affected by global warming vow to use 100% renewable energy by 2050…,56755 +"Depression, anxiety, PTSD: The mental impact of climate change It's a dream many city-dwellers long for: moving to… https://t.co/vshmH8hxB2",677231 +And the next president thinks climate change is a hoax created by the Chinese... https://t.co/3xyMhii5u4,430403 +"RT @tarotgod: when will ppl understand that global warming, deforestation, & consumption of animal products is a bigger threat to the earth…",492666 +RT @Aprilll_Mariee: Your Wcw doesn't believe in climate change :(,690704 +How will climate change affect the cost of water? A natural resource economist explains. https://t.co/fjTnNwZVL9,86820 +RT @planetizen: For the good of the planet: a series of four courses on local actions for climate change. https://t.co/2k9vZipnN9 https://t…,729700 +"RT @Moltz: Remember, everything Trump does, from deportations to promoting global warming to congratulating dictators is on the whole Repub…",910595 +#NEWS @USATODAY Punchlines: Want to fix climate change? Just ban the phrase! The week in… https://t.co/iQ8bHZlVVC,627411 +RT AP_Politics: White House official: Trump feels 'much more knowledgeable' about climate change after discussions… https://t.co/N6SFqTCEIE,544675 +Reindeer shrink as climate change in Arctic puts their food on ice | World news https://t.co/e0E9ZZId6B via @ZosteraR,236936 +"RT @OhNoSheTwitnt: [Trump reads that it's the first day of Winter] +See? I called it! I told you that global warming was a myth!",707145 +"RT @ryebarcott: Europeans 'think impacts of climate change such as severe floods and storms are already affecting them, according t… ",723320 +RT @yceek: Breaking discovery: the entire 'climate change' scare is based on faulty mathematics. .. We all KNEW!…,534852 +RT @energyenviro: 'Heat island' effect could double climate change costs for world's cities https://t.co/2t9Gv1oeoj @physorg_com #cities #H…,585851 +"RT @eemanabbasi: Let Harvey (& Sandy, Katrina etc) be a lesson to our leaders tht climate change is real-and deadly. Innocent ppl will keep…",789872 +"@NASAClimate On the other hand, many THOUSANDS of scientists agree global warming is real.",489844 +RT @thehill: Trump climate change order undermines Paris climate deal: https://t.co/EUiCV4L1i3 https://t.co/SQWAIy36bD,626956 +How will a warming climate change our most beloved national parks? https://t.co/wMSl2k0CD0 by #NatGeo via @c0nvey,520654 +@CounterMoonbat In 1970 it was global cooling in the 1990 it was global warming. Now its climate change. Now they'v… https://t.co/UluO1CebfD,466279 +Via @RawStory: Farmers can profit economically and politically by addressing climate change https://t.co/lI1pGI51Rt… https://t.co/ttxZy8VgfP,615839 +RT @GarbageApe: Here's an illustration of the Guardian article 'Neoliberalism has conned us into fighting climate change as individ…,340614 +"If governments were serious about climate change, they would stop funding the problem. #StopFundingFossils… https://t.co/AnHYoy3JBc",578623 +"RT @sleavenworth: Trump picks leading climate change denier to guide NOAA, alarming agency scientists, by me https://t.co/bNP3xxO9ur",986836 +RT @Bill_Nye_Tho: all i wanna do is *gunshot* *gunshot* *gunshot* *gunshot* *click* *cash register noise* and talk climate change,699946 +RT @HarvardCGBC: New #research: Could #governments and oil companies get sued for inaction on #climate change? via @TorontoStar…,491981 +"RT @TheAtlantic: Yes, global warming is real. Here's the kind of question that climate scientists are actually trying to answer.… ",302985 +RT @Doughravme: Left pressures Clinton for position on pipeline https://t.co/XBr4ogxQu3 Back #JILL & work at slowing climate change for our…,821321 +RT @zxkia: if global warming doesn't exist then why is club penguin shutting down,872096 +From Can making houses smarter help combat climate change with a denier.,83112 +Indigenous Canadians face a crisis as climate change eats away island home: Rising sea levels mean that Lennox… https://t.co/IKCBKFlmiO,916902 +"Scott Pruitt's latest climate change denial sparks backlash from scientists, environmentalists https://t.co/IgRFMU6tQh",74318 +"RT @FemaleKnows: Me: *Enjoying Life* +My brain: you're broke, a nuclear war could start soon, and global warming is getting worst https://t.…",41781 +"RT @Slate: At Exxon, Tillerson allegedly used a hidden alias email to discuss climate change: https://t.co/5DJd1yZL20 https://t.co/uE2qVx59…",108426 +An idiot who thinks climate change is a hoax created by China. Who wants to get rid of the Environment Protection Agency. #Election2016,540514 +RT @SenatorShaheen: Shameful that @EPAScottPruitt refuses to accept science & the role CO2 plays in climate change-isn't up for debate http…,350015 +RT @caitylotz: EPA head doesn’t believe we are causing global warming. Friday @EPA took down most info on climate change science f…,504130 +RT @NickMcKim: Oh dear. I said in the Senate today that Trump thinks climate change is a Chinese hoax. Nationals Senator Barry O'Sullivan s…,569630 +Trump makes major change to US climate change narrative #KeepItInTheGround #ClimateAction https://t.co/nnSdV3DFkr,48076 +Clean cars' will save us from climate change deniers - The world is turning to clean energy and so is the car ind… https://t.co/Nl41uFsaOc,582428 +RT @bpolitics: Donald Trump's position on the origins of climate change remains a mystery https://t.co/iz0JU2v3AV https://t.co/UT5sfaFb0h,678581 +The EPA removed most climate change information from its website Friday https://t.co/iTyuDwbal2 by #CNN via @c0nvey https://t.co/YdZIstMX7H,933542 +"RT @MaryMcAuliffe4: short intro to DUP-not big into women's rights,LGBTI rights,climate change or opening businesses on Sundays! https://t.…",204455 +RT @CNN: Jill Stein: Al Gore needs to 'step up' in climate change fight https://t.co/lHr8LM7ULI https://t.co/RfKZquMLBk,483251 +RT @DJ_Pilla: Everyone pls watch @LeoDiCaprio documentary #BeforetheFlood It is an important/interesting look at climate change. https://t.…,101551 +@PeterGleick Crazy. And even crazier how some people don't believe in climate change..,596456 +"RT @pharris830: Trump natl security advisor thinks Obama is a secret muslim, EPA head a climate change denier, and considering Ted Cruz as…",98551 +RT @WIRED: .@AlGore answers all your burning climate change questions. https://t.co/MYHtlsR2jF,136985 +"RT @ABC: US to continue attending UN climate change meetings, even as Pres. Trump considers pulling US out of Paris agreemen…",378502 +"RT @c40cities: How to fix climate change: put cities, not countries, in charge - +Benjamin Barber https://t.co/3gFPlt3cjT https://t.co/ydhM1…",661017 +@itisprashanth nee Enna ramanan sir eh ?? Dae naayae unaku Enna theriyum climate change pathi ??? Daily firstu Nee kuli,631081 +Government climate change report contradicts Trump's claims: NYT https://t.co/uCgymaRsV0,397495 +Plus investigation into Tillerson's @exxonmobil on climate change. @AGSchneiderman job is to do these inveatigation… https://t.co/Ex52U3Q1O7,429301 +RT @EdwardARowe1: Investors worth $2.8 trillion are uniting against Donald Trump's climate change denial https://t.co/3Io8bOap1K,653053 +"RT @BloktWriter: 'You will die of old age, our children will die of climate change' #NativeNationsRise #NoDAPL by #RuthHHopkins https://t.c…",873776 +"Mereka, borjuis, dengan konsumsi tumpah ruah, mobil pribadi dengan AC dingin, kamar dingin, mungkin tdk trll mrskn efek climate change.",85162 +"RT @NPR: Trump thinks climate change is a hoax & and it probably won't be hard for him to ditch the Paris climate deal. + https://t.co/HZyfy…",721865 +RT @newscientist: Trump could land fatal blow to the fight against climate change https://t.co/zPo0wntgIb https://t.co/FBIaQwPsur,142098 +"Retweeted Climate Reality (@ClimateReality): + +Idaho has dropped climate change from its K-12 science curriculum.... https://t.co/BoUYPdppcN",957871 +RT @amjoyshow: CDC cancels major climate change conference https://t.co/autQvEom5D via @thehill,885270 +RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,63750 +"@FT US has possibly been the highest contributor to climate change funds,G19+1 will feel the strong pinch in time.",258944 +RT @climatehawk1: Australian farmers planting in smart greenhouses to combat #climate change | @ABCNews https://t.co/ggaqEkX1Yz…,86728 +"Letter to the editor: Pipeline, climate change threaten Maine directly - https://t.co/mEl3pL812g...",70534 +RT @BernieSanders: #ImVotingBecause the future of the planet is at stake. Hillary Clinton will combat climate change. Donald Trump thinks i…,790364 +"RT @jedrlee: Hey girl, are you climate change? +Because I'm going to ignore you until you fuck me.",643306 +RT @peterwhill1: That global warming hoax still gets traction though eh???? https://t.co/yG0sWlN2bm,298528 +"RT @washingtonpost: 'It was really a surprise': Even minor global warming could worsen super El Ninos, scientists find https://t.co/JFQ0aTB…",240070 +everybody who brews ale and watches the yeast all die should be able to understand the basic principles of genocidal global warming effects,445578 +RT @CheHanson: We're about to have a president who said global warming is a hoax created by the Chinese.......,678471 +World leaders reaffirm commitment to fighting climate change - Fox News https://t.co/ATN9mityft,112618 +@harrowsand @hockeyschtick1 @tan123 yes this gender crap and climate change lie is alive and well down here in Australia,838761 +"@ThatTimWalker @adamboultonSKY because climate change denial fundamental 2 all of them, those r the regulations Rees-Mogg & co want rid of",604353 +The ECB’s ‘quantitative easing’ funds multinationals and climate change | Corporate Europe Observatory https://t.co/14mRp24hQ3,355764 +WEN have joined the call on health leaders to recognise and act on the interconnectedness of climate change and hea… https://t.co/dd9e7qSTh4,829347 +"RT @PenguinUKBooks: This month, we're launching #LadybirdExperts: a new series for adults, covering climate change to quantum physics.… ",157025 +"@Foxgoose @CllrMikePowell + +Well I certainly don't teach them that man made climate change is a conspiracy theory",528161 +RT @JuddLegum: 3. The problem is that doing something about climate change requires principles and sustained action.,439782 +@bitchxtheme @BABEXFETT we have strong feelings about global warming and 100 demons https://t.co/MyIxd91E9F,412030 +.@joni_yp from @UNICEF_uk children are most vulnerable to climate change,764877 +RT @niallweave: all because of electoral votes the next president is a racist misogynist climate change denying ignorant piece of s…,53914 +@trueelite7 @YGalanter @Unfather @mark_desser @seanhannity The most scary: - There is no climate change!,197159 +RT @NewSecurityBeat: “Experts predict climate change will spur some to move from their homes. How will national security be affected?”…,87861 +synergize - the #COP process tackling climate change goes hand in hamd with implementation of #NewUrbanAgenda https://t.co/Azl4RLrENr,626983 +RT @SenSanders: We have a president-elect who doesn't believe in climate change. Millions of people are going to have to say: Mr. T…,852887 +RT @SenSanders: If we don't address climate change there'll be more conflict over limited resources. We must listen to scientists not fossi…,130659 +An open letter from academics to the Trump administration on climate change. Sign away folks: https://t.co/DTdan9GQei #ParisAgreement,532269 +RT @gazregan: EPA head falsely claims carbon emissions aren’t the cause of global warming https://t.co/QacsYI1glT,721124 +"US Alumni in Pakistan are discussing climate change this weekend - +Dr. Ramay #ActOnClimate https://t.co/SWKtydZuRi",207930 +RT @EverySavage: Pruitt’s office deluged with angry callers after he questions science of global warming - @washingtonpost #Resist https:/…,555759 +RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,971279 +RT @MousseauJim: Ya now you are muzzling scientists that have proven the climate change is a scam. https://t.co/8AiGh1nTGO,303159 +RT @PopSci: The mystery of Greenland’s icy history could help us survive climate change https://t.co/WpPU06H8T4 https://t.co/wPK2gCMxLo,507693 +"RT @LeeCamp: The fossil fuel industry is spending millions to fill K-12 schools with pro-oil propaganda, to breed more climate change denie…",465871 +"China warns Trump on climate change + +BUT Obama gave China green light for 100's of additional coal fired plants! https://t.co/jnyW5BH4oT",934290 +@TheRealRolfster @MattMcGrathBBC there is plenty of evidence of climate change. However there is few evidence for denial. Come on +,182683 +RT @Newsweek: Why did Donald Trump ignore Ivanka on climate change? Al Gore has the answer https://t.co/Qj2NuRvgR7 https://t.co/mg5DQQ1fIt,825197 +Lmao wait.... global warming??! https://t.co/H8SAHdBpzM,436717 +RT @Fusion: Cartoon: If the media covered climate change the way it covers Hillary's email https://t.co/SmFbaJ97YT https://t.co/U41LmmKl9R,866022 +@DattiloJenna climate change,113016 +RT @Oxiunity: if global warming isn't real why did club penguin shut down,244750 +RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,502527 +RT @stewartetcie: Ummm... This op ed is from the husband of Canada's minister responsible for climate change. https://t.co/iachAlgpT7,162559 +RT @sad_tiddies420: Trump's top choice for the Environmental Protection Agency is a top climate change denier https://t.co/0FVQJdmIPG,463464 +Why did God bring this hurricane ��' last I checked we are the cause of climate change so.. �� pick ur responsibility up and shut yo mouth,763405 +RT @SethMacFarlane: HRC proposes installing half a billion solar panels by the end of her first term. Trump thinks climate change is a hoax…,18702 +"In race to curb climate change, cities outpace governments: A surfer carries his board as… https://t.co/RWwQDNHN49",238567 +"Trump's new Communications Chief is an anti-science, young Earth, climate change denier. Scum rises to the top. https://t.co/Kw5bbFNooQ",704788 +Hot weather is getting deadlier due to climate change: https://t.co/bIy6F0fNhB via @researchgate,651389 +New York AG: Sec. of State Tillerson used pseudonym 'Wayne Tracker' to discuss climate change while CEO of Exxon… … https://t.co/P3LuNOHmoi,744950 +"#science China to Trump: Actually, no, we didn't invent climate change https://t.co/AvPNdxzjJY https://t.co/OeyeVfJP94 #News #Technology …",129143 +Educate yourself! >> 'How cities can stand up to climate change' via @Curbed https://t.co/w8XT9xqT8A https://t.co/jR4XtmxvNZ,384556 +"RT @robn1980: #Russia a 'growing threat' say MI5. Not up for discussion: tangible threats such as climate change, austerity, fore…",76106 +Experts say global warming may make fish toxic https://t.co/0YIJNfeFcP,256890 +Just watched Leonardo DiCaprio's excellent and eye-opening documentary on climate change entitled 'Before The... https://t.co/n6UQmRfZHX,520293 +Adani Carmichael mine opponents join Indigenous climate change project: The Wangan and Jagalingou are divided over… https://t.co/AP2BifvQoQ,889555 +RT @CivilJustUs: How do they expect us to care about global warming with all this penguin on penguin crime?? https://t.co/HypysWHvVV,746129 +David #Attenborough on climate change: 'The world will be transformed' – video https://t.co/pbn3b51Hp7 #climatechange,427951 +@benshapiro to really make it global warming you need to mention how it's the worse rain in years,731007 +Could abrupt climate change lead to human extinction within 10 years? https://t.co/blubAHZ9qX @whitleystrieber @earthfiles @coasttocoastam,429288 +RT @CatherineForNV: I believe in science. I believe in climate change. Let's protect our precious resources including the air we breathe &…,20860 +"RT @OwenVsTheWorld: The earth is dying and our well-educated, elected officials deny climate change to protect the corruption but.. sho…",993045 +Increasing tornado outbreaks -- is climate change responsible? | EurekAlert! Science News https://t.co/4QQ571wMt7,176478 +"@nbc6 .Earth is not going anywhere. Alaska's Bogoslof Volcano erupted Sunday, sending ash 35,000 feet into the air. that is climate change.",895762 +"@mashable global warming for sure,maybe someone should alert Al Gore and others....",569333 +RT @LoganWi91912989: @SpeakerRyan Great! Glad you will be working on climate change.,212305 +Pollution cause climate change because pollution were designed by sin. It changes what God original plan for this earth. #climatechange,725658 +RT @HeadphoneSpace: @Roger_McYumYum @SenSanders @acobasi the possibility of a rational approach to combatting global warming.,728982 +12 #globalgoals are directly linked to climate change. The #ParisAgreement is... https://t.co/ExW7IJ5Pvm by #ClimateReality via @c0nvey,933352 +"RT @NatGeoChannel: Watch #BeforeTheFlood right here, as @LeoDiCaprio travels the world to tackle climate change https://t.co/LkDehj3tNn htt…",484356 +RT @mariaah_s: open this tweet for a secret message ㅤㅤㅤㅤㅤㅤglobal climate change is real. ㅤㅤㅤㅤㅤㅤㅤㅤㅤ,255786 +"Offshore wind, clever concrete and fake meat: the top climate change innovations! �� https://t.co/NgBUvjBolJ",829635 +"An activist hedge fund put a climate change denier on the board of NRG, which is trying to boost renewables https://t.co/jIhRD5HViu",334593 +RT @BernieSanders: #ImVotingBecause the future of the planet is at stake. Hillary Clinton will combat climate change. Donald Trump thinks i…,188684 +"Rick Perry wants to hold a dangerous, totally BS debate on human-caused global warming https://t.co/cnBAAtNtBM",815072 +"please watch chasing coral on netflix, and maybe you'll believe in global warming !!!",442122 +shareholder proposals re climate change; C) It's a great talking point to show that Wall Street is recognizing the significant economic /5,36020 +Mondo: 4 PMI su 5 temono impatti del climate change sul business. Italia: rischio sottovalutato https://t.co/TNJ4wedF41,421230 +"WashPost: Thanks to global warming, Antarctica is starting to turn green https://t.co/IwZfY196kk @chriscmooney",627623 +"RT @ChrisJOrtiz: joe: im going to keep the nest password +barack: no youre not +joe: well see if they believe in global warming when i…",980821 +"RT @TwitchyTeam: ‘Do you even science, bro?’ Neil deGrasse Tyson uses the eclipse to prove climate change, trips over SCIENCE https://t.co/…",781008 +"RT @michiganprobz: According to Popular Science everyone will move to MI in 2100 due to climate change..hopefully they be done with I75 +htt…",645631 +RT @JulianCribb: Global 'March for Science' protests call for action on climate change https://t.co/EClvgfNgqg,163845 +RT @Reuters: EPA chief unconvinced on CO2 link to global warming https://t.co/wjaK7belcz https://t.co/NgWBbXPP7u,949415 +Most people don't see how climate change is affecting their lives—and that's a problem https://t.co/U6Ukh4kmqd https://t.co/cD6F7HfOs9,284280 +RT @bets_jones: I just joined @NatGeoChannel @21CF in combating climate change. Take action #BeforeTheFlood https://t.co/68CDtDHzHI,961923 +"@alroker +Saw your interview on global warming being real. You should post. ���� +#WeAreAllStewardsOfEarth",138561 +How bucking climate change accord would hinder fight against HIV/AIDS https://t.co/FocaxMSIli https://t.co/fd2FTDJh8c,935550 +"RT @Bentler: https://t.co/rhXbB8VlTO +(Audio) Even in Texas, people worry about climate change +#climate #texas #transition https://t.co/AIBt…",832262 +The CDC canceled a climate change event. Al Gore will host it instead https://t.co/ToezHV4wiZ,712116 +Reports: Trump meets Al Gore for 'extremely interesting' climate change discussion https://t.co/ySmkVvNpFr,713337 +RT @TeslaMotors: Rising temperatures put millions at risk as climate change hotspot @third_pole (world's 3rd-largest store of ice) is melti…,784039 +RT @BrooklynSpoke: Our mayor is so concerned about climate change that his SUV drivers leave their engines running while he rides a st…,702165 +RT @dumbwinks: maybe jesus isnt coming and we've neglected warnings from scientists about climate change for over 30 years,738465 +RT @RichardMunang: Africa smallholder farmers among the most affected by climate change https://t.co/5EXIbOzUUw via @NewTimesRwanda,132050 +Good discussion on cross-party climate change policies in #chch tonight with @KennedyGraham @stuartsmithmp & Denis… https://t.co/FezLTceUKs,499967 +Putin thinks Russia will benefit from climate change and communities will ‘adjust’ - https://t.co/T9kEIY3xdx https://t.co/l8m1OhoN7M,367567 +Trump admin do not believe science about global warming and challenge it based on Technology. #inanefuckingidiots,623626 +RT @danadolan: Great chapter on US climate change policy in @r_deLeo's Anticipatory Policymaking. Doubling back to the chapters I impatient…,825528 +RT @nvisser: Pretty much EVERY living thing on the planet has already felt climate change https://t.co/Xh0AfQWCS7 #COP22,375901 +fuck global warming ��,810713 +"RT @Alex_Verbeek: ���� + +Artist takes on climate change with giant sculpture in Venice Canal + +https://t.co/hK6LNoxQOv #climate #art…",712277 +"Climate deniers welcome climate change, in a cognitive dissonance larded by self interest #conspiracy",102007 +Most people don’t know climate change is entirely human-made | New Scientist https://t.co/m0OVMJ7pII,187527 +#stopthechange check this informative image out to figure out ways to prevent further climate change! https://t.co/frjYMUj1k6,378155 +RT @SethMacFarlane: HRC proposes installing half a billion solar panels by the end of her first term. Trump thinks climate change is a hoax…,634492 +"RT @guardian: We can fix climate change, but only if we refuse to abandon hope | Zoe Williams https://t.co/nKoxFUrkJr",675346 +RT @Lutontweets: Monster snowstorm in Colorado forces postponement of climate change & global warming rally https://t.co/XLdWHNFQVy…,901159 +RT @SenSanders: We have a president-elect who doesn't believe in climate change. Millions of people are going to have to say: Mr. T…,466180 +The most effective individual steps to tackle climate change aren't being discussed https://t.co/4HShGrNZ0x,915897 +"RT @jimferguson: What do Dutch trains have in common with climate change deniers? + +They both run on wind power. + +https://t.co/kyQYVV20W4 vi…",804521 +RT @guardian: Merkel vows to put climate change at centre of G20 talks https://t.co/jUWpHBrp2k,145454 +David Hempleman-Adams urges climate change action after Arctic voyage https://t.co/QNcbaoTFUH,178673 +RT @MomKnwsShopping: #NYPost Meteorologists debunk EPA chiefs climate change denial https://t.co/94QdNlJZ1i,617471 +RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,875322 +RT @OSU_Beaver4life: 'X' marks the spot. #LookUp �� #GeoEngineering #chemtrails the real global warming. ✈️ ��@Dan_E_V @TruthSeeker2115 http…,129150 +We just lost an an area of sea ice as big as India to climate change https://t.co/t1obYQIAZB,622678 +RT @SenSanders: If we don't address climate change there'll be more conflict over limited resources. We must listen to scientists not fossi…,21744 +RT @Fusion: America is about to become the only country in the world with a leader who doesn’t think global warming is real.…,704991 +China may leave the U.S. behind on climate change due to Trump https://t.co/mark30IqCj via @YahooNews,519115 +"On climate change, Scott Pruitt contradicts the EPA’s own website +https://t.co/G2OKWG2syZ",380592 +@fisherstevensbk #beforetheflood taught me more about climate change than my entire formal education!! insightful and bold!!,268542 +RT @DineshDSouza: The real climate change the media now has to adjust to is @realDonaldTrump https://t.co/080YqPw1Ng,291316 +"RT @9GAGTweets: But go on, global warming isn't really a thing... https://t.co/itq5NcnVoz",338268 +RT @wef: Best of Davos: President Xi Jinping on globalization and climate change. https://t.co/FsOm1Z25Sz https://t.co/jA9gu6lsam,239293 +"@sixirontg @stevereneshow @glennbeck billionaires, liberals at highest positions.A trillion $ stimulus, tariffs, amnesty,global warming...",531330 +RT @SethMacFarlane: HRC proposes installing half a billion solar panels by the end of her first term. Trump thinks climate change is a hoax…,300066 +"In the Netherlands, climate change is not a hypothetical or a drag on the economy. It’s an opportunity. https://t.co/Z7KoLwlLx4",50540 +"RT @EPAWouldSay: If you know scientists, you know it's rare to get a room full of them to agree on anything. Except climate change.…",113908 +"Longer heat waves, heavier smog go hand in hand with climate change - DailyRant https://t.co/H5oTQulSvl",585990 +"RT @Grimeandreason: If you don't think climate change & neocolonialism are issues that can bond developing states against us, you got a rud…",752092 +RT @SenSanders: We have a president-elect who doesn't believe in climate change. Millions of people are going to have to say: Mr. T…,79291 +"Ugh, six more weeks of winter AND no global warming https://t.co/K9wwa6NhGz",347916 +@sakrejda going to start blaming Bayesians for global warming.,864940 +"climate change denial &racism 4 poor masses, Superconcentratn of wealth &power 4 rich &powerful #auspol THATS TERROR NOT DEMOCRACY #lnp scum",7787 +RT @WorldfNature: Reindeer are shrinking because of climate change - New York Post https://t.co/bECNHPHybW https://t.co/L687FOwy4p,629207 +Thank god for the U.S. allies that plan to give Trump an earful on climate change at G-7 summit https://t.co/LP0mXZPOU0,575917 +"@AJEnglish Uhm, and climate change. Interested to hear if Paris Agreement is brought up.",432436 +Feb 14th e4Dev invites you to watch Before the Flood and witness climate change firsthand w/Leonardo DiCaprio.… https://t.co/3xHiPpVDEs,597885 +RT @jenninemorgan: There is no global warming due to CO2. It is a scam. Climate change happens but is unpredictable as there are too m…,173756 +@realDonaldTrump I voted for you but you need to understand that climate change is real....so please look into it more,867822 +RT @JoshBBornstein: Guy who says climate change is a giant international conspiracy advocates ABC be staffed with serial sexual harasse…,278415 +RT @motherboard: Mayors unite to fight climate change from city to city: https://t.co/yj3e4z2xQ0 https://t.co/CBZpwE7NB7,528119 +"RT @FabiusMaximus01: The cold facts about the Paris Agreement, global warming, & the Constitution https://t.co/Ny8uv5t17H https://t.co/hJ6q…",118755 +RT @VICE: What the future looks like with a climate change denier in the White House: https://t.co/957NwcUBbq https://t.co/cNoEW5AGRW,356576 +climate change is a chinese hoax! Sad! https://t.co/d0Oc7ug5xy,748080 +"@marcorubio yay so cool to see a homegrown miami boy denying the science of climate change, I'll miss you miami, sry grandchildren congrats!",51429 +"RT @OwenJones84: And lo! The Tories did conjure up the magic money tree to shower gifts on their homophobic, anti-choice, climate change de…",698409 +RT @MohamedMOSalih: Sadly we'll see more natural disasters being called man-made disasters if we don't ALL act on climate change.,388085 +RT @tricyclemag: Few are optimistic about reversing the effects of global warming. And then there’s environmentalist Paul Hawken: https://t…,307283 +RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,704405 +It's such a beautiful day to think about climate change eroding the fabric of civilization.,812733 +Seth Meyers has some thoughts on Donald Trump and climate change https://t.co/ZFRUPgdFk3 via @TheWeek,717339 +Who wants to place bets on @realDonaldTrump calling global warming fake tomorrow morning because of the snowstorm?,293579 +Al Gore is going to build a wall to stop global warming,406738 +"tanghaling mainit, gabing malamig. ramdam na ramdam kita climate change.",228132 +"RT @ResisttheNazis: Trump will be the only world leader who denies climate change, giving the U.S. the official title of Dumbest Countr…",286368 +RT @AgriEngrs: I invite everyone to plant some trees! Spread awareness and do your work to stop climate change. https://t.co/kQ7iinJRgt,577734 +RT @pepcanadell: Can we slow global warming and still grow? The New Yorker https://t.co/gFvIovHDNV https://t.co/ggZ53ZcVlB,135143 +RT @peddoc63: Forget about cow farts causing global warming. How about the flatulence being excreted by liberals at all their sil…,620854 +RT @homemadeguitars: They'll have to quit. Their new Scammander-in-Chief doesn't permit acknowledging global warming. Sorry. https://t.co/R…,369683 +RT @ClutchGodx: Oh so y'all still think global warming a joke huh https://t.co/mmTeVs6l8t,323400 +"RT @NatGeoChannel: Watch #BeforeTheFlood right here, as @LeoDiCaprio travels the world to tackle climate change https://t.co/LkDehj3tNn htt…",417301 +Company directors can be held legally liable for ignoring the risks from climate change https://t.co/zAggEUS5p5 https://t.co/rrxllsi0ti,436059 +RT @6esm: Economists call for $4 trillion carbon tax to save humanity from climate change https://t.co/m2tomoZxdq - #climatechange,721249 +"Effects of climate change may 'wreak havoc' on mental health, doctors say https://t.co/BwLlVvN5SW via @upi",773767 +"RT @GeorgeMonbiot: Talking about climate change in the context of #HurricaneHarvey is 'politicising' the issue? No, *not* talking about it…",333656 +Rex Tillerson: Secretary of State used fake name ‘Wayne Tracker’ to discuss climate change while Exxon Mobil CEO: C… https://t.co/vQVq0M6CxH,568768 +#CLIMATE #p2 RT Do mild days fuel climate change scepticism? https://t.co/rxRJo8lWK9 #tcot #2A https://t.co/i12sd3BMPN,43272 +"Mitigating climate change isn’t the only issue, says Gord Beal of CPA Canada. Adaptation also needs a national plan. https://t.co/A3dXUaYZLY",938568 +"RT @NatGeoChannel: Watch #BeforeTheFlood right here, as @LeoDiCaprio travels the world to tackle climate change https://t.co/LkDehj3tNn htt…",172948 +Feeling helpless when it comes to climate change? This article offers small actions we can take to help. https://t.co/rk84fwiOx9 @UpshotNYT,983276 +"Youth interested in climate change adaptation and mitigation?? Don't miss +https://t.co/uHrqc2zvOU",803312 +"RT @KamalaHarris: I stand with @JerryBrownGov in saying that California will not back down on climate change. +https://t.co/xP8Y6eSmyx",76720 +"RT @otterhouse: National Geographic images of climate change, from California to India https://t.co/AauOzdLwBK by @drcrypt via @FastCoDes…",511620 +@anniebeans59 @tofs1a @foxnewspolitics it was dumbfuck Republicans who refused to believe global warming b/c they needed a jacket outside,512613 +Bloomberg urges world leaders not to follow Trump's lead on climate change https://t.co/6Y7nF07ok0,984860 +RT @SenSanders: We have a president-elect who doesn't believe in climate change. Millions of people are going to have to say: Mr. T…,95573 +"RT @MikeElChingon: Trump put a climate change denier as head of EPA and an anti-labor, anti-healthcare for min wage workers as Labor Secrat…",850914 +AGU responds to comments by EPA Administrator Scott Pruitt denying CO2 role in climate change. https://t.co/83bZ6wmkb1,482213 +Petro Industry News: How does climate change compare to other national threats? https://t.co/WC5rRZz7l1,269621 +Lifelines: A guide to the best reads on climate change and food' #podcasts #feedly https://t.co/kg8Vsq1TuG,193531 +#WorldNews Donald Trump's environment boss doesn't think humans are driving climate change despite…… https://t.co/sEyCC1fFzS,595368 +How climate change is a 'death sentence' in Afghanistan's highlands https://t.co/zWubvxJ55V,107866 +"RT @esmewinonamae: Boy - 'What that mouth do?' + +Mouth - 'Animal agriculture is the leading cause of: climate change, species extinction & o…",469303 +". Trump taps climate change skeptic Scott Pruitt to Head EPA + +https://t.co/lH2yMhL3Ll via @ShipsandPorts",818727 +G7 leaders blame Trump for failure to reach climate change agreement https://t.co/QS6jbSxc2U,635858 +RT @UN: Starts today in Marrakesh: @UNESCO conf. on indigenous knowledge & climate change https://t.co/obyaU13EWR…,965686 +"RT @democracynow: .@guardian columnist @GeorgeMonbiot: 'By not mentioning [climate change], you are politicizing it... It's a politic…",299643 +RT @SwankCobainn: Donald trump doesn't believe in climate change this nigga is actually an idiot I'm concerned lol,624867 +RT @Newsweek: Trump is hurting thousands of small towns with his denial of climate change – and here's how https://t.co/69bLhLTUF8 https://…,304109 +RT @MomeeGul: Real player for change are private sector. Regional coopertion on climate change @ShakeelRamay #SDC2016 https://t.co/m8WCXHA…,88015 +"RT @RollFwdEnviro: Economy continues to grow, but you WON'T BELIEVE the impact on global warming pollution...for THIRD STRAIGHT YEAR!!…",26930 +"@pattonoswalt @lesleym14 @scott_tobias global warming, dude.",764165 +Oh lovely—EPA Scott Pruitt voicing claims that carbon dioxide doesn't have anything to do with climate change! Say goodbye Planet Earth!,830407 +RT @thehill: Sanders tears into EPA head for saying CO2 isn't a 'primary contributor' to climate change https://t.co/s46XxZqRCw https://t.c…,533945 +What you can do to help with climate change: https://t.co/cg0V8OaCBd,832256 +RT @FortuneMagazine: Donald Trump’s energy pick softens stance on climate change https://t.co/wm35sNIWlu https://t.co/0c3bBSi0H1,730474 +"@RepBost @HouseHomeland Threats to Peace and Stability: global terrorism, climate change, geopolitical crises, econ… https://t.co/km31NzrVyH",142120 +RT @Travon: The CEO of Carl's Jr opposes minimum wage increase and gets to be labor secretary. A climate change denier gets to…,52465 +"97% of climate scientists believe in global warming. Know what else 97% of scientists believed in at one time? Geocentrism. +#Woke #Kony2012",970804 +"It didn't take long for #China to fill #America's shoes on #climate change +https://t.co/yCGqRZJCkb",415836 +We destroy so many good things. Hopefully global warming kills us all,605423 +RT @SteveSGoddard: The brutal global warming in Colorado continues https://t.co/pKxPl3ezpF,472333 +#RhodeIsland #IdiotDemocratic senator uses Okla. tornado for anti-GOP rant over global warming https://t.co/KxNsXtOvQM via @dailycaller,248830 +"RT @IseeBS: @realDonaldTrump 1/ Liberals love declaring settled science on climate change. Yet when it comes to gender, they ac…",47690 +The importance of palaeo studies for understanding climate change. https://t.co/n2zgfm3Pjm,816723 +"RT @samwhiteout: If only there was a scientifically established explanation for this... + +climate change. https://t.co/ZKBuBOFMZz",278217 +The video-clip says 'mining' is part of climate change we humans are all suffering now. Might be a sweeping... https://t.co/iZFFGbVoST,204745 +"RT @EricBoehlert: reminder: network evening newscasts this yr spent 125 mins on Clinton emails, 0 mins on climate change;…",100347 +"RT @Energydesk: On #IntlForestDay, watch how 750 billion trees at the top of the earth could make or break climate change https://t.co/Hz1g…",17989 +"RT @GigiDatome: Tonight will be #EarthHour, let's fight the climate change! At 20:30 turn off the light for one hour, let's win... https://…",385330 +The scientist cooked books for government climate change whistle blower says scientist part of obamas SS network in government t yrs cl up,659215 +"Longer heat waves, heavier smog go hand in hand with climate change https://t.co/uGLMKX9atN https://t.co/Dl0DQLX5zS",575962 +"RT @StevenCowan: As Jacinda Ardern says 'climate change' is a defining issue, will Labour now change present policy and ban all offshore oi…",41877 +What if climate change was brought about by witchcraft,147107 +"RT @starburstt: Tonight, we go undercover. But first, nachos and a Cold War Cocktail (melted, but hey, global warming, amirite?)…",12509 +@mglessman @weatherchannel Thank you for sharing the information about climate change!,873931 +"Watch J-CCCP's 'Feel the Change' campaign video, launched as a part of the Belize climate change communications... https://t.co/GGdYdvEaoH",961460 +RT @etribune: Four forestry initiatives #Pakistan is taking to fight climate change https://t.co/X8aEO97K6E https://t.co/LkceCG7LbA,991948 +Want to know how we tackle climate change in the Trump era? It starts with cities & states stepping up to the plate https://t.co/Wyd3Txr7kG,882799 +@puglover3817 @PBS they push climate change,597075 +RT @WFS_Geography: Refugee crisis: Is climate change affecting mass migration? https://t.co/9VcsxYaPRH #geog4b #WFSyear13,397560 +"RT @Lucan07: 3000% years ago humans stopped eating Cows & started worshipping them global warming spiked, then came McDonalds &…",922131 +when i was a kid i always thought all star was about global warming,516390 +Nicholas Stern: cost of global warming ‘is worse than I feared' #COP21 https://t.co/mPA3lXpTqm,36679 +"RT @cnni: Polar bears will struggle to survive if climate change continues, according to a new US government report… ",355749 +RT @vaqarahmed: Thank U Dr @AdilNajam 4 talk on #post-truth narrative and #climate change at @SDPIPakistan #globaldev,111961 +RT @theecoheroes: Shareholders increasingly concerned about impact of climate change: Teck #finance #climatechange #environment…,333377 +#StrongerTogether #Debate #Rigged #DNCLeak #Iamwithher climate change is directly related to global terrorism https://t.co/6SoXS3kdim,519677 +RT @KekReddington: @AmyMek @GemMar333 There is no man made global warming https://t.co/mXTgSrtX2Y,292196 +RT @CivilJustUs: How do they expect us to care about global warming with all this penguin on penguin crime?? https://t.co/HypysWHvVV,200571 +"RT @AyaanG: @marianokhadar @Somaliland could not agree more, we have to proactive and not responsive to effects of climate change",532693 +Efforts to slow climate change could keep the planet habitable and boost the world economy by $19 trillion! https://t.co/CRu41wXREo,696374 +RT @BeingFarhad: 'Trump is wrong — the people of Pittsburgh care about climate change' https://t.co/bayVMbJY4g via voxdotcom #ClimateChange,36398 +RT @WorldResources: #NowReading Trump disbands federal advisory panel on climate change @thehill https://t.co/AqALMAds46 | Learn more…,963871 +RT @FollowYayu: I blame you for global warming… your hotness is too much for the planet to handle! https://t.co/R1qXVAQ5EB,760952 +RT @omarchahrouk: Collaboration. Communication. Cooperation. To achieve climate change action! @ourcbcity @dizdarm @RamadanHal…,507103 +"RT @imskytrash: evidence global warming is not a hoax: + +1) record temperatures +2) water levels steadily rising +3) FUCKING CLUB PENGUIN SHU…",243383 +Trump to drop climate change from environmental reviews: https://t.co/07E5BdcY4P via @AOLGood for you Mr. President.,51662 +RT @ChinaEurasia: China may assist Pakistan agriculture on climate change affects under CPEC https://t.co/tcE9hbPCAK,788143 +"RT @XiuhtezcatlM: Join my Q&A with @DefendOurFuture, young leaders in the fight against climate change at 3pm EST! #DefendOurFuture https:/…",193781 +"RT @realDonaldTrump: Give me clean, beautiful and healthy air - not the same old climate change (global warming) bullshit! I am tired of he…",102407 +RT @SierraClub: Trump administration sued over climate change ‘censorship’ https://t.co/tIBDcZ0g5s (via @ClimateHome),76051 +RT @qz: Angela Merkel’s husband is taking Ivanka and Melania Trump on a climate change tour https://t.co/Z5P7MalB0C,41988 +if taking an env geography class has done one thing for me it has allowed me to shitpost more efficiently in /pol/ climate change threads,29210 +RT @RogueNASA: Energy Department climate office bans use of phrase ‘climate change’ https://t.co/4zdhWPcwJe,733080 +"RT @amlozyk: Trudeau is injecting climate change fear to people by taxing us. Dividing, I will not get into that, but he said 'w…",985373 +RT @UN: Most hungry people live in places prone to disasters; climate change makes it worse. @WFP & @Oxfam on #r4resilience https://t.co/h…,872691 +@SadUSNVeteran not global warming crap that's just normal always have been since I could remember,49560 +"RT @Greenpeaceafric: Research shows that more people are starting to see global warming as a current crisis, not something to come:…",198799 +78° in Mid-November. Sure glad that climate change thing isn't real.,601351 +RT @SenFranken: You can’t erase facts. Man-made climate change is a fact. @POTUS' EO is a political ploy not grounded in reality. https://t…,767895 +RT @CauseWereGuys: if global warming doesn't exist then why is club penguin shutting down,88166 +"RT @ClimateNexus: New Gallup: 45% of Americans now say they worry 'a great deal' about global warming, up from 37% a year ago…",272120 +RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,761653 +RT @Crudes: if global warming isn't real then explain why club penguin is shutting down?,439734 +RT @realDonaldTrump: The concept of global warming was created by and for the Chinese in order to make U.S. manufacturing non-competitive.,225986 +"RT @TheRickyDavila: Al Franken shutting down Rick Perry over climate change is everything & more. +https://t.co/OaNYolpEjH",271947 +RT @thatonejuan: 'What's harder? Convincing a Trump supporter that climate change is real or convincing Mello gang that Deadmau5 is better?',20794 +"RT @whitefishglobal: Two words the Trump Administration can't say: climate change +#resist #TheResistance https://t.co/Rfpjkw9dp4",172350 +"RT @ScottAdamsSays: How Trump makes money for the country out of nothing. Also, some climate change stuff: https://t.co/BQczBRfYHG #Trump #…",93349 +RT @mishacollins: Good point! @realdonaldtrump IS the candidate who might end global warming by bringing us nuclear winter. DON'T BE…,207577 +"RT @SovietSergey: School history teacher, year 2150: + +'And then Donald googled 'climate change hoax' and that is why we all must now… ",193393 +RT @philkearney: Climate deniers blame global warming on nature. They are wrong. Here's the data from NASA. https://t.co/oSilqgmDhO Worth…,919838 +It's unfathomable how anyone can deny climate change,303267 +Who needs global warming when you can simply light $1.6 billion on fire. https://t.co/K9fBxXxqfv,215238 +RT @EnergyBoom: China: Trump's election will not jeopardize global efforts to combat climate change #COP22 https://t.co/diYvzdVwNP,753001 +RT @UNESCO: It is essential that we work as one together with indigenous peoples to address climate change…,860932 +"RT @AngelicaJoy__: It's so nice out LOL global warming, we're all finna die https://t.co/8QsUzRURXz",731781 +I've failed to tell you global warming,772579 +"This is the letters from Americans. Today, 20M more Americans now know the financial security of climate change is dangerous.",945782 +RT @BirdLife_News: Researchers in Denmark conclude that climate change is a threat to the survival of migratory birds…,565594 +RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,668399 +RT @WorldfNature: Alaska wildfires linked to climate change - Alaska Public Radio Network https://t.co/xiNzFmI3W1 https://t.co/Ey2PjdmFms,187894 +"RT @NatGeoChannel: Watch #BeforeTheFlood right here, as @LeoDiCaprio travels the world to tackle climate change https://t.co/LkDehj3tNn htt…",24733 +"Guys, go watch National Geographic / L. DiCaprio's doc on climate change, Before the Flood. It's free so no excuses. https://t.co/sNqiOes2UL",127237 +RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,57546 +So it's 50 degrees on January 3rd and you guys still don't believe in climate change huh,813037 +"I saw this on the BBC and thought you should see it: + +G7 talks: Trump isolated over Paris climate change deal - https://t.co/jPWk5vFog8",365946 +RT @noturbine: @SpaceWeather101 @wattsupwiththat It's not global warming. Industrial wind turbines that do that.,486202 +@MrBanksIsSaved @jbarro to equating BLM to the KKK and calling global warming bullshit.,226177 +RT @nytimes: Senator Tim Kaine challenged Rex Tillerson on his climate change views https://t.co/NeTBkpFS9L https://t.co/ahyVybQqYg,83339 +RT @350: What American workers know about climate change: it's real and we can fix it. @1199SEIU + @billmckibben lay it down…,475772 +"RT @Greenpeace: If climate change goes unchecked, many areas in southern Europe could become deserts. https://t.co/PGRHflqMtb #scary https:…",733562 +EPA chief: Carbon dioxide not 'primary contributor' to climate change https://t.co/G4l6z57wlB,672377 +Corbyn says he would confront Trump on climate change if he were Prime Minister https://t.co/9XjRsR7Cfb,325473 +"RT @ArthurNeslen: Lobbying data reveals carmakers' influence in Berlin, by me on climate change news: https://t.co/MaGuWjrXFP via @ClimateH…",960228 +So much for global warming ... don't they wish! https://t.co/0RnM39hphL,338453 +"RT @ddlovato: #IVotedBecause I believe in equality, we need comprehensive immigration reform, I am pro-choice and global warming IS real. #…",303865 +"RT @AynRandy: Hell yeah I wanna FUCK + +F ind solutions to climate change +U ndo the damage caused to the reef +C ombat skeptics +K support the…",984308 +"Parks season has officially started! Today I met @cathmckenna, the minister of environment and climate change today… https://t.co/TvghgtWGks",176390 +RT @Independent: The proof that something terrifying really is happening with climate change https://t.co/fle5ks3xm9,110266 +"@AbundanceInv Fur sure would! Seen how activists have been impacting energy companies, due to climate change? https://t.co/YdKTOIXIu7",723823 +RT @LodhiMaleeha: I was honoured to deposit Pakistan's instrument of accession to the Paris agreement on climate change at UN today. https:…,713426 +"@CNN ♥The Taiwan government should apologize to the whole world, making air pollution caused the global warming. + +https://t.co/dLAgihdmOI",65837 +"RT @Robbinsds: US the outlier The divisions were most bitter on climate change, 19 leaders formed a unified front against Trump. https://t.…",959568 +RT @YahooNews: Billionaire climate change activist says he’ll spend whatever it takes to fight Trump https://t.co/9PxJKpE4hR https://t.co/8…,259915 +#CLIMATEchange #p2 RT Centrica has donated to US climate change-denying thinktank https://t.co/wBHriFEWQD #COP22 https://t.co/16xjXKntDx,414319 +RT @afreedma: Amazing to me that @CNBC isn't responding with a segment on what the science actually says on climate change. It's not hard t…,734239 +RT @LKrauss1: Major drivers of climate change involve basic physics and chemistry. That is why denying them is so fundamentally misplaced.,951585 +RT @BBAnimals: The effects of global warming https://t.co/twFnLF4XNw,991551 +"I think the Pope needs to get his shit together. W/no moral high blathers on about Trump, climate change... +Hey Va… https://t.co/mwPwD5WzVE",538053 +RT @AdrianoVeneto: @fattoquotidiano global warming IS a hoax,159032 +@realDonaldTrump As you're signing these EO's just remember ' DC's avg. temp is higher than your approval rating' global warming is real,760242 +The Paris Agreement on climate change comes into force https://t.co/UILnLPKkJK,511303 +No such thing as climate change idiots! It's called weather and weather happens. https://t.co/E8CCjgykr7,205139 +RT AlexCKaufman: scootlet: Jeff Sessions last year said climate change is a conspiracy against poor people and I g… https://t.co/cpNOFDRBsq,713411 +"RT @MikeOkuda: The so-called 'president' wants less warning of hurricanes, because he's afraid of more data on climate change. https://t.co…",404299 +"Anna Coogan on Trump, climate change and breakup songs - The Independent https://t.co/mrejrldmky https://t.co/ROrjKhqTI9",520934 +RT @eemanabbasi: I'm just tryna enjoy this 50 deg weather in the middle of winter but I kno it's bc of global warming & polar bears…,962258 +RT @Green_Europe: #FutureofEurope enhances energy efficiency & keeps global warming well below 2°C. Join #SDGambassadors @ #EP…,589683 +RT @jfagone: Trump admin apparently taking steps to purge scientists who study climate change. https://t.co/mxo5WQCxYd,879487 +Still pushing the global warming scaremongering... Maybe ppl shouldn't build houses in such areas! �� https://t.co/WjxnUgJiFa,595853 +"RT @ReclaimAnglesea: How climate change battles are increasingly being fought, & won, in court (Courts ⚖️step up as pollies fail #auspol) h…",893537 +RT @danprimack: Mulvaney: 'We are not spending money on climate change anymore. We view it as a waste of your money.',510701 +"RT @lisapjackson: 'The main culprit, experts say, is climate change.' https://t.co/57puMM6H5z",506168 +"RT @mattmfm: 1) Plans to cut insurance for 24M +2) Doesn't believe in climate change +3) Has no economic agenda +4) Is a policy dun…",935401 +Excuse me? Dems are NOT worse than GOP. #MuslimBan the blocking #ACA along with the denial of climate change? You s… https://t.co/kjueEvDUst,172217 +RT @wikileaks: Full doc: Leaked draft NASA/NOAA US climate change report https://t.co/OdGBsPt9MM https://t.co/FWie4E28Eo,107737 +RT @Jackthelad1947: Company directors to face penalties for ignoring climate change #auspol politicians should too https://t.co/sHkGVfRQUm,843898 +RT @TIME: Justin Trudeau kayaked up to a family to talk about climate change https://t.co/Gwj1ImAJHe,75963 +global warming toys for teens https://t.co/ODdU3PQfFo,792583 +"RT @insideclimate: In the draft U.S. climate report, scientists describe overwhelming evidence of manmade climate change underway now. http…",788850 +RT @Adam_Stirling: The idea that carbon pollution must have a price is the most important tool human beings have to fight climate change. P…,171453 +GE CEO Jeff Immelt seeks to fill void left by #Trump in #climate change efforts: Biz Journals https://t.co/xsmuz923u4 #environment,721682 +"It's important we start talking to our children now about climate change that will affect their future, our... https://t.co/BYpvAexnZV",504393 +The remarkable pace at which nations of the world have ratified the Paris Agreement on climate change gives us all hope. Mitigation...,457122 +RT @SOMEXlCAN: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/WQA1LQp07o,967876 +RT @MarianSmedley: Of course we can - and we need to to tackle climate change https://t.co/ok0Mgc5BxC,778564 +"RT @NPR: Trump plans to cancel billions in payments to UN climate change programs & use money to fix America's water, environmental infrast…",384288 +"RT @pablorodas: EnvDefenseFund: The White House calls climate change research a “waste.” Actually, it’s required by law. #ActOnCli… https:/…",918649 +I'm ready for climate change! The desert sucks!,932202 +RT @yourlocalemo: TELL YOUR BOYFRIEND IF HE SAYS HES GOT BEEF THAT animal food production is one of the leading causes of climate change an…,596826 +How untreated water is making our kids sick: Researcher explores possible climate change link - Science Daily https://t.co/Tvxws1llou,533476 +"RT @NatGeoChannel: Watch #BeforeTheFlood right here, as @LeoDiCaprio travels the world to tackle climate change https://t.co/LkDehj3tNn htt…",510491 +RT @TheEconomist: Uncoupling emissions growth and economic expansion is important for slowing climate change https://t.co/hliGxDO4wa https:…,542316 +RT @GWPnews: .@VivDeloge @BWS2016: Involving #youth in decision making ensures the climate change transition @ofqj_france https://t.co/FUUG…,994967 +RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,19929 +RT @thehill: EPA flooded with phone calls after EPA head denies CO2 role in climate change: report https://t.co/IXW10VS2uP https://t.co/LLG…,600094 +RT @latimes: UCLA scientists mark Trump's inauguration with plan to protect climate change data https://t.co/JJV1snB4AF https://t.co/1isbR5…,415619 +"@icouldbeannyone I’m creating a new think tank for climate change, would you join and post your tweet also at https://t.co/u1UbQXLmrF ?",954438 +"RT @816Bike: Hey since it's super nice lately (global warming perhaps?), we are bringing back (weather permitting) BIKE SALE SAT… https://t…",68040 +"esok presentation bi gp +aq tntang global warming.. +wish me luck.. ������",621500 +"RT @nytimes: As global warming cooks the U.S. in the decades ahead, not all states will suffer equally https://t.co/iYOuzqhB7r",219085 +"RT @LastWeekTonight: If you don’t believe man-made global warming is a a silly issue, give to the Natural Resources Defense Council (https:…",511936 +RT @katya_zamo: . @realDonaldTrump how can u deny climate change when my pussy this hot 🔥☀️🔥 https://t.co/NFISe5vliE,24310 +"RT @c40cities: Urban heat threatens not only public health, but local economies too. #CoolCities keep the costs of climate change…",92102 +RT @MikeCarlton01: The culpable idiocy of Abbott and the climate change cranks https://t.co/jh7zXDdm9K via @ABCNews,606534 +RT @elizabarclay: Trump’s budget envisions a US government that barely deals with climate change at all https://t.co/jhF3QDBMjf via @voxdot…,71316 +RT @MandaPrincessXo: So the very people protesting climate change are lighting cars on fire which put toxic fumes out into the air...�� M…,680063 +RT @ilo: Decent work for indigenous peoples helps advance the fight against climate change #WeAreIndigenous…,322709 +RT @frankieboyle: Don't worry about Trump. With air pollution and climate change in 50 years we'll all be dementia sufferers fighting off 1…,489062 +RT @LarrySabato: I for one am thrilled that we've partnered with titans Syria and Nicaragua to deny climate change. It's the New World Orde…,508651 +RT @wassilaamr: people worried abt egypt's falling economy and not realising we're all dying bc of global warming lol,727703 +@realDonaldTrump I hope you reconsider your position on climate change. Consider the cost of possibly being wrong - is it worth it?,4932 +RT @SteveSGoddard: This week in 1988 marked the beginning of the global warming scam by @NASA's James Hansen. This is an important rea…,962717 +@grouch_ass @RalstonReports that's like saying global warming isn't a thing because it's freezing on a certain day.,261801 +@HeyTammyBruce @NYJooo State of Fear by Michael Crichton is good about global warming,235490 +"this might be a matter of opinion, but climate change is real, love is love, and a woman does have right to choose.",526141 +RT @MattBellassai: i bought an amazing winter coat so im gonna need global warming to stop fuckin around with my ability to achieve a winte…,464597 +"RT @fifaroni: the stock market is crashing, California wants to recede, & our newly elected president believes climate change is…",402932 +RT @schemaly: 48.4% of conservative white men think global warming won’t happen compared to 8.6% of other adults #whitemaleeffect https://t…,874966 +@tedlieu It's why they still deny climate change. They're owned by the fossil fuel industry. EPA chief Pruitt would… https://t.co/7hdoypdxBZ,38647 +RT @irinnews: How does climate change affect food security? What can farmers do? Read our helpful guide: https://t.co/NRN9xcp7nq https://t.…,874952 +#Climatechange Belfast Telegraph Ellie Goulding urges action on climate change ahead of Earth Hour…… https://t.co/Usl3KTpBfb,45839 +"Al Gore slithering on climate change, future of Paris accord https://t.co/oUNp2BsHvT",11704 +RT @Reuters: Trump to officially scrap climate change rules: https://t.co/llU62LQ6sV via @ReutersTV https://t.co/esGhI8ZvOe,415601 +RT @washingtonpost: Why so many white evangelicals in Trump’s base are deeply skeptical of climate change https://t.co/D1AhkGxQcH,62116 +"RT @mitchellvii: CBS News This Morning: 'Isn't this hurricane proof of climate change?' + +Sure, just like the climate change in 1900 when Ga…",857982 +RT @RichieBandRich2: 75 degrees in Chicago on November 1st...global warming but aye it's bussin,270552 +"RT @Devilstower: Trump team has demanded names of people working to study climate change, protect women's rights, and fight hate groups. #L…",916824 +"@mariepiperbooks And maybe we can get down to pressing issues - climate change, for starters.",195763 +RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,580302 +Keynote: Modeling impacts of climate change- what are information needs? Tim Carter Finnish Env Institute #SASAS2016 https://t.co/ySnbZ9eSFp,746004 +"On climate change, Scott Pruitt contradicts the EPA’s own website https://t.co/jdcIBxMjsH https://t.co/QepMcn8ugt",21524 +.@CNBC's @JoeSquawk praises Rick Perry for saying seawater probably causes climate change. ��https://t.co/imXRIlkEyT https://t.co/zY4K16tlXG,756045 +RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,291523 +RT @NatGeoChannel: Nearly every week for the past 4 years Democratic @SenWhitehouse has taken the issue of climate change to the senat…,168193 +"@ddiamond To the person, who send me a tweet on no climate change, what do you call this pollution",951740 +RT @mmfa: None of the corporate broadcast news stations covered the impact of climate change before the election:…,719914 +Does he think China will give a rip what a gov of a state thinks about climate change? China will always do whats… https://t.co/70TYM8p1Wc,221414 +RT @mpsmithnews: 'Thought-leader & change-agent' Chelsea Clinton says climate change interconnected to child marriage https://t.co/pBX6P3Dp…,46653 +RT @climatetruth: The @EPA just buried its #climate change website for kids https://t.co/7UNpV35nD4 #StandUpForScience #ScienceNotSilence,682720 +RT @billycastro16: Girls are the reason for global warming https://t.co/5JFkb0GZrV,358950 +@SFmeteorologist @ReasonablySmart Just wait for 'unskewed' weather forecasts to hide climate change.,287098 +"RT @ABCPolitics: Sec. of State Rex Tillerson used alias account in some climate change emails during tenure at Exxon, prosecutors sa…",98062 +"RT @RokuPlayer: Watch @LeoDiCaprio 3-year journey exploring the subject of climate change, #BeforeTheFlood now on @NatGeoChannel:…",129794 +RT @MallowNews: Enda Kenny has warned Theresa May against doing a deal with a group of climate change denying crooks https://t.co/LQV3hXQ0ia,881908 +"RT @newsduluth: As Trump dismantles U.S. efforts to thwart climate change, his defense secretary says it's a huge security issue: https://t…",346851 +"@thehill climate change has been happening for billions of years, it's natural, blow up the planet is the only way to stop it",420600 +RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,496637 +i'm literally the only person in my family who believes global warming is a thing 🤦🏼‍♂️ it's time to head back to civilization,184565 +RT @USS_Armageddon: https://t.co/GhjLehYyuA Good. It's a scam anyway. The anthropogenic hypothesis of global warming (which is now called c…,806189 +Climate change deniers are starting to say 'hey it's getting cold in places! There's no climate change!' It's... https://t.co/OH6aDr80qR,309088 +RT @EnvDefenseFund: Global climate change action ‘unstoppable’ despite Trump. https://t.co/9Bf9QDIz1s,377531 +"POTUS Trump can take care of climate change Hillary I mean after all if he can take care of U, the Devils spawn, wh… https://t.co/Bqgsk9kzjv",767728 +@Carbongate anyway to speed up global warming? It will help..,366827 +“Chevron is first oil major to warn investors of risks from climate change lawsuits” by @climateprogress https://t.co/8TGls4o5yC,268773 +Your mcm thinks climate change is a hoax.,434121 +.@UNFCCC @CarbonBubble You people do not understand climate change. Decades. Centuries. Millions of years. https://t.co/QbkLJ5JdJ4 #climate,416182 +Jill Stein: Al Gore needs to 'step up' in climate change fight https://t.co/IkLELrjq9Q,768348 +"RT @Scgator1414: Question, leftists claim global warming, this mean all the snowflakes will defrost soon? https://t.co/mWzWn8WOZM",451039 +RT @SpiKeyyy_101: Ok calm down global warming because I i just put away my shorts.,141243 +RT @SenSanders: We have a president-elect who doesn’t believe in climate change. That’s frightening for this country and the world.,400389 +RT @business: This ski-resort exec is going uphill to beat climate change https://t.co/0Pb7W38giT https://t.co/f5lrSNDewx,984894 +RT @CounterMoonbat: The people who predicted parts of Manhattan would be underwater by 2008 due to climate change are concerned about 'fake…,844684 +RT @Dennis_QH3: One of the top debunkers of climate change fear-mongering on Twitter is @SteveSGoddard. You need to follow him. His feed is…,413599 +"RT @jedrlee: Hey girl, are you climate change? +Because I'm going to ignore you until you fuck me.",366303 +"If global warming is real, then why did @clubpenguin shut down?",934357 +Government face being sued over failure to fight climate change https://t.co/BeFcuSbFUS,710000 +How to market the reality of climate change more effectively. https://t.co/3L034cLTkH @DericBownds #Psychology,76567 +If you aren't watching Leonardo's documentary on climate change then wyd,273418 +"RT @EmmaCaterine: No, his ties to oil are why we can't trust him. Russia did not block climate change studies. Russia did not steal o… ",169343 +RT @ckmarie: The scientific consensus that human activity is driving global warming has only grown more conclusive. https://t.co/NuKx9EF9aS,158615 +RT @TomCrowe: It's... it's almost as if major planetary climate changes have little to do with human activity... https://t.co/tusLgqk6WA,568416 +"RT @evattey: ..improve living conditions, and solve climate change, then I think we are onto a winner- President @MohamedNasheed #EmergingPV",529243 +RT @CNN: No snow where there should be. Bleached anemones. Cracks in the ice. This is what climate change looks like:…,951670 +RT @buzz_us: Apple and Walmart stand by climate change policies despite President Trump’s... https://t.co/ix2fyK9maY by #helenmag via @c0nv…,163851 +When did global warming turn into climate change? Hahaha,111020 +"What's causing the 'pause' in global warming? Idk, I'm not a scientist. Low solar activity might be slowing down global warming temporarily",222806 +"RT @TheRickyDavila: Angela Merkel is in no way backing down from fighting climate change. (A real leader). +https://t.co/HPsEuPf7xe",504194 +RT @EcoInternet3: Energy Secretary Rick Perry incorrectly claims CO2 is not primary cause of #climate change: Climate Feedback https://t.co…,403341 +RT @joelgehman: A classic splainer: Climate deniers blame global warming on nature. This NASA data begs to differ https://t.co/jMZbWQHNbT,409964 +What do you think of the DNR's removal of language saying humans cause climate change? https://t.co/PTiUJUQrP4,164886 +@realDonaldTrump pulling out of Paris deal! He don't give a fuck about climate change he here to snatch America by the Pussy!,575926 +"RT @AP: The Latest: Germany leader says G-20 summit talks were 'difficult,' U.S. position on climate change 'regrettable.' https://t.co/F0s…",50353 +"RT @realDonaldTrump: It's freezing outside, where the hell is 'global warming'??",511508 +"RT @awudrick: If climate change and debt are equally bad, why does your government only care about one of the two? #cdnpoli https://t.co/15…",824922 +"RT @APHealthScience: Some warm-blooded animals got smaller in response to ancient global warming, scientists say. By @borenbears https://t.…",306457 +RT @SteveBrownBC: Instrumental recordings and as of 1978 satellite measurements show no catastrophic global warming. But computer mod…,791734 +"RT @Alex_Verbeek: �� ���� + +This is climate change in your lifetime + +https://t.co/12Tva4urTT + +#climate #glaciers #travel #hiking #Chile…",320087 +RT @Forbes: Countries are turning to green bonds as a way to enlist private investors in their fight against climate change. https://t.co/4…,389556 +"Spotted skunk evolution driven by climate change, suggest researchers https://t.co/FDB0XS1agz",7867 +"@_Incech @topical_storm Not true....im a racist, xenophobic, sexist, climate change denier that wants to destroy the NHS.",266834 +Trump takes aim at Obama's efforts to curb global warming https://t.co/rNfJBQffSi,297246 +"RT @nytimes: This Alaskan village is losing an estimated 38,000 square feet a year due to the effects of climate change… ",972720 +"Liberals love to credit science when it comes to climate change; the moment we talk about gender, science is off the table.",832558 +"RT @BernieSanders: Trump's choice to lead EPA doesn't just deny climate change, he's worked with oil & gas companies to make us more depend…",973815 +RT @Forbes: What does China’s new and growing dominance of global energy financing mean for climate change?…,121239 +RT @TIME: 'Acting on climate change is actually where the money is' https://t.co/WhpRiKNbSD,173190 +"@SteveSGoddard Global Warming; climate change; & unusual weather all caused by human production of CO2, now .04% of… https://t.co/wIOvmuGSBj",347349 +"RT @AP: In a #360video, scientist drill into in an Oman mountain range to study carbon’s role in climate change. Read more:…",801067 +Reducing #foodwaste is also one way to mitigate climate change. #sustainableag https://t.co/w0ro3cojZn,554970 +If you still don't believe in climate change you are a fool.,942489 +RT @SenKamalaHarris: We can either be part of a climate change solution or force generations to come to deal with this problem.,318547 +RT @tauriqmoosa: @PolitiFact This is how the President of America discusses the major issue of international climate change control:…,433231 +"RT @drjanaway: Ironic that oil companies denying climate change cosy up to creationists that deny dinosaurs. + +Where's your fuel coming fro…",214255 +Pakistan determined to deal with impacts of climate change: PM Nawaz https://t.co/gaGJ6Xb8Ef,964352 +"National Geographic asked photographers to show the impact of climate change, here’s what they shot https://t.co/PhRbcBy2NA",296345 +RT @TIME: EPA chief says carbon isn’t a ‘primary contributor’ to climate change. Science says he’s wrong https://t.co/kGLtWgsz6M,369301 +@itsmimiace I actually bitch frequently that if the world when vegan we would pretty much resolve global warming and world hunger,786938 +RT @ThomasB00001: We can debate how to tackle climate change – but the science is settled #ClimateMarch #ActOnClimate https://t.co/llNRliCf…,248151 +RT @Underdawg47: #ImVoting4JillBecause she is the only candidate truly dedicated to fighting global warming,706539 +RT @guardian: Heathrow third runway 'may break government's climate change laws' https://t.co/26iK4Rltfx,243277 +Why the media must make climate change a vital issue for President Trump https://t.co/0ln1kLn2et https://t.co/Wok0SIe1b9,1848 +"RT @wef: Many young people fear climate change and poverty, as much as they fear terrorism https://t.co/AAKBNN5IkP https://t.co/waO86tUyjj",988928 +RT @businessinsider: A climate change skeptic is leading Trump's EPA transition — but these charts prove that climate change is very real h…,829412 +RT @ClimateReality: There is no scientific debate about climate change. It’s irresponsible journalism to pretend otherwise https://t.co/lX4…,876162 +RT @WorldBankWater: .@WorldBank launches MENA #ClimateAction Plan to address climate change in the Arab World: https://t.co/KYLIDGHfc4 #CO…,983975 +RT @SethMacFarlane: HRC proposes installing half a billion solar panels by the end of her first term. Trump thinks climate change is a hoax…,920807 +RT @Aiannucci: The US elected Trump but the rest of the world didn't.So what do we do if US policies ( e.g. climate change) threaten the re…,857409 +@JoyAnnReid 2016 is the Hottest Year in recorded history.....but there's no climate change! https://t.co/Y8YGVQIoRi,642964 +"RT @Independent: Secret government documents reveal climate change measures to be ‘scaled down’ in bid to secure post-Brexit trade +https://…",740115 +@HaezelBae tru climate change is the more technical term sowee ��,287561 +"RT @ClimateCentral: A new, interactive map shows where climate change has affected extreme weather events https://t.co/MSooXzkQpR",65414 +RT @jonathanvswan: 'We will cancel billions of dollars of global warming payments to the United Nations. We don't even know what they do wi…,115578 +"Me a couple years ago: +'At least the Appalachians will be safe from climate change disaster.' +Today: +https://t.co/1ruRvqCOqI",996029 +RT @RushHolt: Ignoring evidence of climate change = ignoring evidence of gravity & jumping off bldg. #EPA should follow evidence. https://t…,530221 +"RT @ClimateCentral: Remember hearing about that climate change lawsuit filed by 21 kids in Oregon? + +It's moving forward. + +Against Trump. ht…",390917 +RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,879745 +RT @UN: New research predicts the future of coral reefs under climate change - @UNEP explains: https://t.co/TKxyf4GwqU https://t.co/PyFbkwO…,664859 +"RT @NatGeoChannel: Watch #BeforeTheFlood right here, as @LeoDiCaprio travels the world to tackle climate change https://t.co/LkDehj3tNn htt…",29179 +"GOOD! If the PEOTUS & EPA appointee won't fight climate change in the 2nd most polluting country, the rest of us ne… https://t.co/Ej44pQaRZi",329827 +RT @business: Google and Facebook join cities pledging their support for policies combating climate change https://t.co/D79SXUxE26 https://…,76057 +"RT @IndiaExplained: Why not also throw in animal cruelty, global warming, potholes in Mumbai, and the Bombay Gym denying women membersh…",815249 +RT @TheCritninja: #HurricaneHarvey didn't come out of the blue. Now is the time to talk about climate change. https://t.co/GcNtOtacPx by @N…,516224 +RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,879490 +"RT @JohnLynch4GrPrz: @LeeCamp The Arctic Ocean creates the Under Ocean Current. When it stops, there will be catastrophic climate change. #…",870513 +Trump's channels King Canute as he orders Agencies & the military not to adapt to extreme weather & climate change https://t.co/Z5gAeVSskf,447999 +RT @SethMacFarlane: HRC proposes installing half a billion solar panels by the end of her first term. Trump thinks climate change is a hoax…,282117 +"Retweeted alex D (@_alexduffus): + +It's 2016 and trump is going to appoint a climate change denier to the head of... https://t.co/ug1eAxCzky",551584 +"RT @SethMacFarlane: Are we looking at an America that officially believes climate change is a hoax? Sorry, everybody else.",896735 +Immersive installation EXIT turns climate change & refugee into art https://t.co/R3QMcd5fUP @UNSW #unswGC Grand Challenges,378299 +"@1950Kevin I’m creating a new think tank for climate change, would you join and post your tweet also at https://t.co/u1UbQXLmrF ?",362462 +MPs urge May to tackle Trump on climate change - https://t.co/qpwWuLEL4g,817340 +Google:Democrats protest after schools sent material that questions climate change - Washington Examiner https://t.co/dU36xPwH41,339234 +"RT @Independent: Donald Trump has chosen the worst man possible to head up the climate change department +https://t.co/3Na4tunv5w",384300 +@MakiSpoke what about climate change denial? His complete dismissal of police brutality? His party's insistence on trans prejudice?,372535 +Frequently asked questions on climate change and disaster displacement https://t.co/ixbrGsFLzd,481501 +"RT @AngelicaJoy__: It's so nice out LOL global warming, we're all finna die https://t.co/8QsUzRURXz",22762 +"RT @Soldierjohn: Trump win stokes fears over climate change goals, hits renewable stocks https://t.co/vmPFoQ9Ifu via @Reuters SCREW THE COR…",485119 +so I just watched @LeoDiCaprio's climate change documentary and I am now a climate change activist,960924 +RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,1286 +RT @CBSNews: Al Gore's quest to change the thinking on global warming https://t.co/9WN6JTdS4h https://t.co/ifICZKj5ja,484608 +Since this weather hit I haven't heard a damn thing about global warming🐸☕️,96406 +"RT @Fusion: Imagine, if you will, a world where the media covered climate change the way it covers Hillary Clinton's emails…",119877 +@JordanUhl @TrumpResponders This just proves how Trump supporters want 2 Blame Obama 4 everything/ at least he believes about climate change,704187 +RT @sciam: How do you talk to someone who is skeptical about the impact climate change will have? https://t.co/wveBCHKH8E,639303 +How are global warming deniers going to explain the fact that there's a wildfire in Greenland?,226794 +"Most staple food crops are vulnerable to climate change and eruption of uncontrolled diseases.Food production,Banana being a first victim.",466728 +"RT @curryja: Are climate alarmists afraid of climate change, or fossil fuels? https://t.co/1oXsBT0lIF",267290 +"RT @Earthjustice: Scott Pruitt: “Reasonable minds can disagree about the science behind global warming' + +No they can't, agrees 99% o… ",197811 +My english prof asked the class if climate change was real and i whispered 'how is it not real' and the prof yelled at me for talking... ok,192879 +@ShellenbergerMD @DrSimEvans @bradplumer @JigarShahDC should we care about the economics when fighting climate change?,541183 +@L1bertyh3ad it's been one of the most important feedback devices in natural climate change throughout the past. It… https://t.co/ZRIYQOrhnl,268167 +"RT @Independent: World food supplies at risk as climate change threatens international trade, warn experts https://t.co/jPfCwhcHvr",222652 +The military says climate change is a threat. The whole world now believes in climate change except for our government. #FaithlessElectors,389701 +#3Novices : Historic climate pact comes into force https://t.co/RXhYE6Qiah A worldwide pact to battle global warming entered into force on…,778178 +RT @NYMag: EPA head Scott Pruitt denies carbon dioxide’s role in climate change https://t.co/XBv0N5OxJh,899742 +"RT @KathrynBruscoBk: Maybe, ancient diseases will wake-up climate change deniers. +#ClimateChange #ActOnClimate https://t.co/gipVmGDG88",611148 +"RT @climatehawk1: In Davos, bracing for shifting U.S. stance on #climate change - @stanleyreed12 @nytimes https://t.co/wZJEeWnSdo… ",412287 +RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,154379 +"RT @dakasler: Can state run on sun and wind alone? Facing Trump, California weighs aggressive climate change measures https://t.co/aYzKk6BD…",337433 +"Yeah, but climate change is a hoax, right Donnie? #Resist https://t.co/FSfQi6OhOC",4992 +RT @RogueEPAstaff: Both EPA and Interior have now scrubbed climate change from their websites. https://t.co/fxfRag6qWU,952134 +"2016 Was The Hottest Year Yet, Scientists Declare: Last year, global warming reached record high temperatures — and… https://t.co/yE5qFIWavP",614950 +"RT @YahooNews: Trump calls global warming a 'hoax,' but he cites its effects in fight to build a wall at his Ireland golf course…",433589 +RT @RogueNASA: 👇🏽👇🏽👇🏽 Direct impact of climate change 👇🏽👇🏽👇🏽 https://t.co/a3KjSPKYmd,431329 +"RT @TIME: Rex Tillerson allegedly used an email alias at Exxon to discuss climate change +https://t.co/xJcCa3Ar5i",973104 +"RT @truthout: Noam Chomsky on #DonaldTrump, climate change and our accelerating race toward disaster. https://t.co/4YImHl6lNv #climatechange",345041 +"RT @Ayylmao297: As serious as a heart attack, world hunger, and climate change combined https://t.co/LVWshF224J",9154 +RT @ALT_uscis: Conservatives are trolling Trump with climate change ads on Fox News and Morning Joe https://t.co/gB0KtTjeEO via @Verge,159443 +"RT @GMB: WATCH: Earlier #StephenHawking joined us to discuss Trump, climate change and Brexit. Watch the full interview here…",328167 +"RT @UniteBlue: #ClimateMarch2017 + +#ClimateMarch + +#UniteBlue + +These 21 photos show that climate change isn't a fringe issue via Mic…",410690 +RT @BigGhostLtd: This album might end global warming,560172 +"RT @ddlovato: #IVotedBecause I believe in equality, we need comprehensive immigration reform, I am pro-choice and global warming IS real. #…",475421 +#EntrepreneurshipEmpowers micro-entrepreneurs by uplifting households out of poverty and combating #climate change.… https://t.co/hmFqKivPQ4,693871 +RT @nationaltrust: “What if bees & butterflies become extinct?' Read Kathy Jetnil-Kijiner's moving poem on climate change:…,765176 +@terngirl @morganpratchett and yet twitter is full of climate change deniers and the worlds remains silent! what can we do to stop this???,473084 +"RT @turnip_patch: @JacquiLambie Yep, let's just give up on global warming and all move somewhere else. Oh, wait...",948517 +a punishment of jail time & force-feeding meat for trying to counteract the global warming he doesnt believe in.. so he can sell more steaks,614570 +"@Salon If Trump pulls the US out of the international climate change agreemeent, the backlash will dwarf what he ha… https://t.co/gNwm1kS7ZO",240361 +RT @jkzsells: If global warming isn't real then how come the Ice Climbers aren't in Smash 4,179722 +RT @tutticontenti: Arctic ice melt could trigger uncontrollable climate change at global level https://t.co/iaUwmO1L1T,221023 +"RT @davidaxelrod: Shouldn't we start naming these repeated Storms-of-the-Century after key climate change deniers? +Hurricane Donald. +Hurric…",147626 +"Lend your voice to our planet, our home and be part of making climate change history + https://t.co/b6R0MxAyNP by #NiliMajumder",82010 +"Devastating global warming is inevitable due to inaction of international community, says leading economist https://t.co/seQaREaK6G",660216 +"RT @AP_Politics: Trump working to unravel Obama efforts on global warming, +by @MatthewDalyWDC and @colvinj +https://t.co/1WFXVgxM9B",954078 +RT @JSTORPlants: Outwitting climate change with a plant 'dimmer'? @TU_Muenchen#PlantsAreCool https://t.co/aFtMDL01Pd https://t.co/f7Z9swVVek,201149 +"RT @nytimes: In a new ad for The New York Times, Josh Haner reflects on the effects of climate change on polar bears. https://t.co/IVkEAwo1…",362596 +RT @RacingXtinction: One of the easiest ways to help combat climate change is to stop eating beef #BeforeTheFlood #RacingExtinction https:/…,306287 +RT @travisgrossi: All the people who don't believe in the science of global warming should look directly at the eclipse and see what happen…,480623 +"RT @BNONews: President-elect Trump is examining how to withdraw from historic Paris deal that seeks to reduce climate change, source tells…",83287 +RT @NatGeoPhotos: Explore eye-opening ways that climate change has begun to affect our planet: https://t.co/w7wSJjWbaj https://t.co/wrHxW53…,860488 +"RT @WendyandCharles: YourNewBooks: Androids Rule The World due to climate change, but not for long. #scifi #99c … https://t.co/dJTV585bz0",659668 +RT @lauralhaynes: I'm an #actuallivingscientist! I study past climate change and ocean acidification using tiny zooplankton shells…,443467 +"RT @nytimes: Americans are eating less beef, and that might help in the fight against climate change https://t.co/ZsY4wbRKcR",401669 +@jamesrbuk @JonnElledge @dickdotcom It reminds me of that ad for climate change action where a school teacher blew… https://t.co/WsqDTCc30A,605414 +RT @SenSanders: We have a president-elect who doesn't believe in climate change. Millions of people are going to have to say: Mr. T…,411340 +#pos 'Trump rolls back Obama-era climate change policies' https://t.co/mLRtf2r3vA,6215 +RT @Budz442Bud: Don't be fooled by the daily BS trump is about Russia and the money he plans to make off global warming & Siberian…,34173 +RT @NotJoshEarnest: Hijackers are threatening to blow up a plane in Malta. Let's hold off on blaming climate change until we know for sure.,927611 +"EPA chief wants his useless climate change 'debate' televised, and I need a drink https://t.co/4YXRDhLLfD #tech… https://t.co/9yoSNkSVKb",417370 +"RT @tealC17: Humans are causing the sixth mass extinction- some causes are climate change, agriculture, wildlife crime, pollutio… ",829063 +RT @washingtonpost: How climate change could be breaking up a 200-million-year-old relationship https://t.co/r6fsGwC4nK,955137 +RT @WIRED: This is what pulling out of the Paris Agreement means for climate change—and America https://t.co/HYlt4LTyzn,974180 +RT @AstroKatie: Providing access to preventative healthcare is cheaper than letting people get sick. Mitigating climate change is cheaper t…,513478 +Tech and cash is not enough when it comes to health and climate change via @mashable https://t.co/RyU1sogkxs https://t.co/QQ750OEkml,63637 +RT @KajEmbren: A man who rejects settled science on climate change should not lead the EPA - Via @washingtonpost #climatechange https://t.…,3608 +RT @HuffingtonPost: Trump says 'nobody really knows' if climate change is real (It is.) https://t.co/feVtU9oQlm https://t.co/oiUHYkEUbj,143481 +RT @guardian: ‘Shell knew’: oil giant's 1991 film warned of climate change danger https://t.co/UTnCGwO9GA,279637 +"No, it's been horrendous to watch and our POS government is ran by money hungry climate change deniers so disasters… https://t.co/nO4cLiV9To",12633 +Lakes worldwide feel the heat from climate change https://t.co/J2gpTOOVQH via @AddThis,91354 +RT @JacksonSeattle: Says the man who doesn't believe in global warming... https://t.co/8rv9F7c7fR,456539 +Idc what the data says global warming is real to what extent no one knows but environment or jobs tough call can't have both yet,103459 +"RT @wwf_uk: Great reactions to our Polar Bear #aprilfools. Good fun, but climate change impact on arctic is sadly very real. https://t.co/…",724466 +"The change has been so drastic in Colorado my frequent snarky phrase of the year is, “oh but don’t worry, global warming isn’t real”",917465 +Green News: EU requires pension funds to assess climate change risks https://t.co/0n5qMab0jv,677645 +@KellyannePolls @Grammy8 no Russia did not hack#if Trump walked on water they would say he can't swim or blame global warming 4 frozen water,625671 +RT @kirillklip: #China the Center of #Lithium Universe becomes the driving force for climate change actions with its New Energy Plan https:…,368134 +RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,418287 +Signs of climate change at Arctic tree line - EarthSky https://t.co/BKNBWW12w1,830297 +"RT @McFaul: Please @realDonaldTrump , study the long term implications of climate change. I know you care about conflict & mig…",850990 +"RT @Oxfam: Last year, 190+ countries signed the #ParisAgreement promising help to those worst hit by climate change. Promises…",99241 +"RT @PeterSinger: I talked to @Ecosia about climate change, environmental action, ethical business, and pleasure. +https://t.co/JPQjudsasu",713539 +RT @HuffingtonPost: National park defies Trump with climate change facts https://t.co/az2ifNOpDl https://t.co/CDtwqP1LOz,776332 +"RT @_TheKingLeo_: Republican logic: Renewable resources are imaginary, like climate change https://t.co/orN3DfTUZ0",611692 +RT @katiecouric: These kids sued the government to demand climate change action: https://t.co/kfwD0QKVyX,378145 +RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,692646 +RT @lliiiiizzzzzzz: sad that well renowned scientists who devote their life to scientific research on climate change still have to argue w/…,551222 +"80% of petroleum geochemists don't believe climate change is a serious problem' -- still a bad analogy, but one le… https://t.co/WpifWHn065",41841 +"#BreakingNews In race to curb climate change, cities outpace governments: https://t.co/OTOmn7xyMr https://t.co/yTHvrelJiQ",676647 +"RT @AndyBrown1_: Earth could hit 1.5 degrees of global warming in just nine years, scientists say @Independent https://t.co/bXOWHhqmdr",964118 +"RT @bennydiego: Trump has spouted misogynistic, racist, xenophobic & climate change-denying views every step of the way. I do not wish him…",829668 +Michael Barone: Lukewarm and partisan on global warming https://t.co/vi5J4OuZCk,416481 +#Mitigating global warming by CO2 storage? Check for continental stress https://t.co/7U99DBscXh,585188 +"RT @CNN: President Trump has long been skeptical of climate change, often saying that it isn't real https://t.co/JuBuekL1aD https://t.co/YQ…",119077 +RT @Reuters_Davos: Trudeau to DiCaprio: Shush on climate change! https://t.co/rA6AXLXF8u #Davos #WEF16 https://t.co/iJt0MTfQfG,122135 +"RT @TheRoot: Environmental Protection Agency head, Scott Pruitt, continues to deny climate change: https://t.co/9NCnvq7hoM https://t.co/tZ…",541838 +RT @mitchellvii: Americans are even less worried about Russia than climate change.,176060 +RT @Janefonda: If you're in your room silently panicking about climate change and Trump--join us in DC on April 29. Group therapy! https://…,864487 +Using the Freyer model to deepen our understanding of climate change. https://t.co/6KC5pzQcqT,751214 +"If you can watch this video, and still believe in the global warming scam - then you are an idiot. +https://t.co/p9tOXEpQPV",219125 +Concerns global warming 'worse than thought' https://t.co/5xpNmACh4P https://t.co/TM5oF9ZZ7J,660479 +RT @kwilli1046: CNN's B.Stelter destroyed by Weather Channel founder John Coleman over global warming. This deserves endless retweet https:…,490868 +RT @AJBiden14: People who believe in man made 'climate change' are also 500% more likely to believe Nigerian prince emails.,826967 +RT @drvox: 1. Here's an annoying dynamic in US politics. It goes like this: a) pigeonhole climate change as an 'environmental problem.' b)…,129768 +"RT @Gus_802: Enjoy your new climate change denier EPA administrator. + +'Keep it in the ground!' + +HAHAHAHAHAHA!",750892 +"RT @RFCSwitcheroo: 6.2 earthquake in NZ shortly followed by 6.2 quake in Argentina. But don't worry folks, I'm sure climate change has noth…",720402 +@ajthompson13 @ArbyHyde @kaupapa @johnkeypm @TVONENZ @Vance world's elite are doing as much about that as they're doing about climate change,453224 +"RT @BuckyIsotope: TRUMP: climate change is a hoax. Muslims and Mexicans are all criminals. I am your new god. +MATTHEW MCCONAUGHEY: alright…",704902 +Signs of climate change at Arctic tree line - EarthSky https://t.co/bDPtVTNHav,796499 +"Many of my fair-weather friends have abandoned me. + +I blame climate change.",533138 +RT @teamcobynigeria: Technology isn't our sole salvation in tackling climate change https://t.co/u4ovzTaNT1 #GrnBz via @GreenBiz @Ygurgoz @…,751954 +RT @NBCNews: World powers line up against Trump on climate change https://t.co/2OZcB3kacs https://t.co/KyZiUr5sHb,654466 +"RT @1followernodad: parent: I'd do anything for my children! + +Scientist: here's how to stave off climate change so your children can stay o…",379806 +"RT @SenSanders: On virtually every major issue — raising the minimum wage, climate change, pay equity for women — we are the majority",584321 +Franciacorta embraces forgotten grape to fight climate change - Decanter https://t.co/McdFIHy0G0 via @decanter,21580 +Via @sejorg- EPA head casts doubt on ‘supposed’ threat from climate change - @thehill https://t.co/aIzQwu6F7l,628187 +"RT @TheStranger: There is no getting over or under climate change. +https://t.co/jPdbQvEJtn",604103 +RT @AJEnglish: Will a Trump presidency set back the fight against climate change? Share with us your thoughts below #COP22,324896 +RT @FAOForestry: #nowreading #Forests fight global warming in ways more important than previously understood https://t.co/sr8GsXIGir…,403714 +"RT @scividence: Scott Pruitt’s office deluged with angry callers after he questions the science of global warming +https://t.co/cNFM27fazR",679294 +"RT @WilDonnelly: Irma has exceeded theoretical max intensity. I'm sure it has nothing 2 do w/ climate change, just God punishing som…",288757 +@Valefigu 'climate change isn't real !!!',885811 +"RT @AskRaushan: #beefban can mitigate climate change: US researchers +https://t.co/8bMoTzLoqw",87060 +"The White House calls climate change research a 'waste.' Actually, it's required by law https://t.co/2IzNL1juGH",226855 +1/x The potential case for why HAVING kids may be a better answer for solving climate change: https://t.co/Hxq5fCrQfW,208873 +@_lsm3000 @lsm3000 and ppl who claim to care about climate change but don't change any of the daily habits to contribute less 😜😜,385795 +RT @weathernetwork: New study shows future of Lyme disease in Canada and how climate change could fuel the increase of infected ticks:…,36354 +"Underwater volcanoes, not climate change, reason behind melting of West Antarctic Ice Sheet . . . Haaa Ha + +https://t.co/lBg4R6zfqu",231516 +WIRED: Rex Tillerson's confirmation hearing did not inspire confidence in the US role in fighting climate change https://t.co/nDO75xFhu6,898881 +@NancyPelosi we should debate things that matter- ok let's debate the lie of climate change! Liberals have lost there ability to reason !,439774 +@jacksonbrattain We were talking about climate change though too ��,41702 +Agriculture victim of and solution to climate change https://t.co/FYTxcAp8PY,697039 +"RT @SenSanders: On virtually every major issue — raising the minimum wage, climate change, pay equity for women — we are the majority",118268 +"#TeamFollowBack Climate talks: 'Save us' from global warming, US urged https://t.co/KIRJJHb1xa #AutoFollowback",230412 +"RT @mch7576: Trump appointees on climate change: Not a hoax, but not a big deal either https://t.co/Ba2StC1w6m",401943 +RT @Toby_Johnson: China warns Trump against abandoning climate change deal #COP22 https://t.co/hwCi1hwRc7,317235 +RT @SladeWentworth: I guess I shouldn't be surprised that climate change deniers exist when I still see so many seatbelt deniers on the roa…,190442 +RT @guardian: What Shell knew about climate change in 1991 – video explainer https://t.co/VRhkQKMvg0,324957 +Fighting climate change could trigger a massive financial crash https://t.co/5F9b840L2S,211902 +"RT @coalaction: BREAKING “We think #climate change represents a material risk” - NZ Super Fund divests from oil, gas, #coal co's +https://t…",719624 +@TL_Wiese @HillaryClinton @realDonaldTrump He's hot headed and vindictive. He's pro use of nukes. He thinks climate change is a hoax.,422031 +@NatGeo meanwhile the dinosaurs don't give a 💩about your global warming/destruction caused by humans posts...,941377 +"How IIoT Will help on disaster recovery due to climate change? Thousands of possibilities, climate stations with data analytics plus PI.",125441 +RT @Uber_Pix: Here you can see who the victims of global warming are ... https://t.co/HfJESXAjSh,242012 +My answer to Why are there people who deny global warming due to human factors when more than 90% of scientists adh… https://t.co/1bHzTzUtaB,242306 +@ZBC21093 @COLRICHARDKEMP I don't think anyone debates climate change. The debate is over the extent to which humans are responsible.,342079 +Sydney mayor Clover Moore orders urgent action on climate change https://t.co/keJdmhvDJ3 via @smh,656786 +"We must do more than tweet about this . +Southern Africa cries for help as El Niño and climate change savage harvest https://t.co/iRpz7EHfRc",665159 +RT @SenSanders: We have a president-elect who doesn't believe in climate change. Millions of people are going to have to say: Mr. T…,449945 +RT @NickMcKim: Oh dear. I said in the Senate today that Trump thinks climate change is a Chinese hoax. Nationals Senator Barry O'Sullivan s…,879883 +Tinder that this drought is over does not mean the ACTUAL DROUGHT from global climate change is over,749307 +"RT @jswatz: For those who saw a sign of moderated views on climate change in E.P.A. chief Pruitt's confirmation hearing: uh, no. https://t.…",66606 +RT @TIME: 50 years ago this week: Worry over climate change has already begun https://t.co/W7tGj7DxbC,635824 +Outwitting climate change with a plant 'dimmer'? - Science Daily https://t.co/M6kMzn3DsG,810058 +"@ChrisNelsonMMM @KendraWrites @MaraWilson Ah, yes, I like to spread global warming on toast with butter.",281353 +RT @davidsiders: More GOP lawmakers bucking their party on climate change https://t.co/TUOCDiluiq via @politico,708472 +"@HavokMiscreant @neiltyson You have to take responsibility for your contribution to climate change. +Stop blaming i… https://t.co/yEbESQFoXX",819973 +US 'forces G20 to drop any mention of climate change' in joint statement https://t.co/Tj2oRyPfVU,867318 +RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,608853 +@SpillaneMj The website referenced was sent to me by C02 = global warming supporters. Read all the contributions on the Blog thereunder.,972226 +.@realDonaldTrump climate change doesn't care if you believe in it or not. the Venice of USA https://t.co/V8Yw8sYcAQ #climatechange #floods,800498 +"RT @MichaelGaree: BILL MAHER: Pence a guy who doesn't believe in global warming OR evolution, but DOES believe in efficacy of 'gay co…",793922 +"RT @Greenpeace: More than 4,000 species of snowmen were threatened by climate change in 2016 alone https://t.co/fKV7aKiCvK https://t.co/u3y…",198481 +"RT @deetut: I just joined @NatGeoChannel @21CF in combating climate change. Take action #BeforeTheFlood +https://t.co/tmSLKN3eNP",252111 +"2016: the year climate change came home: During the hottest year on record, Karl Mathiesen travelled to Tasmania… https://t.co/cFhAHVtvoD",325911 +Another ridiculous scare tactic: 2 billion climate change refugees by 2100 | Watts Up With That? https://t.co/kJL4Tr4XVt,485103 +RT @Luke4Tech: Obama wasn't very vocal when all these attacks happened he thought global warming was more important ... https://t.co/q1aSRS…,672238 +RT @mhaklay: Help a study of visualisation of data quality in climate change maps https://t.co/EGXgAsrwqc from @giva_uzh,18275 +RT @AltNatParkSer: Most of the leading scientific organizations worldwide have issued public statements endorsing climate change findings.…,144361 +RT @PaulRogersSJMN: Trump administration tells EPA to cut climate change page from EPA website https://t.co/TQxHuwdp7z via @Reuters…,995474 +Just talking about global warming... nothing else... who no like beta thing... https://t.co/F2JsKCAxqt,392717 +A French scientist’s research attributes most of the global warming to solar activity - https://t.co/eZlHh9NCs3 https://t.co/N6wyZ0Mgj3,308265 +@twilightrevery cus his ideals include convulsive therapy and eradicating budget for climate change,39492 +"RT @JamesSurowiecki: (Even if climate change has gone practically unmentioned during this entire campaign, it still matters more than anyth…",69444 +Nobody has to 'believe in' climate change -- it's not 'the emperor's new clothes.' Just read this! https://t.co/GBg1zalLiM,12457 +@magesoren to be fair climate change is basically the human race wiping itself out,212664 +"RT @_AlexHirsch: Simple. I believe in climate change, a woman's right to choose, gun safety & the wealthy paying their fair share. T…",816340 +"In interviews, Trump's EPA pick questioned climate change, said Obama EPA rules would be undone @CNNPolitics https://t.co/SKxQ0jFwfV",606236 +our current EPA as well as CEO of a major oil company-just told the world that Carbon Dioxide is not the leading cause of global warming 🤔,194914 +"RT @margotoge: Even #Exxon with his tainted history on #climate change asks Trump not to ditch Paris climate deal - Mar. 29, 2017 https://t…",216293 +"I used unrefined icing sugar to dust my Christmas cake scene and now it just looks like a desert. +Bloody global warming. +#sandstorm",303599 +RT @TheCourtKim: me enjoying the weather that global warming has blessed us with 😍 https://t.co/q6gsxQLuR3,343159 +You cannot recycle your way out of climate change.' @doctorow #SXSW,206331 +Seems only good scenario for climate change depends on science & engineering finding something new while we reduce greenhouse gas production,524269 +Publishing opinion pieces denouncing climate change can be damaging. https://t.co/OW5LbtQ1h6,434114 +The weather outside is frightful thanks to #climate change and the polar vortex - @CBCNews https://t.co/0BeGDdoDfi,86292 +@davidfrum Read article on creation of extinct biome park~pls explain what the correlation of Woolley Mammoths & reversing climate change is,987282 +RT @climatehawk1: Uninhabitable Earth: When will #climate change make it too hot for humans? | @dwallacewells @NYmag…,562537 +RT @Tat_Loo: 2009 he said Obama had 4 y left to save the world from climate change. 2015 he said Obama's climate policies were '…,404732 +"RT @nktpnd: Even a 4-year Trump presidency would be a death knell for reversing the negative effects of climate change, by the way. #Electi…",764897 +RT @geogabout: How tourism is changing in Iceland due to climate change https://t.co/t9V6dCokxY,816811 +One fifth of the worlds coal burning plants are in the USA. Trump is bringing back coal. Republicans deny global warming science. Brilliant!,377492 +UK slashes number of Foreign Office climate change staff https://t.co/FmILaDcWLc,46126 +"Trump may not change his stance, but climate change is real. https://t.co/zOeAOVFshA",637184 +Budgeting for climate change in water resources https://t.co/rw9nNRca2v https://t.co/tpfE7GtGH0,432808 +RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,314173 +"RT @EricHolthaus: We’re not just getting freak weather anymore. We’re getting freak seasons. + +On blizzards and climate change: + +https://t.c…",515732 +"RT @jamestaranto: Without meaning to, Steve Waldman admits 'climate change' is religion, not science. https://t.co/88niLPWmp0 https://t.co/…",838114 +RT @charliekirk11: When will liberals finally agreeing that ISIS is a bigger threat than climate change?,66701 +RT @EuroGeosciences: Record-breaking #Arctic warmth ‘extremely unlikely’ without climate change. Via @CarbonBrief https://t.co/p2OJgjv8M5 h…,621746 +"RT @MindTripper13: trump dismantles climate change regulations, saddest day for humanity & animals and plants: present rate of... https://t…",266646 +RT @Warsie34: @A1yosha @le_skooks well we are vasically set in the hunget games trajectory given Trump says hell sabotage climate change ag…,560557 +RT @inesanma: At @Crux: Pope Francis urges scientist to lead the path against climate change https://t.co/ToCnCqooya https://t.co/1i3wYGtM0V,793372 +Gov. Jerry Brown warns Trump that California won't back down on climate change https://t.co/hBoXXbPRHZ,913750 +RT @MJShircliff: That is not 'good' that is climate change https://t.co/dmOIwFPSBM,139199 +Care about climate change mitigation? Ask what steps a business is taking to address their contribution.… https://t.co/AWg6bwSbuK,420137 +/. the world on ways to address climate change through innovation of energy and environmental technologies including their deployment.',292903 +"RT @peteswildlife: Top story: #keeptheban UK to 'scale down' climate change and illegal wildlife m… https://t.co/mUiVSSId7h, see more https…",651987 +RT @businessinsider: KERRY: Trump's views on climate change might change once he takes office https://t.co/RBZGOvuYiH https://t.co/qir0GvPC…,157858 +Scott Pruitt's office deluged with angry callers after he questions the science of global warming https://t.co/8SbCXbVr7y via @nuzzel,270569 +Freshman Democrat Kamala Harris grills CIA director nominee on climate change https://t.co/h0FVpLVmMR via @DCExaminer,362026 +Also #r4today framed the denier's viewpoint as 'not believing humans at least part of cause of climate change'. https://t.co/XmMyFAUSsd,443999 +"RT @WorldfNature: Malcolm Roberts' climate change press conference starts bad, ends even worse - The Sydney Morning Herald…",588978 +RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,211628 +RT @ajplus: Indigenous activist Xiuhtezcatl Martinez is suing the federal government to demand action on climate change. https://t.co/PnjHO…,609004 +"RT @CarolineLucas: Donald #Trump isn't just bad news for the US – when it comes to his #climate change beliefs, he's a danger to us all htt…",482845 +"@SenSanders No Sanders,you helped Trump win by implying Clinton was cheating,so now any ACTION on climate change is over.Take responsibility",598339 +RT @THECAROLDANVERS: liberals are so annoying... have fun working to fight climate change w/ a person who believes climate change is a m…,943724 +"@JlackBesus he doesn't believe in climate change, his running mate support conversion therapy for lbgt humans.",794232 +Scott Pruitt’s office deluged with angry callers after he questions the science of global warming… https://t.co/8nYhgYZ3i2,272594 +"RT @UNEP: As climate change displaces everything from moose to microbes, it’s affecting human foods, businesses&diseases. Rea…",899087 +RT @ABC: New York billionaire Michael Bloomberg urges world leaders not to follow Pres. Trump's lead on climate change.…,429784 +Mass migration as a result of climate change is predicted to become a much greater problem | Fiona Harvey #QandA https://t.co/8vHBiI8TvW,760840 +The most important thing about global warming is this. Whether humans are responsible for the bulk of climate change is going to be left to,28149 +RT @SethMacFarlane: HRC proposes installing half a billion solar panels by the end of her first term. Trump thinks climate change is a hoax…,808742 +RT @IFAWUK: Tiny endangered African penguins need our help to survive in the face of climate change https://t.co/vEdG8YZyL3…,150908 +New Zealanders' beliefs in climate change and that humans are causing it are increasing over time. https://t.co/vOrQoJiWCT,768682 +"RT @NatGeoChannel: Watch #BeforeTheFlood right here, as @LeoDiCaprio travels the world to tackle climate change https://t.co/LkDehj3tNn htt…",820329 +"RT @SenSanders: LIVE: Join me and @billmckibben to talk about the movement to combat climate change. +https://t.co/KwfkWFzLWH https://t.co/1…",173226 +"Congratulations on your win, @realDonaldTrump. Please watch climate change doc @HOWTOLETGOMOVIE before you back out of Paris agreement.#maga",259838 +"RT @NatGeoChannel: Watch #BeforeTheFlood right here, as @LeoDiCaprio travels the world to tackle climate change https://t.co/LkDehj3tNn htt…",368871 +"RT @Brule_en_Lenfer: ppl getting all heated about global warming seems a bit ironic, dont ya think?",855825 +".@Verliswolf global warming will kill more than hitler ever did, so i really don't see the difference",786513 +RT @VICE: Americans told the world that Trump won't stop progress on climate change: https://t.co/LAOILWzape https://t.co/D2ZF6zPWYR,156853 +RT @latimes: Gov. Jerry Brown warns Trump that California won't back down on climate change https://t.co/eWV8LYk1jY,789157 +"This is criminal: Trump, Turnbull cut from the same cloth: EPA head Pruitt denies that CO2 causes global warming https://t.co/bzZoCZn193",5991 +https://t.co/hRruM3MKRY ; Worrying trend related to climate change,734105 +RT @C__G___: “Niggas asked me what my inspiration was I told them global warmingâ€,30992 +RT @CivilJustUs: How do they expect us to care about global warming with all this penguin on penguin crime?? https://t.co/HypysWHvVV,467775 +RT @_marisamanchac: Stone Cold Steve Austin is the key to stopping climate change,111368 +RT @Bill_Nye_Tho: leave all that 'climate change aint real' fuckboy shit in 2016,973179 +"Pope, Orthodox leader make climate change appeal to 'heal wounded creation' https://t.co/rvgtDgKSKL",861404 +Wood Stoves a serious threat to health and accelerate climate change https://t.co/LzBtJ7acvu @VanIslandHealth… https://t.co/iarJAx8pA1,95859 +RT @WDeanShook: Top university stole millions from taxpayers by faking global warming research - https://t.co/BCXPHKoarg https://t.co/e01di…,640918 +RT @newscientist: Hurricane Irma’s epic size is being fuelled by global warming https://t.co/l1vPLmyDQR https://t.co/5X7OK3GXrJ,222268 +RT @Obarti: @mark_slusher2 @FoxNews @krauthammer A Cold War is a very good way to offset global warming.,715936 +@OceanSector @RollingOnX like global warming?,615609 +Trump says 'nobody really knows' if climate change is real https://t.co/7fEofemZK6,964807 +"RT @MotherAtSea: Because I may not be able to say it in 3 months: global warming, global warming, global warming, global warming, global w…",950784 +radical islam is more of a problem than climate change,754178 +RT @LangBanks: This is great to see... @NicolaSturgeon to sign #climate change agreement with California's governor…,897363 +RT @USFreedomArmy: Or maybe it is just that the global warming nuts are being given a sign. Enlist with us at https://t.co/oSPeY3QMpH.…,389753 +"Stoving carbon in soils of crop, grazing & rangelands offers ag's highest potedtial source of climate change mitigation.",968374 +UPDATE 3-Tillerson gives nod at Arctic meet to climate change action https://t.co/3Bmvjzdey5 https://t.co/NzA4FONa5w,610718 +RT @kgrandia: Gov. Jerry Brown calls for 'countermovement' against Trump's 'colossal mistake' on #climate change https://t.co/2Z383k8Uec,821120 +"RT @RockedReviews: No, I'm definitely worried about the real global warming. https://t.co/LkOiGP0Nq6",792286 +RT @CNN: No snow where there should be. Bleached anemones. Cracks in the ice. This is what climate change looks like:…,306378 +@MrTedLouis @Hjbenavi927 climate change is real yes but the jury is out as to whether we r directly impact it or if its just mother nature.,944027 +More Republican lawmakers bucking their party on climate change https://t.co/mE2gKZF6HP #climatechange,672988 +@LessGovMoreFun You can't equate global warming entirely with human activity. Climate cycles have gone on for milli… https://t.co/uBV7zZi5C8,926873 +"Climate talks: 'Save us' from global warming, US urged https://t.co/1g6GvOHazT",576218 +RT @SenSanders: President Trump: Stop acting like climate change is a hoax and taking our country back decades by gutting environmental pro…,614007 +"RT @jon_bartley: How many more headlines like this before the Govt takes climate change seriously? #stateofclimate +https://t.co/6RIZEgEcQO",548378 +"@ErikWemple There is no 'debate' regarding climate change, at least no need for any since we are at about 97% agreement.",768017 +@johnric62335732 @LoniasLLC @CNN If I made a list of things we r in danger of climate change would be way way down… https://t.co/3jOQqfSIbn,654397 +Chelsea Clinton blames climate change for causing diabetes https://t.co/3x8sy1MZ6F,235861 +RT @ClimateGroup: Watch @YEARSofLIVING's newest season on @NatGeoChannel to see the solutions to climate change #YEARSproject https://t.co/…,391370 +Wide split between #Republicans and #Democrats when it comes to #climate change: https://t.co/F9fol093Sg https://t.co/2zrNBExKOH,186071 +"RT @MikeBloomberg: Cities, businesses, and citizens can lead – and win – the battle against climate change. https://t.co/NdxtLLZEAf",824006 +A senator's long fight to show the science on climate change is 'mixed' https://t.co/ODKGv5vorc https://t.co/4Odrw91BIC,663965 +"RT @Greenpeace: Have you ever wondered how to respond to climate change deniers? +Click here: https://t.co/2obfyt8FzW https://t.co/tfQ9Uu1K…",823710 +Secretary of state nominee Rex Tillerson shows his true colors on climate change https://t.co/omy83q7H3c https://t.co/mlAHjQ18j2 Buy #che…,378005 +We are on the brink of environmental calamity and one candidate puts climate change in scare quotes. All you need to decide. #voterfraud,730502 +RT @billmckibben: Mildly Disturbing Headline Dept: 'Stratosphere shrinks as record breaking temps continue due to climate change' https://t…,314573 +"RT @SteveSGoddard: - @NASA has tripled global warming since the year 2000, during a time when satellites show no temperature increase.…",385871 +"RT @IIED: If you were following the #ForClimateActionUg conversation last week on climate change in #Uganda, here's a summar… ",434233 +@Sammy_Roth My blog is a mess. But it was practice for publishing my first piece on cotton and climate change at Ensia in February.,802739 +RT @RobertNance287: 'The challenges of conservation and combating climate change are connected. They’re linked.' President Obama. Yes t…,521973 +RT @ScottAdamsSays: Show this article to a climate change worrier and watch the cognitive dissonance happen. It will be fun. (Seriously…,875614 +@concupiscent climate change isn't real though,307688 +"RT @RogerAPielkeSr: 'Florida is not suffering from sea-level rise..,but from subsidence (sinking) of land, unrelated to global warming… ",331041 +"RT @ajponderbws: @MaryStGeorge Time & again conservative policy ignores the science, climate change is the obvious example, but social poli…",901681 +Protected: EXECUTIVE PERSPECTIVE: No more denying: climate change action and gender equality and women’s empowermen… https://t.co/M7xwsgHNrg,465021 +"RT @juiceDiem: Before I go to bed: + +If you think flag burning is a bigger issue than refuting scientific evidence of climate change, you ne…",247820 +"Even the earth has rights in #Islam , so treat it well and oppose global warming. #Mercy",203128 +RT @BernieSanders: #ImVotingBecause the future of the planet is at stake. Hillary Clinton will combat climate change. Donald Trump thinks i…,229310 +RT @Salon: The State Department rewrote its climate change page https://t.co/aeRCJZT0pB,227668 +"What a silly person you are, the founder of weather TV stated loud & clear on CNN that climate change is a hoax shutting the mouths of EWNN",970187 +"RT @UNICEFEducation: 50M children are on the move and out of the classroom - many fleeing war, poverty & climate change…",948579 +And still republicans will look you DEAD IN THE EYE and say global warming is a myth ������������ https://t.co/yTMB9nUmbT,240077 +"RT @DrJillStein: The #GreenNewDeal: +👷ðŸ¾ Jobs for all who need work +☀ï¸ 100% clean energy +🌎 halt climate change +✌ðŸ¼ wars for oil obsolet…",792835 +"RT @greenpeacepress: G7 Summit outcome shows Trump isolated on climate change - +Greenpeace reaction https://t.co/fD920yYz4p #G7Summit https…",541891 +"EPA chief denies carbon dioxide is main cause of global warming and.. wait, what ?: Well… https://t.co/Od3ahmk5zi",376905 +@pulbora dahil ba sa climate change? 😅😂 nagtatampo ako sayo di mo pinapansin yung tinag ko sayo sa fb!!!,420718 +"RT @hannahjwaters: An early-season tropical storm flooded Gulf of Mexico beaches, drowning shorebird chicks. This is climate change. https:…",462840 +RT @350: We will NOT let you take America back to a time when climate change denial was the norm from our top politicians: https://t.co/DJV…,88860 +RT @theblaze: Monster snowstorm in Colorado forces postponement of climate change & global warming rally https://t.co/bxNjmu2cYS https://t.…,83832 +RT @atlasobscura: A new sculpture calls attention to climate change in the centuries-old city it threatens https://t.co/yICnmS9Tuh,739920 +"RT @1o5CleanEnergy: On climate change, US & G20 priorities no longer align: What to expect G20 Hamburg Summit https://t.co/x9OkCiKR2S @g7_g…",787253 +@MusickAndrew @bogieboris @DaysOfTrump Think of people with no jobs and China making up climate change then you'd know #alternativefacts,105649 +RT @frankieboyle: Let's look on the bright side. Maybe climate change will kill off humanity before a Global Fascist government can start t…,4602 +RT @AarKuNine: Denying climate change is like me pretending I don't have an assignment due on Monday while aggressively Netflixing.,765248 +"RT @graham_foto: We're also paying you to do nothing but deny climate change every now and then. You're a grade A moron, Sammy. + +https://t.…",112884 +RT @Netmeetme: Bill Nye slams CNN for putting climate change skeptic on #EarthDay panel https://t.co/LzTTgzTdgh via @HuffPostGreen,732506 +"RT @emorwee: Google, Apple, Microsoft, and Amazon statement on Trump's decision to roll back Obama's climate change regulations https://t.c…",666883 +#science Green Republicans confront climate change denial https://t.co/iPshlxqXLb https://t.co/EgljHygwLm #News #Technology #aws #startup,539233 +RT @AniDasguptaWRI: For too long we talked about #climate change as a GLOBAL problem. To succeed we have to see it as OUR problem https://t…,715698 +"RT @zeynep: True, evacuating millions isn't easy either. But it is something we will have to consider—esp. with climate change. https://t.c…",694079 +@It_Is_I_God @zamianparsons @RPCreativeGroup @realDonaldTrump so do you believe climate change is a hoax? And the earth is flat? Chemtrails?,6025 +"RT @Newsweek: Trump's policies on climate change are strongly opposed by Americans, a new poll indicates https://t.co/t1Qj84D6q3 https://t.…",422546 +@jesuiah01 @cheatneros @yagirlbushra I like that you bring up science but I bet that you deny global warming. Pleas… https://t.co/vjgyTczndu,926173 +"BRICS meeting highlights climate change, trade, terrorism https://t.co/4QChKgnwjJ",303801 +"Houston fears climate change will cause catastrophic flooding: 'It's not if, it's when' https://t.co/GjybP3uhpV... https://t.co/6RxsSpt9WK",179173 +RT @SenSanders: We have a president-elect who doesn't believe in climate change. Millions of people are going to have to say: Mr. T…,339152 +"Ppl who deny climate change, 'If I was a a scientist I'd be absolutely pissed every day of my life' @LeoDiCaprio #preach @BeforeTheFlood_",225522 +"RT @PoliticKels: Don't worry about global warming. We're going to build a new Earth, a bigger Earth, it will be the best Earth ever #TrumpN…",277373 +@Lazarus1940 �� damn climate change!,413184 +"Latest climate change scare story: Rising oceans to produce '2 billion climate refugees' by the year 2100, alarmis… https://t.co/h6qs57tJsW",607498 +"RT @Hannahsierraa_: Documentary w Leonardo DiCaprio about climate change. Free to watch for a few more days, so interesting & important +htt…",811297 +"@realDonaldTrump you're an ass. Coal is not the future, fossil fuels are nonrenewable/global warming is real. We were leaders in this. Ass.",72944 +RT @MissionBlue: How can Indonesia's reefs resist #climate change? One conservationist aims to find out: https://t.co/e2qabTVqdQ…,868808 +RT @JulianBurnside: Senator Paterson skilfully evaded dealing with the major point: accepting the reality of climate change #qanda,668850 +RT @thehill: Rahm Emanuel posts climate change webpage deleted by Trump administration https://t.co/OY7A6yaihp https://t.co/8AqRmejeF2,394292 +"RT @cnni: After previously calling it a 'hoax,' Trump says there's 'some connectivity' between climate change & human activit… ",222476 +RT @gabriellechan: Australia being 'left behind' by global momentum on climate change by @grhutchens https://t.co/xZjJogCHxG,571858 +Feels like -21. Take that global warming.' - Climate deniers,676920 +"RT @kylegriffin1: Trump's likely pick for top USDA scientist never took a grad class in science, is openly skeptical of climate change http…",171213 +"RT @antonioguterres: Pollution, overfishing and the effects of climate change are severely damaging the health of our oceans.…",231952 +"Anyone cover climate change in their development econ courses? Adding a new unit to my syllabus, but haven't seen it in other syllabi ...",644763 +RT @SethMacFarlane: HRC proposes installing half a billion solar panels by the end of her first term. Trump thinks climate change is a hoax…,711281 +1 day to go. May won't stand up to Trump over the climate change accord. Vote for our planet. Vote for a strong leader. #VoteLabour #GE2017,329512 +RT @WBG_Climate: How does innovation drive #climateaction? Watch @WorldBank climate change director James Close:…,351285 +Trump\'s pick to run NASA is a climate change skeptic(Orlando news) https://t.co/E9jKKhfQJg,780051 +"RT @VICE: Nearly 60,000 suicides in India linked to global warming: https://t.co/tLSxb3MoHM https://t.co/DPqid65Gwj",494771 +"RT @kauffeemann: The weather channel is responsible for global warming. +#FakeFakeNewsFacts",276685 +@kurteichenwald Not to mention Trump and family who wrote a letter in 2009 urging Obama to act on climate change.,458846 +"RT @climatehawk1: With 'nowhere to run to,' women farmers battling #climate change in Zimbabwe | @irinnews https://t.co/brO5ZnIumg…",5049 +"@stevendeknight I was going to make a joke about Bizarro not being a climate change denier, but I guess he would be, wouldn't he?",966777 +"@_mercurialgirl And another 5-8 inches tomorrow, apparently! But climate change isn't real~~",610678 +RT @SabrinaSiddiqui: OMB director Mick Mulvaney on climate change: 'We’re not spending money on that anymore. We consider that to be a wast…,821446 +"RT @Saudi_Aramco: Addressing climate change is a critical imperative for Saudi Aramco, CEO Nasser says at KAPSARC Energy Dialogue",987377 +RT @TeamTrump: .@realDonaldTrump will cut taxes & cancel billions in global warming payments to the UN so we can use that money to…,766106 +RT @TIME: Robert Redford: 'The front lines of fighting climate change? They're your hometown' https://t.co/WVySgZRisF,169484 +RT @CNN: No snow where there should be. Bleached anemones. Cracks in the ice. This is what climate change looks like:…,260149 +"Unfortunately for climate deniers, 'actual scientists' explain thoroughly how we cause climate change.… https://t.co/VRRfJmRIMl",593061 +RT @kiahbailey_: It's 60 degrees today and snowing tomorrow but y'all president still doesn't believe in climate change.,734995 +RT @tommy_manpower: #IAmAClimateChangeDenier when global warming proved false they decided climate change. Like Transvestite to Transgender…,209613 +Comply DOE! You work for #WeThePeople🔀U.S. Energy Department balks at Trump request for names on climate change https://t.co/ee82rJ5Gyg,626252 +RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,667510 +RT @Fusion: America is about to become the only country in the world with a leader who doesn’t think global warming is real.…,743735 +RT @ConservationOrg: 5 things you might not know about mountains & climate change >> https://t.co/QnNNXtPZ5g #InternationalMountainDay http…,805447 +Here are our top 8 climate change stories of 2017 - Washington Post https://t.co/yyEJtL5yfl,323315 +Alarmists say global warming to blame for ‘record’ tick population — but there’s one massive problem – TheBlaze https://t.co/co9MPqeAOz,568282 +"@Mark_Baden Wow, it's warm out. +All those lives saved from treacherous winter driving conditions have global warming to thank.",637648 +RT @wef: 5 tech innovations that could save us from #climate change https://t.co/yrTgBQh7sH #wef17 https://t.co/41eSOowjYP,84755 +Donald Trump cites global warming dangers in fight to build wall at his Ireland golf course https://t.co/OJ4qE2xaNx via @YahooNews,755282 +RT @PopSci: Four things you can do to stop Trump from making climate change worse https://t.co/KuiL9XiUK3 https://t.co/4o2qaWIrZV,704830 +@EPA @POTUS and any denial of climate change is just a way for the rich to 'get projects done'cheaper &make more money for themselves,396421 +"@HuffingtonPost +There is sience to back that climate change is a hoax, but political correctness can't abide by that.",479893 +.@HeronDemarco @CurtisScoon @AviWoolf He did not care if people lost their jobs on the altar of climate change. Big mistake.,959482 +Car2go's San Diego departure a climate change setback - The San Diego Union-Tribune https://t.co/WeaVCUXxmo https://t.co/LTC2f7gpZL #Blue…,970686 +RT @SenSanders: We have a president-elect who doesn’t believe in climate change. That’s frightening for this country and the world.,221268 +"EPA head Pruitt: Paris climate change agreement 'all hat and no cattle' https://t.co/mZLsDYwHyk via the @FoxNews Android app +America first!",144987 +RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,937007 +LSE: Measuring the societal impact of research: references to climate change research in relevant policy literature https://t.co/FBzE9eqi8s,325308 +"Dear @WDNR, you're supposed to be devoted to preserving our natural resources... instead you change your climate change wording. Horrible.",550486 +RT @DanSlott: He wants 'footprints on distant worlds' but doesn't like it when NASA scientists agree that man made climate change exists.,583351 +RT @Independent: Even Nasa scientists are trying to convince Donald Trump that climate change is real https://t.co/HB37pGGGBU,737106 +"RT @ErikSolheim: Arctic voyage finds global warming impact on ice, animals - great read on the changing, fabled Northwest Passage. +https://…",6394 +President Trump's clarity on climate change has Al Gore in a panic. Guess it will be harder to profit off the greatest scientific con now.,867691 +@Phyllida1234 @guardian They should invite Trump to Buck House & put him in room with Charlie so they can discuss climate change.,786510 +@ddale8 That's a good one. Shouldn't he be out denying climate change?,157931 +"RT @JonRiley7: 'Welcome to the Trump Administration, where climate change is fake and wrestling is real.' +-- Trevor Noah",532896 +Mr. Trump @realDonaldTrump: you may not believe in climate change but your insurance company does. Be a businessman,826598 +Climate deniers blame global warming on nature. This NASA data begs to differ https://t.co/X2CnW4de54,799476 +RT @sciam: A new report identifies 12 “epicenters” where climate change could stress global security https://t.co/JWPy4esGWK,776730 +RT @frackingzionist: What if we think pizzagate hysteria and climate change hysteria are both irrational? https://t.co/j6sZBZ0bnR,880076 +imagine being a government leader & also stupid enough to flat out deny global warming ��,278774 +RT @Sensiablue: Chicago mayor Emanuel posts EPA’s deleted climate change page https://t.co/MG63GjdLJD via @politico,144722 +Report: how climate change is affecting the water cycle in Germany https://t.co/RTQXsa9wjp @physorg_com https://t.co/sitSLnUVBf,821217 +"RT @NatGeoChannel: Watch #BeforeTheFlood right here, as @LeoDiCaprio travels the world to tackle climate change https://t.co/LkDehj3tNn htt…",457259 +"RT @JaredWyand: Steve Bannon means bye bye to the climate change scheme we're spending $22,000,000,000 a year on for 'research' + +https://t.…",39408 +"The climate change on the Earth is real, not a hoax. French Pres. Hollande is very concerned about Trump's facts. US has an agreement to ...",464147 +"RT @StreetArtEyes1: Sculpture by Issac Cordal titled, 'Politicians discussing global warming.' #streetart https://t.co/kGW4UVYOe8",693720 +"RT @feistybunnygirl: Angela Merkel is a former research scientist, and Trump thinks global warming is a Chinese conspiracy theory.",401381 +Centrica has donated to US climate change-denying thinktank https://t.co/IK31koG5bY,382649 +@ragging_bull_V you think global warming is a hoax??,327761 +"RT @LeeCamp: If we subsidized the switch to clean energy as much as we subsidize big oil, we could EASILY slow or halt climate change. Why…",999519 +Trump can pull out of the Paris accord – it won’t derail the fight against global warming https://t.co/YsmpxwXJdT,109855 +The Independent: Putin echoes Trump and says humans have nothing to do with climate change https://t.co/UvNrCU5ebX … https://t.co/6LLqsgesDM,139161 +"@LeroyWhitby @SarahPalinUSA Dems prefer soy b/c beef consumption causes 'climate change'. So, they are at a disadvantage here. ��",573474 +"RT @mrbarnabyb: So Brownlee thinks tech will fix climate change, but he also removed environmental performance requirements from Ch…",276329 +"RT @peta: Meat production is a leading cause of climate change, water waste, and deforestation. If you're concerned about our…",191012 +RT @intlspectator: UNITED STATES: Trump is consulting on how to withdraw the US from the Paris climate change deal,338409 +70 per cent of Japan's biggest coral reef is dead due to global warming | The Independent https://t.co/1tzqaJ26LY,598434 +"Whether government leaders acknowledge climate change, scientists, researchers and doctors have connected the dots… https://t.co/boBluWx8Y4",318459 +RT @turbothot: global warming is just a hoax to distract us from the fact that lil wayne wore socks in a jacuzzi,285434 +Nice! Science of #climate change in one infographic https://t.co/oQmeMWxg0Q,296356 +Instead of spending billions on trumped up claim re global warming why not prepare for epic CME r EMP which could be real #foxnewsspecialist,162435 +@BryonyKimmings I think they think climate change is a natural disaster,476311 +#PriceIsWrong no one that does not view climate change as an imperative to address does not belong in this office,603693 +Global climate change and mass extinction got me feelin some type of way this morning,909464 +RT @davidsirota: Maybe NYT reporters should spend more time pressuring management to reject climate change denialism & less time insulting…,183481 +"RT @everywhereist: New rule:if your don't believe in global warming, you can't use modern medicine. You don't get to pick and choose which…",749966 +@The_Keks_Army @Bailleymarshall @LiglyCnsrvatari @devinher @Wokieleaksalt @DustinGiebel Are we talking about climate change?,642063 +RT @GUNSandcrayons: Hoodie season finally here can't tell me global warming not real bro,191936 +RT @miel: if you are not wanting to 'get political' consider this - trump's actions re: climate change will render this plane…,516300 +"RT @nytimes: How Cooperstown, NY, became a flash point in the national debate on climate change https://t.co/TCYbqV1NUA",201656 +"RT @cinnamontoastk: Science: this is how the eclipse will happen. +Them: wow you're right. +Science: now, about global warming and vaccin…",689131 +"I'm just gonna put this out there.. If you don't believe in climate change or that racism doesn't exist, just unfollow me from life.",210664 +RT @KKelseyBITCHH_: Polar bears for global warming https://t.co/8JsbiG0TfP,715905 +"RT @AdamsFlaFan: February’s warmth, brought to you by climate change https://t.co/QyEEAxZL9N via @climatecentral",546018 +RT @2Morrow23: .@EPAScottPruitt is arguably the greatest threat to our nation/Earth. Dangerous that soemone who denies climate change is no…,316131 +"RT @veryimportant: the only good thing about global warming is that once the seas claim LA and NYC, chicago's superiority will no longer be…",780104 +"How innovation could preserve culture, as climate change uproots communities - Christian Science Monitor https://t.co/dk4aMg3MN2",941293 +@DRUDGE_REPORT @washingtonpost maybe it is the climate change that is causing liberal to be so stupid,966698 +"RT @ThomasCNGVC: Our Op-Ed was published today! In fighting climate change and oil dependence, California needs all its tools https://t.co/…",331959 +RT @RichardMunang: Africa is feeling the heat: Turning the challenges of climate change into opportunities https://t.co/0kkOYm6cyW,675148 +@DailyCaller To the confused and bewildered climate change exist. As you know ever day when you wake up. Good Luck tomorrow morning.,495010 +"Anti GMO, anti vaxx and climate change deniers. Characterized. https://t.co/5E2kfcAnPb",785573 +"RT @MurphyVincent: Listen back to my interview with @SebGorka - we discuss US-EU relations, climate change, Brexit and Donald Jr/Russia htt…",992003 +RT @TSMDoublelift: if global warming isn't real why did club penguin shut down,292482 +"@CraigRSawyer Here is the co founder of the weather channel, even he calls global warming a fraud https://t.co/UVb74tOgMI",316399 +"RT @mims: Bill Gates, Jeff Bezos, Jack Ma, and other investors launch a clean-energy fund to fight climate change https://t.co/8s6t5cYX1C",207963 +RT @SenSanders: We have a president-elect who doesn't believe in climate change. Millions of people are going to have to say: Mr. T…,915900 +@Krisp_y Wow ISIS or climate change?? National security should be a priority!! Good thing he is not our President!!! ����,656892 +RT @CapitalsHill: When you are storing nuts for the winter but realize there is no winter because of climate change https://t.co/Au0g5QyrgX,295105 +"Wasn't this the guy throwing snow balls on the Senate floor as evidence rebuking climate change? Nice elites there,… https://t.co/GxQqIeClqt",36492 +"@5to1pvpast @Bazza_Cuda yet if you're interested in climate change, science exploration, mental health and equal ri… https://t.co/6bZQCKL1CF",597849 +Trump's new executive orders will cut Obama's climate change policies https://t.co/AAN6b15xDQ https://t.co/fCKs6E1dnx,473441 +RT @maudnewton: Energy Department denies Trump's request for list of climate change workers. https://t.co/KXliMsOXsV,576935 +Study finds global warming could steal postcard-perfect days https://t.co/ptrLKaRxrw #AssoPress #Science,840716 +"RT @BuzzFeedNews: Obama on climate change: 'To simply deny the problem not only betrays future generations, it betrays the essential… ",777967 +RT @BruvverEccles: Surely the whole point of Christ's sacrifice was to save us from global warming? Or did I misunderstand Laudato Si'…,974517 +Donald Trump isn&#39;t scrapping climate change laws to help the working man. He&#39;s doing it ... - https://t.co/j8vWiOxC2j - -,832211 +RT @buckfynn: World leaders duped by manipulated global warming data https://t.co/AAOQIosS6n via @MailOnline,423131 +RT @insideclimate: U.S. Ag. Dept. staff were coached not to say 'climate change.' These were the alternatives & what the emails said https:…,836914 +"RT @UndiscoverPoem: 'I think of race as something akin to climate change, + +a force we don’t have to believe in for it to kill us.' YES!! @F…",82167 +"@JamieObama @washingtonpost We believe in climate change, as evidenced by the ice age, we just disagree with the cause.",969815 +RT @TimesNow: India emerging as front-runner in fight against climate change: World Bank. (PTI),804703 +"RT @TrueIndology: 'Beef Ban can mitigate climate change':US researchers: +https://t.co/Xr3pB6QpkV",457817 +See the discussion around 'climate change' for an excellent illustration of my point,685085 +RT @ChristineMilne: Australia defends role of fossil fuel corps as source of solutions to global warming. @TurnbullMalcolm https://t.co/uFH…,646257 +RT @joshgremillion: It's sickening how other world leaders think climate change is more important than eliminating ISIS. #ParisAgreement #P…,624130 +RT @maddm_: If you don't believe in global warming at this point your an idiot,582559 +@PremierBradWall Solve climate change? Huh we still going to play this BS story..Buy SUV's very comfortable,423169 +"What we need to fix climate change is free-enterprise innovation, NOT a job-killing carbon tax. #cdnpoli #cpcldr",657337 +RT @Manoj_Malgharia: Renewables are slowly becoming mainstream not because of climate change activism but better economics.,88960 +RT @MarkSkoda: A must read rebuttal to the global warming cabal. https://t.co/I8p6S2ikb2,269970 +"RT @1010: 8 minute read! How to change our attitude to climate change: stay positive, think big picture, and work together…",105374 +"RT @SmithsonianMag: Meet original thinkers who are breaking ground in medicine, art, drone design, fighting climate change and more. https:…",482268 +"RT @Salvesayson: You’re so hot, you must be the cause for global warming. #ALDUBLolanap",782859 +RT @nytpolitics: Governor Jerry Brown vows California will battle the Trump White House on climate change https://t.co/fyMlQ4zYUg,592629 +Doc Thompson busts liberals’ favorite climate change myths! https://t.co/coz0E2Zdr8 https://t.co/osbelr4ril,336497 +"RT @tommyxtopher: Oh, damn! Chris Wallace just shaded Fox News viewers for not believing in climate change! https://t.co/MMGCDN8MmI",57312 +RT @DJSnM: We often hear that 97% of science papers support anthropogenic global warming. A team analyzed the other 3%.…,402798 +"RT @BruceBartlett: My solution to the climate change problem--treat the symptoms, worry less about the cause. https://t.co/SlCnGeIdwU",324231 +"RT @TheGlobalGoals: Today climate change leaders launch Mission 2020, including our film #2020DontBeLate. Watch live here from 4pm GMT:…",58998 +RT @RedNationRising: CNN's Brian Stelter destroyed by Weather Channel founder John Coleman over global warming. It is a hoax. https://t.co…,922240 +"One candidate is gonna keep our efforts to better our environment going and the other says global warming doesn't exist, choose wisely lol",724277 +"RT @dwdavison9318: Put it all together, and, well, on the plus side it may not be runaway climate change that destroys humanity after all.",122922 +"RT @THR: Arnold @Schwarzenegger, Jerry Brown come together to oppose Trump on climate change effort https://t.co/Bb0X27yyql https://t.co/MC…",592514 +"RT @Shareblue: Without action on climate change, humanity is eventually not going to be around to say anything. + +#RESIST https://t.co/mMUx6…",77165 +The reality of climate change in South Asia https://t.co/CAnnYXB1HD,468630 +Japan pledges more support to Vietnam’s climate change response at https://t.co/is8Rm0V5aR,621373 +RT @Fusion: America is about to become the only country in the world with a leader who doesn’t think global warming is real.…,398635 +A big push to tame climate change https://t.co/81dGzsJg5O @fkadenge1,559697 +"RT @peggyarnol: As climate change heats up, Arctic residents struggle to keep... https://t.co/WpVrjkpC7G #Arctic",214414 +"RT @nationalpost: Antarctic ice has barely changed due to climate change in last 100 years, new analysis shows https://t.co/GB7JUsyEUz http…",619976 +"Because of climate change, you can point to any puddle and tell your kids it's Frosty the snowman.",455298 +"@chefBOYERdee1 Al Gore, creator of the internet and global warming.",660578 +"Have you ever wondered why Malcolm Roberts is so pro-coal and a climate change sceptic? +Here is the reason ... https://t.co/kELC95MgVL",643036 +@BridgewaterGale Trump thinks climate change was made up by the Chinese. He doesn't know what science is. He's not… https://t.co/yj2kjarRRt,913457 +we should address global warming immediately,287368 +"RT @starlightgrl: opinions: +-not liking a movie +-wanting tea>coffee +-thinking r&b is better than pop +NOT opinions: +-climate change +-animal…",813930 +RT @pittgriffin: The left and right agree: Fox News destroyed EPA chief Scott Pruitt over climate change https://t.co/C3Mp39kW2r,307025 +"RT @tan123: 'Science teachers ought to teach the science of climate change, not the dogma pushed by some environmental activist…",551415 +RT @PoeniPacem: @KatSnarky Liberal tears have done more to raise sea level in a day than climate change could do in 10 years.,689333 +RT @BrookingsInst: Only 17% of Americans share Trump’s skepticism of the evidence of global warming https://t.co/bvHHsl8Qj8 #EarthDay https…,611269 +RT @ScotClimate: Google:Hundreds of millions of British aid 'wasted' on overseas climate change projects - https://t.co/IaF5q0FaAG https://…,935392 +"RT @Groundislava: ...climate change, LGBTQ issues, and civil rights from the whitehouse site but established a section regarding 'protectin…",897868 +RT @KKelseyBITCHH_: Polar bears for global warming https://t.co/8JsbiG0TfP,236645 +Acting on climate change is Africa’s opportunity https://t.co/Q4MXxgpnpP,77481 +RT @politico: Energy Department climate office bans use of phrase ‘climate change’ https://t.co/jERFKDMYoP https://t.co/1t4UtsP2yS,618553 +"RT @kurteichenwald: It will never cease to amaze me that 'green' voters in 2000 cause death of Kyoto Accords on climate change, & in 2016 k…",633595 +"Watch Before the Flood, an urgent call to arms about climate change https://t.co/nUSmPnmaog #misc #feedly",655062 +"Longer heat waves, heavier smog go hand in hand with climate change https://t.co/38Cc23erca #TEAMFOLLOWBACK",699074 +Why do people lie about climate change? https://t.co/plVlNbkTFJ,195308 +RT @Refugees: How many people will be displaced by climate change in future? #COP22 https://t.co/seeT67Glw8 https://t.co/udCGu3KW70,595210 +RT @BringDaNoyz: Crazy that Smashmouth has a more progressive stance on climate change than the US government,945743 +"Scientists have accidentally found a new method to convert carbon dioxide to ethanol, which could help in the fight against climate change.…",191854 +New Orleans mayor: US climate change policy cannot wait for Trump https://t.co/VnxKPXRqps,987819 +Oi @realDonaldTrump do you really believe that climate change is a Chinese plot? #Obamacare #POTUS #MAGA https://t.co/IfGS8zFvCv,397016 +RT @BhadeliaMD: From giant viruses to anthrax- yet another dimension of link between infectious diseases and climate change. https://t.co/B…,308507 +"RT @ReutersNordics: Scandinavia's Sami struggle with suicide, worsened by climate change https://t.co/vCXMqRzbCa via @ReutersUK",43551 +RT @blkahn: Stop what you're doing and look at this gorgeous animation of global warming by country since 1900 https://t.co/N4zFlZ9Ojc,240695 +RT @karrrgh: 'i don't believe in climate change' https://t.co/HhTSiB4Kr3,286168 +"Adapting to climate change a major challenge for forests +https://t.co/i2jtT5xp7z +Find out why here!",915509 +"RT @FightNowAmerica: Blind liberals can't see that climate change will be used as an excuse to impose global totalitarian government. + +Clim…",869683 +RT @42MattCampbell: @localcatraz @EffieGibbons @bryang_g @GlennMcmillan14 It's cute that you believe climate change is real. Guess what: it…,295238 +"@hearstruble Many more will die due to climate change SPED UP by use of fossil fuels. No, the majority of scientists can't be all wrong.",273952 +"RT @kemmydo: 'well i mean it's the fastest melting place on earth' +'yeah well that's what people who believe in global warming think'",584394 +"RT @WorcesterSU: 6 questions, 2 mins, 1 litre of Ben & Jerry’s & 100 tubs for your hall! Have a go at the climate change quiz to win: https…",195900 +G7 summit concludes with only G6 on #climate change: The Indian Economist https://t.co/uzTWgNfSwx #environment More: https://t.co/kktr4kNo7U,715663 +RT @PopSci: Six irrefutable pieces of evidence that prove climate change is real https://t.co/eoQxG9e7CA https://t.co/UD0CmByqTH,851063 +RT @SethMacFarlane: HRC proposes installing half a billion solar panels by the end of her first term. Trump thinks climate change is a hoax…,393719 +"RT @toniatkins: Californians like the state's direction on healthcare, climate change & human rights. We'll stay on course. https://t.co/5c…",285491 +RT @kcarruthers: Read the entire @Westpac position statement on climate change �� https://t.co/CsyrKrPnFH https://t.co/KS9FNe9rYE,474768 +RT @JonRiley7: Not only is Trump not mitigating climate change he's actually banned PREPARING for climate change ��‍♂️…,988237 +RT @jaredoban: The main reason Jesus can walk on water is so when he returns he can survive this climate change disaster. https://t.co/qEmj…,422929 +Final US presidential clash fails on climate change once more | New Scientist https://t.co/FnzkdZCxTX,531642 +"In rare move, China criticizes Trump plan to exit climate change pact https://t.co/yUb0r5IN5b via @Reuters #carbon #economy #Politics",245695 +"RT @HillaryClinton: 'If you believe in science and that we have to act on climate change, then you have to vote!' —Hillary https://t.co/jfd…",879694 +RT @collettesnowden: #auspol The current Australian government's thinking on climate change. https://t.co/UpFmUSigOV,420847 +"After previously calling it a 'hoax,' Trump says there's 'some connectivity' between climate change & human activi… https://t.co/hLRzRknmk7",442565 +RT @EstherNgumbi: Still calling out African-American scientists here in the US working on climate change. Time-sensitive media opportunity.…,232430 +"RT @ABSCBNNews: Duterte changes mind, to sign climate change pact https://t.co/RoepI2Dan1 https://t.co/02hJFpHZix",398214 +People that don't believe in global warming are dumb,394365 +RT @CaucusOnClimate: .@RepDonBeyer and @RepLowenthal react to Trump's executive orders on climate change: https://t.co/btLqw7pofM,426338 +.@RepBrianFitz Thank you for acknowleding man's role in climate change and vowing to protect the purity of our environment. #science,330020 +https://t.co/PjYCfx5YWE Gov. Brown travels the globe talking about climate change.... https://t.co/tFOJBsos4b via… https://t.co/z5cQQD8ktd,785007 +RT @guardianeco: A million a minute: world's plastic bottle binge 'as dangerous as climate change' https://t.co/bQD77btvev,972338 +@660NEWS And we enter the fray with ToyBoy pushing 'global warming' I'm sure the Americans are are laughing rubbing… https://t.co/8IXWg0ANdQ,942593 +RT @advsalunke__: It's time to talk about climate change differently. https://t.co/I8GjZErfMU,961346 +"RT @SondraJByrnes: climate change +she confesses who +she voted for + +#poetry #micropoetry #haiku 451",764846 +RT @Bill_Nye_Tho: yall believe #Wrestlemania real but not climate change��,669522 +"RT @LordofWentworth: If 97% of scientists said that, based on modelling, a bridge was unsafe to cross, how many climate change deniers w…",319959 +RT @CNN: No snow where there should be. Bleached anemones. Cracks in the ice. This is what climate change looks like:…,181107 +If now isn't the time to talk about climate change and burning fossil fuel 'WHEN IS IT TIME' 'Debbie' raised the question !,408404 +"@SDzzz @LGAairport Oh, I recall passing this place when I was in FL. They should just wait until climate change takes care of it. ugh :/",523048 +"@n_naheeda For a person who don't believe in climate change, who gonna believe in his views no matter wht he is talking",101999 +RT @BernieSanders: 'The concept of global warming was created by and for the Chinese in order to make U.S. manufacturing non-competiti…,172983 +Like Catholic church and abuse. Criminality? ‘Shell knew’: oil giant's 1991 film warned of climate change danger https://t.co/LnUSkQZzQ2,671524 +"RT @JaredWyand: Steve Bannon means bye bye to the climate change scheme we're spending $22,000,000,000 a year on for 'research' + +https://t.…",849739 +"RT @ErikaLinder: Sorry to say this, but climate change is real and it's happening right now. Goodnight x",346827 +RT @CharlieDaniels: In respect to Obama's climate change policies on his last Christmas in office Santa Claus will be driving non flatulent…,476615 +"Time to act Truml, act fast and hard on climate change. https://t.co/T2wSUiiq8L",895125 +"RT @Nick_Pettigrew: If a group of people that believe in Creationism but not climate change question your acumen, I'd suggest you're fu…",92275 +RT @Fusion: America is about to become the only country in the world with a leader who doesn’t think global warming is real.…,784034 +RT @SayHouseOfChi: it blows my mind that nearly 50% of American voters are voting for a moron who thinks climate change is a lie fabricated…,463466 +Record of ancient atmospheric carbon levels can tell us about climate change impacts to come https://t.co/MOeiHPL14D https://t.co/KBIvpTEcNJ,541545 +RT @Wintersonworld: Trump Whitehouse website strips all mention of climate change & LGBT rights from any agenda & wipes the Civil Rights Hi…,229217 +RT @HirokoTabuchi: Defense Secretary Mattis asserts that #climate change is real and a threat to American interests abroad https://t.co/Zz8…,486638 +@claire_caffeine @TimSomp @sea_bass918 @projectFem4All Just like it was warm today so global warming is a hoax and… https://t.co/h8kwok1fQr,318073 +"RT @Scientists4EU: 1) Do 'global challenges' include climate change & fascism? +2) The 'Special relationship' is sycophantism +3) Don't…",238027 +@foxandfriends @guypbenson Only idiots think climate change is a hoax.,123946 +Now @billmckibben tells us about when together with 7(!) students @350 he set out to halt climate change in the world ��. #atAshesi,926635 +"RT @eschor: A second rogue National Park still talking about climate change. Three is a pattern, guys... https://t.co/AadYEA9gRI",957341 +Eerie November periwinkle bloom in Toronto a sign of climate change? https://t.co/BAOgwpuJkO #ClimateChange #COP22,331416 +@JohnAvlon @thedailybeast I don't know. Could it be climate change?,912415 +"global warming is real, and caused by humans",737710 +"RT @GSmeeton: The picture on climate change is not quite as bleak as some claim, says @_richardblack https://t.co/ReciIWNfzS via…",123939 +"RT @eelawl1966: What really angers me about climate change, is the thought of all the innocent animals that will perish due to human ignora…",197071 +"RT @pacelattin: In hillarious news, all G20 spouses are being taken to the German climate change museum. Ivanka said to not be amused.",355991 +RT @stevesilberman: Must-read: You can't understand why Putin hacked the election w/o understanding economic reality of climate change. htt…,939791 +RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,35780 +RT @TheWorldPost: Trump's EPA warns us to wear sunscreen while it does nothing about global warming https://t.co/UXI4K8ltDV https://t.co/vm…,238540 +"RT @nytimes: Scott Pruitt, the head of the EPA, said that carbon dioxide was not a primary contributor to global warming https://t.co/6PH0U…",578043 +"Why are bees headed towards extinction? There are a number of factors, including climate change, pesticides, and poor beekeeping practices.",559830 +"@NotJoshEarnest funny you believe bullshit science on climate change, but not the science that a fetus is actually a living human! 1/2",663080 +@LDShadowLady well congrats. Hopefully global warming wont suck again and bring snow to kill them off,637989 +@AlexFranco488 @quigleyheather eh with the real issues like climate change and our economy it doesn't look like he will do much good at all,609853 +RT @ClimateChangRR: Poll: Most want ‘aggressive action’ on climate change https://t.co/FEhnKQ8MkH https://t.co/a2gvoWhgq2,688250 +RT @jalewis_: make global warming happen,573526 +RT @nathanfletcher: Trump still hasn't gotten memo he lost Pittsburgh and Mayor there is committed to tackling climate change. Pittsbur…,122197 +"RT @globalwinnipeg: Canada not ready for catastrophic effects of climate change, report warns https://t.co/EyLEOsg8XE",698843 +"RT @DonalCroninIRL: At @Irish_Aid climate change/environment focal point and parter meeting in #Kampala, good case studies from @IIED https…",978695 +"RT @luckytran: The #marchforscience has reached Greenland, where scientists are seeing the effects of climate change firsthand…",276003 +"Androids Rule The World due to climate change, but not for long. #scifi #99c https://t.co/A7mojBcbFY @donviecelli https://t.co/rV9EdFXWeU",180966 +RT @greenhousenyt: Climate experts write a hugely critical open letter about Bret Stephens' column on climate change. https://t.co/2jTFGkRx…,640355 +I just joined @NatGeoChannel @21CF in combating climate change. Take action #BeforeTheFlood https://t.co/zAIlrYVcKe,528396 +RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,838575 +RT @envirogov: Have your say on the review of Australia’s climate change policies. Submissions close at 5:00pm on 5 May 2017…,224086 +"These idiots think global warming will take thousands of years so making money is ok, but human interference is rap… https://t.co/LDxuY6V6Jk",25107 +RT @HuffPostGreen: Schwarzenegger and Macron troll Trump over climate change https://t.co/O7X2IGQ2c1,941017 +"It's February, the windows are open and the fans are on high. What's this about climate change not being real?",83294 +"The best part about @SenJeffMerkley ‘s marathon? His extended, detailed rant on climate change and corruption.… https://t.co/HJH59Eekyr",488157 +@rosana With global warming this year things were reversed. Vancouver had way more snow than us.,280143 +RT @thehill: EPA flooded with phone calls after EPA head denies CO2 role in climate change: report https://t.co/F64TlJ7qRV https://t.co/UKO…,234739 +Diet change must be part of successful climate change mitigation policies'. Less meat = less heat & reduced health… https://t.co/i9CqppJHbE,580721 +"Holistically managed pasture sequesters carbon in soil, producing meat that is a solution to global warming. Vegan… https://t.co/NAjCVrDegL",907765 +"RT @NatGeoChannel: Watch #BeforeTheFlood right here, as @LeoDiCaprio travels the world to tackle climate change https://t.co/LkDehj3tNn htt…",556068 +RT @PopSci: Doctors unite to say climate change is making us sick https://t.co/AJJCyZ1va2 https://t.co/3oAROqybH9,212700 +"What’ll be in store if climate change isn't addressed: + https://t.co/KxU30FTgpt",353721 +RT @SenSanders: We have a president-elect who doesn't believe in climate change. Millions of people are going to have to say: Mr. T…,675982 +RT @ddale8: The GOP is the world's only governing party that rejects the scientific fact of human-caused global warming: https://t.co/TNxxm…,339284 +The 19th-century whaling logbooks that could help scientists understand climate change https://t.co/QHJS630LTX https://t.co/sF8j8lfU6u,191301 +I think it's intellectually dishonest to assert that human activity has no effect on climate change. @JPShalvey1 @QuantumFlux1964,168885 +Thank you @Sessions_SF for pledging $1 per diner on Earth Day to fight climate change! #zerofoodprint,732303 +"RT @JSCCounterPunch: The Queen of Fracking will 'combat climate change?' It's one thing to campaign for HRC, Bernie, another to lie on h…",793043 +"RT @TedKaput: Liberal tears may soon beat climate change as the leading cause of rising sea levels.#TrumpRiot +We are the…",699639 +maybe we should all start gold leafing our trash i heard gold could reverse global warming,312517 +"RT @DeficitHacks: Though we face fascism, climate change, and an executive branch full of hacks, the debt's still the biggest (fake)… ",352208 +RT @pablorodas: EnvDefenseFund: Pres Trump thinks the “best available” data on climate change is from 2003. https://t.co/PAJVqZ2Yfv,266989 +#PresidentTrump as the leading amateur scientist in the world knows that man-made climate change is a myth created by China. #Trump that!,901063 +God is more credible than climate change' https://t.co/L9ykdnCgQQ,675882 +"In rare move, China criticizes Trump plan to exit climate change pact: https://t.co/xbxxQ4pT2I via @Reuters",320560 +"Researcher studies impact of climate change, deforestation in Namibia #ChemistryNewslocker https://t.co/8Xtwbz33nB",245351 +"Bills intro'd in some states say public schools should teach opposing POV's abt global warming, evolution #WhyIMarch https://t.co/lxx0fInTbJ",522325 +So as well as splaining history to Prof Beard we get anti-vaxers and climate change deniers. Research methods should be taught at school!,703585 +"RT @DaveKingThing: Three debates. One post-election interview. Zero questions about climate change. +Z +E +R +O",641049 +@LauraSeydel Radical energy shift needed to meet 1.5C global warming target: IEA https://t.co/Z2xLWdaJA1 via @Reuters,45110 +RT @KPCC: Governor Brown says California's climate change fight won't stop under Trump https://t.co/X68OVfl5KY https://t.co/jNpOow3sDv,414797 +I thought climate change won't save you or your children from it.,269667 +.@RepMiaLove Don’t let our children face climate change disaster! #ParisAgreement #CleanPowerPlan #SaveTheEPA #ActOnClimate #swingdist,242813 +"RT @350EastAsia: Filipino activists hold #ClimateMarch to urge @ASEAN to Drop coal, act on climate change #ASEAN2017 #CoalFreeASEAN…",367599 +RT @BernieSanders: #ImVotingBecause the future of the planet is at stake. Hillary Clinton will combat climate change. Donald Trump thinks i…,654104 +RT @ajplus: Is this deal to fight climate change too late? 😕 https://t.co/e76UJNCYN8,894232 +RT @jjmiller531: '97% of the scientific commity has stated there is global warming bec they have got grant money 2 agree with that p…,287449 +"he also wants massive tax cuts, an end to the FDA and EPA, Giuliani as AG, no action on climate change... https://t.co/QLslBsPKPk",573969 +The surprising link between climate change and mental health https://t.co/VxfBe2RG7P,573083 +"RT @Telegraph: Hundreds of millions of British aid 'wasted' on overseas climate change projects +https://t.co/ZMlLv1uF2c",543358 +"@KORANISBURNING @KrissyMAGA3X 1 week into Ct. spring and still have 1' of packed hard snow, another global warming sign?",672556 +"RT @Irenie_M: More likely a lesbian caused Hurricane Harvey than climate change, says right-wing commentator https://t.co/T3rKpgFY7w …",761778 +"RT @bruhvonte: Tyler the Creator is gay, +Krabby Patties made out of crab meat, +Fruit Loops all the same flavor, +and global warming still re…",790474 +How may #overfishing of critical species such as #whales and #sharks impact #climate change? https://t.co/fKpJ8jzsO4,576012 +Trump says 'nobody really knows' if climate change is real - Washington Post https://t.co/bv8emncKZx,391509 +"RT @drvox: Keep in mind over the coming week: many, many conservatives say that adapting to climate change will be cheaper than preventing…",766952 +"RT @GlobalPlantGPC: Future climate change will affect plants and soil differently, a @CEHScienceNews +study shows…",37858 +"On one hand, fuck climate change is outta control we HAVEEE to take action asap. On the other hand, thank fucking C… https://t.co/bAwACCuCk3",703952 +RT @kallllleyyyyy: global warming https://t.co/CaJpPRunA5,840146 +RT @TreeHugger: Children win right to sue US government on climate change inaction https://t.co/ov6p4rMw7r https://t.co/GmSRBSqYlC,317102 +RT @verge: Here's the climate change podcast you didn't know you were looking for https://t.co/OHtSERwTE1 https://t.co/8yz1eoRgYE,663313 +RT @labourlewis: UK must take international lead on climate change with election of sceptic US president says Labour shadow minister…,350256 +"Even [Trump] does not have the power to amend & change the laws of physics, to stop the impacts of climate change,â€ https://t.co/02JBU2udyy",302864 +"In race to curb climate change, cities outpace governments - Channel NewsAsia https://t.co/JeEHA2xrRB",950748 +How #climate change is affecting the #wine we drink https://t.co/feIGMohHN1,559829 +RT @c_kraack: RT @AMZ0NE A SciFi author explains why we won't solve global warming. âž¡https://t.co/xYpMOSZRRg https://t.co/25q3p8hFNT #amr…,316929 +RT @daguilarcanabal: Being 'pro-immigrant' while supporting zoning is like saying you're concerned about climate change while driving a die…,885671 +"RT @GhanaYouthSpeak: The New threats to poverty eradication: climate change, conflict and food insecurity, we need you to help the globe #y…",926884 +Next 10 years critical for achieving climate change goals https://t.co/9ek4Q5jqGA #mcgsci,151033 +"It's warmer in the Arctic than it is in Thunder Bay, Ont.' +Sorry, tell me again how global warming isn't a thing? 🤔 https://t.co/fZvxXn7xJT",956089 +RT @TooheyMatthew: Woohoo! Naomi Klein calls out IPA climate change denialism #qanda,578319 +@AP fighting climate change is ridiculous. Climate changes so figure out how to survive it for fuck sake.,502372 +I liked a @YouTube video https://t.co/zDe3rJt2yb Penn and Teller global warming,55085 +RT @Heidi_Parton: Reining in climate change starts with healthy soil https://t.co/KFFDC7KBnC via @deliciousliving #climatechange #biodivers…,844569 +RT @killmefam: global warming killed club penguin,657020 +RT @ClimateCentral: Here's how climate change could flood cities (and states) as the world warms https://t.co/GArhaHhlyo https://t.co/Ziwf2…,327419 +@realDonaldTrump climate change is real and the #1 contributor is man. https://t.co/iww1Or77EG,774068 +"RT @tveitdal: Polar vortex shifting due to climate change, extending winter, study finds https://t.co/pFeqP3mhya https://t.co/tA5fDSJzfg",215327 +RT @ProfSteveKeen: Arctic ice melt could trigger uncontrollable climate change at global level https://t.co/YoZ9foPlQ7,53274 +Energy Department climate office bans use of phrase ‘climate change.’ #words #bannedwords https://t.co/dcjwqQVYdF,165384 +"@Jackthelad1947 Trump @realDonaldTrump will only believe in global warming until his own Towers, Hotels & Casinos are under water, LOL!",216655 +RT @Cosmopolitan: The man Donald Trump chose to protect our environment doesn't think climate change is real https://t.co/4QgFdWRSHr https:…,895964 +#DonaldTrump has signed an executive order undoing much of Barack Obama's record on climate change #HeartNews https://t.co/dE2Y2vwhy1,658815 +RT @BernieSanders: #ImVotingBecause the future of the planet is at stake. Hillary Clinton will combat climate change. Donald Trump thinks i…,392139 +"RT @TimBuckleyIEEFA: While some continue to deny science and debate if we should do anything, climate change impacts are clear and growi…",303725 +"@LisaO_SKINMETRO I’m creating a think tank for independent thinkers to solve climate change, would you post also at https://t.co/3nG3t7oJZI",95260 +"Alternative' Twitter accounts defying Trump's climate change gag order could be prosecuted, experts say #Technology https://t.co/ANuDqBy1y7",29266 +RT @rtoberl: There's more than enough climate change money to pay for all of Trump's programs. Let the UN & China chumps solve climate chan…,941438 +"RT @1followernodad: parent: I'd do anything for my children! + +Scientist: here's how to stave off climate change so your children can stay o…",786762 +RT @Alyssa_Milano: The Trump administration just disbanded a federal advisory committee on climate change https://t.co/rChjQhTEJy /via @kyl…,687815 +"RT @AdamsFlaFan: Thanks to global warming, Antarctica is beginning to turn green https://t.co/tElBEwO3jo",58178 +RT @LOLGOP: This is actually a depiction of earth before and after climate change. https://t.co/tNzsPMbg3Y,892211 +RT @SenSanders: We have a president-elect who doesn't believe in climate change. Millions of people are going to have to say: Mr. T…,38872 +"RT @foxandfriends: 'Eleven years later, weren't you wrong?' -Chris Wallace confronts former VP Al Gore over global warming claims |…",6715 +@EliseStefanik @karenhandel She doesn't believe in climate change,115420 +RT @iNadiaKhurr: This could be us but you said deforestation lead to global warming. https://t.co/57BiT1WwQa,564035 +@BasedFaggotFTW your proof of humans not causing climate change,655450 +Al Gore just had an 'extremely interesting conversation' with Trump on global warming https://t.co/kILRsfiyhV https://t.co/CT9CeudUwX,536531 +I know climate change is a natural process. What is not natural is all the things we are doing to get resources bec… https://t.co/yxwmBbxZRf,558684 +"RT @SenSanders: In Trump’s speech I did not hear one word about climate change – the single biggest threat facing our planet. +https://t.co/…",521553 +RT @XHNews: What do you value most among things that China and EU have been doing to fight against global climate change? #ParisClimateAcco…,702061 +"RT @johnpavlovitz: Eliminating healthcare +Defunding PP +Ignoring climate change +DAPL +@GOP can drop that whole 'Pro-Life' facade. + +https://t.…",270836 +RT @funkgorl: namjoon called jin big brother and jin threw two flying kisses global warming is over #BTS #JIN #진 #BTSINNEWARK https://t.co/…,579324 +"As @pmackinnon509 told PRIM board this AM: 'Most of us wouldn’t bet against [climate change], so why is our retirem… https://t.co/LRxapR1apP",186889 +(Montreal Gazette):#Historic flooding in #Quebec probably linked to climate change: experts : Scientists have.. https://t.co/VnI1ADsThk,813889 +RT @DanWoy: Alberta not reversing course on climate change to match Donald Trump's backward march https://t.co/IW5gxrsNG1 #cdnpoli #cleangr…,864478 +"@bobcesca_go @CharlesPPierce +Bravo Pope Francis +Giving #BenedictDonald a treatise on environment & global warming… https://t.co/R9ShXPIJxI",879657 +RT @realDonaldTrump: The concept of global warming was created by and for the Chinese in order to make U.S. manufacturing non-competitive.,748146 +"Trump has repeatedly called into question the science behind climate change, even calling it a 'very expensive hoax.'",273325 +"@runningirl66 @therealroseanne As much as I care about your opinion on global warming, I;m sure.",52520 +"RT @AltNatParkSer: .@NASA has released a photographic series called 'Images of Change' despite President Trump denying climate change. +http…",620251 +"The Chinese understand what's at stake here. + +In rare move, China criticizes Trump plan to exit climate change pact https://t.co/eIsRC58Fom",967986 +RT @thehill: Government scientists leak climate change report out of fear Trump will suppress it: report https://t.co/M57Cf4IsC4 https://t.…,255772 +RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,124459 +RT @AmandaOstwald: @seventyrocks Science enables you to mentor women and people of color! Or teach how individuals can fight climate change…,778658 +RT @BekahLikesBroco: Are white people gonna survive climate change bro https://t.co/oGDLw85bjG,730026 +RT @LOLGOP: We elected a guy who said climate change was a hoax but the National Enquirer is real. That's why we point out he got millions…,524315 +RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,808795 +"RT @EricHolthaus: Holy wow. Remember those kids suing Obama & big oil over climate change? +They just *won*. +Read this: +https://t.co/HnZBICG…",410560 +We have to choose between corporations and communities.' #COP22 - women on the front lines of climate change.,736913 +RT @akaXochi: Stephen Hawking has a message for Trump: Don't ignore climate change https://t.co/U5qnxsKyz4 via @YahooNews,585868 +RT @cucumbersdotgov: went to look at pictures of the earth to cheer myself up remembered our president elect is a climate change denier got…,860621 +Love it #snowflakes to get dumped on - so much for global warming! @stevemotley,911013 +RT @Independent: Trump signs executive order reversing Obama measures to tackle climate change https://t.co/5QofpMag0a,350251 +"RT @sydkoller: FYI global warming is the reason for the severity of this storm and you voted for a man who doesn't believe in it, as our pr…",583294 +RT @newscientist: Trump could land fatal blow to the fight against climate change https://t.co/zPo0wntgIb https://t.co/FBIaQwPsur,237397 +"The president might not accept climate change, but the secretary of defense sure does. https://t.co/8W3zAj6tQr",810871 +RT @LisaBloom: We will be the only developed nation in the world led by a climate change denier. https://t.co/tR1DclGWEz,302920 +"@CathyWurzer @tanyaott1 @NPR We are parsing the definition of 'lie' while millions loose health care, and global warming has become a 'lie'.",826197 +RT @hrkbenowen: Will you turn off your lights for an hour March 25 at 8:30 p.m. to show support for climate change? Please RETWEET.,552138 +RT @c40cities: What are the world’s leading cities doing to tackle climate change? Browse our new case study library to find out!…,948170 +RT @kumar_eats_pie: 'A big box of crazy': Trump aides struggle under climate change questioning https://t.co/hC7JI38SWS,734002 +RT @wwf_uk: 1 in 6 species risks extinction because of climate change. It’s time to #MakeClimateMatter. Awesome design by…,381149 +RT @nytclimate: A call for women to take a bigger role in fighting climate change at a conference in NYC https://t.co/dikPLhegc3,87066 +RT @HuffPostPol: Badly misinformed lawmaker thinks our 'warm bodies' may cause climate change https://t.co/qzQBVisPfT https://t.co/C4Y2qs1M…,393025 +Harvard solar #geoengineering forum recalls this Q: Can we move from unintended global warming to climate by design… https://t.co/v3WTEJMxcp,242100 +RT @claudiogiudici: #Trump rifiutando #Parigi è contro #climatechange che prima era global warming che prima era raffreddamentoclimatico ht…,73720 +RT @WhyToVoteGreen: UN: 20 million people in four countries now face severe famine from combination of conflict & climate change…,248576 +"The Great Green Con: global warming forecasts that are costing you billions were WRONG all along +https://t.co/QXJ6M5mcvR",757481 +"@Prohximus @realDonaldTrump global warming is real, human caused, and already putting lives in danger.",949825 +The fact people are actually voting for a man who doesn't believe in climate change makes me wonder if people can get any fucking stupider😂,122392 +RT @Whoray76: @EmfingerSScout @AppSame What a waste of hot air that probably contributes 2 global warming! #MAGA,454520 +RT @TheKuhnerReport: Mark Levin says Trump betraying conservatives on climate change & amnesty for Dreamers. Let's wait until Jan. 20 befor…,246599 +Opinion: Hunger on the Horn of Africa is not caused by climate change https://t.co/ibZ3iP7INl via @dwnews,587755 +"RT @350: Despite Trump (and many denialists), 2016 is the year that made climate change undeniable: https://t.co/Xrj9GTBTf1 https://t.co/Fj…",696011 +.@EPAScottPruitt doesn't think CO2 drives climate change? Let's send him a copy of 'Global Warming for Dummies': https://t.co/a86NgPKyzX,702158 +"RT @HirokoTabuchi: GE's Jeffrey Immelt says climate change is real. As a member of Trump's biz council, he also has Trump’s ear. https://t.…",577157 +Leo Di Caprio talks climate change with Obama https://t.co/BHOeEuhzpw via @YouTube,779146 +RT @thinkprogress: Will global warming help drive record election turnout? https://t.co/r7M77EAXeC https://t.co/detOUvCCWr,361064 +RT @guardian: Barack Obama on food and climate change: ‘We can still act and it won’t be too late’ https://t.co/4DOP0vUYU6,568478 +@GlblCtzn The White House under Trump don't care about climate change...,293138 +"RT @YEARSofLIVING: As seen in #YEARSproject, we must reduce our meat & dairy consumption, to stop climate change! READ: https://t.co/xdQbLI…",886852 +"RT @HirokoTabuchi: Americans ate 19% less beef from 2005-2014, a victory in the fight agnst #climate change. @ssstrom has the good news htt…",641390 +RT @LynnDe6: Gov. Jerry Brown warns Trump that California won't back down on climate change https://t.co/c1QxYAaeT7,309204 +RT @JamesMelville: The Swedish Deputy Prime Minister signs climate change legislation surrounded by her all-female team. #TrumpTrolled http…,861978 +RT @BitchestheCat: Back before global warming when it used to snow in the winter in Chicago (not in mid-March) my parents made a snow…,65678 +@guardian Remember @realDonaldTrump about your golf course in Scotland when you're denying climate change… https://t.co/awFnz2Pmsa,37161 +RT @FormerNewspaper: .@SarahHSandiers can you please confirm the democrat theory that climate change is to blame for the #AwanBrothers matt…,44459 +RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,212306 +RT @ScienceNews: Worries about climate change threatening sea turtles may have been misdirected. https://t.co/qDbUcdVttP,15931 +"RT @nytimes: In the Netherlands, climate change is not a hypothetical or a drag on the economy. It’s an opportunity. https://t.co/bv6L9tkf2a",839468 +RT @PopSci: Six irrefutable pieces of evidence that prove climate change is real https://t.co/xt7RdoWX6d https://t.co/2QdKWNc2O6,206409 +"The webcast for 'Managing BC’s forest sector to mitigate climate change' is live now: +https://t.co/4qDXieuRdf",80465 +RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,902010 +RT @ClimateCentral: 35 seconds. More than 100 countries. A lot of global warming https://t.co/rkvcokTUAR https://t.co/HUz7ejjLLu,184219 +RT @emmaroller: A climate change skeptic running the EPA is now a reality https://t.co/8JUq66p1Qz,45607 +RT @SenSanders: We have a president-elect who doesn't believe in climate change. Millions of people are going to have to say: Mr. T…,337771 +"1-4 inches of snow my ass, global warming fucked that right up, stay Woke.",89645 +RT @GlobalWarmingM: David Keith: A surprising idea for 'solving' climate change - https://t.co/bJv22GGMRj #globalwarming #climatechange,414134 +RT @breakingnews740: It's worse than even climate change can explain. https://t.co/5CNH9I9n8v,357355 +RT @latimes: Gov. Jerry Brown warns Trump that California won't back down on climate change https://t.co/ig8sxJGw2f https://t.co/eo85j1GK7j,783782 +"Trump tweets wrong Ivanka, gets earful on climate change https://t.co/9gwXYTQlZO",537334 +Reading HS classmates' posts on FB about climate change being a scam & suddenly it's 12:30 & I'm too aware of people's stupidity to sleep,818133 +RT @CraigBennett3: WELL SURPRISE SURPRISE Govt to scale down climate change measures in bid to secure post #Brexit trade https://t.co/BRiRR…,314957 +RT @AP: Britain's Prince Charles co-authors a book on climate change. https://t.co/95cv3AscG5,793240 +RT @ManuelQ: .@Reince says @realDonaldTrump still thinks climate change is 'bunk' https://t.co/qpZ1bjzPVY ($),903549 +"RT @NatGeoChannel: Watch #BeforeTheFlood right here, as @LeoDiCaprio travels the world to tackle climate change https://t.co/LkDehj3tNn htt…",505388 +We have 100 years at most before mother earth gets rid of us. To anyone who dosent believe in global warming keep r… https://t.co/3oTN8wvrUE,903516 +RT @EnvDefenseFund: These stunning timelapse photos may just convince you about climate change. https://t.co/Ne7Go0LcxN,830608 +RT @BarbaraRKay: A very good interview for people who are *so damn sure* about computer model-based anthropogenic climate change rel…,708649 +Watch: Bill Nye blows gasket when a real scientist schools him on facts about ‘climate change’ – LMAO!!!!!�������������������� https://t.co/gxCqRtj8yR,699265 +"RT @Okeating: Prince Charles has written a Ladybird book on climate change, but he's not the only celebrity to use this platform. https://t…",199279 +"RT @FROX3N: Human activities as agriculture & deforestation contribute 2 the proliferation of greenhouse gases that cause climate change. +#…",423050 +"RT @akin_adesina: Stop talking about climate change. Africa needs finance, not talk, to adapt to climate change. Watch my interview: +https:…",84479 +@PetraSuMaier @tulsaoufan @ChrisRGun Nyes ideas on jailing people doesn't excuse not believing in global warming,692437 +RT @omgthatspunny: if global warming isn't real why did club penguin shut down,511157 +"@Bedhead_ And that's your response to climate change? Universe big, we small?",134111 +Lakes worldwide feel the heat from climate change: Science News: Lakes worldwide are… https://t.co/lG8Rh5mGJn,457774 +"The #GlobalGoals seek to end poverty, reduce inequality & tackle climate change. No one should be left behind https://t.co/n8XDPPkNE9",444789 +The funniest thing in the world is a Liberal who believes in climate change......and smokes (anything). ����,28139 +How climate change could harm your health https://t.co/BK1uNFyv9t,532892 +RT @tinatbh: im gonna just ignore the fact that the world is either about to end bc of climate change or nuclear war and focus o…,896668 +@Gurmeetramrahim #National Youth Day save global warming,807831 +Al Gore's 'An Inconvenient Truth' Sequel to Open Sundance: The sequel to Al Gore's Oscar-winning climate change doc… https://t.co/7GESemyBUP,566437 +"RT @1followernodad: parent: I'd do anything for my children! + +Scientist: here's how to stave off climate change so your children can stay o…",122276 +RT @RacingXtinction: The types of food we choose can help slow down climate change #MeatlessMonday https://t.co/0PvjHrvv1j,330625 +These are the six climate change policies expected to be targeted by Trump's executive order https://t.co/guY6J7aCS1 …,459982 +RT @ashleylynch: Ignore the fact that he just gagged and censored every government organization from talking about climate change. H…,37020 +"RT @CorbinHiar: As the leader of Exxon, Rex Tillerson used the alias Wayne Tracker to send emails about climate change risks https://t.co/C…",248792 +"@washingtonpost yep,definitely no global warming here.",67871 +@SethMacFarlane @sciam meanwhile uses climate change to get permission in Ireland to build a wall around his property along a public river,818267 +@newscientist and a climate change denialist as head of EPA?,899530 +RT @nytimes: Donald Trump has called climate change a hoax. A Chinese official says it is anything but. https://t.co/N7y35LTyN2,598012 +Lol at everyone who thinks that global warming is the US's top priority.,105391 +"@CaitlinJStyles it used to snow from time to time , but it doesn't snow anymore. I blame global warming for that",734981 +"@kieszaukfans I’m creating a think tank for independent thinkers to solve climate change, would you post also at https://t.co/3nG3t7oJZI",194458 +"RT @NatGeoChannel: Watch #BeforeTheFlood right here, as @LeoDiCaprio travels the world to tackle climate change https://t.co/LkDehj3tNn htt…",525857 +"#Acidification news: Healthy ecosystems means resiliency, faster recovery against climate change (excerpts) https://t.co/8LuuHuOnlV",299185 +"RT @KamalaHarris: This administration’s open hostility to climate change is appalling. No matter what, California is ready to tackle this c…",303968 +RT @SheilaGunnReid: When you take a cab to a climate change summit where you want to force others to ride their bikes or walk https://t.co/…,623420 +RT @ColeLedford11: polar bears for global warming. https://t.co/PqPcElsKkt,491902 +RT @nowthisnews: Electing Donald Trump is going to be a disaster for the fight against climate change https://t.co/MhkOlHgxXN,405671 +Trump team memo on climate change alarms Energy Department staff - https://t.co/E93KGSsaLE,283285 +RT @realDonaldTrump: The weather has been so cold for so long that the global warming HOAXSTERS were forced to change the name to climate c…,314315 +@sir_mycroft @Guiteric100 @rickygervais It's like not believing in global warming. You opposing war doesn't make the world a peaceful place.,342649 +RT @chelseahandler: North Korea believes in climate change. We are the only country in the world that has a political party who denies clim…,811594 +RT @TheEconomist: Uncoupling emissions growth and economic expansion is important for slowing climate change https://t.co/TnjMRQSU5V https:…,877953 +"RT @Reuters: France, U.N. tell Trump action on climate change unstoppable https://t.co/Gcj6LcrNpa https://t.co/0yFoOoUAaU",250020 +"Africa takes centre stage at Marrakesh, urges speedy climate change action https://t.co/IIqumfQPBV",482420 +"RT @philstockworld: Currently +reading 'Why we need to act on climate change now': https://t.co/dj2hPF4x5g",811970 +RT @ClimateReality: It’s simple: The same sources of emissions that cause climate change also produce pollutants that engager our health ht…,410045 +@kylepope 99% of all scientists say climate change is real. But US media presents the 'other side.' Fossil Fuel companies side? Sad.,768287 +"Mayors & governors are already seeing effects of climate change in their cities/states. They have to act now, with… https://t.co/ikRrIdzjBD",10140 +"RT @PiyushGoyalOffc: Shri @PiyushGoyal spoke about the dire need of addressing climate change, at the 8th World Renewable Energy Technol…",381026 +@DrJillStein What is your opinion on the #Vegan lifestyle as one of the solutions to climate change? ☺,824589 +RT @SwannyQLD: See my article on Turnbull's lost decade on climate change and remember the charlatans who led us down this path - https://t…,566239 +"@JadedCreative @chrislhayes LOL and fly a rocket ship to space, meet with scientist about climate change, and with… https://t.co/f47eL2kFQE",168376 +RT @ILoveQueenK: #EarthHourPH2017 muna tayo to fight climate change oh dba nakatulong pa tayo,925405 +RT @AJEnglish: Not all fur and waddles: This Penguin colony is at risk from climate change https://t.co/IBMSbIssbX,175224 +RT @BecomeWhoWeAre: @NathanDamigo Animal agriculture is the biggest cause of climate change (if it's real). Recycling cans and carpooli…,761939 +RT @amyrightside: US climate change campaigner dies snorkeling at Great Barrier... https://t.co/HToUo9txxe #greatbarrierreef,701364 +Hello. I am a white middle class conservative and climate change is very real. Thank you. #Facts,634818 +"Trump team at Davos: We don't want trade war w/ China, just better deal;. Pres.Trump Keep promise on illegals, no climate change, Obama care",691110 +Interior Department agency removes climate change language from news release https://t.co/IYR8aGVyMw,386807 +RT @StatsBritain: 100% of Britons hope Prince Charles DESTROYS Donald Trump on climate change when he visits in June.,885006 +Humans 'don't have 10 years' left thanks to climate change - scientist https://t.co/vUhQQAieW8 Finally some good news.,486755 +RT @hfairfield: Spring weather arrived more than 3 weeks earlier than usual in some places. New research pins it on climate change.…,335914 +The climate change racket has lost force #podestaemails26 https://t.co/xFi6crATGx,961423 +"RT @LeoDiCaprio: Want to stop climate change, @UWM? See #BeforeTheFlood at your University #BeforeYouVote. +https://t.co/ubMubJMbkv",48070 +"they asked what my inspiration was, I told em global warming.",86376 +"We could have the absolute solution to any problem; to end hunger, climate change, but in the wrong hands, we'd make the same mistakes.",857017 +"RT @cinziamber: Educate yourself on climate change and what you can do. Not just for yourself, but for your family, your future family, eve…",70184 +MINISTRY OF TRUTH DOUBLESPEAK: US federal department is censoring use of term 'climate change' https://t.co/ROoiXPVGqj,808139 +"Not sure how @heathersimmons knows about the nametags, but we see @Newmont is mentioned in these HBS climate change… https://t.co/UGclq2t4YX",348386 +RT @smh: State of the Environment report warns impact of climate change 'increasing' and 'pervasive' https://t.co/q6hduIhZl1,924242 +RT @Stevenwhirsch99: All the while he tries to lecture America about climate change....... https://t.co/PARNgUirHw,686843 +"RT @deltalreed_l: Polar vortex shifting due to climate change, extending winter, study finds +https://t.co/enqjjXpMsz Marco say climate chan…",49160 +"RT @TrumpTrain45Pac: There is no global warming says the founder of the weather channel +#MarchforTruth +#CNNisISIS +#ClimateChageisnormal +ht…",302490 +@Erikajakins They fully expected to be hailed as king and queen of some new 'climate change' era. To never receive… https://t.co/iAPH3shCti,183669 +"RT @SuffolkRoyal: @gwak52 @69mib Just more of the big 'global warming', 'climate change' con. Or whatever it is they're calling nature the…",945556 +RT @businessinsider: A new study just blew a hole in one of the strongest arguments against global warming https://t.co/xqzcyUrcAe https://…,664348 +"RT @TheAtlantic: Tracking climate change through a mushroom's diet, by @vero_greenwood https://t.co/yhYdZaRQg3 https://t.co/9zxuVfw2EI",556462 +"RT @slaveworldElmo: A vital link in fighting global warming: Whales keep carbon out of the atmosphere. #OpWhales +https://t.co/G8EFJatSXG",643411 +RT @SenSanders: We have a president-elect who doesn’t believe in climate change. That’s frightening for this country and the world.,428375 +RT @SenSanders: If we don't address climate change there'll be more conflict over limited resources. We must listen to scientists not fossi…,855864 +"RT @GhostPanther: Pence doesn't believe in climate change, evolution or that some ppl are born gay. Can't he just not believe he saw Hamilt…",566490 +RT @thehill: California signs deal with China to combat climate change https://t.co/vZ6x5jTnCh https://t.co/26ppDfBu95,830535 +RT @RogueNASA: Survey: Only a quarter of Trump voters believe in human-caused climate change https://t.co/fDRpSSHeAY,382 +RT @AbbieHennig: extremely concerned about planet earth now that we have someone in office that doesn't believe climate change is real,373785 +RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,734921 +RT @reaIDonaldTrunp: y'all still think global warming is a hoax? https://t.co/lxxfyA9rsj,171713 +RT @citizensclimate: Great op-ed in LA Times: Some conservatives are concerned with #climate change https://t.co/aMyanMSfB3…,556800 +RT @realDonaldTrump: The concept of global warming was created by and for the Chinese in order to make U.S. manufacturing non-competitive.,88973 +"RT @SteveSGoddard: Before global warming, hurricanes in Texas never did much damage. https://t.co/pQ10HFZWIb",658337 +RT @voxdotcom: Trump’s election marks the end of any serious hope of limiting climate change to 2 degrees https://t.co/rVDaS8lT1R,4709 +"RT @latimes: Russia investigation, climate change and immunity: Here are the major stories under Trump this week https://t.co/QEkiZ9bSRU",877084 +RT @ClimateCentral: 5 ways cities are standing up to climate change https://t.co/akwRgiNcaw via @FastCoExist https://t.co/hLpXJVYC4g,445620 +"The hoax : how pseudo climate change is used as cover for non conventional geoengineering war and destruction +https://t.co/wv5CQPOZ7G",270537 +@DonaldJTrumpJr @EricTrump make sure someone tells the trumps there is no such thing as global warming,703375 +Reason #600 I want to move- my brother just argued with me for 30 minutes about global warming not being real....#pleasegotoschool,46873 +Insight: To deal with global warming we need many of the same things that are absolutely necessary to explore space 1/3,899754 +RT @hrkbenowen: Al Gore refuses to give direct answer when confronted over bogus 2006 claims on climate change https://t.co/5c1inAzjVM,795861 +If he was white and was support climate change and doing some type of protest he would still have a job cuz that wo… https://t.co/yMzvb7EAjP,812551 +RT @ericgarland: Because I GUARANTEE YOU - Putin feared the US taking the lead on climate change. It would be the end of his country's tiny…,535591 +It's not global warming it's warming that's global,80055 +"@SebGorka NYT's: God confirms - 'Trump is the anti-Christ!' Blames him for 9/11, AIDS, global warming & Air Supply!",570775 +#3Novices : Despair is not an option when it comes to climate change https://t.co/Fe60O63EBo We've heard a lot about warming oceans in the…,607294 +RT @YooAROD: How do people deny that global warming exist? That's like saying the earth is flat. You sound flat out dumb!,346257 +Vital discussion from LoneStar Caledonia as the team embrace climate change and the fragility of our planet : https://t.co/19qLrWK8ka,834872 +RT @rose_douglass: @Janefonda climate change is a hoax. NOAA lied about their data. It's all about draining our wallets even more to charge…,214043 +@ZachTheMute also when he thinks climate change isnt real and thinks stop and frisk is a good thing,613413 +RT @StigAbell: I know nobody cares about climate change in the brave new world. But the red line is this year's sea ice. This look…,1960 +Balzer: Resilient ecosystems4 adaption to climate change. This is also in line with the #ZANUPF resolutions made made during #2016Conference,591346 +An extended family member posted on Facebook that people need to wake up because climate change isn't real. Any way to extend him further?,716050 +"RT @DailySabah: New US-British research confirms that reported pause in global warming between 1998 and 2014 was false +https://t.co/UjXm9Yj…",449744 +RT @TheEconomist: China sees diplomatic benefit in hanging tough on climate change https://t.co/7qGaXZ95jF,746121 +RT @BBAnimals: The effects of global warming https://t.co/twFnLF4XNw,576177 +"RT @NOAAClimate: With #snow in the forecast for this weekend, here's a quick reminder: Snowstorms don't disprove global warming.… ",742262 +RT @HannahRitchie02: How much will it cost to mitigate climate change? Some estimates suggest <1% global GDP per year in 2030. New blog:…,603256 +RT @HirokoTabuchi: China as climate change savior? Not so fast. By @KeithBradsher https://t.co/XgZjvvweLJ,995594 +@MarsinCharge allergy season is supposed to be especially bad this year because climate change got the trees out of… https://t.co/QOQtGyvnnY,491003 +RT @SethMacFarlane: HRC proposes installing half a billion solar panels by the end of her first term. Trump thinks climate change is a hoax…,258024 +"RT @BayStateBanner: https://t.co/Duu2Ki5sRI In Boston, who will bear climate change burden? +#climatechange https://t.co/9ycaZuR8UT",132811 +RT @YEARSofLIVING: #RenewableEnergy saves us from the worst effects of climate change & solves our economic challenges @CalCEFAngelFund htt…,739061 +Modern agriculture cultivates climate change – we must nurture biodiversity https://t.co/qmwK5dKX31,515952 +RT @CBSNews: What happens if the U.S. withdraws from the Paris climate change agreement? https://t.co/eBb27mOzFI https://t.co/HGXbdcYWxs,622935 +RT @Green_Footballs: Trump pouts and glares as Finland’s president discusses the effect of climate change on Finland…,448716 +I didn't think people still confidently denied that global warming is an issue.,357570 +"President Donald Trump's policies on climate change are strongly opposed by Americans, poll indicates https://t.co/hjuhZcgfKC",459647 +RT @AP: BREAKING: California lawmakers pass extension of landmark climate change law that Gov. Jerry Brown holds up as global model.,694067 +"RT @BuckyIsotope: You are my sunshine +My only sunshine +With global warming +You’ll kill us all",342342 +RT @ajplus: Meet five communities already losing the fight against global warming. https://t.co/vKzk4FTQWJ,458106 +I just joined @NatGeoChannel @21CF in combating climate change. Take action #BeforeTheFlood https://t.co/bnVqULcmRb,943571 +@australian Don't blame it on climate change. The major cause is cyclone Debbie,592617 +RT @jmontooth: We need @neiltyson to go golfing with Trump and casually tell a story about climate change and the value of education.,847809 +Understanding alternative reasons for denying climate change could help bridge divide -… https://t.co/nXGJzJG7PX… https://t.co/xvun9tdD3w,676499 +@AlexWitt U ditzed Clinton & helped Trump win who reversed all climate change policies. Kiss your butt goodbye as Nature Knocks & blame you!,393921 +Recent pattern of cloud cover may have masked some global warming https://t.co/S3ahtG8xfC,307201 +@bg38l You reject the overwhelming facts associated with climate change. Are there other objective scientific truths you oppose?,814178 +RT @CivilJustUs: How do they expect us to care about global warming with all this penguin on penguin crime?? https://t.co/HypysWHvVV,33055 +RT @__JoshBailey: I can't wait for all my tweeting to end global warming,316616 +Energy Department refuses to give Trump team names of people who worked on climate change https://t.co/5PJc8noSlJ via @bi_contributors,246745 +"RT @BostonJerry: Trump/Tillerson are against Russian sanctions, Iran deal, & any action on climate change. How could senior officials keep…",28308 +@tomcolicchio @MikeBloomberg And donating millions in support of combatting climate change?,793207 +"RT @NatGeoChannel: Watch #BeforeTheFlood right here, as @LeoDiCaprio travels the world to tackle climate change https://t.co/LkDehj3tNn htt…",334667 +this is mostly linked to the fact they're all scientists and acknowledge the fact climate change is real,805610 +"RT @GoodFoodInst: Feel helpless as our president denies climate change? Don't forget how much #PlantBased eating counts. +Via @bustle +https…",747215 +RT @mythicalskam: sana angrily shooting free throws to humble was hot enough to fuel climate change i have the receipts https://t.co/6uYcGp…,124201 +RT @physorg_com: Extreme #weather events linked to climate change impact on the #jet stream https://t.co/nC1wHZuPYV @penn_state,360821 +"Academic, author Brett Favaro bringing climate change message to Corner Brook +https://t.co/CJO5J90gOY",461119 +RT @SarahKSilverman: Maybe @NASA will stand w their fellow scientists & hold off working on Mars until Trump accepts climate change https:/…,301741 +RT @CGlenPls: Merry Christmas. The reindeer population is depleting at an alarming rate due to climate change. Ho ho ho 🎅🏿,491775 +@FoxH2181 @A_CLizarazo @KyleKulinski What's your plan for when global warming destorys the environment? No plan? Hu… https://t.co/Dj2BIJqI9y,930852 +"RT @errolmorris: Fuck you to welfare, fuck you to global warming, fuck you to health care, fuck you to women's rights, fuck you to everythi…",208706 +my family that lives in Florida doesn't believe global warming is real and voted for trump,54869 +RT @Robert___Harris: Not sure the squirming on climate change & fear of offending Trump is going to play well for the Tories either https:/…,62066 +RT @CMHADirector: @mitchellvii Trump believes in climate change. He's about to change the political climate in Washington DC.,10993 +"Under Rex Tillerson's tenure, Exxon Mobil covered up climate change research by their own scientists https://t.co/QV4k11GqdT",629210 +Get real on climate change PLEASE https://t.co/v4wTucKfXo #nopipelines #stopkindermorgan https://t.co/PAUtyGWE6d,483522 +"@peyton_mg or when they remove any evidence of climate change, anything about ciVIL RIGHTS, AND HEALTH CARE.",810782 +RT @BelugaSolar: The complex world of climate change governance: new actors; new arrangements https://t.co/kflzE5JNKz,801097 +RT @SYDNEYKAYMARIE: wow would you look at all this climate change,117955 +RT @brainsoqood: mane that lil cold front we had bout a month ago was a mf tease . had everybody excited & shit . fuck global warming,857587 +"RT @_AlexHirsch: Simple. I believe in climate change, a woman's right to choose, gun safety & the wealthy paying their fair share. T…",756775 +"There u go, only a few days in and he's already fixed global warming, what was everyone panicking about",886329 +‘Shell knew’: oil giant's 1991 film warned of climate change danger | Environment | The Guardian https://t.co/dAjXgcEQWY,629213 +RT @thenib: If the media covered climate change the same way it covered Hillary Clinton's e-mails https://t.co/9fQYlRcq0y https://t.co/bjaF…,130697 +RT @realDonaldTrump: The concept of global warming was created by and for the Chinese in order to make U.S. manufacturing non-competitive.,412538 +While the West drag their feet on accepting that climate change exists. https://t.co/LT2PIElO55,34139 +"RT @GR_ComputRepair: #adelaidestorm I hope everyone in SA safe and sound, it's time to put climate change front and centre for Earth's sake.",149935 +"RT @OCTorg: Rex Tillerson will be in court answering questions about his climate change legacy on 19 January, … https://t.co/4KYEpw5e1b via…",813785 +RT @jakeu: Christians who refuse to care about climate change are outright disrespecting one of God’s most masterful creations.,74650 +@Brian_Pallister Shame on you for not supporting the national climate change plan,465837 +RT @MarieFrRenaud: The cost of doing nothing about climate change. #ableg #cdnpoli https://t.co/c2aYDkdszL,353152 +"RT @SABIC: #SABIC sustainability initiatives feature on KSA climate change website for #COP22 +https://t.co/M05d6slaAC",331104 +"Climeon power technique, used by Virgin Voyages, claims it has potential to help 'reverse climate change'… https://t.co/dlFYdEZKuk",56069 +"RT @nytimes: In South Florida, climate change isn't an abstract issue https://t.co/H3nEB7oJYH https://t.co/uQrVykw4ta",723413 +RT @DavidOvalle305: Octopus in the parking garage is climate change’s canary in the coal mine https://t.co/cPk8tIW8Cf,243069 +@MailOnline We love climate change!,482844 +"EPA boss says carbon dioxide not primary cause of climate change, contradicting all the scientific evidence… https://t.co/SbIbmne5sC",516277 +https://t.co/LNR1MMcEYu 'The scales have tipped': Majority of investors taking action on climate change! Where's Turnbull? Still fast asleep,634035 +In 4 days the most ambitious climate change agreement in history enters into force. Have you read... https://t.co/ndp1LS0Dmq,331193 +"RT @arjunsethi81: 2016 was the hottest year ever recorded. During that year, the 4 major networks devoted 50 minutes to climate change http…",474759 +Panel recommends transparency measures on climate change https://t.co/lQHi3Uvnay,488620 +"Earth's mantle hotter than scientist thought... volcanos will continue to impact climate change. i see a carbon tax. +https://t.co/eQEvF8JNp7",839352 +@Chicken_Pie22 climate chbage is arguable on both ends. I was pro climate change but after reading into it have chbage my perception.,391234 +RT @guardian: Ivanka from Brighton sends climate change reply to Trump https://t.co/iJ63nGWJji,313648 +"Omg. FBer complaining about the science march says it's not the US's responsibility to 'cure' climate change, let other countries do it.",659109 +"@JuddLegum What an understatement, @nytimes. What's going on? Between this & the climate change thing, it's fairly… https://t.co/82cXWhpKpD",662221 +RT RaysLegacy 'RT DrShepherd2013: Over the top alarmist articles about climate change are just as irresponsible as baseless skeptic claims.…,296437 +"RT @Anotherdeedee1: #ImpeachTrump +hoax vs profit +#TheJournal.ie DonaldTrump cites global warming as reason to build his Atlantic wall htt…",193971 +Dramatic Venice sculpture comes with a big climate change warning https://t.co/ams7rf9Ct5 https://t.co/wk9ArwizmO,787920 +"RT @EnergyFdn: Bill Gates, others launch $1B fund to fight climate change through energy innovation: https://t.co/cnPQsk9Bcw",535511 +#airpollution Arnold Schwarzenegger with some sense on climate change - https://t.co/R5J70HY092 via @knowabledotcom,769581 +Will China lead on climate change as green technology booms? https://t.co/wRTeXEK5y0 #Moraltime,349431 +RT @ChristopherNFox: Dear @realDonaldTrump @IvankaTrump: About 97% of #climate scientists agree that human-caused climate change is happ…,929265 +@Rachel__Nichols global warming,795123 +"RT @_joshuaaaaa_: why y'all arguing about prom capacity when it's already set in stone, there's other issues like global warming that…",155398 +@RonBaalke @Newegg and with climate change we can expect asteroids to become more frequent and powerful,725497 +RT @molly_knight: Oh my god my dude Mike Levin destroyed @DarrellIssa on climate change. What a blessed day! https://t.co/JucxpXYk1m,235678 +RT @IChooseLife_ICL: Prof Wakhungu-CS Environment now addressing on urgent actions that needs to be taken so as to combat climate change…,369892 +"@MikeBastasch @DailyCaller there has always been global warming and cooling , man has nothing to do with either",989976 +"RT @StreetCanvases: HULA / Sean +Tackles the theme of climate change with an amazing temporary mural done with natural chalk that washes…",685160 +RT @ScienceMarchDC: NASA is still communicating climate change science #ScienceMarch #NASA #Climate https://t.co/3omWE4kV8Y,345451 +@wef If that's the case please RT this @POTUS @realDonaldTrump because he is illiterally the death of us! #global warming,875429 +"RT @AdriaSkywalker: Me, when I think about how global warming is literally making the earth inhabitable, but the ruling class cares onl… ",588854 +RT @SenSanders: We have a president-elect who doesn't believe in climate change. Millions of people are going to have to say: Mr. T…,398409 +RT @SenSanders: We have a president-elect who doesn't believe in climate change. Millions of people are going to have to say: Mr. T…,142668 +"RT @Mattrosexual: If global warming isn't real, explain to me why club penguin got shut down?",868078 +Where is the correlation??? It is a proven fact that human activity and fossil fuels cause climate change�� someone… https://t.co/7QAni2ICFT,449764 +Scott Pruitt turns EPA away from climate change agenda - https://t.co/gGKOaXRRQS - @washtimes,194389 +"RT @mombot: Didn't a cat run onto the field at a Marlin's game earlier this week? + +I blame global warming. https://t.co/tmz797dPqc",465891 +RT @BillMoyersHQ: There are also 21 kids suing President Trump over climate change here in the US https://t.co/cEysoi4pva https://t.co/mS84…,861701 +"@ambrown And much like the cherry blossoms (thanks, global warming) it's coming earlier every year.",668682 +"RT @voungho: this ended poverty and climate change, my crops grew to their maximum potential and the world is suddenly cleansed…",859322 +RT @luisbaram: 'Fight climate change' is a polite way of saying: we're going to rape you with taxes and waste all that money in pointless p…,397319 +RT @ajplus: Trump picked a climate change skeptic to head his EPA transition team. https://t.co/3Odv7hO57P,662170 +"RT @BernieCrats1: BernieSanders: The stakes are enormously high. Literally, in terms of climate change, the future of the planet is … https…",447574 +"Trump believes climate change is real, says Nikki Haley, U.S. ambassador to the U.N. https://t.co/WOCAlLLnbm via @WSJ When it comes from him",550614 +"RT @Impeach_D_Trump: Meet Scott Pruitt, the climate change skeptic that the Senate just confirmed to lead the EPA. https://t.co/EzFjk8NdKo",434903 +"Earth revolves around the sun, it isn't flat, and climate change poses a dire threat to humanity @realDonaldTrump.",939644 +"RT @LKrauss1: Women's rights, and climate change. Two reasons Trump needs to lose, and hopefully Democrats gain senate majority.",629964 +Legitimate question: How do people believe China made up climate change,822224 +"RT @godkth: - women's rights +- lgbt rights +- planned parenthood +- black lives matter +- climate change +- education +- disabled p…",372060 +John Kerry says he'll continue with global warming efforts https://t.co/XEVSoxtuHk https://t.co/mPCziP5KWL,575133 +Catalina United Methodist hosts lecture series on climate change - Arizona Daily Star https://t.co/wnNY3X15a3,996535 +Global man-made 'climate change' is a fraud. Trump better stop listening to the tree huggers.#trytostopthewind,627536 +@trutherbotwhite Time magazine has a 1920s article talking about global warming. Conclusion=the Earths climate always changes.,773818 +*69degrees out* 'I hate that people are saying it's beautiful out! It's global warming! Global warming isn't beautiful' @doradevay10,943559 +@ZanerBurr0522 'global warming is a hoax by the Chinese government',910094 +"RT @andrew_leach: @AlbertaBluejay Consultation was on best response to climate change for AB, and policy advice based on input, tech…",40552 +@mzemendoza don't thank global warming,949845 +RT @RHSB_Geography: #mapoff2016 collecting views on the impacts of climate change. Join in https://t.co/0JphxQGoYp @digitalGDST https://t.c…,893456 +Weekly wrap: Trump budget savages climate finance: This week’s top climate change stories. Sign up to have our… https://t.co/Ldh5qrKklR,799680 +RT @CarbonMrktWatch: 'indigenous people have contributed least to #climate change and they pay the highest price' says rep. of @iipfcc http…,478024 +Fuck all the people who don't believe in global warming it's real and we need to actually need to pay attention to it,249709 +RT @ClimateCentral: It's been 628 months since the world had a cool month (thanks to global warming) https://t.co/aFhq46q4BB https://t.co/E…,815643 +#TEAParty https://t.co/mcCHdVbq5T Lord Monckton shows IPCC Pachauri is dishonest about global warming after being corrected,10542 +"I'd love to, but climate change says 'No'. +#NoWhiteChristmas anymore. +#Germany https://t.co/eAz4sNxLCk",313029 +"@VeganHater420 to reduce animal cruelty, to reduce water waste, to reduce global warming, to practice what I as a studying scientist preach",551318 +@Dokuhan biggest problem too is that so many people in our country don't believe in climate change for selfish reasons. Dangerous times.,682768 +Rex Tillerson: Secretary of State used fake name 'Wayne Tracker' to discuss climate change while Exxon Mobil CEO https://t.co/paBFewCbzS,541054 +Poll finds more Scots want stronger action on climate change - The Scotsman https://t.co/feEh47yrjN https://t.co/AzGQA7FY7Z,921977 +"RT CoralMDavenport: Scott Pruitt says Co2 is not a primary driver of climate change,a statement at odds with globa… https://t.co/9tEQoqAMnD",40585 +More on the opinion pages about climate change - Ilona Amos: More must be done to to fight climate change https://t.co/1z0QJZjsAb,2551 +RT @sciam: The Arctic is undergoing an astonishingly rapid transition as climate change overwhelms the region. https://t.co/snnFNWwi04,3449 +"RT @homotears: the chainsmokers are the reason there is no cancer cure, war, isis, global warming and diseases.",306708 +@tetsushinjou inside because of the weather and that led to climate change etc,33638 +I fucking knew global warming is real https://t.co/OTIY8adbsQ,340490 +RT @Bakerwell_Ltd: Ladybird book for adults on challenges and solutions to climate change co-authored by Prince Charles https://t.co/kqjrus…,371368 +Study offers a dire warning on climate change https://t.co/PdZSO3Jb2U,403307 +97% of climate scientists say climate change is real. If 97 doctors out of 100 said you have cancer would you believe the 3 that didn't?,443723 +RT @ChrisSalcedoTX: Anyone else tired of militant gay agenda & man made global warming fantasy being shoved down our throats on @warnerbros…,917808 +"RT @timgw37: NRO 'The doings in Washington have a distinctly tropical feel to them, and it isn’t global warming...' KevinNR https://t.co/B7…",109773 +RT @mitchellvii: Merkel thinks flooding Germany with dangerous terrorists is a GOOD idea and that global warming is her biggest threat. Yep…,964844 +RT @LeoHickman: 'We must lead the free world against climate sceptics': EU says it will remain top investor against climate change https://…,875387 +"RT @JENuinelyHonest: @ABCPolitics 'Attacks from academia' because they said climate change is real and we shouldn't gut the EPA, that's an…",807641 +RT @_iAmRoyal: So many of my friends' families live in FL and are too poor and/or too disabled to evacuate. Capitalism and climate change a…,190559 +"Nationalism isn't the worry. Mass migration, climate change & Islamic fundamentalism are, but not allowed to say. https://t.co/k2suFkdFpk",929097 +"RT @aarnwlsn: when they're socially aware, care about bees, believe in global warming and climate change and support equal rights https://t…",216996 +"RT @markleggett: I believe that climate change is real, that it's man-made, and that we need to stop harming the Earth, which is very obvio…",305367 +RT @FoxNews: .@greggutfeld: 'It's crazy to think that climate change takes priority over terror.' #TheFive https://t.co/B4lTub47Af,560286 +@ChrisCuomo Comparing climate change denial to being a segregationist. You are a vicious monster. You and Camarotta are demonic.,643108 +RT @IRMercer: We cannot continue to tinker around the edges and hope for a miracle cure to climate change. Nice one @Amelia_Womack https://…,991972 +RT @RevRichardColes: That's the way to tackle global climate change: treat it as a domestic issue so the UV toasts only cheese eating surre…,65425 +Pacific peoples responses to climate change have been developing and adapting for decades and these should be recognised #ASAO2017 1/2,336322 +"RT @FAOKnowledge: Hunger, poverty & #climatechange need to be tackled together. How can #agriculture contribute to climate change mit…",126840 +RT @MickPuck: Well done Trump voters! #yourtrumpviote put a climate change denier in charge of the EPA https://t.co/GhSminTiHF,66121 +Nature: the decisive solution for the climate change crisis https://t.co/L3AsdT9uh4 via @AidResources,619287 +"RT @IHubRadio: Agriculture doesn't just contribute to climate change, it could help reverse it. https://t.co/PAdzXucJWg Via… ",124378 +RT @Independent: Donald Trump planning to force environment agency to cancel all research into climate change https://t.co/KOhnljS5cQ https…,587313 +Energy review of the year: Bad year for coal and uncertainty over climate change https://t.co/To9vGTGiZY,447439 +RT @guardian: The Guardian view on climate change: bad for the Arctic | Editorial https://t.co/xbzxPTWCiP,699344 +RT @nytimes: The White House refused to say whether President Trump still believed that climate change was a hoax https://t.co/VZGWJrcAu3,700265 +"RT @DanielMaithyaKE: Integrate climate change measures into national policies, strategies and planning #KenyaChat",201084 +@eadler8 @bmsnides climate change. You are devoting your career to science. This should matter to you.,787460 +RT @BillRatchet: ain't no one scared of climate change until mother nature comes out with a gucci belt on,772476 +RT @smitharyy: Earth Hour shines light on climate change #EarthHour... #EarthHour https://t.co/VYk63z40ZU,999493 +"@doctorow Well, it would solve the global warming problem.",649075 +RT @climatehawk1: Trump inspires scientist to run for Congress to fight #climate change - @NBCNews https://t.co/p0s0ufmzKh…,754715 +"RT @Isabellaak_: If you don't believe climate change is real, you're wrong. And Leo is here to tell you why. #BeforetheFlood https://t.co/h…",20118 +@MarkHerron2 @Gzonnini Tell these guys climate change ain't happening. https://t.co/1bQ14F6oWb,606310 +@destiny221961 then they speak abt global warming..haha! Who believes that!,629888 +RT @davidtracey: Would a true climate change leader choose 2 Texas oil billionaires (#kindermorgan) or people like us? Your call…,138102 +RT @BernieSanders: 'The concept of global warming was created by and for the Chinese in order to make U.S. manufacturing non-competiti…,966636 +RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,260253 +"RT @billmckibben: Trump is making biggest bet any leader has ever made: physics isn't real, and climate change can be safely ignored https:…",837801 +RT @JoseMGo66241080: Test nice day it will be a hot summer with more global warming https://t.co/XbY6jPvr5p,411449 +"RT @SafetyPinDaily: We’re “removing outdated language”: Trump’s EPA has taken down its climate change page | via @qz +https://t.co/UgrBo6N9i4",46829 +"RT @ExconUncle: One bird cannot stop deforestation, carbon monoxide, oil spills, global warming etc etc.... But TOUCAN !! https://t.co/tNXu…",422748 +RT @DavidPapp: Oman's mountains may hold clues for reversing climate change https://t.co/G8KTZFRPro,703922 +RT @KatrinaNation: My take this am -- Trump’s denial of catastrophic climate change is a clear danger https://t.co/rVYrkjAzRu,329328 +"30 Cancel billions in payments to U.N. climate change programs +31 Lift restrictions on production of job-producing American energy reserves",604545 +"RT @tuesdayreviews: 2044 + +Expert: Central planning made effects of global warming far worse. + +Bernie bro: Well actually, that wasn't real s…",194969 +"Whistle blower-NOAA scientists cooked climate change books, gets zero coverage by liberal media- still think theirs isn't fake news?",386862 +RT @motherboard: Vancouver is considering abandoning parts of its coastline because of climate change https://t.co/2vM1TiYfkR https://t.co/…,778479 +@realDonaldTrump @TGowdySC @SenatorTimScott globalists need to stop manipulating weather 2scare people into thinking global warming is real,25665 +RT @MarkRuffalo: .@EPAScottPruitt doesn't think CO2 drives climate change? Let's send him a copy of 'Global Warming for Dummies': https://t…,587685 +RT @JasonMorrisonAU: Dealing with 'global warming' Down Under. https://t.co/GOQzwYofUP,154455 +"RT @EcoHealth13: Conversations about climate change +The Naked Scientist @RadioNational +https://t.co/xh4Jedj2Iy",810205 +"RT @bourgeoisalien: TRUMP:I don't believe in climate change bc it never believed in me + +TRUMP's inner voice: ur confusing that with ur dad…",429754 +RT @nadasurf: .@IvankaTrump i really wish climate change wasn't real but i'm afraid it is. please help. the world would be so grateful. al…,497142 +RT @JacobWhitesides: I think that's global warming not christmas https://t.co/VVAzjVXH6w,332117 +COP22 host Morocco launches action plan to fight devastating climate change https://t.co/t0h9Fk3xfS @aarmd1 #COP22 #climatechange,689977 +RT @michelmcbride: these people don’t even accept scientific consensus on climate change. Directing to expert opinion is a dead end https:/…,15344 +RT @CDP: America's corporate giants are unequivocal that tackling climate change is an enormous business opportunity…,348067 +@ANOMALY1 You would need one of those liberal global warming expert to explain a phenomenon like that.... 🤔. LOL. 😂,445232 +"RT @WIRED: Obama, speaking about climate change, urges the importance of science and facts when developing solutions.… ",110434 +RT @Newsweek: A high-level climate change summit was mysteriously cancelled a few days before Donald Trump took office…,23501 +"RT @baesicderek: just vote for Hillary fuck it, at least she believes in climate change",745898 +RT @flippable_org: Scott Pruitt is dangerously wrong on carbon dioxide & climate change. He has no evidence for his claim. We have decades…,348993 +RT @jaylicette: I'm really worried about what's going on with the planet and the weather and climate changes and global warming. Send links…,86112 +"RT @UN: There is optimism in the fight against climate change, but the best time to act is now. @WMO chief explains more in…",847851 +RT @YorkshireWP: This graphic by PBI perfectly illustrates the extremely worrying effects climate change is having on the Arctic sea…,609103 +Analysis: Trump's a climate change pariah https://t.co/hDFsfFy5rb #WYKO_NEWS https://t.co/wazAO6GhcP,839077 +"RT @KamalaHarris: I stand with @JerryBrownGov in saying that California will not back down on climate change. +https://t.co/xP8Y6eSmyx",257291 +RT @CNN: No snow where there should be. Bleached anemones. Cracks in the ice. This is what climate change looks like:…,529894 +Climate hawks unite! Meet the newest members of Congress who will fight climate change. https://t.co/0VhsXRzyZw via @grist,589853 +"RT @Forbes: UNICEF USAVoice: UNICEF has issued a new report on what climate change is doing to our kids +https://t.co/zWYzEuPO9O https://t.c…",916547 +This sh*t is real | Scientists know storms are fueled by climate change. They just need to tell everyone else. https://t.co/eBb9C1IR7N,479855 +kiwinsn: cnnbrk: Judge orders ExxonMobil to turn over 40 years of climate change research. https://t.co/oBYGuFSIGA https://t.co/nMhp7g3g2r,715783 +It's been 1 week since I deleted Grindr. The sun is brighter. The birds are singing. Actually this may just be global warming never mind.,764927 +Holy moly this bitch thinks global warming is fake https://t.co/kWywtdsEsR,784447 +RT @cool_as_heck: Unbelievable that Club Penguin is shutting down yet people still deny the impact of climate change on our planet,862004 +"Pollution, climate change affecting everyone: Rajnath Singh - Economic Times https://t.co/uOVrHoiXkY",788502 +"RT @haydenblack: New EPA chief Scott Pruitt says there's 'tremendous disagreement' about climate change. + +Specifically between corporation…",905470 +RT @verge: Google Earth’s Timelapse update illustrates 30 years of climate change https://t.co/kTDUWZASfc https://t.co/0zIdtW9bzG,59972 +RT @CBSNews: Bernie Sanders: 'What astounds me is that we now have a president-elect who does not believe climate change is real…,558929 +RT: @ajenglish :Not all fur and waddles: This Penguin colony is at risk from climate change https://t.co/YCRwpA7iWi,749131 +The other climate change Trump doesn't understand: How the energy business climate has shifted - Washington Post https://t.co/bJBBieGsac,33039 +Meteorologist Paul Douglas talks climate change under Trump @jimpoyser https://t.co/FkeCMmjL6J https://t.co/cbO5FXPGv4,692983 +U saying bringing back manufacturing jobs and global warming isn't real is not being out of touch with reality? https://t.co/sAe7nOYgSC,456800 +Malcolm Roberts on why he doesn't believe in climate change - SBS https://t.co/BzWERwZOlq,167743 +RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,206677 +"Derrick Crowe is running for Congress to unseat one of the most ardent climate change deniers in Washington, Rep. L… https://t.co/VhgDuERdWD",76347 +RT @danvstheworld: God knows I never expected to say this but I hope Prince Charles kicks Trump's ass over climate change.,975857 +RT @SenSanders: We have a president-elect who doesn't believe in climate change. Millions of people are going to have to say: Mr. T…,900572 +"RT @PaulEDawson: USDA has begun censoring use of the term 'climate change', emails reveal. #ActonClimate #ClimateChange https://t.co/D545F…",776019 +RT @Slate: Trump will be the only world leader to deny climate change. https://t.co/thTQM5qEy6 https://t.co/0WvubdXUqu,315754 +RT @SethMacFarlane: HRC proposes installing half a billion solar panels by the end of her first term. Trump thinks climate change is a hoax…,618247 +@BGPolitics Ever consider the fact that money is imaginary but climate change is real? It puts this proposal in perspective.,854472 +Will climate change hurt our mental #health? https://t.co/7FOAuVs3zT https://t.co/p6yffKUYhb,767416 +"@aniaahlborn I had to scrape an inch of powdery white global warming off my windshield the other morning... But hey, I live in Ohio",824297 +"Centrica has donated to US climate change-denying thinktank + +https://t.co/7d9RLZqrHu",226628 +"RT @YesBrexit: Tim Farron: 'There's no bigger threat to our country than climate change.' + +Those suicide oak trees need watching. #BBCDeba…",384950 +RT @SierraClub: “The only way to defend Sudan against climate change is through education. Trump’s ban cuts us off from that” https://t.co/…,470743 +"@RupertMyers Good luck to him getting climate change, social justice and inequality support from Trump.",628227 +RT @royalsociety: A saddening new study suggests many species will not adapt fast enough to survive climate change https://t.co/WXHKL8avw5,569901 +RT @HirokoTabuchi: Why do people question climate change? via @nytclimate https://t.co/2gt8B442Y3 https://t.co/dcIgYRZFNp,183605 +"RT @MediaEqualizer: London's mayor saying can't stop terrorism...but can stop climate change? And if he's right, why no terrorism in T…",39796 +RT @PopSci: Doctors unite to say climate change is making us sick https://t.co/T5Hryel0Jl https://t.co/KBlt2ouP5K,967810 +RT @GavinNewsom: Trump's choice for EPA Chief said he's skeptical of climate change & believes the debate on it is “far from settled” https…,842975 +RT @williamsonkev: This is the clown who's gonna battle against climate change when he leaves Whitehouse. LOL https://t.co/FIxFejs34h,829262 +"I think it will help, also, if the 'clean' part is emphasized more - for those who will always deny climate change. https://t.co/PUxNinW16U",43283 +I really don't see why you can't read the Bible AND believe in climate change,263778 +RT @Lagartija_Nix: Donald Trump to send Nasa astronauts to the MOON by cutting US climate change budget https://t.co/p4Twmmv2kz,544747 +F U climate change!!!����(but also I'm very aware this is all our fault cause people are gross monsters. I'm sorry mo… https://t.co/8nyZ0eHEA0,160865 +"After floods, Peru has an opportunity to rebuild smarter | Climate Home - climate change news https://t.co/iBgCuB4pGq via @ClimateHome",870306 +RT @voxdotcom: Trump took down the White House climate change page — and put up a pledge to drill lots of oil https://t.co/pFTyaKxmLW,317941 +.@RepJohnKatko Don’t let our children face climate change disaster! #ParisAgreement #CleanPowerPlan #SaveTheEPA #ActOnClimate #swingdist,242541 +"RT @CIBSE: '72% of people we surveyed were concerned about climate change. It's not just an economic argument, it's moral too.' R Gupta #CI…",264786 +I find it hilarious I argued for three days on twitter with atleast 50 climate change scientist idiots and now you will be getting 0 for BS.,502689 +RT @BuckyIsotope: Good thing America doesn’t have to worry about climate change because Jesus will protect us with a magic bubble,175518 +RT @ClimateCentral: This is why National Parks are the perfect place to talk about climate change https://t.co/dlza7hpubc https://t.co/nqqO…,966995 +RT @HarvardHBS: Business is one of the few institutions with the capacity to tackle climate change on a large scale…,58075 +Warning on climate change as mercury rises - Independent.ie https://t.co/PbCviP7yTI,936594 +RT @DineshDSouza: Let's see if the world ends when @realDonaldTrump 's climate change rollback goes into effect (Hint: It won't) https://t.…,945413 +"@MyMNwoods Hey! We have a new board for bouncing ideas on climate change, are you interested? https://t.co/LTVC09rfhf",956383 +RT @SenSanders: We have a president-elect who doesn't believe in climate change. Millions of people are going to have to say: Mr. T…,796714 +@evcricket if climate change radically alters precipitation rates I wonder how that impacts ROI for solar projects?,994587 +It's 65 degrees how can you not believe in global warming?!,855668 +RT @SenSanders: We have a president-elect who doesn't believe in climate change. Millions of people are going to have to say: Mr. T…,632029 +"@Bakari_Sellers away@mikefreemanNFL yeah, this will make climate change disappear. Yeah",99436 +"♥The Taiwan government should apologize to the whole world, making air pollution caused the global warming. + +https://t.co/DEawwT5nO9",498187 +RT @TheEconomist: Over 90% of global warming over the past 50 years has occured in the ocean https://t.co/1nwF6rlpM3,459281 +"RT @CenCentreLoire: Also in english, must read abt connections between climate changes and armed conflicts 'From Climate Change to War' htt…",314913 +RT @nytimes: See how climate change is displacing people around the world. Resettling the first American climate refugees: https://t.co/FgH…,343021 +RT @ClimateChangRR: Top climate change @rightrelevance influencers (https://t.co/cYQqU0F9KU) to follow https://t.co/3he3MjiW9d,761759 +RT @GreenStar_UK: There has always been reasons to #GoGreen but what are the effects of climate change? Find out:…,9180 +#Nigeria #news - BREAKING: #Trump pulls US out of global climate change accord https://t.co/nm6FBqIjkD,118420 +Carbon neutral' forest resource grab: A corporate detour in climate change race https://t.co/87nvSZX14X @IndependentAus,144978 +RT @PopSci: Six irrefutable pieces of evidence that prove climate change is real https://t.co/Zazn0D9vrI https://t.co/gVyz0KndxA,259239 +RT @SenSanders: We have a president-elect who doesn't believe in climate change. Millions of people are going to have to say: Mr. T…,597539 +"@turnflblue What we need is all powerful czar. One that can, in the name of climate change, dictate our lives for us. Sign me up!",803311 +@BlacksWeather Is this just summer or increased by global warming or can we say if one or the other ?,678530 +THREE active hurricanes. look me in the eyes and try to tell me global warming is fake. https://t.co/0FUyKFMb1z,738379 +Trump’s defense chief cites climate change as national security challenge https://t.co/nafqXkLZmH @SvD @dagensnyheter @AHallbarhet,784916 +RT @engadget: Trump to sign sweeping rollback of Obama-era climate change rules https://t.co/ioPYZM2rd4 https://t.co/4iWtB9hnv5,723261 +"RT @AJEnglish: How China, one of the world's biggest CO2 emitter is taking the lead in the fight to stop climate change…",520511 +RT @TwitterMoments: The US Agriculture Department has reportedly been instructed to use 'weather extremes' instead of 'climate change.' htt…,318150 +California launches new climate change conference to help fulfill Paris Agreement targets https://t.co/cLA3nzHp2m,347280 +RT @SenSanders: We have a president-elect who doesn't believe in climate change. Millions of people are going to have to say: Mr. T…,658258 +BBCWorld: Obama administration gives $500m to UN climate change fund https://t.co/bVuauwnfIQ,834309 +"RT @CllrBSilvester: Gov gave £274 million of your taxes to charity 'to fight global warming' +But has no idea where the money went ???… +ht…",742929 +RT @ineeshadvs: 150 years of global warming in a minute-long #symphony – video https://t.co/wvspa9absi @Alex_Verbeek,957353 +Trump falsely claims that nobody knows if global warming is real - https://t.co/gOHeEY2Yc4,892508 +"@POTUS You are NOT as smart as this man, and HE SAYS the climate change is real and affects the US! And he has SCIE… https://t.co/h0KZ3TUkWA",629115 +Show President-elect Trump that you care about global climate change. Stand with us and make your voice heard! https://t.co/cIHs85vk1F,45783 +"RT @NewScienceWrld: In rare move, China criticizes Trump plan to exit climate change pact https://t.co/fC15w5bBiv https://t.co/qovDLDW7bU",374554 +"RT @dpcarrington: ICYM ‘Moore’s law’ for carbon would defeat global warming https://t.co/rVXigOkHVD +by me https://t.co/hnBgwcE8r5",533692 +"RT @TheDailyEdge: #ImagineTrumpsAmerica +Tax breaks for the rich +Spiraling debt +Slowing economy +No action on climate change +Hostility toward…",239498 +"RT @climatehawk1: Research in ancient forests shows tight link betw #climate change, wildfires https://t.co/SqITlNX48i #globalwarming…",31211 +"RT @SoCal4Trump: Q: What about climate science programs? +Mulvaney: Do you think tax $ paying for climate change musicals is a waste?…",236762 +"Scott Pruitt goes beyond blocking climate change data—will use EPA to get on the bad side of the FBI, but that's just me. #Maddow.",499387 +RT @lauriecrosswell: Trump isn't going to do anything about climate change. He just wants to meet famous people like Leo & Gates. These mee…,372368 +RT @deedeesSay: @realDonaldTrump @NASA If you support science and scientists... then you MUST support climate change!! #resist #trump #TheR…,264138 +Their was a civilization who was more concerned on global warming while innocent muslims were been slaughter in #burma #syria #Iraq,76328 +#weather The world’s best effort to curb global warming probably won’t prevent catastrophe – The Verge https://t.co/IPEPGh5VJ6 #forecast,114951 +RT @Thomas1774Paine: WATCH: Al Gore refuses to give direct answer when confronted over bogus 2006 claims on climate change https://t.co/yWx…,814831 +"RT @CorrectRecord: .@JenGranholm's message to millennial voters: 'If they care about climate change, she has to be their candidate.' https:…",268297 +Some of the variation in fire regimes in this area is attributed to anthropogenic — human-made — climate change... https://t.co/fxfLddo57Q,87226 +"Under Trump shadow, world leaders tackle climate change - https://t.co/QxbVRScYEH",145525 +RT @NickSchiavo_: 'We need to organize. We don't have the luxury to choose between racial profiling and climate change' - @yeampierre on ra…,742467 +RT @Zeke_Tal: He dismantled the whole myth of global warming in 9 words. And some people say he isn't a genius https://t.co/4lct5Xfoji,733277 +@ClimateNewsCA @SteveSGoddard https://t.co/W35Ep04dGH What happened to global warming @algore?,556429 +RT @ConversationUK: What you need to know about the Trump-Xi summit: from trade to human rights to climate change – and North Korea…,984662 +RT @Jackthelad1947: Can coral reefs survive rapid pace of climate change? #StopAdani #savethereef #auspol #qldpol @TheCairnsPost https://t…,863695 +RT @NancyEMcFadden: Next commander-in-chief picks climate change denier-in-chief to lead @EPA. We'll stand our ground. CA’s ready.…,718856 +"RT @twofacedent10: @CChristineFair I was literally shocked when he said, climate change was a Chinese propaganda. Now I understand why Socr…",556202 +"I mean, even Palestine and Israel agree that climate change needs to be addressed.",458662 +RT @sadearthclimate: @realDonaldTrump @mike_pence I cannot support you until you stop denying climate change. Protect our planet by support…,4008 +RT @Harringtonkent: You can't ride out climate change. Game Over. https://t.co/skRyf687Kj,65794 +"Cases of severe turbulence to soar thanks to climate change, say scientists - https://t.co/5YhqcVKJHo https://t.co/pxqwVBoLrf",308686 +RT @MarkLevineNYC: Trump's Tower is perfect symbol of his climate change denial: hogs more energy than 95% of comparable bldgs in NYC:…,77619 +"RT @helenmallam: Time for John Humphrys to retire? +No, that time was ten years ago. +@BBC lies to balance climate change, happy to fuel raci…",986237 +RT @MikeBloomberg: Cities are key to accelerating progress on climate change – despite any roadblocks we may face. https://t.co/hPQF6MJQ1A…,536921 +RT @kstate_geog: Physics' Neff Lecture on Sept. 12 highlights climate change understanding: https://t.co/EYDwBqVAY2,327880 +"@neontaster But in Kluwe's example, in the future climate change will kill actually self-aware, thinking human beings.",519276 +TBF to that Mike Rowe/Bill Nye comparison: Mike Rowe deals with *real* things like jobs and poop. Nye works with things like global warming.,344602 +"RT @AltStateDpt: According to @NASA, 97% of scientists agree it's 'extremely likely' humans are causing climate change. + +This is not a deba…",369696 +"@VictoriaAveyard I know that's not what this article is even about, but still. China could singlehandedly curb global warming.",183392 +RT @MotherJones: Cable news spent less than an hour covering climate change in 2016 https://t.co/47BO4go9j2 https://t.co/pxJ0UaDN2Q,21776 +RT @NatGeoPhotos: These stunning photos of Antarctic ice present visual depictions of climate change: https://t.co/P9ppiMwjMY https://t.co/…,103782 +RT @IanDunt: May with Trump. Fox with Duterte. Foreign Office on climate change. Brexit shows that desperate nations have no principles.,395442 +RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,528923 +RT @JimCaligiuri: @exxonmobil why do you fund climate change deniers?,203021 +RT @SFUnified: Students @ MLK built model houses to withstand flooding caused by climate change. Lots of project based learning on…,210803 +#NEWS GOP candidate Greg Gianforte gives GREAT answer on climate change; Dem Rob Quist… https://t.co/EkfVGMXYIL,244909 +"RT @trojan719: Why don't you fucking global warming idiots just go away,! Get a real job for a change'.",201132 +RT @NoGMOsVerified: The Carbon Underground brings down-to-earth solution to climate change #GMOs #RightToKnow #GMO /ngr https://t.co/mCZNv4…,333838 +"RT @NatGeoChannel: Watch #BeforeTheFlood right here, as @LeoDiCaprio travels the world to tackle climate change https://t.co/LkDehj3tNn htt…",242928 +RT @nhbaptiste: Most scientists call it 'scientific consensus' but this lawmaker calls it 'climate change policy preferences' https://t.co/…,549548 +RT @Carbongate: Top Russian Scientist: ‘fear a deep temperature drop — not global warming’ https://t.co/zqgkOQfYZg via @PSI_Intl,971087 +RT @MarcusWRhodes: Butterfly conservationist who informed climate change policy gets OBE https://t.co/sKUfch35Rw,198173 +RT @eci_ttip: .@EP_Environment #CETA goes in the opposite direction of our commitments to limit global warming below a temperatur…,507787 +"RT @timesofindia: India, China already showing strong leadership to combat climate change: UN environment chief…",744350 +"RT @ddale8: Accurate but rare NYT language here: headline describes Trump's EPA pick as a climate change 'denialist,' not a 'sk… ",989276 +"RT @SenSanders: On virtually every major issue — raising the minimum wage, climate change, pay equity for women — we are the majority",464956 +RT @FrankBruni: 'Scientists' won't sway Trump. I direct you to climate change. I direct you to vaccines. https://t.co/kiiEyN4E4A,825104 +"As Trump heads to Washington, global warming nears tipping point https://t.co/SrhZF1buvq via @markets https://t.co/59ys5Ayekw",893902 +"We must combat climate change. Indigenous ppl are protesting for our earth, our water. Yet this happens: https://t.co/EUDmjbgbkx",790917 +RT @DeanBaker13: More evidence of that Chinese hoax on global warming https://t.co/Ek1LXTliaQ,939067 +"RT @thehill: Trump budget eliminates dozens of EPA programs, climate change research: https://t.co/qS1fC0SCbA https://t.co/tunHyhyPIZ",44875 +The fight against climate change: 4 cities leading the way in the Trump era https://t.co/4PwGkymGHe v. @guardian https://t.co/xWPC84scZD,725908 +RT @theblaze: Watch: It takes Tucker Carlson just 90 seconds to completely destroy liberal hypocrisy on climate change…,162327 +"RT @KamalaHarris: I stand with @JerryBrownGov in saying that California will not back down on climate change. +https://t.co/xP8Y6eSmyx",857432 +RT @SethMacFarlane: HRC proposes installing half a billion solar panels by the end of her first term. Trump thinks climate change is a hoax…,512973 +RT @PsyPost: Study: Moral foundations predict willingness to take action to avert climate change https://t.co/qiwmBoSIeq,665155 +RT @MrEvanMcCann: 2017: People don't believe in global warming but they still trust a fucking groundhog to predict the weather.,481258 +RT @Independent: Emergency campaign launched to convince Trump climate change is real https://t.co/obbXYhFxNS,101492 +RT @IsabelleJenkins: Is climate change the next emerging risk for #banks? PwC’s Jon Williams on this key topic https://t.co/SqEfkZkvKV,282384 +RT @Stevenwhirsch99: Obama can take a 747 plane to rally for Hillary and then ask us (tax-payers) to support 'climate change'. Hypocrite mu…,563804 +RT @afreedma: Rick Perry sounds so reasonable while calling for a climate change 'debate.' Too bad it's BS https://t.co/0tbEeBKu3g https://…,380930 +Bill Gates warns against denying climate change. #climatefacts https://t.co/3uJ2r1QHOQ via @USATODAY,63274 +Donald Trump’s Mar-a-Lago Florida estate to be submerged by rising sea levels due to climate change via /r/worldne… https://t.co/ceJuDNubje,796774 +RT @jiatolentino: What if there was a climate change fundraiser compilation album called It's a Hot One that was just 13 artists covering '…,642040 +China to Trump: Wise men don’t sneer at climate change https://t.co/dNZMpXBCi2,500526 +"RT @CowsEatGrassBlg: Climate change and global warming is a clever way to distract from what is truly happening...global poisoning. +#scienc…",671048 +RT @GeoffGrant1: National Parks are perfect places to talk about climate change. Here's why https://t.co/HJZ8njSJRz https://t.co/QinEAgNcGb,486218 +RT @robreiner: Ed. Sec. against public ed. HHS sec. opposed to Medicare. Labor sec. against min. wage. EPA head a climate change denier. DT…,511422 +@Tearanged maybe he'll make the climate change easier lol ���� https://t.co/2grVo3Wg5e,165759 +"@JonahNRO No but seriously, oj is getting out.... he will kill us all. This is more ominous than global warming",645301 +"RT @IssaShivji: '...just as climate change is the natural byproduct of fossil capitalism, so is fake news the byproduct of digital… ",710223 +RT @Harvard: University of Alaska scholar describes a coming crisis of displacement due to climate change https://t.co/dg4ecZy6gj,990571 +"RT @RepStevenSmith: A CNN host said we should all vote for Hillary because she believes in climate change. + +These countries make one t…",569637 +Event in #Kendal on 30th Nov 7.30pm: 'Images from a warming planet' by Ashley Cooper (talk & book launch): https://t.co/JT1aiUuap7 #Cumbria,721243 +Sweden passes climate law to become carbon neutral by 2045 | Climate Home - climate change news https://t.co/TjlxGvXM0S,548509 +fighting climate change all over the world except here in the U.S. where our President believes his a hoax created… https://t.co/fufUdtNANL,274643 +@skilling tells #AtlanticAirSummit that climate change is happening in round table with @gretamjohnsen and @DAS_Illinois.,695145 +@realDonaldTrump doesn't believe in global warming? https://t.co/AxD9Xzuz5W,255777 +RT @AnnCoulter: Everybody use aerosol this week! Maybe we can jump-start some global warming. https://t.co/fgGCv3JHH2,593154 +EPA chief: Carbon dioxide not 'primary contributor' to climate change @CNNPolitics https://t.co/4k9fxHkreu,502769 +"SHOCK: The ‘Father of global warming’, James Hansen, dials back alarm https://t.co/0qbzmWFQ59 #thedailybulletin",599372 +Those who #preach from the altar of man-made global-warming purposefully confuse natural climate change with man-made global warming.,579198 +"RT @iamtdags: Yet climate change is not a thing. Wake the fuck up, @GOP @realDonaldTrump https://t.co/Wsdmz4bQ81",174276 +"RT @pablorodas: #climatechange #p2 RT Endangered, with climate change to blame. https://t.co/1lWNWChZuL #COP21 #COP22 #climate…",952316 +"In executive order Tuesday, Trump will dramatically alter US approach to climate change: https://t.co/sI6YSpwQWz",146567 +@alexburghart There's £1bn missing! Gone as a bung to homophobes anti-abortionists and climate change deniers in ex… https://t.co/fDCE8t8bDX,519007 +Thunderstorms in February? And there are SOME people who say global warming isn't real. #how #globalwarming,497620 +"Depression, anxiety, PTSD: The mental impact of climate change - CNN [Our ancestors are from there so proly related] https://t.co/1pX8PDbKUq",83071 +RT @haroldpollack: The New York Times should not have hired climate change bullshitter Bret Stephens https://t.co/35zUSWXvev via @voxdotcom,316882 +@RedShirtOne @XCrvene @pogatch44 @dianeneve53 @nullhypothesis9 like climate change?,441233 +"RT @neymadjr: - women's rights +- lgbt rights +- planned parenthood +- black lives matter +- climate change +- education +- disabled p… ",534393 +"RT @SamSchaffer3: Today we are mourning the end of the USA, the rights of women and minorities, and any progress in climate change. #Trump…",313809 +RT @GreenEdToday: 'I believe climate change is the defining environmental issue of our time. It's hurting people around the world. It…,515011 +@realDonaldTrump @EPAScottPruitt @jiminhofe So more than half of Americans believe in global warming. So why is Tru… https://t.co/iWh9fXjluU,53376 +And investing today in mitigation & adaptation to #climate change will limit human suffering & limit risks/costs --… https://t.co/aTglwWV0pf,449332 +Alberta ice climber to go inside a glacier to measure climate change effects #climatechange #iceclimbing… https://t.co/b2suzYtYaY,358684 +"RT @SocialistVoice: Tories now have a climate change sceptic, a man who hates Europe, an NHS privatiser and a PM who hates human contact ht…",910878 +RT @realDonaldTrump: It's freezing and snowing in New York--we need global warming!,683328 +RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,632209 +"RT @renew_economy: Trump’s position on clean energy and climate change is little different to that of Tony Abbott’s, whose policies... http…",63394 +UW faculty challenge DNR climate change revisions: https://t.co/Ye7rnNXsTv https://t.co/y4BrPpER56,258494 +RT @Amplitude350Lee: This is nuts. The 'Green Party' is endorsing a man who doesn't believe in climate change. I guess they got the 'g…,17146 +I can't seem to find proof that global warming exists... https://t.co/sIIm16FPp4,113406 +March 2017 continues global warming trend https://t.co/AfxRhcZiVl https://t.co/LdQ2E4GA9l,791872 +RT @womensart1: Argentinian artist Andrea Juan's decade of Antarctica installations/performances highlighting climate change…,30382 +Just found this. An environmental cover-up to substantiate the global warming narrative? @FrankMcveety https://t.co/0FiJxfL07t,468651 +RT @joshgad: The fact that not one of our three debates raised the question of climate change is a disgrace. https://t.co/FdqCXkm34A,807521 +"RT @YaleE360: Thanks to climate change and ice melt, countries are preparing to transform the Arctic into a major shipping route.…",844696 +"RT @c40cities: Aggressive mitigation of methane across all sectors can reduce global warming, improve public health and air qualit…",37056 +"guess who trump learns science from? + +Putin says climate change not man-made https://t.co/rb8vCaMBrA",697676 +@SecretarySonny @POTUS @USDA @AsaHutchinson climate change is no joke! Good luck to all!,108031 +"RT @BalrogGameRoom: global warming? fine +trump getting elected? ok + +but not this oh god please not this https://t.co/8QDPxxeRw0",863487 +RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,550647 +RT @g_mccray: EPA head Scott Pruitt denies the basic science of climate change https://t.co/qVnxk7bwL7 via @nuzzel,872306 +RT @FSologists_AK: Subsistence hunters say access to wildlife resources greatest threat from climate change says @uafairbanks study…,368994 +"RT @goldengateblond: Hey Tanya, the effects of climate change can significantly impact terrorism. https://t.co/TOQ3yOXRX5",987129 +@nytimes Amazing and beautiful. Too bad they will be in danger of extinction due to climate change.,293586 +"Top Diy story: To slow climate change, India joins the renewable energy revolut… https://t.co/54jseciF6h, see more https://t.co/va9CZrcnbD",659119 +RT @MrBeastYT: If global warming doesn't exist then why did Club Penguin shut down?,489550 +Record-breaking climate change pushes world into ‘uncharted territory’ https://t.co/K5utnt6dJv,688476 +If you think global warming is a joke please watch Before The Flood. Unreal doc,557113 +June 7th. Its 12 degrees outside. Fn climate change is fn real people ��,458344 +"@AlexHaase2010 if global warming ever kicks in and we get some warm weather I'm taking Lacey to DQ for her cone, she love em",343594 +RT @catfuI: The new president of america is going on trial for raping a 13 year old girl and doesn't believe in climate change,423020 +"RT @frontlinepbs: In 2012, FRONTLINE took an in-depth look at the groups fighting the scientific establishment on climate change https://t.…",3462 +"Mixed signals for economic switch on climate change https://t.co/plNVePUXVh https://t.co/SvbziCCVs9 + +— ABS-CBN News (ABSCBNNews) November…",256331 +RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,182779 +RT @SincerelyTumblr: if global warming doesn't exist then why is club penguin shutting down,726997 +"RT @Blueskyemining: Meat production is a leading cause of climate change, water waste, and deforestation. #GoVegan! https://t.co/QQjXNxLk48",839310 +"RT @climatehawk1: Carbon dioxide must be removed from atmosphere 2 avoid extreme #climate change, say scientists…",366691 +RT @keywestcliff2: #Chicago #BlackonBlack murder rate soar. #Dem run cities responsible for more deaths than 'global warming' will ever cau…,793782 +RT @NewsHour: Listen to 58 years of climate change in one minute https://t.co/3yHZ7omEsT (via @KUOW and @EarthFixMedia),761451 +UCSD scientists worry Trump could suppress climate change data https://t.co/pIFHnoYPRR,529987 +"RT @patagonia: If our elected leaders fail to approach the environment & climate change as serious issues worthy of urgency & action, it wi…",880139 +RT @AshGhebranious: Truffles speaks about inter-generational theft. His climate change policy is inter-generational murder #auspol #qt,907108 +"RT @EricHolthaus: To help understand how extreme this is, even *North Korea* signed on to the Paris agreement on climate change. +https://t.…",95023 +"RT @NewsfromScience: EPA head Scott Pruitt said today that CO2 is not a major player in climate change, contrary to scientific consensus: h…",340565 +RT @Greenpeace: These @NASA photos of climate change will shock you into action. Not #alternativefacts https://t.co/7eid8iGFxO https://t.co…,313583 +RT @axios: A slimmed-down U.S delegation will attend the next round of UN climate change meetings in Germany next week. https://t.co/bUpfgd…,91110 +RT @washingtonpost: 'Al Gore offers to work with Trump on climate change. Good luck with that.' https://t.co/3w5uUhkM89,674536 +RT @MikeKellyofEM: ACT leaves most of Australia behind on climate change initiatives: report https://t.co/kZCk1Bs7vO,725981 +"@politicususa They also deny climate change, & believe pro life means stopping trespassers & bad drivers with lethal force.",791988 +@AnnastaciaMP 's strange plan to fight climate change & help protect the Great Barrier Reef. https://t.co/ZGRCPeDAP4 via @brisbanetimes,10750 +"RT @najeebabdul: This guy who is being tapped for EPA likes global warming because of warmer weather! #trump #elections2016 + +https://t.co/Q…",70886 +RT @caseyjohnston: ironic that climate change is making for great protesting weather,568043 +RT @nowthisnews: Pope Francis and Angela Merkel are teaming up to fight climate change https://t.co/wVkR7TahO0,148204 +"RT @irisakkermxn: Happy Earth Day. +Let's talk about animal agriculture being the number one cause of global warming and gaia's destr…",955877 +"I don't believe in global warming, cuz I see the opposite. It's become much colder in St.Petersburg in recent years.",710384 +I voted!!! Yes I voted for the crooked nasty evil one! Mostly because she believes global climate change is real. #imwithnasty,700357 +"Bill Gates warned against denying climate change and pushed for more innovation in clean energy,… https://t.co/iMY49pJOFt #technology",403622 +RT @gecko39: One of the most famous global warming scientists says climate change is becoming more extreme https://t.co/hwVWzMXPSK,379890 +A third of the world now faces deadly heatwaves as result of climate change https://t.co/YEp2XRSSS6,214790 +RT @KFJ_FP: It is kind of hardcore that @exxonmobil is to the left of Trump on climate change. https://t.co/ndaDgq8VfL,673915 +RT @CoolestCarib: How climate change is stripping the Caribbean of its prized coral reefs | MNN - Mother Nature Network. #CoolestCarib http…,599658 +Exxon has known about climate change since the 70s. Instead of sounding a warning it conspired to profit. #rejectREX https://t.co/LFQwfmVooY,514363 +"RT @ddlovato: #IVotedBecause I believe in equality, we need comprehensive immigration reform, I am pro-choice and global warming IS real. #…",12212 +"RT @HillaryClinton: 'If you believe in science and that we have to act on climate change, then you have to vote!' —Hillary https://t.co/jfd…",37585 +"Trump win a 'disaster' in the fight against climate change, scientists and environmentalists say https://t.co/XdQ3IGUjxN",269742 +TheEconomist: Is Exxon Mobil's carbon tax proposal a public-relations exercise or a commitment to fight climate change? …,561455 +"RT @TheRReport: In rare move, China criticizes Trump plan to exit climate change pact https://t.co/bsC1lY9Rzp",233339 +We already have died to a climate change one that has been unhealthy for eight years -at last we may even now have… https://t.co/smkCoD5Ffh,734564 +RT @7NewsQueensland: Australia has officially signed up to the global deal on climate change action agreed in Paris:…,152162 +"RT @ciarakellydoc: Definition of #covfefe ? += massive distraction from US pulling out of Paris climate change agreement",652743 +RT @pierrecannet: Vatican urges Trump to reconsider #climate change position https://t.co/xTgzrClgKi #ActOnClimate #Pope,842866 +RT @jimrossignol: Remember: climate denialism doesn't make sense *even if* you have doubts about climate change. The solutions to it…,829108 +RT @WorldfNature: How Margaret Thatcher helped protect the world from climate change - CityMetric https://t.co/znvEB7gK4Z https://t.co/LHg1…,427747 +RT @maddecent: listen to ur soundcloud? haha not until u admit climate change is real buddy,385763 +"RT @GhostPanther: Biggest loser tonight is the human race. Cause climate change is gone as an issue in Trump America. + +THIS IS A HUGE DEAL.…",867962 +"https://t.co/RfKGKDpa01 + +Working towards the 2018 elections will help us fight climate change.",584277 +RT @vinnycrack: shes thinking about global warming tell your husband https://t.co/LWWFA5aoiC,977469 +"RT @EnviroVic: Nato General warns climate change poses a global security threat — says it's not too late, but we must act now. https://t.co…",4565 +@saswyryt @AlexCKaufman @AmericnElephant @TuckerLangseth So all discoveries re climate change 'have already been ma… https://t.co/9VEmJEepQ2,596205 +RT @AfricanBrains: China to enhance cooperation with developing countries on climate change: vice https://t.co/f6R0MuNmxj #china #climatech…,106146 +"RT @Youth_Forum: We need to do all in our power to tackle climate change, before it is too late! Young people deserve a future!'…",194447 +Russian President Vladimir Putin says climate change good for economy https://t.co/dLS2sVmTOR,935981 +RT @StopTheseThings: Australia's energy crisis is all self-inflicted and largely down to the scaremongering waged by global warming... http…,382689 +"RT @NMNH: Arctic coralline algae, like the 900+yr old specimen in #ObjectsofWonder, are data mines for climate change studies. https://t.co…",877209 +RT @scifeeds: Trump’s election marks the end of any serious hope of limiting climate change to 2 degrees https://t.co/aXDzodjg5D https://t.…,951367 +RT @pnehlen: Forecast: another 8 inches of climate change with record low temperatures.,886593 +RT @SenSanders: We have a president-elect who doesn't believe in climate change. Millions of people are going to have to say: Mr. T…,413497 +"RT @Independent: Trump’s climate change stance ‘sociopathic, paranoid and malevolent’, world-leading economist says https://t.co/rM4UD9mLkZ",168716 +"RT @MikeDelMoro: Wow - the DNC nat'l press secretary's full statement on the deleted Badlands tweets about climate change: + +'Vladimir Putin…",779455 +@Philosocrat Oh I believe in climate change. I just don't believe in Delaware.,209806 +RT @theSNP: FM: 'I think we should challenge the views of anybody who challenges the science around climate change.' #FMQs,556990 +"RT @umleismary: good morning i hope u have a wonderful day, unless u believe that climate change is a hoax",55922 +The leadership void on #climate change https://t.co/C2ChfnJfp9 via @ecobusinesscom,393562 +RT @NFUtweets: Addressing climate change is essential for the future of British farming #COP22 https://t.co/nAzdxnqnoa https://t.co/pJ1RYlC…,980856 +RT @EcoInternet3: El Nino-linked cyclones to increase in Pacific with global warming -research: Reuters https://t.co/5wqyWpIOmQ #climate #e…,921808 +RT @spacetits_: When you're enjoying the warm December weather but deep down you know it's because of global warming https://t.co/Nq4ycaaMEp,463431 +"Supporting action on climate change, https://t.co/73gaXx8oac #energy",574520 +Yung seminar kanina na parang kinokonsensya ka pa kung bat ka pa nabuhay dahil nakakacontribute ka lang sa climate change 😂 tf 😂,116121 +"RT @factcheckdotorg: .@realDonaldTrump told @nytimes he had an “open mind” about climate change, but repeated false & misleading claims. ht…",43620 +Trump's other wall: is his Irish resort a sign he believes in climate change? #LBC https://t.co/3erBLWBwd1,941858 +"RT @politico: Perry calls for climate change debate, says he doesn't know Trump's stance https://t.co/XkNlZr56SE https://t.co/mlqpetsFyC",977028 +@brhodes Touché! NYT loses credibility by doing this. There is no scientific doubt​ that climate change is happenin… https://t.co/uLWu0ZI7aX,127189 +RT @wef: Best of Davos: How can we avoid a climate change catastrophe? Al Gore and Davos leaders respond…,997627 +RT @newscientist: People prepare to fight their governments on climate change https://t.co/YlweEG7QVD https://t.co/8kdzTRxl6d,146296 +RT @TomvanderLee: A good read: ‘Moore’s law’ for carbon would defeat global warming https://t.co/7t9EfUoWtb,68755 +RT @SethMacFarlane: HRC proposes installing half a billion solar panels by the end of her first term. Trump thinks climate change is a hoax…,969351 +RT @kyrasedgwick: Devastated that the one binding agreement to combat inevitable climate change has been defanged by our new president @rea…,666496 +"@sanvai kind of already is, climate change and pollution and species going extinct, We were given paradise and are blowing it (up) pun",742828 +"RT @climateprogress: Scientists know storms are caused by climate change. They just need to tell everyone else. +https://t.co/1aiiP2VGrd htt…",594821 +"RT @AssaadRazzouk: In the new new world, China lectures the United States about climate change and the importance of cooperation betwe…",248163 +Rethink 'carbon' to make CO2 work for climate change solutions https://t.co/sqjFzN2Vee,212783 +@SenFeinstein Fake news. Climate cooling-60s-80s;climate warming 90s to present; now climate change- it is always c… https://t.co/IoquEYZb92,530408 +RT @LeoHickman: British scientists face a ‘huge hit’ if the US cuts climate change research - quotes @piersforster @SABatterman etc https:/…,271077 +RT @MattMcGorry: Important article on need 2 not make #NoDAPL JUST about climate change thus erasing the struggle for Native rights…,29116 +RT @AlexCKaufman: President Trump is pulling out of the Paris Agreement the day Exxon shareholders vote on stronger climate change policies…,97327 +RT @SethMacFarlane: HRC proposes installing half a billion solar panels by the end of her first term. Trump thinks climate change is a hoax…,103934 +There's no proof humans are causing global warming | Whidbey ... - Whidbey News https://t.co/KRaCosCmmS,5281 +Hey @realDonaldTrump tell hurricane Harvey that global warming is a hoax,966764 +RT @AstroKatie: Governments of several world powers are failing us on climate change. We need to act without them if we want any hope for t…,833394 +Al Gore says that Trump’s daughter Ivanka is very committed to climate change policy that makes sense….... https://t.co/iZsEkvw8JR,769034 +90% of scientists studying climate change were paid to falsify their results - still confused https://t.co/LVTkTCDGNt,427885 +@DanRather the game's up. You've been bribed for YEARS to push BS global warming so that the globalists can RAPE us with a huge carbon tax,101015 +"G20 Summit: Counter-terrorism, climate change may hog agenda https://t.co/NtnBvtNSfa",135053 +"Tillerson: Exxon spent billions DENYING climate change, dealt w/ dictators, NO diplomatic experience. @SenRubioPress",445073 +The good thing about @realDonaldTrump is that his policies will lead to a dignified mass suicide via climate change,594718 +"RT @SteveKoehler22: If by global warming you mean the world +starting to warm up to Donald Trump.... + +then NO ....there is no global warmin…",485337 +I pray to the day that America rely on scientist and meteorologist more than animals on whether or not climate change is true.,652031 +Legend @simoncbradshaw -#COP22 climate change talks making progress despite Donald Trump's shadow https://t.co/QfQMko1gn5 via @RAPacificBeat,295823 +RT @ClimateActionWR: Gender equality associated with climate change was a big topic at #COP22: https://t.co/NletbKnED5 [@momentum_unfccc] #…,898107 +"RT @frodofied: We believe that Labor Unions are good for America and we actually know, not believe, that climate change is real. We believe…",621822 +RT @FT: Martin Wolf: That the US presidential campaign has unfolded without a focus on climate change is astounding https://t.co/wlPX49VQrT,593768 +"Or will you revert2 your FORMER beliefs n global warming,abortion& that stupid wall? AttentionWhore genuflecting2 T… https://t.co/ZgGKtkSiVY",724899 +"RT @polNewsNetwork1: Thanks to Trump, NASA's new budget will avoid wasting money on climate change, and focus almost entirely on space a… ",87739 +"@elonmusk 'Am convinced global warming is manmade so I'm leaving Paris in my jet, leaving a huge carbon footprint,… https://t.co/2j63f3qGNb",830073 +RT @BernieSanders: #ImVotingBecause the future of the planet is at stake. Hillary Clinton will combat climate change. Donald Trump thinks i…,142961 +"RT @Conservative_VW: Finally a Real SCIENTIST��‼ + +There has been no global warming in the last 17 years despite increases in CO2 concentr…",61106 +Video: Conservative can lead on climate change. Why is @FoxNews in the way? https://t.co/sXGKep5NYx,221043 +RT @KazmierskiR: I don't know if we can stand all this global warming. 🙄 https://t.co/omB1Q2a2oL,696913 +Not necessarily stupid. Might need to get used to eating bugs as ravages of climate change mount. https://t.co/EUB4B2gIOm,295268 +@ginaaa climate change is real people!,753928 +RT @nowthisisliving: I was busy thinkin bout ... how @realDonaldTrump doesn't believe in global warming and half my friends homes are flood…,649950 +RT @climatehawk1: EPA Nominee Pruitt downplays #climate change threat to oceans | @jackcushmanjr @InsideClimate…,238297 +RT @kwilli1046: Guy who founded the weather channel and says global warming is a complete hoax based on faked data https://t.co/ilxCj4MT9y,265204 +Sir Andy Haines: Tracking effects of climate change on public health: Earlier this month the… https://t.co/FCqI6LuKym | @HuffingtonPost,19559 +RT @bulleribio: I will continue to teach the science of evolution and climate change in a public school that serves students of all stripes…,305511 +RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,992050 +RT @sorola: Let's fight global warming together. Crank your air conditioner & open your home's windows for 1 hour. Together we can make a d…,346418 +RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,82564 +RT @HeatherMorrisTV: I've been behind climate change for almost ten years feeling like an outsider. It's nice to… https://t.co/ZNREizOGEG,212312 +RT @document_news: “Before the Floodâ€: Leo DiCaprio’s climate change doc gets record 60 million views. #BeforeTheFlood #climatechange https…,150821 +RT @CozyAtoZ: 'How we know that climate change is happening—and that humans are causing it' https://t.co/0DkakDqnP8 #science #feedly,680282 +Enjoy this weather now because we're all about to burn in hell with global warming.' 😂,711087 +"RT @BernieSanders: The stakes are enormously high. Literally, in terms of climate change, the future of the planet is at stake. https://t.c…",883893 +"RT @AnjaHuffstutler: I just found out someone I followed is a climate change denier. And apparently a Trump supporter. + +See, trans people…",360801 +"RT @jilevin: Minutes after Trump becomes president, White House website deletes all mention of climate change… ",578270 +"For 12 years, plants bought us extra time on climate change https://t.co/iWSLpOhx1A https://t.co/mDcJUcdfNI",788765 +RT @intlspectator: UNITED STATES: Trump is consulting on how to withdraw the US from the Paris climate change deal,684593 +RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,177297 +"RT @SenSanders: On virtually every major issue — raising the minimum wage, climate change, pay equity for women — we are the majority",658714 +"RT @MindOfMrCallum: I hope that, after refuting climate change, Trump refutes the 'Theory' of gravity and floats the fuck away. #ElectionNi…",946725 +"RT @meganamram: 'whoever denied it, supplied it' also works with climate change",935871 +RT @cookespring: @BragginRightz @realDonaldTrump There is no global warming there are scientists who can prove it,453781 +RT @NatGeo: Are we too late to fight climate change? https://t.co/797Rx2UXQA #YearsProject https://t.co/LV2Fy0uuge,370318 +Go into my crew's discord and they're talking global warming shit,702503 +RT @DiscoverMag: Traditional cycles of planting and harvesting are being thrown off as climate change upsets weather patterns:…,278400 +RT @sustyvibes: Sustainable Development and climate change are two sides of the same coin - Ban Ki moon #SustyQuotes,944133 +RT @IziThaBoss: We need to become aware of climate change!!! https://t.co/wqWEoY8ma0,647470 +"Trumps policy's on climate change, if we make it that far, is what's for sure going to kill us.",475065 +RT @ClimateReality: Gallup poll (March 2016): More Americans than ever are taking climate change seriously https://t.co/uVIRF9Ob9w #Climat…,592615 +RT @Telegraph: Brian Cox hits out at BBC for inviting climate change denier on Radio 4 https://t.co/CZydMa2Lvq,579070 +RT @DocGoodwell: Beef production to drop under climate change targets – EU Commission https://t.co/slVXObaTdW,134505 +"RT @meljomur: So @alexmassie this is who the English support, while Scots support an FM who is signing climate change agreements…",642708 +RT @climatehawk1: 'Virtually certain' mountain glaciers' retreat due to #climate change https://t.co/smpTdkcXbn #globalwarming…,167603 +"RT @patagonia: If our elected leaders fail to approach the environment & climate change as serious issues worthy of urgency & action, it wi…",555272 +RT @sam_sicilipadi: thread! giving indigenous communities their land rights back is proven to improve damage created by climate change…,743195 +"me to my parents: 'wanna know what sucks? you guys are gonna die of old age. i'm gonna die from global warming' +'who cares' +UH, ME. I CARE!",959807 +RT @RedHotSquirrel: £274million spent ‘to fight global warming’ but the Government has no idea where the money actually went. https://t.co/…,217024 +RT @SenatorDurbin: More evidence that we cannot surrender in the fight against climate change like @POTUS wants us to. https://t.co/ss1CuXd…,443267 +RT @plus_socialgood: Next in the #EarthToMarrakech digital surge: @Climatelinks hosts a chat on climate change innovations in 3 key develop…,397017 +If next summer ends up being a month-long heat wave I'm pissing on global warming naysayers.,596814 +"March for Science rallies take aim at climate change skepticism, proposed budget cuts https://t.co/S8LdDFKc7i via the @FoxNews Android app",533952 +RT @_richardblack: Some climate change advice from Lord Farage... https://t.co/4YEiTozX66,800696 +RT @RogueEPAstaff: @Alt_Mars @CBSNews The Trump admin's Red/Blue panels on climate change put lipstick on the pig.,112363 +RT @mj_bloomfield: Here's a nice little learning tool for those teaching the politics of climate change https://t.co/qUW4YcRJQ7,988128 +A from @katewdempsey: Continuing to be a big voice on climate change in every way is really important. #UMMitchellSem,759592 +"RT @asamjulian: 15 more dead because of climate change. Oh wait, nope, it's Islamic terrorism again. https://t.co/2plj8xPqrD",684206 +RT @pablorodas: EnvDefenseFund: Why is Pres Trump attacking climate change efforts that the EPA has been working on for decades? https://t.…,159362 +".@aliterative asks if maybe our worries are displaced, because climate change is going to destroy the world anyway.… https://t.co/3WUHMxoHQv",246328 +RT @MiaFarrow: Trump's EPA chief says carbon diodlxide doesn't contribute to climate change. See EPA website…,304396 +RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,54264 +RT @rcklr: .@autodesk leads in using generative design to tackle climate change challenges https://t.co/Ut3dbd9v6e via…,908329 +"#ClimateChange #CC Polar vortex shifting due to climate change, extending winter, study ... https://t.co/7UhFTFzXDQ #UniteBlue #Tcot :-(",849716 +"What has she been doing to 'fight' climate change up until now? No, she doesn't get kudos & her father isn't gettin… https://t.co/FPeKwnuznR",424570 +RT @tan123: Climate scam momentum update: 'Cambridge clashes with own academics over climate change' https://t.co/aGeDy6C3IR,133226 +RT @MarshallBBurke: 'This … follows from the basic laws of physics’: Scientists rebuke Scott Pruitt on climate change https://t.co/xJ26IPp8…,624182 +"it appalling. unless climate change is abated, power prices won't matter https://t.co/WbvkoocjZ9",847038 +"RT @NatGeoChannel: Watch #BeforeTheFlood right here, as @LeoDiCaprio travels the world to tackle climate change https://t.co/LkDehj3tNn htt…",534999 +How do you 'not believe' in climate change like... it's happening,514432 +RT @SethMacFarlane: HRC proposes installing half a billion solar panels by the end of her first term. Trump thinks climate change is a hoax…,489534 +"RT @usnews: The Trump administration is denying climate change, but cities and states are fighting back. https://t.co/Uw7gOe3T8g via @usnew…",417355 +RT @markwindows: White House declares 'global warming' funding is ‘a waste of your money’ https://t.co/vj4nVfvqfM via @ClimateDepot,714692 +EPA chief: Carbon dioxide not 'primary contributor' to climate change - https://t.co/RpwS7jHK72 https://t.co/xni2uPAxrO,250868 +I just joined @NatGeoChannel @21CF in combating climate change. Take action #BeforeTheFlood https://t.co/wTCTJoOdgB,192977 +RT @notoriousalex: i am digging this global warming stuff,645212 +"#selfhelp,#survival,#tools Effects of climate change, fourth water revolution is upon us now… https://t.co/wnpBPXEko8",903171 +"RT @realDonaldTrump: It's freezing outside, where the hell is 'global warming'??",214224 +A 200-yr-old climate calamity can help understand today’s global warming https://t.co/1CnV57E95u,332795 +"RT @kimmelman: Hope you will read and share this piece about Mexico City, the first in a series on climate change and cities: https://t.co/…",230188 +RT @MikeBloomberg: We're writing this book because it’s time for a new type of conversation about climate change.…,957788 +RT @NewsfromScience: The Trump administration appears to have walked back plans to scrub climate change references from @EPA's website: htt…,102140 +When you're going to school to fix climate change and to be a climatologist and the future president doesn't think climate change is real,574414 +"Retweeted Geoff Manaugh (@bldgblog): + +Nostalgia for the win. Skepticism about climate change drops when it’s... https://t.co/W229BOMedM",471592 +RT @thehill: Sanders tears into EPA head for saying CO2 isn't a 'primary contributor' to climate change https://t.co/T4689dXKFD https://t.c…,782767 +How is climate change influencing migration? @NatGeo #APHG #APES #EdChat #SciChat https://t.co/D2bDi8QBHV https://t.co/0Nd3L2ozxn,151657 +"RT @CatalyticRxn: Term 'global warming' was more controversial, among conservatives than 'climate change'. Liberals didn't care. #sciwri16",324578 +"RT @BTSbornfirst: Vote @BTS_twt for the #BTSBBMAs Top Social Artist award + +rt to end global warming + +Today We Fight https://t.co/ipYoCS3bcg",999173 +RT @theblaze: ‘Bombshell’ climate-change study could totally dismantle the claim humans are causing global warming…,741669 +RT @BernieSanders: 'The concept of global warming was created by and for the Chinese in order to make U.S. manufacturing non-competiti…,934059 +"RT @mmfa: In short, the media's climate change coverage is a disaster of historical proportions. https://t.co/etot6d9WC2",219327 +"@Vickie627 @JuneSaidF @five15design wasnt that the democrats points in the election? Fear trump! Fear global warming, now hate all who",640084 +RT @philstockworld: I just published “Why we need to act on climate change now” https://t.co/Ruo4UKRefl,865195 +"Here's hoping we can eliminate global warming. Our planet is dying, and it needs our help",577052 +RT @stairfish: If trump doesn't want to do anything against global warming i fuckin hope he drowns first. Incompetent piece of orange,507163 +"RT @usnews: The Trump administration is denying climate change, but cities and states are fighting back. https://t.co/G2nVN3qtU5 via @usnew…",408984 +RT @NRDC: Urge Trump not to threaten our wildlife and wild places or reverse our progress in fighting climate change:…,639773 +RT @MotherJones: Cable news spent less than an hour covering climate change in 2016 https://t.co/47BO4go9j2 https://t.co/z76XcNHNCM,479385 +"RT @EmilyFicker: I wrote about the visible effects of climate change for @MHSNewspaper_, check it out! https://t.co/GmdJq3k7Nz https://t.co…",169503 +Are we really to cool to fight global warming?' https://t.co/8rTDtlBLsn,110462 +RT @AJEnglish: On @AJEarthrise: How are the world's two biggest carbon dioxide emitters [China & the US] tackling climate change?…,251179 +"RT @HillaryPix: Trump Just Told The Truth, And It’s Terrifying: A plan to cut $100 billion in federal climate change spending. +https://t.co…",969955 +"RT @NYTScience: As global warming heats up the Arctic, algae production is way up, and scientists don't know what that will mean https://t.…",933588 +RT @aviandelights: Canberra posts hottest summer ever for max temperature. Maximum summer temps already influenced by climate change https:…,365700 +RT @BAJItweet: African migration expected to rise due to accelerated climate change - UNEP https://t.co/LSGUmmyg2e @africanews,267452 +RT @SmithsonianMag: Peaches are more frequently being grown in cold-weather climates as climate change affects the viability of crops. http…,797195 +RT @DragonflyJonez: Kendrick gonna fool all y'all. He just gonna drop a 18 min track on a jazz beat beboping about climate change tomorrow.,280489 +"RT @petefrt: Dems Are OUT OF TOUCH with People's Concerns, Say 67% Voters + +Obsessed with bathrooms and global warming + +#tcot…",149414 +why is illegal immigration talked about more than global warming :a,942202 +RT @vxktuuris: will you still claim that global warming isn't real when there's food shortages?,603517 +RT @MarkRuffalo: This is how bad things could get if Trump denies the reality of climate change - The Washington Post https://t.co/D0ZwSx5v…,326443 +@GeorgeTakei Don't worry about climate change...here's a secret. It's a hoax to tax us according to our carbon footprint. It's complete BS!,292224 +Moroccan vault protects seeds from climate change and war https://t.co/ILmYeP1432,521526 +Investing to make our cities more resilient to disasters & climate change https://t.co/QonQ1XQOZM @WBG_Cities #ResilientCities #Disasters,960021 +"RT @feeIingmyoats: right wingers: there are only two genders. it's biology. you cant argue with science + +right wingers: climate change is a…",806425 +"6. Modi has acted decisively on climate change, ratified Paris agreement; Trump has said that climate change is a Chinese hoax.",231162 +@seanhannity Embrace truth do you? then call out Trump about climate change and the affects of polluting our drinking water. if not you lie,568815 +The controversy surrounding Bret Stephens' article on climate change reveals just how hypocritical the left can be: https://t.co/qaUn7TOQWU,966665 +RT @T_S_P_O_O_K_Y: @beardoweird0 @20committee I actually have a degree in Environmental Studies - and yes - man made climate change is a ho…,360405 +RT @ClimateCentral: Here's how climate change could flood cities (and states) as the world warms https://t.co/snfRq1je8A #BeforeTheFlood ht…,495872 +"|| Trump taps climate change skeptic Scott Pruitt to Head EPA + +https://t.co/DrL9t1Z03K via @ShipsandPorts",320667 +RT @jeffdrosenberg: . @SenSanders tears into Trump’s 'disaster' of a climate change order ➡️ by @lee_moran https://t.co/5ZShbOCewa via @Huf…,66860 +RT @AFP: ExxonMobil knowingly misled the public for decades about the danger climate change poses to a warming world: study…,581466 +"Want to hear nonsense and propaganda about climate change? Ask Scott Pruitt. + +Want to know the *actual science*? As… https://t.co/FAIYV4f6sw",248539 +BBC News - EPA chief doubts carbon dioxide's role in global warming https://t.co/m5Scm2ZEmt,108857 +"RT @DanNerdCubed: Those interests being racism, sexism, misogyny, wall building, climate change denying... https://t.co/vw9c3Gn43x",644838 +Trump administration suspends plan to delete climate change material: https://t.co/67uXkzIFCY,474280 +RT @lumenaequitas: @JoshNoneYaBiz I hate when global warming runs people over.,787055 +https://t.co/akXkaHTZhM Monday’s eclipse be a call to action on climate change: https://t.co/OOxS4Egcg1,277933 +"@realDonaldTrump Please Don't be stupid with climate change, it's as real as you getting elected is.",273967 +Bitl team is workshopping ways to combat climate change w VR #ideasmadetomatter https://t.co/1Anj6H6fVJ,556307 +Are there even any plausible arguments against climate change???,807648 +I intend to cook longhorn cow as I consider climate change.,51870 +"No, climate change is real; been happening for 4.5 billion years. Giving $ to bureaucrats to stem the inevitable is… https://t.co/cm529HDdNM",94877 +"RT @climatehawk1: Refreshing honesty: ‘Stop lying to the people’ on #climate change, Schwarzenegger tells Republicans…",116574 +RT @JuddLegum: Trump just gutted U.S. policies to fight climate change https://t.co/4CD890aX7N https://t.co/YxIaIKezQR,399562 +RT @JustSommerRay: not letting global warming stop us https://t.co/QgAXS34aVZ,730487 +RT @Brinkbaeumer: #MSC2017 Antonio #Guterres calls climate change and population growth the two main global problems. @VP Pence did not men…,951265 +"RT @EricHolthaus: Holy wow. Remember those kids suing Obama & big oil over climate change? +They just *won*. +Read this: +https://t.co/HnZBICG…",926505 +RT @kates_sobae: climate change is honestly so rude,170438 +"RT @mattmfm: Democrats: climate change is important +Republicans: nope it's a hoax +NYT: there go Democrats again touting boring centrist pol…",372720 +RT @Labmate_online: The effect of climate change on the food chain is huge ðŸ¼ https://t.co/S0O81gdj3w #animals #biodiversity #species https:…,591257 +"Record-breaking climate change pushes world into ‘uncharted territory’ + +https://t.co/Z1yVvcOEnV + +#climatechange #environment #oceans",165101 +RT @ajplus: President Macron is inviting U.S. scientists to France to help fight climate change. https://t.co/DHY2mgCIp5,152577 +RT @BernieSanders: #ImVotingBecause the future of the planet is at stake. Hillary Clinton will combat climate change. Donald Trump thinks i…,288444 +RT @CBSNews: 'Bring it on': Students sue Trump administration over climate change https://t.co/JPIUzp0hM8 https://t.co/PFeDZXEQMC,57552 +is not correlated to NIMBYs are state legislation climate change their aesthetic by the USDA revive,643771 +Passes House 236 to178. Among grants denounced many of the example studies concerned climate change #ScienceMarch https://t.co/WkANDjsVj5,958204 +RT @luthorszjm: Kara's heat vision is the root cause of global warming. Everything is melting.,320134 +@MarkCCrowley Immelt is picking up where Trump dropped the ball on climate change https://t.co/YmvrvyEx22,210202 +RT @bondngo: What are the facts about climate change and what can ordinary citizens do about it? @andynortondev @IIED https://t.co/eHl7tE8X…,120685 +"RT @grisanik: As I predicted climate change is accelerating : +https://t.co/kLptvFdp9l",326563 +"RT @DavidKirklandJr: Scott Pruitt is right. The sun is the main driver of 'climate change.' + +You don't have to be a scientist to know this…",265061 +"RT @DanMalloyCT: In the absence of leadership from the White House in addressing climate change, it is incumbent upon the states to…",764221 +RT @drewphilips_: Y'all wanna know what's weird? How global warming is real and is like a really big problem skskdldk,177961 +Ocean Sciences Article of the Day - How will New York cope with climate change? (Yale Climate Connections) https://t.co/newn8DbAy2,106628 +"RT @IntelOperator: 'There's an even broader danger to leaving the military to address the threats from climate change.' + +https://t.co/pG6VV…",282903 +@_Makada_ So you believe in that science but not global warming? #Rightwinglogic,981255 +RT @_richardblack: I cannot believe anyone still uses “climate change is bollocks because it was cold todayâ€. Especially in the @FT…,697050 +RT @WorldfNature: This is what climate change looks like - CNN https://t.co/3mR7sG9KIU https://t.co/1Gro5nv8Jg,699241 +"TANUJ GARG: With all the man-induced climate change, I hope something remains of #Antarctica by the time I visi... https://t.co/YD7G397qYP",646970 +"RT @ntinatzouvala: Bernie on the sovereign rights of Native Americans, clean water, climate change. #NoDAPL https://t.co/GyOzMhz2CP",695251 +RT @AnotherDawg: @CaptialBusLoan @ImmoralReport @DarHuddleston Today's global threat is NOT 'global warming'! It is SOROS & son #crookedcli…,832086 +BBC News - Most wood energy schemes are a 'disaster' for climate change https://t.co/5y4u0p8Thh,152329 +The truth' is that climate change is real. Pruitt is a dangerous oil-and-gas shill who doesn't believe in basic sc… https://t.co/fpVXULCNTe,561889 +"How can we escape the quagmire of [#climate change] denial? … just talk about it.' — @alicebell + +[Also @KHayhoe's… https://t.co/T7AETEU3Zc",590212 +RT @pinoshade: @JackPosobiec All these 'smoking guns' are going to ramp up global warming.,914020 +"RT @sallykohn: Oy, for all those in my feed saying weather and climate change aren't related: https://t.co/Bl16HZIlvu",675260 +"RT @tomandlorenzo: Well, now we know that 'covfefe' is Russian for I don't give a damn about climate change.",307271 +@davidsonmark650 @stltoday Why don't you believe in climate change? Maybe that's the question I shoulda asked to begin with,738307 +"Late Pleistocene-Holocene vegetation and climate change in the Middle Kalahari, Lake Ngami, Botswana +https://t.co/cAvWNIgbXE @scott_louis",670025 +RT @lisa_kleissner: To deny climate change is to deny all who are impacted. #Philanthropy and #impinv want to empower a different outc…,140016 +Global 'March for Science' protests call for action on climate change https://t.co/KeNTKi5Tqa https://t.co/ABhiQYXpM6,973171 +@DiMurphyMN Um ... it's climate change and the North Pole is a f'd up as the rest of the world. #EndOfDays,732909 +RT @UN: 12 #globalgoals are directly linked to climate change. The #ParisAgreement is crucial to achieve them.…,153191 +RT @realDonaldTrump: The global warming we should be worried about is the global warming caused by NUCLEAR WEAPONS in the hands of crazy or…,716583 +@EPP @ArielBrunner Isn't climate change just a scam to make the poor pay more taxes?,422296 +RT @SenSanders: We have a president-elect who doesn't believe in climate change. Millions of people are going to have to say: Mr. T…,293089 +RT @jayrosen_nyu: Bloomberg is starting a site wholly devoted to climate change and the economics of. https://t.co/iYIn3fzq9J It won't both…,134300 +EPA: Scott Pruitt’s office deluged with angry callers after he questions the science of global warming https://t.co/aVS3sm1kSy #ScottPruitt,892921 +"RT @khushi_Verma666: #MegaTreePlantationDrive ji GURU JI, only YOUR efferts will save us from global warming, love YOU",465699 +RT @ejgertz: Can a promising-& troubled-technology for fighting global warming survive Donald Trump? https://t.co/S6tZNZwzja via @nytimes…,609512 +RT @nytimes: Obama spoke in Italy about how climate change was imperiling food production around the world https://t.co/z9IAwj7Quv,580483 +New head of @EPA rejects scientific consensus on human activity's link to climate change: https://t.co/AMwR62PAEM… https://t.co/HvHReUkVa4,176298 +RT @mishacollins: Good point! @realdonaldtrump IS the candidate who might end global warming by bringing us nuclear winter. DON'T BE…,884073 +RT @ATF_udeyyy: Nah global warming is real life shit,172648 +"From Trump and his new team, mixed signals on climate change https://t.co/ocwnCnZWym https://t.co/vvdhSOtts5",395722 +Siberian Snow Theory Points to an Early and Cold Winter in U.S. https://t.co/IvaCFa19Wy via @business So much for global warming!,351392 +RT @SenatorWong: Climate change affects all nations and tackling climate change is a shared challenge that can only succeed if we al…,721553 +"if you ever want to see global warming in action come to NC, we go from 80° to hailstorms faster than trump can say china",681784 +RT @wattsupwiththat: Let the wailing begin: ‘Moral values influence level of climate change action’ https://t.co/0sV7TaJD8v https://t.co/iY…,385663 +"I was hoping global warming was real and I could bore youngsters by talking about snow in England, sledging etc https://t.co/hVNbVwNai4",844602 +RT @KamalaHarris: The goal of the Paris Agreement is simple: reduce fossil fuel use in order to address climate change. Abandoning it = aba…,888673 +"RT @Liza76N: I’m cool but global warming made me hot.. + +MARVOREE DreamTeamGoals",976202 +"RT @PolitiFact: Yes, Donald Trump once said China invented climate change https://t.co/xkMM5PgrMp https://t.co/uo72PCD2PN",846688 +Company directors to face penalties for ignoring #climate change #auspol https://t.co/0I572OeAXg via @Jackthelad1947,954728 +"RT @hemantmehta: Don't worry, everyone. When President Trump does nothing about climate change, Florida will be the first to go.",618950 +starting to dig this whole global warming thing,762599 +RT @NatGeoChannel: One of the easiest ways to help combat climate change in your daily life is to stop eating beef. Here's why:…,539961 +"RT @GreenpeaceEAsia: More than 137 million people in India, Bangladesh and China are at risk from climate change-triggered flooding https:…",550361 +RT @KKelseyBITCHH_: Polar bears for global warming https://t.co/8JsbiG0TfP,407571 +A brilliant sci-fi thriller imagines how the massive floods of climate change could transform Earth… https://t.co/0vRbw4W5Lt,656096 +RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,378318 +"Science is ok for Lefties to use when it comes to climate change but not ok regarding gender. + +#SituationalScience https://t.co/24jqQn9D69",967793 +RT @SethMacFarlane: HRC proposes installing half a billion solar panels by the end of her first term. Trump thinks climate change is a hoax…,75392 +"Wow, watch the documentary 'Chasing Coral' on Netflix, it's beautiful, sad, and so informative! We need to address climate change now!",177800 +RT @AnimalsAus: .@BillNye the Science Guy re: combating global warming by eating kindly ������ #GlobalWarming #EatKind https://t.co/A7VfLg7aqZ,408225 +RT @MythiliSk: My latest: @g7 blames US for failure to issue joint statement on #climate change https://t.co/qp01WVoSgo,680118 +RT @Jeff_McE: @PhilipRucker @MSignorile I'm sure Tillerson is hiding more than his 'alias' while emailing about climate change. #WhatsHeHid…,297379 +"RT @PolitJunkieM: @tata9064 @BackwardNC @danhomick @JaneTarney +Lamebrain Skarvala is a far-right climate change doubter Unbelievable! http…",527068 +RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,434966 +Did Donald Trump just kill the Paris climate change deal? https://t.co/h37d71qFdt via @ABCNews,900632 +"Alternative technological solutions for climate change' about to kick off #ClimateChange #PuanConference +#PuanConference",130158 +"Guy on Baggage thinks climate change is a conspiracy +Guy: Why is it so cold?? +Other guy: you’re a dumbass :l + +marry the other guy come on",341406 +RT @LisaClaire9090: Stunning photos of climate change https://t.co/NFP6dDR5yP via @cbsnews,522679 +"RT ReutersWorld: In a rare move, China has criticized Trump's plan to exit the Paris Agreement on climate change:… https://t.co/fLUE2KPnPH",483207 +RT @capitalweather: The whole 'it snowed so global warming is fake' line is getting old. Ppl who deny climate change is real need to genera…,221942 +"Pope Francis appears in ‘climate change’ movie featuring Obama, Clinton, Leonardo DiCaprio https://t.co/5CzqVt7r7d",587012 +I added a video to a @YouTube playlist https://t.co/925Kp7Ga7u OBAMA DESTROYS Republicans on climate change,441095 +Wil Weaton celebrates @sunlorrie's recent schooling on climate change. https://t.co/RQSSueACrs,536195 +RT @SamGrittner: .@BadlandsNPS was just forced to delete all their tweets stating facts about climate change. Here's one that you ca…,43396 +RT @ajplus: Which candidate is going to take climate change seriously?ðŸŒ https://t.co/jDL1NTenQ5,991333 +"Yes, but climate change does make me money. Climate denial make me make me money. https://t.co/fsdHRN7jwu",542338 +RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,966161 +“Indus people knew how to deal with climate change” -- Cameron Petrie https://t.co/pWsOm9bdjw,209660 +"RT @Myth_Busterz: When illiterate and #JaahilPMModi spoke to students on climate change... irony died a thousand deaths + +https://t.co/81JDf…",653577 +"@NBCPolitics @mitchellreports by climate change, are you talking about the extremist man made alarmist position or… https://t.co/NDAlX4Pt3W",357971 +"2016's 'exceptional' weather proves that climate change is real, say scientists https://t.co/7J0ECzfA0P",407024 +RT @PetraAu: Company directors can be held legally liable for ignoring the risks from climate change https://t.co/ArYEhCswiI,94220 +RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,638817 +RT @TheDailyShow: .@neiltyson on why climate change denial is a threat to democracy. https://t.co/Q8yVDAy848 https://t.co/arwB8OiSa8,194215 +RT @ComedyCentral: Leonardo DiCaprio met with Trump yesterday to be ignored about climate change.,856259 +RT @glazerboohoohoo: if you don't know a ton about the paris agreement or how dangerous trump is to slowing climate change this will help h…,614917 +"RT @LastWeekTonight: If you don’t believe man-made global warming is a a silly issue, give to the Natural Resources Defense Council (https:…",621121 +You and your friends will die of old age while my generation will die from climate change',278551 +RT @JuddLegum: She probably shouldn't have campaigned for a guy who thinks climate change is a hoax invented by the Chinese then https://t.…,106543 +RT @thehill: Sierra Club calls for investigation of EPA head over climate change comments https://t.co/ScRbItLACq https://t.co/T3N6vKXAGL,637263 +RT @sciencetargets: Can business save the world from climate change?https://t.co/2e7bHF9doP By @BiancaNogrady #WeAreStillIn @CDP…,868154 +RT @Independent: Climate change denier who says no one can explain global warming gets completely schooled by someone explaining it https:/…,928749 +"RT @GuardianUS: From 2015: Exxon knew of climate change in 1981, email says – but it funded deniers for 27 more years… ",311979 +"RT @TomiLahren: Folks, the Alt Left. Ignores radical Islam. Blames global warming for terror. Special kind of blissful ignorance. https://t…",299209 +"Some ppl need to get their head out, we caused climate change, we are the only way to fix it https://t.co/DRVIXDtLt4",838786 +"RT @pharris830: Ask yourself why can't we see the WH visitor logs, why are they deleting climate change data, why are LGBT exempt from 2020…",740050 +#socialmedia Trump really doesn't want to face these 21 kids on climate change https://t.co/jTj2wY7dkO,618306 +RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,125116 +@IntelOperator It's a good thing climate change is a hoax made up by the Chinese otherwise we'd be in big trouble.,943217 +"If you choose not to believe in global warming, I choose to believe the guy wearing the Affliction shirt at the party won't start a fight.",556335 +RT @chuck_gopal: This is when you know this climate change shit is real. https://t.co/BmqVA10VE5,522328 +"RT @tan123: Room full of microbiologists polled: 'How many of U believe climate change is world's #1 threat?' + +No one raised hi…",708449 +"RT @keithboykin: Contradicting @NASA and @NOAA, @EPA administrator Scott Pruitt denies CO2 is primary contributor to climate change. https:…",76467 +RT @Independent: Government 'tried to bury' its own alarming report on climate change https://t.co/rHNgbZzXK8,713495 +"RT @SimonMaloy: just watch, the response to/excuse for this will be that the EPA is already politicized because it pushes a climate change…",317157 +Trump proclaims climate change a hoax as if that will alter the truth. Unfortunately we will all pay the price for his stubborn ignorance!,874864 +Trump team memo on climate change alarms Energy Department staff https://t.co/KptSePmt7Q,769447 +RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,723661 +RT @HeckPhilly: But climate change and society's view of death will have to change one day if we want to advance our descendants.,169776 +"RT @SteveSGoddard: - @NASA has tripled global warming since the year 2000, during a time when satellites show no temperature increase.…",341817 +"RT @JuddLegum: 4. As scientific evidence of climate change has mounted, Stephens position has remained the same…",279315 +Rep. Lamar Smith took a quick break from healthcare negotiations to tell us climate change isn't real… https://t.co/1sPPFKjT6i,56671 +My hubs is watching @TuckerCarlson make a fool out of @BillNye The Science Guy on FoxNews. TC is tearing BN apart RE: climate change. 😁😁😂😂,586033 +"Ian Gough (@LSEnews): climate change and inter generation justice: needs should trump want, now & in the future.… https://t.co/OLvGkNFRAY",424489 +"If you still think global warming is real, time for 'waky waky...' https://t.co/Lm0pIyR5J2",670559 +RT @BernieSanders: #ImVotingBecause the future of the planet is at stake. Hillary Clinton will combat climate change. Donald Trump thinks i…,813882 +RT @guardian: Why we’re all everyday climate change deniers | Alice Bell https://t.co/BD9RDcSRgL,743424 +RT @Chris_arnade: NY Times readers care deeply about climate change & their carbon footprint https://t.co/H3mOgGqQMs,998561 +"@SenatorMRoberts Global warming is real. I know the other liberal nonsense has no scientific basis, but global warming does.",35843 +RT @NinjaEconomics: China tells Trump climate change isn't a hoax it invented https://t.co/uzyfIAURZ1,148459 +"RT @shanmutweets: Very good, impactful doc from @LeoDiCaprio got to take big steps for a positive climate change #climatechange https://t.…",141814 +RT @NoNo2GOP: Analysis | EPA chief’s climate change denial is easily refuted by the EPA’s website https://t.co/VXba5mHfAL https://t.co/N0Sn…,899926 +"@ProtectthePope @EWTNGB But at least, the French government doesn't deny climate change, or else they would have to deal with @pontifex",66867 +"RT @PRESlDENTBANNON: We must seek innovative solutions in addressing climate change, like eliminating most of the people.",249425 +But the fight against climate change.,827222 +@mashable @meljmcd We have to get through to people re: climate change. Trump is the anti-change,933298 +"RT @Manly_Chicken: I am now 100% opposed to any regulations against global warming. +Not because I don't think global warming is real,…",717876 +RT @CattHarmony: Is this why the left said climate change is 'man-made'? #Science #ClimateChangeIsReal https://t.co/lZLWBX12K2,76495 +"RT @mehdirhasan: Over past few days, the New York Times has published inhouse op-eds making the case for Marine Le Pen & for climate change…",170533 +"RT @SteveSGoddard: It has been 17 years since the UN said global warming killed us all. +https://t.co/3iPRs71C9b https://t.co/S1quSVbKn3",278 +Displacement linked to climate change is not a future hypothetical – it’s a current reality #COP22:… https://t.co/NvpC18X7Yq,614316 +@IndivisibleTeam save the EPA and continue fighting global warming?,215952 +The effects of climate change will force millions to migrate. Here's what this means for human security. -… https://t.co/h0R78f4ck4,486044 +@sphinney2020 This is wonderful! Coral has been dying because of rising ocean temperatures due to global warming. W… https://t.co/D0xvmaTUZY,565883 +"Kate Brown, other Western North American leaders reaffirm climate change fight https://t.co/UZy4TGC12N via @PDXBIZJournal",333596 +Vox This one weird trick will not convince conservatives to fight climate change Vox… https://t.co/6ufCkB3CdP #hng… https://t.co/FEjJWzvdqV,774118 +"Develped countries hv greatly​ contribted to global warming thru their asymtrical develpmnt policies, onus of corr… https://t.co/sLbScbOQPk",759320 +RT @antonioguterres: Shocked to see effects of climate change - 30% of Tajikistan's spectacular glaciers melted. There's no time to lose…,729321 +"After France, the climate change discussion moves to Morocco. https://t.co/fX9afjP6Rg",734928 +"Mexico's Maya point way to slow species loss, climate change https://t.co/XhKkp2XGub",996973 +RT @drshow: Weds: Dangerous political speech & how it can incite violence. Then: Where Clinton and Trump stand on climate change→https://t.…,263240 +RT @BernieSanders: 'The concept of global warming was created by and for the Chinese in order to make U.S. manufacturing non-competiti…,967543 +Let's take a look at how some of Washington state's reps feel about climate change: https://t.co/iYu3SndQAG https://t.co/iaCGV7vhbr,88271 +RT @ClimateChangRR: Jerry Brown promises to fight Donald Trump over climate change https://t.co/NC6FQRT9h4 https://t.co/ZuyghInkJf,51682 +RT @DineshDSouza: I call this political climate change https://t.co/pWonlMemsB,765829 +@Firegal_01 hate to burst your bubble but man made climate change ain't real and the environments doing just fine.,526501 +The man that Donald Trump wants to oversee the EPA is a denier of climate change... This world is literally fucked,538022 +So that Trump site that's going around? I genuinely and sincerely asked for him to meet with climate change experts and try to save us.,464819 +Trump has no regard for the environment. He doesn't even believe climate change is real,743385 +The Paris climate change deal has become law; an important step towards fighting climate change. https://t.co/yz0NK6xPIN,352378 +@yetiweizen @MarkRuffalo Do you understand environmentalists are -directly- responsible for climate change because… https://t.co/jxdjaPZuxk,896685 +"RT @thelpfn: 1ï¸⃣day left to join the @ConservationOrg Thunderclap against climate change on Twitter, Tumblr, FB. Join us!…",344913 +Chinese & EU officials have been working to agree a joint statement on climate change & clean energy #EUChinaSummit https://t.co/gQiHAkNm3B,103328 +RT @RollingStone: Revenge of the Climate Scientists: Leaked report highlights facts about climate change in the Trump era https://t.co/jY0L…,317955 +"RT @amritabhinder: Germany Bans Meat At Official Functions + +Animal agriculture leading cause of climate change, environment degradation htt…",323535 +RT @ketchup1d: Goodnight everyone except for people that think that climate change isn't real,884118 +What can China do to counter Trump's move to axe US climate change efforts? - See more at: https://t.co/9V4ZL0YgpB,907600 +"Despotism, neoliberalism and climate change: Morocco's catastrophic convergence https://t.co/mWPQgzpKAp via @MiddleEastEye",319388 +"@jawabdeyh true,but the media is also important in drumming up support and highlighting impacts of climate change and the need to plan trees",94543 +"��@CNN: all we can say is Russian, Russia, Russia I say @CNN is why Russia made global warming",906238 +"RT @Marek96308039: @jansims471 For some days, Obama is in Milan and is propagandizing climate change. He does not realize that climate…",166594 +RT @USATODAY: Elon Musk: I'm out of Trump council if Paris climate change deal dies https://t.co/9FCmlPp0di https://t.co/N5QfMdrC2U,498008 +@UNEP climate change.,20718 +@introvertedHue After spending 8 and a half hours outside today I fully support global warming,137232 +How is Al Gore still a thing? If you predict the earth will end in 2012 bc of climate change and instead nothing changes at all ur done.,576299 +#ICYMI: Prof. Paul Rogers examines the disruptions caused by climate change and conflicts in the world https://t.co/KfTScqGHwt,213588 +RT @TaigaCompany: TV coverage of climate fell 66 percent during a record-setting year for global warming - https://t.co/WGD6SVDiFO,745401 +"@seth_gal nobody cares about that stuff anymore, it's sad, global warming is inevitable so literally who the fuck cares about it",490678 +"RT @scottsantens: Yes, we have tornadoes here now in New Orleans. But climate change totally doesn't exist. It's just that freak even… ",407623 +"RT @MacleansMag: Would the pipeline and climate change debates been different under Jim Prentice? According to his book, maybe not: https:/…",57607 +RT @trutherbotred: They push climate change down your throat so you don't think about the massive pesticide and plastic pollution that's go…,874698 +The changes humanity needs to adapt to climate change would cost <0.1% of global GDP #ClimateFacts @ConservationOrg https://t.co/kwxoJdrWvt,708834 +RT @ZeroGenmu: This is why global warming is never being solved https://t.co/GjPALiENIX,698181 +@ClimateOfGavin @ScottAdamsSays @StalinsBoots @hausfath I'm happy Scott talked about climate change. Helped me find Gavin's blog,789444 +RT @Newsweek: Climate change 101: Trump's policies will only accelerate global warming | Opinion https://t.co/Q0eNxY2Xcj https://t.co/25fvL…,846358 +@TuckerCarlson i thought that 100% of climate change scientists believed in climate change.,726457 +RT @WorldfNature: Scientists seek holy grail of climate change in Oman's hills - ABC News https://t.co/ejhvxHEnro https://t.co/5Pu4pGYIa2,721486 +RT @SethMacFarlane: HRC proposes installing half a billion solar panels by the end of her first term. Trump thinks climate change is a hoax…,85593 +RT @CNNPolitics: The EPA chief says carbon dioxide is not the 'primary contributor' to climate change https://t.co/baokrLe2gc https://t.co/…,612031 +RT @TeslaMotors: Rising temperatures put millions at risk as climate change hotspot @third_pole (world's 3rd-largest store of ice) is melti…,338459 +Art Basel 2017: Hypnotic underwater procession tackles climate change https://t.co/AgQTTzmosW,11187 +RT @realDonaldTrump: The concept of global warming was created by and for the Chinese in order to make U.S. manufacturing non-competitive.,64779 +@Boejarnewall global warming is real. Guys I'm super cereal.,257851 +RT @NRDC: Morocco is leading by example in fighting climate change w/ a 52% green energy target by 2020. https://t.co/1CsgdWMS9B via @guard…,222681 +Trump to roll back use of climate change in policy reviews: source https://t.co/KKunLugyF1 https://t.co/X3M00onQHB,85769 +EPA chief: Carbon dioxide not 'primary contributor' to climate change https://t.co/MAPyu62eLU https://t.co/i7cnomsoSs,491695 +"RT @TimothyAWise: Would industry lie to you? +DDT +tobacco +lead +asbestos +radiation +PCBs +DES +benzene +Bisphenol A +CO2/climate change +glyp…",69652 +RT @CNN: Indian PM Modi had said it would be a “morally criminal act” for the world not to do its part on climate change…,978637 +RT @RAlNYBOY: me thinking how this warm weather is bc of global warming but my seasonal depression is gone early https://t.co/M8qaT6JY5P,194315 +Donald Trump doesn't believe in climate change — here are 16 irrefutable signs it's real… https://t.co/i2TYNoHfkU,842272 +RT @sydneythememe: 屄 climate change for desert 屄,566358 +TONIGHT! Turn out the lights and #TurnUpTheDark! Get loud about climate change for #EarthHour's 10th anniversary!... https://t.co/Y0EaVHLQtc,836624 +RT @NextGenClimate: Three things business can do to fight climate change under a Trump administration: https://t.co/bjECCkT4Lw @HarvardBiz,896889 +RT @WHLive: “We’ve promoted clean energy and we’ve lead the global fight against climate change.â€ —@POTUS on the progress we've made to #Ac…,928128 +90 #megacities in the C40 need to raise $375B by 2020 to follow through on commitment to tackle climate change. https://t.co/pclfk4CrpE,32619 +"@zarahs He probably thinks of fires the same way he does global warming & weather. Things just burn sometimes, always have. 😳",4454 +the President of the United States of America thinks climate change is a joke and wants to build a 3000km wall,300730 +RT @NewYorker: Scott Pruitt denies the scientific consensus on global warming and disputes the E.P.A.’s authority to act on it:…,462746 +Google just notched a big victory in the fight against climate change - The Verge https://t.co/xaMSDZjg6c,18230 +RT @guardian: Fiji PM invites Trump to meet cyclone victims in climate change appeal – video https://t.co/ORWjy7XgXR,762818 +RT @anastasiakeeley: Our EPA director went on Breitbart radio and denied that climate change has any relationship to Harvey. https://t.co/p…,786587 +RT @TIME: Gov. Brown vows to fight Trump on climate change: 'California will launch its own damn satellite' https://t.co/qvklrPf6jK,709164 +@marshall5912 @KyleKulinski So many ppl okay with the fact our now president doesn't care about climate change & possibly thinks its a hoax.,310079 +"RT @FT: At $65m, this is the most expensive condo in Miami Beach — but could climate change affect its value?… ",300903 +"RT @IET_online: How does climate change affect 7,000-year-old mummies? 😮 Envirotech Online https://t.co/YsW1EROPq5 #mummy #mummies https://…",311755 +"RT @Seasaver: All seven species of sea turtle are on the @IUCNRedList. Overfishing, climate change, habitat destruction & polluti…",52324 +@CharlyKirby @Seasaver Bellamys published only 1 climate change article edited by climate skeptic Sonja Boehmer-Chr… https://t.co/Yt8hGp4M4E,756349 +"RT @colettebrowne: Today, Obama donated $500m to a climate change fund and commuted Chelsea Manning's sentence. +Trump was sued by a woman h…",360063 +RT @girlposts: if global warming isn't real why did club penguin shut down,679442 +"RT @ProtectWinters: .@realDonaldTrump, the US military thinks climate change is an imminent threat. Listen to them. #100Days #KeepParis htt…",121576 +Teens suing U.S. over climate change ask for Exxon's 'Wayne Tracker' emails https://t.co/VfWphr5oWh via @Reuters,491908 +#NowReading: Gender and intersecting inequalities in climate change studies https://t.co/a2qf2INyrD @Esther_Fahari https://t.co/tjKWSoeGMU,660702 +The Liberal Party's 30 years of tussles over climate change policy .. https://t.co/oAbGoTQsKU #energy,728978 +Curbing climate change has a dollar value — here’s how and why we measure it' https://t.co/VU8VhFJarX,849682 +"RT @ChrisJZullo: #StepsToReverseClimateChange stop electing climate change deniers. We must tackle this problem as a global community, not…",548683 +"RT @davidsirota: Photo background: apocalyptic climate change + +Photo foreground: humanity nonchalantly continuing to burn fossil fue…",277746 +"RT @BradReason: In rare move, China criticizes Trump plan to exit climate change pact https://t.co/vSvaVgeR7R via @Reuters",912506 +March 2017 continues global warming trend https://t.co/nJoPCltBs0 https://t.co/TYZJsYZzxf,261231 +"RT @BadAstronomer: As much of the US freezes, here’s a #tbt reminder that yes, this bitter cold is a sign of global warming.… ",481398 +Cutting cow farts to combat climate change: https://t.co/Ggk6A0xtwa - BBC News - Home #Latest,529619 +RT @iansomerhalder: Speaking of climate change-TONIGHT Is another killer episode of @YEARSofLIVING ! 10/9c on @NatGeoChannel https://t.co/T…,864134 +"Finally, someone backbone: Energy Dept. rejects Trump's request to name climate change workers, who remain worried https://t.co/qiJvfhLmkR",764226 +RT @NeilGreenMidWor: More modelling linking global warming to the extreme weathers we are already facing. https://t.co/TvxTGqUDFf,257799 +Your mcm thinks climate change isn't real and argues about it on Facebook articles about the damage of climate change.,366010 +#Indigenous knowledge key to climate change https://t.co/26dkNcFeQK via @newscomauHQ #climate,578643 +RT @HenryMcr: Great to hear @climategeorge talk about communicating climate change to people not like ourselves @mcrmuseum…,857669 +"RT @nxthompson: To slow calamitous global warming, we may need to bring lab-grown wooly mammoths back to Siberia. https://t.co/livR6FuJ4I",478994 +"RT @XHNews: A top Chinese envoy says China will continue its objectives, policies and measures in combating climate change.…",673788 +"RT @NatGeoChannel: Watch #BeforeTheFlood right here, as @LeoDiCaprio travels the world to tackle climate change https://t.co/LkDehj3tNn htt…",836471 +"The National Park employee who tweeted climate change data, in defiance of Pres. Trump will probably get fired, but… https://t.co/97rNOUA986",5195 +Naomi Klein: the hypocrisy behind the big business climate change battle https://t.co/AEqHRfjeZq,744071 +Yeah you're all dancing and drinking beer while global warming is happening,819993 +RT @ajplus: U.S. Secretary of State Rex Tillerson used an email alias to send and receive info related to climate change while…,105033 +"RT @KatyTurNBC: Trump says he will cancel Billions of dollars to the UN for global warming. 'By the way, no one knows what happens to that…",577219 +RT @mitchellvii: I have discovered the cause of global warming (and cooling)! It's that giant ball of burning fusion in the sky. #WhoKnew?,451731 +"Brace yourself for a bitterly cold winter, as climate change shifts the polar vortex https://t.co/TKrnPz6LIx https://t.co/setORHsbeK",839701 +Hopes of mild climate change dashed by new research https://t.co/mL6ZAVPZPc,873740 +"And yet there are those who say climate change isn't real, hmm https://t.co/GWQf3GdmxO",103273 +"You were the ice berg, and now I'm global warming bitch.",829729 +Acting on climate change is Africa’s opportunity https://t.co/lHySj0Ey6l #itstimetochange join @ZEROCO2_,687709 +"RT @Reuters: In a rare move, China has criticized Trump's plan to exit the Paris Agreement on climate change:…",975580 +@CoachTimSalem Give global warming a few more years,992939 +"RT @ClimateCentral: America “can’t walk out when the heat is on” over climate change, U.K. says https://t.co/ssmelJkfAI via @Newsweek https…",755969 +"RT @rehaanahhh: it was 60° yesterday and now its snowing, but tammy said global warming is a hoax so we have to believe her!!! #snowflake",425274 +Bigger beaches for us yas bitch yas global warming https://t.co/HBXaFEOKCr,449925 +RT @ninaland: Thought of the day: anti-porn feminists are the flat-earthers of the intellectual world (along w/climate change deniers). @Th…,673834 +"A global health guardian: climate change, air pollution, and antimicrobial resistance - ReliefWeb https://t.co/XhU1OJyyXo",242524 +Clinton: I believe in science. I believe that climate change is real. (Convention speech) https://t.co/LsjgmOe0Cu,699239 +my soulmate is probably lost somewhere in the woods fucking some cute black chick w a fat ass & im here reading on global warming. Fun,964461 +"RT @DrJillStein: Trump pretends not to believe in climate change, but he's buying a wall to protect his Ireland golf course from rising sea…",189638 +RT @commonwealthorg: Commonwealth drives strategies to put climate change into reverse https://t.co/Kp8eax4qkk,440494 +RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,286814 +RT @LisaBloom: We will be the only developed nation in the world led by a climate change denier. https://t.co/tR1DclGWEz,947754 +RT @WorldfNature: The climate change battle dividing Trump's America - The Guardian https://t.co/CTazAqStR9 https://t.co/xDO6SyKMKg,611158 +"RT @Spam4Trump: Trump will go down in history claiming that climate change doesn't exist, while meanwhile the great barrier reef and the Ea…",930418 +"RT @ratpatr0l: Niggas asked me what my inspiration was, I told 'em global warming, you feel me? https://t.co/2U8qrsUNiL",881582 +RT @Slate: The kids suing the government over climate change are our best hope now: https://t.co/AAecrGraLG https://t.co/aX4A6r7KtT,321503 +RT @JammieWF: Must be climate change. https://t.co/hHW9rdYv6k,978268 +RT @latimes: You can now figure out how much you're contributing to climate change https://t.co/UVvBJk9VBL https://t.co/3IAx9ISczr,90863 +RT @insideclimate: Leading scientists quickly denounced @EPA head Scott Pruitt's comments questioning CO2 as key climate change driver http…,461856 +"According to the U.S. Committee on Science, Space, and Technology, scientists have fabricated global warming. + +https://t.co/34OI8Qhp68",159752 +"@realMSTD @IBM @PathwaysInTech if you believe n climate change,no one will stop you from sending them a check or ditiching your car.",893413 +RT @henkovink: NATO urges global fight against climate change as Trump mulls Paris accord https://t.co/PrQhO3ET9V via @Reuters,97582 +"@jjmcc33 this is a story about weather on the east coast and mid west, not about climate change. you can help yourself by reading the story.",70433 +"RT @ziyatong: I find it interesting that a lot of people who don't believe in climate change, believe that Noah built an arc because of cli…",54251 +RT @highlyanne: Teachers: did you get climate change denying propaganda from Heartland Inst? NSTA will trade it for a science ebook! https:…,202195 +RT @HuffPostPol: GOP plots to clip NASA's wings as it defiantly tweets urgent climate change updates https://t.co/M910vXQ3FX https://t.co/s…,410018 +EPA faked biosludge safety data just like it faked global warming temperature data … Shocking truths unveiled in… https://t.co/P1qdsFagr6,505784 +RT @DanNerdCubed: Trump's put a climate change denier in charge of the EPA? https://t.co/iKRrbXRS4f,273223 +RT @lifeaseva: Taking shorter showers and buying reusable bottles won't stop global warming. It's the main result of our agriculture demand…,886247 +"RT @ESAFrontiers: Key drivers of coral reef change—fishing, water quality & climate change—must all stay within safe boundaries…",938271 +"During its earliest time, a scientist over 80 y/o was well aware of the climate changes we face today + +https://t.co/gdqroLmZdK",943867 +#Growthhacking #Startups #PPC #ideas #solution #idea The best solution to eliminate the climate change is in: https://t.co/nAzqrCc1M0,131809 +"RT @lakotalaw: “Our ancestors and our spiritual leaders have been talking about climate change for a long time.” + +Support... https://t.co/j…",617622 +"RT @QuantumAdvisory: When it comes to climate change, are pension actuaries like the frog...? https://t.co/4e8urFZ6CR https://t.co/mViVBjnI…",377222 +we literally skipped winter again in my state thx global warming,477261 +RT @SenSanders: We have a president-elect who doesn't believe in climate change. Millions of people are going to have to say: Mr. T…,640045 +RT @nowthisnews: Bernie Sanders wants to talk about climate change and income inequality – not 2020 aspirations https://t.co/rASODRTr3T,965900 +RT @jessalarna: when ur enjoying the peng weather but deep down you know it's cause of global warming and we're all gonna die soon https://…,19444 +"@nickkerr1961 @guardian He's got a lot more stains like racism, bigotry, climate change denial, misogyny. .....",359565 +RT @ClimateCentral: Donald Trump could scrap the Obama administration’s plans to combat climate change once he takes office…,608805 +"RT @alisonjardine: Beginning a new landscape, based on my Telluride series. + +Concerned about a climate change denier running the EPA?…",232495 +"Trudeau to raise residential school apology, climate change with Pope Francis https://t.co/l8gtHS87Zt #CTVNews #CTV #News",123701 +I recall Obama tried to have dissent outlawed on climate change. https://t.co/6a7MVw0NjC,817217 +"RT @LTorcello: If scientists don't talk about climate change, while actual impacts are being felt, the public will always treat it…",635161 +But according to #Trump there is no climate change nor problem whatsoever ... #keepdreaming #houstonflood https://t.co/c80fTpxial,247020 +"RT @SFBaykeeper: A new study shows a link between climate change and SF Bay oyster die-offs +https://t.co/XTlBLVp8PO",617451 +More intense and more frequent extreme weather is a consequence of climate change we’re experiencing right now.'… https://t.co/DAdtOeCTGE,938781 +RT @FAOclimate: #Climatechange goes far beyond global warming & its consequences. Learn more about #UNFAO's #climateaction via…,30759 +RT @Slate: Trump will be the only world leader to deny climate change. https://t.co/thTQM5qEy6 https://t.co/0WvubdXUqu,705452 +"RT @SreenivasanJain: Trump's top picks so far: a WWE promoter, a climate change denialist and a guy nicknamed 'Mad Dog'. And then there's T…",349996 +@NPR No question on climate change? Nobody wants to risk his or job on this question?,119394 +Pakistan ratifies Paris agreement to combat climate change https://t.co/DepwfbxmSk,896443 +UN climate change agency reacts cautiously to Trump plan https://t.co/U2i72kAS7x,719233 +Donald Trump believes that climate change is a myth invented by the Chinese — how does that level of stupidity even breathe unassisted?,607289 +"RT @enriqaye: im tryna SMASH +S- save the bees +M- maintain a healthy lifestyle +A- address climate change +S- support environmental reforms +H-…",303795 +RT @nvisser: I'm in Marrakech at #COP22 -- what big questions do you have about climate change/the environment? Email me: nick.visser@huffi…,123568 +RT @GoogleForEdu: Happy #WorldEnvironmentDay! Let's ensure we celebrate every year by teaching about climate change…,287032 +RT @WayneDupreeShow: Pelosi: Border Wall Will Leave Children Hungry �� How much money did they spend on climate change again?…,914400 +...and then he spouts anti-climate change nonsense and alludes to pro-Trump Birtherism. Then claims almost all clubhouse is pro-Trump. GTFO.,24611 +RT @voxdotcom: A Trump adviser wants to scale back NASA’s ability to study climate change https://t.co/XLdutJfevB,441152 +RT @KimHenke1: Call @EPAScottPruitt 202-564-4700 and express concerns about his stance on CO2 emissions & climate change. He is gambling wi…,100465 +How does climate change affect British gardens? https://t.co/iNkXl5lEkP,257636 +RT @WRIClimate: @CNBC He should have a look at a few irrefutable facts on climate change science that says otherwise: https://t.co/caMZaq9r…,587932 +RT @markarodrig: @MaureenShilaly @ChooseToBFree He's too worried about climate change,323729 +"RT @toph_bbq: Trump picked a climate change denialist, who has sued the EPA, to head the EPA. + +https://t.co/w39W4YVOy0",50830 +RT @NYTScience: Americans overwhelmingly believe global warming is happening. Far fewer think it will affect them personally.…,599546 +RT @CNN: No snow where there should be. Bleached anemones. Cracks in the ice. This is what climate change looks like:…,552116 +RT @backdoordrafts: Gov. Jerry Brown warns Trump that California won't back down on climate change - LA Times https://t.co/NCvDBSAWvn,878865 +"@BLKROCKET @YahooNews So what? What we do? Few people will seed that planet when we ruin this one. And, we'll climate change that one.",494211 +RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,803869 +"RT @altUSEPA: The EPA's climate change web page shall remain in place for now. At least until it can go away more quietly. +https://t.co/TAZ…",882581 +"RT @ben_thurley: “The Coalition Government has abandoned all pretence of taking global warming seriously.” +#climatechange… ",535734 +Pacific leaders to turn up heat on climate change - Seychelles News Agency https://t.co/dbZIqeGj2W,995446 +"A turistattraction needs to collapse before the reality of climate change is taken seriously.. + +https://t.co/Bn4wXnwbpA",318172 +Washington Post - Trump's pick for Interior secretary can't seem to make up his mind about climate change https://t.co/Q3wXPo9wpB,51166 +"RT @coverboyomie: Warm today, snow tomorrow and niggas still denying climate change",801017 +73 degrees on November 1st.. But global warming isn't real right?,447285 +RT @EricHolthaus: The researchers found the amount of global warming might be higher than previously thought once CO2 levels double (prob b…,735991 +RT @MadamClinton: To the world: A man who doesn't believe in climate change is now president of one of the biggest polluters. This will aff…,100505 +RT @unfoundation: We know that gender must be considered in all climate change mitigation efforts from now on.-@jeannettewocan #EarthToMarr…,72085 +Trump's favorite techie thinks there should be 'more open debate' on global warming https://t.co/9J2WqyMbal,844827 +"RT @AmyMek: Let's blame it on Russia today, tomorrow fake news, next up global warming! This is getting really old! YOU LOST! GROW UP!�� #C…",204185 +Trump signs executive order blocking Obama-era action against climate change. We'll see how well fossil fuel profits stop the rising seas.,135358 +"RT @NickRiccardi: Finnish president on threat of climate change: 'If we lose the Arctic, we lose the globe.'",265254 +"France, where “climate change” causes Islamic terrorism https://t.co/ssPWBm186o",426503 +RT @HarvardChanSPH: In a recent episode of our podcast Lise van Susteren discussed links between climate change and mental health…,226392 +"RT @Resistance_Feed: The Energy Department climate office bans the use of the phrase ‘climate change’ . + +Trump is trying to rewrite scienti…",829793 +@RyanMaue r u saying as argument for climate change these stats don't hold water?,822833 +RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,613321 +RT @dailykos: Maine state rep's new bill forbids discrimination ... against climate change deniers https://t.co/2Jgmt3bDUU,789678 +RT @NAUGHTONTish: Donald Trump isn’t scrapping climate change laws to help the 'working man'. https://t.co/yE57ADLh7l,167452 +RT @Sick_Sage: Unnecessarily contributing to traffic and global warming. Smfh irresponsible. https://t.co/9A81TI8Pb6,134392 +"RT sacau_media: Time for a farmers’ convention on climate change +https://t.co/39LZ3BsZOz https://t.co/SRoxSg7tj5",761645 +RT @UNEP_CEP: We need to improve the data and gather and consolidate information on global warming to prepare for the future - models need…,265477 +RT @LarryT1940: We're in an interglacial period between ice ages. It's not global warming. This has been happening for eons.…,456308 +@jddickson @AnitaDWhite is maxine waters stupidity caused by global warming too ?,928781 +"RT @RealAlexJones: The latest globalist witch hunt is on as NYT declared incoming EPA head, Scott Pruitt, a “climate change denialist.” +htt…",488311 +RT @ClimateCentral: This is who is leading the world (and who is faltering) on climate change action in one map https://t.co/Cs2qXsnELQ htt…,637257 +@MotherJones whhhuuuut? An Oil man denying CO2 contributes to climate change?? Surely not.,398134 +Palau: on the frontline of climate change in the South Pacific https://t.co/R35GcXAWjZ,291255 +RT @deaddilf69: The iceberg wouldn't be there bc of global warming you dumbass Bitch https://t.co/8Jx4MRhe0s,636686 +RT @NatGeo: The rise in sea levels is linked to three primary factors—all induced by ongoing global climate change. Take a look: https://t.…,691251 +RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,717856 +RT @ryanstrug: I swear every single 'climate change' video I find has comments disabled. `The debate is over because we'd lose if we had on…,921344 +RT @tinynietzsche: be the climate change you want to see in the world,16525 +"RT @Holbornlolz: Next up + +#G20Hamburg + +Something to do with climate change apparently + +https://t.co/7Sp2rogQRx",738565 +RT @almightylonlon: It's mid November & im outside ... at the park ... with just a tshirt on ... in Chicago this is global warming at its f…,114799 +so much for global warming,64363 +RT @manahelthabet: To those who don't believe in global warming. Giant iceberg splits from Antarctic https://t.co/A5dozkdiOu,349755 +"RT @_CarlosHoy: To keep global warming under 1.5C, we need to accelerate #ParisAgreement implementation &amp; increase our ambition. - ed",709627 +"RT @MarkRuffalo: Because they know climate change is a hoax they started to make things very sad and unfair! Tremendously, very sad… ",896596 +The BBC has been weak on its coverage of climate change via /r/climate https://t.co/5za2XXbuYW #rejectcapitalism #… https://t.co/jJHUOn1reb,126674 +RT @jmsexton_: NY Attorney General uncovers email alias used by Rex Tillerson to discuss climate change at Exxon | DailyKos…,20322 +"RT @JaredWyand: Steve Bannon means bye bye to the climate change scheme we're spending $22,000,000,000 a year on for 'research' + +https://t.…",344127 +RT @romeogadungan: Semua orang sepertinya harus nonton Before The Flood di Youtube. Dokumenter National Geographic tentang climate change.…,380343 +America’s youth are suing the government over climate change https://t.co/KALEtrWL8W by #WeNeedHillary via @c0nvey,431495 +RT @AndySpenceYheke: The effects of climate change are escalating. What next? Monsoon season in NZ EVERY year in the summer? https://t.co…,666836 +"RT @JooBilly: The problem w/that is climate change is now a matter of national defense--nowhere is that more true than Houston. + +#Harvey",979256 +RT @veroniqueweill: .@AXA is committed to & investing in reducing global warming @JL_LaurentJosi @AXAUKCEO @AXAChiefEcon @AOC1978 @AXAIM ht…,522596 +"MarketWatch: Trump EPA chief Pruitt rejects link between carbon dioxide and climate change https://t.co/fhkJ1eNDam + +Trump EPA chief Pruitt…",922437 +Al Gore offers to work with Trump on climate change. https://t.co/nVsUonKdar,936407 +"reason for global warming and lack of rain +And solution + +https://t.co/FGStSvRgnL + +Please watch this",177547 +"RT @nybooks: Like tobacco companies denying that smoking causes cancer, Exxon spent decades hiding the truth about climate change https://t…",854940 +RT @jelle_simons: Leader of the 'free' world on climate change: https://t.co/ARNZ9x0mPG,219086 +"RT @sleepingdingo: .@mikebairdMP Actually, I think the land clearing laws are worse. Direct impact on global warming! Please reverse t… ",285478 +"RT @AssaadRazzouk: In the new new world, China lectures the United States about climate change and the importance of cooperation betwe…",376394 +RT @insideclimate: Gov. Jerry Brown warns Trump that California won't back down on climate change https://t.co/CO0p9PU3Fd,278668 +nuclear war so that don't have to worry about climate change. https://t.co/XiyIkDApYv,803944 +"Is Charles Koch a climate change denier? Charles Koch would say you’re asking the wrong question. + +“Obviously, if... https://t.co/HHOOmWLieN",919590 +RT @GuyKawasaki: Everything we need to know about the effects of climate change in one terrifying graph. https://t.co/rKAJZYEt4I,671551 +"RT @PopnMatters: Stabilising population helps solve poverty, climate change, biodiversity loss, resource depletion, hunger, the list…",944137 +@tiniebeany climate change is an interesting hustle as it was global warming but the planet stopped warming for 15 yes while the suv boom,794925 +"RT @Dory: Me: *Enjoying Life* +My brain: you're broke, a nuclear war could start soon, and global warming is getting worst https://t.co/aNfZ…",756835 +RT @NewYorker: A lot of the confusion about climate change can be traced to people’s understanding of the role of theory in science https:/…,485914 +RT @SenSanders: If we don't address climate change there'll be more conflict over limited resources. We must listen to scientists not fossi…,60176 +"Why President Trump will be awful for clean energy, climate change fight via @FortuneMagazine https://t.co/anegB7P6pl",45335 +"RT @RepAdamSchiff: We believe in dreamers, climate change and healthcare for all. We build futures, not walls. We are Californians. We are…",155423 +"RT @markitgirlz: With Trump as president, China—China!—will be the world’s biggest champion of fighting climate change https://t.co/shkOROo…",777221 +RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,302729 +@realDonaldTrump Ur going to compound climate change with ur anti environmental stance. New $$ making endeavor gas… https://t.co/xxvlHunfP8,270476 +"Hanson visits reef to dispute climate change. + Senator Pauline Hanson has slippe...https://t.co/YL8R2uRnin",564907 +"RT @SamJamesVelde: It's 90 degrees in early November in Los Angeles, but you know ....according to Trump global warming and climate change…",868071 +If you don't think freedom of speech is under attack ask yourself why the EPA has a gag order and can't discuss climate change.,511137 +be hate inchworm thymes global warming maroon mcchicken is marina,765166 +@realDonaldTrump NASA provides proof of climate change. I'm sure you could talk to them yourself. Please do that. https://t.co/wBGyncL5dP,686589 +"RT @TheAuthorGuy: Hmmm, climate change witch hunts? And still 32 days 'til inauguration. +https://t.co/EIOlsb20YH",179460 +Government facing legal action over failure to fight climate change - The Independent https://t.co/bvcRS6sY6Z,979548 +No @VaiSikahema it's not just 'summer there'...it's called global warming. This isn't normal.,161158 +"RT @JoyAnnReid: So the federal govt won't be fighting climate change for the next 4 years. They *will be fighting abortion, voting, healthc…",122086 +RT @AMZ0NE A SciFi author explains why we won't solve global warming. Read the blog. ▶https://t.co/SkfzcYglrf #amreading,242717 +RT @davidsirota: Most climate change denialism is a reflection of,820265 +RT @washingtonpost: CDC’s canceled climate change conference is back on — thanks to Al Gore https://t.co/rsgScuTXxn,301262 +RT @nokia: Our followers say stopping global warming is a top priority in the future. How can technology fight climate change?…,548778 +"RT @papermagazine: The LGBT, climate change, HIV/AIDS, and disabilities pages have already been removed from the White House website… ",50847 +RT @Kathleen_Wynne: We've reached our 3 billionth recycled container! Thanks to everyone fighting climate change by keeping cans & bott…,816109 +"RT @genemarks: America’s loss is China’s gain: Trump’s stance on climate change is a gift to the Chinese +https://t.co/xHe4u4oIeb",529955 +@carolinaluperc @NCStandards global warming is some serious shit,223003 +@NYCMayor We all know climate change is real your dumbass. It's called the ebb and flow of Mother Nature. Go read a book you hack,306003 +"RT @AstroKatie: Seems much of global warming denial these days is data nihilism. Lots of 'you can't possibly know!', little substantial arg…",670436 +RT @parthstwittter: how can our snow have melted if climate change isn't real? @absltly_haram https://t.co/4Bqikjj4oK,927913 +RT @GlobalGoalsUN: One more day! The #ParisAgreement on climate change enters into force on Friday. Ban Ki-moon needs us all to take a…,797806 +RT @nowthisnews: Al Franken is the master of humiliating climate change deniers https://t.co/8yu54IPI3P,518697 +RT @SenSanders: We have a president-elect who doesn't believe in climate change. Millions of people are going to have to say: Mr. T…,320211 +RT @NYTScience: Trump has called climate change a Chinese hoax. Beijing says it is anything but. https://t.co/tPCyXdfKAC,312148 +"Do you believe that recent climate change is primarily caused by human activity? +more: https://t.co/CuNMYc00Hw https://t.co/zQUeX3QTKN",703919 +"RT @PiyushGoyalOffc: India’s clean energy share to reach 46.8% by 2021-22; will achieve committed climate change goal much earlier +https:/…",951694 +RT @NYTNational: Trump has called climate change a hoax. Now he has the chance to destroy efforts to beat it. https://t.co/i9hdsPig9Y,78201 +Six irrefutable pieces of evidence that prove climate change is real | Popular Science https://t.co/IQ8KowQQBf,178353 +RT @NathanJonRoss: 17 US states together filed a legal challenge against White House efforts to roll back climate change regulations https…,856674 +RT @ProPublica: Weather Channel attacked Breitbart News for a post last week that denied the existence of climate change. https://t.co/NY8m…,88796 +RT @SpiritualSmoker: it's absolutely disgusting how big of a problem climate change it yet nobody seems to give a fuck,763171 +RT @richardbranson: 8 ways you can make a difference to climate change: https://t.co/vVz3HupO4l #readbyrichard https://t.co/5Zi4VXbbij,961797 +RT @tan123: 'Senior Nasa scientist [Gavin] suggests he could resign if Trump tries to skew climate change research results' https://t.co/M0…,331941 +@truth_2_pwr_ @Slate In a PBL study only 43% of meteorologists surveyed even believe in man-made climate change.,61059 +"ProudlyLiberal2: RT ChrisJZullo: Karen Handel opposes marriage equality, climate change and would outlaw abortions. Make an impact #Georgia…",228395 +"RT @Reuters: Budgets and business, climate change, oil prices and protests. Get your headlines in the Morning Briefing:…",906839 +RT @usachemo: @ActinideAge @tder2012 More proof that climate change has a religious aspect that sometimes overshadows the scientific part.,796076 +"thefirsttrillionaire Red, rural America acts on climate change – without calling it climate change… https://t.co/Zpe8DTW3RB",550181 +RT @umSoWutDntCare: @MrJamesonNeat @PatrickMurphyFL Florida you need Dems in office to get things done with climate change! #VoteBlueNoMatt…,584668 +RT @billmckibben: Mildly Disturbing Headline Dept: 'Stratosphere shrinks as record breaking temps continue due to climate change' https://t…,858574 +#BeforeTheFlood a documentary on climate change ðŸ³ðŸ¼ðŸ§https://t.co/vkSGOpO5fE https://t.co/ad7ef58YPF,397634 +@rainbowscome @billmckibben Exactly! It's address climate change or slowly kill ourselves,774584 +Angela Merkel promises to take Donald Trump to task at G20 summit over climate change via /r/worldnews https://t.co/LsBf0ghrrX,376780 +Hurricane Dineo hits SA hmmm and global warming doesnt exist according to some lmfao SA doesnt get this global warm… https://t.co/csAy0QGd5n,571842 +RT @Mensvoort: Holland before the dykes (500 AD) looks a lot like Holland after a global warming catastrophe.…,598952 +RT @EcoInternet3: California lawmakers passed a landmark #climate change bill — and environmental groups aren't h...: Business Insider http…,251053 +"I generally avoid posting politically charged material, but as a scientist I'm dismayed that many world leaders still deny global warming.",156160 +"@curticemang @JPJones1776 @CDNnow No. Chelsea has connectedness, child marriage and climate change going for her!",209792 +RT @_ajaymurthy: The last time Bill marched was to stop action on climate change. He also called Helen Clark a cow. There’s that ba…,623700 +RT @jiljilec: bees are dying out & climate change is destroying our environment yet the nigga I want has the audacity to act like…,386349 +RT @COP22_NEWS: #climatechange: To deal with climate change we need a new financial system #p2 https://t.co/XUbIM5wvej https://t.co/n44pUJ6…,975607 +"RT @NaomiAKlein: In approving Keystone XL, the State Department 'considered a range of factors' - not one of them was climate change https:…",710461 +We need a democratic president- the Democratic Party is the future! ������they embrace climate change!����,414286 +RT @climatehawk1: 2nd Wisconsin state agency has solved #climate change by removing mention from public website…,504386 +"RT @GlobalWarmingM: Ta Prohm’s haunting ruins are also a 1,000-year-old climate change warning - https://t.co/bfpdRP9Jx2 #globalwarming… ",615210 +RT @LibyaLiberty: Best climate change advice: https://t.co/GU35pzw3iA,686504 +RT @Exxon_Knew: 'ExxonMobil has a long history of peddling misinformation on climate change.' @elizkolbert in @NewYorker #ExxonKnew https:/…,201360 +RT @CNNPolitics: The EPA chief says carbon dioxide is not the 'primary contributor' to climate change https://t.co/tx0NLedD6H https://t.co/…,477876 +RT @Sanders4Potus: #ImVotingBecause the future of the planet is at stake. Hillary Clinton will combat climate change. Donald Trump th… http…,857523 +"RT @WomensInstitute: Make, wear and share green hearts in Feb to #showthelove for all that could be lost to climate change #WENForum #whywo…",65576 +"RT @handsock_butts: Reporter: Trump, what are your thoughts on global warming? + +Trump: Rearrange 'Miracles' and you get 'Car Slime' This me…",311290 +RT @AP: VIDEO: New study says Earth will lose 10 days of mild weather by end of century because of global warming. https://t.co/hMlUsJhOn5,354703 +@albertacantwait @paigemacp - I guess climate change isn't real.,713717 +"@climatebrad @elonmusk Musk prioritizes NewSpace over environment - look at him fundraise for climate change deniers +https://t.co/0QZs4nzVUD",3484 +Energy Day comes as major companies lead the fight against climate change https://t.co/xEFmnRSVeJ,333986 +@funtrouble1 So what you're saying is because he has the educational background to understand the science of global warming you mock him.,433077 +RT @Descriptions: if global warming isn't real why did club penguin shut down,987845 +RT @uchinatravel: #GameofThrones' @NikolajCW and @GoogleMaps are showing climate change in Greenland https://t.co/yTJkPZ54sl……,487343 +He's not protesting climate change he's protesting inaction and insufficiency of action on climate change! https://t.co/ujFWxjiAZg,389631 +Theresa May says she won't address climate change at the G20 summit https://t.co/5784fELpZx https://t.co/f3KMDQB1Hz,349078 +"RT @NPR: The German chancellor had described G7 climate change talks as 'very difficult, if not to say very dissatisfying.' https://t.co/uw…",110116 +Scott Pruitt’s office deluged with angry callers after he questions the science of global warming https://t.co/6sR48wg6e4,853938 +RT @climatehawk1: Wisconsin state agency solves #climate change--just deletes it from public website https://t.co/v12i9R9wYH via…,280471 +"RT @NatureNews: The East Antarctic Ice Shelf is beginning to reveal its vulnerability to climate change, and scientists are worried…",528472 +RT @SenSanders: We have a president-elect who doesn't believe in climate change. Millions of people are going to have to say: Mr. T…,148108 +"RT @thenatehelder: When I'm on adderall thinking about finals, dark matter, climate change, and bees dying https://t.co/3xjBVLRSkb",344553 +when will people start talking about the climate being a human right? climate change is about human rights.,916759 +RT @ChristopherNFox: Merkel seeks to bolster support among #G20 members for tackling #climate change ahead of G20 summit on 7-8 July https:…,259516 +RT @kfhall0852: France's President is bilingual & believes in climate change. Our President cannot even speak English & thinks grav…,961234 +@aatishb @AstroKatie That the operator of @HouseScience thinks it is acceptable to harass people traumatized by climate change is horrific.,423634 +Post Edited: Trump ‘set to pull out’ of Paris Agreement on climate change https://t.co/bkksuiGf1X,857805 +RT @insideclimate: Gov. Jerry Brown warns Trump that California won't back down on climate change https://t.co/CO0p9PU3Fd,397365 +"♥The Taiwan government should apologize to the whole world, making air pollution caused the global warming. + +https://t.co/MPX4PhRDVP",857555 +"RT @dickfundy: Day 49 + +- EPA chief says carbon dioxide doesn't contribute to global warming. +- Flynn concealed foreign lobbying work from J…",989563 +"RT @daraobriain: Trump staffer Mick Mulvaney, wearing a Shamrock, announced an end to Meal on Wheels and climate change research. Happy St.…",288858 +RT @CNN: No snow where there should be. Bleached anemones. Cracks in the ice. This is what climate change looks like:…,29623 +"Stopping global warming is only way to save GreatBarrierReef, scientists warn: https://t.co/DZxIQX9xJ9: #AdaniMineEnvironmentalDisaster",296324 +RT @tilc9: David does not mess about. Brilliant as per. If Attenborough isn't enough to get people to take climate change seriously.. #Grea…,195452 +"RT @BasedElizabeth: Liberals are more worried about Islamaphobia (which I believe they invented, kind of like global warming) than they are…",89006 +RT @KewGIS: Coffee and climate change in Ethiopia https://t.co/ud6CUXD3tD,685999 +RT @thelizarddqueen: have you ever heard of animal agriculture? Also known as a leading cause of climate change? https://t.co/kt6I7vFsX0,953360 +"https://t.co/dG4W1CTvdz Counting the cost of pollution and climate change, wind energy is much cheaper than burning… https://t.co/VwgGkxczua",398016 +Zombie health care bill dies in DC while bipartisan majority moves climate change bills in CA. Know hope.,23380 +RT @wef: Knowing about climate change doesn't make you care more. Your political beliefs might though https://t.co/W774R9nruZ https://t.co/…,858247 +"RT @sciam: Science and the Trump Presidency: What to expect for climate change, health care, technology and more… ",251406 +"RT @KHayhoe: How do we know this climate change thing is real - not a natural cycle, not an elaborate hoax? https://t.co/MvAWypaOJe #global…",892567 +RT @MailOnline: Scientists say climate change IS real with 'no room for doubt' https://t.co/AtetDXN1lz,544308 +"@realDonaldTrump Oh please. We have failing infrastructure, climate change (it's real), Flint water, cutting all se… https://t.co/QTztUs5aLk",736038 +Former President Obama is giving a keynote address on food security and climate change... https://t.co/XrVXFFZzII b… https://t.co/HQ4aXacz0o,788588 +RT @ProfTerryHughes: Minister's Op-Ed on Protecting the #GreatBarrierReef. No mention of tackling #climate change. https://t.co/bRVLto0enq,422746 +China 'laughed!' at Obama’s climate change speech,839256 +"On racism,global warming,and immigration policies,Poets of America take on Trump! https://t.co/XqDOAtMKmB",151320 +"RT @drvox: My new post: New research shows: yes, Exxon has been misleading on climate change https://t.co/JUGsu8yM5f",306785 +"It's not global warming, but cooler temperatures are the most pervasive throughout most of US: https://t.co/bMehhkkNw2 #climate",847300 +"RT @xoapatis: @bbhzeo @bynfck Gue tu bingung, apa hubungannya sm global warming",992698 +RT @9GAGTweets: Major causes of global warming https://t.co/fD2kbo0ZHh,659398 +RT @teenagesleuth: HRC used Obama's time machine to start the Industrial Revolution so she could use climate change storms to make Texas re…,147593 +"@Susan_Hennessey Long list of things more serious and immediate than climate change: e.g. Putin, gene drives, Pakistan/India nuclear war.",145217 +"RT @ClimateReality: Protecting our public lands, safeguarding our air and water, and acting on climate change shouldn’t be partisan iss… ",223963 +RT @nowthisnews: Listening to Barack Obama talk about climate change will make you miss common sense #tbt https://t.co/KmjYjBshIV,810561 +@realDonaldTrump I swear to god if you do nothing about climate change we are all going to die from prehistoric ice diseases. Congrats.,291291 +His opinion: The challenge of climate change: https://t.co/IhOhTk9zfM,703836 +RT @climatestate: Al Gore’s new climate change movie arrives just in time. https://t.co/471qPva31U,211575 +@MeredithFrost @gangwolf360 @artistlorenzo Brilliant! Art can do a lot to promote action on climate change. This highlights that.,238579 +"RT @Heritage: 23 environmental activists, trial lawyers, and academics came together to shut down dissent on climate change—using… ",210624 +"@themadvalkyrie you're right, global warming is already an issue. We can't pollute the air more.",819555 +RT @MJVentrice: Climate Change is something that is realized in the troposphere. I'm not aware of research regarding climate change's impac…,558154 +"@databreak Geez, that's HOT! Mail melt 2? +Can it be that global warming thingy? +Nah, Trump said it's a hoax, & he's… https://t.co/FiYFulklEa",592357 +RT @citiesdiabetes: The link between health and climate change is strong. A common vision for urban policy that includes health serves…,276482 +RT @PMOIndia: SCO can devote attention towards climate change: PM @narendramodi,673932 +RT @preston_spang: It's November 1st and the high today is 85° yet somehow people still say global warming isn't real. 🙃🙃🙃,995721 +RT @PublishersWkly: Stranger than Fiction: Why won’t novelists reckon with climate change? | @thebafflermag https://t.co/JItwCqGUXM,592147 +RT @edyong209: Trump’s “hoax” tweet has set a ridiculously low bar for his nominees on climate change https://t.co/J1OvWh6xsl https://t.co/…,773618 +RT @EnvDefenseFund: Historic news clips reveal that scientists forecasted the effects of climate change as early as 1883. https://t.co/35d7…,684165 +Nelson presses Wilbur Ross on protecting climate change data https://t.co/p4s9UqdjAO,350641 +RT @clairecoz: 'We used to grow apples here. Now we grow oranges' - how climate change is changing life in Nepal's mountains https://t.co/x…,87764 +"RT @Trump_ton: If you live in Texas, voted Trump, deny climate change and believe God sends storms as a punishment - hope you're enjoying a…",272814 +"These days temperature in Milan, Italy should be around 0°C. It was 16°C at 10 AM today. Call global warming a theory.",435767 +"RT @ImeldaAlmqvist: Brief message from a 13 year old shaman about reversing global warming! + +https://t.co/AsteUGKdNG",62657 +@foxandfriends the people that push climate change are the same that push segregation racism and we're Grand dragons of the KKK Democrats,296443 +"DUP 'the anti-abortion (...) party of climate change deniers who don't believe in LGBT rights'. + +Bigoted Healy-Rae… https://t.co/nYzeTRCQcX",263147 +"@KADYTheGREAT Aww that's no fair! I sent him, but global warming ��",671827 +"It's November and this is the forecast, but sure climate change is a hoax 👌ðŸ¼ https://t.co/V6Aq0FvcXJ",928178 +This is not climate change!!! This is the wrath of God upon the wickedness of mankind.The only hope is Jesus Christ… https://t.co/ErIaM2TZKV,467586 +"Scott Pruitt, head of EPA, isn't so sure carbon dioxide drives climate change https://t.co/2iQ2nFTBpa via @Mic",755440 +World leaders duped by manipulated global warming data https://t.co/er0fRQJQyC via @MailOnline,254496 +RT @RepMarkTakano: Since our fed agencies are no longer allowed to...I want to share some climate change facts that @realDonaldTrump doesn'…,460932 +"RT @patagonia: If our elected leaders fail to approach the environment & climate change as serious issues worthy of urgency & action, it wi…",147670 +"RT @daveanthony: If the Great Barrier Reef can die and the deniers don't bat an eye, it's time to get militant about climate change. A huge…",569718 +RT @BarbieBee63: @FREEDOMPARTY2 God said if you remove Him from your land He will make it a wasteland. It's not climate change but a…,643831 +RT @spinosauruskin: People are actually using the 'plants need CO2' argument as a rebuttal to climate change https://t.co/umGAiv8i6V,886969 +RT @yoginibear11: Wait--they want to fight climate change? Is that a misprint?😳 https://t.co/ZIyRWedoUQ,232075 +"RT @IslamicReliefUK: 'The Earth is green & beautiful and Allah has left you as stewards over it” – Muslim + +Tackling climate change is ve… ",109532 +"Because if you are a denier of climate change, you are a denier of your own existence.",468568 +RT @YahBoyAang: I blame the Fire Nation for global warming,4936 +RT @lordstern1: My new op-ed in @FT about China's leadership on climate change: https://t.co/QiPwXuFfNb,203154 +"RT @ABC: Trump team compiling names of Energy Department staff who worked on climate change policies, document shows… ",27673 +"@GodandCountry51 @megynkelly I know it's hard for you people to grasp, but this is CAUSED by climate change.",129667 +"RT @StopEatingBees: If climate change is real, how come I ain't seen any climate dollars? + +#IAmAClimateChangeDenier",98126 +"RT @krauthammer: Obama fiddles (climate change, Gitmo, now visit to Havana); the world burns – as Iran, Russia, China, ISIS march. https://…",279960 +RT @CrazyinRussia: Russian haven't got time for your climate change bullshit. https://t.co/r4HUPHiZqR,417611 +"RT @Mod_Ems: Mon. temp -5°F (with wind chill). Thurs. 65°. I'm just relieved there's no such thing as climate change, or we'd see some REAL…",179502 +"So this is winter now. I'm not complaining, but people who say there is no global warming are smoking crack. https://t.co/lv5jaMiZbM",649846 +"RT @SteveSGoddard: January 20, 2017 is the day we end the climate change scam. +On January 20, 1977 it was snowing in Miami and hot in… ",972392 +RT @EdinburghMSYPs: SYP supports the Paris Agreement & urges Scot & UK Govt to work with other nations to ensure talking climate change is…,690263 +RT @INCRnews: Investors are acting on #climate change -new doc just released from @AIGCC_update @CeresNews @IGCC_Update @IIGCCnews https://…,844854 +RT @PattyMurray: When we are already seeing the effects of climate change—it’s unnerving Trump would choose a climate change denier to set…,64801 +There's gotta be at least a 70% correlation between who's wearing sweatpants on campus right now and who believes climate change is a myth,725765 +Proud to be part of the fight against climate change @Heurtel @stpierre_ch ; one of #Qc top priorities #QcDiplo… https://t.co/RJDm1qjLy6,500151 +Soon AAP will blame them for global warming': Twitter mocks Preeti Sharma Menon for blaming EVMs fo exit polls… https://t.co/AJS6hVCxNk,137665 +RT @itsmelukepenny: U.S. national parks tweeting climate change facts is an act of rebellion against today's Trump news. Not joking. https:…,327170 +RT @RogueNASA: Trump administration buries a government site designed to educate children about global warming https://t.co/KWVnzX6Oak,737240 +RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,835581 +"@ericbolling Eric, climate change is a natural process which happens every 500 years. Your male guest is an idiot he drank the coolaid",975161 +RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,76414 +RT @ClimateNexus: Octopus in the parking garage is climate change’s canary in the coal mine https://t.co/KanMC92G2k via @MiamiHerald https:…,957883 +Satellite launched to monitor climate change and vegetation https://t.co/aUyFA4W7s3 #DSNScience #spaceexploration,946476 +RT @scifri: Here’s how to change the mind of a climate change denier. https://t.co/mzU0LaEmck https://t.co/dunJVqJk5u,933294 +I enjoy what I predicted global warming.,854047 +Glacier photos illustrate climate change https://t.co/B9bv0MLMxj https://t.co/bsEP0PFDhp,117233 +@XxSnakeProxX now I'm failing to see the correlation between climate change deniers and their substantial lack of evidence and,270551 +RT @guardian: 'Where the hell is global warming?' asked @realDonaldTrump in 2014. Well... #GlobalWarning https://t.co/3n8F5g9E3e https://t.…,65083 +RT @guardiannews: Bird species vanish from UK due to climate change and habitat loss https://t.co/pSodQ352qU,202684 +INCONVENIENT DATA? Whistle blower says NOAA scientist cooked climate change books https://t.co/A8A8kcxJZC https://t.co/uPfrpv4KAf,64863 +"RT @EcoInternet3: This is what ancient, 3km long ice cores tell us about #climate change: World Economic Forum https://t.co/W9zSLCeSdl #env…",390621 +"RT @devitosdick: trump is president, carrie fisher died, regular show is ending, global warming is real. life is basically stupid at this p…",149562 +"On climate change, Scott Pruitt causes an uproar — and contradicts the EPA’s own website +https://t.co/hFguRWZvsk https://t.co/UN0PdBHiRH",292543 +"From healthcare to climate change, Obama's bold agenda remains incomplete https://t.co/BPdPzaC37C",263451 +"I’d be gay, but I was the World Trade Center, right now, we need global warming! I’ve said if Hillary Clinton were running",40122 +Is global warming real?,573893 +RT @ClimateNexus: Trump says ‘nobody really knows’ if climate change is real https://t.co/9ucnGI1FO2 via @washingtonpost https://t.co/gVPTz…,774671 +"RT @beeandblu: Is he the reason for global warming!? +@iHrithik you make our hearts skip a beat 🙈 +#HrithikRoshan @Hrithikdbest… ",879851 +RT @realDonaldTrump: The concept of global warming was created by and for the Chinese in order to make U.S. manufacturing non-competitive.,86848 +RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,397160 +@wikileaks the 'science' behind climate change is financed by the same people that control the media you're bad-mouthing. YOU take THAT in.,475194 +With scientists and religious leaders. Oceans and climate change. #COP22 #climatechange https://t.co/2r5f5omzH1,637080 +"RT @NotAltWorld: EU pledges $20bn/yr for next five years to fight climate change despite Trump's plan to pull out of #ParisAgreement + +https…",740039 +RT @kim: Adoption was Junior's signature issue in the same way Ivanka worked on climate change & Melania wanted to stamp out bullying.,925132 +"Tennessee broke a record of over 100 years with the high of 74 on Christmas Day. +Tell me global warming isn't real",629995 +meanwhile america's president-elect doesn't believe in climate change 😍 https://t.co/B2G2FkhF4h,687834 +"RT @iamrajl: Stop by poster 166, if you want to talk about hydrological modelling and climate change! 😀 @ArcticNet #ASM2016… ",869772 +"Top story: China rolls its eyes at Trump over his ridiculous climate change cla… https://t.co/4iduFECBg0, see more https://t.co/bJytaDKdOI",762016 +RT @SebDance: Only hearing the uncritical voices of Brexiters on BBC akin to 'filling its airwaves with climate change deniers co…,926397 +RT @SenKamalaHarris: Our scientific community has spoken on climate change. I want them to know with certainty that I hear them. https://t.…,647788 +RT @BernieSanders: 'The concept of global warming was created by and for the Chinese in order to make U.S. manufacturing non-competiti…,562390 +RT @UNFCCC: Going to @UN climate change conference #COP23 in Bonn in November? Start preparing now with this resource:…,535086 +British scientists face a ‘huge hit’ if the US cuts climate change research https://t.co/xM1mOV7IMz,424682 +Jane Goodall calls Trump's climate change agenda 'immensely depressing' https://t.co/ch8oK051eF,877815 +"@HalleyBorderCol Also, appointing a leading climate change skeptic and science denier as your EPA guy is already a bad outcome. Predicted.",696873 +RT @NasMaraj: Not to be dramatic but if we don't take climate change more seriously we're all going to die https://t.co/Y2PgKVwnbd,475889 +RT @AJEnglish: This cute Penguin colony is at risk from climate change https://t.co/IBMSbIssbX,31358 +RT @infowars: Climate Report to UN: Trump is correct to be skeptical of 'climate change' claims... https://t.co/hhssrar2pc #GlobalWarming #…,378750 +"RT @acespace: Extra Credit: This is a much-needed reminder when facing an issue as large as climate change. Thanks,…",444206 +".@ScottPruittOK Taking on your new job, it makes sense to learn facts about climate change and the environment. #ClimateChangeIsReal @epa",608581 +RT @SenSanders: We have a president-elect who doesn't believe in climate change. Millions of people are going to have to say: Mr. T…,728954 +RT @realDonaldTrump: The concept of global warming was created by and for the Chinese in order to make U.S. manufacturing non-competitive.,957113 +You gotta be a new kind of dumb to think that climate change isn't real??????,801794 +RT @CarbonBrief: NEW - Guest post: Adapting to climate change through ‘managed retreat’ https://t.co/ucdpLzxTza https://t.co/5Mf172NU9e,518225 +RT @MattBors: Florida. Half the state's going to disappear in ten years due to global warming. They're going for the guy who says it's a Ch…,358103 +"@sallykohn Well, gee. That's called earth cycles which can last for decades. If there is a 'climate change' the cycle will explain it.",680249 +Scientists call for more precision in global warming predictions: Source: Reuters… https://t.co/1Mb6l4J3DQ,330131 +"RT @NatGeo: The ocean is home to treasure troves of biodiversity, and protecting these areas builds resilience to climate change https://t.…",639079 +The reason why there is no global consensus on climate change is that different countries have their own interests at heart. #climatechange,568837 +Inspiring: filmmaker from Odisha wins her fourth National Award for her film on climate change @theLadiesFinger… https://t.co/27ov1ndnCb,674514 +"New York 2014 - buried treasure, global warming, corporate espionage, plucky kids, love, action, community & a plan to end late capitalism ��",408712 +"RT @JonRiley7: Trump denies climate change while Somalia's drought & starvation proves the consequences +@OxfamAmerica…",751683 +RT @AnthonyAdragna: OOPS: EPA left up its climate change information in SPANISH. https://t.co/qv8DxLVEz1 https://t.co/ylas9QyBRL,83788 +@StacyBrewer18 What is funny to me is in his private legal affairs he uses climate change to justify his cases. Then in public denys it.,870105 +"RT @AngelicaJoy__: It's so nice out LOL global warming, we're all finna die https://t.co/8QsUzRURXz",506017 +and ya'll thought global warming wasn't real -___-,990787 +"RT @Waterkeeper: Stream Before the Flood, a new film about climate change by @LeoDiCaprio & Fisher Stevens, for free. https://t.co/uRaXqAri…",249793 +RT @AbortionFunds: .@NancyPelosi would never endorse a climate change denier - so why an anti-abortion candidate? https://t.co/hLFbTWsGir,500428 +Does anyone think global warming is a good thing? I love @peltzgomez . I think she's a really interesting artist.,474046 +RT @WTFFacts: This photo by Kerstin Langenberger shows how polar bears are being affected by climate change. https://t.co/oJJePGBpSD,285709 +RT @ceerara: so many people actually don't believe in climate change !!!??¿? it's alarming ??!!¡¡!!!!,738823 +"RT @top1percentile: Arguable more serious with its impact over a shorter timescale, and far more easily rectified than climate change,… ",713163 +"@ajplus this climate change, world is warming huh?",254402 +@HawaiiDelilah Radical energy shift needed to meet 1.5C global warming target: IEA https://t.co/Z2xLWdaJA1 via @Reuters,784922 +"RT @climateprogress: Brace yourself for a bitterly cold winter, as climate change shifts the polar vortex: https://t.co/AzExUHPNIL https://…",172957 +RT @physorg_com: New technique predicts frequency of heavy precipitation with global warming https://t.co/rPFtaEYrRQ @MIT,152465 +"RT @Fusion: Imagine, if you will, a world where the media covered climate change the way it covers Hillary's emails…",808051 +"RT @realDonaldTrump: It's freezing outside, where the hell is 'global warming'??",485595 +RT @Martina: Octopus in the parking garage is climate change’s canary in the coal mine https://t.co/nzRm0e8LG2,907857 +"@CoryBooker Nothing contributes to climate change, God controls it all.",976351 +RT @tan123: Guy who claimed 'climate change is a barrage of intergalactic ballistic missiles' now calls for 'less emphasis on “…,890487 +World leaders duped by manipulated global warming data https://t.co/JZjiM5wZpU via @MailOnline,22342 +RT @egervet: The heat is on... simple visualization of global warming in the past 100 years https://t.co/NvGCiz2x8R,793794 +RT @WhitfordBradley: This is huge. We need a bipartisan solution to climate change. @RepCurbelo is heroically leading the charge. https://…,397069 +RT @SenSanders: We have a president-elect who doesn't believe in climate change. Millions of people are going to have to say: Mr. T…,696234 +The concept of global warming was created by and for the Chinese in order to make U.S. manufacturing non-competitive.,446222 +"RT @mitch_at_EEN: From heatwaves to hurricanes, floods to famine: seven climate change hotspots https://t.co/Ki5IIY15Ip",421398 +"RT @davidrankin: Trump admin denies climate change & will do nothing about it; a Dem admin would have said they believe in clim change, don…",133429 +RT @thehill: NY attorney general: Tillerson used 'alias' email account to discuss climate change issues at Exxon…,906252 +Actus Mer/Sea News: Via @CBDNews - UAE’s fragile reefs will be under more strain: climate change report -…… https://t.co/21pSbcencG,414092 +RT @HarvardChanSPH: Health is the human face of climate change https://t.co/yBhqleDWeU https://t.co/Nozrp8FY7x,921186 +RT @DrexelNow: Did you know? An urban climate change research hub has opened at #Drexel https://t.co/OYctqDXlpi https://t.co/rFBWSeKmO2,73317 +There will be a banking royal commission after we change the government. Also marriage equality and action on climate change. #auspol,750866 +RT @GodfreyElfwick: My 8 year old niece told me 'I believe climate change also contributed to their vulnerability when it came to being…,404488 +RT @climatehawk1: Trump’s election marks end of any serious hope of limiting #climate change to 2C | @drvox https://t.co/O4uA38Ayq6…,217262 +"RT @PRESlDENTBANNON: 1. Get in power by denying climate change +2. Pull out of Paris Agreement +3. Watch liberal coastal cities wash away +4.…",82084 +"RT @dyoofcolor: me: exo has reversed climate change and freed us from our sins +someone: thats not possib- +me: https://t.co/h7jLnZbynh",178765 +Check out the @BillNyeSaves episode on climate change then go change the world #EarthDay https://t.co/BXkHklLST5,856902 +@DRUDGE_REPORT I coughed up a piece of my lung today. Because of climate change.,128311 +RT @xtrminatewhites: If I get a girlfriend we can stop global warming gamer girls DM me,28674 +@TerryDiMonte global warming anyone?,622104 +"RT @PMgeezer: 'China warns Trump against abandoning climate change deal!' +China not reducing emissions! Only we are. https://t.co/5YdlBvNg…",530054 +"RT @LAXX: The man who is going to be president of the United States doesn't believe in global warming. + +The world is fucked.",381560 +".@DeidreBrock pls publicly oppose DUP views on abortion, same-sex-marriage + climate change #DUPdeal",98355 +"@FLOOKLYN Well, his position on climate change definitely isn't a lie. https://t.co/cB0QNkpkGM",740344 +BBC News - G7 summit agrees on countering terrorism but not climate change https://t.co/aRObkNFQLI,138808 +RT @simon_schama: Fact: theman who said climate change was a 'Chinese hoax' now President elect of USA . Facty enough for you? https://t.co…,170089 +#ItShouldveBeenBernie He supports climate change action! Not sure abt any other politician. 2them $$$ always win… https://t.co/d95ugIUGKT,226215 +RT @EnvDefenseFund: 3/4 of our energy is being wasted. We’re losing money & contributing to climate change. Six key solutions. https://t.co…,423833 +"Millennials: In addition to housing affordability and climate change anxiety, have some nuclear existential anxiety… https://t.co/ycDKBqhqWY",369913 +RT @climatehawk1: Doctors warn #climate change threatens public health - @kavya_balaraman @SciAm https://t.co/4IsKwQp2Rp…,95896 +"Fam, if Gov. Deal denies climate change again.. and suggests we all just pray for rain.. again.. I'm DONE with this state forever",97840 +How does one not believe in global warming?,89084 +"RT @realDonaldTrump: Give me clean, beautiful and healthy air - not the same old climate change (global warming) bullshit! I am tired of he…",239009 +Republicans who support combating climate change urge Trump to stay in Paris deal https://t.co/nrQLs4Tfa1 via @HuffPostPol,366412 +"RT @LastWeekTonight: If you don’t believe man-made global warming is a a silly issue, give to the Natural Resources Defense Council (https:…",851148 +RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,474593 +RT @Canadian_Filth: China has 3500 coal plants so Alberta is shutting down 5 to save the world from climate change,633845 +RT @theCEWH: Research shows inland #wetlands can mitigate climate change by improving carbon stores & offsetting CO2 emissions…,51545 +How the global warming fraud will collapse https://t.co/hAMaWGKlCs,278633 +"@linyalinya Doon nalang sa basa tapos walang amoy. Kapag inasar ka, sabihin mo climate change nakikisabay lang sa p… https://t.co/pA9qLHynTk",39361 +RT @MarkRuffalo: Don't Trump our children. Record-breaking climate change pushes world into ‘uncharted territory’ https://t.co/4t31ZqceS9,221510 +RT @Independent: Leopards are moving into snow leopard territory because of climate change https://t.co/lmkD3Khzm0,66321 +@umairh @davidsirota Maybe climate change is just the Earth's immune response to us.,66661 +"RT @cnni: From urbanization to climate change, Google Earth Timelapse shows 32 years of changes on Earth… ",613615 +China deserves to be the biggest power in the world if they will battle climate change unlike the US,942704 +RT @Fusion: America is about to become the only country in the world with a leader who doesn’t think global warming is real.…,15587 +"Donald Trump wants to meet Leonardo DiCaprio again, discuss climate change +#Trump #LeonardoDiCaprio #Climatechange +https://t.co/9ol16E9duc",353103 +"RT @GSElevator: Cool climate change speech, bro... https://t.co/fUCIfS4Iy0",271735 +RT @SenWhitehouse: We've got to be quicker to respond to the issues climate change poses RI fishermen like @SeaHarvesters' Chris Brown http…,159461 +RT @carolinagirl63: Sounds like more swamp needs draining....DOE won't provide names of climate change staffers to Trump team https://t.co/…,807877 +US 'forces G20 to drop any mention of climate change' in joint statement • https://t.co/qQlXc4LNzX •,934854 +RT @Joannechocolat: Amber Rudd: We wouldn't consider telling Trump he's wrong about climate change because 'that's not how diplomacy wo…,409387 +RT @PennyPurewal: Sad. We are the ones causing the climate change. Mankind must know that humans cant survive without earth but plane…,203644 +"RT @mattryanx: Tomi's favorite hobby in 2016 was calling climate change 'bad weather.' But in 2014, she said it was an agreed-upon… ",635192 +RT @climateWWF: The #ParisAgreement establishes a new way of working together to change climate change @WWF @manupulgarvidal https://t.co/9…,772176 +RT @Mr_S_Clean: Remember when climate change was called global warming but they had to change it because we're going through a cooling cycl…,227248 +y'all really voting for a man that doesn't believe in climate change,319106 +RT @ClimateCentral: Here's where people don’t believe in global warming https://t.co/LnCz4SU2BX via @PacificStand https://t.co/oD7uksAAOa,128668 +RT @indianz: Tribes go it alone on climate change as Trump team shifts priorities https://t.co/cJJRDo7USC https://t.co/UpSBMPIk8o,731220 +"Through #climate change denial, we're ceding global #leadership to #China. https://t.co/D6BHK8D7Ue https://t.co/sJ9QhRy0Sn",311826 +RT @RogueNASA: Science deniers are dangerous. The impact of climate change is real. There are consequences for infrastructure and human lif…,808440 +"RT @ImaYuriPhan: If we painted the roof of every building in the world white, would we reduce the rate of global warming?",615105 +RT @Nix_km: WTF is wrong w/ Jerry Brown & the California Legislature? MORE taxes & HIGHER gas prices for FAKE 'global warming'.…,723926 +A new book ranks the top 100 solutions to climate change. The results are surprising. https://t.co/enWeOTohV6 via @voxdotcom,582734 +RT @altNOAA: Trump's other wall - a seawall around his golf course he says to protect against effects of climate change! https://t.co/WnTnc…,520223 +"RT @nycjim: In Florida, Trump pledges to stop sending money to the United Nations aimed at fighting climate change. https://t.co/G7kNkbrNM8",858352 +"Ocean goes from Jaws to jellyfish as climate change progresses, says @thetimes https://t.co/FD9hQZdiYS",606234 +Thank goodness for global warming because without it we would still be in the Cold War,276096 +RT @Wahlid: If global warming is real then why are my nipples so hard��,254986 +"RT @RealKyleMorris: If you think that climate change is a greater threat than radical terrorism in this world, you're part of the problem.…",381775 +RT @BernieSanders: 'The concept of global warming was created by and for the Chinese in order to make U.S. manufacturing non-competiti…,592526 +RT @antoniodelotero: good morning to everyone except climate change deniers,230347 +@MissBills2You damn global warming is serious shit.,61228 +"if trump wont support climate change, we will be having summer christmas next year",819339 +RT @SwannyQLD: Turnbull’s backbench lining up with Abbott on sinking the Paris climate change agreement #auspol #qt,995982 +"This is not global warming, an invasion etc.. got 3 hurricanes in the golf now this? This is the rapture, God is an… https://t.co/veIb2ZHOwS",727863 +"US federal department is censoring use of term 'climate change', emails reveal https://t.co/JOPStYc6VN",186751 +That $52-billion road bill just made California's next climate change move a heavy lift,964719 +Stand up to climate change deniers with the League of Conservation Voters. https://t.co/2mmHHtqpqS #PositiveAction,125624 +#eco #environment #tfb Selenium deficiency promoted by climate change https://t.co/Df7fPHXCA3,344973 +RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,949789 +RT @guardianeco: Tony Abbott says 'moral panic' about climate change is 'over the top' https://t.co/f7MiLOiQA2,599330 +RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,265518 +"RT @kellyblaus: Damnnnnn.....is it hot in here, or are Conservatives just blatantly denying proven scientific facts that global warming exi…",298147 +#weather Climate change: Fresh doubt over global warming ‘pause’ – BBC News https://t.co/H5GAZVlAp2 #forecast,226325 +"Make that: climate change-denying, misogynist, petty, corrupt, hateful and doddering-old-fool MODERN DAY PRESIDENTI… https://t.co/8zXHdOuCqe",239874 +RT @comingupcharlie: I can guarantee people on the Buller coast wake up and think about climate change https://t.co/rTb3enBZku https://t.co…,301650 +RT @SenSanders: We have a president-elect who doesn't believe in climate change. Millions of people are going to have to say: Mr. T…,157290 +"RT @1followernodad: ok a climate change denier heading the EPA is AWFUL, but what's that shade of lip stain my dude https://t.co/w8BKE4wZ3s",345248 +https://t.co/8sLwOkUSZs 'intended to prevent natural gas being wasted & to cut methane emissions contributing to climate change.',137668 +@Reuters Good they are the ones that have created this so call climate change & need to clean up their dirty air. Funny Fake Science,387140 +Ryanair's O'Leary refuses to accept global warming is a reality - Irish Independent https://t.co/MtXMdzgsur… https://t.co/awLliPwrOM,393316 +How is the global warming working out https://t.co/r9TStvcg62,940665 +RT @CassRMorris: @altNOAA This is Ptolemy. He's super concerned about how climate change affects wildlife. https://t.co/068wrR4gUi,206952 +@gaylec_ global warming man,541428 +"so, if CO2 is not 'a primary contributor to the global warming that we see' TELL US WHAT IS PRUITT!! https://t.co/Wq0gTHCa7y via @PolitiFact",886796 +RT @Greenpeace: The physical reality of global warming doesn’t bend to denial or “alternative facts.” https://t.co/lzFluNj39D https://t.co/…,546374 +"RT @LineDams: @ifmsa delegation to #UNFCCC #SB46 highlighting health co-benefits of tackling climate change; 2 for 1 deal, save e…",922849 +@neiltyson global warming or global hysteria?,857364 +RT @nytimesbusiness: If we're going to survive climate change we need better ideas a whole lot faster. https://t.co/0f7cU920CU,528773 +RT @rulajebreal: China reprimands Trump: There is an international responsibility to act over climate change. https://t.co/DGF3PEQxPb,348027 +"#news On climate change, it’s Trump against the world https://t.co/Xi3BS0ddVa",534413 +One can only hope that the little we are doing to prevent climate change isn't decimated tomorrow. https://t.co/ZdfKn3ttLR,447525 +"Can we please get #SallyYates to stump for climate change, women's reproductive rights and affordable single-payer healthcare?",607037 +RT @guardianeco: Paris climate change agreement enters into force https://t.co/JJTou0jtLj,136714 +New Maine anti-discrimination bill would protect… climate change skeptics https://t.co/6z86KY0UXG #pjnet #tcot #ccot https://t.co/ugANjdyKE7,698954 +"so excited for the fall... the climate change ��, the leaves ��, Halloween �� and Thanksgiving��.... IM JUST READY FOR THE FALL ☺️!",496231 +RT @MyFavsTrash: sad to see what climate change has done to the Grand Canyon �� https://t.co/rmdzq4cu6b,112559 +RT @SenSanders: We have a president-elect who doesn't believe in climate change. Millions of people are going to have to say: Mr. T…,746719 +RT @pzmyers: Another sign of doom: the climate change denial of Rex Tillerson https://t.co/n0SQWXfQhO,56423 +@StateDept @JohnKerry President Trump will expose your lies and agenda to bilk the people with fake climate change! You will be caught!!!,111610 +RT @ajplus: China is emerging as an unexpected leader in fighting climate change. https://t.co/3mNFCBCZnR,59106 +RT @ruthsatchfield: Watch Tucker Carlson lose it after Bill Nye takes him to school on climate change https://t.co/8SNrZIoqob,324423 +"RT @WalshFreedom: They push gun control, but glorify guns in their movies. + +They cry about climate change & fly on their private jets. + +#Ho…",903495 +The @PentlandCentre & others are calling for a globally-funded scientific team to help tackle climate change… https://t.co/yuZVpEcABn,522578 +RT @PolitiFact: Is it true that Ron Johnson doesn't believe people contribute to climate change? Mostly. https://t.co/dfsqhlmm5v,330418 +"@washingtonpost But, climate change is a 'liberal hoax.'",170036 +"RT @Greenpeace: 100 nations have agreed to take actions to prevent disastrous climate change. +There is no turning back.…",811734 +Kerry tells climate conference that the US will fight global warming — with Trump or without - Los Angeles Times https://t.co/eEsMlyra4F #…,336133 +RT @SensesFail: The nom to run the EPA doesn't believe in climate change. That is an absolutely ridiculous situation.,61446 +RT @climatehawk1: It's time for investment asset managers to step up on #climate change https://t.co/S20yoKx2rT #ActOnClimate #divest https…,286684 +RT @thehill: American Meteorological Society comes out against EPA head on climate change https://t.co/rOd39Kh37F https://t.co/ONWV5Y5xKk,86718 +RT @BeingFarhad: A “deadly duo” — invasive species and climate change https://t.co/xZpVPtYb2P https://t.co/EHA8zFA7kO #ClimateChange #tfb #…,378434 +RT @guardianeco: Five ways to take action on climate change https://t.co/oPAdYN1daO,95056 +RT @bitchrunmyfade_: @bobsadget Black women have been on here blaming black men for global warming at one point and y'all think them bei…,157217 +RT @docj76tw: Our military has been saying for years that climate change is a national security issue. Here's how: https://t.co/rPjIyevOYG,678843 +"RT @AssaadRazzouk: In the new new world, China lectures the United States about climate change and the importance of cooperation betwe…",131307 +RT @motherboard: Fiji's prime minister pleads with Trump: 'save us' from climate change: https://t.co/6GGy9FnOn6 https://t.co/jbPZ4zeG7N,531053 +"RT @NatGeoChannel: Watch #BeforeTheFlood right here, as @LeoDiCaprio travels the world to tackle climate change https://t.co/LkDehj3tNn htt…",947694 +"RT @peta: The honeybee population has been nearly decimated from disease, pesticides, and climate change. Protect them by say… ",759959 +RT @epocalibera: #Greece #earthhour2017 Acropolis turned off its lights to raise awareness on climate change #Athens…,976235 +"Retweeted Christopher N. Fox (@ChristopherNFox): + +Exxon ordered to turn over documents in #climate change probe,... https://t.co/kh9eOClj4Y",772212 +Republican proposal for a $40/ton tax on carbon emissions to fend off global climate change could be a non-starter… https://t.co/d0Qci8NwY2,869188 +National Geographic’s climate change documentary with Leonardo DiCaprio is now on YouTube https://t.co/S8IbXczGgt via #thenextweb,7256 +5 climate change challenges India needs to wake up to https://t.co/k4YMowjchc,910026 +RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,970748 +"Dituduh Trump membuat hoax global warming, China berang | https://t.co/pePDfGjZaZ http:",960297 +@FrankReinthaler @ScottAdamsSays most skeptics r not 'denying' climate change. They just don't want to throw 90 billion to UN to 'fix it'!,487259 +RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,2648 +Oh dear... EPA boss says carbon dioxide not primary cause of climate change | New Scientist https://t.co/TY9OUn14ur,93493 +"RT @RussHansen51: By exposing the global warming hoax as the scam that it is, #Trump has saved American taxpayers $4.7 Billion Per Yr https…",320569 +"RT @undimas69: If we are not killed by climate change,#ClimateChange #entrepreneur_86 #MondayMotivation #MakeYourOwnLane #defstar5…",435902 +My major is straight up about climate change. We won't get funding???,24812 +"RT @tha_rami: When climate change starts having disastrous effect, I say we jail every person in government voting against climate exactly…",709950 +RT Climate Reality: We *should* rely on good science — and 97% of climate scientists agree climate change is rea...… https://t.co/yuznMiVOLW,191870 +"RT @UNEP: Scale of migration in Africa expected to rise due to accelerated climate change. @Kjulybiao, Head of our Africa Off…",544288 +RT @GIRLposts: im gonna just ignore the fact that the world is either about to end bc of climate change or nuclear war and focus o…,599634 +Data on climate change progress is disappearing from the US State Department website https://t.co/3pGe9xVlcx https://t.co/M2trVXmzHT,948396 +not necessarily global warming- it's always coldest in the morning and warmest in the afternoon https://t.co/SLEXZhN3j5,628855 +RT @ClimateCentral: February’s record warmth was brought to you by climate change https://t.co/mJLXdJs0jk https://t.co/WldhSAxjHl,219705 +RT @Reuters: Trump team memo on climate change alarms Energy Department staff https://t.co/iOVFu9i8s4,76369 +"RT @peytonmarieb: People of 2017: +*dont believe in climate change* +*believes in the Kardashian curse*",209707 +RT @davidicke: One of key proponents of climate change 'science' now says eating weed killer is safe for health & good for planet…,529193 +"So sad must do more 4 global warming, save polar bear home 😃 https://t.co/pBAn5acKU6",488505 +RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,649995 +#Endangered #penguins hunting for fish in wrong place after #climate change creates '#ecological trap' #nature https://t.co/pKE5Md9ZFT,328227 +#AdoftheDay: Al Gore's stirring new climate change #ad calls on world leaders. https://t.co/QmmxMOcBop https://t.co/c0ptYPFEPK,734220 +RT @raywolf3rd: Watching Soylent Green in light of climate change today certainly lends a different perspective than when it was first rele…,569724 +RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,617157 +"For 12 years, plants bought us extra time on climate change - The Verge https://t.co/GHBevys4ka",835618 +RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,497694 +RT @redsteeze: Sam Power spent her time at UN lecturing about dangers of Israel & climate change. But she totally cares about Assad now @Sa…,6641 +"South, southeast face Europe's most adverse climate change impact: agency https://t.co/YmPJ4sy5Sp",791125 +"RT @greenparty_ie: Tackling climate change requires the power of connection & collaboration rather than the exploitation of fear, divi…",479666 +@DrummPhotos @LjHaupt @datrumpnation1 I would exactly call that a ringing endorsement for climate change by the military.From your article:,232716 +Using microbes to fight climate change:,786460 +"The Weather Channel shuts down Breitbart: Yes, climate change is real https://t.co/bJepbLLCuU https://t.co/zTt8nJaHVH",492966 +"RT @ThtGuyMichael: is this real life? trumps 100 day plan intends to cut BILLIONS of dollars towards climate change, and to start the…",885363 +Lol it literally rains on trumps parade the day he is inaugurated as his first act of his presidency is to cancel the climate change act.,346906 +RT @JudicialWatch: JW suspects fraud ‘science’ behind the Obama EPA - a scheme to end coal under the guise of fighting global warming.…,295934 +RT @DineshDSouza: I'm trying to think what possible fact would disprove global warming and I believe I have the answer--when the research f…,650486 +RT @GlobalGoalsUN: The #ParisAgreement is just the start. What else is @UN doing to limit climate change? Check it out:…,958263 +"RT @RailMinIndia: Students learn about climate change on last day of Science Express. +https://t.co/CALBmgwlLs https://t.co/oTjIM7dEL4",939823 +@CIFOR @Hijaukudotcom lets go green stop global warming,69802 +"RT @Obscureobjet: @Avaaz Its as if climate change will begin with Trump, of whom it is said he ll destroy the planet in less than a month.…",264749 +.@AGScottPruitt I know global warming isn't real bc my driveway is covered in snow #checkmate but can u come shovel it for me,744004 +RT @SenSanders: We have a president-elect who doesn't believe in climate change. Millions of people are going to have to say: Mr. T…,903111 +RT @NPRinskeep: Wow. China points out that Ronald Reagan and GHW Bush supported international climate change talks https://t.co/pWsmSvx87J,464048 +How can people be so ignorant when it comes to climate change #ClimateCounts @PUANConference @PakUSAlumni #COP22,353129 +"https://t.co/HUv2vGQd3d-top stories Trump's EPA: Cuts, infighting and no talk of climate change https://t.co/pV9NBHsAeY",781817 +RT @AnonyPress: 2016 was the year that the United States elected a man who believes that global warming is a Chinese conspiracy,105244 +Antarctica: Revelation about sea creature could shed light on climate change https://t.co/kynvKIBqyO https://t.co/znnKXcPHKo,899313 +global warming (名)地球温暖化,421940 +"The story of man-made #global warming is a story of science fiction put forth to advance a primitive, collectivist political narrative.",651955 +RT @thehill: Trump admin tells EPA to take down its climate change webpage: report https://t.co/aBtTwWmD7K https://t.co/6CFN8Ga0dD,966826 +@jordanashley137 Everyone seems to be quick to forget that the marginalized face the harshest repercussions of climate change,277192 +RT @DoYouScience: Stopping global warming is the only way to keep the coral reefs from dying https://t.co/TTNt1rERMr,557101 +"RT @RGasperWRI: Thanks, Obama...for making the U.S. more prepared to face the impacts of climate change https://t.co/xVWUfyT63C",16077 +RT @TheDemocrats: Why are scientists marching tomorrow? Because climate change is real: https://t.co/wf7UdctuyQ,788753 +Did you miss this great collection of global stories on solutions FOR climate change? See https://t.co/Q4NrfPK9KU https://t.co/3guCL8dsgJ,636671 +"RT @SFWater: View the deterioration of the #SFSeawall & learn why seismic activity, rising seas & climate change threaten it…",209113 +RT @YEARSofLIVING: How to make a profit from defeating climate change by @MikeBloomberg and Mark Carney https://t.co/EqJsoHbU49 via @guard…,17873 +"‘Science Express’ train flags off to create climate change awareness in India. + https://t.co/33az37KLWK by #usha_sen via @c0nvey",263873 +businessinsider: American schools teach climate change differently in every state — except these 19 … https://t.co/vZOxFDgShT,818047 +RT @voxdotcom: Almost 90% of Americans don’t know there’s scientific consensus on global warming https://t.co/oSqEWnJhgK,274518 +@knightlypixies The stress about climate change has really been getting to me and i dont want to loose hope but im so scared,137245 +Scientists call for more precision in global warming predictions https://t.co/pfjHHSKl1v via @Reuters,210901 +"a question asked by my 4 year old pamangkin while finishing my melted ice cream: + +'Why do you have global warming in your ice cream?'",452172 +Concept: blow up the sun to fix global warming,814366 +RT @guardian: Antarctic study examines impact of aerosols on climate change https://t.co/aGba1esRpm,212158 +RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,90901 +"RT @UNEP: The longer we wait to take action on climate change, the more difficult and expensive it will get:…",143454 +planet succumbs to global climate change from greenhouse gas emissions? The answer is no so enjoying your life here on Earth while your,761556 +RT @ChristopherNFox: U.S. just signed a document calling #climate change a “serious threat” to the Arctic & noting the need for action http…,505773 +"I know climate change is really bad for the world and all, but if it keeps the weather feeling like this, I might be okay with it.",601972 +"Kashmir, climate change, and nuclear war https://t.co/IlfG7FyGn3",74231 +RT @Independent: California says it's 'ready to fight' Donald Trump over climate change https://t.co/9NkhOwoaHM,815985 +RT @brontyman: America’s loss is China’s gain: Trump’s stance on climate change is a gift to the Chinese - Salon https://t.co/ImEhme4Syn,481732 +"@goodthngs I’m creating a new think tank for climate change, would you join and post your tweet also at https://t.co/u1UbQXLmrF ?",627871 +Because of climate change is just the country.,594469 +"RT @Bobbyh214: UN poll shows most people don’t care about fighting global warming https://t.co/TF6Fr5XNVU via @CFACT So many lies, turn peo…",350756 +RT @GlobalGoalsUN: Fantastic sculptures highlighting crops threatened by climate change & environmental degradation. #COP13 https://t.co/pA…,269893 +"RT @GardnerSalad: Also, as an American, i now have to commit to the belief that climate change is a hoax.",6511 +"RT @EnvDefenseFund: The White House calls climate change research a “waste.” Actually, it’s required by law. https://t.co/DTJAZghYlf",436306 +"RT @SafetyPinDaily: Scott Pruitt, head of EPA, isn't so sure carbon dioxide drives climate change | By @claire_lampen +https://t.co/4lhpEO…",780075 +RT @NormOrnstein: NYT session yesterday w/Trump left Tom Friedman hopeful about Trump and climate change. Today- announced killing NASA cli…,143536 +"@AmandaJ718 No climate change isn't real! Scientists don't know what the heck they are talking about!* + +*😉 I don't… https://t.co/2zZG4ZSwAk",635339 +RT @SenSanders: The Dakota Access Pipeline would be a huge blow to our fight against climate change. #NoDAPL https://t.co/47m6yUu4m5,904919 +Scott Pruitt’s office deluged with angry callers after he questions the science of global warming https://t.co/SBoP2Ukqw6,775083 +RT @SethMacFarlane: HRC proposes installing half a billion solar panels by the end of her first term. Trump thinks climate change is a hoax…,201705 +"RT @GeorgeTakei: A whale's entered the Hudson River. On suggestions that it's protesting climate change policy, Trump said, 'She's overweig…",71322 +RT @ProfTerryHughes: HERE is the confronting science of global warming. WHERE is Australia's science-based policy to save…,718755 +RT @sciam: Rain from thunderstorms is rising due to climate change https://t.co/Gr7J1GCDuO https://t.co/D2jYJQfKb6,355397 +"Endangered, with climate change to blame - High Country News https://t.co/3wdry1uIyV",7480 +.@p_hannam: The Great Barrier Reef is the canary in the climate change coal mine: https://t.co/dCP2QqUwMz https://t.co/I1PUYXoAcs,676361 +"RT @TheAtlantic: Welcome to Pleistocene Park, where Russian scientists want to fight climate change with woolly mammoths… ",27930 +"RT @newley: 'By a factor of three, the key threat to global security identified was climate change' https://t.co/o0nIFqpQHZ",689435 +RT @nytimesbusiness: Hundreds of American companies are pleading with Donald Trump not to abandon gains made to mitigate climate change.…,6365 +RT @WhennBoys: Only in America do we accept weather predictions from a groundhog yet refuse to believe in climate change from scientists,117872 +@LetsBCompassion @jennythefriend @JordanSchroll Burning fossil fuels is the number 1 cause of climate change. Not a… https://t.co/nVkiyGWdWh,303319 +"RT @trutherbotsilve: #Climategate, the sequel - How we are STILL being tricked with flawed data on global warming: https://t.co/GQoYmyLHCx",758069 +Great Barrier Reef just the tip of the climate change iceberg https://t.co/T5lZNHIpAc,519052 +"RT @TheAtlantic: A 765,000-person study argues that climate change is already costing Americans sleep, @yayitsrob reports.…",173245 +@Independent @violencehurts While the Australian government remains opposed to renewables. Continuing to burn global warming coal.,906749 +RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,9631 +"dumbass racist, sexist, misogynist, lying and unqualified corn muffin who thinks climate change is a hoax.",186664 +RT @JayBaumgarten: Glad to see #DeadliestCatch teaching some of its viewers global warming is real with a reduction of available crab this…,818801 +RT @stephenro88: @Trump__Girl @realDonaldTrump dont tell that to Bernie Sanders who tweeted that climate change is our biggest worry right…,610128 +"RT @ksmainstream: .@KCStarOpinion: New EPA administrator & acknowledged climate change denier hired to protect KS,MO,IA,NE environment http…",200984 +"Murray Energy CEO claims global warming is a hoax, says 4000 scientists tell him so - CNBC https://t.co/S5uHkUlz84",946451 +RT @pwthornton: Imagine getting a perfect score on the SATs and then voting for a guy who claimed global warming was a Chinese hoax. Unlike…,588728 +"RT @HuijsmansTim: RT +We're already facing a global warming #extinction. https://t.co/xpF974A4yb",132012 +@KatTimpf The irony of the 'not so tolerant' and climate change believers to use 'bottled water' in an assault; the… https://t.co/ccxbgtIDEX,746803 +RT @alessandracatsi: Conservative groups shrug off link between tropical storm Harvey and climate change https://t.co/3aHgN8Bg0U,684358 +@alexinthedryer global warming is a concept created by and for the Chinese government,180750 +RT @BernieSanders: #ImVotingBecause the future of the planet is at stake. Hillary Clinton will combat climate change. Donald Trump thinks i…,997932 +The US is relocating an entire town because of climate change. And this is just the beginning https://t.co/rRa5kZJQ5r via @qz,291282 +Can combating climate change coexist with increased US oil production? https://t.co/gkEByfpjw8 https://t.co/kNRFydvXsi,865532 +"RT @Stinkybarbie: there are no facts in the global warming agenda, rebrand it all you want https://t.co/jNjy0nFsTE",937154 +RT @washingtonpost: Members of Congress met to discuss the costs of climate change. They ended up debating its existence. https://t.co/u1lo…,272540 +@zakomano him and his batch of extremists that don't believe in climate change lmao I love the guy buy seriously? 😴😴,28014 +RT @ClimateCentral: “This is the next stage in climate change liability litigation' https://t.co/jGyFKsMc1U,54105 +RT @agbiotech: #Plant scientists have developed #biotech maize capable of mitigating against the effects of climate change:…,677318 +RT @austincarlile: Maybe all of you that don't think climate change is real will disagree with this one too: https://t.co/qYAyKysi84,142298 +Isn't it fun to think that we all boutta die because of global warming and our president still thinks it's 'fake ne… https://t.co/HVrOsAYlu9,546152 +@PhillipCoorey Too little too late. Just let them keep their heads in the creeping sands of climate change. Pathetic!!!!,131990 +Nordic project will solve a riddle of dramatic climate change https://t.co/G03vTJ1keR @paul_v127 @ruth_mottram… https://t.co/h7TKvebvnD,930247 +The only thing that will really change global warming in the long run... #BjornLomborg #quotes https://t.co/VbG8y9hXjS,405814 +"Trump faces G7 squeeze on climate change, trade at Sicily summit https://t.co/TUve0qI4QF #worldNews https://t.co/DXVS9RwZif",849259 +RT @buddy_dek: Anti-Science: EPA chief says carbon isn’t a ‘primary contributor’ to climate change. Science says he’s wrong https://t.co/zY…,970178 +RT @EugeneCho: The reality of climate change impacts everyone but the truth is that poor communities suffer most...perpetuating the injusti…,775969 +The role food & agriculture plays has been almost entirely absent from written commitments on climate change. https://t.co/Mikcfqpgcp,251906 +"Trump is deleting climate change, one site at a time https://t.co/s5mAb0GeKQ #green #engineering",209894 +@CBSNews Also in today's news: Trump declares trees responsible for global warming.,82633 +RT @allegory_io: By 2020 1/2 of global #smartcity programs will include #sustainability & #climate change as KPIs - @btratzryan…,216329 +RT @ericgeller: It's happening: The White House has ordered the EPA to delete its climate change page. https://t.co/uZ4TSegfYi https://t.co…,147245 +RT @livelikelois: Are we still denying climate change??? Bc it's kinda warm outside.,375068 +"I'm all for trump, but this dumbass better start believing in climate change 😂",432029 +"The picture on climate change is not quite as bleak as some claim, says @_richardblack https://t.co/ReciIWNfzS via… https://t.co/ZbD6gzZcrS",681008 +RT @HouseScience: .@BjornLomborg on facts behind Paris deal:“the agreement will cost a fortune but do little 2 reduce global warming”…,985356 +RT @extinctsymbol: Almost 90% of Americans don’t know there’s scientific consensus on global warming: https://t.co/6jkPpRuyh6,83642 +"RT @CBSNews: Donald Trump says 'nobody really knows' about climate change, contradicting settled science on the issue… ",924379 +RT @RobHudsonPhoto: If we all light candles for hope it's going to contribute to climate change. Whereas cursing the darkness is carbon neu…,474657 +"RT @tan123: Of course climate change exists. Also, CO2 is NOT the climate control knob https://t.co/O4C111XxP4",966145 +RT @SethMacFarlane: HRC proposes installing half a billion solar panels by the end of her first term. Trump thinks climate change is a hoax…,943890 +"1/ Over on my work twitter (science org), so very dismayed to see that lots of nastiest climate change denier trolls are military personnel.",226367 +"RT @HI_GreenGrowth: mayors, cities offer 'best opportunity for dealing with climate change.' #honolulu part of @100ResCities to address…",60192 +"RT @voxdotcom: When we deal with food the right way, we can simultaneously feed the hungry and fight global warming, from…",893971 +"ReelectBernie: SenWarren: And the same day Tillerson dodged climate change q’s, ExxonMobil must turn over climate … https://t.co/rCaJA6OiCN",418543 +RT @greenpeaceusa: Did you miss the premier of @LeoDiCaprio's climate change documentary #BeforeTheFlood yesterday? Catch up here >> https:…,13358 +@yashar @jackshafer FFS - denying climate change and promoting mercenaries are NOT 'opinions' they're cankers on humanity,520619 +RT @hondadeal4vets: I will put an end to climate change,321598 +"RT @SenSanders: Will Scott Pruitt, a climate change denier who assisted the fossil fuel industry, combat climate change? Don't thin… ",741056 +RT @ClimateNexus: Trump meets with Princeton physicist who says global warming is good for us https://t.co/R0b9Wue4hl via @postgreen https:…,936461 +RT @PrisonPlanet: A bunch of Oxford elitists want to tax the food of poor people because 'climate change'. How about fuck off instead? http…,143146 +Dont people buy Tesla cars to protect the planet in their own way from effects of global warming? Lets destroy the planet cos we hate Trump,535965 +RT @JoyAnnReid: ...and given that the federal government is likely about to cease action on climate change and weaken business regulations…,281202 +"@realDonaldTrump You're the fake news. Based on data? Scared to release tax returns, no travel ban on Saudi Arabia, & climate change data?",165837 +RT @nfergus: Now I get why so many Republicans deny climate change. Rising ocean levels will submerge the Clinton archipelago: https://t.co…,613580 +RT @CoryBooker: This is terrible – companies causing deforestation that damages our environment & contributes to climate change: https://t.…,446237 +RT @Obaid_Obi_: Individuals should volunteer to the couse of reducing climate change effects. #ClimateCounts #PUANConference @PakUSAlumni,897909 +RT @WIRED: What a Trump presidency means for the global fight against climate change: https://t.co/JhDmByNpNP,35072 +"RT @WakeUp__America: In the Arctic, polar bears face a grim scenario due to climate change. Rising temperatures have caused sea ice to m…",334267 +"https://t.co/S9Up1jDg5k + +No one is talking about increase in solar output contributing to climate change. +@bbc",150295 +RT @emorwee: This exchange between a senior White House official and a reporter on climate change is.... not great. https://t.co/3R6WLV1bKZ,414005 +"https://t.co/mV9UPenX1U +The government says it's a lie, fake news, no such thing as climate change. Here you go!",691449 +RT @intlspectator: UNITED STATES: Trump is consulting on how to withdraw the US from the Paris climate change deal,586333 +G20 members meet Fri to discuss climate change. T chose to meet with Putin at that time & skip hearing challenges t… https://t.co/lGfJd8TdYL,805955 +RT @GovPressOffice: ICYMI: @JerryBrownGov discusses #Under2Coalition action on climate change with @ScotGovFM Nicola Sturgeon today:…,994946 +"@FoxNews LOL, in all this time I thought it was global warming",535234 +"@shauntomson The meat and dairy industries contribute to 51% of global warming, & non plant based diets are the leading cause of disease.",990339 +RT @PremierBradWall: Carbon tax even worse idea after US election. Last thing Cda needs is tax harming economy w/o helping climate change h…,245539 +RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,142285 +"@politico hmm, maybe some will be made up for by not throwing it at climate change. 1.3tr/yr? #backinblack",471258 +Join the resistance. Follow @AltNatParkSer for LL your climate change and Nat'l Park services. https://t.co/4sXOgYKFfK,181421 +Trump can't deny climate change without a fight - Washington Post https://t.co/svjFLXSXJM,804056 +RT @japantimes: Trump team memo on climate change alarms Energy Department staff https://t.co/ujlN1Ohcuz,250453 +RT @DrJillStein: Military spending is 20X greater than the budget for energy + environment. But the Pentagon says climate change is a dire…,422794 +"RT @NotAltWorld: .@NASA has released a photographic series called 'Images of Change' despite President Trump denying climate change. +https:…",896160 +RT @Better_4_US: #Democrats #Liberals Next 'nothing burger' for losing the election? How about climate change affected the polling m…,493299 +We *should* rely on good science — and 97% of climate scientists agree climate change is real and man-made… https://t.co/FOY693W6uU #Clima…,579107 +RT @gillymac02: Whether you believe in climate change or not it's common fucking sense that we can't live without clean water and oxygen??,853420 +"RT @nytimes: Scott Pruitt, the head of the EPA, said that carbon dioxide was not a primary contributor to global warming https://t.co/j3DZW…",661565 +"RT @MimsyYamaguchi: @ScottWalker Affordable Care Act, legalization of same-sex marriage, Recovery Act, Paris Agreement on climate change, m…",373413 +RT techjunkiejh:RT FastCoExist: Most corporate climate change pledges aren't strict enough to stop climate change … https://t.co/yJOOQuMXyE,962094 +Groups sue EPA to protect wild salmon from climate change https://t.co/3Wb7dq5i8E https://t.co/Xn74fjUjqt,41812 +"RT @NatGeoChannel: Watch #BeforeTheFlood right here, as @LeoDiCaprio travels the world to tackle climate change https://t.co/LkDehj3tNn htt…",504594 +@ABC @kathi728 damn climate change causing all the flowers to bloom.,507593 +RT @AJEnglish: Not all fur and waddles: This Penguin colony is at risk from climate change https://t.co/qZRyCS4WD4,210061 +RT @PiyushGoyal: India makes International Solar Alliance a reality. Solar-rich countries come together to fight climate change. https://t.…,287454 +@RealJamesWoods LOL! These are the same people that believe in global warming smh,536194 +RT @DCTFTW: @MrDash109 That's why the Hollywood elites & climate change millionaires are buying ocean front property. Give me a break. @Ro…,814693 +Press release: MEPs to participate in #COP22 climate change conference in Marrakesh: https://t.co/AjoCybpr3c @EP_Environment,400723 +"the sun is shining, global warming has stopped, I suddenly have straight A's, my skin is clea- https://t.co/O56WL793ix",397613 +RT @tyleroakley: if kathy griffin held up a globe on fire would barron think it's the real earth & donald then denounce global warming?? wo…,609991 +"RT @michelleisawolf: Congressman: god will take care of climate change. + +God: bitch I sent you scientists.",343360 +.@coachella's owner uses his money to support anti-LGBT causes and climate change denial https://t.co/bOfo1lDoYD via @UPROXX,519580 +"RT @sethstump17: Don't understand how human caused climate change can just be ignored like this, we should be taking more steps to help the…",631971 +"RT @WorldfNature: Economic inequality drives climate change, economist finds - ThinkProgress https://t.co/TjBDV0dvcy https://t.co/bR6zd0J4Sh",468411 +progressives absolutely LOVE science when it comes to global warming but absolutely cannot accept it in regards to gender differences,239916 +"RT @ashleycrem: If history repeats itself, Hillary will come out of hiding in about a year, with a beard and a movie about climate change.",937873 +Aung San Suu Kyi’s #climate change crisis: https://t.co/TVnwcOahmc My piece @SEA_GLOBE with @earthjournalism #Myanmar #1o5C #ParisAgreement,562422 +RT @MichaelGWhite: A new book ranks the top 100 solutions to climate change. via @azeem. https://t.co/htATI2bL1V via @voxdotcom,422498 +RT @CNNCreate: 'We should not leave anyone behind' @csultanoglu on future energy and climate change @EXPO2017Astana @UNDP…,88056 +RT @WIRED: Researchers were all set to study the effects of climate change in the arctic. Then climate change got in the way https://t.co/g…,370179 +RT @BernieSanders: 'The concept of global warming was created by and for the Chinese in order to make U.S. manufacturing non-competiti…,729780 +"After Obama, Trump may face childrens' lawsuit over global warming https://t.co/jOXdpBepEK https://t.co/9BAvb3J2ua",758644 +Interesting blog – the power of images to shape climate change perceptions @CarbonBrief @ClimateOutreach |… https://t.co/c2OGPDBIDC,965567 +Al Gore and others will hold climate change summit canceled by CDC https://t.co/bYxjJSWjDZ,327049 +"RT @DailyPsychologQ: From a survey of almost 30,000 scientists, 97% agree that climate change is caused by human activity.",973414 +"RT @UN: If properly managed, climate change action can lead to more and better jobs. @ILO info: https://t.co/o6Mgxasjkq…",109041 +RT @charliekirk11: Will it now be the policy of Disney to never fly on private jets since you are so scared of climate change? https://t.co…,457236 +From tiny phytoplankton to massive tuna: How climate change will affect energy flows in ocean ecosystems https://t.co/pgu9TnW4Tv,703005 +Bill Gates and other billionaires open climate change investment fund https://t.co/mpZJ9Lc3Mx,666461 +RT @SwannyQLD: Barking mad ideology in the coalition is the cause of our energy crisis because climate change deniers are running the Govt…,200379 +"RT @SadhguruJV: We think the biggest problem is global warming. No, it is population. +https://t.co/6Hdxw32ZDd +#WorldPopulationDay",800041 +RT @JustinTrudeau: Touching base with @EmmanuelMacron - we’re committed to addressing climate change & increasing trade to benefit peo…,645036 +RT @colincampbell: 'we need global warming!' https://t.co/bEgUYnMuDq,888342 +"RT @DerekCressman: Bay Area folks ain't cut out for heat. Get used to it, global warming is coming baby. https://t.co/Jk5DgKPWeq",308411 +Nato warns climate change is 'global security threat' as Donald Trump mulls Paris Agreement | The Independent https://t.co/nQmMMcWUIM,896890 +RT @dandangeegee_: climate change a guh kill we tpc,346042 +"RT @Unilever: Took #collective action on #GlobalGoals to end poverty, combat climate change, fight injustice & inequality #12ways… ",211349 +Record-breaking climate change takes us into ‘uncharted territory’. Stable popn can limit climate change victims… https://t.co/tRcemKQXkE,719119 +RT @jay_zimmer: Icebergs for global warming https://t.co/8ZYOZK4KfR,599794 +"RT @NickKristof: Well, this will stop climate change! White House proposes steep budget cut to NOAA, leading climate science agency https:/…",710238 +Good thing global warming isn't real right everyone? https://t.co/HdBWFIYNmJ,654615 +What does a Trump presidency mean for climate change? #Tech #TechNews https://t.co/ZxBRZR22rj,744157 +RT @UN: Starts today in Marrakesh: @UNESCO conf. on indigenous knowledge & climate change https://t.co/obyaU13EWR…,68991 +"RT @SophiaBush: Censoring our national parks, and scientific facts about climate change, Drumpf? Putin would be proud. #1A https://t.co/We…",62494 +"RT @ClimateRealists: Jim Pfaff: 30,000 Scientists say catastrophic man-made global warming is a HOAX https://t.co/2oescIoENA https://t.co/J…",119981 +RT @larryelder: 'This is why they call it 'climate change'' https://t.co/P24C05hCxt,858023 +RT @HalsallPeter: We are the first generation to experience the damage of climate change and the last one that can stop it. @cathmckenna @e…,470649 +"RT @DaniRabaiotti: You may have missed this, but Defra sneaked the 5 year climate change report out on Jan 18th without announcing it https…",824428 +RT @SaleemulHuq: A long way to go on climate change adaptation https://t.co/IjqpayKX9l,499614 +"RT @laurenepowell: We have the tools, minds, & motivation to address climate change now. Honored to address the global community leadi…",382254 +"RT @COP22: Akinwumi Adesina, the @AfDB_Group supports climate finance to adapt to climate change",927245 +RT @kurteichenwald: China is now explaining the history of climate change science/politics 2 underscore to Trump they didnt do a hoax. God…,63744 +RT @BBAnimals: please stop global warming.. https://t.co/S9db4KKKYg,175662 +RT @Adolfhibsta: Another warm day thanks to global warming https://t.co/JlqrEdxIZ1,808354 +Is there a link between climate change and diabetes? https://t.co/KJFw5TtHPt https://t.co/DNAyisYUVk,859015 +RT @JimVandeHei: Phrase 'climate change' scrubbed from NIH website https://t.co/9LZCeJRuXv,22385 +RT @TIME: Donald Trump's promise to reverse momentum on climate change hasn't stopped the Obama administration https://t.co/xk0JdHMtxe,245056 +"@UKLabour All governments (except 47) being too slow on climate change, please come out and show us you would ACT f… https://t.co/WyF4CfVUXU",237976 +"RT @Alex_Verbeek: �� ��‍�� ���� + +Talking to students on the importance of the #CircularEconomy and the impact of #climate change and…",884803 +RT @UN_News_Centre: #COP22: #UNSG Ban urges rapid increase of funding to address climate change. https://t.co/GzkhU6sl4C https://t.co/oqOw7…,107153 +RT @BigJoeBastardi: very very good point. If it misses everyone no one cares but if it slams someone it will be climate change point https:…,467496 +When Jimi Hendrix sang about climate change in 1967: https://t.co/NKpim6YEzX,935108 +"allkpop: Ryu Joon Yeol narrates EBS documentary about climate change +https://t.co/Sdk8eGfAMK https://t.co/tMM1ZyoHO2",835385 +RT @tveitdal: How to teach kids about climate change where most parents are skeptics https://t.co/DnJkZdUWII,345228 +RT @EmoLizzyMcguire: when florida drowns because of climate change https://t.co/zE7OHFIXqp,656751 +"@OchiDeedra I’m creating a new think tank for climate change, would you join and post your tweet also at https://t.co/u1UbQXLmrF ?",64369 +"RT @InxsyS: The real culprit behind climate change? +According to Rick Perry: 'The, um, uh, ocean waters and this environment that we live i…",822812 +"RT @cristiaaandiaz: Climate change and global warming is real +If our president won't do anything about it then it's up to us!!",893774 +"RT @AJEnglish: How to help those displaced by climate change? +https://t.co/aodvxtyRqb https://t.co/GIKa8theUD",300949 +I just joined @NatGeoChannel @21CF in combating climate change. Take action #BeforeTheFlood https://t.co/tE2DWywYJT,368266 +RT @issafrica: Top read | Land privatisation & climate change are costing rural Kenyans. https://t.co/eKvjwl7RKI https://t.co/Kd5rvbN3j4,762993 +RT @jankivelli: global warming is so real man.,364409 +RT @Koxinga8: Australia PM adviser says climate change is 'UN-led ruse to establish new world order' https://t.co/WWVR6fQPL7,165076 +Donald Trump cites global warming dangers in fight to build wall at his Ireland golf course https://t.co/3lXwRZ17UF via @YahooNews,845006 +We need a solid political cabinet in the White House who can stand up for climate change.,482039 +Why I actually like working in the insurance industry? B/c : No climate change skeptics ! https://t.co/BSaTIBjtqI https://t.co/acZ8YohfwX,934736 +"Daines on agriculture, climate change and Russia - NBC Montana https://t.co/NA5KViglHe",964388 +RT @deray: How climate change affects you based on which state you live in https://t.co/nh4HrLp8ix,57305 +Did you know that the use of human labor in farms conserves energy thus reducing global warming?… https://t.co/YNThEZ3lbV,955294 +It's not going to matter what bathroom ur trans grandson is going to be able to use bc they're going to drown to death due to global warming,64942 +RT @IBTimes: What do storms like #StellaBlizzard say about global warming? https://t.co/tMJrN9WRGx https://t.co/icBTU7qB6A,339722 +RT @alexberardo: Trump's plan to reverse all climate change laws is like ripping stitches out of an open wound so you can tie your shoe wit…,804326 +RT @JamesMartinSJ: Why climate change is a moral issue...and a religious one. https://t.co/Ca5ZtwIoJ4,196186 +RT @catfuI: The new president of america is going on trial for raping a 13 year old girl and doesn't believe in climate change,945210 +RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,910005 +"Funding for climate change research-->Funding for space exploration. + +So the plan is just to find a whole new plane… https://t.co/plD3bWOlqH",256047 +RT @MailOnline: Is global warming going to cancel the ski season? https://t.co/tasd3FxQcV,684487 +RT @WorkaholicBlake: if global warming isn't real then explain this https://t.co/O2czkMthBe,596984 +"RT @NasMaraj: Scientists: *global warming will make natural disasters worse* + +Global Warming *makes them worse* + +Y'all: GOD IS SENDING US A…",100902 +RT @WorldfNature: Green Party claims climate change 'bigger than Brexit' - BBC News https://t.co/rwbKKxF0Y3 https://t.co/hbixwF2DAi,555448 +RT @SenSanders: We have a president-elect who doesn't believe in climate change. Millions of people are going to have to say: Mr. T…,972459 +RT @lomehli: wow i can't believe climate change isn't real and obama is a muslim now,925684 +RT @blkahn: Reminder: it's not just about one country. We're all in this climate change thing together https://t.co/nsqFbnxz3X https://t.co…,331377 +"RT @justcatchmedemi: GlblCtzn: 'We must stand with every child who is uprooted by war, violence and poverty and climate change.'@ddlovato h…",326789 +RT @lifeaseva: Taking shorter showers and buying reusable bottles won't stop global warming. It's the main result of our agriculture demand…,649869 +RT @dimitrilascaris: Australian coastline glows in the dark in sinister sign of climate change: https://t.co/ParSUHiqfC #climatechange #kee…,447927 +@LKrauss1 Any chance the world's most brilliant psychologists can incept the reality of climate change into the head of Donald Trump?,162757 +@simplysune14 @RC1023FM some leader don't believe in climate change in especially when it don't change there pocket,121988 +Donald Trump likely to pull out of Paris deal: US states pledge to continue efforts to combat climate change -…… https://t.co/FkI7wbmHwM,876900 +"Letter: Working on the puzzle of climate change: Salt Lake Tribune: In early June, more than 1,000… https://t.co/ws5Z4ErRDZ #ClimateChange",428436 +RT @_IamLynn_: Dryspell ikipitisha 3months ni climate change.,980099 +RT @NYTScience: Republicans used to say 'I'm not a scientist' when confronted with climate change. Here's what they say in 2017: https://t.…,469400 +RT @MotherJones: Republicans beg their party to finally do something about global warming https://t.co/IxlSfrC1iO https://t.co/9yX20HSkjK,69303 +"RT @BarackObama: The Paris Climate Agreement is a big deal in the fight against climate change—and now, a big step closer to reality. https…",901450 +RT @FactTank: 49% of Trump supporters care not too much or not at all about climate change: https://t.co/HPmL385tJh https://t.co/eOaAdvWdAN,469091 +@TuckerCarlson @FoxNews Great debate with that guy about climate change. You won.,107745 +"RT @AHlMSA: Screaming 'adopt don't shop' & 'global warming' don't mean a damn thing if you fund animal ag. Own up, at least TRY not eating…",759608 +RT @rriproarin: @thisiswatt @PostMalone if you need proof global warming is caused by mankind you just have to listen to this heat! https:…,105104 +RT @kylegriffin1: Pruitt's office was so swamped w/ angry calls after he questioned global warming science the number was disconnected http…,937094 +RT @SenatorHassan: We need an Energy Sec. who will fight climate change & build a cleaner energy future. That's why I voted NO on Rick…,505536 +The Paris climate change agreements are a great place to work from as we move towards true sustainability. https://t.co/yUrHXEfDFc,166852 +RT @nytimes: Read the draft of the climate change report https://t.co/PbmYwShMTy,955751 +"RT @PoliticKels: Don't worry about global warming. We're going to build a new Earth, a bigger Earth, it will be the best Earth ever #TrumpN…",297133 +RT @powershiftnet: Millennials to @NYGovCuomo: are you brave enough to stand up to Trump on climate change & #SaveOurFuture?…,840457 +"RT @SamJamesVelde: It's 90 degrees in early November in Los Angeles, but you know ....according to Trump global warming and climate change…",246498 +RT @TravelLeisure: #GameofThrones' @NikolajCW and @GoogleMaps are showing climate change in Greenland https://t.co/62fD8d22Ic https://t.co/…,453796 +RT @ABCPolitics: UN Secretary General Ban Ki-moon says he believes Donald Trump will make a 'wise decision' on climate change…,752359 +@southern_raynes and CA political 'climate change' is happening... storm brewing (will always ❤️ this strong man in DC����,680137 +"RT @NYMag: The realities of public health, much like those of climate change, bedevil American conservatism https://t.co/BEXpkqmWVw",651615 +"Donald Trump set to visit France for Bastille Day, Macron will bring up climate change, trade issues https://t.co/8gXWQ6ILFX",34294 +[WATCH] Cycling naked for climate change - Eyewitness News https://t.co/dmhqcdX7lR https://t.co/358kgSihtq,566577 +UN meet calls for combating climate change on urgent priority https://t.co/hkImbvxy2b,546774 +RT @thehill: Trump admin tells EPA to take down its climate change webpage: report https://t.co/DE2Ps0Gzad https://t.co/04VmHUj4KO,672130 +RT @Drsinboy: Preparing our health professionals to combat climate change https://t.co/j9RAZ0a8m9 via @CroakeyNews,180963 +"RT @internetsmom: the floor is global warming + +u.s. government: +https://t.co/91cUZeyCcP",894127 +RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,818501 +"Pixar, now more than ever we need you to make a movie that convinces the normies about climate change",57049 +RT @evetroeh: Prediction: climate change will lead to the revival of the indoor shopping mall.,480533 +RT @elnathan_john: Everything from climate change to desertification from rustling to porous borders. From politicians to criminals. The ca…,249370 +"Begnotea enumerated indications of climate change. In the PH, he mentioned the increased arrivals of typhoons as one example.#SealSUMMIT2016",175803 +Due to climate change no doubt... like the climate of 'why should I give you something you sell me back for $200 a… https://t.co/M0epUjQJ0u,390055 +Donald Trump may face young people suing over global warming - The Sydney Morning Herald https://t.co/1BH5S2Mbqj,797992 +RT @AJEnglish: Will a Trump presidency set back the fight against climate change? Share with us your thoughts below #COP22,720945 +RT @ClimateDesk: There's one last thing Obama can do to fight global warming...and Trump wouldn't be able to stop it https://t.co/Smeql79AR7,538702 +"@swirlOsquirrel Smoke another joint, grab a tea, and get on with how Comey lost the election, our global warming. Ur entertaining.",526631 +China is taking global warming seriously. Shame about the US. https://t.co/BA9ShybgO2,233659 +RT @ClimateGuardia: 3 signs that the world is already fighting back against climate change - The World Economic Forum #auspol #springst ht…,288602 +"RT @activist360: IN 2017, IT HAS COME TO THIS: Scott Pruitt, Trump's top climate official says humans are not causing global warming https:…",810965 +#WorldOceansDay is a great day to learn about how climate change is affecting sea levels. ������ https://t.co/TbASIa64di,111100 +John Kerry says he'll continue with global warming efforts https://t.co/I6VAiQMjXK #science,528758 +#Brazil Rio's famous beaches take battering as scientists issue climate change warning https://t.co/5DLDxQMU3C https://t.co/L64KCKnxTy,564829 +Well done @elonmusk Enlightened America will rise to the climate change challenge despite @POTUS… https://t.co/3qyeJgqbus,538223 +"agriculture is bad we should stop agriculture because it causes climate change' + +me: go starve",39918 +"RT @RealAdamRose: climate change + +climate change + +climate change + +there's no politics if there's no planet. + +climate change + +climate change…",128542 +RT @CNN: No snow where there should be. Bleached anemones. Cracks in the ice. This is what climate change looks like:…,110687 +RT @ClimateReality: A1. We’re turning off our lights and starting conversations about climate change—and the power we have to solve it #Mak…,198596 +@jbendery Isn't the news here that liberalism is raising hysterics who think climate change is going to take forty years off their lives?,64585 +RT @realtimhess: Still can't believe that Donald Trump is a President who rejects basic science. 97% of scientists agree climate change is…,586728 +RT @DavidCornDC: So @Scaramucci is against the wall and for climate change action & gun safety measures. So why does he 'love' Trum…,223741 +RT @M_Steinbuch: #unbelievable: EPA chief Scott Pruitt says carbon dioxide is not a primary contributor to global warming https://t.co/Z6w5…,753397 +"@Linda0628 I'm glad to hear it! But it was flooded when that person tweeted, yes? I was RTing in the context of my climate change tweet.",290174 +RT @ajplus: Diplomats at the UN global warming summit are very concerned about Trump's stance on climate change. https://t.co/wZ6VbM60K8,542214 +Trump abolishes climate change in first moments of regime https://t.co/VeQrEkCskG,372837 +"RT @ErikSolheim: At the #R20AWS, talking with @Schwarzenegger about local action to fight climate change, and health and economic ga…",288012 +#IfinditFascinating that people still question climate change? Do you even science brah?,94780 +RT @sciam: Fifty-nine percent of voters want the U.S. to do more to address global warming. https://t.co/IkgORHI1bC https://t.co/TXkzRaMfkW,964126 +RT @lhfang: Jaime helped coal firms defeat Obama's climate change legislation. Worked for banks. No qs about his lobby career https://t.co/…,869801 +RT @BernieSanders: #ImVotingBecause the future of the planet is at stake. Hillary Clinton will combat climate change. Donald Trump thinks i…,366133 +RT @guardian: Want to fight climate change? Have fewer children https://t.co/cfEg31Wgt0,702070 +The case for collaborating on climate change https://t.co/MGYEn61fGH,407850 +"BlAme it on global warming!, Snow falls in SAHARA DESERT for only second time in living memory https://t.co/ImhhvVvMnM",681790 +RT @BernieSanders: #ImVotingBecause the future of the planet is at stake. Hillary Clinton will combat climate change. Donald Trump thinks i…,528548 +RT @SenSanders: If we don't address climate change there'll be more conflict over limited resources. We must listen to scientists not fossi…,830318 +RT @bogglesnatch: Independent study shows NOAA was right -- there was no global warming 'pause'. https://t.co/Onx0WqxxPY,720943 +EPA head Scott Pruitt may have broken integrity rules by denying global warming https://t.co/gO0OZ9H1HS,355391 +"#NewNBATeams @midnight + +The global warming trotters",910133 +@francoisd8000 They don't belong in captivity for our viewing pleasure ... but you're right global warming is another problem they r facing,644426 +Free trade helps to deal w/ impacts of climate change argues H. Lotze-Campen @pik_climate #T20blog… https://t.co/GeuOWlOUrc,892393 +Pretty afraid watching this @Heritage foundation briefing on climate change on @cspan 😂😂😂,147139 +New priests to learn about global warming as part of formation - Green - News - Catholic Online https://t.co/7i9WmAKrMh (NEW WORLD ORDER?),242092 +"@IndianaUniv Global cooling, global warming, oh wait.. Climate Change.. My tax dollars flushed down the FN toilet �� �� Ridiculous",337513 +"Well according to our lord and savoir Trump, global warming doesn't exist. + +And since we always know Trump is right… https://t.co/eGFr6Tz40p",442543 +"RT @RepRaskin: Proposed cuts to @NOAA would devastate climate change research and resiliency. Who's designing the budget, Vlad Put… ",331242 +RT @Phosphorus_ie: Conference to focus on manure management in battle against climate change https://t.co/Nk75izEM2p,697685 +Growing algae bloom in Arabian Sea tied to climate change - https://t.co/W6QReCj9Zx https://t.co/Us6ysUPPsJ,238142 +RT @alicemmilner: Palaeoecology tells us species constantly move w/ climate change.Policy needs to take long term future view to reflect th…,639271 +RT @SierraClub: California signs deal with China to combat climate change https://t.co/ysFmBeSUTI (@thehill),390876 +RT @deathpigeon: A silver lining to global warming. https://t.co/ZodblSJhoo,892822 +RT @ScotGovFM: First Minister met with the Governor of California Edmund G Brown. Joint agreement signed to tackle climate change.…,368716 +New post on my blog: What will Trump presidency mean for efforts to curb climate change? https://t.co/l7UDMTHrvP,391611 +@alison_rixon @SAPaleAle @JacquiLambie just like the irrational church of climate change persecutes skeptics today.,26366 +RT @Joelsberg: @IvankaTrump So NASA is correct about this but wrong on climate change?,830437 +RT @ClimateReality: We don’t have to choose between putting Americans to work and acting on climate change. Retweet if you know the US…,213126 +RT @SenSanders: We have a president-elect who doesn't believe in climate change. Millions of people are going to have to say: Mr. T…,421994 +"RT @RichardOSeager: @SteveBriscoe6 @MaryStGeorge @NZGreens So far none of the parties have adequate polices on climate change. +#LeftWithEno…",585939 +@TheWaiverHounds 'Yeah right! Let me tell you some more global warming...' https://t.co/9WzkMqseEM,475433 +"On climate change, Trump won't kill the planet - The Globe and Mail https://t.co/LyKmVstgDY",481193 +Panelist at #sustainableag deflects discussion of climate change. 'CLIMATE CHANGE IS REAL' shouts audience member. 😨😨,388001 +"RT @RICSnews: News | In the race to curb climate change, cities outpace governments. #WBEF https://t.co/eapT3jr7Ca",721285 +"RT @mwbloem: #DYK For each 1 degree of global warming, 7% of world will see decrease of 20% water resources…",395050 +@wesearchr i'm gonna go for the darkhorse candidate 'global warming',577469 +"#Nigeria #news - Satellite launched to monitor climate change, vegetation https://t.co/b37E5ISjS6",211607 +Can energy-efficient lightbulbs help Zimbabwe reach its climate change goals? https://t.co/YOHWKvMHIb https://t.co/gebJguc8pF,574907 +RT @BraddJaffy: The Trump-Putin meeting is taking place at the same time the other world leaders are discussing climate change https://t.co…,805807 +RT @Oldyella49: Seriously? They're endorsing someone that denies global warming. They should be ashamed. https://t.co/tbyRI6pWVF,661405 +"California Republicans join climate change fight, tell colleagues 'it would be foolish not to engage' https://t.co/Tu171Tk6Hr via @TheWeek",767832 +Veterans urge the White House to stand by our fight against climate change as senior advisers debate exiting the... https://t.co/lJiA8XJAR3,851400 +climate change. change the stairway Krystal.96x.,726350 +RT @bigmacher: #IWishICouldSpeedUp global warming. It's cold!!!,826614 +Now's the time: we need a strong #FTT that works for those hardest hit by climate change and poverty!,821952 +sun cycles and global warming' https://t.co/qEsfH7WFQ9,468095 +"RT @ClimateCentral: February was the second hottest on record, despite the lack of an El Niño, a clear mark of global warming…",225454 +RT @cnni: No snow where there should be. Bleached anemones. Cracks in the ice. This is what climate change looks like:…,937705 +"France regrets G20 meeting outcome on trade, climate change https://t.co/ziskKVWWJx via @Reuters",346504 +"RT @EricBoehlert: reminder: network evening newscasts this yr spent 125 mins on Clinton emails, 0 mins on climate change;…",372790 +"RT @verge: What 720,000 years of ice can tell us about climate change in the past — and the future +https://t.co/4Tnxcpx165 https://t.co/t0Q…",715616 +What is climate change? https://t.co/lL5BkLpDw6 via @DavidSuzukiFDN CO2 & #climate for dummies:,281080 +"Google:Malcolm Roberts' climate change press conference starts bad, ends even worse - The Sydney Morning Herald https://t.co/tmoQsV0PNa",361431 +RT @climatehawk1: Here's why #climate change would swamp Trump’s border wall – @climateprogress https://t.co/2MUr6MY4zm #ActOnClimate…,434867 +RT @ImranKhanPTI: Pak 7th most affected country by climate change. Apart from immed reforestation we must plan for clean energy today https…,425309 +Great Barrier Reef is A-OK says climate change denier as she manhandles coral https://t.co/7AEnNmizkn https://t.co/A3VaLfAypn,698813 +RT @StayHopeful16: Mike Pence gets buried for pretending he can’t understand the importance of climate change https://t.co/l50y1jp5Zb via @…,615023 +"@BofA_News I’m creating a new think tank for climate change, would you join and post your tweet also at https://t.co/u1UbQXLmrF ?",641 +"New York Times actually asked in a TWEET..' What’s a greater threat to Guam? North Korea, or climate change?' + ��Insane Liberalism!",937551 +RT @spectatorindex: IMAGE: New Zealand newspaper discusses climate change in article from 1912 https://t.co/uZhOybd0MK,133842 +"RT @SteveSGoddard: The whole 'climate change' scam is fake news, from top to bottom. The biggest fraud in science history. https://t.co/5kM…",252814 +@ElizHarball @SusieMadrak @exxonmobil @SuzanneMcCarron Didn't Exxon scientists do some of the original research on climate change?,575434 +"Everglades restoration report shows success, but climate change remains a challenge https://t.co/5iRYMwaBoi https://t.co/sbm8YPeCGr",242013 +RT @JustinCase02: @merz_steven No one with a brain who is honest believes man made global climate change. They even changed it from 'global…,206664 +RT @Super70sSports: Climatologists now believe global warming was dangerously accelerated by the Hall and Oates H2O album cover. https://t.…,399851 +"RT @ZachJCarter: Anthropogenic climate change immediately threatens food and water for 100s of millions of people. + +THE CAUSE IS RIGHT, AND…",104630 +RT @The_Win_Trump: Trump begins tearing up Obama's years of progress on tackling climate change https://t.co/kFTGzy7kZh https://t.co/GNatn2…,237325 +RT @CNNPolitics: Why climate change experts fear Donald Trump's presidency https://t.co/HrFP4c1qSH https://t.co/zvhRsjqrx6,814076 +It doesn't look like climate change is going to be stopping any time soon. #climatechange #globalwarming #science https://t.co/5qM0L3lbk6,438092 +RT @TPM: Fourteen Democratic state attorneys general warn Trump that he'll face litigation if he scraps climate change plan…,902087 +"RT @RedTRaccoon: #UselessScienceExperiments + +Using snow to prove climate change isn't happening. + +Support the #climatemarch activi…",845881 +RT @DennisWardNews: Grand Chief Stewart Phillip says Indigenous peoples are already climate change refugees. https://t.co/pTXWNxyqQs,93753 +"RT @MikeBloomberg: With partners like the EU, we're creating a path to victory on climate change. Great to meet w/President @JunckerEU…",746802 +RT @alertnetclimate: Can Finland's Sámi reindeer herders survive climate change and logging? https://t.co/w1IFiW0AQY @Fern_NGO #Finland htt…,545644 +If we could overturn global warming … how exiting would that be? https://t.co/0pZZV4GKZL,494858 +"RT @SamJamesVelde: It's 90 degrees in early November in Los Angeles, but you know ....according to Trump global warming and climate change…",744232 +"1969: By 2017 we will have flying cars, no global warming, high end technology. + +2017: https://t.co/YlAbClAiIy",518375 +DON'T FALL FOR GLOBAL WARMING @realDonaldTrump!! ->What's going on between Ivanka Trump & global warming guru Gore? https://t.co/gOc4Vt5nOb,673188 +RT @billshortenmp: Used to have fairly strong views on climate change too. https://t.co/yJN6twCzww,650394 +RT @NnimmoB: 'We didn't create the problem;but we have the solutions. ' - Indigenous women fighting climate change @Health_Earth https://t.…,579240 +The GOP absolutely believes in climate change. They just know we're fucked and are consolidating power before the coasts start to go under.,283548 +RT @BernieSanders: 'The concept of global warming was created by and for the Chinese in order to make U.S. manufacturing non-competiti…,964677 +I’ll build a man – we need global warming! I’ve said if Ivanka weren’t my office and you all know it! Please don't feel so,733088 +RT @SpiritualSmoker: it's absolutely disgusting how big of a problem climate change it yet nobody seems to give a fuck,795451 +RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,189822 +RT @HuffingtonPost: White House gives $500 million more to help poor countries fight climate change https://t.co/wHFynQk0zO https://t.co/pA…,554376 +RT @JunkScience: Trump in Jacksonville: 'We will cancel millions and millions of global warming payments to the UN.' #climate,83587 +"RT @71djt: What a headline. +Trump to name Scott Pruitt, Oklahoma attorney general suing EPA on climate change, to head the EPA https://t.co…",77193 +"RT @HuffPostPol: Thousands march in Washington, D.C. heat to demand Trump act on climate change. https://t.co/s3irCK2nZq https://t.co/EN1Px…",802848 +"@mench_ke I’m creating a new think tank for climate change, would you join and post your tweet also at https://t.co/u1UbQXLmrF ?",258627 +RT @amazonnews: 1/4 Amazon continues to support the Paris climate agreement and action on climate change.,665792 +"RT @AGBS2017: Green Building can help us limit global warming to 2 degrees – rather than 6 degrees +#AGBS2017 #AGBS2017FINALDAY",322201 +"RT @billyeichner: Head of the ENVIRONMENTAL PROTECTION AGENCY doesnt believe CO2 contributes to global warming, contradicting, oh ya… ",23535 +RT @MariaAlejAlva: @curvegawdess climate change isn't real tho right? i mean we have countries UNDERWATER and the western half of amer…,630135 +RT @BBAnimals: please stop global warming.. https://t.co/S9db4KKKYg,848949 +RT @ThisWeekABC: .@algore: Trump administration 'comes off as tongue-tied and confused' about climate change https://t.co/A9cSdVohZX…,802178 +@canberratimes For $100 per year per household we will ignore climate change???,203862 +"RT @latimes: Despite Trump's skepticism, nearly 200 countries pledge to keep fighting climate change https://t.co/YheWWAD9nz https://t.co/l…",239658 +"RT @JeffreyGuterman: #Trump has selected Myron Ebell, a climate change and global warming skeptic, to lead the @EPA transition team.…",456223 +RT @SenatorCarper: There are no alternative facts when it comes to climate change. And there’s no alternative planet. https://t.co/pyj3C9Jr…,586979 +"RT @hemantmehta: Don't worry, everyone. When President Trump does nothing about climate change, Florida will be the first to go.",474632 +@CRhodesTWilson heck with a high I want to solve climate change world hunger eliminate US debt create jobs & cure cancer only cannabis can!,651329 +"RT @ezraklein: All the risks of climate change, in a single graph: https://t.co/nvnr97cCDi",889489 +RT @cosmicaIly: When u ask him what the leading cause of climate change is and he says 'animal agriculture' https://t.co/Nx8ozn7oQU,725388 +"Huckabee on prioritizing terrorism over climate change: 'A beheading is worse than a sunburn' +Nothing says dumbass… https://t.co/dLLPLrd5g6",477844 +Why coal miners need a moratorium (but can't ask) | Climate Home - climate change news https://t.co/LFvWnIZ1cX via @ClimateHome,376894 +Best of Davos: How can we avoid a climate change catastrophe? Al Gore and Davos leaders respond… https://t.co/785AzHIa9f,402248 +RT @p_hannam: Hey @Barnaby_Joyce I hope you are listening to this excellent summary of climate change and WA farming: https://t.co/XnN0MUVK…,310164 +"RT @AssaadRazzouk: In the new new world, China lectures the United States about climate change and the importance of cooperation betwe…",130849 +RT @CattyTheDoormat: Although I think it's ludicrous that Trump is a climate change skeptic- there are ways everyone can do their bit to co…,374093 +"RT @paulapoundstone: If we don't like flooding, and it looks horrible, we'd better take global warming real fucking seriously.",481749 +Elon needs to not go to Mars because if we cannot solve climate change and capitalist imperialism we do not deserve to expand our reach.,463808 +"RT @KamalaHarris: From melting glaciers to rising sea levels, we can’t ignore the evidence—humans are contributing to climate change. +https…",288000 +RT @CNNPolitics: OMB Director Mick Mulvaney on climate change: “We’re not spending money on that anymore” https://t.co/uJ1zwwqhNH,845217 +"Everyone had to complain about global warming when we had nice weather, and this is what we get for it. Smh.",757316 +This statue in Berlin is called 'politicians discussing global warming'.. Retweet if #funny #reaction #lol https://t.co/kKxPilaUv9,262230 +@bbcweather hi is the high temperatures a natural occurrence or is it a consequence of man made climate change ?,167856 +RT @LangBanks: Finally got the perfect gift for Trump for his inauguration... Prince Charles’ new Ladybird book on climate change…,215975 +RT @guardianscience: ‘Moore’s law’ for carbon would defeat global warming https://t.co/x3MXzofik9,182510 +RT @harambaetista: good morning to everyone except everyone the bees are dying and we caused global warming we should be ashamed of ourselv…,396184 +RT @nowthisnews: Remember when we had a president who acknowledged climate change was real? https://t.co/zC3RNfEo3N,449083 +RT @pemalevy: He is a microbiologist. He's standing in the rain because politicians are ignoring science and global warming https://t.co/VQ…,627919 +"RT @NatGeoChannel: Watch #BeforeTheFlood right here, as @LeoDiCaprio travels the world to tackle climate change https://t.co/LkDehj3tNn htt…",944107 +@crabtrem Yes! Imagine all the money wasted. Trump's plan to ditch payments for climate change will save us billions!!,314291 +RT @PleasureEthics: We use the sea around Britain as a place to build on water & work out solutions to climate change #opendata #smartcitie…,907344 +It's midnight in November in colorado and I'm literally walking around in shots and flip flops. Don't tell me global warming isn't real.,380697 +"@JimW_in_NM “The Secret Society of Anti-AGW-ACC Cultism,” an organization that claims climate change is a hoax was… https://t.co/cK9ipreZTH",374602 +It was literally 96° in LA today in mid November & our future president doesn't believe in global warming...,568728 +RT @jamalraad: Sen. Jeff Merkley patiently exposed Rex Tillerson on climate change https://t.co/LKGOdkOQQd via @voxdotcom,32358 +RT @FXS_Finance_EN: PwC's 25 Fastest Growing Cloud Companies signal software climate change #All Finance #United Kingdom https://t.co/6fMV9…,358751 +RT @frankdpi: Obama takes a swipe at Trump over climate change policy - Daily Mail https://t.co/bTr3KGcqMo,601169 +"Merkel urges EU to control their own destiny, after Trump visit, climate change decision https://t.co/YiIs4NmnsX https://t.co/FNAlJ5gLcp",563515 +"RT @kevxnkvto: So we just gon act like the weather in 20 years ain gon be extremely unstable and global warming don't exist, bet",825374 +"RT @matthaig1: Believing in climate change is not left wing. It's just science. If you don't believe in it, that's because of your ignoranc…",401164 +Arctic ice melt could trigger uncontrollable climate change at global level | Environment | The Guardian https://t.co/6ATfKqSPG6,269512 +"RT @wwwfoecouk: Watch, share and #ShowTheLove 💚 with a RT because climate change risks so, so much - music by @Elbow +https://t.co/61Bag2UFsI",736903 +"Pope Francis appears in ‘climate change’ movie featuring Obama, Clinton, Leonardo DiCaprio https://t.co/cJPy80oDRQ",665185 +RT @GlobalMomsChall: A4: Collaboration is key! We need to work together to address climate change. #EarthToMarrakech https://t.co/KImvRjFcon,703493 +"RT @GSmeeton: The picture on climate change is not quite as bleak as some claim, says @_richardblack https://t.co/ReciIWNfzS via…",649176 +RT @VICE: What the future looks like with a climate change denier in the White House: https://t.co/957NwcUBbq https://t.co/cNoEW5AGRW,89747 +"RT @TomCBallard: Senator Malcolm Roberts on terrorism: + +'MUSLIMS ARE EVIL AND WILL KILL US ALL!!!' + +On global warming: + +'Everyone stop be…",801434 +"In executive order, Trump to dramatically change US approach to climate change @CNNPolitics https://t.co/s9XAj0tyHi",750936 +"Trump will be the only world leader who denies climate change, giving the United States the official title of Dumbe… https://t.co/oCuViLX4n4",62996 +"Hey, we are all fucked. Welcome to earth where it snows, rains, gets hot and where the people say climate change is a hoax",197941 +"RT @openDemocracy: With a climate change denier in the White House, what are the prospects for the Paris Agreement on climate change? https…",931726 +RT @scienceclimate: If anyone wants lessons on how to learn about climate change. It's here. ������ https://t.co/cpxsaxzjvr…,999411 +"RT @CBCNews: After Trump's Paris pullout, MPs line up behind climate change accord https://t.co/jyi0eFDQ9Z https://t.co/MpDOHKM1Kf",166179 +"@wraithburn I’m creating a new think tank for climate change, would you join and post your tweet also at https://t.co/5FRPWXpvU7 ?",415347 +RT @nowthisnews: Rick Perry is a proud climate change skeptic — but Sen. Al Franken is having none of it https://t.co/RjL95OtD0G,703334 +RT @elisewho: Hey remember that time that Donald Trump backed urgent action on climate change? It wasn't that long ago https://t.co/ciohQ43…,535633 +"RT @_K_N_Z_: It's not 'spring' you fools, it's global warming and it's boutta snow next week. #minnesota",848046 +"RT @ESQPolitics: China is now embarrassing the U.S. on climate change. + +How did we get here? + +https://t.co/y48vTaD0vW https://t.co/XxAfY2h…",26885 +"RT @Blubdha: @simonworrall Prince Charles; climate change is 'wolf at the door', mtg w Donald Trump mooted https://t.co/umeKlbTR7R via @tel…",656503 +RT @JulianBurnside: Senator Paterson skilfully evaded dealing with the major point: accepting the reality of climate change #qanda,876235 +"Retweeted Washington Post (@washingtonpost): + +Opinion: Phoenix heat, Tropical Storm Cindy show how climate change... https://t.co/7qWekKiYSa",253058 +@kumailn Isn't it amazing how people who don't believe in global warming or science trust & believe we can predict… https://t.co/0qpfVEfJoe,335901 +"@realDonaldTrump You don't have to believe in climate change to want cleaner air, water, and a healthy planet. Don't let pollution win.",486930 +"RT @LeeCamp: 44% of bee colonies died last year due to climate change/pesticides. When bees die, we die. ...But who's counting?",519709 +RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,751553 +"Ran a 5K in shorts. In January. In Pennsylvania. OOOOOook. Thanks, global warming. https://t.co/aJuga2tn1O",15916 +RT @hodgman: The New York Times should not have hired climate change bullshitter Bret Stephens https://t.co/0dn1OarWei via @voxdotcom,876083 +’hereTs another story to tell about climate change. And it starts wiht water | Judith D Schwartz https://t.co/vtKGCvhhlT,549489 +RT @FoxBusiness: .@realDonaldTrump: 'We will also cancel billions in global warming payments to the United Nations.' https://t.co/HxeORNHL5p,484787 +RT @Pat1066Patrick: Major TV networks spent just 50 minutes on climate change — combined — last year. https://t.co/XEBHh2Q86Y,339205 +"RT @robinince: J. Delingpole said 'liberal left have lost the battle against climate change', unaware that the acid sea won't just flood th…",293922 +RT @SierraClub: Women Mayors break the glass ceiling to tackle climate change https://t.co/RjV0YXhbVF via (@HuffPostPol),716370 +"RT @Greenpeace: The world is on fire. And if we continue like this, climate change is only going to make it worse…",121979 +"@DailyCaller climate change is doing as much good to our planet as bad. Better crops, less death, etc. We headed into cycle cold period",355364 +RT @Jon_Pantaloon: I swear if it's 80 degrees on Christmas again I will personally defeat global warming. Revenge is a dish best-served cold,652890 +"RT @zachhaller: 'You're going to die of old age +I'll die of climate change +I just lost 40 years life expectancy' + +https://t.co/3eAbvcJ4xF",736209 +@ScottAdamsSays 'Sci. consensus on man-made climate change is at same level as sci. consensus that cigarettes cause cancer. ' #persuasive,506571 +「環境がテーマの文章ででやすい単語２」 global warming：地球温暖化 greenhouse effect：温室効果 ozone layer/ozonosphere：オゾン層 skin cancer：皮膚ガン the Kyoto Protocol：京都議定書,874194 +RT @foe_us: 'A study of our electrical grid that fails to even mention climate change is barely a study worth reading.' https://t.co/zPVLup…,24852 +"@historylvrsclub How would of thought he would grow up to be an advocate for climate change, global warming crap!!!",960566 +"Apparently the elderly, poorly read & educated DJT nominates a politician who denies climate change to head NASA?! #FunnyTrump #FallofTrump",932863 +Perils of global warming could sink coastal real-estate markets - https://t.co/84tWCjc5X7,329246 +RT @abbymccartin: don't understand why some people think they have the luxury to not 'believe in' climate change lmao,339552 +"RT @semodu_pr: We should stop #climate change, otherwise climate change will stop us - #climatechange #future #Earth #Mankind #environment…",175017 +"Let's make this perfectly clear: CLIMATE CHANGE DENIERS should be called what they are: CLIMATE TERRORISTS. Yes, climate change is that bad.",605037 +"In Trump budget briefing, 'climate change musical' is cited as tax waste. Wait, what? - Washington Post https://t.co/4HsbpGgHBo",910328 +RT @Earthjustice: BREAKING: Trump to issue a sweeping exec order that will undermine critical action to fight climate change tomorrow…,379922 +"EPA chief says carbon dioxide doesn’t cause global warming https://t.co/DHazzs01iZ via @BostonGlobe + +https://t.co/pclxOFIysp. MARCH",620027 +RT @WhiteHouse: .@POTUS on how acting to combat climate change can help the environment and grow the economy: https://t.co/dLThW0dIEd,798220 +care about climate change' is one of the most useless phrases concocted. It can mean too many things. 1/? https://t.co/avZrKwXnwt,378654 +RT @mishacollins: Good point! @realdonaldtrump IS the candidate who might end global warming by bringing us nuclear winter. DON'T BE…,90310 +RT @slforeign: #Somaliland faces its worst drought ever but is still excluded from discussions on climate change. It's time to end…,660044 +Fighting climate change isn’t a “waste of money” — it’s a good investment https://t.co/v3sfqVOCHd via @Verge,143190 +RT @SethMacFarlane: HRC proposes installing half a billion solar panels by the end of her first term. Trump thinks climate change is a hoax…,350310 +RT @davidsirota: Remember how Gov. Jerry Brown just refused to back single-payer? Well now there’s this on climate change policy.…,743542 +RT @newscientist: Most people don’t know climate change is entirely human-made https://t.co/kbAPaoR3TZ https://t.co/JNAuLwESAp,66186 +RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,772331 +RT @guardian: Arctic ice melt could trigger uncontrollable climate change at global level https://t.co/AuNkUlVX3c,205514 +RT @kurteichenwald: China is now explaining the history of climate change science/politics 2 underscore to Trump they didnt do a hoax. God…,743938 +"If u aint concerned with global warming my nigga, u should be",534691 +@lakshmisharath mam r u also interested in the field of climate change ? Just asking,52110 +"@EcoWatch @ukycc @CANEurope @RebelMouse Meanwhile, no one in Utah believes in climate change",179889 +RT @BBAnimals: please stop global warming.. https://t.co/S9db4KKKYg,921175 +RT @thehill: EPA flooded with phone calls after EPA head denies CO2 role in climate change: report https://t.co/vOE1d0hMtD https://t.co/1wo…,516392 +Washington state youths sue government over climate change - The Mercury News https://t.co/4U7qkukSSW - #ClimateChange,967962 +And Mr #DonaldTrump says that climate change is a hoax! What a pity. https://t.co/dGNzeTrmg3,8838 +Mexico-sized algae bloom in the Arabian Sea connected to #climate change | Inhabitat https://t.co/WQ2AxM3eAo,192236 +RT @jay_zimmer: Icebergs for global warming https://t.co/8ZYOZK4KfR,212983 +Surprising that @EPA has not changed the content 'Humans are largely responsible for recent climate change' yet.. https://t.co/4HVVn7yEMh,203985 +Beginning of the youth conference on climate change and REDD + @ONG_AIDEPur # Copmycity225,710768 +@karaisshort It's a legit question as global warming has changed our environment,524220 +"@VP @POTUS @NASA @NASA_Johnson So, the VP doesn't believe in climate change, that people are born LGBT, or that birth control (1/2)",750797 +"RT @JaredWyand: Mon: 'Hey Al, stop by Trump tower & pitch me climate change' + +Wed: 'Hey Al, I'm gonna nominate the guy who thinks you're fu…",964888 +"RT @StationCDRKelly: Tragic day yesterday with the passing of Piers Sellers, astronaut classmate, friend, and champion of climate change… ",969489 +RT @AmericanVoice_1: Surveys find 97% of #ClimateChange experts believe global warming is real & human activity is the main cause. Do you t…,178619 +"@PatriciaRobson9 @cenkuygur Their messages of being pro climate change, pro gay rights, pro immigration reform, pro gun control not enough?!",704138 +RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,132174 +Pretty sure we are about to see George blame penguin shit for global warming any minute now.. #QandA,46263 +RT @BernieSanders: 'The concept of global warming was created by and for the Chinese in order to make U.S. manufacturing non-competiti…,817449 +RT @Greenpeace: Happy 2017! Let's make it the year for stronger action on climate change: https://t.co/eHVVy2NULg #PeopleVsOil https://t.co…,870810 +RT @MuqadessGul: I assure you that I'll be the voice of climate change in the Senate. - Senator Mushahid Hussain Sayed @PUANConference #Cli…,233755 +"RT @GLOBE_Nigeria: 2/2)..of acting to mitigate climate change is real and cannot be ignored,”- @BarackObama @SPNigeria #NigeriaGreenEconomy",609080 +"@touchofgrey9 ⚡️ “Apocalypse bunker for seeds gets flooded by global warming” by @anchor + +https://t.co/sM9DRkLxV2",981674 +RT @SenSanders: We have a president-elect who doesn't believe in climate change. Millions of people are going to have to say: Mr. T…,417942 +RT @ChinaUSFocus: Follow to learn more about how China and the U.S. plan to combat detrimental climate change. https://t.co/VLo5nZ1PmM http…,992917 +"Documentary explores how climate change is impacting Yosemite +https://t.co/rJbqNhv8L4 https://t.co/ZiHXVfQ7Dr",84796 +@StormhunterTWN @weathernetwork I'll bet everyone is happy we have global warming. Imagine how much worse could this have been?,346872 +RT @Fusion: America is about to become the only country in the world with a leader who doesn’t think global warming is real.…,631393 +RT @sajeebwazed: #Bangladesh demonstrates coping with #climate change as #CoP22 talks begin https://t.co/4LJ45mwvmn,340881 +RT @ajplus: Leo takes on climate change skeptics: “You might as well not believe in gravity.â€ https://t.co/v8EdagKObD,216823 +RT @Andrew_Marcus21: @MLoParis @BeverleyMaxwe15 @Jane9873 True but he also is a global warming scam promoter & appeaser and booster of I…,182348 +RT @PeterGleick: The @nytimes replaces '#climate change dissenter' with 'denialist.' Thank you for reconsidering key word choice. https://t…,567946 +RT @SethMacFarlane: HRC proposes installing half a billion solar panels by the end of her first term. Trump thinks climate change is a hoax…,141268 +U.S. Energy Department balks at Trump request for names on climate change - Reuters https://t.co/6d8mAMmfFS,684612 +#fragrance #beauty #fashion The powerful smell of pine trees and climate change https://t.co/XaCUsIhY3J,687469 +RT @Crapplefratz: I've been saying the same thing about 'man-made global warming' for decades. Glad to see you're finally coming arou…,702863 +RT @BernieSanders: 'The concept of global warming was created by and for the Chinese in order to make U.S. manufacturing non-competiti…,286035 +"RT @kellykvee: Science may say climate change exists and here's how we can stop it, but philosophy says why climate change is bad and why w…",284067 +"RT @Pinboard: In both cases, a millenarian obsession with End Times prevents work on actual problems: climate change, ethical problems of m…",458157 +United states engagement with african partners on climate change hydroelectric energy ppt The United States has worked closely with ...,834117 +RT @CNN: How cities across Africa are fighting the effects of climate change https://t.co/zcSZtTsIuP (via @CNNAfrica) https://t.co/DRzqJd2F…,255010 +RT @Independent: Government to 'scale down' climate change measures in bid to secure post-Brexit trade https://t.co/Up9Gd9kvut,797499 +@z0mgItsHutch CNN is the result of decades of boiling down rhetoric to the point where climate change is debated by pundits on air,646377 +"RT @sjredmond: Hey Jerry Brown,climate change deniers are solidifying their support. The Koch Brothers Are Pulling Trump's Strings. https:/…",940776 +RT @abcnews: Westpac's new climate change policy is bad news for #Adani's Carmichael mine in Queensland #ausbiz…,195519 +RT @vornietom: If climate change isn't real then what the hell is up with this turtle https://t.co/HfyZQPzBAr,993798 +RT @SenSanders: We have a president-elect who doesn't believe in climate change. Millions of people are going to have to say: Mr. T…,364112 +"RT @cinespia: Happy Birthday @LeoDiCaprio +Thank you for standing up for climate change and human rights. ✌ï¸ https://t.co/k3Ytjn1Rha",197836 +"RT @Planetary_Sec: ���� + +Four-star veterans urge Trump-government to continue U.S. support for combating #climate change…",245546 +"RT @FilmFestList: At Sundance, Al Gore says storytellers can rally the fight on climate change - https://t.co/5hchr3VwhB… ",365759 +Hawaiian Airlines joins international climate change study - https://t.co/W6QReCj9Zx https://t.co/BVU9nsAoGg,896324 +@RMaintainers @mary122514 0bama /9/11/2001 global warming climate change carbon trading scam..killing off 1142 peop… https://t.co/xik2rwNyF9,351010 +"EPA chief: Trump to undo Obama plan to curb global warming | @scoopit https://t.co/TWiPVmS04w + now you can breath more carbon dioxide.",502504 +"RT @latimes: Despite Trump's skepticism, nearly 200 countries pledge to keep fighting climate change https://t.co/YheWWAD9nz https://t.co/l…",332354 +"RT @mike4193496: Bill Nye is protesting Donald Trump. +No one cares about Bill Nye. Old old news. He's a hoax just like climate change & th…",484950 +"@EPA @EPAScottPruitt @WashTimes Humans on the verge of causing Earth’s fastest climate change in 50 million years +https://t.co/6fJMS1WHeX",37265 +"RT @PajaritaTW: no, Alicia. los grandes perdedores son los latinos, los q luchan contra el climate change, los indocumentados, los…",202025 +RT @ChrisCuomo: Notion that all advisers who helped make this decision never discussed global warming with Potus? Come on. https://t.co/sh…,886374 +"RT @CECHR_UoD: Benefits far outweigh costs of tackling climate change - say economists +http://t.co/FvZS45Bidc http://t.co/alfK8fFezb",180486 +@NoahCRothman Problem here is many believe envir regs shouldn't be left to states. Country should act in unison to threat of climate change,687405 +"@EWErickson Is all the data -- polls, election results, alleged global warming -- manipulated? + +What, other than God's Word, is trustworthy?",298447 +RT @BjornLomborg: Don't blame climate change for the Hurricane Harvey disaster – blame society https://t.co/8IKqtsgdfl via @ConversationUK,9338 +"RT @Independent: 80,000 reindeer killed due to global warming melting sea ice https://t.co/n3602Dt8gm https://t.co/mPQ1pNaRep",982971 +RT @EricHolthaus: Just something to keep in mind: A President Trump would halt most efforts to tackle climate change. Not much point of any…,328782 +RT @newsbusters: CNN took a break from conspiracy theories about Russia to promote Al Gore’s conspiracy theories about climate change. #alg…,208788 +Come on china enough of your global warming conspiracies!!!!,477780 +RT @Amazing_images: Here you can see who the victims of global warming are ... https://t.co/NuZDI1Hloy,941588 +RT @CivilJustUs: How do they expect us to care about global warming with all this penguin on penguin crime?? https://t.co/HypysWHvVV,576611 +"@bravenak @smcvea When global warming REALLY hits, somehow climate change deniers will overnight shift gears and bl… https://t.co/CrWBdE61Np",947570 +"@highwaystarzo 1 of the benefits of global warming & international terrorism,is that more people are holidaying in England,ill drink to that",997910 +RT @emmaroller: A climate change skeptic running the EPA is now a reality https://t.co/8JUq66p1Qz,74986 +"RT @ULTRAVlOLENCE: Interviewer: 'What do you think about global warming?' +Melania Trump: 'Hello... He's kind he's strong, he's a great... c…",496365 +RT @JulianCribb: Stephen Hawking has a message for Trump: Don't ignore climate change https://t.co/11SUBs0VlH,502482 +"Finally, Paris climate change agreement designed by crooks- #Trump is not buying this crap https://t.co/afS8vBckLs",961810 +"RT @GovMarkDayton: Today, Gov. Dayton joined the #USClimateAlliance, joining Governors across the U.S. to address climate change…",94242 +RT @scienceclimate: Do you teach climate change? Join the climate curriculum project. @edutopia https://t.co/cpxsaxzjvr #lessons…,183339 +"@FoxNews @brithume @POTUS shut it down & arrest or fire all of these Democrat saboteurs, their 'climate change' hoax & lies end right now",780613 +RT @whosanto: if global warming is real why my girl cold hearted,658499 +RT @Doughravme: The only way States can fight against climate change is 2 work around the treasonous authoritarian conman in the WH https:/…,144485 +I believe in Mr. Trump about as much has Mr. Trump believes in climate change,485804 +"In Trump's America, climate change research is surely 'a waste of your money' https://t.co/wMgxASPhmz",265961 +"RT @CarolineLucas: One single mention of climate change, with no detail at all. Nothing at all on air pollution. Total environmental failur…",974437 +RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,430035 +RT @miel: if you are not wanting to 'get political' consider this - trump's actions re: climate change will render this plane…,906357 +RT @alyshanett: 92 degrees in November... da fuq?? But climate change isn't real... 😒,327332 +RT @Fusion: Why the scariest response to climate change is finally being taken seriously: https://t.co/jPL6QR5n54 https://t.co/LlgQFlVIly,460921 +RT @PrisonPlanet: A bunch of Oxford elitists want to tax the food of poor people because 'climate change'. How about fuck off instead? http…,493471 +RT @UN: #WorldOceansDay: Crisis beneath the calm of Seychelles as climate change threatens coral reefs #SaveOurOcean…,16241 +RT @clareshakya: Denying denial: time to arm ourselves with facts & shore up ambition to tackle climate change @IIED @andynortondev https:/…,58712 +17 U.S. communities are actively relocating due to climate change. Upwards of 13 million Americans will be at risk… https://t.co/DVoRZ5ZrD8,816270 +"RT @elimeixler: .@AJEnglish appears to have taken down a heinously anti-Semitic tweet about climate change denial. +Cuz deleting me…",910551 +RT @pettyblackgirI: Well considering her husband doesn't even believe in climate change the 'gift of nature' won't be able to heal sick…,771337 +"RT @TonyKaron: 'Do you now, or have you ever believed that climate change is caused by human activity?' https://t.co/RnHCvwRrAI",573204 +"RT @Scout_Finch: It's climate change and saving the planet and mankind, not picking where to vacation. https://t.co/SeYz8wWGWm",367907 +"@RVAwonk + +That's the guy who brought a snowball into the house floor and said it was proof that global warming wasn't a thing, isn't it?",372518 +@DavidCornDC @MotherJones does he know there's a difference between weather and climate change or does he lump them together? Oh right...,639437 +"RT @CLMTBerkeley: Head of EPA denies carbon dioxide causes global warming – video: Scott Pruitt, the new head of the US Environmental… http…",474666 +RT @washingtonpost: EPA chief pushing governmentwide effort to question climate change science https://t.co/x0g3CwNlrR,648482 +RT @JGreenDC: The most polarized on the issue of climate change scored the highest on assessments of scientific literacy https://t.co/6LNDm…,143860 +RT @insideclimate: Gov. Jerry Brown warns Trump that California won't back down on climate change https://t.co/CO0p9PU3Fd,114275 +"RT @USMC_DD: Questions Trump never answered +Obama's wiretapping evidence? +Did Russia hack? +Is climate change a HOAX? +Why no cameras @Press…",358451 +"RT @xanria_00018: You’re so hot, you must be the cause for global warming. +#ALDUBLOSTinLOVE @jophie30 @asn585",576988 +"@darrenrovell pollsters 👎Like the deniers of climate change. +They have no clue!",346022 +"RT @globalnews: “In Paris, we came together around the most ambitious agreement in history to fight climate change,” Obama said. https://t.…",533375 +RT @sloat24: Damn I wish global warming was this good when I was a kid so I coulda trick or treated in 70 degree weather,887942 +RT @rabihalameddine: Trump calls global warming a Chinese hoax. Clinton emails.,643526 +"RT @AstroKatie: In case you were wondering: no, 4 years of US-led inaction on climate change will not go well for the planet. Now is when i…",435200 +RT @KeepsinItRealz: I blame global warming and something about gay wedding cakes. https://t.co/x4L2JN2ark,73621 +RT @highimjessi: America's new president doesn't believe in climate change and thinks women who have abortions should be punished. Welcome…,430733 +"Trump just had to do it...stared at eclipse without glasses. Scientists said NOT to , but they believe in climate change so must be false",187712 +RT @therealroseanne: #Obama's bullshit has caught up w him: global warming is caused by radiation from Japan's nuclear accident which he ha…,216777 +"RT @HillaryClinton: 'If you believe in science and that we have to act on climate change, then you have to vote!' —Hillary https://t.co/jfd…",236330 +"Scott Pruitt, the head of the EPA, said that carbon dioxide was not a primary contributor to global warming https://t.co/PFgvJgbMNV",615817 +"Nicholas Stern: cost of global warming ‘is worse than I feared’ + +https://t.co/6w3nouwg3V",279661 +@BadAstronomer @Syfy How about we study global warming on some hypothetical expoplanet. Those Earth studies are just to provide a baseline.,515797 +My one request: during all the coming coverage of the hurricane please make a note of how often you hear climate change mentioned.,846929 +"RT @Bentler: https://t.co/iB1xnJDJKi +A man who rejects settled science on climate change should not lead the EPA +#climate… ",927705 +Humans Caused 100% of the Past Century’s Global Warming - Unnatural Causes 100 percent of global warming over t... https://t.co/KvzPmEJfBI,337882 +Must-watch: Leonardo DiCaprio's climate change movie 'Before the Flood' - https://t.co/qJQxWXN6aF https://t.co/W75wlPjKz1,651214 +"RT @_Makada_: Sahara Desert gets first snowfall in almost 40 years, but the fake news media told me global warming is real! + +https://t.co/L…",751056 +"RT @Hope012015: Trump to undo Obama plan to curb global warming, EPA chief says https://t.co/RME4KwJ5iQ via @BostonGlobe",248125 +They aren't bright enough to understand. I will translate. 'Tattoo Kardashian iPhone8 herbal enema climate change s… https://t.co/76uYPGh3do,659759 +First two paragraphs are loaded with bullshit about climate change and forced carbon tax.. this government has got… https://t.co/KoEgsFZLGf,44797 +"RT @cleanh2oaction: Scott Pruitt misled the Senate at least 3 times abt climate change. As a former baseball player, he should know wha… ",798117 +RT @Niki_London: Not surprised. This is a man who thought global warming was propaganda. https://t.co/uA5lozZR5Q,638313 +New Post: Global warming causes Alaskan village to relocate. How to stop climate change before it’s too late https://t.co/pzKU7Ubom8,204555 +RT @ClimateTracking: Why is #women participation and engagement important in climate change work both in policy and grassroots level?…,540417 +RT @michaelhallida4: 97% of scientists told the LNP climate change is real and happening so Josh Frydenberg say COAL will save you. Morons…,352057 +"RT @SuzanneWaldman: 'Activists, treating climate change as a problem validating their policy goals, contributed to climate skepticism.' htt…",799088 +"Getting used to the snow in Tabuk, KSA (desert) was weird but snowing 190km north of Riyadh? We have serious global warming issues- Wut even",934720 +"The longer we wait to take action on climate change, the more difficult and expensive it will get:… https://t.co/xjzE7XXmp4",529609 +RT @albertasoapbox: Why a #C02 tax? I would like to see the Alberta #PCAA have a public discussion on the science of global warming. C02 la…,358662 +"RT @UberFacts: President-elect Trump has selected Myron Ebell, a climate change skeptic, to lead his Environmental Protection Agency transi…",704245 +Trump-fearing scientists remove 'climate change' from proposals - https://t.co/Pl8D4zh0Ve,932974 +"£1.5 billion for climate change denying creationist anti-abortion, anti-science, homophobic fraud and terror enablers.",531048 +Deny climate change and stop protecting our nation's natural spaces. This is how we make America great again. https://t.co/rMQD6YKklU,71743 +"RT @ThePoke: #recap 23 amusing signs to distract you from the perpetual doom that is Brexit, Trump & climate change… ",767345 +Group says Nigeria needs 2.4m litres of biodiesel daily to meet climate change… https://t.co/qSCg7iwHcV #EnergyNews,530839 +RT @NRDC: G7 leaders blame US for failure to reach climate change agreement in unusually frank statement. #ParisAgreement https://t.co/dbX…,815047 +"RT @MissLizzyNJ: Blizzard Warning: A bunch of snowflakes will try to shut this trend down and replace it with muh global warming. + +❄️��❄️��❄️…",128752 +"RT @joostbrinkman: Cost of climate change: World's economy will lose $12tn unless GHG's are tackled. Thats $12,000,000,000,000 #ActNow http…",39654 +RT @KvanOosterom: Celebrating entry into force of #ParisAgreement to counter climate change with #SIDS colleague PermReps hosted by…,132905 +"RT @samgeall: China understands the need to mitigate climate change. But also: wants to move into position of technology leadership, restru…",116459 +I admire the irony of David Koch being a major sponsor of NOVA while at the same time pushing climate change denial.,165532 +called global warming a hoax perpetrated by the chinese' I'm wheezing pls watch this https://t.co/UfiPVNyYGb,502758 +RT @mitchellvii: Americans are even less worried about Russia than climate change.,284295 +RT @SaleemulHuq: Need to invest in long term capacity building to tackle climate change instead of sending fly-in and fly-out international…,29769 +RT @YaleE360: Botanist plans to use unique biodiversity of Appalachia to save plants from climate change & boost region’s economy https://t…,818671 +RT @LeeCamp: A 1991 Shell Oil video shows they KNEW about the dangers of climate change all along [WATCH] https://t.co/ikn9y3NU7m,201465 +Does Trump getting elected mean global warming isn't real? Find out tomorrow at our annual Flat Earth Society Convention,663088 +Scientists say climate change is causing reindeer in the Arctic to shrink - The Week Magazine… https://t.co/KqKE89sIF4,184683 +@ChrisMBassFTW I'm surprised more businesses haven't parted ways with GOP due to the religious nutters. Denying climate change?! Bonkers!,281280 +RT @mttmera: Dry ice will save global warming thanks dayjah,496917 +RT @bencaldecott: Mark Carney: firms must come clean on exposure to climate change risks | Business | The Guardian https://t.co/kBGGOIDWN3,229445 +RT @drewepting: How about that global warming folks,906993 +"RT @PoliticKels: Don't worry about global warming. We're going to build a new Earth, a bigger Earth, it will be the best Earth ever #TrumpN…",734003 +RT @TIME: 'This is the pivotal moment in the fight against climate change' https://t.co/IWaQ77MD3f,970888 +RT @CharlieDaniels: I cant remember if Al Gore invented the internet before or after he invented global warming,75892 +RT @YourAnonNews: Why don't people understand Exxon Mobile and the Koch Brothers are funding the narrative that climate change doesn't exist,829171 +RT @newscientist: It just got harder to deny climate change drives extreme weather https://t.co/dbI8WdX0fW https://t.co/AKvQVfjmTg,487955 +"RT @Jackthelad1947: Wild weather & climate change #StopAdani #keepitintheground #auspol #qldpol #science + https://t.co/UCLs3zB3Pb",127968 +World leaders duped into investing BILLIONS by manipulated global warming data https://t.co/iLEtQKfB14 … https://t.co/n4pUAYxXER,274632 +RT @MaryCreaghMP: Theresa May should use her meeting Donald Trump to tell him that climate change is not a 'hoax'. https://t.co/J0xzYRBYag,731069 +"@donttrythis I hear this a lot in my part of the country, show me recorded data showing evidence of climate change from 1000 years ago.",221632 +@JenniferGrayCNN @hm5131_massey Of course one candidate believes in the science of climate change the other dismisses it.,769168 +RT @realLO2017: @realLO2017 If 'global warming' is #real then why do we have so many snow days? China is responsible. Sad!,641285 +"RT @GeorgeTakei: Pope Francis gave Donald a copy of his climate change encyclical & a treatise on progressive economics. + +Hope he included…",454883 +@POTUS @realDonaldTrump Donald most intelligent speech on 'climate change'... https://t.co/ixYhB4CbLy,821566 +Moroccan vault protects seeds from climate change and war #RABAT #Morocco #seedbank https://t.co/RO9t0IK4HQ https://t.co/7FqCCuyFqT,314629 +RT @CivilJustUs: How do they expect us to care about global warming with all this penguin on penguin crime?? https://t.co/HypysWHvVV,82988 +"RT @JoshButler: I went to Antarctica with @TomCompagnoni for this massive project on climate change, science and exploration… ",696785 +RT @naheinyaar: Find yourself a guy who cares about global warming and the bees dying,797805 +RT @washingtonpost: Analysis: Hurricane Harvey and the inevitable question of climate change https://t.co/k3sRVeamO9,525201 +"#ClimateChange #GIF #New #world, green, earth, waiting, sign, sitting, climate change, soul… https://t.co/j6qZUpV3R1 https://t.co/KjOSdnyrcI",599152 +"@luisbaram @EcoSenseNow rule #1 of climate change alarmism, the current year is always the hottest on record.",466357 +RT @GadSaad: imply that I am a climate change denier BUT it does imply that I don't believe that my soccer injuries were caused by climate…,191679 +RT @sierra_markk: Happy Earth Day! Stop denying climate change! Science not Silence!! I love earth!,777617 +"RT @tveitdal: G/: Trump’s colleagues want to change his instincts on climate change, but few can predict how he might react…",3581 +RT @NRDC: Flat-out denial of accepted science: Pruitt says he doesn't agree CO2 is a primary contributor to climate change. https://t.co/NP…,176471 +RT @UCSUSA: Will fossil fuel companies join in fighting #climate change? https://t.co/zQk51TivZE #CorporateAccountability https://t.co/2Doj…,188510 +RT @postgreen: The quest to capture and store carbon – and slow climate change - just reached a new milestone https://t.co/J73phLV7de,852019 +RT @SenSanders: We have a president-elect who doesn't believe in climate change. Millions of people are going to have to say: Mr. T…,687573 +RT @SethMacFarlane: HRC proposes installing half a billion solar panels by the end of her first term. Trump thinks climate change is a hoax…,1499 +"RT @DaniNierenberg: 'Let's give the next generation agriculture that protects soil, promotes biodiversity, fights climate change.â€ -K.…",687976 +RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,815050 +RT @ajplus: Is this deal to fight climate change too late? 😕 https://t.co/e76UJNCYN8,670948 +"RT @davatron5000: A climate change denier as head of EPA. +A creationist as head of Education. +A Nazi-inspired database for Muslims. +Ugh. Th…",321255 +@EPA Scott Pruitt wants to set up opposing teams to debate climate change science https://t.co/Mz1LWpIsBc,683149 +RT @Thomas1774Paine: How bout you refund the billions you've stolen in federal grants to fund your portfolio. Real climate change: To yo…,157906 +"RT @MarkDiStef: Yes really, Australia’s senate set aside one hour to debate “the disputed theory of global warming' https://t.co/71ryMJkDbX",723426 +"@erinisaway if you're able to turn a blind eye to climate change & consider it an issue for thirty years down the line, you're very wrong.",977979 +RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,693058 +"RT @suzlette333: A million bottles a minute: world's plastic binge 'as dangerous as climate change' #Pollution #ClimateChange +https://t.co…",917095 +"RT @MDSebach: If by 'climate change experts' you mean 'catastrophic climate change cheerleaders' or '...partisans,' their fear is…",197950 +RT @InfoDesign_Lab: We discuss how to communicate climate change with @bjornhs and Espen Larsen @klfep @unioslo https://t.co/LWK3jojtDY,812383 +It's the beginning of November n I'm wearing jeans n a t shirt n sweating but y'all still think global warming doesn't exist ðŸ¸â˜•ï¸,122505 +Ice core samples used for climate change research melted after freezer failure https://t.co/1zoDcSJdYV,913830 +"this year is snowing more in USA/canada/europe and sahara desert than other years, i can agree with trump that global warming is hoax xD",286098 +"@Sluttela not this year apparently, global warming kill us all",76092 +Badham favours workers (coal jobs) over climate change (too much fossil fuels) - 'jobs save nature' or some such b… https://t.co/V4JeXLDO8u,544534 +"RT @explicithooker: me: Leo come over +Leo: i can't im busy +me: my friend said global warming isn't real +Leo: https://t.co/kveRTYlpIi",370160 +"RT @Tomleewalker: u talking about tackling climate change + +▶ ��──────── 23:07:42 + +u talking about the environmental effects of animal ag + +▶…",527515 +"As climate change heats up, Arctic residents struggle to keep their homes #Arctic https://t.co/SM9eYMZ9Z4 #Arctic",617472 +RT @climatehawk1: Insurers count cost of #Harvey and growing #risk from #climate change | @reuters https://t.co/eyZXdWtyUT…,177127 +RT @TheAuracl3: Vice President Elect Pence just confirmed an anti-LGBT agenda is definitely on and Trump appointed a climate change…,173098 +RT @AnimalBabyPix: The effects of global warming https://t.co/NV3eFwBk6D,328325 +"From Oslo to Sydney, #cities are leading the way in setting ambitious goals to curb climate change. https://t.co/FnyNUb8k2G",443275 +RT @RogueEPAstaff: EPA has taken down its climate change website. #climatemarch #altgov https://t.co/qp8CBvZQB0,662169 +RT @NowaboFM: Now @POTUS will change his opinion: climate change may not be invented by China - but by Japan. Great stuff.…,745784 +3/ objective journalism sticks to facts: 'science says climate change is real' - and avoids ascribing motives etc.… https://t.co/u1fsUDQ4xE,877890 +RT @pleatedjeans: Santa gives coal bc the North Pole is cold af he's trying to speed up global warming in 100 years his workshop will be be…,129486 +Scientists just published an entire study refuting Scott Pruitt on climate change: https://t.co/GG2xjz0fz7,57431 +RT @thehill: EPA removes climate change page from website amid 'updates' https://t.co/LeALQozE8L https://t.co/7uch58zYUH,184494 +RT @Fusion: America is about to become the only country in the world with a leader who doesn’t think global warming is real.…,653677 +"@FCPSMaryland We have to have a snow day tomorrow, with global warming we won't have many left. Fit 'em in while you can right?",77414 +RT @LodhiMaleeha: I was honoured to deposit Pakistan's instrument of accession to the Paris agreement on climate change at UN today. https:…,766841 +RT @nature_org: World leaders reaffirm their commitment to climate change and the #ParisAgreement. https://t.co/q6dKopWrSo https://t.co/BMp…,340443 +"RT @rootsinterface: i love being queer, supporting women & poc & their rights, believing in climate change & evolution & basic science, aid…",331063 +@GregHands @tradegovuk Agreed. Does the forecast account for works required for global warming preparation/ resilie… https://t.co/uC88QGCnvi,560136 +RT @GreatGasScam: #FossilFuel driven climate change disaster yet #auspol throw our $$$ at their mates in #Shale #CSG #GAS. Smacks of…,791454 +1 News • '‘Fight against climate change is a moral obligation’' via @233liveOnline. Full story at https://t.co/j7W89CP1NS,804182 +RT @RichieBandRich2: 75 degrees in Chicago on November 1st...global warming but aye it's bussin,996054 +"RT @NewsHour: What a Trump administration could do on immigration, health care, climate change & more in his first 100 days. https://t.co/Z…",997577 +"Pruitt’s EPA office deluged with calls after he questions science link between human activity and climate change~ +https://t.co/u1mXTADByw",678955 +politico: Merkel's visit this week will test whether allies can persuade Trump not to blow up their efforts on global warming… …,146227 +RT @GEMReport: Both teachers and students need to learn about climate change and its underlying causes #COP22…,299148 +"#EPA chief Scott #Pruitt: Carbon dioxide not a primary contributor to global warming https://t.co/OU0IWzeYG1 +#Embarrassed as a country yet?",964213 +G20 finance ministers ditch anti-protectionist pledge and #climate change commitment after US opposition: City AM https://t.co/kg2Lz6IxpP,703910 +"RT @cbcasithappens: Canadians help U.S. scientists protect climate change data: +https://t.co/xdeifq0G7l https://t.co/mC1QEozHTf",651805 +RT @Reuters: EPA chief unconvinced on CO2 link to global warming. Via @ReutersTV https://t.co/eeG5RieyTY https://t.co/l67L0dr6AZ,360112 +RT @MBlackman37: #ChrisChristie successfully getting tan is proof global warming exists.,554929 +Obviously the scientists behind the global warming conspiracy have calibrated these plants incorrectly. https://t.co/Z4oHmf3REn,460850 +@spacealienzz & people here still have the nerve to say global warming isn't real !,266567 +"RT @jedrlee: Hey girl, are you climate change? +Because I'm going to ignore you until you fuck me.",988459 +RT @climatehawk1: China blames #climate change for record sea levels | @Reuters https://t.co/zmKndsamHI #globalwarming #saveourfuture…,54960 +@AlwayzB_ the problem here is.. what is the long run when we cut funding to the EPA and climate change destroys the planet,262128 +Having a phone without a headphone Jack will be like having a president who doesn't believe in climate change https://t.co/8dOaodLoxO,390911 +"@YogiBabaPrem @FOTCangela @CNN @DrJillStein Well if you voted Jill, how's climate change going for ya among other t… https://t.co/hau4lGqJrq",663234 +@helenhuanggg @joyceala it's a waste of wood and causes global warming tho. Killing trees for no reason,207607 +#bbc US diplomat in China quits 'over Trump climate change policy': The Beijing-based envoy… https://t.co/7UlFff6210,166012 +"RT @charliejane: It's definitely true that fiction should be dealing with climate change way more, but there's been some great stuff: https…",215025 +RT @jameshupp: Batteries are great but the best way to fight climate change is to elect 70 or so additional Democrats to Congress. https://…,819232 +"seriously, though, would saying 'climate change is an alien conspiracy' really be any sillier than denying its existence completely",738464 +"As climate change heats up, Arctic residents struggle to keep their homes #Arctic https://t.co/H2w6cStnUy #arctic",152114 +@POTUS @NWS oh and global warming arming is fake news right?,812759 +China tells Trump that climate change isn't a hoax it invented https://t.co/rVm8xZR6Pv via @business,249602 +"RT @DavidParis: ahaha the ALP are saying, fresh off their approval of Adani, that progressives need to work together on climate change. FFS…",802862 +RT @jamespeshaw: A strong Green heart in the next progressive govt means ambitious climate change legislation in the first 100 days https:/…,713304 +The entire global warming mantra is a farce. Enlist in the #USFA at https://t.co/oSPeY48nOh. Patriot central awaits… https://t.co/Qb5F99nDKF,577367 +RT @Channel4News: .@LeoDiCaprio calls on citizens to vote for “people who believe in climate changeâ€; @realDonaldTrump has called it…,491349 +RT @ATBigfoot91: Hey MAGAs: how stupid are you when 100K PhD.s tell you global warming is caused by CO2 yet you never even heard of…,652650 +"@televisionjam issues of unemployment, infrastructural & economic development, climate change, social intervention programmes & civic pride.",967930 +RT @davonmagwood: When you believe global warming is fake news. You do dumb shit like this. https://t.co/V8tiREQfvy,900531 +im howling at these global warming memes but for real im acctually worried about the environment https://t.co/xTBy9fRiSv,869994 +RT @wef: 7 things @NASA taught us about #climate change https://t.co/Gxxm61F2iB https://t.co/xvmMjzUWWZ,677812 +RT @SenSanders: We have a president-elect who doesn't believe in climate change. Millions of people are going to have to say: Mr. T…,576783 +RT @NYtitanic1999: Boris Johnson thinks no one should tell Donald Trump he's wrong about climate change https://t.co/4Zfs2u6mKt https://t.c…,401607 +RT @benandjerrys: We've come too far to back down now. We must continue to fight climate change and #KeepParis. Join @ProtectWinters…,935016 +RT @TheInfidelAnna: Im not willing to change my lifestyle because of climate change. I dont care. I want ISIS wiped out #MAGA…,743175 +"RT @GhostPanther: Biggest loser tonight is the human race. Cause climate change is gone as an issue in Trump America. + +THIS IS A HUGE DEAL.…",966359 +You know who doesn’t care about climate change? Everybody. #GetReady https://t.co/3CgxfwUGPp,208243 +RT @elonmusk: @TheEconomist ... on how to address threats of climate change. They do require a global response.',332009 +"RT @1followernodad: parent: I'd do anything for my children! + +Scientist: here's how to stave off climate change so your children can stay o…",486157 +RT @leepace: Bali. The mud under mangroves hold one of natures best solutions to climate change. Blue Carbon Solutions.…,343615 +RT @bvdgvlmimi: completely normal. climate change is absolutely a myth. nothing to see here folks let's keep pretending the world i…,462164 +RT @thinkprogress: TV coverage of climate fell 66 percent during a record-setting year for global warming https://t.co/uliCapYn4e,407405 +RT @LeeCamp: 44% of honey bee colonies died last yr due to climate change& pesticides. 90% of great barrier reef has died. When bees &ocean…,931719 +@a2controversial BTFO global warming conspiracists,642445 +"@TwitterMoments 'Uh......fake news! Ain't no such thing as climate change' + +- A republican, somewhere in America.",940529 +UC Berkeley researcher debunks global warming hiatus - SFGate.. Related Articles: https://t.co/WskgTLf1vw,693850 +RT @richardbranson: Everyone from Sir David Attenborough to Rex Tillerson knows climate change is critical: https://t.co/m5BWwat5Hu https:/…,846956 +RT @MDBlanchfield: Al Gore thought Trump ‘might come to his senses’ on climate change. Nope. - The Washington Post https://t.co/B1m76WmtGA,999669 +RT @sophiaxemily: Obama has spent time creating a plan for climate change issues and it's gonna go down the drain bc TRUMP THINKS GLOBAL WA…,256463 +"RT @craigtimes: Jack Black calls @FLGovScott 2x about #Florida's lack of action on #climate change, can't get thru https://t.co/xpRzEHpONy…",37534 +@HuffPostPol - We all know climate change is real.,930321 +"RT @CapitolAlert: As Trump appoints climate change denier to EPA transition team, @JerryBrownGov doubles down on climate change fight https…",495749 +Wow......the Chinese are soooooo good at this climate change 'hoax' smh....... I sure wish our next president had a… https://t.co/FPmpm5uYS4,363368 +"Stopping global warming is only way to save Great Barrier Reef, scientists warn: Improvements to water quality or… https://t.co/EmoIfnzRWB",482774 +RT @WinWithoutWar: Rex Tillerson funded climate change deniers for 27 years despite Exxon’s knowledge of climate change in 1981. #rejectrex…,968706 +RT @michikokakutani: The Arctic is undergoing an astonishingly rapid transition as climate change overwhelms the region. via @sciam https:/…,984473 +Al Gore offers to work with Trump on climate change. Good luck with that. - Washington Post https://t.co/kn4RGZw1B1,537348 +RT @obliviall: «Il concetto del global warming è stato creato dai cinesi in modo tale che l’industria manifatturiera Usa non fosse competit…,511380 +"RT @mcarrington: SHOCK: The 'Father of global warming', James Hansen, dials back alarm https://t.co/vHKoqtuKXP #FAKEGlobalWarming… ",74611 +"@criticalthinkrs @nlingua @realDonaldTrump you mean saving some Americans job , focusing more on economy than climate change maybe",714843 +@BreitbartNews 93 million a day??? That would probably solve the 'climate change' issue.,83398 +RT @business: China tells Trump climate change isn't a hoax it invented https://t.co/eWVQtI28t3 https://t.co/7qV3RfzTTE,953071 +@Not_a_rake1234 @AnaBulger2 @KgiardenKaren @jjauthor @KevinPlantz don't make stereotypes. She might believe in some kind of climate change,644182 +RT @ingridfcnn: More #Science facts adding to body of research on #climate change. Perilous warming increase in #oceans.…,636836 +Rex Tillerson made Trump’s position on climate change seem like a hoax https://t.co/adb6oek74b,591233 +"Under Obama, national parks tweeted about climate change. + +Under Trump, they tweet about shit. https://t.co/kANnVpZj9F",479785 +"RT @SenSanders: When climate change is already causing devastating harm, we don't have the moral right to turn our backs on efforts to pres…",366080 +@iainkidd Genocide and mass rape are more horrific and evil. Irreversible climate change is potentially more catastrophic. Apples/oranges.,86880 +"RT @CSUBiodiversity: Conserving natural sounds is an important, yet often overlooked practice, especially as climate change alters the s… ",285987 +@kerrence Good thing climate change is a liberal hoax and weather won't continue to get more and more extreme going forward,560727 +"If global warming doesn't exist, then why did club penguin shut down?",248082 +RT @corpsemap: you know who was really good at science? the oil company guys who figured out climate change in the 1960s. didnt help much,53406 +"RT @ddlovato: #IVotedBecause I believe in equality, we need comprehensive immigration reform, I am pro-choice and global warming IS real. #…",152769 +"RT @SenBookerOffice: In May 2016, Scott Pruitt said the debate over global warming “is far from over.” 97% of scientists & a majority of… ",953075 +How informed are you on climate change? Take the quiz and find out. https://t.co/bHqs83HQ70,798231 +RT @DmitriMehlhorn: Phrase 'climate change' scrubbed from NIH website https://t.co/G0NPCCwAR2,596716 +"Trump's transition team crafting a new blacklist—for anyone who believes in climate change + +https://t.co/NhzeA2RcLG",496433 +"RT @J_amesp: Thankfully, America's autocracy will be short lived and the world we know will be killed by climate change before we repeat th…",68652 +RT @altUSEPA: 75% of extreme heat events now attributed to climate change. https://t.co/TW5MMWQmIx,415102 +RT @k_leen022: let's just keep pretending global warming isn't a thing and enjoy the 60 degree weather in january 👍🏼,247580 +The bigger pictture: combining #climate change reduction #policies with ensuring #humanrights https://t.co/ycY0soFWbP via @ecobusinesscom,739680 +"RT @InvestWatchBlog: Trump killed Obamas, Merkel & China's global climate change initiative today. ( The Paris Act) - https://t.co/POwlb1n6…",467608 +"RT @TheReel_in: Watch, absorb and act upon Leonardo DiCaprio’s dire warnings on climate change in ‘Before the Flood’ https://t.co/7NpajBFLrG",120848 +@JodieMarsh How do you feel about Trump's denial of climate change though? He says one of his first jobs will be to cut funding...,799462 +RT @kshaidle: .@ClimateDepot meets up with @SheilaGunnReid at the UN climate change confab in #Marrakech #COP22... #MAGA https://t.co/aHUiL…,580292 +"RT @ZachTBott: Global warming and climate change isn't real, so fuck the earth amiright??",943835 +"RT @jfberke: Bloomberg has a message for Trump on climate change. + +https://t.co/84G5pzeUwN",990402 +"Climate talks: 'Save us' from global warming, US urged https://t.co/uwHvPMeE5l #BBC",955360 +Why didn't Theresa May make a PUBLIC declaration about Trump's climate change u-turn? https://t.co/3I7N1OqVhI via @MidWalesMike,947963 +"@sidharth_shukla well, after your contribution at global warming phenomena you owe to humanity a kind of compensation ����������",784748 +RT @MichaelSpenc72: Questions about climate change ? This gif says it all. Retweet. https://t.co/YrdNU6eYig,502914 +"Harvests in the U.S. to suffer from climate change, according to study https://t.co/96EpDPwTIt https://t.co/NHdC7alKOz",365296 +RT @ClimateBook: Call US EPA administrator Scott Pruitt +1 202-564-4700 and tell him global warming is real and is due to CO2 emissions.,158992 +Oil & gas as part of the solution to global warming: materials. Read https://t.co/rg5sqrlkfG,471246 +David Hempleman-Adams urges climate change action after Arctic voyage https://t.co/sTIJ402RFO,345671 +@Dad613 @democracynow @mgyllenhaal nuts is ignoring climate change so you can keep greedily polluting.,687199 +"Charlie Clark talks Uber, climate change and fentanyl at mayors' meeting with Trudeau https://t.co/n1pUtHZsVY #uber",321723 +"RT @ddlovato: #IVotedBecause I believe in equality, we need comprehensive immigration reform, I am pro-choice and global warming IS real. #…",174439 +RT @FollowTheVegan: People who care about climate change: one of the biggest factors a person has personal control over is eating vegan. ht…,442391 +RT @ClimateTreaty: Mangroves and marshes key in the climate change battle - Huffington Post https://t.co/y1W5N3SvIo - #ClimateChange,750827 +"@RaylaKrummel Lmao I believe that to but not about this, if you believe global warming isn't real then you're wrong… https://t.co/PkvTKhG39K",171801 +RT @rabiasquared: And climate change has much to do with this. Pruitt is helping dig this grave. https://t.co/58dXCQ0wHW,165677 +SPPI is a green advocate and helps in the preservation of more trees to help curb climate change. https://t.co/ClawMrUPJJ #exteriorpainters,563428 +"RT @sydneythememe: Donald trump, the now president of the United States...... does not believe in global warming ðŸ˜",464821 +The unthinkably high stakes for climate change that we’ve completely ignored this election https://t.co/jItgZUnfKs via @voxdotcom,116432 +"Latest climate change scare story: Rising oceans to produce '2 billion climate refugees' by the year 2100, alarmis… https://t.co/mq9Iv2omaw",204331 +"RT @jedrlee: Hey girl, are you climate change? +Because I'm going to ignore you until you fuck me.",644706 +"RT @ABCPolitics: Trump team compiling names of Energy Department staff who worked on climate change policies, document shows… ",305351 +RT @NYTScience: Want a real snapshot of Trump's climate change policies? Take a look at the proposed Energy Department cuts…,731500 +"@MauritsGroen @Standplaats_KRK Ye-, men denkt aan abrupt global warming zelfs- en dan zijn we mega-fucked, en snel ook",17208 +RT @Thomas_A_Moore: polar bears for global warming https://t.co/6AITzjHapC,19337 +i think the day i understand why many people don't think climate change is real is the day i die,8755 +"RT @PeterHeadCBE: +40C never been recorded in UK, but could quickly become common with climate change. Also drier S Coast,wetter West. http…",133797 +@climateguyw This hot is nonstop - thanx climate change. We have weathered enough heat for the summer-at least rain… https://t.co/DJbZnWJZOK,255140 +RT @mcnees: Periodic reminder that Trump is a hypocrite who knows that human-driven climate change is real. https://t.co/s0KMY79Wk3,627021 +RT @PhotograNews: Meet the woman using photography to tackle climate change - The Independent https://t.co/cryWp9tIeh,914045 +#weather King County among US hotbeds of belief in global warming – The Seattle Times https://t.co/k73QzA3xX6 #forecast,763365 +RT @grist: Major TV networks spent just 50 minutes on #climate change (COMBINED) last year https://t.co/Wm8OGXEN1b https://t.co/RFXvU56uum,655183 +RT @tweetotaler: Today's @PLOS Reddit AMA: #scicomm researchers answer Qs on science literacy and climate change. https://t.co/SRDwdDvhVW #…,773911 +"When asked about climate change, Hillary Clinton stated that she will 'Deliver on the pledge' President Obama made to combat global warming",411123 +RT @benmekler: It's 91 degrees in mid-November and the president-elect wants to cut 100 billion dollars in federal climate change spending,125139 +Watching Bill Nye the Science Guy special on climate change. One dude just leaves us 15 more years to survive. Doomed,647348 +RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,335490 +"Shrinking glaciers are ‘categorical evidence’ of climate change, study says https://t.co/Nd58nlqfjF",660005 +"RT @ULTRAVlOLENCE: Interviewer: 'What do you think about global warming?' +Melania Trump: 'Hello... He's kind he's strong, he's a great... c…",612647 +RT @Complex: .@BillNye on climate change under Trump: 'Maybe the world will end' https://t.co/KPW3tq2082 https://t.co/NzK32hWIxg,53118 +"@CNNPolitics @cnnbrk taking money from the little people cant fix global warming, its a ponzi scheme to steal from poor to give to liberals",402290 +"Tackling climate change doesn’t cost the Earth, and Britain is the proof, writes Michael Howard @guardianopinion… https://t.co/8VrTy58tmb",954816 +RT @ClimateRealists: Three Cheers: Another US agency deletes references to climate change on government website https://t.co/yvhm28dBRt,285572 +pnwsocialists: Microbes in soil are essential for life and may help mitigate climate change via /r/climate … https://t.co/bV7LDB5RnC #just…,682172 +RT @GlennKesslerWP: The Trump administration just disbanded a federal advisory committee on climate change https://t.co/t8LenfJl5S,229711 +Older politicians that deny climate change are too old to care. It's time for politician change.,17840 +"RT @SteveSGoddard: 'for the last four decades the global warming industry has been almost wholly under the control of crooks, liars, ....'…",959088 +RT @ClimateChangeB: Guest Opinion: Time to act on climate change #ClimateChange https://t.co/4ijOsrYEZz,638708 +RT @alexwagner: The areas of the US that will be most disproportionately affected by climate change are red states in Trump Country: https:…,940588 +@SenSanders scientists disagree in means of dimension not in means of origin of global warming and climate change as such.,288271 +RT @a35362: Scientists explain apocalyptic effect of Trump pulling out of the Paris climate change agreement…,961513 +Just watched Nat Geo's documentary about climate change! #BeforeTheFlood #FeedTheMind #BeInformed,46205 +RT @kazahann: & this will be their pretext for Iran 'US Navy emphasized that climate change poses a threat to national security.'https://t.…,27319 +RT @ScienceNews: What’s the cost of climate change for your county? https://t.co/K6dXuOdebc,634943 +"RT @BrittanyBohrer: Brb, writing a poem about climate change. #climatechange #science #poetry #fakenews #alternativefacts https://t.co/RpUs…",895714 +"2016: the year climate change came home: During the hottest year on record, Karl Mathiesen travelled to Tasmania… https://t.co/WwSrJQfvMg",875167 +RT @loop_vanuatu: Pacific countries positive about Fiji leading the global climate change conference in November. https://t.co/PIPRndhkYd,78329 +"RT @xanria_00018: You’re so hot, you must be the cause for global warming. #ALDUBLaborOfLove @jophie30 @asn585",867455 +RT @chloebalaoing: climate change is a global issue that's only getting worse. eating plant based is the least amount of effort that h…,470892 diff --git a/Advanced_Classification_Predict-student_data-2780/train.csv b/Advanced_Classification_Predict-student_data-2780/train.csv new file mode 100644 index 00000000..780dd8c5 --- /dev/null +++ b/Advanced_Classification_Predict-student_data-2780/train.csv @@ -0,0 +1,18241 @@ +sentiment,message,tweetid +1,"PolySciMajor EPA chief doesn't think carbon dioxide is main cause of global warming and.. wait, what!? https://t.co/yeLvcEFXkC via @mashable",625221 +1,It's not like we lack evidence of anthropogenic global warming,126103 +2,RT @RawStory: Researchers say we have three years to act on climate change before it’s too late https://t.co/WdT0KdUr2f https://t.co/Z0ANPT…,698562 +1,#TodayinMaker# WIRED : 2016 was a pivotal year in the war on climate change https://t.co/44wOTxTLcD,573736 +1,"RT @SoyNovioDeTodas: It's 2016, and a racist, sexist, climate change denying bigot is leading in the polls. #ElectionNight",466954 +1,Worth a read whether you do or don't believe in climate change https://t.co/ggLZVNYjun https://t.co/7AFE2mAH8j,425577 +1,RT @thenation: Mike Pence doesn’t believe in global warming or that smoking causes lung cancer. https://t.co/gvWYaauU8R,294933 +1,"RT @makeandmendlife: Six big things we can ALL do today to fight climate change, or how to be a climate activist… https://t.co/TYMLu6DbNM h…",992717 +1,"@AceofSpadesHQ My 8yo nephew is inconsolable. He wants to die of old age like me, but will perish in the fiery hellscape of climate change.",664510 +1,RT @paigetweedy: no offense… but like… how do you just not believe… in global warming………,260471 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,295793 +1,"I do hope people who are vocal about climate change also powering their homes with renewable energy, like @GoodEnergy",763719 +2,"RT @tveitdal: We only have a 5 percent chance of avoiding ‘dangerous’ global warming, a study finds https://t.co/xUBTqNxhkK https://t.co/of…",454673 +1,"RT @Alifaith55: Oh. My. God. + +Trump's Government removes climate change page from EPA website hours ahead of #climatemarch + +https://t.co/9z…",41161 +2,"Fossil fuel giant ExxonMobil ‘misled’ the public about climate change, Harvard academics conclude https://t.co/ofc2WSu4EX",658092 +1,RT @GlblCtzn: 'I don't wanna live forever – and nothing will because climate change' ����️�� @taylorswift13 @zaynmalik https://t.co/TuI64Zk9gV,319524 +1,"RT @jackholmes0: Issues scrubbed from https://t.co/T1VZSO9N7G today: Civil rights, climate change, LGBT, healthcare… ",698009 +1,"RT @patagonia: If our elected leaders fail to approach the environment & climate change as serious issues worthy of urgency & action, it wi…",490604 +1,RT @SenSanders: We have a president-elect who doesn't believe in climate change. Millions of people are going to have to say: Mr. T…,228658 +0,"Calum: *tweets abt reunitingish w the cast* +-sees replies begging him to come to their countries- +Calum: *goes back to rting climate change*",547924 +1,"RT @c40cities: 46 C40 Mayors, representing 250M citizens have urged G20 leaders to #SaveOurPlanet from climate change. You can too…",625014 +1,RT @World_Wildlife: How climate change impacts wildlife: https://t.co/ozTap4cdlK #COP22 #EarthToMarrakech https://t.co/xm5XgpVhqY,690605 +0,"we also met this guy, he let us in on some truth about climate change and gay people not existing https://t.co/Q7yOMcMZaj",67545 +1,"https://t.co/KyNIBjmDk5 +Scientists say climate change wiped out an entire underwater ecosystem. Again. +#climate… https://t.co/VZvJd3oXmI",567842 +1,RT @TammyGrubb: Obama raises climate change. You better vote for candidates who believe in science. #ObamaUNC,684492 +1,"I hate to say this, but *mental* health will be pretty low on the menu, when climate change hits food production an… https://t.co/KgFpw1hmPW",438578 +2,Bangladesh confronting climate change head on https://t.co/MTqeNBQDUt https://t.co/itgkUxgEfg,365291 +1,Hey There! Michael's vetted and approved market-based strategies for tackling climate change are supported by a majority of Cdns! #cdnpoli,387685 +-1,Sally Kohn’s latest evidence of climate change proves she is ‘not a smart person’ https://t.co/MhkzoGL9Vt via @twitchyteam Need we say more,355491 +1,RT @StarTalkRadio: First: The public understands climate change better than Congress. Why? #JohnHoldren @CoryBooker @neiltyson explain: htt…,354015 +0,@Jnp_Ftw are these the same scientists that denounce climate change? It's not a choice,365051 +1,"RT @Honey17011: A guide to global warming, Paris pact and the US role #DemForce #TheResistance #UniteBlue https://t.co/RYiBLwAJZ4",432987 +2,RT @latimes: Atmospheric rivers fueled by climate change could decimate wild oysters in San Francisco Bay https://t.co/p0LZBhlU5K https://t…,143471 +1,Denying climate change ignores basic science,11622 +1,BGR ~ China practically says Trump lied about climate change https://t.co/Rz37HtcS8d,497877 +1,RT @BernieSanders: #ImVotingBecause the future of the planet is at stake. Hillary Clinton will combat climate change. Donald Trump thinks i…,817108 +2,RT @Independent: Trump's team removed climate change data from the White House website. They may be breaking the law…,526603 +1,"RT @DeboraheHart: Toxic soils, aquifers, vast amts of wasted (+ waste) water, runaway climate change - what part of gas fracking don'…",362709 +1,RT @BettyBowers: America: Where climate change is “unproven” to people 100% sure a guy called Noah fit all the world's animals on hi…,569142 +0,We’ ve dealt with simple issues like climate change and energy policy. Now the complex issues. Mal vs Tones. #qanda,403368 +1,RT @ForAmerica: They protested in support of climate change at the #WomansMarch and then did their part to help the environment... https://…,303380 +2,2050 climate targets: nations are playing the long game in fighting global warming https://t.co/dnegw2vfJd via @ConversationEDU,8984 +1,RT @thedailybeast: Trump's climate change denial could cost us $100 trillion https://t.co/KlTTT4Sxrg https://t.co/Go1ycr48UP,765266 +0,"RT @andrewsharp: Win probability is bullshit man. I saw the NBA Finals and that's when I knew, global warming isn't real",326916 +2,"RT @washingtonpost: The Alaskan tundra is filling the atmosphere with carbon dioxide, worsening climate change https://t.co/nSOimuwEax",905639 +2,RT @TheTorontoSun: From @sunlorrie: Indian environmentalist calls out DiCaprio in his own documentary on climate change.…,741568 +-1,@realDonaldTrump Carbon Tax is a Globalist idea to enslave the world's population. It is the whole reason for propagating global warming!,61141 +1,Will anyone who supports Trumps view of climate change (non polluter cronie) please step forward? #Resist #Impeach https://t.co/ofoB3UtAIl,344320 +-1,"RT @SteveSGoddard: We had winds close to 100 MPH in the area this afternoon. I would blame climate change, except that this happens pr… ",719523 +2,"RT @Starbuck: World food supplies at risk as #climate change threatens international trade, warn experts https://t.co/rWCW2XF2lr https://t.…",499888 +2,RT @FoxNews: Macron: My charm may have changed Trump's mind on climate change https://t.co/HxDJQwgBE5 https://t.co/9iDj2a5NzQ,310105 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,785499 +0,"Chris: Who is it then that initially talked about climate change? +Me: * thinked for three seconds * ... The Europea… https://t.co/VwlQICy0H0",352623 +0,"Do you approve of the executive order @realDonaldTrump is due to sign re climate change and the environment? + +https://t.co/NR6NqBJl5M",785637 +1,Trump doesn't believe in global warming and he's going to be the President of the United States of America.... fuck,201391 +1,"RT @kelkulus: Irony: Florida, a state in danger of being washed away due to rising sea levels, just elected a guy who denies climate change…",771000 +-1,@MissLizzyNJ lmao 😂 snowflakes ❄️ complaining about snowflakes ❄️ in winter =global warming 🤦‍♂️,911385 +-1,"RT @Dawn2334Dawn: This is ONE of Arnold Schwarzenegger's vehicles. He is now whining about climate change. +How's his maid...illegal or +http…",768263 +0,@GlennF They are calling to the great Space Cylinder to save them from global warming.,113396 +1,"RT @GreenpeaceEAsia: Pollution from India and China has reached the stratosphere, which could speed up global warming… ",526281 +1,RT @UNEP: The @citiesclimfin lays out how cities and subnational bodies can finance solutions to climate change…,774850 +2,"These House Republicans say climate change is real and it’s time to fight it | By @ninaburleigh +https://t.co/VnayFuHglW",650843 +1,But global warming is a hoax though. https://t.co/PZugB9WFWt,451296 +2,RT @kylegriffin1: NYT reviewed a draft climate change rpt by fed scientists directly contradicting the admin's global warming claims. https…,709019 +0,RT @fuckofflaine: @jJxrry @SpaceX @QuebanJesus antarctica is so big lmao how is global warming real like nigga just use an Air conditioner,645201 +1,My two cents on the global political leadership on climate change in a trump era https://t.co/I60IQxYtY9,592548 +2,"RT @BBCBreaking: UK government signs Paris Agreement, world's first comprehensive treaty on tackling climate change https://t.co/hDaFst5PFc…",827355 +0,"RT @Hope012015: China tells Trump that climate change isn't a hoax it invented https://t.co/TX06PZXyzD via @business Lol, China schooling T…",687045 +1,RT @MotherJones: Here are the races to watch if you care about global warming https://t.co/89HIKYSg3R https://t.co/syXKddd6xE,978125 +0,"@uscgpacificnw @nsf These icebreaking ships are the primary cause of climate change. Let the arctic freeze over, & stay away from there!",530545 +1,"RT @kelkulus: Irony: Florida, a state in danger of being washed away due to rising sea levels, just elected a guy who denies climate change…",857540 +0,"If global warming doesn't exist, why is club penguin shutting down? https://t.co/1oS6C8MFYx",51718 +1,"RT @ProfPCDoherty: Need economists to incorporate the reality of climate change in their thinking & we all need to listen, https://t.co/lIv…",726430 +1,"RT @USHRN: As we fight for human rights, we're also facing the disastrous impacts of climate change. https://t.co/Q9AG2ex1OQ…",179066 +0,RT @Cernovich: Is climate change real? https://t.co/FecIvOogma,497887 +1,"RT @AHamiltonSpirit: There is no question climate change is man-made. If you have doubts, and haven't seen an inconvenient truth, please…",981123 +1,"@alphageekst3r the process of climate change. It occurs naturally, but not at these extreme levels. We'll eventually have severe droughts,",583059 +1,RT @ROSchneider86: Neoliberalism has conned us into fighting climate change as individuals | Martin Lukacs https://t.co/g6MhOjZxa1,809226 +1,RT @davidsirota: MUST READ: Rick Perry ordered Texas legislature to kill bill requiring state agencies to prepare for climate change https:…,931994 +1,RT @SenSanders: We have a president-elect who doesn’t believe in climate change. That’s frightening for this country and the world.,225985 +1,So hot due to global warming,732924 +0,RT @LDN_environment: We've a few short term opps working on climate change & energy. Send us your CV or Q's to environment@london.gov.uk #h…,41232 +0,RT @MarkBaileyMP: Fed Energy/Envt Minister @JoshFrydenberg refused to allow term 'climate change' in #COAG Energy Council Communique despit…,917639 +0,RT @jadorelacouture: the fact that Leonardo DiCaprio met with trump to discuss climate change.. a MAN,139646 +1,RT @verge: Google Earth’s Timelapse update illustrates 30 years of climate change https://t.co/kTDUWZASfc https://t.co/NZz8tyT7i4,176885 +1,RT @SethMacFarlane: HRC proposes installing half a billion solar panels by the end of her first term. Trump thinks climate change is a hoax…,378020 +1,"#BeforetheFlood +EVERYONE must watch this!! people must understand global warming is very real @LeoDiCaprio +https://t.co/vTqnt1f6Ni",332871 +1,"If this doesn't shake you up about climate change, then nothing ever will. https://t.co/YHpJE56lYP",560522 +0,RT @SmithsonianEnv: SERC's Roy Rich & colleagues create a buzz in Germany for their global warming simulation: https://t.co/y6shqNJEXh…,199878 +1,RT @Earthjustice: NOAA Report: 2016 was 2nd hottest year in history. One more reason to fight climate change deniers in Trump Admin >…,490544 +1,conservatives just love denying science huh? from climate change to believing that fertilization of an egg = an automatic human life.,58158 +0,senior air quality and climate change specialist: As a Senior Air… https://t.co/TSqzmJwLh9 #airquality #ClimateChange #GreenhouseGas,204879 +1,Come check out our events about climate change! #SRHPL https://t.co/8YviyN22Lo,577185 +1,"To think 200 million could have gone towards alleviating poverty, reducing climate change or improving healthcare, call me mad but...",902602 +0,@CNN Its a protest against global warming. The are not stupid.,614812 +1,"RT @RonaldKlain: As Trump decides on Paris, @BrianCDeese & I team up in @washingtonpost to warn about climate change and epidemics: https:…",458845 +1,RT @savingoceans: Lack of #climate change action can potentially hurt future #fishermen jobs. https://t.co/5MD2qw4VtC,695439 +1,“Yet another Trump advisor is clueless on climate change” by @climateprogress https://t.co/ApAmIIBdJJ,894382 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,603318 +2,U.S. environmental agency chief says humans contribute to global warming - https://t.co/aSsz4eszXs,554354 +1,So we have a director of EPA who is a climate change denier. No a coal lobbies to as deputy EPA Chief. Environment… https://t.co/XlxHbWNJuM,880647 +1,RT @IrisRimon: The Chinese just broke massive iceberg in Antarctica as part of their global warming hoax.,957257 +2,"RT @thinkprogress: Where are Rex Tillerson’s climate change emails? +https://t.co/LyANHBPZfT",12265 +0,RT @M3thG0d: If global warming isn't real why did club penguin shut down,686794 +1,"RT @NDeNicolaMD: 500,000 doctors agree: climate change is making us sick #EarthDay #MarchForScience #HealthAndClimate…",483815 +1,RT @tristinc1: our president think climate change is a hoax made by the chinese & our vice president thinks being gay is a curable disease.…,902089 +2,80% of GHG via resevoirs are methane. Resevoirs play a substantial role in global warming. https://t.co/CNHiU818Ky https://t.co/58nmAFxcmP,540020 +-1,RT @Fruitloopian: Why is there snow in March if we have global warming?,798585 +2,RT @GreenHarvard: “Universities have a uniquely important role to play in the battle against climate change” https://t.co/jRV2z1OMrx,55935 +1,"RT @SethMacFarlane: Are we looking at an America that officially believes climate change is a hoax? Sorry, everybody else.",513782 +2,RT @PopSci: Ten of the ugliest animals threatened by climate change https://t.co/u67EVjeUnO https://t.co/ihOhxlqfTs,841527 +1,@realDonaldTrump @POTUS You fucking idiot! I'm a geologist & studied climate change in college & co-authored two papers on it - IT'S REAL!!!,406598 +1,RT @SenSanders: We have a president-elect who doesn't believe in climate change. Millions of people are going to have to say: Mr. T…,664093 +-1,"can someone pls explain to me why it's -37 in march,,,, global warming who??",337974 +1,"RT @NatGeoChannel: Watch #BeforeTheFlood right here, as @LeoDiCaprio travels the world to tackle climate change https://t.co/LkDehj3tNn htt…",638318 +1,"RT @peta: Meat production is a leading cause of climate change, water waste, deforestation, & extinction. #WorldVeganDay…",136694 +-1,Explain that my global warming advocates. https://t.co/WpKndebunw,472265 +2,Syfy's 'Incorporated' imagines future ravaged by climate change https://t.co/7nb1IkZT72 via @CNN https://t.co/b33c6BCSVY,946866 +0,@PrisonPlanet wow wow finally climate change is not the evil now you wake up. Good,968815 +0,"RT @drishtiias: {Audio Article #25}{Environment #02} +After Trump`s decision what will be the form of Paris climate change agreement? +https:…",491820 +2,RT @NYTNational: White House budget proposal on climate change: 'We’re not spending money on that anymore.' https://t.co/3f7y0euDPl,677366 +-1,@TomiLahren kinda funny the professors talk shit trumpsters=omg f them. scientist 'climate change' trumpserst= idots. Kinda shows his base🤔,740194 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,97375 +1,RT @SethMacFarlane: HRC proposes installing half a billion solar panels by the end of her first term. Trump thinks climate change is a hoax…,383885 +1,RT @lexi4prez: he is literally a climate change denier....RIP our planet https://t.co/B67IQ8N9Fs,958567 +1,@realDonaldTrump what about climate change? It's very real but you only care about $$$$,904812 +1,"RT @Kloppholic: Imagine trying to convince yourself that global warming isn't real and instead a conspiracy. Wake up, before it's t…",137383 +1,"@DocRock1007 So he IS saying climate change is a hoax, and every major scientific organization is a in on it?",108346 +0,@PoliticalShort @piewagn Dems are causing global warming... #STFU,522119 +-1,"RT @signordal: New global warming study is terrible news for alarmists, good news for plants, animals an...https://t.co/KgJxLvfs7A https://…",473664 +1,Follow @projectARCC if you want to hear more about what A/V and digital archivists can do about climate change activism #AVhack16,513604 +1,"If you don't believe in climate change, then look at the polar bears that are going extinct, because they have no land to live on.",975250 +2,Air pollution deaths expected to rise due to climate change - https://t.co/Imoox1L1mg https://t.co/HDpNg5jFTp,952302 +2,"Labour, budgeting and climate change (2) - The Punch https://t.co/Mby8DEK6cv - #ClimateChange",257727 +1,We don't have to hear anti-vaccers/climate change deniers/ACA killers out. Stop using your stupidity to try and kil… https://t.co/CRdJKMQdXX,331060 +0,Reader questions science of climate change theories .. https://t.co/1zEco8Bwiv #climatechange,774154 +1,See the impacts of global warming https://t.co/nsDE3ZVMH4,813584 +1,One way to avert climate change. The world should apply the method. https://t.co/tj8n6ZMWqo,863832 +2,"RT @foxandfriends: New Catholic priests expected to preach global warming to congregations, report says | @foxnation… ",976934 +2,"RT @SasjaBeslik: Meet China’s 'ecological migrants': 320,000 people displaced by climate change https://t.co/MsyqCisUG6…",817908 +2,China warns Trump against abandoning climate change deal https://t.co/Z8E2bvl80C via @FT,841838 +2,Science to the rescue as climate change threatens chocolate via New Europe https://t.co/JEFdVN4lLT,741156 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,188844 +0,@zachheltzel People who believe in climate change also generally refuse to say that trans isn't real out loud so... You're no better.,234729 +1,"RT @SamJamesVelde: It's 90 degrees in early November in Los Angeles, but you know ....according to Trump global warming and climate change…",739085 +1,Come & hear more about climate change and Antarctica #art4climate #Larsenc #climatechangeart… https://t.co/1JoGxQk1nN,897750 +1,"The youths being almost 60% of Kenya's pop' are best line of defense against climate change & food security +@ROBERTMBURIA @RichardMunang",688791 +-1,"@CBSNews You're not going to get away with this, we are going to call you out every single time. All pages are gone inc. fake climate change",621536 +1,RT @GeographerJay: Trump wants to end NASA climate change research as real estate markets start to slump due to climate change https://t.co…,740611 +-1,RT @CharlieDaniels: I'm not worried about global warming but I'm terrified about global government.,565424 +1,"RT @JeffDSachs: CNN panelists erupt over climate change - CNN Video Time to call out lies of Trump, Koch Brothers, and Heritage. https://t.…",656841 +0,@VP @NASA_Johnson Ask them to explain climate change to you.,487120 +0,"RT @jinjjarevil: the way seokjin blinks is so adorable +global warming stops +trees grow +crime rate decreases https://t.co/Tz5a5alrva",451759 +1,"I'm worried for our planet, Trump will do nothing for climate change",845896 +1,Effect of methane on climate change could be 25% greater than we thought https://t.co/x68JxUiodt via @physorg_com,396110 +1,RT @AstroKatie: Governments of several world powers are failing us on climate change. We need to act without them if we want any hope for t…,719654 +0,"RT @benhulac: Asked if charges that #ExxonMobil withheld information on climate change, #Tillerson declines to answer twice. #SecretaryOfSt…",955777 +1,"RT @KamalaHarris: I stand with @JerryBrownGov in saying that California will not back down on climate change. +https://t.co/xP8Y6eSmyx",774 +1,@SteveEngland300 Have u considered doing a piece about it in your column Steve? Inform ppl re impact of climate change on species & habitats,217803 +0,"@RJSalmond Was already out after climate change denial, but either of the above would do, which is my loss as well",538917 +0,"Quiz on US cultural heritage-climate change! (disclaimer: I don't agree w. all the answers, but still interesting) https://t.co/4jeJNwgnXq",476001 +1,"RT @benwikler: Don't worry, it's just the natural process of anthropogenic climate change rendering the earth uninhabitable",4176 +0,"Look who's back in town! And thank you, global warming – enjoying a quick trip to Brown County State Park on this 75 degree November day!",911336 +1,"@alanresnicks the 5 horsemen of the apocalypse; Famine, war, death, pestilence, and global warming.",192092 +-1,global warming is a hoax perpetrated by the chinese.,4935 +2,"RT @SafetyPinDaily: US federal department is censoring use of term 'climate change', emails reveal | By @olliemilman https://t.co/6usp4mUB…",927628 +0,@PuffnPuffin @SteveMartinToGo @BillNye @BumfOnline Could someone link me the journal for his reviewed article on climate change? Isnt one?,5172 +0,guess I have global warming to thank,685534 +1,RT @HawaiiDelilah: So Trump went to Ivanka and a reporter for insights on climate change. Not scientists. Two women with no expertis…,552813 +2,Conservative columnist under siege after N.Y. Times debut on climate change' via FOX NEWS https://t.co/nHL8MNOmDa,94360 +1,RT @wqs: Pakistan is the 5th most vulnerable country in terms of climate change. Whats our most experienced Prime Minister has to say about…,832857 +0,mei mains against global warming,168729 +2,RT @IndyUSA: Trump's budget director just said combating climate change is a 'waste of money’ https://t.co/fNad9XsPYM,182475 +1,RT @1957AJB: We knock ourselves out over Brexit and Trump but I think climate change will bury both of those issues-But I really hope I'm w…,15147 +1,"U.S. to world on climate change: DROP DEAD. Nobel scientist: Such ignorance is 'shocking,' https://t.co/rB4bfxP63j",159458 +2,"Trudeau must put emphasis on defence if he wants Trump onside for trade, climate change https://t.co/7tOd99M416 via @nationalpost",60490 +-1,"RT @Carbongate: Physicist - CO2 does not cause climate change, it RESPONDS to it - Video https://t.co/lySZb7gClh",809373 +1,"RT @LastWeekTonight: If you don’t believe man-made global warming is a a silly issue, give to the Natural Resources Defense Council (https:…",976207 +2,RT @thehill: Rahm Emanuel posts climate change webpage deleted by Trump administration https://t.co/Nhk4nVsUC1 https://t.co/tOmKxl3OWa,893985 +0,RT @JackPosobiec: Soon the alt-right will be blamed for global warming and gingivitis https://t.co/6CDuRfApse,423530 +1,@Deanofcomedy Followed closely by climate change deniers and Wall Street executives.,685097 +-1,"Agreed! Man-made climate change is a man-made hoax, innit? https://t.co/4nbiKg6tdz",245892 +1,#SDG13 is a call to take urgent action to combat #climate change and its impacts. Join the movement:… https://t.co/BqxZ5ZkBjv,582112 +1,"RT @bradleym4: @JuddLegum Me (to my 14 yo kid): do you believe in climate change? +Kid: It's a scientific fact, so it doesn't matte…",657147 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,990837 +-1,RT @tamorley: @ZekeJMiller But why a carbon tax? Isn't all that climate change stuff is hokum?,453052 +2,RT @Energydesk: Historic coal fall may have profound impact on global efforts to tackle climate change https://t.co/F4qqoRl6xm https://t.co…,568524 +1,"When China calls out Donald Trump on climate change, you know it’s bad https://t.co/ukXyPvuvJf",829666 +2,RT @LiterateLiberal: Leading global warming deniers just told us what they want trump to do https://t.co/tkZVNzDDd3 via @MotherJones,545019 +1,RT @billmckibben: 'ExxonMobil has a long history of peddling misinformation on climate change.' @elizkolbert in @NewYorker #ExxonKnew https…,326190 +2,RT @pablorodas: #CLIMATEchange #p2 RT West Coast states to fight climate change even if Trump does not. https://t.co/dYixU8TxaK…,13794 +2,"RT @EcoInternet3: U.S. Secretary of State, Rex Tillerson signs Arctic agreement for action on #climate change: Antinuclear https://t.co/7De…",442461 +2,Stephen Hawking has a message for Trump: Don't ignore climate change https://t.co/7bA3rBoHk9 https://t.co/uIQWwGz0pB,878308 +2,RT @telesurenglish: One of Jamaica’s iconic beaches is vanishing thanks to climate change. https://t.co/2lNoLT7MzM…,141981 +1,"RT @MrDenmore: Apart from taking us to the brink of recession, doubling the deficit and making us a pariah on refugees & climate change, th…",752888 +-1,"RT @Mike_Beacham: Fed scientist cooked climate change books ahead of Obama presentation +#NoMoreSCAMS +#NoMoreDEMOCRATS +#DrainTheSwamp +http…",687404 +1,RT @NatGeoChannel: One of the easiest ways to help combat climate change in your daily life is to stop eating beef. Here's why:…,324799 +1,Effects of climate change https://t.co/6eYTZtqLoW,993534 +1,"RT @marcuschown: With a denier in the White House, how do we deal with the global warming catastrophe that threatens 7.5 billion of us with…",536684 +2,"RT @NZaegel: Effects of climate change may 'wreak havoc' on mental health, doctors say https://t.co/kHhJ9L0nwU via @upi",857614 +1,How do people argue climate change??,831615 +1,RT @GlblCtzn: When you hear Trump's new EPA director says carbon doesn't cause climate change. https://t.co/ThkNOUK8D1 https://t.co/mX8vpQu…,259331 +-1,RT @CounterMoonbat: The people who predicted parts of Manhattan would be underwater by 2008 due to climate change are concerned about 'fake…,479445 +2,"RT @thinkprogress: Brace yourself for a bitterly cold winter, as climate change shifts the polar vortex https://t.co/TKrnPz6LIx https://t.c…",342484 +0,"RT @SenatorMRoberts: How much global warming will #Finkel blueprint stop by 2100? + +None? So why would we de-industrialise our economy fo…",444500 +2,RT @business: China tells Trump climate change isn't a hoax it invented https://t.co/eWVQtI28t3 https://t.co/7qV3RfzTTE,646282 +1,RT @turnscoat: why can't we agree that climate change is our number one priority,805923 +0,RT @PrisionPlaneta: @ScottAdamsSays scientists and studies. just as global warming. Only that they choose to show us the ones they like htt…,555811 +2,"RT @climatekeith: Saskatchewan AG: Provincial govt has no plan, policies or target to address climate change https://t.co/u1cJCApwaI #skpol…",381570 +0,They asked me what my inspiration was- I told em global warming............😂🔥🌎❄️,797850 +2,RT @Energydesk: Exxon shareholders have moved to force the company to disclose the risk climate change poses to its business…,682129 +1,"RT @MobilizeClimate: We must stop treating the effects of climate change as some far off doomsday. They are here, they are now. + +https://t.…",720815 +0,I think I just solved the climate change problem. I just told my kids 'Don't fix global warming.' Now we just sit back and wait. #DadLife,736782 +2,RT @nature_org: World leaders reaffirm their commitment to climate change and the #ParisAgreement. https://t.co/qSt5XtW9AI https://t.co/aBh…,178539 +1,RT @JacobWhitesides: I think that's global warming not christmas https://t.co/VVAzjVXH6w,859724 +2,RT @EcoInternet3: John Roughan: We will miss a sceptical voice on #climate change: New Zealand Herald https://t.co/1Y4eyJObYm #environment,6476 +1,"RT @Che_Jackson: Not that climate change is real or anything, but it's 75 in Columbus, OH right now... in November. @realDonaldTrump",700738 +1,Rex Tillerson refuses to admit #ExxonKnew about climate change decades ago. https://t.co/rxQ6xgfquX via @HuffPostPol,776664 +1,RT @wakmax: Just talk about climate change says @alicebell - it'll make you feel better about it. Go on then - have a read https://t.co/N1V…,26384 +1,RT @duycks: join us tomorrow for #HRC35 event on #childrenrights in context of climate change. key message: protect and empower…,428934 +1,RT @UNEP: How to boost funding for developing countries to adapt to the effects of climate change is a key issue at #COP22:…,711708 +1,"RT @PaulHBeckwith: Listen, folks to a STORY, +about the evil twin, +of climate change. + +The oceans on ACID. + +https://t.co/SJJGkCRLyk… ",366725 +2,RT @HuffingtonPost: China to Trump: climate change is not a Chinese hoax https://t.co/3DVlIwAqjb âž¡ï¸ @c_m_dangelo https://t.co/y1ZqEW8Hcv,200876 +2,RT @businessinsider: Apple is borrowing $1 billion to fight climate change https://t.co/yfxylHMaDd https://t.co/sBoxH39pPg,368402 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,80936 +2,RT @brady_dennis: CDC abruptly cancels long-planned conference on climate change and health: https://t.co/hB8nXdfWAA,353363 +0,"Tell us your story now about climate change in our story contest! #climatechange +https://t.co/FKIou2NB9f https://t.co/yZ9J4mlYBa",451748 +-1,@zrastall17 climate change is #fakenews,3014 +2,RT @PopSci: A river in Canada just turned to piracy because of global warming https://t.co/6qno8nC9NR https://t.co/2SWIePTHdZ,324552 +-1,RT @MR_BREXIT: Good news that @realDonaldTrump is looking to ditch the Paris agreement and bust open the climate change #myth #maga #stepfo…,242418 +1,RT @AdrianGeoLopez: People still don't believe in global warming ��‍♂️ what can we do especially with the president pulling out of the P…,960037 +1,Please RT #health #fitness Is it too late to reverse global warming&quot; This is what scientists have to...… https://t.co/9MaaMVWdlR,665469 +1,RT @scholaurship: AND this motherfucker doesn't believe in climate change i-,620755 +0,RT @PetraAu: More than 190 countries just subtweeted Trump on global warming https://t.co/N5x8YJ4Uln,320131 +1,@ArizonaPatriot1 @joelpollak @Gabyendingstory at least Obama isn't a Christian-extremist who thinks global warming & evolution are hoaxes.,45045 +2,"RT @TheDailyClimate: Frogs heading uphill to escape #climate change. #India @timesofindia +https://t.co/qSbqYPDQ2h",111621 +2,US climate change campaigner dies snorkeling at #GreatBarrierReef #GreatBarrierReef https://t.co/m1cfwd49AN,465275 +0,"RT @lianamaeby: Well on the plus side, climate change isn't real anymore.",155745 +0,@RobyDalvik kalem2 ini karena faktor global warming. Air laut naik,803762 +2,RT @ClimateChangRR: US sends “much smaller” team to climate talks in Bonn | Climate Home - climate change news https://t.co/eSDfyZZsN0 http…,549130 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,385351 +0,"Conversation will go 'morning Arthur, cold out.' 'Yes mal, global warming obviously fake' 'Agreed Arthur, who's thi… https://t.co/dZLRwoyUDX",28994 +1,"RT @NatGeoPhotos: 'Although climate change can be a scary topic, ice can be insanely, unimaginably beautiful.'https://t.co/dhHXzzdTv6 https…",120733 +1,@realDonaldTrump You want 2 be everyone's president? How about doing something progressive for us? Fight climate change and protect the Env.,804846 +1,"Exxon, the only hero of global warming, kicked saving the Earth but selected money + https://t.co/JBefWiV6Wf",977551 +1,"Impacts of climate change include: job losses, business interruptions, worsening working... https://t.co/OfcG3DLHrS by #UN via @c0nvey",919251 +1,RT @SenSanders: We have a president-elect who doesn’t believe in climate change. That’s frightening for this country and the world.,912999 +1,RT @taylorandbrown: i think the number one thing that bothers me about trump being president is that he's going to defund climate change re…,559811 +2,RT @WashTimes: Climate change whistleblower alleges NOAA manipulated data to hide global warming 'pause' - @washtimes @NOAA…,40047 +2,"#ExxonMobil At Exxon, Rex Tillerson reportedly used alias for emails about climate change. Read more: https://t.co/obHQeGkjPH $XOM",13788 +1,RT @illuminateboys: I can't believe there are politicians who believe that climate change is fake. And these are the people working for our…,562958 +0,@JackPosobiec the global warming is caused by her cabbage farts,702590 +-1,I was thinking the same thing. Same goes with climate change when there are other important issues that effect Amer… https://t.co/Hh1DoTQkhS,301923 +0,RT @SimonWest26: Brilliant cartoon sums up @realDonaldTrump decision to cancel @BarackObama climate change policies! #itisreal…,357739 +1,RT @jamespeshaw: @NZGreens It gets you an end to poverty in New Zealand. It gets you clean water and action on climate change.,599120 +0,"Adam @adamcurry maakte al 923 keer zijn 'no agenda show' https://t.co/lnXz3YMwX7 + +leuk! Info over 'global warming'… https://t.co/RFJ97WH8J2",815063 +1,RT @Shadbase: @Shadbase people who don't believe in global warming explain this,876368 +1,RT @BernieSanders: #ImVotingBecause the future of the planet is at stake. Hillary Clinton will combat climate change. Donald Trump thinks i…,737991 +-1,RT @Uniocracy: They'll tell you theyre doing it to save you from global warming. Theyre lying https://t.co/PRFpiM7pyj #OpChemtrails,529327 +1,RT @ConversationEDU: Sea turtles have been around for 150 million years but the pace of climate change is an existential challenge.…,334099 +1,"@lawlib Hey! We have a new board for bouncing ideas on climate change, are you interested? https://t.co/LTVC09rfhf",708028 +0,erry The real reason to fight climate change https://t.co/1us1PJN0JK ccol https://t.co/whGElTFaTX,229 +-1,RT @newsfakenews: TODD STARNES: Hey NPR — Take your global warming nonsense about kids and blow it out your F-150 tailpipe https://t.co/c4V…,120315 +2,"RT @guardianeco: Stopping global warming is only way to save Great Barrier Reef, scientists warn #GreatBarrierReef https://t.co/SdaKFo93Tr",474371 +-1,@NobamaDotCom @LibbyRafferty @BIZPACReview Funny how the left scream their allegiance to 'science' on global warming but not this issue.,49204 +1,@lisalsong Another horrifying outcomes of global warming,80189 +2,"RT @WSJ: In rebuke to Trump policy, GE CEO Immelt says ‘climate change is real’ https://t.co/5s95jeKKoT",617937 +1,"RT @stevevsninjas: It's 10°F so climate change is a lie! + +That's 1 data point! Like u met me & concluded all men are white and speak Englis…",834559 +1,RT @SierraClubWI: #PollutingPruitt thinks human impact on climate change “subject to continued debate” It’s not #ClimateFacts https://t.co/…,87666 +-1,RT @CounterMoonbat: The people who predicted parts of Manhattan would be underwater by 2008 due to climate change are concerned about 'fake…,376353 +2,RT @thehill: Arnold Schwarzenegger teams up with Macron to fight climate change: https://t.co/6Pj8P5LsYX https://t.co/DFPfMzRRH1,964804 +1,"RT @yayitsrob: The Trump two-step on climate change: Say something kinda moderate, do something extremely radical https://t.co/OZydRAJrHv",188501 +1,"In race to curb #climate change, #cities outpace #governments + +#ParisAgreement #C40 #GlobalCovenant #Cities4Climate + +https://t.co/fHZZfrGJJl",107213 +1,"@jellybeatles Hey! We have a new board for bouncing ideas on climate change, are you interested? https://t.co/LTVC09rfhf",704620 +1,RT @ClimateHome: One week to save UN #COP22 climate change talks from Trump: https://t.co/4abRdcK9e2 https://t.co/488g6Bg3qA,608759 +2,"RT @businessinsider: Trump may end US lead in climate change, and could 'make China great again' — via @guardian https://t.co/1sLWMU2VCq ht…",76821 +1,"RT @aleszubajak: In Chile, 'there is 'no space for climate denial because we see climate change threatening us in multiple shapes.' ' https…",892 +-1,RT @realDonaldTrump: The concept of global warming was created by and for the Chinese in order to make U.S. manufacturing non-competitive.,950779 +1,"RT @michaelaWat: So much denial. So bad for us all. + +Energy Department climate office bans use of phrase ‘climate change’ https://t.co/bQS…",236799 +-1,Natural climate change wins man-made climate change 10 - 0!! https://t.co/A1aP0wIv1Q https://t.co/A1aP0wIv1Q,716256 +1,"@ClassicGrrl If no nuclear annihilation, climate change will just kill us slowly.",691292 +2,RT @WeNeedHillary: CBS Evening News: Donald Trump put 'a global warming skeptic in charge of protecting the environment'…,928899 +1,RT @savingoceans: Wondering about climate change and how it impacts our #oceans? Check out #ClimateChange 101 with @BillNye https://t.co/Io…,76586 +-1,"RT @HarmlessYardDog: 21 kids aged 9 to 20 are suing the Trump over climate change ������ + +>Leftist are a Disease https://t.co/gdfHOUiK1E",684619 +0,How can man say we can stop global warming by putting our AC outside,880134 +2,RT @DrBobBullard: ‘There’s no plan B’: climate change scientists fear consequence of Trump victory - https://t.co/Aj131zJpYg,304988 +1,RT @France4Hillary: Trump is a Chinese agent: Ignoring climate change and the benefits of clean energy only helps China. WEAK!,964744 +1,mashable : Trump named a climate change denier to lead the agency that fights global warming … https://t.co/QqhBh4zKs4,316655 +1,"RT @KamalaHarris: Proud to represent a state that is finding creative ways to act on climate change. +https://t.co/w4nfnqJCqz",85596 +1,RT @PalmerReport: #NoDAPL Golden Gate Park joins Badlands National Park in defying Donald Trump by tweeting about climate change https://t.…,524050 +0,@ineed2takeatwit @zwash300 @FoxNews @TheJuanWilliams Lolololololol. Oceans are rising even without climate change… https://t.co/UHgJ4G9iq4,755727 +1,I'm just going to say that creationists that dont believe in global warming have never listened to Bill Nye,74852 +0,Stand up for all of the successes of climate change:,424186 +1,RT @Fusion: America is about to become the only country in the world with a leader who doesn’t think global warming is real.…,150591 +0,RT @hayleiip: someone told me i'm not qualified to discuss climate change so i pulled up a pic of my degree in environmental studies lol ni…,368251 +0,RT @WingsScotland: Belfast alone probably accelerates global warming by a year in one night. https://t.co/BIIe3czgG5,617023 +1,Watching Scott Pruitt talk nonsense about global warming is raising my BP. #fool #ParisAgreement,204462 +0,@dicapriofdn why don't u preach global warming from your yacht #Hypocrite,979885 +1,If you haven't watched this yet you really need to. climate change is only going to get worse. https://t.co/RNhQyu2L9t,182392 +2,"Google:Girl, 9, sues Indian government over inaction on climate change - https://t.co/MfJVbe37y2 https://t.co/Vu8Aiv5Hxw",206052 +1,"RT @RalphNortham: The environment is facing its biggest opponent yet, and it's not climate change—it's Donald Trump. https://t.co/lzrKyqDfki",415546 +1,"RT @1followernodad: parent: I'd do anything for my children! + +Scientist: here's how to stave off climate change so your children can stay o…",328321 +2,RT @guardianeco: How Obama's climate change legacy is weakened by US investment in dirty fuel https://t.co/APmTf66rG3,109016 +1,RT @voxdotcom: Trump’s election marks the end of any serious hope of limiting climate change to 2 degrees https://t.co/cjiuP9xDIy,663508 +1,i'm sorry but if you think climate change is a hoax you are a fucking moron lol,915578 +1,RT @CineversityTV: #FF #Trump's #corrupt #EPA chief says CO2 isn't main cause of #climate change #fossil fuels are and... | @scoopit https:…,509891 +2,RT @sabrush: Trump's EPA head says he does not believe carbon dioxide is the primary contributor to global warming https://t.co/YD3PTNIfh4,124970 +2,RT @pablorodas: #CLIMATEchange #p2 RT Trump picks climate change sceptic Scott Pruitt to lead EPA https://t.co/1xb8rrW026 #COP22 https://t…,542460 +2,"RT @GMA: Arctic undergoing rapid ice melt that could speed global warming, new study warns: https://t.co/jll8cn79QP https://t.co/bAtUQNTXcc",776740 +0,@GeSemdicapt fuck global warming,101705 +0,Anyone who lives on Earth is laughing at all of this because climate change https://t.co/w9TUyNZYHw,724383 +2,RT @vicenews: Trump’s rumored pick to lead the EPA wants everyone to “love global warmingâ€ https://t.co/ZtvfKXCbah https://t.co/HLBRH3Zglr,302967 +0,Mattis also says that climate change is a problem. Just proves that elections are for show only https://t.co/WKEXdzQ33k,282035 +1,RT @iansomerhalder: Speaking of climate change-TONIGHT Is another killer episode of @YEARSofLIVING ! 10/9c on @NatGeoChannel https://t.co/T…,53578 +1,RT @BernieSanders: 'The concept of global warming was created by and for the Chinese in order to make U.S. manufacturing non-competiti…,598816 +1,97 per cent of climate scientists believe climate change is real...#DonaldTrump thinks it's a Chinese hoax! Sad! https://t.co/btNlSthTog,169522 +1,EPA head suggests CO2 isn't a 'primary contributor' to climate change https://t.co/4uv8qQhqVb via @engadget C'mon!,172371 +1,RT @SenSanders: We have a president-elect who doesn't believe in climate change. Millions of people are going to have to say: Mr. T…,635615 +1,NHLA supports efforts to combat climate change' @markmagana of #NHLAMember @GreenLatino #LatinoPriorities https://t.co/qWDeuju8bf,796704 +1,"RT @ddlovato: #IVotedBecause I believe in equality, we need comprehensive immigration reform, I am pro-choice and global warming IS real. #…",911559 +-1,Selling global warming as scientific vs government's control of everything by terrifying the public. #earthday… https://t.co/aZUv4iMtcv,126568 +1,“The human magnitude of climate change looks more like a meteorite strike than a gradual change' #renewables crucia… https://t.co/g2eKJp19cG,225958 +1,"RT @BrentSullivan: @climatehawk1 @Shell +while they still deny climate change, our denial that they could put profit over planet and people…",360301 +-1,@sallykohn They're related when part of a larger pattern of change. But that doesn't prove manmade climate change. Q is much do we affect?,802130 +1,RT @joshgad: The mourning stage is over. Now we fight. Putting a climate change denier as head of EPA is an act of war on our kids. #StandUp,575929 +1,RT @UN: 12 #globalgoals are directly linked to climate change. The #ParisAgreement is crucial to achieve them.…,474686 +1,RT @SenFeinstein: BREAKING: Senate Appropriations Committee just voted to restore vital funding for the UN climate change panel—a big victo…,22580 +1,.@EPAScottPruitt doesn't think CO2 drives climate change? Let's send him a copy of 'Global Warming for Dummies': https://t.co/SOe3tovvTc,747327 +2,RT @ajplus: Top world leaders met at the G7 summit today. All countries affirmed they'd fight climate change – except one. Can…,157315 +2,"RT @washingtonpost: Thanks to global warming, Antarctica is starting to turn green https://t.co/Php1dqYO9D https://t.co/blcU2CAigP",389386 +1,"It's twelve in the AM, it's bloody hot as shit, i can't go to sleep and now it's fucking raining! Brought to you by global warming.",963184 +0,RT @HenningAkesson: Interested in glaciers and climate change? 2-yr researcher position in regional climate modeling @BjerknesBCCR @UiB htt…,646795 +-1,RT @RandomSavage3: @FrMatthewLC Crazy how two days ago people were going bezerk about 'global warming' then a blizzard hits,44071 +2,U of S opens water research facility to study climate change https://t.co/eDuZd3M15q - #climatechange,837115 +-1,RT @katieworth: My story on the campaign to persuade every science teacher in the U.S that climate change is debatable @frontlinepbs https:…,334243 +1,"RT @michaelpielocik: new york times new marquee hire denies climate change and previously wrote about 'the disease of the arab mind,' re…",696493 +2,"Climate talks: 'Save us' from global warming, US urged @BBCNews #geographyteacher #climatechange https://t.co/dPekzSv6XT",539112 +1,RT @TimWattsMP: 'I will not lead a party that is not as committed to effective action on climate change as I am' https://t.co/mP1CPnSnzZ,225886 +2,"RT @nytimes: As global warming cooks the U.S. in the decades ahead, not all states will suffer equally https://t.co/2GV056tvEX",85110 +1,"New CBA case a warning: Step up on climate change, or we’ll see you in court John Hewson… https://t.co/Pd3A6952jT",675796 +2,Pope challenges UN to fight climate change https://t.co/rWRkv0ciUq via @SDogbon #MGWVJaiye https://t.co/fQuOj42kvI,850425 +-1,"Isn't climate change just evolution for the planet? If so, why get upset about it. Or try to stop it. Who are we to make that call?",285583 +0,You cannot come out right after a significant weather event and blindly blame it on climate change and still believe in science,51349 +1,"New CBA case a warning: Step up on climate change, or we’ll see you in court | John Hewson https://t.co/kOMhoxq0tf",879793 +2,"As the White House changes course on climate change, California stubbornly presses forward https://t.co/RkuKnTaJGf",709663 +1,"RT @FastNewsDelhi: 'Science exhibition train' to spread awareness on climate change @sureshpprabhu +@RailMinIndia +https://t.co/wGcQuB9WhA",965906 +1,"RT @NatGeoChannel: Watch #BeforeTheFlood right here, as @LeoDiCaprio travels the world to tackle climate change https://t.co/LkDehj3tNn htt…",819344 +0,"@tahjshaunx @FunnyMaine Black men are the reason for global warming to her, and hitler's main target in the holocaust was black women...",748601 +1,RT @FemalePains: im gonna just ignore the fact that the world is either about to end bc of climate change or nuclear war and focus o…,491825 +1,"RT @manjusrii: Exxon, Trump, Putin & $500 billion deal to accelerate global warming (via @mckenziewark ) cc @Shoq https://t.co/z9svbGfkSV",824242 +-1,RT @AlbertStienstra: @ClimateRealists The almost 100% Democrat vote of the very young is caused by climate change scaremongering and indoct…,917376 +2,China drills Tibet glaciers for climate change research,580177 +2,Why Morocco is leading the charge against climate change - CNN https://t.co/00ntxOpnkO,997952 +1,RT @1909ed: Slow progression of climate change my butt Mother Nature wants to be heard https://t.co/MmEqgbJRUG,138512 +0,@amcp The Papers crid:485fxj ... he will not sign up to the climate change agreement. He has isolated himself completely. We ...,225406 +1,"2016 is on track to be the hottest year on record, but climate change is made up. Right.",715841 +0,RT @EllieHighwood: Ok so i am a crochet addict. This is my 'global warming blanket' -stripes coloured according to last 100 years T an…,394588 +1,RT @sierraclub: .@POTUS just announced an ambitious but achievable plan to cut climate change pollution by 80% by 2050: https://t.co/b54Njm…,832668 +1,RT @AdamBandt: ANZ today revealed they may not give mortgages in future for houses impacted by sea-level rise from global warming https://t…,988503 +1,"RT @SenSanders: We can combat climate change at the local level. @joshfoxfilm +and I are talking about how: https://t.co/rxYkpnvL8D",791439 +-1,"@Revkin1. I got your point, it is still stupid. It is absurd to make every tornado, hurricane etc result of man made climate change.",133423 +1,@DDentner @Tweetin_jackleg @tomseward @stillgray you got it all wrong. The person who called climate change a hoax is clearly the crazy one.,340943 +0,RT @_Cudder: Everyone is enjoying this global warming,829893 +1,RT @SenSanders: We have a president-elect who doesn't believe in climate change. Millions of people are going to have to say: Mr. T…,164816 +1,RT @MSMWatchdog2013: Neoliberalism has conned us into fighting climate change as individuals | Martin Lukacs https://t.co/shJS8C5N7r,786821 +1,RT @CanadianPM: Thanks to @georgesoros for sharing your insights on the global economic outlook and climate change #Davos2016 #WEF https://…,799230 +2,"For the first time on record, human-caused climate change has rerouted an entire river + https://t.co/Qv7vdpqXF8",579591 +2,EPA chief doubts carbon dioxide's role in global warming - BBC News' https://t.co/3IojhsZKDM,666649 +1,"A man who created a fake college, okay. +A man who has no political experience, okay. +A man who says global warming is by the Chinese, okay.",936398 +1,@IUCN_Med participating at #environment & #climate change experto group @UfMSecretariat #mediterranean https://t.co/6bGoRVMTlA,489860 +1,Why humans are so bad at thinking about climate change https://t.co/jTYYsswABA via @YouTube,801083 +1,RT @makeinindia: Where the sun shines: India's solar power commitment is a force against climate change: @WorldBank #MakeInIndia https://t.…,604689 +2,"RT @CNN: Scientists are scrambling to protect research on climate change, energized by concerns about Trump administration… ",280997 +2,"RT @AP_Politics: National Park Service defies White House social media ban, tweets on climate change, Japanese interned during WWII. https:…",292060 +0,@3pointedit climate change triggers the rise of giant orchids which battle giant carniverous plants to devour the dwindling humans #thefilm,735112 +1,RT @SNVworld: Decentralised renewables: the front line against climate change https://t.co/ttIOtvzFMH via @Power4All2025 #COP22 #ClimateAct…,64988 +0,"Who is bringing the tornadoes and floods. Who is bringing the climate change. God is after America, He is plaguing her + +#FARRAKHAN #QUOTE",592626 +2,EPA chief: Carbon dioxide not 'primary contributor' to climate change https://t.co/YCNxXs1hET,749940 +1,"RT @350: In the US? Write a letter to the editor, urge media to connect the dots between climate change & Hurricane Harvey:…",415182 +1,"Wisdom, courage needed in climate change fight | Sudbury Star https://t.co/DXx3UU5wrM - #climatechange",162636 +1,We may have even less time to stop global warming than we thought https://t.co/IMQRGKgOlq,427091 +1,"RT @JanakiLenin: That is why we link rivers, divert climate change funds to GST, lay roads through forests, etc. https://t.co/NQUnebIwck",213109 +1,RT @BillNye: Just a little climate change. What's a few Billion$$ here or there? https://t.co/8OqnggDARD,513810 +2,Donald Trump could put climate change on course for the 'danger zone' https://t.co/TLw09drhLr,495004 +0,If we have a nuclear war it might plunge us into a nuclear winter and then we won't have to worry about global warming,680062 +1,RT @SarahKSilverman: At what point in ur evolution did big oil make u realize climate change was a hoax? https://t.co/HwEz87j89T,270553 +1,RT @sierraclub: 'We've doubled renewable energy production and become the leader in fighting climate change.' -@POTUS in Philly #ClimateVot…,897568 +2,RT @Anothergreen: A Kurdish response to climate change https://t.co/Lx19RqYelt https://t.co/46ZDfM2Vc2,85426 +2,Rex Tillerson may have used an alias to communicate with Exxon officials about the risks of climate change… https://t.co/eFMUmRBQPt,470865 +0,RT @notlinkolafan: I can fix climate change but you won't like it. https://t.co/41xbjndvnM,574243 +1,RT @lenajfc: now the majority of people in office believe that climate change isn't real. mother earth is mourning today,567117 +1,"why are there people that deny the climate change? + +not that I'm mad or anything, I'm just genuinely curious",797624 +1,"RT @NatGeoChannel: Watch #BeforeTheFlood right here, as @LeoDiCaprio travels the world to tackle climate change https://t.co/LkDehj3tNn htt…",22915 +1,"@MrMCos Probably right, but had to challenge him given he doesn't know if climate change is real or not. He should visit Tuvalu, Kiribati",543257 +1,Agriculture victim of and solution to climate change https://t.co/HeOt6JBUr3,682898 +2,RT @Independent: US 'forces G20 to drop any mention of climate change' in joint statement https://t.co/49EE31tyP7,201284 +2,"The Department of Defense continues investment in #cleanenergy and it has little to do with climate change. +https://t.co/VkjKDqUKww",664098 +0,RT @RowanJones_: So all we need to do is pay @KimKardashian heaps of cash to promote climate change solutions. Let's do it people https://t…,115517 +2,Quebec municipalities to discuss climate change in Montreal March 23 #TODAY https://t.co/jjUpLA8X2S https://t.co/MZEeKrqiB3,846879 +2,RT @environmentguru: Trump shifts stance on climate change: … softening his tone on whether climate… https://t.co/BxF2iFfNCP #ClimateChange…,811545 +1,"RT @NatGeo: By using projections from 21 models, researchers predict how climate change threatens our water resources https://t.co/lO4ojvjg…",127503 +2,How climate change could kill Punxsutawney Phil https://t.co/4bI9WeTLEB,796820 +1,"RT @MoscowTimes: Russian astronomers complain that climate change is clouding their night skies. @realDonaldTrump, you have ur order… ",81446 +2,RT @WWF_Australia: NSW landclearing laws a 'loss' for action on climate change: Possingham https://t.co/Ap1dCwLK5f via @RadioNational,495023 +1,"RT @BrentNYT: But, of course, global warming is liberal hoax. https://t.co/r9S01Y8kHr",439946 +0,RT @boredeaths: if global warming doesn't exist then why is club penguin shutting down,157528 +1,RT @evacide: The admin that puts a climate change denier in charge of the EPA puts a guy who can't download his own apps in char…,995488 +1,RT @mzjacobson: Extreme drought symptom of global warming enabled by fossil lobbyists+politicians: UN: 20 million may starve https://t.co/Z…,563695 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,677002 +2,RT @CNN: Kids are taking the feds -- and possibly Trump -- to court over climate change https://t.co/oGw21W7Skw,46425 +1,RT @TulsiGabbard: We must continue to illustrate the impacts that climate change is already having on communities around the world—especial…,309102 +1,RT @JohnGal31268262: The top ten global warming 'skeptic' arguments answered | Dana Nuccitelli | Environment | The Guardian https://t.co/qt…,668444 +1,RT @latimes: Harvey should be a warning to Trump that climate change is a global threat https://t.co/IKaQe3ln23 via…,95753 +2,Scientist spreads the word on climate change — by biking across America | WTOP https://t.co/oBkp3PvTha via @WTOP,43446 +2,RT @EcoloCYL: .@EP_Environment #CETA contraries direction of our commitments to limit global warming below a temperature rise of 2°C #CETAT…,615078 +1,RT @SenSanders: We have a president-elect who doesn't believe in climate change. Millions of people are going to have to say: Mr. T…,520994 +1,RT @igorbobic: The Sunday shows ignored a calamitous new global warming report. Only show to mention? SNL. https://t.co/5wcJHz8bOH,908978 +1,"RT @Matthijs85: 'Before the Flood' +Great documentary on the consequences of climate change with Leonardo DiCaprio +https://t.co/oIO9JZSGSZ |…",13544 +0,RT @mtthwdvs: if global warming doesn't exist then why is club penguin shutting down,437765 +2,Trump is creating a void on climate change. Can California persuade other states to help fill it? (LA Times) https://t.co/L9ZzS5mS6b,45389 +2,"FEATURE-Mexico's Maya point way to slow species loss, climate change. https://t.co/XhKkp2XGub",346368 +1,RT @WFP: Did you know climate change can increase the risk of food insecurity and malnutrition? https://t.co/BNtWtgiHAW https://t.co/VRHESA…,346864 +1,"An old cartoon of mine, but just as relevant today, as climate change denier Scott Pruitt works to subvert the core… https://t.co/Riu4iA9Ct3",413932 +1,Every insane thing Donald Trump has said about global warming - https://t.co/60ONblWYQK,797293 +0,I hope in 2017 people finally learn the difference between global warming and climate change.,487512 +1,"RT @JustinTrudeau: Welcome to Ottawa, @Premier_Silver – looking forward to working together to fight climate change & protect our envi… ",790223 +2,"Google:Action on climate change 'harmful, unnecessary': Trump White House - Green Car Reports https://t.co/sO1V47Qdxt",971309 +1,"RT @OsmanAkkoca: I Am,OSMAN AKKOCA Declaring That İf The Countries Want To Stop #climate change I Am İn Turkey! - #EPA - http://t.co/ewxzr…",911859 +1,To deal with climate change we need a new financial system https://t.co/RahN75lNAk,486278 +2,"From heatwaves to hurricanes, floods to famine: seven climate change hotspots https://t.co/hXjAD92lEx",633833 +1,TNW: Scary interactive map shows how water levels will rise due to global warming https://t.co/uclQ8aH2ir,279205 +-1,RT @CounterMoonbat: The people who predicted parts of Manhattan would be underwater by 2008 due to climate change are concerned about 'fake…,782321 +0,RT @ShellenbergerMD: New @LeoDiCaprio climate change web site attacks nuclear power while nuclear plant closures increase CO2 emissions. ht…,274057 +0,Grandma just said she doesn't believe in climate change lol,194089 +-1,"RT @DanielJHannan: People who accept 'the scientific consensus' on climate change often dismiss 'the scientific consensus' on, say, frackin…",427300 +0,@AveEuropaThe2nd @pb4p You cling to the idea that not having anything about civil rights or climate change on the website isn't the same...,571983 +1,"@WhosImmortal Worth a watch and I believe it has sincere intentions, but came off preachy to me, someone who believes climate change...",936133 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,409448 +1,The tomatoes are still fruiting and flowering in November. Mama's neighbour still thinks climate change is a lie. https://t.co/ggwPf0Jtrv,426704 +1,"@thehill Summary: +Millionaires and billionaires, also global warming will kill us all",163571 +2,RT @guardiannews: ‘There’s no plan B’: climate change scientists fear consequence of Trump victory https://t.co/wg2DfuT3WD https://t.co/LY2…,579555 +1,Hunton/Weindorf explore climate change...villages in Alaska. Worth a view regardless of stance on cc. @KTTZ making an impact! @TexasTech,222383 +2,"RT @MinhazMerchant: G7 environment ministers meet in Italy, pledge to fight climate change as per Paris accord with or without US.…",699604 +2,"RT @democracynow: Chomsky on climate change: 'Every Republican candidate… either denied what is happening, or… said we shouldn't do a…",20724 +1,"RT @chunkymark: True Not all Trump supporters are white supremacist loving racist xenophobic climate change denying sexist swamp bigots, ju…",322294 +1,"Polar bear, wild reindeer decline worsening as #climate change continues to melt Arctic ice: @ABC… https://t.co/E33xo7HcNH",644898 +1,"RT @lsarsour: The first 100 Days of Trump. Repealing Obamacare, dismantling executive orders & flushing climate change in toilet https://t.…",162244 +1,"Thanks Avery Burdett for backing The Environment: A True Story. +For common sense on climate change you can too, at https://t.co/baO7EnlHVO",574100 +2,RT @pink3l3phants: The mayor of Chicago posted all of the climate change data that was deleted off the EPAs website under Trump on the city…,96929 +1,RT @Slate: Politicians won’t tackle climate change. Should we call it something else? https://t.co/6OK9FkBrAB https://t.co/R8sdjCdQKz,63813 +2,"RT @Wine_Newz: The #Wine industry in #Europe could be in trouble due to global warming, researchers warn https://t.co/1LErjnPpMI",545 +1,"@Ty881 @LOrealUSA @nytimes It's not called 'global warming ' it's called climate change. & yes, it's real. But I gu… https://t.co/8muRbDe4mX",380277 +1,RT @SenSanders: We have a president-elect who doesn’t believe in climate change. That’s frightening for this country and the world.,835186 +2,Trump really doesn't want to face these 21 kids on climate change https://t.co/oHfhg9Gz1O https://t.co/ExhoFHE2KQ,664827 +2,RT @aggyk: Five Pacific islands lost to rising seas as climate change hits https://t.co/kmnBmFANdw,927476 +2,"NASA is defiantly communicating climate change science despite Trump’s doubts' https://t.co/E3qtwWYV3Z @NASAClimate Lift ‘em up, y’all!",924682 +0,RT @PlessCatherine: Team energy/climate change we should check this out #McGgovt @mariamartmcg @cocodupepe1 @marlapeyre @elisef_fant https:…,578951 +1,"Talk about it when you believe in something, especially climate change. Because we need to know that we aren't alon… https://t.co/CnbbASBUIT",929720 +0,"RT @pollreport: To address climate change, US is: +Doing enough 18% +Doing too much 19% +Needs to do more 59% +(Quinnipiac U, RV, 3/2-6) +https:…",999888 +2,RT @Fusion: Peru is suffering its worst floods in recent history—and some scientists say global warming is to blame: https://t.co/3EGbsYVNJq,776884 +-1,RT @TuckerCarlson: Forget about its poverty or exploding crime rate... the mayor of New Orleans is making climate change a top priorit…,342566 +2,RT @Environment_Ke: Kenya has ratified the Paris Agreement on climate change @JudiWakhungu @MyGovKe @NemaKenya @KeForestService…,404016 +1,RT @hoplitnet: Conservative logic on climate change. https://t.co/xj7EyTwwJX,402974 +-1,@JWilla_ @SethMacFarlane if global warming is real why change the name to climate change? The weather changes naturally doesn't it?,68653 +1,RT @WaterBart: Many braved the snow in Denver to demand action to curb climate change. Inspired by #DenverClimateMarch…,597063 +0,"RT @ezralevant: All of @SheilaGunnReid's videos from the UN global warming conference in Marrakech, with more to come:…",982400 +1,RT @Greenpeace: The best way to protect a coral reef is to take action on climate change. Simple. https://t.co/yPb0xQ2IVA https://t.co/YdYq…,287190 +0,"RT @weathernetwork: It's snow joke, climate change claims yet another casualty. #SaveOurSnowmen https://t.co/5tTjKcOpEQ https://t.co/ou4MKV…",572640 +1,"RT @UNEP: 'I call on world leaders, business & civil society to take ambitious action on climate change.' - @antonioguterres…",325238 +2,RT @HuffingtonPost: California professors sign open letter to Trump urging action on climate change https://t.co/zQBYtItW7n https://t.co/bA…,926165 +0,RT @TheNextWeb: National Geographic’s climate change documentary with Leonardo DiCaprio is now on YouTube https://t.co/qMsxAyKcjo https://t…,798960 +2,RT @aireguru: California knocks Trump as it extends climate change effort: SAN FRANCISCO (AP) — Gov.… https://t.co/EPBSdMNTT1…,708842 +2,"On climate change, Scott Pruitt causes an uproar — and contradicts the EPA’s own website - The Washington Post https://t.co/twyzNb4deV",969936 +1,RT @ClimateChangRR: Conversations by top climate change influencers in the last week https://t.co/ltPpv1qcnd,492265 +1,"@DirtwolfDirt 2. it evolution, species adapting to the environment but climate change is an important fact, involve… https://t.co/EkjzsfugdT",180336 +1,"RT @AmyDentata: White supremacy thrives on denial of facts. The same denial that says global warming is a hoax, that vaccines cause autism……",152923 +2,"RT @HuffPostPol: The effects of climate change on wildlife are far worse than we thought, study finds https://t.co/wtJ7F15Pez https://t.co/…",172915 +1,RT @1followernodad: Donald Trump once backed urgent climate change initiatives. He doesn't believe anything he's doing.,811340 +2,Australia being 'left behind' by global momentum on climate change https://t.co/wScQTAG2QV,524603 +2,"Trump appointees on climate change: Not fake, not a big deal either https://t.co/tIKAdhBALJ",494735 +1,"RT @KamalaHarris: Our obligation, both as a global leader and as the planet’s second largest polluter, is to combat global warming—a threat…",391519 +1,Didn't the president of the United States tell us that climate change was a Chinese hoax? https://t.co/G5AuigfA2u,290906 +0,"RT @ULTRAVlOLENCE: Interviewer: 'What do you think about global warming?' +Melania Trump: 'Hello... He's kind he's strong, he's a great... c…",915279 +2,Recent pattern of cloud cover may have masked some global warming: There’s a deceptively simple number at the... https://t.co/B2u5ucFrJK,267223 +1,RT @SmartCitiesSCIS: Claire BAFFERT: Interested in City-twinning programme on adaptation to climate change? New call opens in July!…,527056 +1,now tell me that climate change isn't real https://t.co/UVUU1UOGaH,394760 +-1,Hope they get a chance to skip climate change for good. https://t.co/mv7JDUohie,655205 +1,Donald Trump's environment boss doesn't think humans are driving climate change despite decades of scientific…… https://t.co/aZ7MOFIdtw,429174 +1,RT @DomRKing: you're honestly dumb as hell if you think climate change isn't a real thing 🙄🙄,794085 +1,US takes (the world) another step backwards. @EPAScottPruitt denying human impact on climate change - ignorance or… https://t.co/V2MzqgAlQ9,989537 +1,"RT @amkmusty: In addition to the fact that it's one of our largest contributors to global warming, it is a shameful loss of an ex…",785601 +1,RT @OccupyWallStNYC: Remember that for decades #Exxon misled the public about climate change. #RexTillerson https://t.co/3F4KarXDGn,661212 +2,RT @guardianeco: Paris climate change agreement enters into force https://t.co/JJTou0jtLj,754144 +1,"@danhiscock1998 It's not just global warming (although of course that's massive) but loss of species, water, soil fertility etc etc.",15020 +1,RT @JamesDukeMason: Raising animals for meat production is a huge contributor to global warming. That's why I'm a vegan! #progressive https…,101226 +1,RT @amcafee: .@LHSummers: Trump trade polices are 'the economic equivalent of denying climate change or being for creationism.' https://t.c…,204512 +-1,RT @PrisonPlanet: A bunch of Oxford elitists want to tax the food of poor people because 'climate change'. How about fuck off instead? http…,625319 +1,RT @Fusion: America is about to become the only country in the world with a leader who doesn’t think global warming is real.…,801278 +1,"RT @DonnaFEdwards: Trumpian theory: if we don't research climate, then climate change won't exist. https://t.co/hWHsNecrhm",219945 +0,"@NuritBen if u ask me ? I say this is global warming position in real world ,as was ,in ranges are different ,trans eural ,India ,africa",674753 +2,Top climate change articles from last 48 hrs https://t.co/DnWNM9EGN0,479440 +1,"RT @AltUSDA_ARS: Finally, the truth behind this Administration's tacit support of climate change! https://t.co/NJGVQtLXWo",636739 +0,"RT @jedrlee: Hey girl, are you climate change? +Because I'm going to ignore you until you fuck me.",318737 +1,RT @nowthisnews: The climate change 'hiatus' is bullish*t https://t.co/y1fKETHU3d,404285 +0,"Denying climate change is real, but let's celebrate how we will overcome the power of Obamacare, another 20 million more",539835 +1,RT @theecoheroes: Government 'tried to bury' its own frightening report on climate change #environment #climatechange #flood https://t.co/7…,726621 +-1,RT @DineshDSouza: THOUGHT FOR THE DAY: If gender is a social construct--which is to say 'all in your head'-- maybe climate change is too,408538 +1,11 terrifying climate change facts https://t.co/JgUosRxVlf,551452 +1,"NOAA: 24 of 30 extreme weather events in 2015 have climate change fingerprints, such as Miami sunny day flooding;… https://t.co/x3Z3seQien",900230 +1,"RT @NatGeoChannel: Watch #BeforeTheFlood right here, as @LeoDiCaprio travels the world to tackle climate change https://t.co/LkDehj3tNn htt…",41783 +1,new mexico suffers worse climate change than the great barrier reef.,935123 +0,RT @BecketAdams: Journo Twitter seems much angrier about Bret Stephens’ climate change op-ed than it was last week after NYT publish…,566474 +1,RT @ab_noble: Bill Gates launches $1B clean energy fund - Showing private investors taking reins on reigning in climate change https://t.c…,237841 +2,Trump team memo on climate change alarms Energy Department staff - CNBC https://t.co/E7uMmZsP67,217758 +2,"Pennsylvania: New fracking reports clash over effects on health, environment, climate change https://t.co/YELNdnZwd1",135447 +1,RT @frankieboyle: Let's look on the bright side. Maybe climate change will kill off humanity before a Global Fascist government can start t…,978071 +0,@drshow @AmyAHarder @chriscmooney @surveyfunk why do we project what climate change will look like 30 years from now? Why not 1 year?,887777 +1,RT @UNEP: Study finds that marine reserves are helping ecosystems cope with climate change. Read more: https://t.co/zw8D5UJXJg https://t.co…,278173 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,818849 +1,"40% of the US population does not see why it is a problem [global warming], since Christ is returning in a few dec… https://t.co/71mqzswqq5",300697 +2,"As Exxon CEO, Tillerson used alias in emails on climate change: NY attorney general - The Japan Times… https://t.co/RNMe3cIW1P",453068 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,64499 +1,Someone tell Trump to watch The Day After Tomorrow. Maybe he'll start believing in climate change if we show him something on his wavelength,647602 +1,"All faiths must unite to fight climate change, clergy urge - https://t.co/KbcRQeeHtG #FaithAndClimate #ClimateStewardship",285712 +1,"RT @Agent350: 400,000 deaths a year are linked to climate change. Trump exiting the #ParisAgreement is a humanitarian crisis. https://t.co/…",592183 +1,"RT @SanSip: Roses are withered +Violets have an odd hue +And climate change +Is coming for you, too.",207267 +0,@KFB9999 Maybe global warming is messing up its sleep cycle. @CuntPanda @Globetoppers @Rickagain,602635 +2,Scott Pruitt’s office deluged with angry callers after he questions the science of global warming… https://t.co/oSkpqXs884,653798 +1,"Dems come up will stupid bill regarding 'fake news'.How about issues such as climate change, healthcare reform, etc. +https://t.co/jk7EuLDbbn",940241 +1,"the first animal exclaimed extinct thanks to the recent, human-caused climate change: the bramble cay melomys",151081 +2,RT @AJEnglish: #WorldPenguinDay: This Penguin colony is at risk from climate change. https://t.co/IBMSbIssbX,860254 +0,RT @mercnews: Cartoons: Donald Trump and climate change https://t.co/M4TtxR85ss https://t.co/kRWCn0hXPz,426601 +1,"RT @interfaithpower: Trump exec order to undo #climate progress won't undo #climate change . But will make its impacts worse, cost lives, a…",892662 +1,"RT @DavidCornDC: Hey Florida, nice little Everglades you've got there. Thanks for voting for a climate change denier. See you in hurricane…",67416 +1,"RT @tripgabriel: Trump: 'nobody really knows' if climate change is real https://t.co/wQK0EbH9wf +Check 97% of most active researchers https:…",884412 +1,"RT @TomFitton: On climate change, Scott Pruitt causes an uproar - and contradicts the EPA’s own website.Hooray! https://t.co/Dw7TuDFAdL",128064 +2,UN meeting urges 'highest political commitment' on climate change | via @AFP,505796 +1,RT @Clairecorcor: #MothersMarch4Climate bc climate change is no hoax! https://t.co/mLt6y9x80w,555674 +1,RT @DanNerdCubed: Trump's put a climate change denier in charge of the EPA? https://t.co/iKRrbXRS4f,884933 +1,RT @_xninox_: If this event didn't prove to y'all how real climate change is and how it affects us idk what will,995102 +1,RT @Jackthelad1947: We need more climate change warriors like Naomi Klein #auspol https://t.co/AwdQoDazNY https://t.co/2k0xc5HDlx,236227 +1,This sunset is the earth saying 'vote for someone that thinks climate change is real or y'all won't be getting any more of these',780003 +-1,RT @ClimateTruthNow: George Clooney claims that man-made global warming must exist because liberals agree that it exists: https://t.co/5KBJ…,259378 +2,RT @AJEnglish: Reindeer are disappearing at an alarming rate in Alaska and Canada due to climate change. https://t.co/efbSqQhKwg,751293 +1,"RT @HillaryClinton: 'If you believe in science and that we have to act on climate change, then you have to vote!' —Hillary https://t.co/jfd…",183455 +2,RT @ajplus: The Obama admin is sending $500 million to a global climate change fund. https://t.co/zqJQ44GnbV,257488 +-1,@KellyHinesTW all of us cold people from Tulsa and Mich will cool down the place. So much for global warming. #miamibeachbowl,476576 +0,"RT @KejayUrbane: Its humid its hot global warming is a thot +-kejay urbane; a mood piece",224618 +1,RT @SenSanders: If we don't address climate change there'll be more conflict over limited resources. We must listen to scientists not fossi…,60851 +1,"RT @MikeGrunwald: Not the key takeaway but it's truly good that even Trump aides have to say manmade climate change is real, even if they d…",867327 +2,"RT @tongotongoz: #lastnightinsweden : Mass immigration from the north, due to global warming. https://t.co/fJ8nMLKREP",173509 +1,"@maryedavis72 I’m creating a new think tank for climate change, would you join and post your tweet also at https://t.co/nZCxr5XRhU ?",785415 +0,@realDonaldTrump YAY! Only 1 thing concerns me. Please look more into climate change. Those boys who deny it get bi… https://t.co/mHh7O88yTp,410459 +0,"RT @GabrielGrims: Habitat loss, more than climate change, is driving the species extinction crisis. https://t.co/p6M9kuPlHa",348682 +1,Ten of the ugliest animals threatened by climate change https://t.co/qLaa6R4olI https://t.co/1kyKXfksJg,302193 +1,RT @simon_reeve: Our world needs protection!! Sign up to @WWF_UK #EarthHour & show you want action on climate change. https://t.co/UPkIVBqe…,244768 +0,"RT @RealPeerReview: Why climate change will cause the resurgence of dragons. +https://t.co/yyjWtqlkDg https://t.co/LfI0Wi8as0",693160 +2,RT @wef: Why cities are outpacing countries in the race to curb climate change https://t.co/s7GQg2epsp #environment https://t.co/K9XTL6JOZC,421239 +1,"RT @JoyAnnReid: The next four years could set the United States back decades, in education, science, trade, climate change and more.",287983 +1,"RT @teddygoff: Fun fact: if elected, Donald Trump would be the only leader of any nation on earth who denies climate change. https://t.co/9…",286842 +1,RT @Mark_Butler_MP: 73% of Aussies want strong action on climate change & energy because it will create jobs & investment. #ClimateoftheNat…,791173 +1,"RT @GreenpeaceUK: Nicola Sturgeon won't meet @realDonaldTrump while in USA, she'll sign agreement on climate change with Trump critic…",66725 +1,RT @keekin_it_real: it's really sad how some people still don't believe in climate change. the world is literally changing before your eyes…,788882 +2,#NBC News - Posts | Trump dismissed man-made global warming a 'hoax' during... https://t.co/d5IjbHxJIT https://t.co/kHOscAOBoa,646506 +1,RT @mic: Watch misinformation about climate change be dispelled with real facts https://t.co/4hG1GDrKq2…,351711 +1,"RT @AlongsideWild: In 2016, for the first time ever, a mammal species went extinct due to climate change: https://t.co/M2fn6a5DNp. + +#ITwee…",57068 +2,"RT @wef: Many young people fear climate change and poverty, as much as they fear terrorism https://t.co/pahvdXJYv2 https://t.co/FO6Ja1NQEN",776251 +1,RT @_RyanBurnett: Only in America do we accept weather predictions from a groundhog yet refuse to believe in climate change from scientists,698983 +1,@SheWhoVotes And with climate change that will be Ohio,696569 +0,"RT @CatalyticRxn: Trend is toward increased acceptance of climate change, but acceptance that it's human-caused is flat. #science2016electi…",92629 +1,"I'm not trying to be rude, but do people that voted for Trump not believe in climate change? Honest question.",826249 +2,RT @TheBaxterBean: BREAKING: Trump signs executive order dismantling President Obama's efforts to combat climate change.…,45310 +1,"RT @AssaadRazzouk: In the new new world, China lectures the United States about climate change and the importance of cooperation betwe…",855556 +2,RT @tveitdal: Barack Obama warns climate change could create refugee crisis ‘unprecedented in human history’…,783867 +1,RT @AnonyPress: 2016 was the year that the United States elected a man who believes that global warming is a Chinese conspiracy,242689 +1,RT @DeanLeh: Scientists leak key climate change report before Dirty Donald Trump could block it. https://t.co/oF5eddncRC,672110 +2,RT @clintonkowach: Ethiopia's coffee industry threatened by climate change https://t.co/uhp73Q7Apg #News #Bibleprophecy #Truth #Knowledge #…,284949 +1,Come at me with 'climate change isn't real'. https://t.co/SYiqGGcTLJ,678858 +1,RT @BernieSanders: Some politicians still refuse to recognize the reality of climate change. It’s 2017. That’s a disgrace.,436217 +2,RT @EnergyBoom: China: Trump's election will not jeopardize global efforts to combat climate change #COP22 https://t.co/diYvzdVwNP,749167 +1,"RT @cathmckenna: 'Instead of debating whether reducing carbon emissions is too expensive, we should consider how much climate change…",174138 +1,RT @FastCoExist: Here are 100 totally achievable things we need to do to reverse global warming: https://t.co/Q21K0mLFLH https://t.co/ZTnAY…,449976 +0,RT @cat_beltane: it was cool when 0 of the 3 US presidential debates featured any questions whatsoever about climate change https://t.co/gK…,671187 +2,RT @ClimateCentral: Every Trump cabinet nominee's position on climate change → https://t.co/5TQchTUI3e,308147 +2,RT @PetraAu: EPA head Scott Pruitt denies that carbon dioxide causes global warming https://t.co/fYNTWW7ZKF,853060 +1,"@DAX1942 I’m creating a think tank for independent thinkers to solve climate change, would you post also at https://t.co/3nG3t7oJZI",792914 +2,Exxon ordered to hand over Rex Tillerson's secret emails to climate change prosecutors #SmartNews https://t.co/RpR5wV3IvN,95494 +2,RT @nytimes: Spring came early. Scientists say climate change is a culprit. https://t.co/Zf5nGEkarf https://t.co/npwkuPgG6W,724436 +1,"RT @McCauley_Lab: Want to know if climate change is real? Ask a fisherman. + +https://t.co/NfDAODN2J1 https://t.co/RnNGsSO0SE",84782 +1,"RT @pablorodas: #climate #p2 RT With climate change deniers in charge, time for scientists to step up. https://t.co/5NCZCwav5J…",869795 +-1,RT @BIKERDAVE100: Question Al Gore on climate change and he'll call you a 'denier' | Climate Change Dispatch https://t.co/9ckMF56s32 via @c…,517732 +1,RT @fonzfranc: highlighted some black leaders in the fight against climate change for @blavity | https://t.co/nTIpOMNSER | ✊����,811030 +0,"RT @RepStevenSmith: A CNN host said we should all vote for Hillary because she believes in climate change. + +These countries make one t…",672721 +1,"RT @PoliticKels: Don't worry about global warming. We're going to build a new Earth, a bigger Earth, it will be the best Earth ever #TrumpN…",419694 +1,RT @TheCinnamon75: Vote for who you think is the best candidate. Please know climate change is a very real thing and we are currently destr…,156911 +1,"I swear I will never scoff at global warming again, please just let the temperature fall below 60",96952 +1,.@Oxfam on EP #ETS vote: MEPs fail to ensure support for poor countries in adapting to effects of climate change https://t.co/lexs7Xb3ZH,239796 +0,"hello, do you think global warming is actually a form of warfare? cool me too!",911924 +1,RT @busterjimmy: @MarkRuffalo So depressing I know. The fact that global warming is increasing at alarming rates and nothing is bein…,714937 +1,RT @WIRED: 2016 was a pivotal year in the war on climate change https://t.co/TxUcENlbGl,307514 +2,RT @mmcphoto: The real news: #climatechange Record-breaking climate change pushes world into ‘uncharted territory’ https://t.co/bUrdh1Wc6W,368457 +2,RT @Energydesk: #ShellKnew | 1991 film emerges showing oil firm Shell warning of climate change https://t.co/bMYKUMHbgz https://t.co/fRNumr…,315269 +2,RT @AmazngEbooks Author and radio host suggests we've already lost the climate change war: https://t.co/iLv2tlDZFS,726977 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,791394 +1,@realDonaldTrump's dangerous climate change denial https://t.co/yx5GyMK4DD,780045 +2,Malcolm Roberts on why he doesn't believe in climate change - SBS https://t.co/sA9KiNW1y5,866846 +1,RT @alvinlindsay21: 'River piracy' is the latest weird thing to come out of climate change https://t.co/4FAlHrgX1C @mashable https://t.co/…,675180 +0,RT @hoosierworld: Entertainers are all good if they're meeting w/ lib presidents to work on climate change but how dare one talk abt urban…,824789 +1,"RT @Scientists4EU: So, should we join in? -and march in solidarity with US colleagues on issues of climate change, antiscience & Trump? +htt…",981561 +2,Does climate change cause conflicts in the Sahel? https://t.co/TWOymIVAVs,429634 +1,RT @jimkchin: Good to see reporting on climate change taken this seriously. https://t.co/nOR42vgh5n,535477 +1,RT @nathanTbernard: @realDonaldTrump but I thought climate change was a hoax manufactured by the Chinese? https://t.co/sn6u2qpHyI,562950 +1,RT @smilleesims: It's 60 degrees. InJanuary. Up north. And our President-Elect doesn't believe in global warming 😂😂,187703 +1,It snowed in the fucking Sahara desert...try telling me that global warming isn't happening... https://t.co/ph5o2960Fk,979276 +2,"Europe faces droughts, floods and storms as climate change accelerates #climatechange https://t.co/FhMJ2h353f https://t.co/F1cNu2jsnG",459949 +1,RT @AyyThereDelilah: Florida's dumb ass voted Trump now y'all gone be underwater because Republicans don't believe in climate change.,47157 +-1,Al Gore is a fraud and refuses to debate global warming https://t.co/P9R5aRLcmW,561503 +2,Bill Gates and investors worth $170 billion are launching a fund to fight climate change through energy innovation https://t.co/dcBp20YMGY,893296 +1,"RT @AWF_Official: If you want evidence of climate change, just look at Amboseli National Park, says AWF's Fiesta Warinwa. Here's why:… ",271359 +2,@Stanford scientists link extreme weather and climate change: https://t.co/rXCumiNime https://t.co/YGJAK5guKY,184580 +2,"Germany, California to tackle climate change together https://t.co/dlb4hHDfgG",262320 +2,RT @CNN: President-elect Donald Trump says 'nobody really knows' if climate change is real https://t.co/0GAtmSMVZe https://t.co/i3tOPIFlG2,881920 +1,RT @BernieSanders: #ImVotingBecause the future of the planet is at stake. Hillary Clinton will combat climate change. Donald Trump thinks i…,161234 +-1,RT @USFreedomArmy: When will people understand this about globalism & not global warming. Enlist ----> https://t.co/oSPeY48nOh. Act!! https…,787567 +1,Imagine actually not believing in climate change even China believes in climate change,72722 +2,RT @cnni: The mental health implications of climate change https://t.co/VaBvPGyKt6 https://t.co/Kreu66e0Y6,703328 +0,@classy_like_koi climate change man,103358 +1,RT @AAPsyc: Because Canadians believe in science and climate change! #WhyILoveCanada,880789 +1,@EmmanuelMacron Your Excellency the President：in response to your great climate change policy，I'm looking forward to discuss with u in depth,907459 +2,"RT @guardian: From heatwaves to hurricanes, floods to famine: seven climate change hotspots https://t.co/JUkIm68rbH",299727 +1,"RT @Climate4Health: 'We've got a big public health problem here with climate change' -Bob Perkowitz, @ecoAmerica President https://t.co/g3U…",516127 +1,Stewart Jackson retweets fellow moron and climate change denier Paul Joseph Watson https://t.co/YNAzUKVlua,372982 +1,"RT @jack_johnson55: The environment is a silent stakeholder in everything we do, and climate change is its way of speaking. We can't ignore…",344525 +-1,Snow in April? Yeah global warming is real,896213 +1,RT @greenpeaceusa: Heartbreaking images of climate change that should make even the biggest deniers feel something…,792188 +-1,"RT @realDonaldTrump: It's freezing outside, where the hell is 'global warming'??",232687 +0,"@justin_kanew @realDonaldTrump + Keep on it. heard something like this week's ago. It's not just climate change info.'they' are taking down",7061 +1,@_Isabella_C__ are you kidding?! You think climate change doesn't exist?! Where did you go to school???,427180 +1,"sorrow and misery, climate change, instable financial systems, ... - something is going wrong #world",459620 +2,RT @washingtonpost: China tells Trump climate change is not a Chinese hoax https://t.co/NID1bEzh89,464602 +2,RT @CTVNews: Canada will capitalize if Trump takes step back on climate change: Trudeau https://t.co/cx7WBqmGAt #cdnpoli https://t.co/YbpSE…,398500 +1,RT @johniadarola: If we start calling climate change 'Radical Islamic Terrorism' do you think we can get Trump to fight it?,850852 +1,Simulating US #agriculture in a modern Dust Bowl #drought https://t.co/Eob4keusjq Bad news and reason for #climate change concern.,813359 +1,RT @ericcoreyfreed: Anthrax spores stay alive in permafrost for 100 years. Enter climate change. Can you guess what happened next? https://…,369036 +1,One Trump promise might really destroy the world & all life as we know it: turning away from halting climate change & promoting it instead.,158435 +1,RT @mishacollins: Good point! @realdonaldtrump IS the candidate who might end global warming by bringing us nuclear winter. DON'T BE…,857621 +2,Chairman of the House science committee says climate change is 'beneficial' https://t.co/QbriJx7qHy via @HuffPostPol,923432 +-1,RT @GeneraLeeIntuit: @dcexaminer Weathermen can't get tomorrow's climate change right but based on the same data they predict the climate 2…,608734 +1,Oi @realDonaldTrump do you continue to think that climate change is a Chinese plot? #SpicerFacts #Trump #MAGA https://t.co/uCOXYc4Hkb,790402 +1,"RT @dharmadude: @MDBlanchfield The Trump climate change hoax, is the biggest hoax on Earth. DT wants sanctions lifted on the $500B…",809648 +0,Some kid named Naomi asked when climate change actually started. Damn. Mike drop for this little 6 yo. That's a big question!,136301 +2,RT @p_hannam: 'Disaster alley': #CycloneDebbie shows how #climate change will test Australia's military https://t.co/lO84danDIt via @smh #A…,866517 +1,RT @StigAbell: I know nobody cares about climate change in the brave new world. But the red line is this year's sea ice. This look…,168616 +1,RT @VICE: Trump's climate change policies keep getting worse https://t.co/kT8tq06YA3 https://t.co/7hhmXlji1B,849923 +1,"RT @capitalweather: The 5 things you should know about climate change: +1. It’s real. +2. It’s us. +3. Experts agree. +4. It’s bad. +5. Ther…",580765 +0,Amitav ghosh talks of climate change in new book _ business standard news central ... - https://t.co/VNZ5ZDwthG,295048 +1,RT @BOM_au: ICYMI: How has Aust. climate changed & how will it change in the future? #StateoftheClimate @CSIROnews…,962529 +1,RT @SenSanders: We have a president-elect who doesn't believe in climate change. Millions of people are going to have to say: Mr. T…,302899 +2,"RT @WhySharksMatter: US federal department is censoring use of term 'climate change', emails reveal #a #feedly https://t.co/x7Xpp2FJ29",36220 +1,"I just joined @NatGeoChannel @21CF in combating climate change. Take action #BeforeTheFlood +https://t.co/d3WYapTckT",190285 +-1,RT @realDonaldTrump: The concept of global warming was created by and for the Chinese in order to make U.S. manufacturing non-competitive.,58851 +-1,"RT @BrentBozell: If you rewrite history to fit the climate change agenda, you're not a journalist. You're a propagandist. https://t.co/T6s7…",119415 +2,"The White House calls climate change research a ‘waste.’ Actually, it’s required by law +https://t.co/qgkrGz4EdK",898781 +1,RT @climatehawk1: How #climate change is altering spring | @MichiganRadio https://t.co/OoxoXwb3Zt #globalwarming #phenology…,885265 +2,Trump to roll back use of climate change in policy reviews: source - Reuters https://t.co/3QFKbL0hHX,54145 +0,"RT @Grayse_Kelly: 'Polar bears don't have any natural enemies, so if it dies, it's from starvation' +This is for the 'global warming…",433579 +0,RT @SonofLiberty357: Poll: Is man made climate change a scientific fact?,982442 +-1,"RT @hrkbenowen: The HORROR! Chelsea Clinton blames diabetes on climate change, gets fact-checked HARD https://t.co/e2Ue5nVHoa",861443 +0,RT @djmikerawk: do fireworks contribute to global warming? asking for America.,464700 +2,Companies involved in the green sector may have a problem with a President Trump and climate change https://t.co/g7GqTMpwx4 via @business,274309 +0,@VP @POTUS While 86ing climate change monitoring/modeling.,399411 +1,"An African architect’s profound message about climate change, built under a tree in London - Quartz https://t.co/Et0X9MDwPM",726152 +1,RT @scienceclimate: I teach AP Science used it to explain the Science of climate change & how the @HeartlandInst is a mouthpiece for f…,526221 +1,RT @EllePuentes: When someone's an environmentalist and militant against global warming but they still eat meat...... https://t.co/mYLdOK3Y…,63963 +0,@MetroWaterworks talking about climate change programs with @RalucaEllis @TheFranklin https://t.co/j72wkJO02v,548810 +1,"@GavinNewsom @EPA I'm new to this climate change idea, can you in your own words list the facts so I can use them to battle the unbelievers",453586 +1,"RT @ComedyPics: Me: *Enjoying Life* +My brain: you're broke, a nuclear war could start soon, and global warming is getting worst https://t.c…",368036 +1,"Donald Trump is about to undo Obama's legacy on climate change. +Big Business-1, Trees & Air-0 +https://t.co/g1Y7rh8GvA via @HuffPostPol",37657 +1,.@tanehisicoates 'Those of us worried about global warming should be concerned.' #INBOUND16,374306 +1,Many of my fellow U.S. citizens and companies stand with the G19 in support of climate change. #ParisAgreement… https://t.co/9KllwgJvcu,257998 +2,RT @business: China tells Trump climate change isn't a hoax it invented https://t.co/eWVQtI28t3 https://t.co/7qV3RfzTTE,382186 +1,Leonardo DiCaprio's fantastic new documentary on climate change is now free (legally) to watch https://t.co/gZ3ASSuD6e,391152 +1,"@frackingzionist @coopernumpy @TheRoadbeer Or if climate change (in which I believe, make no mistake) literature da… https://t.co/q06EJ756Rt",347026 +1,"In the spirit of baru pulang liburan dr Bali, I urge every Indonesian who denies climate change to go there then google pics fr 10yrs ago",932133 +1,Add your sleep to the (long) list of things climate change might threaten. Recent research published in Science... https://t.co/zOlcJjtLdE,915562 +0,"Electromegnatic energy inthe AIR,(puja diya ko boojate hi,weather climate change AIR technologySE)hipnotize yourmind https://t.co/dGXvZZ2v84",162912 +2,Trump's energy staff can't use the words 'climate change': https://t.co/cUnUJ1su1e,663149 +-1,RT @TwitchyTeam: New York Times 'slammed' with cancellations as punishment for climate change heresy https://t.co/uritRij1d6,478299 +1,Deforestation 2nd largest contributor to climate change #sxsw17 https://t.co/uuDMkJ6WH1,171835 +1,RT @cwebbonline: It's a crime that we went this whole election cycle with barely a mention of climate change! #BeforeTheFlood…,404379 +1,Colbert mocks Trump for idiotic climate change comments .. https://t.co/tVgRmyXZd9 #climatechange,114507 +1,SenSanders: NEW: Environmentalist billmckibben talks about the movement to combat climate change on The Bernie San… https://t.co/doY6DUZ7P2,257317 +1,I don't understand Republicans reasoning for not believing in global warming. Did I miss the part of the Bible where it says fuck science?,474869 +1,It’s safe for scientists to raise some heck when it comes to climate change. https://t.co/ZgAXjB3y4o via @grist,129878 +2,Google Новости: Climate change: Fresh doubt over global warming 'pause' - BBC News https://t.co/eNOol1r8K0,574015 +1,How to green the world's deserts and reverse climate change | Allan Savory https://t.co/BNP3kIQLDn,607309 +1,RT @davidaxelrod: It's 60 in Chicago. Snowed in the UAE. And the Senate just confirmed a climate change denier to run the EPA. https://t.co…,868867 +1,Stopping global warming only way to save coral reefs https://t.co/NLFe5dlThH,29252 +1,"RT @ClimateChangRR: COP 22 — Morocco, a leading country in Africa to adapt to climate change | Climate Agreement News…",118058 +1,Here’s why the new EPA chief Pruitt is ‘absolutely wrong’ about CO2 and climate change - PRI https://t.co/9kiwn6cSV8,928636 +1,RT @KmiotekC: 'Fighting climate change fights also global injustice ' @DieschbourgC #Greens2017 https://t.co/0CfgA6VqLg,891624 +2,"In executive order, Trump to dramatically change US approach to climate change https://t.co/iacmB7hkL9",976233 +0,RT @willemjoustra: Waar blijft die global warming? https://t.co/XO9Xh4aReg,539810 +1,“Chevron is first oil major to warn investors of risks from climate change lawsuits” https://t.co/keSMtYs4Nh #abpoli #oilsands #tarsands,234018 +1,Broader national efforts to address the gender dimensions of climate change need to be implemented ' #COP22,11896 +1,"RT @codinghorror: I guess the good news is that with global warming accelerating on Trump's watch, Florida will be less of a factor in futu…",382943 +1,RT @Slate: China very kindly explains to Trump that it didn’t invent climate change as a hoax. https://t.co/H33ga7bosm https://t.co/BCVbGqZ…,272284 +0,@FvCKRvCISM @CNN our president-elect thinks climate change isn't real too.,667514 +1,RT @nytimesbusiness: A look at some long-shot engineering ideas to keep climate change from wrecking the planet https://t.co/Qxc489Z4bv htt…,598595 +0,"@Nanas_Ranch @CNN +No, it is when hell freezes over - climate change!",188412 +1,@nationalpost @Nehiyahskwew @fpcomment Proof that the National Post is the last bastion of oil payed climate change deniers @extinctsymbol,423233 +1,RT @BernieSanders: #ImVotingBecause the future of the planet is at stake. Hillary Clinton will combat climate change. Donald Trump thinks i…,100270 +2,"RT @sunlorrie: World leaders duped by manipulated global warming data, top NOAA climate scientist says https://t.co/buh4vcT8Dl",654325 +0,RT @Suh_shu: your mcm thinks global warming is a myth,586799 +1,"RT @KamalaHarris: If this administration won’t do it, CA will pick up the torch and lead the way in the fight against climate change. +http…",419174 +0,The climate change ship has already sailed,971858 +-1,RT @realDonaldTrump: The global warming we should be worried about is the global warming caused by NUCLEAR WEAPONS in the hands of crazy or…,928037 +2,Trump to drop climate change from environmental reviews: Bloomberg https://t.co/YYCle6xGnR via @Reuters,921918 +0,Two species that are declining due to global warming�� The Romans caught a Hebrew Character last weekend - a bloke c… https://t.co/GTUWzsb3KK,214432 +1,RT @SpiritualSmoker: it's absolutely disgusting how big of a problem climate change it yet nobody seems to give a fuck,98546 +1,"@TimWattsMP Isn't that part of the Secret Coalition agreement ? +To do as little as possible/thwart climate change policy + #auspol",890039 +0,Inspired by global warming...fwm,707859 +2,RT @GRI_LSE: President-elect Trump considering ways to fast-track US withdrawal from #ParisAgreement on climate change https://t.co/5DqFFWP…,94903 +1,Agreement on science prerequisite for progress on climate change. Pr Palmer excellent to this end @LSEGeography https://t.co/AnxXsVdSvp,169681 +1,"RT @SenBillNelson: Sea-level rise is a real threat to Florida. If the U.S. stops fighting climate change, the rest of the world will too an…",902697 +1,"RT @SenSchumer: Powerful article frm @KHayhoe: Everyone believes in global warming, they just dont realize it. Time to #ActOnClimate https:…",665471 +2,"Climate talks: 'Save us' from global warming, US urged - https://t.co/Z3r4xTo50Y",325542 +2,RT @thinkprogress: EPA administrator Scott Pruitt did not mention climate change once in his first speech to the EPA…,387776 +2,China delegate hits back at Trump's climate change hoax claims https://t.co/P8EIwDMMux,622396 +1,RT @HarvardBiz: It is very possible that global cooperation to fight climate change will collapse due to the Trump presidency https://t.co/…,86753 +2,CDC’s canceled climate change conference is back on — thanks to Al Gore https://t.co/ZR3uHwE58F,374072 +1,"RT @AssaadRazzouk: In the new new world, China lectures the United States about climate change and the importance of cooperation betwe…",973562 +-1,RT @RealJamesWoods: Do penises cause climate change? Discuss | The Spectator // I need not comment on this one... #liberals https://t.co/oc…,33000 +1,RT @WorldNuclear: Nuclear C02 emissions comparable to wind. Agree that we need nuclear to fight climate change? Sign our pledge…,784575 +1,"RT @planitpres: Very productive meeting of the @ADEPTLA Planning, Housing & Regeneration Board discussing housing, climate change and indus…",906123 +1,"RT @1followernodad: parent: I'd do anything for my children! + +Scientist: here's how to stave off climate change so your children can stay o…",267313 +1,RT @mikegalsworthy: I have a serious problem with this. UK is undercutting EU colleagues. Tory party full of climate change skeptics. https…,217440 +1,RT @SenSanders: We have a president-elect who doesn't believe in climate change. Millions of people are going to have to say: Mr. T…,744124 +1,"RT @EricBoehlert: reminder: network evening newscasts this yr spent 125 mins on Clinton emails, 0 mins on climate change;…",609532 +1,RT @FT: Martin Wolf: That the US presidential campaign has unfolded without a focus on climate change is astounding https://t.co/wlPX49VQrT,236237 +2,RT @FaceTheNation: @BernieSanders takes on Donald Trump on climate change https://t.co/Nr1nbnX20t,315126 +1,RT @UN: Take action on climate change & for the #GlobalGoals on #sustainableSunday & every day https://t.co/7TOe7MJI94 https://t.co/SDojTXz…,543336 +2,ICYMI: What are the underlying assumptions keeping us from finding common ground on climate change?… https://t.co/QWwUWR8l0F,488597 +1,@glenmoraygcoull stands next to a map of the UK post global warming. Doesn't look good for cumbria. https://t.co/DciDTxVFuj,286927 +1,"RT @open_migration: #Earthday �� here is why we need to listen to climate change refugees, NOW → https://t.co/zUAideOdrH #openmigration htt…",882980 +1,"RT @AstroKatie: If you were going to be a single-issue voter, not making global warming even worse would be a good issue to choose. https:/…",788429 +0,RT @pkollar: power rangers update: they're fighting a monster called the polluticorn. it's a unicorn that pollutes stuff. global warming pr…,185149 +2,RT climatehawk1: Biden urges Canada to fight #climate change despite Trump - ABCNews https://t.co/VVa5DqXKva #glo… https://t.co/ryQqRVtmnO,739975 +2,Trump to sign sweeping rollback of Obama-era climate change rules https://t.co/wo060qacTb https://t.co/usZ9ivjivk,162639 +1,RT @babysnitchery: guess what everyone high key knows climate change is real some people just don't give a shit bout ruining our planet to…,248365 +1,RT @DanRather: Slashing scientific research into climate change will not prevent our planet from warming. It will just mean we wil…,447504 +2,RT @HuffingtonPost: Energy deptartment rejects Trump's attempt to single out staff working on climate change https://t.co/k9QcaWjNAY https:…,386474 +1,Effects of global warming... Summers are getting harsher..Heat is increasing tremendously.. climate is becoming... https://t.co/cswvBMYxfx,557319 +-1,RT @Carbongate: Climate Change - the REAL inconvenient truth. Scientist claims global warming is NATURAL https://t.co/vYIIcERVUE,560377 +1,"RT @peterwsinger: CDC abruptly cancels long-planned conference on climate change and public health. + +The ostrich plan for security. https:/…",258367 +0,@AliceMolero1 you mean the earth is cooling or heating? define climate change?,788486 +1,RT @MikeBloomberg: .@LeoDiCaprio's #BeforetheFlood on @NatGeoChannel tonight puts focus on reality of climate change & need for action. htt…,512888 +2,"RT @tveitdal: In the year 2100, 2 billion people could become climate change refugees due to rising ocean levels.…",615396 +0,RT @enzo_boschi: Le piante assorbono più CO2 ma non hanno bisogno di più acqua. Sono diventate efficienti contro il global warming. Nature…,126756 +1,RT @frankieboyle: Let's look on the bright side. Maybe climate change will kill off humanity before a Global Fascist government can start t…,539550 +0,"RT @tan123: 'sweeping climate change of American politics that these intolerant, bullying, & censorship-loving groups...brought…",370604 +1,"RT @jswsteel: Being conscious of climate change, we nurture sustainability by giving high priority to low-carbon technologies…",651129 +1,Physics Doesn’t Really Care Who Was Elected: Donald Trump has said climate change is a Chinese…… https://t.co/gUyIficwH7,289110 +1,"@arthur_affect And then again, my father has a Ph.D in chemistry and pretends to not accept global warming bc he's a Fox News junkie.",358980 +2,Butterfly protector who informed climate change policy gets OBE https://t.co/J76e6Mb1mU,116517 +1,RT @COP22_NEWS: #COP22: Decentralized renewables: the front line against climate change... #ClimateAction https://t.co/MS7kWImIr4 https://t…,872288 +0,With regards to climate change https://t.co/hsNKbltMK2,896381 +1,RT @Ronald_vanLoon: 3 ways the Internet of Things could help fight climate change | #Analytics #IoT #RT https://t.co/c31uQHJRj8 https://t.c…,851540 +1,"RT @Harryslaststand: #PresidentElectTrump doesn't even have to start a nuclear war to destroy humanity, his climate change denial policy wi…",35177 +0,Some lovely global warming we're having today!,55663 +1,RT @p_hannam: And yet climate change barely featured in US presidential election. https://t.co/vviyiSgu1D,500795 +0,"Read @swrightwestoz's latest on climate change, insurance & lending, featuring APRA speech and @CentrePolicyDev work https://t.co/6k2a88qRDi",612019 +2,RT @HuffingtonPost: 17 House Republicans try to make Donald Trump care about climate change https://t.co/DqViZ5N5tu https://t.co/P2q2S3mcpu,476149 +2,"RT @SafetyPinDaily: Trump is jeopardizing Pentagon’s efforts to fight climate change, retired military leaders fear | by @MarkFHand https…",419755 +2,U.S. Energy Department closes office working on climate change abroad – “Ignorance is not diplomacy” https://t.co/oUYnsugLlB,175193 +1,More evidence climate change has been warning since 1950's: https://t.co/hiLtB0kssg via @youtube,81297 +1,"RT @NYGovCuomo: With or without Washington, we're working to aggressively fight climate change. #ParisAgreement https://t.co/xXf5N3BcE0",775666 +1,"RT @JordanUhl: Trump is cutting the EPA's climate change budget to $29 million. MILLION. That's is. + +Meanwhile: https://t.co/f31XN1MCEe",726147 +1,"RT @UnvirtuousAbbey: For those who think that the biggest problems we face aren't climate change, income inequality, or health care, but im…",978793 +0,"RT @TheCosby: How you gonna post this without an @, an IG, a snap, her location, her views on climate change & BLM, her type, wha…",58911 +0,"The 'skeptical environmentalist' takes on climate change in the controversial doc, Cool It https://t.co/XcUJKkpZD8 https://t.co/fLaC8taGYM",46988 +2,RT @thehill: Trump order will undo Obama's climate change protections: https://t.co/vwZq2SU1d8 https://t.co/8VgSSy7Qc7,483615 +1,RT @kurteichenwald: Conservs can keep pretending climate change is a hoax but other countries arent gonna be putting up with it anymore. ht…,765288 +-1,"@EladHutch So climate change is science, the colors of the rainbow (and abortion) are about choice, not science �� + +#LiberalLogic",794039 +1,RT @GregVann: 'What If We Create a Better World For Nothing?' Still my favourite climate change commentary by cartoon: https://t.co/2TJHKB…,910349 +0,E o Trump acha que nada está acontecendo. 😥 RT @BBAnimals: The effects of global warming https://t.co/HvI9h43nab,777842 +2,"RT @thebetterindia: From a film about climate change by a 15-year-old to India's new seat at the World Bank, here are today's stories +https…",353945 +1,RT @NatureEcoEvo: Using palaeoecological data increases magnitude of predicted plant species response to climate change…,380264 +1,RT @StigAbell: I know nobody cares about climate change in the brave new world. But the red line is this year's sea ice. This look…,440373 +1,"@bbcquestiontime #bbcqt +#Trump's denies climate change because it's 'not good for business'? The world will rue this businessman's ignorance",173241 +0,"People who blame having kids for climate change associate having lots of kids with being poor/lower-class, it's not rocket science.",754215 +1,RT @DFID_Research: Do you have a climate change adaptation idea for #Nepal? Apply for prizes to scale it up https://t.co/ZAbnjcgD4Q @Ideast…,496411 +1,"@Bvweir Lol, but it's twew, it's twew. Trump petitioned 4 his Scottish golf course sea wall citing rising sea levels due to climate change",686231 +1,RT @AltNatParkSer: Think about what happened for employees at #BadlandsNationalPark to actually DELETE factual tweets on climate change.,496608 +2,RT @BradReason: Trump revises White House website to remove climate change moments after taking office. #climatechange https://t.co/9i8skv…,396835 +2,"RT @MichaelEMann: 'In the age of Trump, a climate change libel suit heads to trial' by @ChelseaeHarvey of @WashingtonPost: https://t.co/ZaE…",412372 +-1,"@TheEconomist @WMO don't tell the global warming people this! Nature at work on its own. Wow, what a concept! Yes,CO2 had left a print",421863 +0,Such a beautiful day out...in February lol...but global warming does not exist. #JustSaying 🙃,316701 +2,"To curb global warming, science fiction may become fact https://t.co/EQrDoRAe2H #climatechange",628354 +1,"RT @GlobeGreen: Kerry leaves a legacy of hope in role at State, plans to remain involved in climate change debate… ",864887 +-1,"RT @sean_spicier: Hope the President's new climate change regs don't cause California to fall into this Pacific this weekend, I have plans",338893 +1,"RT @altUSEPA: A lengthy & well written examination of gov't decisions about who to defend from climate change during Obama admin. +https://…",440695 +0,what climate change? https://t.co/cvYXXaLl1s,69210 +0,@CTVToront What a global warming!,435624 +1,"We always get such shitty snow now! Must be global warming or something, Cz there's not been good snow since like 2012. 😑❄️",389988 +1,RT @sara_bee: It's true -- RIP https://t.co/Nm1RMh1dnx climate change page https://t.co/xh8FymghYw,750365 +1,"RT @NYTnickc: Trump, who once called climate change a hoax by the Chinese, tells Michigan crowd: 'I'm an environmentalist.'",615949 +1,Our climate heroes of 2016 | Climate Home - climate change news https://t.co/slwPdIAlif,72728 +-1,"RT @ReaganTMan: Media falsely spins Trump's NYT climate comments - #Trump cited Climategate, restated skepticism of 'global warming' https:…",357243 +2,Canada announces new climate change goal: increase meetings by 88% by the year 2019... https://t.co/iktNR5XBeM,522426 +-1,RT @NickDSmith74: Why are climate change fanatics so frightened of Lord Lawson.?,424898 +2,RT @dallasnews: Washington wants to restrict investor activism like @ExxonMobil climate change resolution | @JeffMosier https://t.co/XfjgS…,335492 +1,RT @maaaaaadiison: PSA the meat and dairy industry are the #1 contributor to climate change and deforestation,80678 +0,"Cali's 'endless global warming' drought over? How? +Storms are making a dent in California's drought; 7 feet of snow https://t.co/0OwWyxJf89",128909 +2,"RT @climatehawk1: In Chile, many see #climate change as greatest external threat | @NPRParallels https://t.co/E86c122ewW…",699267 +-1,freezing -4c tonight.. whens global warming coming?? hmm,477360 +1,RT @BuzzFeedNews: Trump falsely says “nobody really knows” what’s causing climate change https://t.co/YIX8EgzAHa https://t.co/el0JjcFE46,904554 +1,RT @alyshanett: 92 degrees in November... da fuq?? But climate change isn't real... 😒,154321 +1,RT @KPins: I cant whole heartedly enjoy this warm weather bc I keep thinking about global warming... Ignorance must be bliss,804365 +2,"Rusty Patched Bumblebee Added to US Endangered Species List Endangered > habitat loss,pesticides & climate change https://t.co/BMgluyj7aG rt",800429 +2,RT @jason_koebler: All references to climate change have been deleted from the White House website: https://t.co/pZ3fvVyjEV #Inauguration,74422 +-1,#QandA No point asking Liberal about anything to do with climate change or energy policy. They'll just tell you coal is cool.,519717 +1,RT @KimKardd: We have to face the reality of climate change. It is arguably the biggest threat we are facing today.,528908 +0,RT @o__positive: @Aashi_81 @IAmWithModiJi @LkoPrem Tum muskurae sheetal hawae chal gai sansar me ...Kaha hai global warming,466169 +1,Trump fools the New York Times on climate change' https://t.co/xmouquyAiJ #environment #climatechange,657510 +1,RT @thenightridah: What did Rex know about climate change and when did he know it? The answer to that is some deeply unsettling readin…,436342 +1,"Tackling climate change at the Pelosi Speier Joint Town Hall + +#standindivisible #RESISTANCE #indivisible https://t.co/5pOWjb9w63",851108 +1,"RT @ddlovato: #IVotedBecause I believe in equality, we need comprehensive immigration reform, I am pro-choice and global warming IS real. #…",516810 +2,CNN - EPA head doubts popular climate change belief https://t.co/7Rw8Rsdq3D #PaginaNuova #TV,172154 +0,Right so Trump's stance on climate change hasn't moderated.,698879 +1,"RT @SethMacFarlane: Are we looking at an America that officially believes climate change is a hoax? Sorry, everybody else.",658934 +0,RT @ForecasterEnten: Gonna be funny when Trump becomes the global warming president... #probablywonthappenbutwhoreallyknows,298708 +1,RT @AltNatParkSer: All Americans should review .@NASA's Images of Change to see how climate change is affecting our planet https://t.co/WpI…,290651 +1,"RT @Veerendra_16: I can't undrstnd how pple can believe in invisible heaven but not believe in climate change. +#climatechange is scary. +@Cl…",450940 +0,"@aerialwav3 If global warming turns out to be a thing, better to pin your hopes on being given an interesting and i… https://t.co/bxifcFP6hB",740359 +1,RT @PTIofficial: And environment Pakistan is #7 most effected by global warming I am proud KP Gov planted 800M trees in 3 Years. 21/…,260227 +1,RT @washingtonpost: The left and right agree: Fox News destroyed EPA chief Scott Pruitt over climate change https://t.co/mHkfKE9C5v,262782 +1,RT GreenpeaceNZ: RT RusselNorman: Fire risk in NZ incr dramatically w climate change. If we are to have a future t… https://t.co/PfFpAVJ9z6,222348 +1,RT @GuardianUS: Conservatives elected Trump; now they own climate change https://t.co/5M0H71UvaI,476698 +-1,@CNN That damned global warming with all that snow and ice,898317 +0,Very few fires in Australia this summer. Must be climate change,428013 +1,"RT @irinnews: “Very little has been done to tackle the bigger threat: regular droughts and hurricanes caused by climate change.” +https://t…",717554 +1,“It’s freezing and snowing in New York – we need global warming!” -Donald Trump #POTUS #DonaldTrump #Trump #TrumpProtest,834209 +1,"FYI, I'm going to start having anxiety about climate change at around midnight if anyone else wants to join. Goodbye, Great Barrier Reef.",22839 +1,Republican Party's change from concern about global warming to calling it a hoax is a story abt big big big money: https://t.co/EMjubrN1JV,655730 +2,RT @PopSci: How algae could make global warming worse https://t.co/pEvJqDw6c0 https://t.co/OmleenvtjI,919839 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,258503 +1,RT @kkamiele: So this girl is basically saving our planet while people like Donald trump still don't believe in global warming 🤔 https://t.…,647995 +1,RT @Slate: The kids suing the government over climate change are our best hope now: https://t.co/yrfRsDIDtb https://t.co/kvxmX31PLf,932599 +2,"RT @altUSEPA: The CDC documents the effects of climate change on human health. +https://t.co/3XurIeaKKX",668047 +-1,"#Snow in #Egypt for the first time in 112 years😳😳😳 +That's global warming for ya🙄🙄 https://t.co/TXMUiR6No3",352544 +1,"Earth could hit 1.5 degrees of global warming in just nine years, scientists say https://t.co/Y31ORryYqp @HealthandEnv #StopFundingFossils",885096 +1,@ClarkeMicah Are you saying that nothing could ever convince you of climate change since we don't have a control sample to test against?,108335 +1,"RT @jimsciutto: Actually US military and Intel views climate change as national security issue, many conflicts have climate change f/x as r…",752921 +1,Fighting climate change a marathon effort - https://t.co/yJ1QB28A1R,358914 +1,"Just realized the person who told me 'I don't believe in global warming, but…' is the Trump supporter equivalent of 'I'm not a racist, but…'",843322 +1,RT @iansomerhalder: Speaking of climate change-TONIGHT Is another killer episode of @YEARSofLIVING ! 10/9c on @NatGeoChannel https://t.co/T…,259708 +2,"RT @billmckibben: Massive algae blooms in the Arabian Sea tied to climate change--in oxygen-choked waters beneath, fish die https://t.co/D4…",167426 +1,"RT @chinasolar: As Earth gets hotter, scientists break new ground linking climate change to extreme weather +https://t.co/s1KBwZ8ob5 #scien…",155751 +0,RT @cnazmul78: Starting of synthesizing 41 reports on community climate change projects of PKSF @SaleemulHuq @Gobeshona @ICCCAD https://t.c…,392761 +1,RT @BramnessEllen: We need to tap into the science base to enable insurance to fill its role in handling climate change @Finnor at #InsConf…,69080 +1,"Without action on climate change, say goodbye to polar bears https://t.co/KEVwHFI2kH by #petterstordalen via @c0nvey",16660 +2,"RT @climatehawk1: From heatwaves to hurricanes, floods to famine: 7 #climate change hotspots | @john_vidal @Guardian…",987558 +1,RT @__Stellaaaar: Here in the US you got rich white dudes saying 'what global warming?' And the world is starving and dying as a result of…,428395 +2,Morocco launches Triple A initiative to challenge climate change https://t.co/2Pbsf4LE2K,731487 +1,"RT @spsr: Removing the funding source for the pipeline, nuclear chain, and other climate change issues is an effective tool. https://t.co/F…",629223 +2,RT @guardian: Conservatives elected Trump; now they own climate change | John Abraham https://t.co/acDCWVAQOf,5816 +2,Peru builds up wetland resilience to reinforce indigenous response to climate change https://t.co/x0XAxzKn2j https://t.co/58oYUWGVTz,555175 +1,"RT @IzhaarEMuzamat: KP is fighting climate change, Transformed hospital, reformed police & LB system & yet making infrastructure projects +A…",454755 +1,"RT @Chance_Davies: As a proud Wildroser, I believe climate change is a authentic threat to humanity and requires action from my fellow cons…",992193 +2,The US Republican spreading the conservative case for acting on climate change https://t.co/9yXZ92FYn5,805084 +2,"Germany, California to tackle climate change together | Reuters #DemForce https://t.co/1lxccLsoyF",296189 +1,RT @jennmperron: This is so #Vermont; love it. A Vermont nature diary documents down-to-earth signs of climate change -Boston Globe https:/…,684550 +1,RT @bug_gwen: Read this *fantastic* piece on teaching kids climate change in conservative districts by @amy_harmon https://t.co/jBMzZ8WoOJ,790882 +0,"But, if climate change is real, how come there's. still many liberal snowflakes? #scienceisntreal (am I Tomi Lahren yet?) ❄️",793156 +1,"@BryanJFischer Seems like it's not a very complete analysis on climate change globally to only look at one spot, how about global sea ice?",222981 +1,@CNN Either we end our contribution to climate change or climate change will continue until it's powerful enough to… https://t.co/yuf4sahU5v,763956 +2,"RT @CBCNews: Trump win a 'disaster' in the fight against climate change, scientists and environmentalists say…",486005 +1,RT @gabaker3: Trump's kids know climate change is real and human-caused. Let's hope he listens to them,580130 +2,RT @janpaulvansoest: Another US agency deletes references to climate change on government website https://t.co/wY9J5U79uu,315519 +1,"RT @JPvanYpersele: The limit to fossil fuel usage is #climate change, not the so-called 'peak fossil fuel' in availability https://t.co/9Xd…",681954 +2,DOE head says carbon dioxide not primary cause of climate change .. https://t.co/sWlgHRCHik #climatechange,928978 +0,"RT @USPGglobal: Our annual Bray Day Service (named after our founder) will focus on climate change. Wed 15 Feb 12am, London. https://t.co/D…",579835 +-1,RT @realDonaldTrump: The concept of global warming was created by and for the Chinese in order to make U.S. manufacturing non-competitive.,289859 +0,@SInow @SIPeteThamel I guess global warming and sea rise came earlier than I thought now that Wichita is on the Atlantic Coast.,956682 +1,"RT @AstroKatie: In case you were wondering: no, 4 years of US-led inaction on climate change will not go well for the planet. Now is when i…",784951 +2,"While Trump's team denies climate change, cities and states are fighting back. https://t.co/qpTPNcfPkY",619105 +1,"climate change is here and real + +Saibai island is in same predicament as Boigu, both muddy & inundated… https://t.co/sWk6RcAJhS",819548 +2,"RT @BBCScotlandNews: Santa might need extra reindeer to pull his sleigh, due to effects of climate change https://t.co/0mGI2tLeNn https://…",495719 +2,White House calls climate change funding 'a waste of your money' – video https://t.co/NUlZH52iZM #DSNWorld,859898 +2,"Despite climate change exodus, some Marshall Islanders head back home': + +https://t.co/0lLvliUcNT",286372 +1,Fight against climate change finds an unlikely ally: Donald Trump https://t.co/1fjoHrtpq3,548470 +1,@B_Harren so you're down with him denying climate change is real & wants to stop funding UN climate change efforts? #makessense,787474 +0,Spended da day servicing da snowblowers... in short sleeves... outside... da bright side of climate change!,376447 +1,RT @ConradKnauer: 'The most effective political arguments for taking climate change seriously [aren't…] ones that simply rest on the…,683778 +-1,"RT @Cernovich: Same 'experts' who said Hillary would win claim 'climate change' is real. LOL! Go away, morons, you know nothing and you los…",874926 +1,"RT @VeganiaA: The good news about climate change is that we can curb it just by living vegan. +#climate #deforestation #meat #dairy +https://…",786807 +1,"RT @c40cities: Fumiko Hayashi, Mayor of Yokohama, is a model leader fighting climate change #Women4Climate →…",828889 +1,"Opinion | New York Times editor pens weak, vague response to critics of Bret Stephens's op-ed on climate change https://t.co/wZmyRsI6Mm",978025 +2,Weather Channel blasts at Trump aide over climate change: https://t.co/7cFEtuf1JA,498084 +1,@NjSurekha or this shows who was already united on this issue and who doesn't see long term value in mitigating climate change,917635 +0,@whoa_bro_relax Hence something like climate change findings.,103745 +0,"Does your dad really believe that climate change is a hoax, or can he be cwant to destroy the world climate",715697 +1,"RT @BernieSanders: There can be no compromise on the issue of climate change, which is a threat to the entire planet. https://t.co/npTsDAEO…",425118 +0,"RT @sirwilfreddeath: @alicewoolley1 @Bonn1eGreer BBC gives false equivalence to so many arguments, from politics to climate change, in eff…",263899 +1,RT @nytimes: Opinion: Trump is in charge at a critical moment for keeping climate change in check. We may never recover. https://t.co/fyTB4…,656898 +0,What do you guys think of Trump's stance on climate change and global warming https://t.co/AAN6b15xDQ https://t.co/JQNW4RzWoE,558046 +1,RT @marin_bray: how is everyone so calm about climate change??? I think about it for .6 seconds and become RATIONALLY ANGRY,194183 +2,RT @pwihub: The U.N. gave Australia a poor score for climate change progress; it hasn't created adequate climate change policy. https://t.c…,2193 +1,"RT @AssaadRazzouk: In the new new world, China lectures the United States about climate change and the importance of cooperation betwe…",177629 +2,RT @sciam: Polling suggests that Americans have sharply different opinions on climate change than the president. https://t.co/YeFLZvsbBL,38356 +1,RT @SenSanders: .@algore continues to educate people around the world on the planetary crisis of climate change. We thank him so mu…,905241 +1,RT @sarahkendzior: First he asked for list of people who believe in climate change and women's rights. But now anti-terrorism experts?…,315797 +2,"Rex Tillerson grilled on ExxonMobil conflicts, Russia sanctions and climate change at Senate confirmation hearing:… https://t.co/GsjiV86cuh",972448 +1,"The word on global warming: ‘It’s happening, it’s arrived’ https://t.co/ljIYSQHpm2",781051 +2,RT @WorldfNature: Air pollution deaths expected to rise because of climate change - CBS News https://t.co/tR3UzAZguu https://t.co/e53SM0IWgF,436991 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,634300 +2,"RT @cassandrasweet: Energy Dept. rejects Trump's request to name climate change workers, who remain worried https://t.co/9P03kEg0zt",610474 +1,"RT @UKIPNFKN: We now have a climate change sceptic in charge of environment, a man who hates Europe in charge of Brexit, an NHS … https://t…",805245 +2,"RT @mmurraypolitics: The debate over climate change and global warming 'is far from settled,' he wrote in that May 2016 piece https://t.co/…",222600 +2,Eiffel Tower lit green in honor of Paris climate change deal https://t.co/1sjAu7Bhpr https://t.co/vYv39DalKr,911027 +1,"RT @MrOzAtheist: 'Leonardo DiCaprio met with Donald Trump to discuss climate change' + +/ Maybe at some stage some scientists will be involve…",646341 +1,RT @Fusion: America is about to become the only country in the world with a leader who doesn’t think global warming is real.…,485509 +2,"Donald Trump set to visit France for Bastille Day, Macron will bring up climate change, trade issues https://t.co/Fmv0B94fET",339910 +-1,@PremierBradWall I think @JustinTrudeau is buying on the gullibility of Canadians regarding climate change.,692844 +2,RT @DailyNewsEgypt: G20 stage set for climate change showdown - https://t.co/Tu2fxzkuKV https://t.co/bf5xxQJ6Jc,377806 +2,U.S. Energy Department balks at Trump's request for the names of those who worked on climate change:… https://t.co/vMtqLjtdzF…,860733 +1,RT @SBeattieSmith: Stark research shows humid heatwaves will kill ��s of 1000s if climate change is left unchecked. Good news is we can…,457988 +1,RT @Slate: Trump will be the only world leader to deny climate change: https://t.co/AKQl6msWDK https://t.co/F6adeOXNKB,764428 +2,Can biochar make climate change a profitable business opportunity? https://t.co/5OHjj1JkRL via @ecobusinesscom,95670 +1,RT @Aiannucci: The US elected Trump but the rest of the world didn't.So what do we do if US policies ( e.g. climate change) threaten the re…,225508 +0,Some r advocating a special role for central banks...using a ...range of instruments: climate change-related discl… https://t.co/FBqoq6wh0u,942567 +0,Chemists find that spoiling series causes global warming,631729 +1,RT @SethMacFarlane: HRC proposes installing half a billion solar panels by the end of her first term. Trump thinks climate change is a hoax…,874259 +-1,"RT @ELDOBLEEM: Any scientist out there Still want to defend climate change? Both hoax inventors have run... +��ok lets focus on pic…",321689 +0,RT @AllenWest: Bless her heart: Chelsea Clinton wades into the climate change debate on Twitter; it INSTANTLY backfires…,836601 +1,RT @foe_us: #ExxonKnew of the many risks of climate change and still spent years actively distorting the truth.…,822038 +0,"@WIRED Media already accused of missing the boat with the American electorate. Cool it, with the harping climate change Trump predictions!",940946 +2,"RT @BelugaSolar: Donald Trump’s attitude towards climate change will cost American taxpayers 'billions' Vie @Independent +https://t.co/4EPQg…",626291 +2,RT @thehill: Federal court shuts down government-approved pipeline project over climate change concerns https://t.co/sqQ0Ij736s https://t.c…,861653 +0,@BuyLottery Do you experience any effects of global warming there? overclock you indeed! I think I got a stain on my diodes Annealing new in,165444 +1,"#TuesdayThoughts +Do or Die Save humanity & save https://t.co/hfFpE4505N can be warriors against climate change. +https://t.co/FVOis7EMd1",665036 +1,RT @SenatorMenendez: Retweet if you think this climate change report needs to be seen. We can't let the Trump Administration ignore it. htt…,918580 +1,RT @SustainableRein: We must work to elect representatives who believe in climate change and are willing to act! https://t.co/HnsYbj6xQb,358972 +-1,"@Independent So climate change rapes women, WTF are you people insane. No criminals do that, the media today has some serious mental issues",65671 +1,"RT @jackcushmanjr: As @gettleman notes, those hit hardest by climate change bear least blame -- Not Just 1 Famine, but 4 https://t.co/EOCP…",302312 +1,RT @PScotlandCSG: Together 52 Commonwealth countries can help reverse damaging impact+existential threat of climate change adopting r…,142350 +0,I asked Chance for a glass of water and he said 'omg you're freaking liberal you know global warming is making us run out of water' 🤔,275859 +1,RT @BrendanNyhan: 'Conservatives will accept the scientific facts of climate change when conservative elites signal that that’s what…,939010 +1,RT @Deanofcomedy: Hey Trump-I dare you go to Texas while people are suffering from Hurricane and tell them ur view climate change is a hoax…,231880 +2,‘Shell knew’: oil giant's 1991 film warned of climate change danger https://t.co/cfMGTV05BA,322542 +1,We hear a lot about coal and climate change. What about greenhouse gas emissions from intensive animal ag? #climatechange #environment,732777 +0,"RT @RobSilver: To be clear: any Premier fighting climate change, Kevin O'Leary is coming after you. + +A Senator poo pooing residen…",725928 +0,"RT @LeoHickman: Theresa May's new chief of staff, Gavin Barwell, is known for his knowledgable concern about climate change https://t.co/25…",19654 +1,RT @MotherJones: Look at all the climate change deniers vying for jobs in the Trump administration https://t.co/j1eejIGtHK https://t.co/GWz…,768239 +1,RT @Defenders: ICYMI: Scott Pruitt says carbon dioxide not a major cause of global warming https://t.co/9WhatSfqfq #actonclimate https://t.…,195408 +-1,"Finally, Paris climate change agreement designed by crooks- #Trump is not buying this crap https://t.co/vQc8E2Lt6P",936773 +0,"@AxelMannSays @ScaredyCat44 @HollinsMrhump You may not agree with climate change Axel, but I believe you have some left leanings yourself :)",403928 +1,"RT @HallamStaff: Find out about Global Goals, a series of targets to end poverty and tackle climate change at this event on 4 May:…",639129 +1,"If global warming doesn't scare you and/or you don't care about it, boo bye",42044 +0,"RT @TrevorGHouser: In the US, climate change has never experienced the level of media attention or public interest it received over th…",462262 +2,"RT @spectatorindex: BREAKING: White House website has removed climate change, LGBT rights and healthcare from its 'issues' section",502029 +1,RT @StopAdaniCairns: You will destroy all thus effort unless you #StopAdani 2C global warming will kill the Coral @JoshFrydenberg…,461192 +1,RT @cnni: No snow where there should be. Bleached anemones. Cracks in the ice. This is what climate change looks like:…,96341 +1,We can chose to be on the right side of history on climate change or we can be catastrophically wrong. It's real. A… https://t.co/qB9uXqmcur,205010 +1,I just joined @NatGeoChannel @21CF in combating climate change. Take action #BeforeTheFlood https://t.co/gcWYgXB8b7,990854 +1,Tbh people who believe climate change isn't real are the ones that need free education the most,525415 +2,RT @thehill: Sanders rips Trump's EPA pick for saying his personal opinion on climate change is 'immaterial'…,632618 +1,"RT @JulianBurnside: Hey @TurnbullMalcolm here's a tip for climate change etc: what about being a leader? Isn't that your job? +Australia nee…",278944 +1,RT @CNN: No snow where there should be. Bleached anemones. Cracks in the ice. This is what climate change looks like:…,914252 +1,"RT @EricHolthaus: Be wary of those that caution against 'politicizing' Harvey. Our choices--development, social supports, climate change--a…",426069 +1,".@realDonaldTrump would you like me to delete my knowledge of climate change too? + +#ClimateChangeIsReal",423296 +0,Ohhh I bet if Lady Liberty could cry we could forget blaming global warming for a rise in sea levels. https://t.co/W7xjt3Fin3,955285 +1,Failure to act now to make our food systems more resilient to climate change will 'seriously compromise' food... https://t.co/dROHRyCCbR,179864 +1,RT @AnTaisce: For many cold adapted species ravaged by decades of habitat loss & degredation climate change is a bridge too far https://t.c…,938868 +1,RT @bwecht: Just your daily reminder that scientific evidence overwhelmingly indicates that human-made climate change is real.,388815 +-1,RT @TomiLahren: How to anger a Conservative: hurt American jobs. How to anger a Liberal: insult the climate change crusade. https://t.co/VY…,576494 +0,RT @cracked: So glad Gore and Trump could find some middle ground between 'global warming is real' and 'it's a Chinese hoax designed to des…,534906 +1,RT @SenSanders: We have a president-elect who doesn’t believe in climate change. That’s frightening for this country and the world.,135150 +1,RT @iansomerhalder: Speaking of climate change-TONIGHT Is another killer episode of @YEARSofLIVING ! 10/9c on @NatGeoChannel https://t.co/T…,116960 +2,{retweet}New pentagon chief says 'climate change' threatens security... https://t.co/EVZObz5Fao,72264 +1,This photographer is documenting the unparalleled beauty—and effects of climate change—in America's national parks https://t.co/ZaAc1zKH04…,42737 +1,I'm jealous of the winter storm on the East Coast and sad about MN temps expected to be in the 40's today. Glad global warming isn't real.,178741 +1,@boyheboutto I wish I could be there. I'm listening to two vets talk about how climate change is a hoax but UFOs are real. I'm very amused,157812 +2,RT @BrookingsInst: Here’s the damage Trump could realistically do to global climate change agreements: https://t.co/T5Z5Je07hQ https://t.co…,311184 +1,"RT @DrShaena: Why am I out here tweeting about climate change with my REAL NAME and face on everything, but every hateful reply is ~anonymo…",937202 +-1,"RT @nia4_trump: #ClimateChange For $15 TRILLION Al Gore will save the earth. From what tho, global warming, ice age or the fatties?…",241108 +-1,@JohnKerry climate change is bullshit. Cofounder of Greenpeace even said he was wrong. It's the suns activity you f… https://t.co/3W9VUehABZ,192772 +1,RT @socialism21: Neoliberalism has conned us into fighting climate change as individuals https://t.co/Ca8hcMpUQM,4332 +0,"Finally done with the UNCC: Introductory E-Course on climate change. +Thanks @UNITAR @uncclearn @ClimatEducate",393643 +1,A high of 74 today the first day of November yep global warming is fake,705159 +1,"RT @BloombergDotOrg: #ClimateofHope is a call to action for cities, where climate change is the harshest and solutions are most promisin…",996254 +1,"RT @notarealnun: Please don't vote for the guy who doesn't believe in climate change, views women as objects and has an overall lack of jus…",804235 +1,Population growth plus climate change equals disaster - The Herald-Times (subscription) https://t.co/uD8cXGFyw0,922165 +1,RT @jimwitkins: “Trump fools the New York Times on climate change” by @climateprogress https://t.co/sUfS3BO1ja #ActOnClimate,511953 +1,"RT @NatGeoChannel: Watch #BeforeTheFlood right here, as @LeoDiCaprio travels the world to tackle climate change https://t.co/LkDehj3tNn htt…",573242 +2,What do satellites tell us about climate change? https://t.co/3cIlT404BG via @YouTube,432362 +1,"RT @richardbranson: Tackling climate change by changing the shipping, trucking, aviation and mining industries: https://t.co/KDvHfLdkYI htt…",140619 +0,RT @dyechai: the snow is coming! or not. global warming. https://t.co/WgNrehV2pS,572159 +1,"@lourollx @TeenVogue Good call. With so many people fighting against the idea that climate change is real, we need people like you helping.",186551 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,868824 +-1,"RT @samdastyari: Hey @PaulineHansonOz, how good is it that climate change isn't real? Imagine how hot it would be otherwise.",121139 +0,"@jamesgrace21 I'm hearing rumours that climate change is a lie, so I'm thinking of just throwing the cans out of the window instead",216105 +2,EPA chief Scott Pruitt says carbon dioxide is not a primary contributor to global warming https://t.co/yQLMxZuvyj,464696 +1,Right-wing media turn scientists' citation quibble into stories we were 'duped' by “manipulated global warming data' https://t.co/wO5SPjyqw7,713546 +1,Does the president of the US still not believe in global warming? Just curious,981402 +2,RT @Latina1949: Trump to drop climate change from environmental reviews: Bloomberg https://t.co/P4LAyskZhH,950375 +1,"@Juniper40 @kburton40 @SusanSarandon Who said she would not? Enjoy more wars, more fracking, more climate change, more surveillance!",630228 +1,"RT @schefferwill: climate change, much? https://t.co/lkaLpUkduG",216565 +0,RT @Super70sSports: Climatologists now believe global warming was dangerously accelerated by the Hall and Oates H2O album cover. https://t.…,984904 +0,RT @NerylMcphee: @SkyNewsAust @billshortenmp Can we put Bill on a boat and set him adrift. He might find climate change,398851 +0,RT @britneyspears: Does anyone think global warming is a good thing? I love Lady Gaga. I think she's a really interesting artist.,43709 +2,"RT @AVMAvets: Brazil risks rodent-borne Hantavirus rise due to sugarcane, climate change: scientists https://t.co/bYi83ON8mM",236200 +2,"RT @mims: BlackRock manages $5.1 trillion, wants companies it part-owns to disclose their risk to climate change https://t.co/2wmNWrHukd",556790 +1,global warming is honestly freaken scary,706058 +2,RT @guardiannews: On the climate change frontline: the disappearing fishing villages of Bangladesh #GlobalWarning https://t.co/6P0GpApGl0,35572 +-1,@GOPChairwoman @GOP @POTUS It was a good decision. It wasn't even about climate change. It was about economics and loss for Americans.,293087 +1,RT @anandraaj01: @BJPsengupta @cosmicblinker When we tried to help @UN @UNFCCC to control global warming.… @cnni @japantimes…,359487 +1,"@codypd @Reuters Hmm, with an airstrike as an appetizer? Given his climate change policy would it be in bad taste t… https://t.co/jYx60wxspX",287892 +2,RT @CNN: Kids are taking the feds -- and possibly Trump -- to court over climate change https://t.co/oGw21W7Skw,99549 +1,RT @RKennedyob: Even Buhari argues that the cause of Boko-haram is climate change I @UN world meeting.,700332 +1,"@politico_media @realDonaldTrump We'll all reap the fucking whirlwind now, especially when it comes to climate change. This was last 1/2",497364 +1,RT @treesisters: Did you know that women's empowerment & tropical reforestation both sit in the top 10 solutions to climate change?!…,990955 +-1,@Alyssa_Milano Funding climate change is a scam.,741920 +-1,RT @realDonaldTrump: The concept of global warming was created by and for the Chinese in order to make U.S. manufacturing non-competitive.,232967 +0,"https://t.co/uaSJIO5EyN - Borneo's mammals face a one-two punch of logging and climate change +https://t.co/Ffh9LvUPpI",872476 +1,RT @JonRiley7: Trump's climate change denying EPA nominee Scott Pruitt cares more about the freedom to pollute than the freedom to…,519205 +-1,"@RonColeman didn't even read it, going to assume it's about global warming +climate alarmists are anti-science, it has become a religion",598854 +1,RT @SaveAnimals: Humans can stop both poaching and climate change. https://t.co/aMTrPcAGbW,201261 +1,"RT @SarcasticRover: When someone tells you there’s no scientific consensus on climate change, they are LYING TO YOU:… ",181392 +2,"RT @GuardianUS: Indigenous rights are key to preserving forests, climate change study finds https://t.co/v6Q1yypFqu",815889 +1,"RT @IndieWire: 'Age of Consequences' doc examines the ties between climate change and social conflict +https://t.co/iFUECUSdvF https://t.co…",923041 +2,RT @NatGasWorld: French election 2017: Where the candidates stand on energy and climate change https://t.co/AWjSNUdQRa https://t.co/xIYseD3…,455601 +1,"RT @davrosz: We could have had the world's best NBN and action on climate change, but instead we got Abbott and Turnbull.",490923 +1,RT @Refugees: How many people will be displaced by climate change in future? #COP22 https://t.co/Y5V8suCikW https://t.co/g1Pxg0xO5B,67878 +0,RT @TimesFashion: She's back! Dame Vivienne's first collection for London Fashion Week Men's raised the temperature on climate change…,993344 +1,"Mr. President, ignoring climate change is NOT good for America!!",649872 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,610283 +1,Whenever it randomly snows like this I get v worried about global warming and the poor polar bears :((,166148 +1,"Anyone who accelerates climate change by weakening environmental protection, who sells more weapons in conflict zones and who does...",222820 +0,"Improving climate change reporting and cooperation between science and the media on the agenda of AMAN meet #cyprus +https://t.co/u7Nv9QpJKu",450236 +2,RT @MotherJones: Cable news spent less than an hour covering climate change in 2016 https://t.co/47BO4go9j2 https://t.co/QakDcRiX0T,81581 +2,RT @sciam: Antarctica’s southern ocean may no longer help delay global warming https://t.co/dV174aBcHx https://t.co/k2lph2zz8H,409207 +-1,RT @ClimateDepot: New report about Antarctica is horrible news for global warming alarmists – TheBlaze - https://t.co/vAX4A7dRhl,432857 +1,@HillaryClinton due to climate change and not having jobs because white heterosexual males have controlled the world economy to keep,106983 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,674569 +-1,"Whistleblower admits scientists manipulated data, making global warming seem worse to help Obama https://t.co/87P2MchctX",545909 +0,From the blog: Environmentalism isn't just worrying about #climate change https://t.co/Rk4KHecDxB #MondayBlogs,408105 +0,RT @jdisblack: your hairline suffering from global warming https://t.co/dDOTYzpG12,545714 +2,"Some Democratic lawmakers are moving to organize around climate change on the state level. + +https://t.co/x7YtaLkk1h… https://t.co/pCogridxfl",452112 +1,global warming is real,76123 +1,Ben nd Jerry's trying to raise awareness about global warming but they rely on animal agriculture for their entire… https://t.co/dy2bLjqJUt,254776 +-1,RT @CattHarmony: I'd rather #MarchforBabies than march for fake science of climate change. https://t.co/5kIgTGePgY,189585 +2,RT @StanLeeGee: Scott Pruitt’s office deluged with angry callers after he questions the science of global warming https://t.co/ucXpudhBep,140048 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,846584 +1,So you want to buy a home in a global warming zone. RonLieber explains how to assess the risk you’re taking on. https://t.co/CkEWCw0CF6,173377 +2,"Defy 'Stalinist' global warming rules and burn much more coal, says Trump's key economic adviser + +https://t.co/pDCWgmyyKN",958767 +1,Sen. Gillibrand up now. It's her turn to bring up climate change.,30477 +2,How #UN #BigData initiative could help fight climate change https://t.co/i09Z4iMo2H @WDCreators https://t.co/GDzW0Xj9dk,873294 +1,RT @SenSanders: We have a president-elect who doesn’t believe in climate change. That’s frightening for this country and the world.,718270 +0,RT @EricBoehlert: number of times 'climate change' mentioned: 145,912362 +0,RT @tom_harlock: hate global warming but love a tan ngl,385428 +2,RT @thehill: Sanders tears into EPA head for saying CO2 isn't a 'primary contributor' to climate change https://t.co/TsHil65ujN https://t.c…,668133 +1,"RT @AstroKatie: In case you were wondering: no, 4 years of US-led inaction on climate change will not go well for the planet. Now is when i…",599503 +2,RT @BagalueSunab: Dailytimes | Pakistan and global warming - https://t.co/b0fagpzuSc via @Shareaholic,941135 +2,RT @nytimes: President Trump’s proposed EPA cuts go far beyond climate change https://t.co/R2qwclsdl9,608280 +2,RT @RealMuckmaker: 'This … follows from the basic laws of physics’: Scientists rebuke Scott Pruitt on climate change https://t.co/at3lm4r7CP,286079 +1,"RT @LastWeekTonight: If you don’t believe man-made global warming is a a silly issue, give to the Natural Resources Defense Council (https:…",958430 +1,Your mcm Monday is scared of horror films I'm scared of the world wide climate change,154550 +1,New images show 50 years of climate change in the Himalayas https://t.co/pNSLtfczy3,391967 +1,@LeoDiCaprio's passion for the environment & changing climate change has always inspired me #watch #beforetheflood… https://t.co/hAZW9DIkM1,660579 +1,"RT @NatGeoChannel: Watch #BeforeTheFlood right here, as @LeoDiCaprio travels the world to tackle climate change https://t.co/LkDehj3tNn htt…",656322 +1,RT @highimjessi: America's new president doesn't believe in climate change and thinks women who have abortions should be punished. Welcome…,211012 +1,The internet reacts to Scott Pruitt’s ignorant denial that CO2 is driving climate change - Fusion https://t.co/yLKTHRFlqh,571288 +2,RT @TheEconomist: Some American firms are taking climate change so seriously that they are even surprising former critics https://t.co/UCoo…,283703 +1,RT @joshgad: We can avoid discussing climate change. We can pretend it's not happening. We can destroy policies curbing omission…,26868 +2,Donald Trump enlists WWE wrestling magnate and climate change sceptic for government https://t.co/4v0wW1BwjV,348621 +1,"RT @billmckibben: Trump is making biggest bet any leader has ever made: physics isn't real, and climate change can be safely ignored https:…",753697 +2,The climate change battle dividing Trump’s America | Science | The Guardian https://t.co/vOaEehtz5n,718228 +1,"RT @mateosfo: 4) Plus dozens of start-ups, investors, non-profits employing thousands of Californians addressing climate change. Our expert…",17837 +2,New York prosecutor says Exxon misled investors on climate change https://t.co/nsGVjJ2DhK,364413 +1,2 days after Christmas and it's gonna be in the 60's.. thanks global warming,576149 +1,"RT @LisaBloom: Exxon knew about climate change 50 years ago, and lied about it. CEO Rex Tillerson not fit to be Secretary of State. https:/…",712925 +2,Trump takes aim at Obama’s efforts to curb climate change https://t.co/12mSOCAzvZ,655645 +2,G20 to focus on climate change despite Trump’s resistance https://t.co/RpDz80fvjB,859458 +-1,RT @sean_spicier: The nice part about a nuclear arms race in the Middle East is we won't be around to really experience climate change's wr…,342419 +1,RT @LilHerb_Kent: Mfs really think homosexuality gon be the end to mankind. Not global warming or how irresponsible we are with natural res…,14846 +1,"RT @Eugene_Robinson: Re: Hurricane Harvey, sea level at Galveston has risen a foot since 1963 due to climate change: https://t.co/I3QaZkcrSf",216530 +2,"RT @EnvDefenseFund: Despite political gridlock over climate change, the Pentagon is pushing ahead with plans to protect its assets. https:/…",637955 +2,RT @EarthDefendah: #Climatechange Belfast Telegraph Ellie Goulding urges action on climate change ahead of Earth Hour……,538530 +0,"@MickMulvaney May a global warming-induced wave hit yr office and wash you out to sea. If not in Wash., often occurs n S Carolina. Why?God?",910135 +1,"@GovWalker It's Earth Day dickwad. Oh right you're a climate change denier, ask your DNR. Keep lead in our drinking… https://t.co/yzqG08t1Gf",12338 +1,"RT @TheSmartAssery: China calls Trump's plan to exit climate change pact ludicrous. +China! +Let that sink in. +https://t.co/UIOG1JIkFd",317725 +2,RT @ClimateCentral: This key Atlantic current may be more likely to slow down (or collapse) with global warming https://t.co/smI475gtYo htt…,275198 +1,RT @PeteMadigan: Everyone needs to watch the incredible #BeforetheFlood documentary produced by @LeoDiCaprio on climate change…,779047 +0,"RT @irenesfist: i'm not saying that snsd 's comeback will end global warming, wars & trump as president but that's exactly the case + +https:…",517589 +1,Smh at Donald Trump calling 'climate change a chinese hoax' when in reality it is happening now! @elliegoulding https://t.co/54RFJzdZWp,891060 +2,RT @thehill: Gore: I hope to work with Trump on climate change https://t.co/mKib9D85Dz https://t.co/LQ24wYLqsf,42235 +0,@JackBlack42 MAN STUPID! — a new song with a simple message on climate change co-written by a Gorilla… https://t.co/RE4r7zB2mv,749356 +0,@RC1023FM #ContinentalSunrise PMB jets out 2 Morocco 4 climate change summit. Just wondern if He knows what 'that' means especially to 9ja.,527057 +2,Could Moore's Law help us beat climate change? https://t.co/EP2dja8wso https://t.co/qTl2ddJoPZ #ClimateChange,947499 +1,RT @AsapSCIENCE: If Trump wants economic success he can't deny climate change. The cost of extreme weather is reaching billions annually in…,751864 +1,Nitrogen pollution: the forgotten element of climate change https://t.co/UGJHyC3HGu via @biotechinasia worth a read,50229 +1,@Cosmopolitan @maddiewynne17 honestly global warming is fucking real. im moving to oregon i could give a fuck about california,302867 +1,"Scholar describes a coming crisis of displacement from #climate change https://t.co/pslH1kxZ5u #Alaska, eastern seaboard, and so on",863686 +2,RT @HuffPostPol: Joseph Gordon-Levitt and Chloë Sevigny want you to help fight climate change https://t.co/EexGo8hERk https://t.co/mdsAVoPN…,751413 +0,New blog up about soil carbon sequestration as a climate change solution and vehicle for ecological restoration:… https://t.co/XP7njAFbQz,435763 +2,"US federal department is censoring use of term 'climate change', emails reveal https://t.co/8AaISsFAB6 via @guardian https://t.co/yNaLU5KnB5",114160 +1,"RT @GhostPanther: Bye bye bank regulations. +Bye bye dealing with climate change. +Bye bye health care. +Bye bye diplomacy. +#electionnight",935424 +1,"RT @lauraewaddell: Not only is this national park account defying Trump's communication ban, but is tweeting climate change facts. https://…",793851 +1,"RT @Katmanru: @TurnbullMalcolm like when you said you believed in climate change, or supported marriage equality?",193669 +2,"RT @SafetyPinDaily: Trump's Environmental Protection Agency just deleted its climate change web page | By @willrworley +https://t.co/290kIB…",531470 +1,The #ParisAgreement enters into force! Learn more about the U.S. goals for climate change at #COP22: https://t.co/CGsXg3IdPx #ActOnClimate,261725 +2,"RT @kylegriffin1: At G-20, world aligns against Trump policies ranging from free trade to climate change. https://t.co/KhZPkjWs6w",117512 +1,@realDonaldTrump What data did you use to conclude that the Chinese have made up climate change?,43933 +0,I fw global warming heavily,495803 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,964717 +2,Obama writes: We have long known that the urgency of acting to mitigate climate change is real and cannot be ignored https://t.co/bOzJR8YdHG,419368 +1,RT @LangBanks: Positive news... World abandoning coal in dramatic style raises hopes on climate change https://t.co/sjKh6sj62p By…,837439 +1,"@realDonaldTrump @POTUS @EPAScottPruitt U are both Morons when it comes to climate change, the entire World is on board w/oil Co.s & Corps!",758745 +2,#Ankara #London #Berlin The Latest: China calls climate change ‘global consensus’ https://t.co/yluXVcrSx7 https://t.co/es6kmtebHE,871970 +2,"RT @BBCBreaking: UK government signs Paris Agreement, world's first comprehensive treaty on tackling climate change https://t.co/hDaFst5PFc…",536961 +-1,@seanhannity probably climate change or maybe she'll blame women for not voting for the candidate with a vagina,748260 +1,"Tornado touches down in Massachusetts in February, but #Trump doesn't believe in global warming lololol.",990860 +2,RT @ecojustice_ca: How cities are ahead of the curve in the fight against climate change �� https://t.co/C6mVIQOqWT,787430 +1,RT @BernieSanders: 'The concept of global warming was created by and for the Chinese in order to make U.S. manufacturing non-competiti…,688941 +-1,"Or 3) become radical low tax, tiny state advocates rallying against state issued healthcare and the scam that is the climate change industry",869105 +1,"Just sick of all the talk from our stupid politicians. Year after year, no action, no meaningful progress on climate change. #abc730 #FAIL",551091 +2,RT @FactTank: 49% of Trump supporters care not too much or not at all about climate change: https://t.co/HPmL385tJh https://t.co/eOaAdvWdAN,949443 +-1,"@SenSanders climate change is just a normal part of this planets process, dont make it anything more, the people are not fooled by the lies",300133 +2,UN climate change agency reacts cautiously to Trump plan https://t.co/FfWWOJ7n2p,99898 +1,RT @nuclear94: An expansion of nuclear would significantly combat climate change and make other programs less likely to attract $ @TedNordh…,550587 +0,"Wait, wait, WAIT. *looks outside the window* Summer's over already!? Damn you climate change! ☔️",110241 +2,"Scientists warn climate change severely underestimated +https://t.co/31IgrAs8OQ",43644 +2,RT @MotherJones: Scott Pruitt doesn't agree that CO2 is a major contributor to global warming https://t.co/KjjCKHiitj,467950 +0,RT @ShippersUnbound: 'I would sign a letter with any other letter' says Jezza on climate change. That's what he's been doing for 40 years.…,316317 +-1,RT @thelanarchist: Geoengineering programs jets spraying arosols is making climate change.... https://t.co/ThVk08SHKI,69494 +-1,"RT @iluvspringtime: Once Trump refuses to send (lots of money)Grants for research, watch how quickly the climate change fad will disapp…",392365 +2,RT @Independent: US 'forces G20 to drop any mention of climate change' in joint statement https://t.co/49EE31bXXz,421897 +2,RT @ajplus: Diplomats at the UN global warming summit are very concerned about Trump's stance on climate change. https://t.co/wZ6VbM60K8,263430 +2,Macron wants American researchers to move to France to fight climate change https://t.co/VkQ6XUgWru #news,239562 +1,"RT @AssaadRazzouk: In the new new world, China lectures the United States about climate change and the importance of cooperation betwe…",305836 +1,EPA chief’s climate change denial is easily refuted by the EPA’s website via Digg https://t.co/gl8S3ZwMF4,692213 +1,RT @island_phone: 'Dirtier' than coal. The methane is many times more detrimental to global warming than CO2 #csg https://t.co/AaXL6FjGvU,837881 +-1,"800,000 years of climate change, in 3 minutes [ the co2 has no proof and is MTCO2 in debt https://t.co/7BBD09PJJd",920742 +1,RT @LiberalResist: How to communicate the urgency of climate change - https://t.co/06uhPGK1BQ https://t.co/9v7mC2J54f,829758 +2,RT @badgirl_loony: Golden Gate Park joins Badlands in defying Donald Trump by tweeting about climate change https://t.co/FuOyV5P5ed via @Pa…,595759 +0,"RT @Chris_arnade: 1. Some quick thoughts on this @BretStephensNYT article on climate change & certainty, by a PhD in physics (me!) + +https:/…",227869 +2,Doctors unite to say climate change is making us sick https://t.co/Ah674HgkwM https://t.co/5YnJjBfNaB,806935 +2,Listen to 58 years of climate change in one minute - PBS NewsHour https://t.co/Y49dKmP01S https://t.co/aPrUrG3tuC,230 +1,"Today I discussed colonialism, climate change, and the plot of Aristocats en español so I'm feelin pretty fine",738689 +0,"@RichardTol Your paper is interesting. But how can you say the trend is attributable to climate change, rather than more extreme weather?",82618 +1,Why some conservatives still won't accept climate change is real https://t.co/lm7tNX2739 # via @HuffPostScience,877408 +0,"... Tragédia, tristeza! E Trump NEGA qualquer problema de 'climate change'! https://t.co/pImY78naH8",446787 +1,RT @haveigotnews: Donald Trump announces plan to counter global warming by building wall around the sun.,286704 +1,A lack of response to climate change from the US has huge implications for the planet. #climatechange #parisagreement #clexit,61620 +1,RT @TuringTested_H: Maps of how Ireland may look after major climate change are like something Tolkien would have drawn up https://t.co/rjL…,184097 +0,RT @RogerPielkeJr: I've been asked by a few reporters to comment on Harvey and climate change. This is the response I've giving everyo…,267381 +0,RT @Fridaynitee: global warming never felt better,681707 +2,"RT @Independent: More likely a lesbian caused Hurricane Harvey than climate change, says right-wing commentator…",736502 +0,"RT @EVIOM77: Young children are the most vulnerable to air pollution. Forget about climate change, or that our energy isn't... https://t.co…",767634 +2,John Key says he plans to raise the issue of climate change with Trump #nzpol,215107 +2,RT @MailOnline: Bizarre £400 billion plan to refreeze the Arctic using giant pumps may help tackle climate change https://t.co/eh9urAtCIP,516736 +1,"RT @NiliMajumder: Under the #ParisAgreement, all nations have agreed to combat climate change. - @UNGtB https://t.co/O4yMZecLPB",578169 +2,Not ‘fake news’: Scientists report climate change findings honestly https://t.co/eWGEiTvJ9P,484737 +2,"RT @Reuters: France, India to cooperate in fighting climate change https://t.co/VauuNOGbF8",826352 +2,RT @theecoheroes: How big data might curb climate change #data #environment #climatechange https://t.co/6x1SAG1nyB https://t.co/GNFUFxFwQy,824714 +0,"RT @ULTRAVlOLENCE: Interviewer: 'What do you think about global warming?' +Melania Trump: 'Hello... He's kind he's strong, he's a great... c…",404405 +1,"We live in a world where the American president degrades his citizens and denies global climate change, but the Pope recognizes the urgency",612186 +2,RT @FT: From trade and foreign policy to climate change: How the US could change under a President Donald Trump https://t.co/6IwWib0zMv,721315 +2,"RT @RobertKennedyJr: Record-breaking climate change pushes world into ‘uncharted territory’ +https://t.co/QLfosXXOJy",661146 +0,RT @Realityshaken: Who do you believe on climate change?,651221 +0,Ice cream truck in Ohio in February. I love global warming. :) https://t.co/lSle77Tclo,81564 +1,@A_Real_MSmith @kylegriffin1 @MMFlint climate change doesnt have 4 years for Trump to continue acting like its a chinese hoax,284011 +1,Glad to see more companies taking steps to combat global warming https://t.co/23dOk51tvW,514562 +1,RT @mihirzaveri: .@ByKimMcGuire and I explored whether climate change means more big storms and what is or isn't being done about it…,357126 +0,RT @CivilJustUs: How do they expect us to care about global warming with all this penguin on penguin crime?? https://t.co/HypysWHvVV,794825 +1,Today @HIT_trentino discussing research and innovation for climate change with @Climate-KIC. #climatechange… https://t.co/85bra9Ijro,42551 +-1,@Morning_Joe @JoeNBC Fake news is when you say man is causing global warming and $15 min wage doesn't cost jobs. You libs are clueless!!,708437 +2,RT @FAOMozambique: New #UNFAO project on climate change may benefit 1800 households-#readon- https://t.co/kRZeZR44ek https://t.co/JKfg1sGQlB,16864 +2,Earth Hour plunges world into darkness to fight climate change https://t.co/yLOoACTLRR,142844 +1,Climate deniers blame global warming on nature. This NASA data begs to differ https://t.co/bDxJESwnlx,769831 +-1,RT @PrisonPlanet: A bunch of Oxford elitists want to tax the food of poor people because 'climate change'. How about fuck off instead? http…,19105 +1,@komputernik Could make $ selling them an app that replaces 'no global warming since 1998!' with 'since 2016!',646514 +1,The new @NatGeo & @LeoDiCaprio documentary on climate change #BeforeTheFlood is on Youtube. https://t.co/L4T7hhCrN8,709555 +1,RT @Aiannucci: The US elected Trump but the rest of the world didn't.So what do we do if US policies ( e.g. climate change) threaten the re…,141210 +1,RT @CatherineForNV: I believe in science. I believe in climate change. Let's protect our precious resources including the air we breathe &…,355565 +2,Quitting UN climate change body could be Trump's quickest exit from Paris deal https://t.co/eq1hLtJvPD https://t.co/K2U4XMrhkx,229486 +-1,"climate change is natural, not man made. bring industrial jobs back to america!",332005 +1,RT @foe_us: Tribal nations told UN they're climate leaders who intend to remain in the global conversation about climate change. https://t.…,630899 +1,RT @ScottAdamsSays: I talk about the 97% of scientists who believe the climate change models are accurate: https://t.co/dw9s2OCccX #climate…,170297 +0,RT @mattyglesias: Perhaps a rogue unit of pro-Clinton EPA officials could leak to the press about whether climate change is real.,844146 +1,"RT @YouTube: .@NatGeo teams up w/ @LeoDiCaprio to explore climate change and prevent catastrophe. + +This is #BeforeTheFlood →…",889987 +0,Bloggers getting recognition - good :-) 'Like watching a train wreck': Blogger quits writing about climate change https://t.co/W9qMHBoSvC,495586 +1,"RT @SierraClub: The monarch butterly faces 3 interwoven threats: habitat loss, large-scale corporate farming, & climate change. https://t.c…",498880 +0,@9GAGTweets climate change,772584 +1,RT @AWhitelee: More climate change evidence > The Arctic is turning green as sea ice melts to record low levels https://t.co/h8iGXnMLfP @te…,999344 +1,RT @caseycmill: Great workshop on ties between racism and global climate change from @sustaininglife1. Interesting topic that is di…,780939 +1,"And domino effects of climate change hit people well outside #HurricaneHarvey's blast radius: +https://t.co/jOEYCyX4Un",623161 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,115813 +1,"To all of the people who said, 'Trump never said China started the concept of global warming.' + +Here you go.… https://t.co/XYaMNH1S32",185956 +2,RT @tan123: 'Thailand drought 2015: climate change impacts real' https://t.co/Zdj8ObfRwL https://t.co/YIlQI6UeHW,25917 +1,"RT @Shareblue: Disaster: + +Trump's budget targets the Earth, eliminates climate change related funding + +https://t.co/RTt9mnM2Nn +By @leahmcel…",562602 +1,Just watched a live action theatre show about climate change and how it affects Pacific Island people,861496 +2,RT @MichaelEMann: 'World-leading climate change scientist calls for 'rebellion' against Donald Trump' by @Montaukian The @Independent: http…,279671 +-1,"#lies Federal scientist cooked climate change books ahead of Obama presentation, whistle blower charges - Fox News https://t.co/TQCJB63aGS",14843 +1,RT @faisalislam: This bit basically kills US leadership on climate change - China will have more stringent CO2 laws https://t.co/NDzlPNEDSD,427954 +1,RT @samsteinhp: FWIW. we have probably lost the battle against climate change tonight,87713 +2,"Expect more deadly heat from climate change, study says https://t.co/KMNV1yXnKH #DSNScience #environment",341830 +1,RT @Curbed: How you can help your city fight climate change https://t.co/9s7FPV9zhc https://t.co/QO4YGPim8W,622107 +2,RT @VICE_Video: Kids just won the right to sue the US government over climate change: https://t.co/qN0rR6mTwd https://t.co/zZJbarsr5Z,136529 +1,RT @democracynow: .@NaomiAKlein: 'The failure to take climate change seriously… has been a profoundly bipartisan affair' https://t.co/t2OBp…,406971 +1,This is VERY bad for the fight against climate change https://t.co/uctGd66uSW via @HuffPostPol,91071 +1,RT @climatehawk1: The Holocene #climate experience and the health risks climate change carries https://t.co/dldkkmcLGp via…,581196 +1,RT @ForeignPolicy: This Canadian river disappeared in 4 days thanks to climate change. https://t.co/QcrBBJLPGp https://t.co/nvbhpjPMcp,810942 +0,RT @brantgateman: Shoutout to global warming for the beautiful weather,485531 +1,RT @drvox: The next president's decisions on climate change will reverberate for centuries & affect 100s of millions of people. https://t.c…,405437 +1,RT @chulomang: ppl who dont believe in climate change trying to explain all the hurricanes https://t.co/qFvre7mxEF,174011 +2,RT @nytimes: How climate change is making the glorious colors of fall foliage last longer https://t.co/mUx6a7QXyp https://t.co/I8BudD9tiR,929794 +0,RT @AltBadlandsNPS: We'll do some #FollowtheMoney on climate change later people. Send me anything good you have. #politicaleconomy #Scie…,746524 +2,"RT @praveenswami: Senior US diplomat in Beijing embassy resigns over Trump’s climate change decision, Carol Morello reports | https://t.co/…",509071 +1,RT @funder: Video: Karen Handel doesn't believe climate change is real-think's it's just 'a political football' Wow... #GA06…,791984 +0,"If climate change isn’t real how will the wall melt?' 'If the delegate goes near it, he’s too damn hot and it’ll melt'",705396 +2,RT @WorldfNature: White House calls climate change funding 'a waste of your money' – video - The Guardian https://t.co/PjCvMmQ2wM https://t…,82831 +1,"RT @AJEnglish: 'Pulses are going to be crucial to our global fight for food security, particularly in the face of climate change.' https://…",782764 +0,@__BranMan global warming always been an 'issue' though,852880 +1,"i think my.... brothers... and dad..... don't believe in global warming......................................,,,,,,, wtf",280175 +-1,Didn't global warming alarmist warn about more potent hurricanes due to it?,980758 +2,CityConnect shows you how climate change will impact your own home https://t.co/VqlL9mbOgk https://t.co/tFVE8q8faQ,528554 +0,Next thing we'll see in a issues and articles that katy said/done something and it's contributing to global warming ��,236895 +2,Trump really doesn't want to face these 21 kids on climate change - Mashable https://t.co/Amcg8TIqdH,914389 +2,RT @WGNWeatherGuy: Home Depot reaps a hurricane windfall as global warming intensifies storms https://t.co/Ns6G9yel8y via @business https:/…,83124 +2,"From Tanzania, a radio version of @grossmanmedia's story on climate change and coffee growing: https://t.co/gyoZz8ZSDu @hereandnow @WBUR",83873 +1,"There's a fine line between not knowing global warming exsists, and just being an idiot. What trump is doing now is disgusting.",76094 +2,RT @smilinglaura: G7 leaders blame Trump for failure to reach climate change agreement https://t.co/WCrUdNqIOR,459610 +1,RT @BrandonCTE: Our planet is not going to make it if we don't take action on climate change. Take an hour and half out of your day…,860573 +2,Bainimarama invites Donald Trump to Fiji to see effects of #climate change: Fiji Village https://t.co/PZ039moTlT #environment,497110 +1,"RT @PaulHindley2210: Sorry Paul Nuttall, most working class voters are not homophobic, anti-abortion, climate change deniers who want to pr…",870314 +-1,RT @PrisonPlanet: Anyone lecturing me about the 'science' behind global warming who simultaneously thinks there are more than two genders c…,8844 +2,"RT @Jmalewitz: As ExxonMobil CEO, Rex Tillerson used the pseudonym 'Wayne Tracker' in climate change-related emails, NY AG says https://t.c…",14901 +2,Canada's northernmost community seeks PM's help to weather climate change https://t.co/URSqhL2E03 https://t.co/02gmWhumVq,320765 +-1,RT @Heritage: President Trump must resist pressure from foreign leaders to cave in on global warming. https://t.co/3SpvjhCpu7,424879 +2,RT @YahooNews: Billionaire climate change activist says he’ll spend whatever it takes to fight Trump https://t.co/9PxJKpE4hR https://t.co/8…,193082 +1,RT @JonRiley7: I've always thought this! How can you distrust scientists (on stuff like climate change) when you can see science i…,27078 +1,RT @RichardDawkins: President Trump may destroy America but maybe we can stop him destroying the world. Sign the climate change petition ht…,234830 +1,"RT @NatGeoChannel: Watch #BeforeTheFlood right here, as @LeoDiCaprio travels the world to tackle climate change https://t.co/LkDehj3tNn htt…",381332 +1,President elect thinks climate change is a hoax made by the Chinese https://t.co/IZwOdx7z1m,347977 +2,RT @Lulihar99: UK to 'scale down' climate change and illegal wildlife measures to bring in post-Brexit trade - secret documents https://t.…,884576 +1,"#NoSmokingCar +A very polluted city now a day cars smoke increase global warming. Please Drive electric cars @MahindraElctrc .",411251 +0,This is why global warming exists. https://t.co/bBOuoehAfv,40214 +0,Check out this #leadership blog: https://t.co/qyVmsFWu63 'Russia's climate change plan' Please RT,115301 +1,RT @kurteichenwald: China is now explaining the history of climate change science/politics 2 underscore to Trump they didnt do a hoax. God…,154823 +2,RT @CNNPolitics: Sen. Bernie Sanders says the EPA chief denying carbon dioxide is a primary cause of global warming is 'pathetic' https://…,271753 +1,@dukemeiser @animu_jeans this is what you tools sound like when you say global warming aka climate change isn't real.,31016 +1,"@FoxNews @FoxNewsSunday Ya right tell me another story, Scott Pruitt is a known climate change denier",306815 +0,Hans Rosling dies today - See his Population and climate change video https://t.co/0JHHNMAYa6,621192 +1,"And people say global warming doesn't exist. So that's why we have summer weather in fall right? Okay. + +😂😂😂😂 https://t.co/i9aGIIL17M",523887 +-1,RT @JoeFreedomLove: Blog: Science fights back against the global warming fraud https://t.co/djIQCdm5al,852497 +1,"RT @owillis: climate change denialism is not a 'view' it is a rejection of science +climate change denialism is not a 'view' it i…",578880 +2,"RT @ClimateNexus: Election results: UK could ditch its important role in global fight against climate change, environmentalists fear…",763180 +1,Vox First Person: Why aren’t politicians doing more on climate change? Maybe because they’re so old. https://t.co/kKgRokzPs5 via @voxdotcom,727530 +0,@sglassmeyer Frosty the Snowman is a climate change alarmist.,264878 +1,RT @devi_lockwood: 'Women in rural Morocco fetch water & work the land. They are the first ones to see effects of climate change.' #300kmso…,209850 +2,RT @dji45: Donald Trump and Prince Charles 'in row over climate change' ahead of President's first UK visit https://t.co/YBQedcz6fB,225730 +-1,@nowthisnews pure fantasy! If global warming was real why was NOAA caught altering temps?? https://t.co/Vb3oFbr06E,740533 +0,"RT @kalistazickert_: 'do you believe in global warming jade?' +Jade: yah bc every day the weather changes @j_sommerhalder",69152 +1,RT @KenyaCIC: Need for the private sector to discuss climate change @emungai_m the conversation @KEPSA_KENYA #Sustainabledevelopment @Susta…,538071 +0,"I suppose the next step is to queue up an inspirational song, change my profile pic to a Union Jack ���� & blame global warming. #LondonBridge",158359 +1,Realising how many people don’t actually believe in global warming https://t.co/KaQfgaX4Dt,282270 +2,"RT @LouDobbs: Wanna Bet? France, UN tell Trump action on climate change unstoppable https://t.co/x9iqy4YvN7 via @YahooCanada +#MAGA #America…",982727 +2,"RT @climatehawk1: In message to Trump, EU says it will remain top investor against #climate change | @Reuters https://t.co/GRmxV06ZQ1… ",591847 +1,RT @atenmorin: Honestly the planet can't afford 4 more years with no action on climate change. #itsuptous #OurRevolution,600797 +1,"RT @YouTube: .@NatGeo teams up w/ @LeoDiCaprio to explore climate change and prevent catastrophe. + +This is #BeforeTheFlood →…",962891 +1,"RT @itisprashanth: https://t.co/7IsmsKLuXb By 2100, it will impossible to live in india because of climate change. Scientific study says.",381054 +0,We might have found the ‘cure’ for global warming – and it’s basically Gaviscon #D13 https://t.co/2kon4WmZiF https://t.co/AeACuIkjv0,143854 +1,hey guys climate change is real but i'm going to make fun of people who try to make it better https://t.co/O3QlxFEALO,892153 +2,RT @climatehawk1: Scientists just published an entire study refuting @EPA head Scott Pruitt on #climate change https://t.co/6djVCvaAvJ http…,920652 +2,Chicago mayor Emanuel posts EPA’s deleted climate change page - POLITICO https://t.co/JAUPrnJMK5,997492 +0,"@LookTheFuckUp_ +So are these trails contributing to climate change, or are they 'geoengineering', which is supposed to combat it?",504444 +2,RT @ActualScience24: Bird species vanish from UK due to climate change and habitat loss - The Guardian https://t.co/xPiTT1EDXB,49125 +-1,"This is nothing more than a surrender to vestige interests +In times past climate change happened over centuries no… https://t.co/jWgmrXmjgb",819188 +0,Is the iceberg that broke off Antarctica the result of climate change? - https://t.co/xQJF6GsZtk https://t.co/YPEM2eue2t,232928 +1,RT @JohnFugelsang: & Donald Trump wants you know this proves NASA's part of that whole Chinese climate change hoax. https://t.co/Mc7346asP1,460146 +2,Prince Charles says climate change is the 'wolf at the door' as meeting with Donald Trump is mooted - Telegrap… https://t.co/G6NULp1KtC,873706 +1,@tonyschwartz @kimmie8264 And says climate change is a hoax. This will ensure America will be the bully that destroys earth. 😡😡😡😡😡,400270 +1,"RT @AnotherSlyfox: 17) It means climate change, student loan reform, health care reform, minimum wage, LGBT rights, womens rights, Black Li…",866638 +1,"@WarrenDavidson I mean really, are you too dumb to tackle both isis and climate change. Why just one or the other.… https://t.co/nShcuVjJGo",235382 +0,"@ddubyuh If you just love farmers and rural communities, but don't believe in climate change, it is still the best way to farm.",365686 +1,"#hacker_news Next EPA chief does not believe in climate change, aligned with coal industry https://t.co/xC8ngecFFf",819914 +1,RT @NatGeo: Are we too late to fight climate change? https://t.co/797Rx2UXQA #YearsProject https://t.co/LV2Fy0uuge,843145 +2,RT @FriendsOScience: Trump says ‘nobody really knows’ if climate change is real https://t.co/YpozpesQvE via @BostonGlobe,682099 +1,RT @SMYFoundation: Rain-fed crops are vulnerable to climate change. New and innovative approaches are required to improve yields.…,737814 +1,@islahmufti why is climate change not in the govts policy making agenda,913471 +2,Trump administration dismisses climate change advisory panel: The Trump administration has… https://t.co/n5rG0ojzVH… https://t.co/9FsUl5XijV,2663 +0,RT @wattsupwiththat: WUWT climate change briefing for President-elect Trump https://t.co/SMgkZFc9SS https://t.co/MESjTdiCq1,598548 +1,"RT @TheDemocrats: If the Trump team gets their way, this climate change report might never see the light of day:…",503904 +1,RT @rabihalameddine: Trump calls global warming a Chinese hoax. Clinton emails.,576057 +2,RT @flynotes3: Arctic ice melt could trigger uncontrollable climate change at global level https://t.co/qQwXcrXVIE,726428 +2,"RT @Reuters: In rare move, China criticizes Trump plan to exit climate change pact https://t.co/XM7qUmahdX https://t.co/NA2yg8JkP9",494757 +1,RT @imasian28: Our president don't believe global warming so https://t.co/DuqpO4MNXI,363080 +1,"76 on November 1st? Fuck this shit if you don't think climate change is real, wake the fuck up",979562 +0,RT @jyoungwhite: good morning to pineapple pizza eaters only. the rest of y'all are responsible for global climate change & amy schumer,70176 +1,RT @KimBrownTalks: calling shale gas a 'bridge fuel' is a sure way not to get my vote. bcuz that shows me you're not taking climate change…,209197 +1,1. Another huge blow to the world. A climate change denialist gets hired to head up the Environmental Protection Agency. #TrumpPresident,852066 +1,RT @andrea_portes: @TomiLahren Conservative logic: Let's keep using technology that's causing life-threatening climate change to line the p…,963266 +1,Trump dont know a damn thing about climate change- just out to undo all Obama has done cause he thinks he's smarter @MSNBC @HallieJackson,182005 +1,RT @ClimateOfGavin: Has there been a 'pause' in global warming? (Spoiler: no) https://t.co/YtRpOqlVco,900635 +2,Farmer Simon Fairlie on meat and climate change https://t.co/5IaWiXCocJ,483686 +2,RT @FoxNews: Bloomberg urges world leaders not to follow Trump's lead on climate change https://t.co/MNxrUETyDa https://t.co/DZ0H5kArAX,733007 +2,RT @Reuters: Trump to drop climate change from environmental reviews: Bloomberg https://t.co/s0cgrQzhgb,308885 +1,RT @CameronVaske: @senrobportman What about climate change? Imagine millions of climate refugees. What will that do to the US economy?,566784 +0,"RT @taebeingtae: i still can't believe this gif of taehyung saved the human race, stopped global warming and watered every plant on…",425420 +2,RT @Independent: Massive 'rivers in the sky' will bring more deadly floods due global warming https://t.co/sDwLjjiGIu,542517 +1,RT @RepYvetteClarke: Dismantling @EPA would pollute our air & water & contribute to global climate change. No on HR 861 & @ScottPruittOK! h…,978320 +1,"@EPA Chief: carbon dioxide not primary cause of global warming. + +Fossil fuel execs: Umm, actually... + +https://t.co/iQR3NcHjAy",870433 +1,RT @ZachJCarter: @Jaffe4Congress @Tim_Canova @paulajean2018 @SentencingProj How urgent do you view the threat of climate change?,613233 +1,"RT @WorldfNature: Why we never talk about climate change during elections, despite the tremendous stakes - Vox https://t.co/LeXoCvjxtK",460396 +2,Ice Age climate change played a bigger role in skunk genetics than geological barriers - https://t.co/93lEZE2DCJ https://t.co/h1Y3qBtfJL,846855 +-1,@rambogooner The people saying “don’t look at the sun” are the same people who say climate change is real — and we all know that’s a lie.,288678 +1,"Many of us are in the same boat. ⚡️ “Meteorologist opens up about the struggle with fighting climate change” + +https://t.co/EqSPwlw5YU",872447 +0,You cannot talk about climate change and defence in the same moment audience - push the button and you will not nee… https://t.co/s6sFPDwqjo,907466 +1,"15% of U.S.'s GHG emissions come from farming practices. But +Trump admin doesn't want USDA saying 'climate change' https://t.co/a7xdLuFyNx",497991 +1,RT @WKWales: Forests - a secret weapon in the UK's fight against climate change? https://t.co/oJJdLlLJk1,319997 +2,RT @CNNPolitics: Donald Trump: 'Nobody really knows' if climate change is real https://t.co/BQ4z69MJJn https://t.co/wIOtgmsq3u,800349 +1,RT @H_Combs: Can't be global warming. Not in Washington. They don't have that there. Anymore. https://t.co/HhqdOhWWFo,979065 +0,RT @mitchellvii: Americans are even less worried about Russia than climate change.,942004 +1,"RT @chrismelberger: democrat: i like america + +trump: ur great i respect u + +democrat: global warming is serious + +trump: ur a clown and a los…",109237 +1,"RT @LastWeekTonight: If you don’t believe man-made global warming is a a silly issue, give to the Natural Resources Defense Council (https:…",72200 +0,"RT @GreatDismal: Our cultural models of the apocalypse are all extremely short-term. The jackpot, like climate change, began long ago, prog…",841312 +1,@RogueNASA @JennyHottle @NOAA Don't think the GOP knows what NOAA actually does. They think they're only putting out climate change data.,545986 +0,RT @TaraGMartin: Observed impacts of climate change - from genes to biomes to people @cyclonewatson @BrettScheffers…,605493 +1,Sitting Beckenham Tory MP Bob Stewart has consistently voted against measures to prevent climate change. That's not #BestForBeckenham,768556 +1,RT @VICE: The United States of climate change denial: https://t.co/ghyOSV5wpZ https://t.co/5K4Qq5rknW,791003 +2,Tiny seashells show extent of climate change https://t.co/9rCZZhmAUF https://t.co/fw5ikbaq54,776693 +1,"RT @AnjaKolibri: Negative #climate change impacts on #environment, #health far outweigh any positives: https://t.co/kMyBEeF3Ro https://t.co…",948079 +1,I donated - so can you! Fight climate change! https://t.co/jiAU295byi,520048 +1,"I am literally crying @ the polar bear. + +Once again, I hate hormones and feelings and global warming. https://t.co/xb9gpo0C1G",842020 +0,RT @GSmeeton: Letter in The Times from @camillatoulmin responds to Matt Ridley's claim that the Paris climate change agreement is…,937279 +1,"RT @_seanohue: @microsoft42 true, also climate change is a byproduct of capitalism's unsustainable industrial growth",871289 +1,"RT @Travon: Between DeVos, poison water, more guns and ignoring climate change, Republicans remain the biggest threat to your child's futur…",911647 +0,"About time this global warming thing started paying off, this'll do me til bonfire night +#getin +#scorchio",116265 +-1,"RT @TheFoundingSon: NOAA scientists manipulated temperature data to make global warming seem worse + +Who's surprised? Not me +https://t.co/Rj…",905959 +2,Government warned over irreversible impacts of climate change: A new report criticises the… https://t.co/9ADUXVKQma,546500 +0,RT @GlblCtzn: Here’s what you need to know about Leonardo DiCaprio’s climate change film. https://t.co/iqsmOmRlTk,263456 +2,RT @FT: Boris Johnson thinks he can persuade the Trump administration to continue efforts to combat climate change https://t.co/Fs7jgok4hj,667180 +1,RT @RepAdamSchiff: Will our reality TV president walk away from last best hope against climate change? And what will become of our pla…,916475 +1,How can uniting cities and companies tackle climate change? @oxsocsci https://t.co/yBd0q6zfRQ https://t.co/c3jtVgARES,881190 +1,"@SenCoryGardner For the sake of future generations, please vote NO on any measure to weaken pollution and climate change protections.",394325 +-1,RT @GeorgiaLogCabin: NOAA's global warming data manipulation https://t.co/flujjaaWUR #Economy #National,416605 +2,"|| Trump taps climate change skeptic Scott Pruitt to Head EPA + +https://t.co/ZNOas760sl via @ShipsandPorts",963025 +1,"There's plenty of dumb to go around with the administration's approach to climate change, but this is up there.",312107 +1,"@Agridome @Wally_53 @JustinTrudeau hard to not believe in climate change considering manitoba was under a 2km thick ice sheet 10,000yr ago",117011 +2,WATCH: EPA chief's language on climate change contradicts the agency's website https://t.co/K0ZoyMuezS #politics,164035 +1,"RT @Captainturtle: We can limit global warming to 1.5°C if we do these things in the next ten years + +Good list. +https://t.co/xAxo6jeiac v…",573629 +0,"RT @seren_sensei: Interviewers don't push back against ANYTHING. 'Oh, reverse racism & climate change are both real? Yes, everyone has a po…",600408 +1,RT @funder: So hot in Phoenix that they grounded flights—but be sure to vote for Karen Handel who thinks climate change isn't a…,921657 +0,Protest? Homage? Something to do with climate change? Guess the amount of water used to make this ice sculpture and… https://t.co/i968FYBYP1,912823 +1,RT @ElizabethMay: Noam Chomsky: Donald Trump's election will accelerate global warming and humanity's 'race to disaster' | https://t.co/1hQ…,329602 +1,"RT @Bro_Pair: We're going to need leaks for basic info on food safety & climate change, which will mean prosecution of scientists: https://…",795513 +-1,"It's really not about science at all, but religious fundamentalism of the climate change cult. With a sprinkling of… https://t.co/vV8L1zTsGq",126210 +2,"RT @CNN: Depression, anxiety, PTSD: The mental impact of climate change https://t.co/zjInwo5l8j https://t.co/tyAJeHx6Br",727305 +1,"RT @WSJ: Opinion: We need to consider how much economic damage climate change will do, write David Henderson & @JohnHCochrane https://t.co/…",190623 +2,[national]:Scientists explore impact of global warming on Japan's sea life https://t.co/CStF19DnnP,180461 +-1,"RT @MarkACollett: The biggest threat to the environment isn't global warming, it's overpopulation that is fuelled by liberal aid to the thi…",22064 +1,Today at 8.30pm it's #EarthHourUK! Make sure you turn off your lights to address the global issue of climate change https://t.co/rbKbYmTVGb,983154 +1,"RT @antoniodelotero: conservatives will ask for proof of climate change, get it, and then continue to deny it. i'm fucking dumbfounded http…",220699 +2,US govt agency manipulated data to exaggerate climate change – whistleblower https://t.co/062KZxCBls https://t.co/OBuykHhs87,478787 +1,"If you're looking for good news about climate change, this is about the best there is right now - Washington Post … https://t.co/7nKIexUikm",946448 +2,RT @CBCNews: G20 leaders reaffirm support of Paris climate change agreement without U.S. https://t.co/em4ZINbDto https://t.co/TCzSsPpvmW,528924 +0,"RT @raveyrai: Also, shout out to climate change. We had a 6 month fall, a 2-3 week spring, and now it's winter. https://t.co/l9hvL2xuiS",141091 +0,"RT @SaucercrabZero: 'Here in Fecalopolis, we're concerned about climate change.' +'so are you banning cars and air conditioning' +'haha no I…",61417 +2,Donald Trump is about to undo Obama's legacy on climate change https://t.co/5W5VeaUpeZ via @HuffPostPol,963999 +2,RT @nytimesbusiness: Exxon Mobil is accusing the Rockefellers of a climate change conspiracy https://t.co/baQoiIBetd,931524 +2,RT @RamsarConv: Global Peatlands Initiative launched to address climate change - Ramsar https://t.co/nkvBMHifJZ,841609 +0,RT @kuntyewest: Me thinking about global warming https://t.co/v8U4RqmEI5,675515 +1,EPA chief:CO2 not 'primary contributor' to climate change https://t.co/U7fmACcrba to list the Earth is flat ..Darwins theory is fiction.,163186 +0,global warming ftw https://t.co/RdAjh35KD5,187947 +0,"RT @SteveNash: Toby is the best center back in the league. We're also denying climate change though, so... https://t.co/E9smaQulJv",386676 +2,"Arctic ice melt could trigger uncontrollable climate change at global level + +https://t.co/aoH5RfO8f8",889611 +-1,RT @davidicke: Founder of Weather Channel blasts total fraud of climate change: Science fraud run by the Left…,221264 +2,RT @ABC: John Kerry says he'll continue with global warming efforts https://t.co/x98aGUb6ZF https://t.co/ZYfeXKnQno,561377 +1,RT @EnvDefenseFund: Trump administration wants to kill popular & successful Energy Star program because it combats climate change. https://…,207220 +1,RT @SenSanders: We have a president-elect who doesn't believe in climate change. Millions of people are going to have to say: Mr. T…,68691 +2,RT @qz: Bill Gates and investors worth $170 billion are launching a fund to fight climate change through energy innovation https://t.co/CJi…,60580 +1,RT @AlanForElyria: There are no discussions to be had about 'beliefs' regarding climate change. It's settled science. Now we need to talk s…,804477 +1,Two reasons for why I'll vote for Hillary; she speaks in complete sentences and She believes in climate change.,268134 +-1,@ABC Ya but all the experts say it's not climate change ass hat fake news it's a natural occurrence for thousands o… https://t.co/kvDP3USb8m,841625 +2,EPA head Scott Pruitt may have broken integrity rules by denying global warming https://t.co/2qiVSTvDj6 #Tech… https://t.co/hFddZcgYgS,202188 +0,@snoopybunny @darhar981 @Charlie2749 @heidiponyrider @tracieeeeee @HeidiStea I texted friend wanting2know WHERE MYblasted global warming was,906578 +1,RT @Arkansas_72701: OMG! Trump chose #MyronEbell to head the #EPA. Ebell is a climate change denier! This country/world is fkt!,674515 +2,"RT @BruceBartlett: Trump's cut to flood map program could cause insurance rate hikes https://t.co/RVQkTU6Cz8 Luckily, global warming/rising…",707856 +1,RT @SenSanders: We have a president-elect who doesn't believe in climate change. Millions of people are going to have to say: Mr. T…,373603 +2,RT @JohnLothian: Bill Gates and investors worth $170 billion are launching a fund to fight climate change through energy innovation https:/…,549633 +2,"Smart reforms key to global fish recovery, even with climate change https://t.co/j4wnKAsVA1",376431 +0,At R&M Developments we are always reviewing climate change and energy use - email the team to find out more estimat… https://t.co/i0BzcP2aYk,83324 +2,US 'forces G20 to drop any mention of climate change' in joint statement https://t.co/J0BU3z4ckf,537154 +1,RT @JaredOliphint: I see your indignation against climate change science deniers and will raise you some tempered rage against deniers of i…,119654 +2,RT @markrif1: Trump’s Defense secretary calls climate change a national security risk https://t.co/7wBVmRNMH9,249264 +-1,"RT @JonoZalay: Here's a pic of arctic ice proving climate change... +Not falling for it. +Hillary is sex trafficking out of a pizza parlor.…",734432 +-1,RT @JunkScience: How 'climate scientists' decide to attribute weather events to global warming. https://t.co/PYKVUn6plz,344687 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,525406 +1,RT @RockefellerFdn: Climate risk insurance is being put forward as a viable solution for losses & damage from climate change @COP22 https:/…,535412 +1,RT @ChiefElk: Democrats might as well be climate change deniers by going forward with environmentally harmful projects and destroying indig…,607491 +1,RT @kurteichenwald: Russia hack deniers & climate change deniers have a lot in common. Either theyre corrupt or they refuse 2 accept univer…,909273 +0,RT @WildxMC: Did Club Penguin shut down cause global warming? 🤔🤔🤔,465535 +0,"Watch @lifeofdesiigner get climate change lessons from @karliekloss: +https://t.co/Pc18yO7uYN https://t.co/I6zOhSnHkR",102849 +1,"RT @LKrauss1: Scott Pruitt likes to ignore all science, not just climate change science. Remove him. https://t.co/eeboCsjthj",973313 +2,RT @CBSNews: The fight against climate change runs into a cold hard reality https://t.co/TXOfmj17vo https://t.co/sRFL3RSJNF,948618 +2,EPA removes climate change page from website https://t.co/RhrEmUtbvT,185948 +1,RT @iMusing: Nikki plz piss off Morrison gave climate change ZERO sentences you ahistoric hack. Turnbull failed on climate compromise in De…,199802 +1,RT @baddestmamajama: I'm assuming the #MarchForLife is about stopping climate change and ensuring that we leave a livable world for the ne…,328587 +1,Again for those who didn't hear Yesterday if you don't believe in climate change just look at Chicago for the past 2 days raining in January,489784 +0,"Who needs to believe in climate change +😒👎🏻🌍 +when you can believe in God +😜🙏🏻😇",917848 +-1,".@TEN_GOP: 7 more dead in London because of climate change. Oh wait, nope, it's Islamic terrorism again. +#LondonAttacks https://t.co/PUqc...",619109 +0,RT @moklick: NASA created a page about climate change and global warming with lots of visualization and *downloadable data sets*…,102009 +1,RT @kristennwiig: supergirl even talks about climate change! when will your fave show ever?????,599460 +0,RT @rebleber: Trump has been all over the place on climate change. https://t.co/jesgeEydpS https://t.co/Tub4LsREfY,417300 +1,"RT @EricHolthaus: The urgency of climate change means Trump’s attack on science is a national security threat. + +Me, for @PacificStand: +http…",226838 +0,RT @ElisabethHoll17: Talking about climate change https://t.co/2GyCvrl6uh,951673 +2,Mitigating climate change after wildfire https://t.co/mGn6KwMgmW via @asheville,386785 +2,RT @mattiwaananen: Donald Trump wants to shut off an orbiting space camera that monitors climate change https://t.co/HNYWkxkemn,991447 +2,RT @PostOpinions: Reader Anne Hubbard on climate change: 'These are not partisan issues. These are human issues.'…,539683 +1,Interested in being part of community action on climate change? This is the event for you! https://t.co/akxvfGcJe6,375976 +2,"RT @business: Meet @AmberSullins, the red-state weatherwoman on a climate change mission https://t.co/h81ub2WYuA via @climate https://t.co/…",898492 +2,"RT @NoamLevey: HHS pick Tom Price refuses to say that human activity is responsible for climate change. Needs to be studied, he tells @SenW…",214847 +1,RT @RBReich: Trump’s new EPA administrator Scott Pruitt is already filling the agency with climate change deniers.…,190894 +-1,Climate alarmist agency says common myth about global warming is not true https://t.co/cgAI62HbXe via @theblaze,680870 +1,"@energyPNNL %87 of climate change pollutants found in air-conditioners +https://t.co/asgtXRasMx +AirConditioner uses%… https://t.co/yijEvhlEmx",577181 +1,RT @AnonyPress: 2016 was the year that the United States elected a man who believes that global warming is a Chinese conspiracy,936372 +1,RT @citizensclimate: Great op-ed: ‘We the People’ must solve #climate change https://t.co/LEBwLtEyzg https://t.co/74UxMShE9b,981015 +2,RT @splcenter: Study: global warming could increase poverty in the South through 20% economic decline https://t.co/JLqIcQs0vD,39548 +2,RT @vicenews: Donald Trump’s unlikely climate change foe: corporate America https://t.co/PaCuRTkF8R https://t.co/lmWHU1xLmO,38701 +2,RT @mcspocky: Rahm Emanuel revives deleted EPA climate change webpage https://t.co/rpFCvCX8Pq https://t.co/dZpdgxqG0l,406436 +1,"RT @AynRandPaulRyan: Scott Pruitt, citing no proof, says carbon dioxide has no impact on global warming. +#ThursdayThoughts +https://t.co/Hk…",126133 +2,RT @NYTScience: John Kerry made global warming and conservation a focus of U.S. diplomacy. Now Donald Trump has been elected. https://t.co/…,411820 +2,RT @WorldfNature: Here is the worst defense of climate change skepticism that you will ever see - Washington Post…,361503 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,925659 +-1,"RT @AviWoolf: When the leader of the free world claims climate change caused the Syrian Civil War, you're in cukoo land. Period. https://t.…",117209 +0,@LionTedPride how does one (random tweeter) get my 'climate change' tweet so quickly? Twitter magic???,148013 +1,RT @IvanaDomic_: It appears that climate change is having a more immediate impact on world conflicts than previously imagined on #4corners…,445455 +2,Government to outline climate change risks facing UK in new report. https://t.co/0MmoKsOLGz,188367 +1,RT @BernieSanders: 'The concept of global warming was created by and for the Chinese in order to make U.S. manufacturing non-competiti…,944837 +1,RT @ImSuda: Still believe global warming isn't real? https://t.co/kQrrYFxg0h,515346 +2,RT @TwitterMoments: Trump has called climate change a hoax. What could that mean for environmental issues during his presidency? https://t.…,38218 +1,RT @deepakabr: @narendramodi Dear @narendramodi sir as 2day major issue is global warming plz appeal 125 crore janta that don't us…,635696 +2,NOAA accused of manipulating global warming data: https://t.co/Opc8AChoSu via @YouTube,354772 +1,RT @lizsalandar: This is the man from whom he seeks advice: climate change=hoax Troubling Headlines- Breitbart https://t.co/PljVwIP4sH via…,455355 +1,Trump ignoring climate change like: https://t.co/DKTDIVSUtZ,460410 +-1,"RT @_donaldson: #StandUpForScience, and forget the fact we've been changing our minds on global warming since 1855. https://t.co/E6pu55DTND",838708 +2,RT @guardian: A million bottles a minute: world's plastic binge 'as dangerous as climate change' https://t.co/IAxFDX6tFy,743878 +2,Coastal inundation reveals the upside of climate change https://t.co/w3ViiO4LQd via @WIRED,228256 +0,"@wildebees @gelykburger @ErnstRoets you can't disprove irrelevant arguments just because you don't believe in global warming, the fallacies.",282819 +2,"In executive order Tuesday, Trump will dramatically alter US approach to climate change: https://t.co/cX1yZMaX5W",912813 +1,RT @becky_dee1: @DavidYankovich @bannerite and how did ANYONE in Michigan vote for a man who disavows climate change and guts EPA,474521 +1,Water use innovations crucial to face climate change in Arab countries - Reliefweb https://t.co/LQkta3KEFe,401029 +1,"RT @BlakeMurphyODC: Wow RT @norm great day to be a Toronto politician! +-deny climate change 1:00 +-appropriate culture 3:30 +-interview socia…",549227 +2,RT @CBCNews: Bank of Canada official touts pricing carbon to reduce climate change costs https://t.co/y9Wnh2rA2M https://t.co/cEdoCqgkjg,71253 +2,The White House website's page on climate change just disappeared https://t.co/7Mzkce3I9A,210184 +0,"RT @alvinlindsay21: This iceberg's parents melted, so now it fights global warming by i_speak_python via reddit https://t.co/TAIOuadQFY",287607 +2,"RT @BBCWorld: From free trade to climate change - 5 ways a Donald #Trump presidency changes the world + +https://t.co/wOn9jEebzC…",92938 +0,"With many areas of science so politicized as to be toxic (climate change, vaccines, earth's alleged orbit, etc.),... https://t.co/M9mhY3pbQz",432372 +2,Infestation a visible sign of #climate change - The Durango Herald: Durango Herald https://t.co/5tJuK6VL7e #environment,737409 +1,Conservatives elected Trump; now they own climate change | John Abraham: Anyone who voted for Trump shares the… https://t.co/cC2FMKBgy5,554029 +2,How comics can help us talk about climate change https://t.co/HVBhNQ25Zm via @grist,243336 +1,RT @climatehawk1: Beliefs about #climate change may reflect failure to understand what it is https://t.co/gTUU0vMloe #globalwarming…,328186 +1,RT @NRDC: Scott Pruitt’s statement is at odds with the established scientific consensus on climate change. https://t.co/ZIT2sknaxw via @nyt…,71176 +1,RT @CNN: No snow where there should be. Bleached anemones. Cracks in the ice. This is what climate change looks like:…,352820 +2,RT @ABC: EPA announces its website will be updated to match Trump administration's views on issues like climate change…,852952 +2,RT @guardiannews: Al Gore: climate change threat leaves 'no time to despair' over Trump victory https://t.co/sfJ5fiFNII,112545 +-1,RT @FoxNews: .@ericbolling: 'It's very profitable to be in the global warming hysteria business.' #CashinIn https://t.co/k0XK3FhRIW,718249 +2,RT @thehill: NEW POLL: 39 percent think it's likely climate change will cause human extinction https://t.co/Bwe3t4ZAbQ https://t.co/8vpVlS2…,114338 +1,Donald Trump will be the only world leader to deny climate change... https://t.co/qf7je6uxfw by #MSMWatchdog2013 via @c0nvey,312530 +1,@aggiemet18 not believing in climate change is one thing that i don't play with lmao,857003 +1,"RT @markleggett: Hey @realDonaldTrump, if climate change is a hoax, then how do you explain this? https://t.co/d5vIa8KPT1",338850 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,981504 +-1,@Hairtrigga @donlemon @CNNTonight big money in MAN MADE climate change. Never said rampant pollution was ok. I am an avid outdoorsman,885589 +1,#OurWetlandsOurSafety...Wetlands mitigate climate change impacts as extreme weathet events such as flooding...bundalangi example.....,909235 +0,"Hey Libs, If global warming is real then why is my ex-wife's heart so cold?",356153 +1,"RT @TamarHaspel: Perhaps it's time for everyone worried about climate change to rally behind nuclear power. + +Just a suggestion. https://t.…",181795 +1,Trump wants to roll back progress against climate change. He’s going to fail. - The Washington Post https://t.co/4lG8m3ITQn,675061 +1,"With Trump as president, China—China!—will be the world's biggest champion of fighting climate change - Quartz https://t.co/FmLY62ZXIj",179866 +0,"@IvankaTrump paid family leave, lgbtqlmnopqrs rights, climate change, women empowerment, great platform as a democrat....",338328 +1,RT @am_anatiala: #FF @EricHolthaus & read this b/c we 👏🏽 can 👏🏽 not 👏🏽 depend on the govt to lessen the effects of climate change. https://…,124340 +2,RT @ClimateCentral: The balance of power is shifting for who is leading the world on climate change action https://t.co/wBdZuP7mHz https://…,127717 +2,RT @Independent: Donald Trump team asks for list of Department of Energy workers who have attended climate change talks https://t.co/vD15Mu…,770792 +2,Global green movement prepares to fight Trump on climate change https://t.co/ORZo8jjTQa,664770 +2,Government scientists say climate change could wipe out U.S. coral reefs in just a few decades. https://t.co/NcQE8Q8qF4,680157 +2,"RT @nytimes: How Americans think about climate change, in 6 maps https://t.co/caTrYtcJeI https://t.co/f1GiGEho57",843654 +1,"FT: Ed Crooks: If the world is serious about curbing climate change, we need a full-scale retreat from coal https://t.co/MLcfd98yuf",321540 +0,"wow, 64 degrees in November?! this is global warming at its finest",947536 +0,"RT @bio_diverse: #Biodiversity loss, #phenology and climate change https://t.co/GHx5vJJsCT",22051 +1,RT @astridpuentes: Why we need clear accounting for dams and climate change via @HuffingtonPost https://t.co/BptpcWED9d @AIDAorg @EarthRigh…,511534 +0,"RT @writingNSW: 'If you know where someone stands on abortion or masturbation, you'll know where they stand on climate change' @Brooks_Rob…",106491 +1,"The case for #GeoEngineering climate change, via @BjornLomborg https://t.co/lwCizbpQuj #Sustainability",20861 +1,RT @SenSanders: We have a president-elect who doesn't believe in climate change. Millions of people are going to have to say: Mr. T…,732730 +1,"RT @Zennistrad: Hot take: in terms of the long-term damage they will cause to civilization, climate change deniers are easily more dangerou…",94098 +1,RT @StateDept: .@JohnKerry speaking at #COP22 on the importance of a #cleanenergy future to reduce effects of climate change. https://t.co/…,102270 +2,Seth Meyers drills Donald Trump and Cabinet on climate change https://t.co/VttHxXqKGn via @HuffPostComedy,953500 +2,"RT @WarmingWorld: World abandoning coal in dramatic style raises hope of avoiding dangerous global warming, says report - The… https://t.co…",974624 +0,@Gail_BeAN shout out to global warming lol,664107 +-1,"RT @ChuckNellis: The climate change SCAM, revealed! https://t.co/guGT9rmyP7",805056 +1,RT @sierraclub: Trump denies climate change. @HillaryClinton has a serious plan to fight it. RT if you're a #ClimateVoter! https://t.co/Bid…,792920 +1,"@jacobmcCall3 I’m creating a new think tank for climate change, would you join and post your tweet also at https://t.co/u1UbQXLmrF ?",293371 +2,RT @booiespot: Free access: health effects in climate change https://t.co/Vs9yUZS5GS @ACRRM @RuralDoctorsAus @RusticaUTAS @RDA_Tas @QldRGP,271592 +2,RT @johnmyers: Breaking: Big news for supporters of CA's climate change efforts. Business group's lawsuit challenging legality rej…,101489 +1,RT @WorldfNature: Al Gore offers to work with Trump on climate change. Good luck with that. - Washington Post https://t.co/6ES1VC9bMO https…,44582 +1,RT @MiraSorvino: And people still want to deny that climate change is human driven and real? Including the head of the EPA? Shameful! https…,877177 +1,"RT @themattbowers: America voted to ignore climate change, eliminate the minimum wage, and ban an entire fucking religion from our country.…",355508 +2,Obama: To deny climate change betrays 'essential spirit of innovation' that guided... https://t.co/oMdMZ461N3 by #snowycats via @c0nvey,79158 +1,"RT @altUSEPA: Lengthy & detailed analysis of survey data on perceptions of various aspects of climate change cause & consequence. +https://…",518464 +1,RT @Aiannucci: The US elected Trump but the rest of the world didn't.So what do we do if US policies ( e.g. climate change) threaten the re…,634452 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,934472 +1,"Started by Jim Hansen, this case is becoming a MAJOR part of the movement against climate change. Watch it grow. + +https://t.co/mhpkbdLX7P",489856 +1,"RT @JamilSmith: Trump won’t formally withdraw the U.S. from the Paris Agreement on climate change, per @CoralMDavenport. Instead, h…",35377 +0,RT @SteveSosna4NY: Looking forward to @capitalweather thoughts RE: global climate change. Especially w/ our new President elect saying our…,493840 +1,RT @Fusion: Here's why we need to revamp our climate change vocab in the age of Trump: https://t.co/YwqG0rPQO4 https://t.co/IPZDPyV7TG,169376 +0,We all must become avocados to avoid global warming,430175 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,369305 +1,It was SUPPOSED to be 5 deg warmer by 2020 but turns out it's only 4 deg warmer so I guess climate change is a hoax' -@matthewstoller logic,114689 +2,"China's coastal sea levels rise to record high, experts blame climate change https://t.co/PpwRXAGh2H",884005 +2,RT @washingtonpost: Senior diplomat in Beijing embassy resigns over Trump’s climate change decision https://t.co/4HWd2T1prm,107233 +2,Hopes of mild climate change dashed by new research https://t.co/5zGvUdAb4O,946300 +1,RT @highlyanne: A fascinating analysis of the areas America could abandon first as climate change impacts increase https://t.co/8Myrhg5y5I…,794910 +1,People still trying to deny climate change while Miami basically flooded this morning.,321138 +1,RT @Fusion: America is about to become the only country in the world with a leader who doesn’t think global warming is real.…,267559 +1,RT @OnTopicAus: #JustClimate mob check out 'Towards climate justice: Decolonising adaptation to climate change' https://t.co/iQn6C0LYY0 @cr…,268550 +0,RT @DrShepherd2013: My 10 yr old just randomly and unprompted asked how do we stop global warming....,635546 +2,How globalization and climate change are spreading brain-invading worms by @AdrienneLaF https://t.co/0ZJTUXXVYI,100850 +-1,"Pope is argentine Jesuit liberation theology socialist first,,climate change more important issue than slaughter of… https://t.co/qoCYtDg8eL",282020 +1,RT @CNN: No snow where there should be. Bleached anemones. Cracks in the ice. This is what climate change looks like:…,463854 +1,RT @MorinToon: Another kind of climate change : We've gone from long-term ecological consciousness to short-term greed. #morintoon…,137416 +1,RT @FightingTories: So climate denialist @SenatorMRoberts @PaulineHansonOz will sign off on a climate change deal struck by…,918849 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,992681 +1,"RT @NatGeoChannel: Watch #BeforeTheFlood right here, as @LeoDiCaprio travels the world to tackle climate change https://t.co/LkDehj3tNn htt…",786331 +2,RT @ElizabethMay: Record-breaking climate change pushes world into ‘uncharted territory’ https://t.co/IsnXaC5UY5 #climate #GPC,900053 +1,"RT @andrewkurtser: The GOP answer to wealth inequality: do nothing, healthcare: repeal Obamacare and do nothing, climate change: nothing, r…",234796 +1,RT @_benjvmins_: me enjoying the warm weather but also realizing that soon we'll all fry because of global warming https://t.co/8qyXsKt6vU,816181 +1,RT @Emmieinthecity: @ChelseaClinton I was 7 when I wrote your Mom about global warming and how we need to save the planet. I can thank…,621006 +1,Just because of us many wild animals at north pole suffer due to global warming.,18496 +2,RT @ChristopherWr11: Australian business woefully unprepared for climate change https://t.co/lnstFEbiNS via @smh,505078 +0,"RT @taebeingtae: i still can't believe this gif of taehyung saved the human race, stopped global warming and watered every plant on…",727029 +2,#LongIsland #TechNews: Paul Bledsoe discusses Trump's executive order to lift rules to combat climate change https://t.co/U45yk3gG24,151686 +1,"RT @JilliRobi: Welcome to America. Where we deny climate change, men brag about rape, and the KKK supports our president. #notmypresident",826745 +2,RT @Reuters: WATCH: Scientists defy Trump in climate change leak. https://t.co/Qq0hlZ7G83 via @ReutersTV https://t.co/jtzYDHfNtj,516416 +1,RT @rebleber: Here's a science defender for you: This 5th grade girl who confronted her congressman for his climate change denial https://t…,518561 +0,RT @ScottAdamsSays: Who do you trust on climate change if you are not an expert? #climatechange https://t.co/1wSvgk6HxK,812149 +2,RT @coopah: U.S. Energy Department balks at Trump request for names on climate change https://t.co/HDaDJWyxGV via @Reuters,979985 +1,RT @DawnSchmitz: @Salon Even the Pope advocates to combat climate change!!,247365 +1,"RT @peta: Meat production is a leading cause of climate change, deforestation & water waste. 35 #ReasonsToGoVegan: 🌍 💀… ",954913 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,482360 +-1,"@Eugene_V_Tooms @RexTilllerson Global cooling, global warming, climate change. W/e you want snowflake.",333852 +1,.@EPAScottPruitt doesn't think CO2 drives climate change? Let's send him a copy of 'Global Warming for Dummies': https://t.co/RYD6Op1OPn,977404 +1,RT @Lee_in_Iowa: Trump has already started reprisals against EPA scientists who attended any climate change conferences. Now he want…,205231 +0,Latest: Marxist theory: Relevant to climate change today? https://t.co/WPtGd8DPuA,561570 +-1,"RT @CraigRBrittain: By not acknowledging that the reports have said that climate change is 300 years away, you're the one denying clima… ",908271 +1,RT @SethMacFarlane: HRC proposes installing half a billion solar panels by the end of her first term. Trump thinks climate change is a hoax…,218792 +-1,"@Jim_Gilman @JoelQuatro84 @mistercarter7 @uptownlinda @washingtonpost ...finally admit it. Yes, global warming is f… https://t.co/3IkIKdOP7u",371400 +0,#LAHeatwave 'global warming',270234 +0,@FINALLEVEL @sacca my favorite is still the China made up climate change tweet.,636827 +0,I’m not sure Zach understands climate change or life expectancy. https://t.co/WRJQvWRFhO,644356 +1,#Iamwithher #Debate #DNCLeak #Election2016 #SNOBS climate change is directly related to global terrorism https://t.co/6SoXS3kdim,555441 +1,"RT @KaivanShroff: 🇺🇸REMINDER🇺🇸 + +The majority of us... +voted for Hillary🙋🏼 +believe in climate change🌎 +support gun-reform🔫 +are pro-choice🤰🏽 +b…",988048 +1,RT @Xerox: 4 ways to counter climate change and better your business at the same time. https://t.co/kpdVNR5pOz,499119 +0,Meetings on National policies to COP22 climate change negotiations goes on under the leadership of @Mbirpinar… https://t.co/Z90uPFEpHx,580435 +2,"RT @CNN: What does Trump believe about climate change? His aides won't say, and you can't ask him https://t.co/fnnP1xvzmX https://t.co/1tzj…",347644 +-1,RT @TomiLahren: Been sitting here waiting for a delayed flight watching CNN for 5hrs. In that time they've covered Russia & climate change.…,999537 +2,Florida may break from scientists who issued climate change warning about Everglades(Orlando news) https://t.co/tGaEvZSTZq,211875 +2,President Obama arrives in Italy for climate change speech - Daily Mail https://t.co/jXxq7urYx1,351321 +2,"RT @HirokoTabuchi: As global warming melts Arctic sea ice, shipping routes once thought impossible, like over North Pole, may open up http…",725107 +0,"RT @propney10: You’re so hot, you must be the cause for global warming... + +#LLForgiveness",316959 +2,"RT @EconomistRadio: Listen: Poverty, health, education or climate change: where should governments spend their money? https://t.co/f7DFcz9J…",686512 +2,RT @LarsJohanL: G7 leaders blame US for failure to reach climate change agreement in unusually frank statement. @morgfair @ShiCooks https:…,41334 +1,RT @BruceBartlett: Saying that climate change is not scientific fact opens the door to debating every scientific fact that is questioned by…,995820 +1,"RT @Greenpeace: What can we do in the face of terrifying climate change? + +With hope, we fight. https://t.co/9tJEZlx0W0 https://t.co/qp3dO5…",600169 +0,emotionally invested?? in this climate change???,561804 +1,global warming is real.,584270 +1,"RT @LOLGOP: I guess this is what happens when we have a pro-climate change president. +https://t.co/XdVF5LVM5O https://t.co/nkd2LBDPFR",365740 +2,"RT @dunnclan: Interior official turns whistle-blower, claiming retaliation for climate change work https://t.co/qU8kYl44Oi via @NewsHour",688366 +1,"Dear Australian comrades, how's that climate change denial working out for you?",67867 +0,Elon on global climate change https://t.co/O4JD6YGsYz,408648 +2,RT @activist360: REPORT: Rex Tillerson being investigated for using aliases for emails about link b/t fossil fuels and climate change https…,311949 +2,RT @thehill: EPA shuts down program helping states adjust to climate change https://t.co/Rpwg0fRdb8 https://t.co/rAXb6L0w6t,943580 +0,RT @DailySignal: .@AlGore’s carbon footprint hypocrisy reveals that he's not actually too worried about climate change.…,905516 +2,"RT @TheEconomist: If humanity were facing the threat of cold, rather than heat, would a strong plan for climate change be in place? https:/…",315852 +1,We may never reverse the long-term effects of climate change but we can curb our digital hot takes emissions.,815535 +1,@FCOClimate @CarbonBrief the UK is a great example of a country being proactive in stopping climate change #ActOnClimate #SetAnExample,338817 +1,RT @JuanH_18: it's the last day of fucking October and it feels like fucking spring smh shout out fucking global warming one time,259583 +1,RT @alexcguillen: Chris Wallace on Fox News Sunday is incredulous Pruitt and Trump never talked about climate change science.,182621 +1,RT @JordanChariton: .@nytimes hires climate change denier @BretStephensNYT and then the publisher begs people who canceled to come back! ht…,469757 +1,RT @Rendon63rd: Ignoring or denying climate change is beyond reckless. Glad to join the world's climate leaders today to move the…,282211 +1,RT @SenSanders: We have a president-elect who doesn't believe in climate change. Millions of people are going to have to say: Mr. T…,711242 +0,"Maybe we should just blame Clinton for everything: global warming, Aleppo. We could even backdate to 9/11. Ridiculo… https://t.co/MlnX4elLh5",671807 +0,"Blowing harder, more often but not due to climate change- More tornadoes in the most extreme U.S. tornado outbreaks https://t.co/wNHwYADPAj",671542 +2,"RT @SEIclimate: Think #climate change is a hoax? Visit #Norway, minister says | @ClimateHome https://t.co/qs4ZeTKnVa “we are seeing… ",148434 +0,@Shteyngart Don't you know global warming is a hoax started by Ghina? Record highs in Colorado - Denver hit 80 this month. It's not normal.,497391 +0,Interesting to see reversal of typical US narrative where younger crowds fear climate change more so than old. https://t.co/YipWioa5YR,10964 +1,"RT @cybersygh: I want you to understand that to considerably mitigate global warming, the global economy and power structures would have to…",667603 +0,"Strictly speaking, it's relatively unlikely Zach will die from climate change.",525324 +2,Trump begins tearing up Obama's years of progress on tackling climate change https://t.co/THktYVG3cH https://t.co/APE2xnx3Ei,117733 +0,"RT @ClarenceHouse: HRH has co-authored a #LadybirdExperts book on climate change, to be released on 26th January. @PenguinUKBooks… ",744187 +2,RT @ReutersLive: LIVE: U.S. Secretary of State John Kerry speaks at #COP22 on implementing a global agreement on climate change…,760687 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,799171 +1,RT @RogueSNRadvisor: Pres' stance on climate change will go down as the worst aspect of his presidency - and that's saying something. Disgr…,915592 +-1,RT @ScientistTrump: It's 30º (really cold) in New York today - tell the so-called 'scientists' that we want global warming right now!…,292116 +1,"RT @earthislandjrnl: Rebounding #wolverine populations in #PacificNorthwest contend with reduced #habitat connectivity, #climate change htt…",572686 +1,"RT @NatGeoChannel: Watch #BeforeTheFlood right here, as @LeoDiCaprio travels the world to tackle climate change https://t.co/LkDehj3tNn htt…",4247 +2,Climate change a Chinese hoax? Beijing gives Donald Trump a history lesson: China points out to global warming… https://t.co/P7vu5faVwo,864293 +2,"RT @bpolitics: Tillerson used email alias 'Wayne Tracker' at Exxon to talk climate change, New York AG says https://t.co/rKINESFq2q https:/…",713488 +1,The only good thing about global warming is that there will be less Florida to deal with.,715524 +1,RT @miel: if you are not wanting to 'get political' consider this - trump's actions re: climate change will render this plane…,434680 +0,"RT @Paxmee: 'Some women lie about rape, that's why I'm sending you a link about how climate change isn't real' https://t.co/guj3zkwJJw",825625 +1,RT @Gmzorz: global warming is real https://t.co/ZUcxuyKVUW,955035 +-1,When will they differentiate between natural climate change which has been occurring forever & man made climate cha… https://t.co/0lgPP7gvpU,130503 +1,Compelling documentary work by @JWagstaffe on what #climate change will bring to B.C. https://t.co/TL33TaOyDv,480501 +-1,@DisavowTrump16 @RussWhitworth Don't think I'll retweet. Have nothing in common with global warming fanatics.,783641 +0,@Jay_Juarez because of the global warming that was made up by the Chinese,115787 +1,Decomposition of organic wastes&cattle manure stored outdoors emits methane&nitrous oxide having23&310times global warming potential of CO2,956866 +2,"Devastating global warming is inevitable due to inaction of international community, says leading economist https://t.co/OCCgC7ac01",274641 +0,It's EXTREMELY disappointing when I think of a BOMB AF layered winter look that I want to wear but I remember that global warming exists,328206 +2,Republican green groups seek to temper Trump on climate change https://t.co/5WUHoQfgiC https://t.co/RnsDLTdAKF,416301 +1,"RT @ddlovato: #IVotedBecause I believe in equality, we need comprehensive immigration reform, I am pro-choice and global warming IS real. #…",208890 +1,"RT @nature_org: More jobs, more trees, less pollution, less climate change. https://t.co/UV3Kd6nFVD https://t.co/uxb0VptwHc",235389 +1,"RT @kelkulus: Irony: Florida, a state in danger of being washed away due to rising sea levels, just elected a guy who denies climate change…",822910 +-1,*Shamelessly Manipulated*: The scandal of fiddled global warming data https://t.co/YerkoubZAh #ClimateScam #GreenScam #TeaParty #tcot #PJNet,702998 +0,"RT @ProfessorKumi: Since you're already reaching for the top shelf, grab me a 'black men: the cause of global warming & dinosaur extin… ",121066 +1,"RT @NatGeo: 'Through this journey, I came to understand that...everyone has a role to play in confronting [climate change].' https://t.co/9…",281309 +1,"It took 89 degree temperature in November and ocean reefs to die for y'all to realize global warming does,in fact, exist.",417070 +0,RT @CivilJustUs: How do they expect us to care about global warming with all this penguin on penguin crime?? https://t.co/HypysWHvVV,918608 +1,RT @UCSUSA: Will fossil fuel companies join in fighting #climate change? https://t.co/zQk51TivZE #CorporateAccountability https://t.co/2Doj…,905872 +0,"@BuzzFeedStorm @BuzzFeedNews @GovChristie this has got to be fake news, 'cause NOAA says there's global warming ;)",667627 +0,"RT @DNVGL: All of DNV GL's research on risk management, sensor systems, climate change impacts & more: https://t.co/kDsxSM08YX https://t.co…",745119 +1,RT @estherclimate: 'The proceeds from the #GreenBondsNG would be used to fight climate change'- @ProfOsinbajo https://t.co/DX3HdmjvL6 #Gree…,565184 +1,RT @MattBors: Florida. Half the state's going to disappear in ten years due to global warming. They're going for the guy who says it's a Ch…,294205 +1,RT @GreenpeaceUK: World's biggest oil firms announce plan to invest basically no money in tackling climate change…,538939 +1,RT @SethMacFarlane: HRC proposes installing half a billion solar panels by the end of her first term. Trump thinks climate change is a hoax…,20244 +1,"The president elect would rather fight Alec Baldwin then the wage gap, climate change, or police brutality",420437 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,257045 +2,RT @washingtonpost: NASA is defiantly communicating climate change science despite Trump’s doubts https://t.co/9NDmRwr4SS,19253 +2,Russian President Vladimir Putin says climate change good for economy https://t.co/fwQ83XmzJd,803852 +2,RT @VetsUnitedMarch: NY prosecutor says Exxon misled investors on climate change https://t.co/hf6vZlxm23 via @Reuters,916030 +1,RT @WWFnews: Scotland just agreed to fight climate change alongside the planet's 6th largest economy - the State of California…,732358 +1,"@Coccinelle2 Thanks. That's my thing. Along with fighting global warming! Check out my other T feed, @Climageddon #Climageddon",593144 +1,"RT @ProjectDrawdown: Reduced Food Waste is the #3 solution to reversing global warming, long overlooked, now being done in NYC https://t.co…",454107 +1,RT @atiyeahthoughts: Powerful. Pacific Islanders fighting climate change from the front lines of impact begin their journey through the…,522061 +1,#Trump choice for #EPA chief is a climate change denier https://t.co/HR3UVyKUJa,59221 +2,RT @350Pacific: Fiji PM makes urgent call for Pacific nations 'to raise a unified voice on the issue of climate change and oceans'…,825971 +1,"RT @c40cities: To adapt to climate change, the cities of @BeloHorizonte, @nycgov & @Paris are leading the way with innovative plan…",445000 +1,RT @ErikSolheim: The world is in a mess. Top of list is climate change - undeniable & unstoppable & faster than expected @antonioguterres #…,234201 +1,"RT @Fusion: President-elect Trump has staffed his cabinet full of climate change deniers. + +Here's what that means for the envi… ",960331 +1,RT @HeatherMorrisTV: I've been behind climate change for almost ten years feeling like an outsider. It's nice to… https://t.co/ZNREizOGEG,298330 +0,RT @blkahn: This is a shrewd observation from @RepDonBeyer about why climate change has become a political football https://t.co/74ekffxBvZ,713105 +1,"RT @jazmeigi: How are people still denying climate change? The footage, scientists, abnormal weather changes aren't proof enough??? I don't…",755446 +1,"RT @IUCN: Urgent action on climate change and marine plastic pollution needed to #SaveOurOcean, help food security, #SDGs…",890443 +1,@just_ignore_him The point is that climate changes contribute to the intensity of these storms & the frequency of v… https://t.co/hrJuj5Hqkk,23498 +1,"RT @SamSchaffer3: Today we are mourning the end of the USA, the rights of women and minorities, and any progress in climate change. #Trump…",782852 +-1,RT @SteveSGoddard: Natural climate change produces 10C swings in Antarctic temperature. Man-made climate change produces 0C swings.…,530990 +2,RT @GetZilient: What can the U.S. learn from India on climate change and energy access? https://t.co/TIX16XZYm4 @rajshah…,154802 +2,RT @BreakingNewsUK: UK government signs Paris climate change agreement - Sky News https://t.co/1jHjJFXuqr,345370 +1,RT @feralandfancy: 'You and your friends will die of old age and I'm gonna die from climate change' thx #DNCChair https://t.co/EGgfyJI8DC,722753 +1,"We are now in truly uncharted territory' hört man net gern, wenn's um's Klima geht: Record-breaking climate change https://t.co/k5yNtQxDyR",424479 +2,"NASA says space mining can solve climate change, food security and other… - https://t.co/zMC9nLWdJ4 via https://t.co/aMLYYM5q4z",740214 +2,RT @SafetyPinDaily: The global reaction to Trump's climate change decision | By @ariabendix https://t.co/BdsttMmild,76306 +1,RT @1LaurenRussell: Get queasy when I hear people debate about climate change. It's not debatable so why do we humor the discussion?,428009 +1,"RT @NatGeoChannel: Watch #BeforeTheFlood right here, as @LeoDiCaprio travels the world to tackle climate change https://t.co/LkDehj3tNn htt…",37856 +1,RT @greenroofsuk: Melting glaciers caught in incredible time-lapse photographs show #climate change in action https://t.co/qmv3COQdWq #env…,779912 +1,It's #2016 and I can't believe people still don't believe in climate change its effing science.,999600 +1,RT @EddyJokovich: Turnbull to take the lead on economy from the Treasurer. Destroying the #NBN and climate change policy isn't enough? #lat…,530185 +1,"But I guess global warming isn't real, right? https://t.co/ui5Sa5psuJ",263591 +1,"RT @WhiteHouse: Last year, @POTUS visited the Arctic to see the impact of climate change. This week, he took historic steps to prot… ",353728 +2,D.C. Report: Sen. Jim Inhofe says climate change extremists 'are not going to give up' https://t.co/j2pRkCMwLw via @tulsaworld -my senator��,461533 +0,"RT @mothertaylor: true, even the global warming is Taylor's fault. everything is Taylor's fault. https://t.co/XL0CtMS6lf",768574 +1,"RT @SkipperClay: Hey Florida, if you go trump, and trump ignores global warming, and the ocean EATS YOU, YOU HAVE NO ONE TO BLAME BUT YOURS…",526942 +1,Half the world's species failing to cope with global warming as Earth races towards its sixth mass extinction… https://t.co/ghEfDnV8gS,994887 +-1,RT @Uniocracy: To combat 'climate change'? You're having a f***ing laugh! https://t.co/AdqxKdGMZE #OpChemtrails,278071 +1,@tweetvickie @SheriffClarke @DBHnBuckhead They had to call it climate change for you bucket head Republicans to understand it better.,321415 +2,Another consequence of climate change: A good night's sleep https://t.co/nm908iws2I,224408 +2,RT @business: Scientists want to give the atmosphere an antacid to relieve climate change https://t.co/JJblkK6RfE https://t.co/oEvK8DqgCG,839966 +1,RT @billshortenmp: Remember when Turnbull believed in taking climate change action? Lib right-wing force another humiliating backflip. http…,525160 +0,RT @mashable: You can watch Leonardo DiCaprio's climate change documentary right here https://t.co/pvNXz5C7tb https://t.co/uaq41XAXIJ,128773 +1,"RT @MadiSpaghetti: me: it's so beautiful outside!!!! I'm so happy!!! +also me: global warming is the biggest threat to our generation https:…",634747 +2,Ready for flooding: Boston analyzes how to tackle climate change https://t.co/3nj7ddp4GU,627548 +0,"RT @Iad3uxieme: What do you think of global warming? + +'If niggas stopped drivin their moms car all day & got jobs, it'd be less smoke in th…",264827 +0,"suddenly the bees arent dying, the earth is beautiful and living, global warming stopped https://t.co/7Wmi1Or1vA",981454 +1,RT @FredKrupp: BREAKING (and breathtakingly wrong): Pruitt says “I would not agree” Co2 “a primary contributor” to global warming https://t…,373837 +2,RT @_AGLH: Trump expected to announce the Oil Tycoon as Secretary of State. Introduces climate change… https://t.co/mdAtT78v8E… #DraintheSw…,269807 +1,Gentle reminder that Donald Trump thinks climate change is a Chinese hoax,80469 +1,Extremely proud of my home state for realizing that climate change is not a hoax and how important it is to protect… https://t.co/U8VDUP9BoE,309826 +1,RT @BernieSanders: #ImVotingBecause the future of the planet is at stake. Hillary Clinton will combat climate change. Donald Trump thinks i…,334037 +1,"RT @kelkulus: Irony: Florida, a state in danger of being washed away due to rising sea levels, just elected a guy who denies climate change…",610880 +1,"RT @richardjmarini: Retweeted #NoFascistUSA (@RefuseFascism): + +He denies science – calls climate change a hoax & will wreak the... https://…",186931 +0,"@DawhaHighSchool Grade 5C sts. listened attentively to a video about global warming. Then, in groups, they did a mi… https://t.co/VJY0dSMobF",999200 +1,"No matter what Ivanka might tell you, picking Scott Pruitt for EPA is not how you take climate change seriously. https://t.co/NBTdf8rbhQ",620802 +2,RT @scienmag: Corals survived Caribbean climate change https://t.co/fUo2GWYoRo https://t.co/WuZMGvVJlZ,444747 +0,"RT @polls4youu: Is climate change a big issue? Retweet - Yes, Like - No #ICYMI #climatechange",584458 +1,RT @jules_su: @realDonaldTrump I guess if you think global warming is a 'Chinese hoax' then I'm not sure how you'd choose anythin…,751470 +1,"Just a reminder than climate change hypocrite Trudeau is a #keystoneXL pipeline enabler, sending filthy Alberta tar… https://t.co/pzQpInmr04",269829 +2,Ontario set to tackle climate change with cap-and-trade launch on Jan. 1 https://t.co/tRfjSVAlbp,898893 +2,‘Shell knew’: oil giant's 1991 film warned of climate change danger https://t.co/1OCIaRaEfz,866853 +1,RT @PeopleWorldNews: Al Gore continues fight against global warming in 'An Inconvenient Sequel: Truth to Power' - Taunton Daily Gazette…,493791 +1,"Our children will not have the luxury of debating climate change, they will be too busy dealing with its effects. Love it Mr Obama.",476245 +1,Respecting First Nations sovereignty. Fighting petrocapitalism. Standing up against climate change. Get after it. #NoDAPL,791921 +1,RT @brianklaas: Assuming all the Stein Green Party protest voters are watching Pruitt deny the existence of man-made climate change with sm…,260120 +2,Putin echoes Trump and says humans have nothing to do with climate change https://t.co/qisfotMR6o to dark ages,704783 +1,"In fact, could ponies be the answer to climate change? Now that would make LA peak hour traffic interesting! https://t.co/iVIdgi78ND",588526 +2,Octopus in the parking garage is climate change’s canary in the coal mine https://t.co/JHymxfmxe7,756742 +-1,"@efbiltg climate change is a chinese hoax, man",547368 +1,RT @megan_cimino: I feel so bad for other people in the world whose countries have their shit together to combat global warming while the U…,203308 +0,RT @snoop: global warming killed club penguin,383104 +1,RT @davidcicilline: RT this to remind @POTUS @realDonaldTrump that 2016 was the hottest year on record and climate change is real. https://…,344641 +1,RT @Rachael_Swindon: Jeremy Corbyn rightly slammed Trump's climate change stupidity. What did May do? Offer him the NHS?,376472 +2,RT @USATODAY: GOP congressman on climate change: God will 'take care of it' if it's real https://t.co/OQ6yLl8oqD https://t.co/DOY0IUHP1O,941603 +2,"https://t.co/XAOdaZabVl +Unchecked climate change could bring extremely dangerous heat to South Asia, scientists war… https://t.co/AhXyPXMLjZ",343085 +1,RT @corey_whaley: A climate change denier is now in charge of the EPA. https://t.co/yhk1EsrWFx,408389 +1,"RT @smalmgre: Here we go folks, this is it! Last chance to limit global warming to safe levels, UN scientists warn +#ClimateAction +https://t…",7628 +1,"RT @AlexSteffen: It's difficult, I think, to overstate the magnitude by which the American media conventional wisdom on climate change is w…",886663 +1,RT @NRDC: This animation shows what global warming looks like in more than 100 countries. https://t.co/WKuLF65yC8 via @climatecentral #Clim…,24408 +0,"RT @ULTRAVlOLENCE: Interviewer: 'What do you think about global warming?' +Melania Trump: 'Hello... He's kind he's strong, he's a great... c…",887356 +1,RT @gracestout_: Y'all wanna argue about whether climate change is real meanwhile it's 70 in November and the arctic is literally disappear…,893779 +1,RT @chrisconsiders: when climate change destroys the planet ppl in the US are gunna b like 'I thought this was only affecting third world c…,149220 +1,"@Duke1CA @BenMigliore If you have compelling data to prove global warming is a hoax, I implore you to share this with scientists.",264439 +2,The Guardian: Southern Africa cries for help as El Niño and climate change savage maize harvest… https://t.co/osqNbRaoGQ #NewsInTweets,261799 +1,"RT @dearclarissa: Love can be taught. Rights can be fought for. But once we reach the point of no return on climate change, that is irrever…",412666 +1,"RT @energyenviro: Arctic ice retreat caused by climate change has killed 80,000 reindeer - https://t.co/dqAEy0zeET #ClimateChange #reindeers",258495 +2,RT @IUCN: Mangroves and marshes are key in the climate change battle https://t.co/6pkf8rchgI #WorldWetlandsDay https://t.co/nypUoFupxY,961847 +1,RT @ChaosChanges: Good to see Al Gore back with a sequel to put climate change back on the agenda. Do the world a favour and RT https://t.c…,628413 +-1,@buterastrology global warming is a myth and the holocaust is fake and never happened open your eyes to the truth people wake up,972435 +1,RT @ClimateCentral: This map shows who is leading the world (and who is faltering) on climate change action https://t.co/2vNtpssugB https:/…,433595 +1,@SamanthaJPower @ParentofSam1 America is joining wacky climate change deniers. Perhaps @realDonaldTrump will join the flat earth society.,913325 +1,RT @vastleft: Poor climate change. It deserved to be ignored by a president who believes it exists.,902059 +2,Amitav Ghosh: where is the fiction about climate change? https://t.co/AwdoQY5x36,150039 +2,"Canada not ready for climate change, report warns - The Globe and Mail - we have no time https://t.co/24FxzrroQC",505591 +1,RT @nplhpodcast: How to revolutionize climate change storytelling featuring our dear friend @bachchoy of @YEARSofLIVING https://t.co/JPEf4u…,947313 +1,RT @CFSTrueFood: 'Pro-science' chem industry boosters funded by same anti-science funders funding climate change denial https://t.co/LYEKXV…,93492 +1,RT @washingtonpost: Perspective: Why don’t Christian conservatives worry about climate change? God. https://t.co/q9p6aX5u4z,41910 +1,RT @HillaryWarnedUs: 'Donald Trump thinks that climate change is a hoax perpetrated by the Chinese. I think it's real.' - HRC https://t.co/…,32488 +0,"RT @TinaMonodArt: Be a light for climate change © 2017 detail, Beneath the Stars, Tina Monod, Acrylic, 24x24 https://t.co/MDs0ON5VNT…",529321 +2,RT @ClimateChangRR: Michael Bloomberg and Mark Carney: How to make a profit from defeating climate change https://t.co/ge0dchGXzz https://t…,649327 +-1,"RT @Carbongate: Physicist – CO2 does not cause climate change, it RESPONDS to it. +https://t.co/lySZb7ydcP https://t.co/79mxoE8w6m",697947 +1,"The guy with the nuclear codes thinks Obama personally wiretapped him, vaccines cause autism, climate change is a hoax & birtherism is real.",961731 +2,>> One of the most troubling ideas about climate change just found new evidence in its favor - The Washington Post https://t.co/62RjnwgJPE,405530 +1,"RT @robinince: J. Delingpole said 'liberal left have lost the battle against climate change', unaware that the acid sea won't just flood th…",368581 +1,The further right the US is dragged the further behind we fall. Rather than discussing alt energy we debate if climate change is man-made.,359072 +-1,"@hankgreen not really, but climate change is blamed for the fall of the Indus Valley civ. thousands of years ago..not caused by humans.",506256 +1,RT @CNN: No snow where there should be. Bleached anemones. Cracks in the ice. This is what climate change looks like:…,125962 +1,"RT @sree: NOW! Learn about climate change issues from @dzarrilli of @NYClimate, @NYCgov's Chief Resilience Officer:…",405501 +1,RT @EricHolthaus: Here's global warming in one terrifying gif https://t.co/f8CV0qhDLP,37281 +2,"RT @BBCEarth: Humans have triggered animal extinctions and climate change, altering the way our world sounds…",567350 +1,RT @SenSanders: We have a president-elect who doesn't believe in climate change. Millions of people are going to have to say: Mr. T…,314778 +1,"@HOOAH69 https://t.co/jpIXhK89ne His cabinet choices are idiots, climate change deniers, and bigots. https://t.co/jpIXhK89ne",45081 +-1,"We all pray that Ivanka will stopping pushing the global warming scam on her father. +@realDonaldTrump https://t.co/6cvtw0OulO",128989 +1,RT @cieriapoland: this halloween gets a lot scarier when you consider that bc of global warming it's 80 degrees in October & we are destroy…,134271 +1,RT @Glinner: This from a fucking climate change denier https://t.co/WdqZkb51WN,423266 +1,Another deadly consequence of climate change: The spread of dangerous diseases,171087 +1,"There are no jobs on a dead planet'- @elliegoulding +Probably the best response to Trump reversing the climate change regulations.",111102 +2,EPA chief Scott Pruitt says carbon dioxide is not a primary contributor to global warming https://t.co/wLBzyvqJig,304558 +1,RT @LiberalResist: Why I decided to write a novel for teenagers about catastrophic climate change - the guardian https://t.co/AN2hfOjTND,908220 +2,K-INDEMAND NEWS Trump: 'Nobody really knows' if climate change is real https://t.co/qV96o5QplY,53870 +1,RT @samsteinhp: FWIW. we have probably lost the battle against climate change tonight,709238 +1,"@nytimes My request is that president of America +Will be positive about the climate change.",878054 +1,‘Investment in climate change adaptation yielding results’ - National #‘Investment #in #climate #change... https://t.co/ONzesGGXka,667840 +1,"RT @FilmRandy: '...we face, income inequality, climate change, student debt - This moment in history is not the time for a protest vote.- B…",638529 +0,"Look at her former husband left her former husband left her right now, we need global warming! I’ve said if Ivanka weren’t",726109 +1,"Dear Donald Trump, +Giving more money to the rich won't help them avoid climate change. It will just make them like,everyone else,die faster.",27347 +0,RT @vinnycrack: shes thinking about global warming tell your husband https://t.co/LWWFA5aoiC,673215 +2,Greens call for bolder climate change approach in Scotland: Scotsman: The Scottish Greens… https://t.co/ZIMCZwHbFi,755958 +2,"RT @pablorodas: #CLIMATEchange #p2 RT Moana, a kids’ movie about climate change and indigenous peoples, is in the…… ",537205 +2,RT @cnnbrk: Judge orders Exxon to hand over documents related to climate change for probe into whether company lied to public https://t.co/…,436984 +-1,"The only climate change we ALL need to be concerned with is when we meet face 2 face with Christ. +Amos 4:12 -'...pr… https://t.co/Ogg4QcIc3M",5187 +1,RT @climatehawk1: New posters imagine national parks in 2050 under #climate change: not pretty | @ClimateCentral…,887367 +2,thehill: Sanders tears into EPA head for saying CO2 isn't a 'primary contributor' to climate change … https://t.co/Q3lgTK5TEr,123660 +2,RT @thehill: EPA removes climate change page from website amid 'updates' https://t.co/dkKb3bGB8R https://t.co/W9Jyddtwj5,990377 +1,RT @guardian: Don't ignore young people – we're key to fighting climate change via @GuardianGDP https://t.co/bc87RtiwKu,649540 +1,"RT @DWStweets: In South Florida, we don't have the luxury of denying climate change because we're dealing with the reality of it every day.",682231 +1,RT @ClimateChangRR: Top climate change @rightrelevance Twitter influencers (https://t.co/cYQqU0F9KU) to follow https://t.co/8jIMZxq93r,393258 +-1,RT @steph93065: Libs are so mad that we don't have to buy into their climate change cult nonsense anymore.,910367 +1,"RT @GrogsGamut: My Sunday post for @GuardianAus - until climate change is front & centre in economic growth discussions, expect mor… ",586373 +1,RT @chni0001: Read our paper on the vulnerability of subarctic and arctic birds in the face of climate change. Species adapted to…,855316 +2,RT @France24_en: G20 leaders reaffirm free trade but break with US on climate change https://t.co/2kNAZ3kJgk https://t.co/leb2lAqInH,68933 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,334931 +1,RT @BernieSanders: 'The concept of global warming was created by and for the Chinese in order to make U.S. manufacturing non-competiti…,880755 +2,"CUBA CARICOM - Cuba warns Caribbean nations about protectionism, climate change dangers https://t.co/HmSsOa1TxE",467063 +1,RT @WorldfNature: Six irrefutable pieces of evidence that prove climate change is real - Popular Science https://t.co/mdtrrXA7cr https://t.…,870042 +0,"RT @LToddWood: Now #China is worried about climate change....rigggghtt.... + +https://t.co/yQnjEcRcZ9",937420 +1,RT @wef: Why China and California are trying to work on #climate change without Trump https://t.co/aL8QLR0iOD https://t.co/6UHEbZSo0U,283313 +1,"RT @SenSanders: While Mr. Trump and his cabinet nominees deny the reality of climate change, people throughout the world are suffering and…",447473 +1,The global warming signal in the Arctic was stronger and more pronounced during 2016 than any other year… https://t.co/S913cp6AAi,308531 +2,Company directors can be held legally liable for ignoring the risks from climate change https://t.co/Sg44XkCkXl vía @ConversationUS,261125 +1,RT @CNN: No snow where there should be. Bleached anemones. Cracks in the ice. This is what climate change looks like:…,210067 +1,RT @pATREUS: Neoliberalism has conned us into fighting climate change as individuals | Martin Lukacs https://t.co/0DiyfqHPWc,836118 +2,Reports on climate change have disappeared from the State Department website https://t.co/gpMKnvktN4,606731 +-1,@NewDay @ChrisCuomo 7 out of ten Americans don't know they are trying to push 'global warming' to implement a CARBO… https://t.co/3vGUHrBDS7,872031 +1,Yeah that fracking and resistance to single payer were great for climate change and healthcare. Helping the US and… https://t.co/befAcswk6P,189415 +0,@263Chat @MandGAfrica mugabe alone is worse than climate change,882671 +0,"@Katcorvette He's always really enthusiastic, but he might of gaffed in being too enthusiastic about global warming",471202 +1,"RT @insideclimate: Overwhelming evidence shows manmade climate change is being felt every day, and it's worsening, U.S. report shows. https…",699513 +-1,"RT @Tombx7M: Can't wait for that global warming thing to kick in. + #blizzard2017 https://t.co/W2HmCujXq3",146590 +2,Prince Charles mr green climate change. Stood infornt of his landrover???? Practice what you preach!,186806 +0,RT @John_Hudson: Ex-colleague of Ambassador Rank tells @BuzzFeedNews that climate change was a key reason he took the job in China…,434434 +2,RT @climatehawk1: Vancouver considers abandoning parts of coast because of #climate change | @Motherboard https://t.co/285TKcSxAl…,313463 +1,"RT @AstroKatie: In case you were wondering: no, 4 years of US-led inaction on climate change will not go well for the planet. Now is when i…",976822 +1,"RT @alyssaharad: Everything in this excellent brief thread on climate change and wildfires is applicable to floods, too. https://t.co/IDfyD…",446316 +1,RT @npennino70: 47 degrees in the middle of January and it's pouring rain. Keep telling yourself global warming isn't real though,286295 +1,RT @billmckibben: Emergency declared as 100 wildfires rage across Florida (where gov banned officials from saying 'climate change') https:/…,979298 +1,RT @GlblCtzn: Want to help help fight climate change? Simple — go vegan. #WorldVeganDay. https://t.co/YiUmDXYizZ,492137 +1,"RT @Harpers: Percentage of Republicans who believe in global warming : 48 + +Who believe in demonic possession : 68 + +#HarpersIndex (Jan '13)",582037 +1,"It's hard to be optimistic when many effects of climate change, today, are not fixable. Are we at the point of no return? Terrifying.",264413 +-1,@MuscleMilk @VetsandPlayers i like how this was called global warming about 2 years ago,584257 +2,RT @thehill: CO2 levels in atmosphere hit new high as EPA head denies its role in climate change https://t.co/sl3HcSRuY7 https://t.co/6fQG2…,764615 +2,A disappearing island's mayor challenged Al Gore on climate change. - Grist https://t.co/Q0LCVb6fl5,175586 +0,The blunt truth about the politics of climate change is that no country will want to sacrifice its economy in... https://t.co/QkmM5pUUOd,149446 +2,"RT @NYTScience: Facing climate change, China's future may depend on whether and how fast it redefines the concept of progress https://t.co/…",766956 +2,RT @techreview: Scientists from 13 agencies have written a climate report that bucks claims that global warming may be natural. https://t.c…,423585 +1,"RT @SarcasticRover: All I’m saying is, pricing carbon and fighting climate change is the most CONSERVATIVE thing. + +It’s about responsibili…",814167 +0,"Hello Mr president @realDonaldTrump +Did you know @AchaLFC is a potential terrorist who truly believes is global warming? +Please send @CIA",762830 +2,RT @washingtonpost: Polar bears hurt by climate change are more likely to turn to a new food source — humans https://t.co/HXauIXrp9t,973923 +1,Do you really think Trump has an open mind on Paris — or is he just using that phrase for effect?' climate change https://t.co/HfUVzfVrxH,273855 +0,Trump and climate change via /r/AskTrumpSupporters https://t.co/OHIMRPW6aI https://t.co/VWurHX305l,209543 +-1,"RT @Uniocracy: The UN blames you for climate change, meanwhile ignores this +https://t.co/aJ3m5NHyTE .#OpChemtrails",555449 +1,RT @SenSanders: We have a president-elect who doesn't believe in climate change. Millions of people are going to have to say: Mr. T…,332144 +1,"RT @foe_us: Through both GOP & Dem administrations in the past two decades, the EPA accepted and promoted climate change data. https://t.co…",621763 +2,Record-breaking climate change pushes world into ‘uncharted territory’ https://t.co/7lK8niMXrX,130652 +1,Coral bleaching caused by global warming is a major threat to the habitat of hawksbills https://t.co/KSQyP7KHAo https://t.co/U1FIy3A394,942927 +1,RT @EnvDefenseFund: Fascinating graphic shows exactly how Pres-Elect Trump could influence climate change. https://t.co/w7FF4gAuiY,795320 +1,"“A new report on climate change is pretty grim, but there is still a little hope.” https://t.co/kZYtb4qzBy",997959 +1,"RT @davidakin: Last night, MPs voted 277-1 to endorse the Paris Accord on climate change. The 1 against? #CPC MP @cherylgallant He…",875194 +1,"RT @guskenworthy: WTF America? You really want an openly racist, sexual assaulting orange monster that doesn't believe in climate change to…",756262 +-1,It's November 5th and I just played a round of golf... I love global warming!,445026 +2,"From Trump and his new team, mixed signals on climate change https://t.co/Z0zfPQPnzy",841928 +2,RT @ajplus: France's new president invited U.S. climate scientists to move to France and fight climate change in the Trump era. https://t.c…,381755 +1,RT @ChrisCoons: Pruitt thinks human impact on climate change is “subject to continued debate & dialogue.” It’s not. #ClimateFacts https://t…,194087 +0,RT @tveitdal: National Geographic’s climate change documentary with Leonardo DiCaprio is now on YouTube https://t.co/qe9TSnjzKA https://t.c…,661570 +1,"RT @vanbadham: 'The meaningful issues Trump ran on.' + +Like claiming climate change is a hoax perpetuated by the Chinese? + +The Gree…",417752 +1,"RT @charIiflower: did you know animal agriculture is the leading cause of climate change, species extinction, habitat destruction & ocean d…",72819 +0,"@CraigAllan_Esq They're stopping global warming, you ingrate. Now breathe deep and be happy Big Oil can keep sellin… https://t.co/Sfi8M5j2XL",468341 +1,RT @MikeBloomberg: .@LeoDiCaprio's #BeforetheFlood on @NatGeoChannel tonight puts focus on reality of climate change & need for action. htt…,726392 +0,"RT @GartrellLinda: Trump admin tells EPA to take down its page on climate change, staffers melt +https://t.co/x49YvUmszy +It represents @POT…",19207 +1,"RT @c40cities: In every part of the world, it is mayors that are concretely tackling climate change with immediate & bold measures…",651365 +1,I believe that climate change represents one of the greatest threats to o... #MarkPocan #quotes https://t.co/PP6TN98BNy,710468 +1,RT @ABSCBNNews: Joining #EarthHour shows ‘commitment to fight climate change’: Malacañang https://t.co/fdEhfbOzX2 #EarthHourPH2017 https://…,140730 +1,RT @ConservationOrg: Take a stand against climate change #COP22 #EarthToMarrakech https://t.co/gBhw8xqLFs https://t.co/bgEJFy9ODa,768306 +2,RT @kylegriffin1: Vatican official: Trump’s decision to withdraw from Paris climate change accord 'a disaster for the whole world'. https:/…,503800 +0,RT @aygurlll: 'if it wasn't for global warming you n your sister'd still look Mexican it's only because we haven't had our winters that u g…,479221 +2,"RT @ClimateUC: News on climate change science and clean energy solutions. Curated by the University of California, a national leader in sus…",718068 +1,"The Trump administration's solution to climate change: ban the term + +https://t.co/v0RP33CL9I",377246 +2,RT @tutticontenti: Penguins quickly disappearing from Antarctica due to climate change https://t.co/qYi8fV86qd,145203 +1,"RT @leahmcelrath: A friend and classmate at @smithcollege, @BrendaEkwurzel, speaks truth to power about climate change: + +������ +#RESIST +https:…",575347 +1,RT @TwitterMoments: A study found that Exxon went against internal findings to publicly downplay climate change dangers to the public. http…,879821 +2,Vatican says Trump risks losing climate change leadership to China https://t.co/QlXvrS4jTM,380704 +2,RT @snowleopards: 35% of snow leopard habitat can be considered safe from climate change - October eNews - https://t.co/4w2aYQMQX6,947891 +1,"Guys, we don't need to worry about Florida anymore bc global warming is a 'myth' they'll be underwater soon enough.",554053 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,367929 +0,"RT @jedrlee: Hey girl, are you climate change? +Because I'm going to ignore you until you fuck me.",629178 +1,"RT @UN: If properly managed, climate change action can lead to more and better jobs. @ILO info: https://t.co/o6Mgxasjkq…",598098 +0,"RT @_summerstanton: Honestly people over react way too quickly. How much you wanna bet, the gay rights and climate change pages online are…",378819 +1,RT @midwestspitfire: #Badlands climate change tweets have now been deleted but never forget they existed. https://t.co/Sh8tzhhgrn,735137 +2,#Egypt #France #Italy The Latest: China calls climate change ‘global consensus’ https://t.co/WvJ4C7JjuY https://t.co/7Z9KuAUnkd,29690 +1,RT @HarvardChanSPH: How can health workers unite to combat misinformation about vaccines and climate change? https://t.co/ZGt9SnXY3K,80517 +0,"RT @amietrips: Making a thread on global warming facts, yall need to know",205411 +2,RT @liamstack: Trump asked the Department of Energy for the names of every employee who has been to climate change conferences https://t.co…,863414 +1,RT @KetanJ0: A climate change denier in charge of the EPA is worse than an anti-vaccination health minister or flat-earth NASA chief,851693 +1,"RT @VABVOX: The Trump White House website has removed: +■LGBT rights +■climate change +■healthcare +■civil rights +■women's issues https://t.co…",399241 +0,Who the fuck taught @WaltDisneyWorld to monopolize global warming... I'm spending $4.25 on a powerade to keep my ass alive in this heat,785491 +2,RT @YEARSofLIVING: Celeb-packed 'Years of Living Dangerously' wants to make climate change a voting issue https://t.co/JLCnrZMtuv via…,243818 +1,"RT @DrAlisonsTweets: @winlow_s on 'zombification' of crim & need to engage w big issues of today: climate change, inequality, resource w…",736236 +1,RT @AnonyPress: 2016 was the year that the United States elected a man who believes that global warming is a Chinese conspiracy,592498 +0,Don't blame climate change. Miracles do happen https://t.co/Sl5qmKe8lD,755508 +0,RT @Cassowary_Man: Prof Bill Laurence talks about the unknown unknowns of climate change & cassowaries ABC Far North #np on #SoundCloud htt…,132699 +2,RT @climatehawk1: Billionaire Richard Branson on Donald Trump: focus on #climate change https://t.co/pzZXtK6GVv #globalwarming…,72827 +-1,"RT @LouDobbs: Federal scientist cooked climate change books, whistle blower charges via the @FoxNews App #MAGA #TrumpTrain #Dobbs https://t…",567520 +0,RT @allidoisowen: So why are we bitching about #ParisClimateDeal again? Here is your man made global warming. Don't make those connec…,770514 +1,The answer to climate change is not insurance,200602 +1,RT @FastCompany: The 100 things we need to do—right now—to reverse global warming https://t.co/BdDUr2BtwZ #EarthDay https://t.co/TKnx2AZepD,722364 +2,RT @NRDC: EPA administrator Scott Pruitt said that CO2 emitted by human activity is not the key cause of climate change. https://t.co/kQZP9…,52397 +2,RT @guardian: Trump interior secretary pick on climate change: 'I don’t believe it’s a hoax' https://t.co/Xg2ZTC8izf,526946 +1,RT @chriscmooney: These stunning timelapse photos may just convince you about climate change https://t.co/pBNpZXiYa9 https://t.co/3OpycUDG7M,681155 +1,RT @EnvDefenseFund: These 3 charts show how climate change is the world’s biggest risk. https://t.co/GSP3FJM3u7,649749 +-1,"RT @BigStick2013: Breaking +Whistle Blower: Federal scientist cooked climate change books ahead of Obama presentation https://t.co/7Y5YfIPX…",407144 +1,RT @GuardianSustBiz: How companies make us forget we need to consume less to stop climate change #blackfriday #cybermonday https://t.co/ibw…,752523 +-1,RT @goburch: I just aint believing all that global warming bunk. https://t.co/KlI1Lvh6hL,477516 +0,Nigga asked me what's my inspiration I said global warming,711173 +1,RT @crewislife: Via @DailyKos: Cartoon: If the media covered climate change the way it covers Hillary's email: As many ha... https://t.co/k…,690639 +1,"@amcp BBC News at Six crid:42lj3r ... But on top of that there is climate change, bring higher temperatures makes bleaching likely ...",405015 +0,@eleanorfhh using global warming topics as a chat up line😂,213226 +-1,RT @PrisonPlanet: The so-called “Consensus” on global warming is a massive lie. https://t.co/2u3DhOIWeN,691382 +1,RT @tinahassannia: ok yes that article on climate change is horrifying & a necessary read & wake-up call but this one paragraph is pre…,468686 +1,RT @BernieSanders: #ImVotingBecause the future of the planet is at stake. Hillary Clinton will combat climate change. Donald Trump thinks i…,12255 +-1,"Sorry pop-science celebrities, but if you EVER referred to someone as a denier then your climate change thoughts aren't worth listening to.",355153 +1,RT @SethMacFarlane: HRC proposes installing half a billion solar panels by the end of her first term. Trump thinks climate change is a hoax…,492729 +0,"RT @ProfBrianCox: Me, on Flat Earthers, climate change and Brexit. Off you go ;-) https://t.co/Q6qaFg3rXO",865538 +1,"RT @shane_bauer: When the president bans employees from talking about climate change, that’s a denial of free speech. People protesting a s…",812533 +1,"RT @OhNoSheTwitnt: Bannon: Jews are causing global warming + +Sessions: No it's the blacks + +Pence: It's God punishing gays + +DeVos: Guys,… ",549041 +2,Trump believes in climate change but wants a better deal – US ambassador to UN https://t.co/Pu1Hzn5gkb,391458 +2,Ireland doesn't really do climate change - so what will Paris deal mean for us? https://t.co/gXGQxfNjNL,20580 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,540675 +1,"@mtracey @DouthatNYT Instead they spent 6 years blocking all progress, denying global warming and attempting to nix the ACA, great job!!!!",646453 +1,"RT @TeaPainUSA: With Trump's disdain for science and climate change, there's actually a good chance Hell will freeze over before we see his…",479520 +0,This is the future that global warming wants. https://t.co/riRDr9C6nq,381166 +1,"@KPRC2 OK just take care not to say that this weather is insane, unpresident, too warm so as to imply global warming, corporate may not like",951437 +2,"In executive order, Trump to dramatically change US approach to climate change @CNNPolitics https://t.co/Wu9W4vMKng",571169 +1,RT @simon_reeve: Time to #showthelove & protect wildlife & environment from climate change! @TheCCoalition https://t.co/098MY9KyoZ https://…,18424 +0,It feels nice today I don't think global warming is that bad,221752 +1,"@SandiaWisdom are there indicators for these safe places? +with climate change concerns & unstable leadership the r… https://t.co/SC6HmZy4Hb",915907 +1,But climate change isn't a thing eh @realDonaldTrump - fucking idiot. https://t.co/771K3Tt0Qn,753092 +1,RT @LeoDiCaprio: We must continue to fight climate change. Educate yourself and see An Inconvenient Sequel. https://t.co/R3YvFooHo6…,994738 +1,RT @AnaKasparian: Neil DeGrasse Tyson slams climate change deniers amid Hurricane Harvey https://t.co/WvQFDxq1DT,597441 +1,RT @ChrisJZullo: #DearPresident climate change is not Chinese scam like Breitbart's Steve Bannon would tell you. 2016 set to be the hottest…,175101 +1,Malta is my main ancestral homeland. Stupid climate change... https://t.co/yjYJztGSBC,198649 +1,@Alberta411 @TheStreet That company doesn't believe in Climate Change. They're one of the biggest opponents of any US climate change policy,468147 +2,RT @guardian: Trump picks climate change sceptic Scott Pruitt to lead EPA https://t.co/ElVpcH7gLg,771538 +1,RT @BernieSanders: #ImVotingBecause the future of the planet is at stake. Hillary Clinton will combat climate change. Donald Trump thinks i…,222158 +1,"RT @Mikel_Jollett: For decades, climate scientists have been predicting that man-made climate change would increase the intensity of hurric…",620959 +1,RT @SueForMayor: Investors worth $2.8 trillion are uniting against Donald Trump's climate change denial https://t.co/wA9f0yIJKT,793280 +1,RT @SenatorMenendez: I believe in science. Therefore I believe we must act on climate change. On #EarthDay I stand in solidarity w/ the #ma…,943883 +1,RT @NewYorker: You have to be pretty desperate to take Rex Tillerson’s stance on climate change as cause for optimism. https://t.co/oXB6Zo3…,876723 +0,"RT @BronzeHammer: hey guys. the next time someone says silicon valley is going to solve hunger or climate change or take us to mars, rememb…",4358 +1,Adapting to climate change means adapting to Trump &ndash; here's how | Dr Aditya V Bahadur #Environment https://t.co/QDuEcjrB6j,389270 +1,RT @SethMacFarlane: HRC proposes installing half a billion solar panels by the end of her first term. Trump thinks climate change is a hoax…,151794 +1,Is anyone surprised that Trump's EPA chief is a climate change denialist? https://t.co/4lbp9yD3IM by… https://t.co/2tzHPAzjWI,670924 +0,@sbbeef @Joecoolest1968 preservation of climate change legislation,663608 +2,"RT @HuffPostPol: Exxon Mobil 'misled' the public on climate change for 40 years, a Harvard study finds https://t.co/FE6E8reEhL https://t.co…",899683 +1,"RT @SunApology: £1 billion of our taxes was given to the homophobic, climate change denying DUP. In that context, I couldn't GAF what we pa…",386609 +2,"Unlike many Republican leaders, European conservatives don’t deny climate change. #news #follow #rt #retweet https://t.co/g7C1QHZRnS",276561 +1,RT @HDRarchitecture: A4: We need designers to continue to tackle climate change. Global health implications are escalating. #AIAChat,461865 +1,"Me: Earth is in trouble if Trump cuts spending for climate change + +Dad: Global warming is not even real remember https://t.co/NtOu4LmXLh",768236 +2,RT @Jackthelad1947: Emergency campaign launched to convince Trump climate change is real. Failure risks 'planetary disaster' https://t.co/J…,834412 +1,"RT @kelkulus: Irony: Florida, a state in danger of being washed away due to rising sea levels, just elected a guy who denies climate change…",649412 +1,RT @GreenerScotland: .@strathearnrose launching £8 million Peatland Action Fund to help regenerate peatlands & tackle climate change…,464096 +-1,Further evidence global warming is a scam. @BBCNews @bbctrust @metoffice @guardianeco https://t.co/XEimCIba9d,61032 +1,Kudos to @NorthshireBooks for doing what it can re: climate change: Booksellers Share Sustainability Suggestions https://t.co/M3rAbJsKkx,495977 +1,RT @EWErickson: Today we learned Democrats are worried about climate change and LGBT issues in nat’l security and GOP is concerned about ki…,105910 +2,RT @guardianeco: Trump begins tearing up Obama's years of progress on tackling climate change https://t.co/uzbReIv351,500497 +1,Americans who experience hot weather are more likely to believe global warming is real https://t.co/DsJj71DioG,155532 +2,"Crop breeders in race against climate change +https://t.co/cYOXBllfSb https://t.co/uqSnr0CqQl",567240 +2,"RT @washingtonpost: Scott Pruitt’s office deluged with angry callers after he questions the science of global warming +https://t.co/I05RaAfK…",147600 +-1,"RT @LouDobbs: Left Anti-Science, Pro-Fraud: World leaders duped by manipulated global warming data https://t.co/bTKkBBulEv via @MailOnline…",985644 +1,RT @SenSanders: We have a president-elect who doesn't believe in climate change. Millions of people are going to have to say: Mr. T…,355541 +2,China delegate slams Trump over climate change hoax claims - https://t.co/i1Rer1Xnjn,762840 +0,And trying to prevent global warming will cause more global warming. Lol.,805712 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,516212 +2,"RT @MikeySlezak: The global green movement prepares to fight Trump on climate change – UK, US and Aus. @getup @ausconservation https://t.co…",182222 +0,"RT @TryNewBooks: Androids Rule The World due to climate change, but not for long. #scifi #99c https://t.co/oBigkZsyOU @donviecelli https://…",551070 +1,RT @SenSanders: 97% of scientists agree climate change is real and that it’s caused by human activity. Denying science is no longer an opti…,110325 +2,THE HILL: Sanders tears into EPA head for saying CO2 isn't a 'primary contributor' to climate change … https://t.co/KOyC2RP2sR,259176 +1,"RT @relevantorgans: We are flattered, American despot friends, but climate change is one of the few things we did not invent.",392972 +1,"RT @QuentinDempster: Hey @MrKRudd Good interview @leighsales but you didn't mention climate change: it's bigger than terrorism, anti-de… ",832429 +1,"RT @ForeignPolicy: For the first time ever, a GOP-led House has affirmed that climate change threatens America's national security: https:/…",507673 +1,RT @washingtonpost: Here are pictures of John Kerry in Antarctica to remind you global warming is still happening…,572703 +2,EPA chief: Trump to undo Obama plan to curb global warming https://t.co/zj4ZLadiE1,964588 +1,When you don't believe in climate change and cut funds to government assistance. GGWP Trump https://t.co/0jACnLwhl5,636193 +1,"RT @RVAwonk: Want to see what climate change looks like? 150 yrs ago, that tiny glacier on the mountaintop reached this signpost. https://t…",551555 +0,RT @RAWHM1000X: @CNN Just don't talk about global warming as you all use fossil fuels to get there. Thank you,777438 +1,RT @Oxfam: #ParisAgreement is now in force but action is still needed to help the most vulnerable adapt to climate change. RT…,337356 +1,"RT @politicalmath: This is stupid. The people who *don't* deny climate change won't change their behavior either, so obviously that is…",702232 +1,Comments excellent example of low-intellect climate change denial trolling. I think you have to be paid to be so re… https://t.co/2I5yVME1ZB,756129 +2,#Wine weather. Global climate change affects wine grapes more than any other crop. https://t.co/z3Wv82YR8R Hear Now And Zin Wine!,36283 +0,this kid told me that drinking water from glass can contributes to global warming.,633731 +2,"RT @FoxBusiness: Merkel urges EU to control their own destiny, after Trump visit, climate change decision https://t.co/hfo3tHnLP5 https://t…",713155 +1,"RT @insideclimate: Here's a reminder of what Exxon knew about climate change from its own research, and then tried to deny.…",811630 +1,"RT @Hogan80Hogan: Gotta admit , as far as global warming hoaxes go, three active hurricanes is a pretty good one. + +But 5 would break…",459283 +1,"RT @HMA26: Yesterday, I saw Before the Flood, a documentary about climate change🌍. Powerful and well-made.",283192 +2,Trump's environment chief says CO2 not main cause of global warming - https://t.co/RnJVo1SPsm,442410 +2,"RT @AMWClarkLaw: Macron to scientists and innovators, esp. re climate change: come to France https://t.co/x5E7qtpahb",451157 +2,RT @climatehawk1: World’s largest reindeer population may fall victim to #climate change | @ScienceNews https://t.co/nwaNx3frOa…,784202 +2,Tech's biggest players tackle climate change despite r ... https://t.co/tChaaZMdlS #CleanTech #Environment #Green… https://t.co/ihgNS1WmQX,631954 +1,".@StephenLloydEBN pls publicly oppose DUP views on abortion, same-sex-marriage + climate change #DUPdeal",433652 +0,Lol mfs literally don't believe in global warming that's sick as hell,850729 +1,"I just joined @NatGeoChannel @21CF in combating climate change. Take action #BeforeTheFlood +https://t.co/1ipV7kcdy5",718649 +0,@cathmckenna @ParksCanada Below temperature in the gta. No global warming here.,662545 +0,"RT @SimonBanksHB: 4 years of LNP energy and climate change policy #QandA: + +Electricity prices UP + +Carbon emissions UP + +Energy insecurity UP…",28421 +2,RT @thehill: National park deletes viral climate change tweets that defied Trump social media ban: https://t.co/DCUL60CyZo https://t.co/HgI…,49978 +1,"Energy Department climate change office bans ‘climate change’ language — yes, you read that right https://t.co/TZyFFgcHgB via @theblaze",59114 +2,How will climate change affect pensions? - Hamilton Spectator https://t.co/i3INJPViVm https://t.co/zqmw6gxMfq,512884 +0,"RT @JulianBurnside: Have a look at MAHB: Millennium Assessment of Human Behavior and its assessment of where climate change is going: +https…",615470 +1,RT @350Africa: 'The extreme weather experienced in various regions in #southafrica this month is a direct result of climate change' https:/…,818046 +1,"@ScottWalker The 'WORLD' is working on solution's to combat global climate change, EVERYONE but head up a** , laughing stock GOP!",486699 +1,RT @chrislhayes: This is the absolute perfect distillation of the right's central position on climate change. https://t.co/5aEmeinGJa,193832 +1,RT @naretevduorp: HRC reacts to Trump's reckless rollback of Obama's environmental/global warming measures. https://t.co/ifrIUEbLxb,914755 +1,RT @cnni: This forest mural has already been washed away. It was designed to send a chilling message about climate change…,854417 +2,RT @Reuters: Secretary of State Kerry urges countries to treat climate change as urgent threat despite uncertainty he says creat…,8507 +-1,Too bad this normally intelligent man believes that the world is ending due to global warming which is the fault of… https://t.co/zOMadhWQ6J,198488 +1,"RT @Alt_FedEmployee: Scott Pruitt, a lawyer, says climate change isn't real. + +NASA, thousands of qualified scientists, says it is. + +I'm… ",787312 +2,Why invasive plants love climate change @MNN https://t.co/d39p3NnlfV,234372 +1,RT @CarolineLucas: Nothing on climate change. Nothing on green energy. Nothing on air pollution. What a colossal wasted opportunity.…,18504 +2,RT @Hurshal: #climatechange Energy productivity vital to avoid worst effects of climate change: new report……,989138 +2,RT @FeelTheBern11: RT guardian: ‘There’s no plan B’: climate change scientists fear consequence of Trump victory https://t.co/1AsDy9WSr6,916873 +1,"RT @GuyEndoreKaiser: If we were going to lose anyways, I wish there would have been more than zero questions about climate change at the de…",5481 +0,Tonight Rowe will blame global warming for the Panthers loss. You heard it here first #FlaPanthers,265949 +1,RT @greenhousenyt: Trump names climate change denier as his top person to set direction of federal agencies that address climate change htt…,850557 +2,RT @guardian: ‘There’s no plan B’: climate change scientists fear consequence of Trump victory https://t.co/SPSsRcvGeW,393674 +0,"Haven't read the story, but does it mention climate change? https://t.co/9uvsqT9Afm",981643 +1,The effects of climate change are all around us if you’re only willing to open your eyes.' https://t.co/W9prMbRFra via @CC_Yale,84992 +2,RT @BirdLife_News: New research: climate change could deliver final blow to half the world's endangered mammals https://t.co/RSHAdEluYz htt…,333483 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,212280 +0,"@dallasnews In exclusive interview - Santa appears to confirm global warming? :-) +https://t.co/w7jIsuXjHa",161768 +2,China is emerging as an unexpected leader in fighting climate change https://t.co/0svc9UynUr,832479 +1,RT @ClimateCentral: Park rangers are talking about climate change more and more in National Parks. This is why it makes sense…,143746 +1,RT @AltNatParkSer: Want some real fact to go with your alt-president? US national parks posted tweets about climate change that were later…,478153 +2,"In executive order, Trump to dramatically change US approach to climate change https://t.co/1A6q3hS4jE https://t.co/u3PTKI4c3X",942254 +1,RT @World_Wildlife: We’re all in when it comes to addressing climate change. #COP22 https://t.co/F9qiydJ55C https://t.co/oArlHb9cQc,64962 +2,RT @caitrionambalfe: 150 years of global warming in a minute-long symphony https://t.co/ARKfGtVWhM,659077 +1,RT @CNN: No snow where there should be. Bleached anemones. Cracks in the ice. This is what climate change looks like:…,401536 +1,RT @SenSanders: We have a president-elect who doesn't believe in climate change. Millions of people are going to have to say: Mr. T…,752320 +1,RT @Dale_Digabow: 63 degrees in mid January but it's completely normal and climate change is a hoax right...,748457 +1,"RT @strctlyfishwrap: Oh, Good: One of the most troubling ideas about climate change just found new evidence in its favor https://t.co/aq1Ui…",302311 +1,RT @fabionodariph: NatGeo: Maps and visualizations of changes in the Arctic make it clear that global warming is no hoax https://t.co/fZyzm…,862417 +-1,@realDonaldTrump promised for my vote that climate change was junk science. Now he's talking to Al Gore? OH HELL NO!! Not what I voted for!,569360 +-1,"RT @kwilli1046: Attention all liberals, Macron offers you “refugee” status. Please move and leave USA ASAP over climate change! https://t.…",858291 +1,RT @GeorgeBludger: EPA chief clings to his own fantasy by denying overwhelming evidence on CO2 and climate change https://t.co/k0v5yk7Owh,744575 +1,"@democracynow @RalphNader on climate change, certainly Al Gore would not have declared war on the wrong country. You own that.",253337 +0,RT @RichardGrenell: It's clear that US reporters in France who only talk about Russia emails and climate change are unprepared for foreign…,436496 +1,RT @jotycr: the 45th president of the united states doesn't believe in climate change...,55693 +1,.@RepJeffDenham Don’t let our kids face climate change disaster! #ParisAgreement #CleanPowerPlan #SaveTheEPA #ActOnClimate #swingdist,890801 +1,RT @tabby__terry: Y'all really voted for a man that doesn't believe in climate change....ok,172001 +1,"RT @BadAstronomer: The 'Supermoon' was overhyped, but it had a real effect: flooding. But it had help from global warming. + +https://t.co/7…",824864 +1,"RT @YourAnonNews: Amazing how many racist idiots are blaming Palestinians for forest fires in Israel. Like drought, fires & global warming…",220230 +1,"@Nori_NYC Denying climate change and poisoning our environment, denying people health care, privatizing Medicare/Aid SS, etc...",701716 +2,"US Multinationals clear on global warming, tell Trump to stay the course with Paris Accord.https://t.co/EFBAVaTFrp",98384 +1,"RT @S76FITZ: Join me in taking action with @ucsusa on global warming, our broken food system, and more: https://t.co/TKxYrhrVXb",567390 +1,There's an ocean of Methane under the Arctic that all this climate change is slowly releasing. Look it up https://t.co/lPBx7wVvAz,954725 +0,"RT @rjwerder: In case there was any doubt given the proposed #budget, OMB says, 'As to climate change... we consider that to be a…",504026 +1,RT @TheGoodGodAbove: How many 'once in 500 years' natural disasters do I have to send before you realize climate change is real?,587566 +2,"RT @climatehawk1: Mayors will lead on #climate change for political gain, says ex-NYC mayor | @Reuters https://t.co/2UeqtVWi8S…",385227 +1,"@realDonaldTrump now will you listen to scientists about global warming, this didn't happen for no reason… https://t.co/4iv0CPE7dR",378748 +1,RT @DavidPapp: Farmers are in a unique position to tackle climate change https://t.co/MlDDtncBFx,263385 +0,@CBSNews extreme global warming ��,614521 +1,RT @climatehawk1: 9 things YOU can do about #climate change | @JeffMcMahon_Chi https://t.co/8lkDNjeOx9 #globalwarming #ActOnClimate…,594701 +1,#AMJoy 98% of scientist agree that climate change is caused by human activity.,499133 +1,If you don't accept that climate change is caused by humans you are a ______.,637204 +0,What is the primary cause of climate change? @geoleleven #andieclimate,568567 +-1,RT @tan123: 'Apple could not resist pushing the global warming religion as part of its “Earth Day” political blitz on iOS users' https://t.…,382879 +2,RT @sciam: Energy Department rejects President-elect Trump’s request to identify employees who worked on climate change…,546269 +0,"RT @altUSEPA: '[Litterst] would not address whether climate change influenced this year’s problems.' One data point not a pattern. +https://…",721397 +1,RT @lifeaseva: Taking shorter showers and buying reusable bottles won't stop global warming. It's the main result of our agriculture demand…,808548 +2,EPA Chief Scott Pruitt says carbon dioxide is not a 'primary contributor' to global warming: https://t.co/PXzz2N9Dss via @AOL,717411 +1,RT @jonathanchait: Minor election footnote: Electing Trump would also doom planet to catastrophic global warming…,641830 +1,...and hasten global warming. https://t.co/5HW26Ru1dB,206414 +2,Prince Charles revealed to have written Ladybird book on climate change - https://t.co/SY4uzSLQKY https://t.co/NDzjuCtntM,417778 +1,RT @Trekles: Trump should be impeached for just believing climate change isn't real.,989690 +2,RT @latimes: Gov. Jerry Brown warns Trump that California won't back down on climate change https://t.co/ig8sxJGw2f,434241 +1,RT @UN: 12 #globalgoals are directly linked to climate change. The #ParisAgreement is crucial to achieve them.…,966434 +0,"The Sunday Best – Our most popular posts, climate change science, Walter Brueggemann and more →… https://t.co/IO33OEUWb7",927283 +2,RT @UN_Women: Report shows women in China are more vulnerable to the adverse impacts of climate change than men. Learn more: https://t.co/0…,97623 +2,YahooNews: Environmentalists fear President-elect Trump’s climate change policies https://t.co/aUtSVUldHk https://t.co/xjtV78XIkR,303922 +1,RT @AstroKatie: Now would be a great time for the rest of the world to find ways to pressure the US on climate change and human rights.,775406 +2,RT @coopah: Energy Department rejects Trump request for names of employees whose work touched on climate change https://t.co/f0WORugUdB,134717 +1,RT @dncpress: .@donnabrazile: “Dems accept the scientific facts of climate change.” RT if you do too. https://t.co/vwQ2x2LLD3,931248 +1,RT @sebroche: This is his and their level of stupidity..Donald Trump will be the only world leader to deny climate change. https://t.co/bn9…,395731 +1,RT @HelenErrington1: Bill Nye demolishes climate deniers: “The single most important thing we can do now is talk about climate change.” htt…,881514 +1,Why the media must make climate change a vital issue for President Trump - The Guardian: The Guardian Why the media… https://t.co/xOYF23zgko,704365 +2,"RT @Primal: @theecoheroes Scientists disprove there was a hiatus in global warming after... +https://t.co/OrRun2FUYs via telegra… ",113762 +0,RT @ZaidJilani: 17 minutes into Peter Navarro's china documentary complais about how china is furthering global warming https://t.co/1ZFs2q…,762950 +1,"@LiveLoveHunt you don't end animal extintion, global warming or nature destruction by killing more animals for fun",358389 +1,"RT @davidschneider: Nuclear war's imminent, Nazis are good, he’s in hock to the Russians, climate change is a lie, but at least he uses the…",525899 +2,RT @rhettrites: Perkins: climate change for U.S. Army means that entity must be ready for the circumstances at a location cc would bring. #…,970251 +0,"Ok here's my pitch, there's bells jingling, a horse neighs, then I jump in with this snappy tune about starving orphans and global warming",867127 +0,How come al gore got that peace prize for climate change? I could go round & tell everybody abt global warming' #dads,539389 +2,RT @DailyMail: Weather Channel attacks Breitbart for 'misleading' article on climate change https://t.co/djfYTJlouO https://t.co/RWORnghaxx,12795 +2,FG to issue $20bn bond for climate change soon https://t.co/HAAw8ITfVM https://t.co/lyUyisjpsh,695133 +1,"RT @SierraClub: .@MarcoRubio failed to show up in Tampa, but an empty chair with his name on it got an earful about climate change. https:/…",790449 +2,"RT @AmazonWatch: #Indigenous rights are key to preserving forests, climate change study finds https://t.co/otxSV8ECl4 https://t.co/1TH8ED2u…",194955 +0,@ScottAdamsSays What you're doing is interesting but with that anchor I FEEL the pro climate change side won. Valid side of argument or not.,902713 +1,"@send2gl @DFosterEvans We're feeling impact of climate change, globalisation, & we've had repeated UK Govts focused… https://t.co/mRrXUBQbte",117436 +1,"RT @TomWellborn: Here is your 'fake news', 'fake science', and 'fake climate change', @realDonaldTrump. + +Now that YOU are affected,…",466387 +1,RT @RichardDawkins: President Trump may destroy America but maybe we can stop him destroying the world. Sign the climate change petition ht…,123505 +1,RT @SenSanders: We have a president-elect who doesn’t believe in climate change. That’s frightening for this country and the world.,65501 +0,"RT @papermaw: *Throws phone* 'Please direct your feedback to our FB Messenger, which is powered by telepathy and climate change denial.' --…",313290 +2,RT @CNN: How cities across Africa are fighting the effects of climate change https://t.co/OX3bytJGnJ (via @CNNAfrica) https://t.co/BIfBc1VU…,633675 +2,Rex Tillerson wastes no time: The State Department rewrote its climate change page - Salon https://t.co/sh4GqyynxP,556644 +1,RT @ClaireWrightInd: What does that say about #Tory MPs? Cosying up to a climate change denying sexist white supremacist sympathiser…,382606 +1,RT @nvisser: Pretty much EVERY living thing on the planet has already felt climate change https://t.co/Xh0AfQWCS7 #COP22,950351 +2,"RT @ClimateChangRR: 2016 to break heat record, challenging climate change skeptics https://t.co/HGzyEhdoXp https://t.co/I8i1HYN6yM",511899 +0,Some scary climate change references in that last scene #ice&fire #GamesOfThrones #bestepisode,96246 +1,RT @JuddLegum: Obama's top environmental advisor breaks down Trump's destructive climate change order https://t.co/AHJNBNzvFW,989625 +1,RT @SwoleOsteen: Every dude in the South that denies climate change owns a $500 cooler to keep ice from melting at a high school football t…,446908 +-1,"global warming is a myth +innoculations cause autism +george bush was a genius",609277 +-1,RT @kcjw33: Dr. Roger Pielke Jr.: ‘The science ain’t there’ to link extreme weather to ‘climate change’ https://t.co/7Lz2QyM32s #feedly,814917 +0,@theprojecttv Ah Trump did not delete climate change etc from the white house website. It was archived which ins normal protocol,97401 +-1,@AbrahamEngel1 @jules_su @realDonaldTrump Me too. You know global warming is a hoax but with all these snowflakes m… https://t.co/ZCYVq9i2sq,957668 +1,RT dna '#MustRead: Fighting climate change in an unequal world https://t.co/M360nyeseO #EarthDayWithDNA… https://t.co/l6N648ySCL',911763 +1,@BernieSanders says we MUST stop Dakota pipeline. @POTUS says we must 'reroute.' Who's got the better legacy on climate change? Your call!,891350 +1,"Im constantly on the verge of a climate change rampage +WE ARE KILLING EARTH PEOPLE WAKE UP",795987 +-1,"RT @railboy63: 32 Inches of global warming on I-80 between Cheyenne, Wyo. And Laramie, Wyo. This week....@algore unavailable for c…",254184 +2,RT @christinawilkie: Pruitt: 'Human activity contributes to global warming in some manner.”,515823 +2,Russian President Vladimir Putin says climate change good for economy https://t.co/aLUrMYjQvm,53487 +1,Turnbull and the right nuts debate on climate will be biased towards climate change denial and will continue to treat Australians as idiots.,866899 +1,RT @BillMoyersHQ: America's whiplash-inducing reversal on climate change is China’s gain. Here's why. https://t.co/q2ENwALFcr via @lighttwe…,448822 +2,Testing the myth that global warming is leveling off https://t.co/EZpGdM0uK2 https://t.co/5qsmhZMadK,360268 +1,The Colorado river is shrinking because of #climate change https://t.co/gcjQikttP5 #environment https://t.co/uR2XgxYVUF,994537 +1,RT @foe_us: 'Actions by Exxon to marginalize the reality of global warming have endangered the health of the planet.' #ExxonKnew https://t.…,922041 +2,RT @Stevenwhirsch99: Trump in Jacksonville FL- ' We will cancel billions of dollars being sent to the United Nations for global warming.',119398 +2,"RT @CNN: From urbanization to climate change, Google Earth Timelapse shows 32 years of changes on Earth… ",290887 +2,"Last chance' to limit global warming to safe levels, UN scientists warn https://t.co/U3GZIkhswQ",207426 +1,Washington National Cathedral will go dark Saturday night to address climate change https://t.co/kJk5xRLXLk #StepsToReverseClimateChange,92058 +-1,RT @theblaze: Rick Perry urges more conversation about the unsettled science of climate change https://t.co/X8gvF763oz https://t.co/eFSUom1…,859674 +1,@ayicckenya @ActNowForCJ @PACJA1 youth need to take charge of existing processes in climate change,521516 +1,"RT @Fusion: Imagine, if you will, a world where the media covered climate change the way it covers Hillary Clinton's emails…",772449 +-1,"@ANTITRUMPMVMT climate change is NOT about climate, about CONTROL, pls understand NOTHING is what it appears, grow… https://t.co/QrrBlAOvmS",968889 +1,RT @the_resistants: @RVAwonk His response about funding for climate change research was horrifying. We're basically just not interested in…,53449 +2,"RT @nytimesarts: James Corden: If the administration won’t say “climate change,” how about “endless summer”? https://t.co/QGXxfOMNUe https:…",692373 +1,RT @TrueFactsStated: The incident at Trump's rally was an assassination attempt in the same sense that climate change is a Chinese conspira…,367019 +1,"RT @AllenFrancesMD: 37% in US support Trump +Same % believe in haunted houses/UFO's/angels/bigfoot +& dont believe global warming/big bang +ht…",674513 +-1,@HktkPlanet Orig.2UK sci.tht Gore ranw/thr data2 invent global warming(CC)fake news hve since admitted the LIED&fak… https://t.co/yI4Uq2eMqd,436987 +1,@realDonaldTrump Please listen to the people who are afraid of your policies that will ramp up climate change. #hottestyear #noflood,855522 +1,"RT @YEARSofLIVING: Watch @YEARSofLIVING on 11/30 where @NikkiReed_I_Am explores THE solution for climate change, a #PriceOnCarbon… ",691453 +2,"RT @Serpentine202: Trump names Scott Pruitt, Oklahoma attorney general suing EPA on climate change, to head the EPA https://t.co/1JlGe6zJ64",492046 +2,RT @washingtonpost: We may have even less time to stop global warming than we thought https://t.co/IMQRGKgOlq,40116 +0,Surely she's doing that to raise awareness of climate change https://t.co/wLGx1A0eBB,180516 +1,Bill Gates says investing in clean energy makes sense even if you don't believe in climate change https://t.co/ceoVMGCpIW,904926 +2,EPA purges pages that highlight climate change from its website https://t.co/LmTGOEPHtH via @HuffPostPol,429811 +2,RT @RisingTideNA: Humans on the verge of causing Earth’s fastest climate change in 50m years https://t.co/gXRVOVc7MT #climate @guardian,968186 +1,"RT @ashleylynch: So Breitbart is writing climate change denial articles and feeding them to the House Committee on Science, whose chairman…",696645 +0,RT @mariamichelle: Seeing my photo on FB's sidebar about global warming. I don't mind as I posted it on Pixabay there is no copyright…,354683 +1,RT @citizensclimate: Wow! Editorial in York urges GOP congressman to take action on #climate change https://t.co/r0PrOvJ7Rr via…,134302 +1,"RT @helenzaltzman: This goes out to UK & US govts: if you hate refugees so much, get serious about slowing climate change, which'll displac…",408433 +1,"RT @FiftyBuckss: An entire 1 hour and 40 minute documentary climate change, right here on Twitter. But it's ok, the Lord will save u…",41395 +1,RT @Andyphilipday: Top 5 novels fictionalising impacts of climate change. Or - maybe prophetic. Good reading for Geog GCSE/A level ss https…,490425 +0,"7/ Bret Stephens is convinced man-made global warming is danger government needs to address, but the media calls him a 'denier' of science.",200345 +1,"Solving #energy & #climate change challenge with earth, wind & fire. @TasteOfScience event tonight in Palo Alto:… https://t.co/rjzwiPTsx2",984167 +1,RT @motherboard: Why keeping CO2 emissions stable won't save us from climate change https://t.co/djoQMIADiw https://t.co/0Mr6t7uovH,331124 +2,RT @washingtonpost: Corrected satellite data show 30 percent increase in global warming https://t.co/JCn0USZZ0S,504924 +1,RT @johnfocook: Can't get enough of 97% consensus on climate change? Me neither. I answer common consensus questions https://t.co/vIF8QnslG…,96730 +1,"RT @ddlovato: #IVotedBecause I believe in equality, we need comprehensive immigration reform, I am pro-choice and global warming IS real. #…",854720 +1,RT @zbeforey: @JerrysArtarama Your ads are on Breitbart. They revel in racism & scoff at climate change. Consider blocking them?…,234113 +0,Where the hell is the global warming I was promised https://t.co/K5Nxv8kCSK,835630 +1,The European Union (EU) is taking action to fight climate change. Watch video to learn more. #ClimaDiplo https://t.co/rYWq8qh673,65937 +1,businessinsider: Honoring climate change agreements will save millions of lives https://t.co/9VDAME66u0 by statnews …,236049 +0,RT @PaulRidd: Man snoring so heavily in a P&I screening earlier for a climate change doc I had to jolt him. Suspected Trump voter. #Sundanc…,309437 +2,RT @EcoInternet3: Seeing the #forest for the trees: What one oak tells us about #climate change: Seattle Times https://t.co/Pjovn1UYjO #env…,232322 +1,"RT @rebleber: IT RETURNS + +Sanders: Is manmade climate change a hoax? +Zinke: I'm not a climate scientist ...",503759 +2,"RT @_richardblack: Fossil fuels only appear cheap if climate change & air pollution costs ignored, says John Kerry #COP22",893835 +1,RT @SenSanders: We have a president-elect who doesn't believe in climate change. Millions of people are going to have to say: Mr. T…,98722 +-1,"RT @Rick_Stuart07: Concussion is like climate change + +It isn't real + +Stop listening to so called 'doctors'. + +If they have never played how…",220049 +1,RT @BadAstronomer: 4/6 NOTE though that Trump has nominated many creationists and surrounds himself with them and climate change deniers.,354186 +1,@arnoldcam @VanJones68 2/2 in this reform to combat climate change since they are one of the top polluters,813225 +0,@pakalupapito with the rate of global warming your wish will probably come true,184716 +2,"RT @SafetyPinDaily: Chairman of the House science committee says climate change is a good thing | By @c_m_dangelo +https://t.co/osRDto8E32",624210 +1,"RT @BernieSanders: The stakes are enormously high. Literally, in terms of climate change, the future of the planet is at stake. https://t.c…",335988 +1,RT @swapnilp0te: @aatechnology_in hey can u please watch & share this documentary with all your audiences. Its about climate change. https:…,373372 +2,"Canada's melting permafrost could accelerate global warming, study suggests https://t.co/viNoakjkzS via @YahooCanada",469188 +1,RT @SenSanders: We have a president-elect who doesn't believe in climate change. Millions of people are going to have to say: Mr. T…,299741 +-1,"#ScienceCelebs think humans cause global warming. Next the #libtards will say we cause animal extinctions, too. #UnicornsAreReal #Snowflakes",55575 +0,RT @Sudarshan_Mlth: @maidros78 What next? Genghis Khan saved humanity by postponing global warming by only killing a few million humans?,812673 +2,RT @ZaibatsuNews: Meet the Republicans fighting climate change https://t.co/rxBsz0EJEY #p2 #ctl https://t.co/Jm2appTKPV,864179 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,653171 +1,RT @ClimateReality: Donald Trump says “nobody really knows” if climate change is real. Scientists beg to differ. https://t.co/fMEdVPcR3D,934880 +1,RT @SarahKSilverman: I wish the eminent catastrophes from climate change would only happen to the deniers of climate change,632586 +2,Emergency campaign launched to convince Trump climate change is real. Failure risks 'planetary disaster' https://t.co/HwbEUv8qjt,377917 +1,"RT @codinghorror: I guess the good news is that with global warming accelerating on Trump's watch, Florida will be less of a factor in futu…",369958 +1,RT @climatehawk1: Mythbusting #climate fact: “Global warming” and “climate change” have both been used for decades.…,896814 +1,@GaryLineker BBC seems very proBrexit to me......these 70 MPs are like climate change deniers complaining about not getting airtime,572178 +1,Y'all still don't believe in global warming SMH https://t.co/T4Bdp0BSMJ,44188 +2,RT @scifindr: Fossil study: Dogs evolved with climate change https://t.co/dr3771jX0w,392427 +1,"RT @NasMaraj: Ok here's my problem with yall, there's global warming, terrorism, rape, murder, & war going on but a song is what…",705103 +1,"@Nwankpa_A 2. Nationalism in West, Conflicts in the middle-east/Libya & climate change r blighting their economies https://t.co/JErq3Jmk86",97742 +1,global warming got me fucked up bc im not a fan of destroying our planet but i am a fan of sweatshirt weather still in mid december ya feel?,206285 +0,"@ffflow @willfoth Might solve the global warming problem though, a nice long nuclear winter :-(",24141 +-1,@CNNPolitics it use to be global warming so now it is change = bs,852393 +1,RT @World_Wildlife: How climate change impacts wildlife: https://t.co/ozTap4cdlK #COP22 #EarthToMarrakech https://t.co/xm5XgpVhqY,30410 +2,"RT @WorldfNature: Polar vortex shifting due to climate change, extending winter, study finds - Washington Post https://t.co/gB6dBddyEG",584950 +2,"RT @greenroofsuk: #Indigenous #rights are key to preserving #forests, #climate change study finds -#Environment #biodiversity https://t.co…",629401 +1,People care about the environment more and more every day. Let's all battle climate change! @juanverde #environment https://t.co/MIKBBbQveS,808474 +1,"RT @jangir_SK6886: @Gurmeetramrahim These nature disasters are the results of global warming and lack of trees.... +Bless to all victims fam…",38844 +-1,"RT @LeahRBoss: The left's meltdown is causing global warming. �� + + #WhyWeMustImpeachTrumpIn7Words",324697 +0,"RT @redsteeze: Things discussed on CNN: Hands Up Don't Shoot, Asteroids causing climate change & black holes swallowing 747 +https://t.co/76…",699843 +1,RT @benmekler: It's 91 degrees in mid-November and the president-elect wants to cut 100 billion dollars in federal climate change spending,352127 +2,The quest to capture and store carbon – and slow climate change - just reached a new milestone https://t.co/aRw6Rpo9pz,389783 +1,RT @annalysiaaa: hi i'm really depressed because global warming is a real thing & no one takes it seriously,743534 +1,"RT @HulkandTankGirl: Now the DUP/UDA are in power a Tory vote may as well been a vote for Trump, climate change denial, homophobic... https…",140329 +1,@Lexialex They could chat about climate change while they're at it. @Pontifex knows it's real.,405731 +2,John Kerry says he'll continue with global warming efforts https://t.co/ub8gj6GSLf https://t.co/B59sjy2v0z,832102 +-1,"If the fukn libs would close their traps, there would not be global warming - all they spew is hot air and CO2 +https://t.co/7EyBH4trYC",682325 +2,Obama: 'Climate change is still climate change.',253333 +1,"Imagine trying to explain to @realDonaldTrump that; Per @UN, cows r responsible for 50+% global warming greenhouse… https://t.co/naMEFBF0Dk",642611 +1,"@alexis_levinson Partly due to climate change, vultures are moving more northward, toward 2018 GOP D.C. roadkill.",876584 +1,RT @SenSanders: We have a president-elect who doesn't believe in climate change. Millions of people are going to have to say: Mr. T…,584136 +2,RT @JavedIqbalReal: Pakistan ranks seventh in the 10 countries that are most affected by climate change globally.https://t.co/hoRD7J4oRZ,9421 +-1,RT @JunkScience: NOAA is adjusting temperature data to match global warming theory. https://t.co/f0dAG3m2od… https://t.co/Ci51An9iNg,102017 +1,"RT @KennethBerlin: Our work to solve climate change, one of the greatest challenges humanity has ever faced, has never been easy. What…",250096 +-1,"RT @charliekirk11: I am not concerned about global warming + +I am however terrified of global government",451699 +0,Before global warming you could snowboard A mountain :/,987551 +0,"@khadseraksha +Dear tai my idea for the global warming and climet chenge as a world class please need a help to shere my idea to pm please",632790 +2,"RT @Brasilmagic: At G-20, world aligns against Trump policies ranging from free trade to climate change - The Washington Post https://t.co/…",460376 +-1,"Notice they changed it to climate change. Look at the graphs they produce, 6th grade math from the 70's ciphers the… https://t.co/L8m2377UIA",197726 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,983087 +2,RT @TIME: Al Gore says he hopes to work with Donald Trump to fight climate change https://t.co/gbhzREvqAO,454686 +-1,@_Makada_ Warned them about that 'global warming' snow storm in late April. ��������,618340 +-1,@MikeHudema Anyone who thinks those three towns' coastlines are eroding due to climate change needs to repeat 3rd g… https://t.co/CZO8SY0rXO,957428 +2,Republican green groups seek to temper Trump on climate change https://t.co/AEiA7KCTq7,830909 +1,We shouldn't expect the PM to be the only culprit for inaction on climate change. There is a whole bunch in people in government#qanda,465398 +2,RT @likeagirlinc: Coal lobbyist Trump attorney seeks to bypass US kids' climate lawsuit | Climate Home - climate change news https://t.co/J…,478873 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,861793 +1,"RT @HuffPostPol: Trump's nominees say climate change is real, but they refuse to deal with it https://t.co/WcG3BjfWwC https://t.co/2seEac3z…",492668 +2,"RT @energyenviro: Germany, California to tackle climate change together https://t.co/kTXZ9mmRaJ via @Reuters #Germany #California #ClimateC…",832759 +0,"RT @simonbullock: Tackling climate change in the #Autumnstatement: + +4 red lights, 2 amber and 1 green for Hammond and May https://t.co/P9E…",2355 +2,RT @Biodirecta: #news #biotech Mustard seeds without mustard flavor: New robust oilseed crop can resist global warming https://t.co/BNYkYe6…,469583 +1,RT @Alyssa_Milano: This is huge. Kids suing the government over climate change can proceed to trial: https://t.co/C53TlAEN13 via @slate,621019 +1,"Yes, and not only in the future tense. (That is: Americans have already died because of climate change.) https://t.co/qbVh9YbGcc",220336 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,830324 +1,November 1 the high is 85 and the dude running for president doesn't think global warming is real,752125 +1,The choice is not jobs OR climate change: it's jobs in clean energy or doing nothing while the world burns.… https://t.co/fbu3hhSDK5,821692 +2,Vatican urges Trump to reconsider climate change position https://t.co/otS1CnJQfE # via @TheWorldPost,829709 +2,Theresa May urges President Trump to rethink climate change stance: … Paris agreement and… https://t.co/ZhztdrwA57,867921 +1,"RT @ErikSolheim: US Defense Secretary: climate change is a security threat. +A 'driver of instability' +No question!…",169456 +1,"wait hold up lemme get this straight +there are people who think global warming isn't a thing??",741942 +0,PoemStone: 'Keeping it Real': The most relevant post on 'global warming' now https://t.co/45tOhF5DLL,762902 +1,"RT @Delo_Taylor: Not only do I deny global warming because of the weather, I also think world hunger is a hoax because I just ate. #IAmACli…",929563 +-1,RT @TrumpNewYorker: The concept of global warming was created by and for the Chinese in order to make U.S. manufacturing non-competitiv…,895545 +2,"RT @ddale8: Trump's Environmental Protection Agency chief on climate change, two months ago: 'Is it truly man-made?'… ",509446 +1,RT @scifri: Here's how to talk about climate change with a denier: https://t.co/IdUpF3fP9D,589244 +1,RT @c40cities: Global #MarchforScience protests call for action on climate change: https://t.co/almVd3hE9M https://t.co/wyve2X7nu7,629472 +1,"Been watching #BeforeTheFlood this evening, I hope it helps inspire people to act to stop climate change - now! https://t.co/DiFF9GObCN",557537 +1,"RT @KennethBerlin: Our work to solve climate change, one of the greatest challenges humanity has ever faced, has never been easy. What…",827016 +0,@INTLROLEPLAY ofc because that global warming,581185 +0,@NatashaLuleka lmao. I'll sell once you've donated your nose to the people who are fighting global warming. Save us please 🤣,175793 +0,RT @js_edit: Skeptics are people who demand evidence. People who ignore evidence are 'deniers'. There is no such thing as a climate change…,23477 +1,RT @drvox: My new post: It’s okay to talk about how scary climate change is. Really. https://t.co/UOOlaKoCOp,282785 +0,"As it's the #firstdayofspring, listen to what Woolf, Joyce, Forster and Wells thought of climate change on Ep 2! 🌼 + +https://t.co/y5aH6SPejM",221004 +2,RT @XHNews: China to launch nationwide emissions-trading scheme. Will this help fight climate change? World Bank VP Laura Tuck…,667088 +2,"RT @NYTScience: Rex Tillerson and Exxon had a turnaround on climate change. Was it a sincere change of heart, or a cynical PR shift? https:…",493912 +1,"If Bill Nye wants me to help reduce climate change, well then dammit I have to do it.",700831 +2,RT @TheEconomist: Efforts to limit global warming will not stop the Arctic melting #factoftheday https://t.co/jW1PHcy3jc https://t.co/fMp7…,562806 +1,RT @jackbenedwards: HOW is the big fat wotsit man able to claim that climate change doesn't exist when HIS COUNTRY IS LITERALLY ONE OF THE…,967787 +1,I just joined @NatGeoChannel @21CF in combating climate change. Take action #BeforeTheFlood https://t.co/Zv0T2NLMT8,39045 +1,@realDonaldTrump bruh. It's January. Might wanna rethink the whole global warming thing. https://t.co/RPBVAHXiNp,322194 +2,"RT @CBCNews: Trump win a 'disaster' in the fight against climate change, scientists and environmentalists say…",316596 +1,RT @Tabbie_B: @algore watch how bad climate change will b w/ban on plastic bags & increase in cutting trees for grocery bags. Stop it b4 it…,615337 +1,"Trump has met with climate activists since his election, but he's appointed climate change deniers to his cabinet… https://t.co/4gxfiAtPuT",646197 +0,RT @MaddowBlog: The 2009 ad signed by the Trumps imploring Obama and Congress to act on climate change https://t.co/g0qgyGeVL3,690029 +0,RT @IAmKingSlater: you don't believe in global warming? you must have two phd's in the realm of science,290799 +2,"RT @hrkbenowen: EPA boss: Carbon dioxide isn't main cause of global warming + https://t.co/3ZTPEVWTuT",714706 +2,EPA removes climate change information from website via /r/offbeat https://t.co/cr7ifu7aJ7 https://t.co/jfnnqwUr1r,463181 +1,@tory_miller89 you're right he doesn't like facts..hence the global warming that's agreed by 98% of scientist but trump knows better right 🙄,714345 +1,RT @TREEAID: Soil health is the key to tackling climate change and #foodsecurity Trees play a big part in soil retention improv…,943661 +-1,"RT @Carbongate: Physicist - CO2 does not cause climate change, it RESPONDS to it - Video https://t.co/lySZb7ydcP",162018 +2,RT @aroseblush: �� Insurers count cost of Harvey and growing risk from climate change ��https://t.co/kjwqwTjTQ5,250061 +1,"RT @AngrySalmond: The DUP are anti-abortion, oppose same-sex marriage, deny climate change and support the death penalty. They're now There…",752988 +1,RT @BetteMidler: We are so fucked. Trump picks climate change denier for EPA team @CNNPolitics https://t.co/FmMc1OVZUn,903770 +1,I wonder how many cities a country has to lose to climate change before they decide it's real and happening. Three?,947272 +2,How will global warming affect Colorado River flows? - Summit County Citizens Voice https://t.co/GzOlEgCTxQ - #GlobalWarming,424490 +2,"Iran, Pakistan vow to boost cooperation on climate change https://t.co/ihpmXAvPGL",131808 +0,@trooper2121 @MelOBrienOregon. Part of common core- they push climate change also,889254 +1,"Since iron is a limiting factor in phytoplankton growth, dumping iron in the ocean could help fight climate change @FulweilerLab #BUOceans",443055 +0,"RT @DennisPrager: You want clarity on climate change? Watch these two 5-minute videos. +https://t.co/TD1S06Us1F +https://t.co/YOqTY9eei2",863533 +-1,"RT @licialopez16: good news: our next president doesn't believe in climate change!! at least we'll have a good economy though, earth ain't…",50397 +1,@POTUS not mt coyntry if you load cabinet with people who deny global warming womens rights education and health care. U are 4 the rich,838964 +2,RT @sciam: China criticizes Trump plan to exit climate change pact https://t.co/BxZFX1Xgxc https://t.co/tB92yrH6Bk,730867 +-1,"We just had an election about 'global warming.' +Fake Science lost bigly. +@beaglehaus @BurkeanBeer @kurteichenwald @cspanwj #PresidentTrump",945393 +2,RT @TIME: How climate change could make extreme rain even worse https://t.co/LKkBirWBtR,453248 +1,RT @guarebel: More mass shootings. More black people being murdered by police. Women still earning less than men. No climate change policy.…,315948 +2,RT @CdnPress: Barack Obama decries lack of U.S. leadership on climate change https://t.co/FEogyQn9Mx https://t.co/rFqYelN9wL,90514 +2,ADB rings the alarm about climate change impact on Asia https://t.co/EJykPC6EhS via @cgtnofficial,69522 +1,"RT @NasMaraj: Yeah Donald Trump is president, global warming is in effect, bees are nearing extinction, and terrorist attacks are becoming…",131135 +2,"RT @BBCWorld: Al Gore on the Paris agreement, Trump and climate change https://t.co/I6Wo1Bh1sA",94992 +1,"RT @davidgraeber: for me, Q is: will they destroy the planet (thru war or climate change) first? If not, this will end up leaving the left…",575927 +1,MUST READ. We are doomed by climate change!! Please retweet https://t.co/gsUknCEUs0,420808 +1,"> Shia plants the flag at the North Pole + +> /pol/ leaves their cars running, speeds up global warming to melt the ice caps, & sinks the flag",96784 +2,How much longer can Antarctica’s hostile ocean delay global warming? https://t.co/hM3iGkzE0W https://t.co/8dmmQBwm3i,266126 +1,RT @Spilsfairy: How can you deny climate change?? Literally how??,443590 +-1,RT @JessieJaneDuff: These Obama people just won't go away: McCarthy drove Obama's climate change agenda and now plans to keep tabs on T…,252854 +1,"RT @IndivisibleNEIA: .@RepRodBlum personally purchasd $100,000-250,000 stocks @ Exxon. He also doesn't thinks global warming is man made. h…",896188 +1,I got on a whole winter coat 😂 it's freezing ... I knew my body wasn't gone adapt well to this climate change,87306 +1,RT @SenSanders: We have a president-elect who doesn't believe in climate change. Millions of people are going to have to say: Mr. T…,691471 +1,This is a really good read actually - taught me how to frame and explain climate change much better! https://t.co/p8JRaB2kgu,166628 +1,Really worrying news for future global warming in context of current #UKheatwave and Portuguese #wildfire https://t.co/63f3XBWDj9,819918 +-1,@natemckay20 my name Nate climate change isn't real XD,565584 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,667511 +1,"Welcome (back) to the Dark Ages. +EPA head Scott Pruitt denies that carbon dioxide causes global warming https://t.co/s7hfvRTYIr",671573 +2,"RT @NPR: 'I would not agree that [CO2] is a primary contributor to the global warming,' EPA chief Scott Pruitt said. https://t.co/edEpI5Yufm",554771 +1,"RT @ezraklein: 'China’s vice foreign minister told assembled reporters that, uh, nope, global warming isn’t a Chinese hoax' https://t.co/Im…",714016 +1,RT @Dani_McCaffrey: Sustainability = action on climate change = creating a basis for public health @MartinFoleyMP @greghuntmp #WCPH2017,166647 +1,RT @coalaction: A great turnout. Great to hear Labour and the Greens pledge action on climate change. Other parties: where were you…,68672 +1,"#BeforeTheFlood Watch #BeforeTheFlood right here, as @LeoDiCaprio travels the world to tackle climate change... https://t.co/HCIZrPUhLF",719879 +2,Spring came early. Scientists say climate change is a culprit. https://t.co/TGS4p4HhiE https://t.co/UPnWJEfMyy,373354 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,470532 +1,@PatrickJLavin The president believes climate change isn't real. How do we progress there? Especially when the US is doing so much damage.,434956 +1,RT @OnlyInBOS: When you want to enjoy nearly 70° in Boston today in February but deep down you know it's because of global warming…,549053 +1,RT @Lodizzle09: When you're loving the 60 degree weather but it's February and climate change is obviously a real concern. https://t.co/ll6…,468931 +1,RT @RoastMasterMatt: Friendly reminder that America just elected a man who thinks that global warming is a Chinese conspiracy theory.,712874 +2,"RT @archaeologymag: Archaeologists are racing to study middens at a site in Greenland, which are under threat from climate change…",402538 +2,Doctors unite to say climate change is making us sick https://t.co/239CIycp8M https://t.co/D0VRsl9SzD,176368 +0,Lebron Twitter is actually causing global warming.,585854 +0,"He saw a nuclear blast at 9, then spent his life opposing nuclear war and climate change https://t.co/To93J82pzL",426842 +2,Rick Santorum: I have 'concerns' about Rex Tillerson over climate change - Washington Times https://t.co/tmoi97mzT8,447279 +0,"RT @johnpodesta: Too bad he forgot what he wrote in Laudato Si, the Pope’s climate change encyclical, which he gave to Trump 2/2 https://t.…",461071 +1,"RT @jackbern23: So the DUP's inherent bigotry, homophobia, climate change and evolution denial should disbar them from mainstream politics,…",579286 +1,RT @honegger: Obama wanted to fight climate change. #Trump just wants to fight Obama. https://t.co/8ltFYLgx8T,991508 +2,"RT @CNN: In executive order, Trump to dramatically change US approach to climate change https://t.co/aEzuwgpX39 https://t.co/AZwiOpXMc7",989545 +-1,UN official actually ADMITS that 'global warming' is a scam designed to 'change world's econom… https://t.co/pEgoqqz3ni via @wordpressdotcom,389443 +-1,RT @davidicke: University scientists claim left-wing violence is caused by global warming… 'the planet made them do it'…,718471 +1,.@DFO_MPO .@Min_LeBlanc Harp seals are already facing threats from climate change without an early hunt. Have Mercy #sealhunt,251082 +-1,RT @CommonSense1212: There is no evidence of man made climate change. Warm days at the beach are always appreciated. https://t.co/aEIL8CLOgb,319052 +2,RT @SaleemulHuq: How climate change will threaten mental health -non economic loss and damage https://t.co/tDPXU17kzx,535465 +1,@schurre1 oh I believe in global warming 100% lol. I didn't mean to attack you directly there haha,975007 +2,How can we trust global warming scientists asks David Rose | Daily Mail Online - https://t.co/7HaTa13rOd,675211 +1,@bstein80 more federalism cannot solve national/international problems like climate change.,406426 +2,RT @realnewsvideos: #Russian President Vladimir Putin humans not responsible climate change https://t.co/P9wdEW3iPN,254144 +2,Will CBA's board vote against financing Adani – and against global warming? @CBAnewsroom https://t.co/a3rVHwodtd,431045 +2,RT @CNN: Is there a link between climate change and diabetes? Researchers are trying to find out https://t.co/IvTy1SCNC7 https://t.co/yWZXR…,80153 +2,Trump’s Defense secretary calls climate change a national security risk https://t.co/Ghs5Pft7tC,307497 +2,California Republicans face backlash for backing climate change program https://t.co/ki2A3c4u1R,103526 +-1,RT @CounterMoonbat: The people who predicted parts of Manhattan would be underwater by 2008 due to climate change are concerned about 'fake…,767794 +2,RT @deepuncertainty: Avoiding an uncertain catastrophe: climate change mitigation under risk and wealth heterogeneity https://t.co/ZeKWsG8v…,598873 +1,RT @ParaComedian09: Scott Pruitt is now claiming global warming is caused by Obama wiretapping.,545839 +1,RT @SenSanders: We have a president-elect who doesn't believe in climate change. Millions of people are going to have to say: Mr. T…,919577 +2,RT @spectatorindex: UNITED STATES: Department of Agriculture staff have been told to avoid the term 'climate change' and use 'weather extre…,531518 +1,RT @nowthisnews: Listening to Barack Obama discuss climate change will make you miss common sense (and then cry) https://t.co/2nhesGzUQM,327211 +1,RT @EnvDefenseFund: The fight against climate change: Four cities leading the way in the Trump era. https://t.co/nSd9h7FzZl,624049 +1,"RT @ddlovato: #IVotedBecause I believe in equality, we need comprehensive immigration reform, I am pro-choice and global warming IS real. #…",893442 +1,"RT @MollyMEP: Mark Carney: firms must come clean on exposure to climate change risks - #stranded assets agenda now mainstream +https://t.co/…",873443 +0,Disregard previous tweet. This comes before everything else. Even health care. Even climate change. No sociopaths… https://t.co/uYaBfVTDsH,644434 +1,"RT @owillis: Like all science, climate change can be challenged, but you have to challenge it with science, not some bs opinion you pulled…",121005 +1,Want to develop your skills in communicating climate change? Don't miss our FREE interactive workshop!@nicknuttgens https://t.co/2mmLUuvWVW,593536 +2,"RT @TB_Times: A Collier County resident complained that evolution and global warming were taught as 'reality.' +https://t.co/cSE6JmICj5",16014 +1,And climate change is a hoax? https://t.co/XCQxHHRK8d,410312 +0,RT @michaelcrowel15: @ezralevant No Ezra it is global warming! Maybe the 8 Billion litres of sewage dumped by Climate Barbie in Montreal. h…,474391 +2,Trump takes aim at Obama’s efforts to curb global warming https://t.co/sfaWIeLJwH https://t.co/dMv8rRhzij,975778 +1,RT @netw3rk: future generations will call the politicians and industrialists who pushed climate change denial for profit what th…,124855 +1,RT @BernieSanders: #ImVotingBecause the future of the planet is at stake. Hillary Clinton will combat climate change. Donald Trump thinks i…,533107 +1,"RT @doitfortheusa: .@realDonaldTrump Rather than have lawyers vet your tweets, why not have scientists vet your climate change agenda? #Pa…",901815 +0,@CNN not bad it will give room for talks like brexit terrorism migrant crisis climate change etc& how trump wants to sustain uk as an allie.,180675 +0,"RT @ULTRAVlOLENCE: Interviewer: 'What do you think about global warming?' +Melania Trump: 'Hello... He's kind he's strong, he's a great... c…",779442 +1,"@sluggoD54 believe whatever you want, it's irrelevant to physics. You wanna deny climate change? Cool, it's still happening",705570 +-1,"RT @LeahRBoss: North Korea is what happens after 8 years of fighting over bathrooms, and whether or not cow farts cause global warming.",824185 +1,RT @UniofOxford: What if we all turned vegan by 2050? It's the way to beat climate change argues Dr Marco Springmann…,623278 +1,How will the world's hottest #city (#Kuwait) survive #climate change? • @guardiancities • https://t.co/dXME4kRBJU #mitigation,361507 +1,"RT @badrujumah: There are risks posed by climate change and growing youth populations, however i recognise youth can uniquely shape…",785207 +0,RT @Kappa_Kappa: If climate change isn't real how come I keep getting hotter,773888 +1,Humans have a choice: die of apocalyptic climate change or die in tech wars.,847477 +1,RT @Greenpeace: Women will suffer more from the impacts of climate change. This is a fact https://t.co/FSQIn9ro0G https://t.co/KPr0AI9Dx6,306688 +1,"RT @bkunkel3: Insurers talk a lot about climate change, but most still do business in coal https://t.co/anFTyFXQMK via @HuffPostPol",517113 +2,RT @thehill: Arnold Schwarzenegger teams up with Macron to fight climate change: https://t.co/PgVoNyY5ht https://t.co/Ep8LoewfXm,310660 +1,"RT @markhumphries: .@sharpfang You're right, we should be more tolerant of this pussy-grabbing, KKK-endorsed climate change denier.",600250 +1,RT @BoingBoing: #Halloween's ok but if you really wanna get scared watch this new @NatGeo​ climate change doc with @LeoDiCaprio https://t.c…,462662 +2,"ASIA must spend $26 Trillion on infra by 2030 to battle poverty, boost economic growth and fight climate change: ADB https://t.co/VaJMgOTRIG",637360 +1,RT @Independent: The proof that something terrifying really is happening with climate change https://t.co/fle5ks3xm9,595297 +0,"RT @MarkDiStef: Tim Ball starts by thanking Malcolm Roberts for his first visit to Australia, calls global warming 'the greatest deception…",164225 +2,Congress thwarted Obama on climate change goals - Miami Herald https://t.co/3T71kthOT4 via #hng #news #political https://t.co/ZxrmLNjNaa,847910 +2,RT @MotherJones: Exxon investors staged an unprecedented fight against the board over climate change—and won https://t.co/k8cre8L6D8,627878 +1,RT @ClimateChangRR: Will we miss our last chance to save the world from climate change? #auspol https://t.co/ZKyPOXWY2c https://t.co/vneDJt…,687449 +1,RT @BCGreens: BC used to be a leader in the fight against climate change. This election is our opportunity to lead the world agai…,505301 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,163464 +1,Pruitt doesn't think carbon dioxide is the primary contributor to global warming? This man is in charge of the EPA?,335159 +1,"RT @elongreen: This @onthemedia episode on reporters and climate change is beautifully executed, and ought to be heard by all. https://t.co…",385870 +1,"RT @Doylethegreat: Millennials: we all wanna die constantly +Boomers: *elect a fascist climate change denier as President* +Millennials: touc…",660186 +2,"RT @cantabro: Europe faces droughts, floods and storms as climate change accelerates https://t.co/bOr8Me3BRJ",858604 +1,RT @UKenyatta: This Agreement is the beginning of transparent global action & support to address the challenge of climate change i…,280045 +1,Got castastrophic climate change?Brutal Basics of Factory Farming All n One Video Wthout th Gore https://t.co/l3ZaZa5WRF via @onegreenplanet,958622 +1,"RT @danagram: Among #Buddhists, A green armband means 'I'm concerned about climate change, I'm doing something about it, and I plan to do m…",615975 +1,Designed to spread awareness about global climate change.#nomorewarmwinters! https://t.co/DVOfHmNJfD,31378 +1,"#Calexit began before the primaries. It's about economy, climate change, and why California is so different from th… https://t.co/bsVYA9Nyfg",909994 +1,RT @nature: Increased use of air-con. due to climate change could raise US peak demand elec. costs by $180bn #ResearchHighlights https://t.…,20880 +0,@AlexBWall The irony here is that the term 'climate change' itself is a Frank Luntz creation intended to soften the danger of global warming,717085 +-1,RT @kwilli1046: Al Gore admits Paris Accord won't solve the issue of 'climate change.' https://t.co/5ULwaCQjpr,45510 +1,#Women4Climate Initiative will empower female leaders to take action on climate change. Stay tuned this March for o… https://t.co/PE6TJbVMD3,821601 +2,"RT @CNN: 'Human activity' is 'a major driver of climate change,' says Obama's former Energy Secretary @ErnestMoniz https://t.co/u2Sypicc99",781326 +1,We need party who actually cares about the Environment. I am sick and tired of people who claim they understand climate change but do not.,652741 +0,RT @johnmcinroe: Andy getting stuck into @theresa_may about rolling back climate change commitments.Good boy! #allinformurray,964062 +1,Tuesday I was wearing boots&a hoodie... today I'm in chocos&a tank. If you don't believe in climate change we need to exchange words.......,988356 +2,EPA chief says carbon dioxide is not a 'primary contributor' to global warming https://t.co/6c141PbWf5 https://t.co/J5c74Qf7Be,344064 +0,Nicole on trumps budget: we can fight climate change with the military,957179 +1,"RT @jphever: it's sept. 2 and it's autumn in the midwest, texas is under water, and california is on fire… +can we talk about climate change…",875203 +1,"RT @KamalaHarris: I stand with @JerryBrownGov in saying that California will not back down on climate change. +https://t.co/xP8Y6eSmyx",684274 +2,Gov. Jerry Brown warns Trump that California won't back down on climate change https://t.co/JpHGHuu0ju,410340 +1,jonathan toews instagram rant about climate change is the gift that keeps on giving https://t.co/LoywpgcuBp,102000 +1,"RT @AstroKatie: In case you were wondering: no, 4 years of US-led inaction on climate change will not go well for the planet. Now is when i…",33639 +1,"RT @AstroKatie: In case you were wondering: no, 4 years of US-led inaction on climate change will not go well for the planet. Now is when i…",20788 +0,"RT @CoffeeBuffet: Stop worryin bout trump, isis, computer viruses, AIDS, ya moms & mans, global warming, world hunger, the war, n SMASH THA…",623653 +2,RT @washingtonpost: Trump’s pick for Interior secretary can’t seem to make up his mind about climate change https://t.co/Gn1UEmHnA5,637371 +1,"climate change & intersections of race, environment and poverty. https://t.co/oqEoptiQhI #climatechangeisreal",237946 +1,"RT @Donalds_Diary: Just deleted climate change from the White House website. +Congratulations America, you elected a moron!",255604 +1,RT @PaulMcDivitt: The most effective individual steps to tackle climate change aren’t being discussed https://t.co/0C2gojtcUt https://t.co/…,881560 +0,@CrReaM global warming,677250 +2,"RT @TPM: Under Tillerson, Exxon under investigation by state AGs for allegedly downplaying the risks posed by climate change… ",498421 +2,Does Trump buy climate change? https://t.co/w2rWDrt6d3 via [CNN Int.],362957 +1,"RT @NatCounterPunch: Pingos may sound cute, but they are one more piece of evidence that global warming is a real threat to humanity.…",405960 +2,RT @CNN: Jill Stein: Al Gore needs to 'step up' in climate change fight https://t.co/ryFh7HOWw3 https://t.co/L4Oc7Kjr5D,372295 +1,RT @SenSanders: We have a president-elect who doesn't believe in climate change. Millions of people are going to have to say: Mr. T…,354672 +1,"RT @LeoDiCaprio: Want to stop climate change, @UWM? See #BeforeTheFlood at your University #BeforeYouVote. +https://t.co/ubMubJMbkv",755110 +2,"On climate change, Scott Pruitt causes an uproar - and contradicts the EPA’s own website https://t.co/huv76fuROq",226459 +0,Watch the climate change documentary by Leonardo DiCaprio 'Before the Flood' {full movie} • National Geographic • https://t.co/XfS15XihIG,304112 +1,for the environment because it encourages people to start using reusable bags. It was a small step towards helping global warming and he,586231 +1,@ScottPresler The anti-vaxxers and climate change deniers think that they're on the side of facts. what a fucking joke. fascist dipshit.,601732 +0,I thought you'd like to know that pasta in mystery red sauce and climate change were on the menu tonight… https://t.co/YrfteDMXt6,570068 +-1,"Tree-huggin' hippie! Man walking BAREFOOT across America to protest climate change, 'save the earth'… https://t.co/TS5f2lfkEY",483441 +2,"Curiosity—not just knowledge—about science influences public perceptions about vaccines, climate change https://t.co/MD62IEeBy4",913260 +2,RT @political_alert: Statement: The Australian Government has ratified the Paris Agreement on climate change and the Doha Amendment to t…,994687 +1,I just joined @NatGeoChannel @21CF in combating climate change. Take action #BeforeTheFlood https://t.co/4ERULrPRBE,496309 +0,@wsbtv @NicoleCarrWSB we need more babies to flood the planet with! Because nothing says 'screw global warming!' like more babies!,885470 +-1,@MeosoFunny Oh yeah...Al Gore the scientific proponent of 'global warming'!!!!!!!!������������������������������������������������������������������������������,699676 +1,"RT @krisnair_: With all the global warming and climate change, how can this be a white Christmas ?!",989633 +2,RT @Channel4News: .@LeoDiCaprio calls on citizens to vote for “people who believe in climate changeâ€; @realDonaldTrump has called it…,460524 +1,and he needs to honour climate change commitments! #Trump #ParisAgreement https://t.co/cc5f5AfepC,961582 +2,RT @tveitdal: Sea Level Raise: Indigenous Canadians face a crisis as climate change eats away island home https://t.co/2eZgUgDP55 https://t…,289241 +1,RT @NatGeo: These powerful photos show how people around the world are taking a stand against climate change: https://t.co/QapKyNHDfr #MyC…,257415 +1,"RT @BCGreens: Our #agriculture plan: $40 million to fund research, and support local farmers to adapt to climate change. #bcpoli https://t.…",234607 +1,Anti climate change stooge as well. https://t.co/XLKRXcRFjS,477594 +1,RT @peta: The meat industry is one of the biggest causes of climate change. Make the green choice and #GoVegan2017! https://t.co/wPlrIHZ8R0,663504 +2,RT @EcoInternet3: Study: Some tree species unable to adapt to #climate change: Duluth News Tribune https://t.co/276GghJ8Mt #environment,246071 +1,RT @BernieSanders: 'The concept of global warming was created by and for the Chinese in order to make U.S. manufacturing non-competiti…,467812 +1,RT @ClimateCentral: Here's what climate change looks like to Uganda's coffee farmers https://t.co/g3P7BDdmtf via @NPR https://t.co/sgTJHhlW…,921140 +1,Anyone know any open source projects working on problems related to climate change?,151340 +2,"RT @sciam: From climate change to public health, here's how President-elect Donald Trump views science https://t.co/SRrEKVqGym https://t.co…",125843 +1,"RT @UN: #ParisAgreement on climate change is just the start. + +Climate action is unstoppable. + +Here is what the UN is doing:…",576985 +2,Did Trump just change his mind on climate change? Who knows https://t.co/TJuMY1vTQB via @Verge,814543 +2,RT @pressprogress: Conservative leadership candidate: climate change is not a 'scientific issue' https://t.co/BNW7qaEgw9 #cdnpoli…,251353 +1,"RT @BernieTheBest1: We are all Zach: 'You and your friends will die of old age & I’m going to die from climate change.' +https://t.co/UOscUI…",412953 +2,RT @joelpollak: Times columnist blasted by ‘nasty left’ for climate change piece | New York Post https://t.co/kO3zGDVrYo,450418 +1,G20 summit shows Trump took U.S. from first to worst on climate change in under a year: At the… https://t.co/tgRfOp0swU #Tips2Trade #T2T,615533 +1,RT @RichardDawkins: President Trump may destroy America but maybe we can stop him destroying the world. Sign the climate change petition ht…,950250 +-1,Hello @POTUS have you stopped spending money on climate change now? #Day1Promises #Obamacare #MAGA https://t.co/KN270n5ptT,782395 +1,RT @DARIOOO8: 60 degrees the day after Christmas and bad hombre Trump thinks global warming is a Chinese scam,266292 +1,RT @mmfa: Trump's budget would devastate the network leading the way on climate change reporting: https://t.co/pZFbnsRxBE https://t.co/qisJ…,679377 +1,RT @SenSanders: We have a president-elect who doesn't believe in climate change. Millions of people are going to have to say: Mr. T…,922134 +2,"https://t.co/iUKDKLe5Zu - Starbucks, Nike, and hundreds of other companies beg Donald Trump to fight climate change https://t.co/RnacWKb2Hp",464436 +2,Kids are taking the feds -- and possibly Trump -- to court over climate change https://t.co/GrqByvtxnb by #CNN via @c0nvey,498680 +1,RT @rmasher2: Energy Secretary who doesn't believe in climate change. Education Secretary who doesn't believe in public education. We. Are.…,456859 +1,RT @amayawful: this is called 'climate change' or aka 'our planet is dying hastily' https://t.co/OX4WbkM15V,672800 +2,RT @thehill: Trump admin tells EPA to take down its climate change webpage: report https://t.co/GnGqpUjn6B https://t.co/eEYkNjECO0,191282 +0,@TheMaryseFan @l so by your logic Donald and his supporters say climate change is not real so because it's more than one saying it it's true,597882 +2,What mackerel and a volcano can tell us about climate change https://t.co/vC86wUIZ6x https://t.co/QxpykjkxyL,183127 +2,RT @CNN: Is there a link between climate change and diabetes? Researchers are trying to find out https://t.co/SMukw9yLCE https://t.co/7OiLl…,83551 +1,RT @yo: The state that will be most affected by climate change (#Florida) is voting for climate change denier...…,906186 +1,You can thank climate change for adding delicious mercury to your seafood. https://t.co/otV4pKeHoW,940072 +1,"racist, homophobic,sexist, republican,who screw his daughter, grabs p******, thinks global warming's a hoax started by China #NotMyPresident",949710 +2,#DailyClimate Pacific Island countries and climate change: Examining associated human https://t.co/TnMBReiAF0,550848 +1,RT @Davos: 7 things NASA taught us about climate change https://t.co/B2B7OZSD59 https://t.co/hAKtILc8C6,786327 +1,RT @tingilinde: global warming and non-linear impact to crop yields .. hot is *really* bad https://t.co/N2ueKOymxE,376751 +0,Differences in climate change #GHToday,888567 +1,RT @Independent: Artists visualised what climate change could do to New York and it's breathtaking https://t.co/MG9Mb9bFkg,765167 +-1,RT @AFreespeechzone: Merkley co-sponsors aggressive climate change bill @SenJeffMerkley #BullShit #FakeScience https://t.co/POARqlkWhB http…,400566 +2,RT @CNN: President Trump dramatically changes the US approach to climate change https://t.co/pNKLybArjd https://t.co/4IDI5w2QbH,191132 +1,"RT @MissLilySummers: Except pushing LGBT+ rights, addressing climate change, opposing Russia's aggression etc etc. https://t.co/77LxliH9I0",648960 +1,RT DinaSpector: Donald Trump doesn't believe in climate change — here are 16 irrefutable signs it's real … https://t.co/zdExaLdxOv,698245 +1,"RT @ClimateHome: ‘Shell knew’: oil giant's 1991 film warned of climate change danger, then they lobbied against action for decades https://…",761709 +2,Governments and companies to be hit with 'wave of legal action' over climate change https://t.co/s0Oq4SRzmM,552042 +1,"Yes climate change is real, but it also only raised avg temps about 1.5 degrees, every time it's warm it's not Bc of global warming 😂",608834 +1,if you don't believe in climate change then I'm just gonna automatically assume you voted for Trump 😇,694098 +1,RT @Independent: Artists visualised what climate change could do to New York and it's breathtaking https://t.co/FfY7aPiDRd,793095 +0,@janekleeb can you be more specific? Which corps/co.s paying @TysonLarson to stall climate change legislation? https://t.co/yB2ySLLA13,522914 +0,@SethMacFarlane I think we're looking at an America that is voting on more than just climate change.,537121 +1,"RT @exinkygal: .@SenToomey Please make clear to .@POTUS that climate change is real. Green jobs matter. Stop hurting Americans health, econ…",798862 +0,"@mikethe132 he made good points abt common claims, but he didn't debunk climate change, he debunked popular arguments, NONE of which I use",313248 +1,"RT @JilliRobi: Welcome to America. Where we deny climate change, men brag about rape, and the KKK supports our president. #notmypresident",338688 +0,I like how we're all just ignoring global warming lol ☹ï¸ https://t.co/75a8aFwRfJ,649222 +1,Adapting to climate change.. https://t.co/N2jbgezAQ0,571516 +1,RT @ManMadeMoon: 'Harvey is what climate change looks like in a world that has decided that it doesn’t want to take climate change s…,259291 +2,RT @TreeBanker: More people now believe human-made climate change is happening https://t.co/w4wkDjPqtD,364901 +0,RT @billmckibben: The Orthodox Patriarch Bartholomew delivers strongest words on climate change I've ever heard from religious leader https…,965249 +2,RT @Independent: Scientists have just discovered something on Antarctica that could make climate change even worse https://t.co/xHwa26I8tr,575084 +0,@yolandenorris *climate change,145319 +1,Independent tests have verified our motor oils have a 67% lowered global warming potential- choose green with GLUS https://t.co/nFGYRdm98c,495809 +-1,RT @ClimateDepot: Spencer: 'What a powerful theory..even more amazing is climate change can be averted by just increasing your taxes' https…,163775 +1,RT @MSR_Future: https://t.co/tgqIhxDsO0 #ClimateChange The Guardian view on climate change: Trump spells disaster | Editorial https://t.co/…,744499 +2,"RT @marklevinshow: More 'climate change' lies, says former top Obama official https://t.co/PSiI96YwZ9",376167 +1,RT @alanwilliamz: .@guardian - Hilarious you've referenced Matt Ridley to defend #fracking. He's a climate change denier with a confl…,428890 +2,"RT @BBCBreaking: UK government signs Paris Agreement, world's first comprehensive treaty on tackling climate change https://t.co/hDaFst5PFc…",464374 +1,"RT @stevesilberman: .@Google makes big committment to slowing climate change, becoming the largest corporate buyer of renewable energy. htt…",592067 +2,"Xi Jinping’s Davos speech shows how China is shaping up to be a world leader on #climate change, writes @lordstern1 https://t.co/dp5CnUtMTP",581131 +1,RT @guardian: The top five worst things Donald Trump has done on climate change – so far https://t.co/GjhFwkUmqC,910375 +1,"RT @richardbranson: From UN reform to refugees, conflict resolution to climate change – inside the work of @TheElders…",926709 +1,RT @Riselda: All the #badlandsnationalpark tweets proving climate change facts and statistics are gone. 😢#silencingthetruth,110243 +2,"US budget broadside on climate change +By Kieran Cooke +https://t.co/2hb3w2XnBX #climatechange https://t.co/s2fT2p2HFD",173259 +1,RT @ajplus: What if we planted a tree every time President Trump denied climate change? That's what Trump Forest is all about. https://t.co…,546698 +1,"RT @NathanHamm: You can be pro-life or you can deny climate change. + +You can't do both.",326505 +1,Well I guess if you're a coal miner then you really don't give a fuck about climate change anyway.,867382 +1,RT @ChristianFoust: The discussion of man made climate change in 1912. We must act now. #ActOnClimate #wiunion #wiright #Science https://t.…,267428 +2,Oman's mountains may hold clues for reversing climate change https://t.co/eH0iJtfxtn vía @SFGate,58318 +1,@JamwalNidhi Not that easy to blame climate change though we know increasing temperatures can lead to enhancement of such rain events.,944651 +1,"RT @iownjd: Don't know how people can still deny global warming and climate change, it's November and it feels like its midsummer outside.",839402 +1,"RT @SSludgeworth: After you round up all the climate change deniers, is there a Final Solution? https://t.co/vkSkNzQ0K1",269095 +2,RT @brontyman: Wis. agency scrubs webpage to remove climate change - USA TODAY @KHayhoe https://t.co/IlyvL0BjeC,633131 +0,"RT @handsock_butts: Reporter: Trump, what are your thoughts on global warming? + +Trump: Rearrange 'Miracles' and you get 'Car Slime' This me…",5898 +1,RT @NRDC: Women are disproportionately affected by climate change. We are also the next climate leaders. https://t.co/Gnk9K0F49b #IWD2017,387582 +1,Does Trump know or even care that his beloved Mar a Largo estate will be under water without an agreement on climate change !,666414 +1,RT @eriucc: #envucc Dr Aine Ryall nicely concludes talk with asking how we involve the public in the climate change debate? https://t.co/yT…,33876 +2,"RT @guardianworld: Boris Johnson faces MPs over Farage, Trump and climate change https://t.co/8Tso1r8nl6",987755 +0,"RT @EricBoehlert: i'm glad you asked... + +'e-mail' mentions on cable news since Fri: 2,322 +'climate change' mentions on cable since Fr…",336329 +1,"@RepAndyBiggsAZ Here's what your climate change denial is doing to your state, Mr. 'Einstein': https://t.co/QHuFMCGw7A",17790 +1,RT @foe_us: #PollutingPruitt lies and says CO2 is not a primary contributor to climate change. #Wrong https://t.co/QJLKAJiyar,796449 +0,RT @FashionPhases: Most scientists claim that recent global warming can’t be explained by... https://t.co/I079L8Bhdk #GlobalWarming…,729588 +1,"RT @auntieal1: So glad that so far, this info remains available. Steer climate change deniers here. +https://t.co/pCdeGhI9Yu",290662 +1,"Spent 6 years learning and understanding climate change. Now we have a republican house, senate, & presidency. This is the epitome of defeat",948554 +0,RT @350: A multimedia series about how 2 young lives are altered by the link between climate change and child marriage:…,695686 +1,RT @BillMoyersHQ: #Trump’s election comes at a crucial juncture in the fight against climate change — and it’s devastating https://t.co/2u1…,873502 +-1,"‘Bill Nye, #Eugenics Guy’ has a solution for climate change: Netflix and govt. regulated chill #Science https://t.co/sxIAYpS9wn",783254 +1,RT @UNEP: Tackle climate change closely tied to conflict prevention - incoming #UNSG @antonioguterres explains:…,835543 +0,RT @Lucas_Ranch: I understand the impact of global warming as I once had to DOUBLE apply sun screen while on a Bahamian Island vacation. #t…,524895 +2,RT @guardiannews: Donald Trump begins tearing up Obama's years of progress on tackling climate change https://t.co/ZMBw5Drgza,276176 +1,EDITORIAL: Communities can contribute to climate change effort https://t.co/vb7J9L1upy,920342 +1,Good thing DTrump is clear that global warming is a myth... https://t.co/It6TZuaskX,170642 +1,"RT @nadinevdVelde: Ted Cruz interview on Climate Change 'scientific evidence doesn’t support global warming....' Houston do you copy? +http…",784849 +2,RT @FastCompany: Michael Bloomberg says cities must now lead the way on climate change https://t.co/piMjjybVrl https://t.co/CwP83D62dZ,251525 +1,RT @RichardDiNatale: The only mention of the environment is new funding for gas. That’s how seriously this Government takes climate change.…,991883 +1,@billshortenmp Mt Baw Baw have only 5 out of 7 lifts open. Must be global warming. Still selling coal to China and India when elected?,416723 +0,"RT @goodoldcatchy: All terrorism is a threat, but what about climate change? Do you expect people to listen to you with your record of…",259004 +2,"RT @insideclimate: The climate lawsuit filed by 21 kids, challenging the federal govt to slow climate change has a new defendant: Trump htt…",570840 +1,"RT @NYCMayor: In New York, we will continue to fight climate change head-on, investing in neighborhood resilience and reducing po…",271475 +1,RT @joshgad: The mourning stage is over. Now we fight. Putting a climate change denier as head of EPA is an act of war on our kids. #StandUp,496506 +0,They r good for causing global warming because of all the hot air they r expelling. Maybe they need to shut the hel… https://t.co/QWtV1OuoPE,590266 +1,"RT @MTVNews: The US may be led by a climate change denier, but we're a huge part of the climate change problem. https://t.co/k5SV2nynMM",140990 +-1,RT @sean_spicier: The President's plan to fight climate change is just about the most comprehensive no point plan ever conceived,493959 +0,RT @_Mine_View: She causes global warming (1/2) @jason_cashh @SexySights @alldayicreep @MrCreeperpeeper @louisgaracares…,356865 +-1,@richardohughes @MaryCass95 @hidenhand1 @OpChemtrails I believe 'climate change' is GeoEngineering.. Dinosaurs? Who… https://t.co/V357xlhpet,915643 +-1,RT @chuckwoolery: Mayor of disappearing island faces Al Gore and shuts down global warming claim https://t.co/SqfyOnUnlr via @theblaze,464914 +2,RT @mariannethieme: Economist Nicholas Stern in 2009: 'People should give up eating meat to halt climate change' https://t.co/5eSQOmxV5s,100129 +2,Higher methane levels make fight against global warming more difficult https://t.co/3yfOKjqBxw przez @dwnews,160550 +2,RT @HuffPostPol: GOP plots to clip NASA's wings as it defiantly tweets urgent climate change updates https://t.co/5QSJltiHo6 https://t.co/O…,375509 +1,RT @ConservationOrg: The world is watching. It’s time to stand together against climate change. Take the pledge https://t.co/no1Sc3OPlB…,598666 +1,RT @PolitiFact: Energy Secretary Rick Perry dances around the facts on climate change https://t.co/kEDnagoCNU https://t.co/YH1jqVIlt3,53806 +1,"RT @dylanw: Scott Baio is a raging Trumper, Pat Sajak is a climate change denier, and Chuck Woolery is an anti-Semite. 80s TV is frightenin…",441143 +1,Isn't it time media held LNP& selves accountable for decade of blocking action on climate change & wasted ��for own… https://t.co/OVHpwY2234,290847 +1,RT @foxfire2112: While @TheDemocrats say they R 4 climate change solutions they keep putting oil pipelines across the US #Hypocrites…,178164 +1,RT @climatehawk1: A third of world now faces deadly heatwaves as result of #climate change | @olliemilman @Guardian…,853388 +1,"Say goodbye to global warming, GMs and pesticides! https://t.co/bCYvubx4BN Amazing new water technology grows giant veg and fruit.",740408 +2,RT @NPR: The lengthy questionnaire suggests Trump's promises to roll back efforts to combat climate change may dig deep. https://t.co/t2Er6…,69259 +2,RT @inhabitat: Al Gore fights climate change with 'An Inconvenient Sequel' https://t.co/hQLiYQ5voV https://t.co/eUGvEGnQX2,833296 +1,RT @davidsirota: “CO2 is linked to climate change” & “the healthcare crisis wasnt created by iPhones” shouldn't have to be sick burns or mo…,408114 +2,Residents on remote Alaska island fear climate change will doom way of life - USA TODAY https://t.co/RBvcV3lnOC,837317 +1,"term limits should hold just as much importance as taxes, global warming in this country.",786257 +1,"RT @ddlovato: #IVotedBecause I believe in equality, we need comprehensive immigration reform, I am pro-choice and global warming IS real. #…",259718 +2,"RT @sarahkimani: Morocco environment minister: we must find urgent, tangible solutions and actions to the challenge of climate change. #SAB…",829968 +1,RT @ClimateCentral: A new poster series takes iconic landscapes and imagines what they’ll look like in 2050 with climate change…,188982 +1,This picture is like a metaphor for global warming. Cool technology bro! gonna suck if everything melts on top of y… https://t.co/Ln8WuPPFnE,847673 +1,Why the media must make climate change a vital issue for President #Trump https://t.co/1cqkFb6K5z,436994 +0,"RT @RepStevenSmith: A CNN host said we should all vote for Hillary because she believes in climate change. + +These countries make one t…",933575 +1,"RT @ColinJCarlson: glad to know that climate change, and not a massive neo-Nazi affront to core american values, is where elon musk dr…",363728 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,345462 +2,Mayors look to tackle climate change at city level #WorldNews https://t.co/In6BlMhjqj,900412 +2,Saharan oases struggle as climate change takes a toll https://t.co/qUqAVbBRUA,401746 +1,RT @mags_mcm: @ global warming ur ruining my fall pls stop,430153 +0,@kelsmoregon yo we should call it climate change!,305892 +1,RT @JustSchmeltzer: ATTN: All reporters who fell for pure BS sales job that Ivanka/Jared were WH forces for climate change fight and LGBT r…,398153 +0,global warming is definitely real nigga stepped outside & instantly started baking,538403 +1,@nunavutnews canadian government should invite trump to churchill manitoba in fall to learn about global warming from polar bears ptofview,749852 +1,"RT @SEEC: #PollutingPruitt denies CO2 is a primary contributor to climate change, a view at odds with NOAA, NASA and science… ",427111 +2,RT @sciam: A new study has found a steady growth of moss in Antarctica over the last 50 years due to climate change…,294062 +2,"U.S. already facing consequences of global warming, as the report finds #climatechange #globalwarming https://t.co/hjUWTPqLLe",227716 +1,"What a surprise. #p2 #dems #GOP 'Trump to sack climate change scientists and slash EPA budgets, says official' https://t.co/O2YXO7s5MK",725825 +1,The best perspective on renewable energy for climate change deniers. https://t.co/rqHaqSbsGq,62794 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,565338 +-1,RT @BreitbartNews: “We who voted for you consider stopping this climate change madness one of your key promises.” https://t.co/T5SwawFtn6,279551 +1,"RT @narendramodi: Talked about furthering cooperation in key areas like agriculture, energy, environment, climate change, sports & culture.",681233 +1,RT @Fusion: America is about to become the only country in the world with a leader who doesn’t think global warming is real.…,312682 +2,RT @MotherJones: Donald Trump's interior secretary pick doesn't want to combat climate change https://t.co/rpp5tjKw87,109431 +1,RT @SenSanders: If we don't address climate change there'll be more conflict over limited resources. We must listen to scientists not fossi…,620569 +1,"RT @NatGeoChannel: Watch #BeforeTheFlood right here, as @LeoDiCaprio travels the world to tackle climate change https://t.co/LkDehj3tNn htt…",510744 +1,Why am I freezing in the middle of May when climate change isn't real @realDonaldTrump,382820 +2,RT @JURISTnews: Federal judge allows climate change lawsuit to proceed https://t.co/o7b2VpMDOX,971585 +1,I just joined @NatGeoChannel @21CF in combating climate change. Take action #BeforeTheFlood https://t.co/Sj2QZgVjx5,57127 +1,RT @Greenpeace: Sad :( Animals and birds which migrate around the world are struggling to adapt to climate change…,909808 +1,RT @NRDC: He claims the planet is cooling and questions climate change. Who is...our next energy secretary? https://t.co/qL1X7ruBdK,148661 +1,RT @Jackthelad1947: No Nation can fight climate change alone. #Auspol #COP22  https://t.co/5XZ96VqgZa #science #education #wapol #qldpol #n…,839354 +0,Frosted climate change flakes #BreakfastHistory @midnight,2664 +1,"RT @VimtoBaba: It's nice that the biggest criticism of our generation is attachment to tech and not causing wars, climate change,…",816570 +1,RT @jill_out_man: my republican montco teacher told us that global warming is a hoax & taxpayer dollars fund abortions at PP. can't roll my…,24891 +2,"RT @Acosta: In executive order, Trump to dramatically change the U.S. approach to climate change - https://t.co/tZpcnEI3xj https://t.co/Jch…",21454 +2,RT @9NewsAdel: The Labor Party is offering to work with the Federal Government on climate change policy. #9News https://t.co/qooqRsICsC,873099 +1,RT @Aiannucci: The US elected Trump but the rest of the world didn't.So what do we do if US policies ( e.g. climate change) threaten the re…,519780 +1,RT @BernieSanders: 'The concept of global warming was created by and for the Chinese in order to make U.S. manufacturing non-competiti…,971457 +0,"RT @kurteichenwald: In full page ad in NYT in 2009, @realDonaldTrump called for urgent action on climate change. Which does he believe? htt…",636253 +-1,So says global warming alarmists are unpatriotic racistsi urge him to look at.,985831 +0,#climatechange - https://t.co/rR0F0xgLHD Here's how to watch Leonardo DiCaprio's climate change documentary for free online,734542 +2,RT @thehill: Arnold Schwarzenegger teams up with Macron to fight climate change: https://t.co/wz7tfD9lVK https://t.co/Iir9ccNY8L,215501 +-1,RT @ScottAdamsSays: Did you know the consensus of experts says climate change has been good for the planet and it will get even better…,530783 +2,RT @ClimateNexus: CDC’s canceled #climate change conference is back on — thanks to Al Gore https://t.co/XsqWD8xswY via @washingtonpost http…,561384 +1,RT @kurteichenwald: Trump naming a key politician fighting against climate change action as head of EPA. Good thing Bernie-or-Busters voted…,524235 +0,Watch Leonardo DiCaprio's climate change documentary free for limited time https://t.co/xCXLUJ3WCC https://t.co/vfpPFL4039,57193 +1,"RT @PaulEMetz: Friend reminded me today: “climate change is a result of the greatest market failure that the world has seen”, as Sir Nichol…",577309 +1,RT @Greenpeace: Citizens all over the world are taking governments to court over climate change inaction. Big corporations are next…,353942 +2,RT @washingtonpost: The Daily 202: Evidence of climate change abounds amid extreme weather in the Pacific Northwest https://t.co/JS5zwhqkZi,553962 +1,"On Saturday morning, 200 hackers at UC Berkeley gathered to save federal climate change data before it gets erased.… https://t.co/UD4imgh9Ng",48767 +1,RT @davidwees: .@TylerNFlorida @DeathValleyNPS @passantino Park rangers measure the impact of climate change on national parks every year.…,590931 +1,@iamryanmcmanus I get that there a lot of shit things he can do to people in the short term but climate change is a big thing for me,714141 +2,RT @thehill: Wealthy Trump backers attend anti-climate change event https://t.co/ERfNJQY4Pp https://t.co/ZgNVu4msyN,668333 +1,"Global temperature development, here 2016 included. +Getting harder to deny man-made climate change +@NTNU @eptntnu +https://t.co/Ge7mhqlzES",672860 +1,RT @dogsrool_: Middle of November and the high is 88° but climate change is fake!!!,94204 +1,RT @Mr_DrinksOnMe: Trump's Presidency is like climate change. Every day it gets worse and Republicans try to deny it.,586344 +1,"RT @peterdaou: #Snowday is always that time when we have to explain the difference between climate and weather to climate change deniers. +#…",710897 +1,"RT @alecaxelblom: @AmbJohnBolton Can't believe no one has said this. But absolutely long term it is climate change, especially what w…",127691 +-1,"RT @LadyDurrant: Waste of our money! There has been little benefit from a £2 billion foreign aid programme to tackle climate change. +https:…",423837 +1,"RT @GrandSBIMedan: Tonight, we'll take part in #earthhour to increase awareness of climate change. From 8:30 to 9:30pm, switch off you…",787568 +1,Soils: Our ally against climate change https://t.co/RbyxThTOIK via @YouTube,705361 +-1,"RT @climateviewer: Rockets, Harry Wexler, and REAL climate change 1963 +Punching holes in the upper atmosphere causes chemical... https://t.…",768689 +0,"@TheRickyDavila no paying taxes, give USA away for Putin, investment from China, sexual assaults,stupid 'bout climate change'll make us sink",725385 +1,"RT @CarolineLucas: Donald #Trump isn't just bad news for the US – when it comes to his #climate change beliefs, he's a danger to us all htt…",207672 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,211705 +1,"RT @vegankrisha: Animal agriculture is the leading cause of climate change..and its cruel AF! +#GoVegan #climatechange #MondayMood…",170216 +-1,RT @KaptKan1: The Russians are making the climate change!,756968 +2,RT @amyrightside: US climate change campaigner dies snorkeling at Great Barrier... https://t.co/HToUo9txxe #greatbarrierreef,659390 +1,RT @SenSanders: We have a president-elect who doesn’t believe in climate change. That’s frightening for this country and the world.,665188 +1,well worth studying....#UKPoll Election 2017: What the manifestos say on energy and climate change https://t.co/42gbSrRg3m,469389 +1,RT @ItIzBiz: WTF is wrong with our species? Maybe climate change & #TrumpRussia are for the better. Maybe Earth needs a reboot? �� https://t…,745424 +1,"There is no such thing as climate change, it's just weather. And the moon is obviously bigger than Jupiter! #science https://t.co/vxhSHryQpC",771487 +2,Centrica has donated to US climate change-denying thinktank https://t.co/lALNJc3q7r,93177 +2,State #climate change actions on same path after #TrumpPresident. https://t.co/VEI0rZx3bk https://t.co/9SfUk6dA66,909180 +1,"Just to get this straight: everyone understands that the earth can't afford four years of doing nothing to combat climate change, right?",128095 +1,RT @twcuddleston: tories calling these climate change denying homophobic terrorist sympathising bigots 'allies' is just a tad scary https:/…,44068 +1,Nope no climate change here just weather https://t.co/CUyG94a0oF,8083 +1,"RT @KamalaHarris: Record-breaking droughts + long periods of flooding = what’s at stake in CA if we don't act on climate change. +https://t…",82270 +1,"Now @PHLPublicHealth is correlating hot & muggy weather with climate change, one of the first in the US to do so https://t.co/ao6gEpcVaq",224433 +1,please send him to Venus so he can experience what global warming really is. no walls can protect him there. right… https://t.co/vl1NevcQnT,989538 +1,@CP_XXXIII cause data is there... and people just choose not to believe it & many oil companies & people fund research vs. climate change,805016 +1,"RT @wwwfoecouk: Why was Trump advisor & #climate change denier Myrion Ebell visiting Number 10? +https://t.co/pqwrF3Hn3q https://t.co/xkjKU…",940390 +1,"RT @MotherJones: The Great Barrier Reef is in peril, and climate change will destroy it https://t.co/0Ufa6zdLcr https://t.co/mZmdlcXf3N",765811 +0,RT @AndyBengt: Vi ska inte glömma vem som är vice president. Mike Pence anser att homosexualitet är en sjukdom och att 'global warming is a…,421783 +1,"RT @GlobalEcoGuy: This is it. We have *this* window of opportunity to stop dangerous #climate change. We can, and must, step up! https://…",479937 +1,[please retweet] Analysis: Donald Trump is an international pariah on climate change - CNN https://t.co/MYC032Xov7… https://t.co/HPuHwp4Knq,647054 +2,RT @RWTQuotes: Trump says climate change is a waste of time and money. https://t.co/0uEcNrJo9G,110226 +1,RT @CleanAirMoms_FL: Listen! @mollyrauch of @CleanAirMoms talks air pollution and #climate change on @AWFRadio: https://t.co/2e1rkNmswx,983104 +1,"RT @ConversationUK: Reducing food waste helps, but it's going to take systemic action to tackle climate change https://t.co/nYgVu8gMYN",544223 +2,RT @Independent: UK government facing legal action over failure to fight climate change https://t.co/iYQ50moUl6,940333 +1,Good night except to people who still don't believe in climate change,895503 +1,"RT @funder: Trump supports Karen Handel who thinks being gay is wrong, climate change is fake & shooting someone is funny…",740777 +2,EPA chief Scott Pruitt says carbon dioxide is not a primary contributor to global warming https://t.co/taFdbCRK3X https://t.co/wdMMWrHWbm,368933 +2,"As the planet warms, doubters launch a new attack on a famous climate change study https://t.co/DQcx41oBsY",780121 +1,"RT @_anthonyburch: ~30 yrs: baby boomers start dying +~50 yrs: climate change kills most of us + +For, like, twenty years, America is going t…",475306 +1,United in the fight against climate change. Take the pledge #COP22 #EarthtoMarrakesh https://t.co/fTSKecSShd,763098 +0,"So, how lovely are we gonna keep having the 'climate change is real & now vs. CC is a myth' argument?",3336 +1,RT @imani_raeleen: People get mad over the dumbest shit. Youre mad cause Starbucks cups are now green? Well global warming is real and anim…,191884 +1,And if the world doesn't accept the global warming.. it's going to be international catastrophe https://t.co/DphTKKWxvo,294571 +1,Donald Trump is betting against all odds on climate change - Washington Post https://t.co/bvNwiEebT8,883793 +1,"IF oil and gas methane emissions are declining, then the contribution to global warming would necessarily be going down.",192147 +1,I'm one of those people who doesn't believe in global warming but I'm pretty sure Noah's ark was a true story' hahaha,453624 +1,RT @BernieSanders: 'The concept of global warming was created by and for the Chinese in order to make U.S. manufacturing non-competiti…,616059 +2,RT @Salon: America’s youth are suing the government over climate change https://t.co/RaE7LmWHz6,798966 +1,"Reality is reality, whether you choose to 'believe' in it or not, whether it's real protesters or global warming. https://t.co/kXXiH2HdUE",731230 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,727369 +-1,"RT @palmtile: Climate change and global warming is totally natural,stop wasting our money on a trying to stop it�� it's impossible https://t…",954789 +0,RT @IngrahamAngle: Obama takes private jet to Italy and gives talk on climate change https://t.co/MhjJh3uKmB via @ccdeditor,711945 +-1,@realDonaldTrump Obama claims eating steaks contributes to climate change. https://t.co/5KvPdbYlzN,289982 +1,"RT @climatehawk1: All the risks of #climate change, in a single graph - @drvox https://t.co/kPfxiHJFRE #globalwarming #ActOnClimate… ",546150 +2,RT @thehill: Badlands National Park tweets about climate change amid Trump social media crackdown https://t.co/niDVAaKO9q https://t.co/y5x…,84237 +1,RT @richardbranson: Keep calm and carry on the fight against climate change https://t.co/TNw99Hm5lS https://t.co/1xrTTOoayY,232553 +1,"RT @yayitsrob: Thanks to climate change, Harvey “is apt to be more intense, … longer-lasting, and with much heavier rainfalls”: https://t.c…",320313 +1,"RT @Ashley_L_Grapes: #trump, you promised to represent the people, and we believe in climate change. Please rethink your pick for EPA! Our…",143528 +2,New US environment chief questions carbon link to global warming https://t.co/QXmDctodV3 https://t.co/kCLgm1x7Vs,472362 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,83329 +-1,RT @Liz_Wheeler: I wonder why climate change criers on the left don't protest #TaxDay? 300K trees are cut down yearly to produce paper for…,785074 +1,RT @BarackObama: Americans across the country agree that we need bold action in the fight against climate change. #ActOnClimate https://t.c…,796234 +2,There's A Reason Zika Virus Became A Pandemic In 2015: The term “climate change” may bring to… https://t.co/LuoBybyDMz | @HuffingtonPost,811398 +2,"Trudeau heads to summit with migration, climate change and trade on agenda https://t.co/LNZ8jVvx2q",3505 +1,"RT @sopranospinner: @Shakestweetz Tens of thousands of unnecessary deaths, immeasurable suffering, and irreversible climate change. Not wor…",815958 +0,RT @Mandac5: When you chilling by the Mbawula( portable fire place) and a random nigga starts lecturing you about global warming. https://t…,200783 +1,Overfishing could be the next problem for climate change https://t.co/HkZf5rpPT3 via @Salon,260831 +1,But global warming isn't real... https://t.co/T25DgQBcB8,8367 +1,"@globalwarming Trump doesn't support info.relating 2 global warming.When I see animals from Anartica on my front porch, then yes I believe.",573512 +0,"RT @vinaytion: The Dept. of Energy went from a nuclear physicist to Rick Perry, who probably believes that global warming is caused by gay…",209930 +2,RT @CECHR_UoD: Large Canadian Arctic climate change study cancelled due to climate change https://t.co/zWwQ8viYDC https://t.co/7nYw9qrW1a,136756 +2,The Badlands NP 'rogue' tweets on climate change have now been deleted https://t.co/FodSU8WCQu,941645 +1,"RT @strugglngwriter: When the right had to 'endure' Obama, they got health care, some attention to global warming, etc. What the left endur…",431336 +1,"RT @HannitysHead: 1% of Climate Scientists dispute global warming. 100% of that 1% were funded by the energy industry. #Fact +#NoDebate",304052 +1,"RT @Kloppholic: Imagine trying to convince yourself that global warming isn't real and instead a conspiracy. Wake up, before it's t…",189144 +1,RT @nytimes: California is holding itself out as a model to other states — and to nations — on how to fight climate change…,527681 +0,Niggas asked me what my inspiration was l said global warming.,961410 +1,RT @yungclynch: Yo I'm fired up this bitch doesn't believe in climate change,223414 +1,RT @SenBennetCO: Introduced bill with 30+ Senators to rescind @POTUS anti-climate EO so we can combat climate change & protect jobs → https…,960809 +2,RT @nytpolitics: Governor Jerry Brown vows California will battle the Trump White House on climate change https://t.co/SphX53cwOA https://t…,238348 +1,"RT @tragictorie: My manager doesn't believe in global warming, should I quit?",952518 +1,"RT @SoilScienceNews: Trump's Gift To America - Forward - Forward Trump's Gift To America Forward Aside from climate change itself, w... htt…",441442 +2,"Despite climate change exodus, some Marshall Islanders head back home https://t.co/FmrmunUlLj",474469 +2,RT @n_rosellini: #UNSG urges rapid scale-up in funding to address climate change #COP22 https://t.co/EaNJ6uMlcV,240666 +2,RT @SBS_Science: First mammal wiped out by human-made climate change lived on the Great Barrier Reef https://t.co/deGtZA4HKH https://t.co/6…,504372 +2,RT @business: Here's what President Trump's climate policies could mean for global warming https://t.co/6KOtQ6Lrve https://t.co/XlLQlEHbX1,433941 +-1,"This dumbass👇ðŸ» thinks that climate change is the most important thing to protect in CA. How about sanctuary cities,… https://t.co/3qIuJgEh2q",244483 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,202071 +1,"RT @splinter_news: How fossil fuel money made climate change denial the word of God +https://t.co/tah6mlZNzi https://t.co/1egT4c7KUW",899817 +2,RT @cnni: Kids are taking the feds -- and possibly Trump -- to court over climate change https://t.co/CnUR4YWoHe,91614 +1,The climate struggle is real: 10 biggest global warming stories of 2016 https://t.co/MigVUBrGRx https://t.co/Z3pTdmg3lX,55776 +1,"@ch_bowman I’m creating a new think tank for climate change, would you join and post your tweet also at https://t.co/u1UbQXLmrF ?",362981 +1,RT @schertz88: This darty in February is a good time but low key I'm really worried about climate change.,52587 +1,How can museums contribute in communicating climate change #CCCMan17 https://t.co/ElztCoKsxo,629936 +2,"RT @SafetyPinDaily: Another US agency deletes references to climate change on government website | By @JamilesLartey +https://t.co/sD9zXuD8aU",65866 +1,RT @deIuge: the president doesn't believe in climate change happy earth day,68319 +0,RT @TomWellborn: Remember when Jon Scott asked Bill Nye if the existence of a volcano on the moon disproves climate change? https://t.co/wU…,621317 +0,@Parlez_me_nTory @JaeKay remember global warming as well.,211161 +1,RT @KalelKitten: Isn't it fascinating how climate change was COMPLETELY avoided at every debate? 🤔 Our political system is so corrupt... I'…,788842 +-1,"Finally, Paris climate change agreement designed by crooks- #Trump is not buying this crap https://t.co/zO6EzRL2x4",864799 +1,"RT @PlanetGreen: From sea to rising sea, America is in the throes of climate change https://t.co/IFTcfopO5O #HumansDidIt https://t.co/Z1FV5…",850735 +1,RT @malcypoos: 'The atmosphere is being radicalized' by climate change - we need to act NOW! https://t.co/F6xo8hDXjp,510603 +1,"RT @JooBilly: And if #Houston isn't secure from the threat of climate change, the nation cannot be secure. +#Harvey",210748 +0,"@guardian He said that he is unsure if human activity is the prime contributor to global warming, not that CO2 doesnt cause global warming",54143 +1,"RT @fchollet: Actual global catastrophic risks: climate change, antibiotics resistance, nuclear war, the rise of populism. Fictional one: s…",559346 +1,RT @CNN: No snow where there should be. Bleached anemones. Cracks in the ice. This is what climate change looks like:…,739319 +-1,@weatherchannel And miss me with that fake ass global warming.,714969 +-1,"Trump's environment chief says CO2 not main cause of global warming https://t.co/zjzD5q1cDX + +Thank the Lord for this flash of reality",801002 +1,"RT @wef: It might seem like an impossible task sometimes, but this is how we can limit global warming to 1.5°C… ",742570 +1,@tweeep_ global warming make sense now doesn't it,307333 +0,"RT @ScottAdamsSays: As I often say, I don't know the truth about climate change, but I have to wonder why the topic it conforms to the…",444170 +-1,RT @JohnStossel: Trump’s election won’t stop deceitful climate change propaganda: https://t.co/KDfK3N97AD,48257 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,816070 +1,I pledge to urge U.S. leaders to maintain our momentum in the fight against global warming https://t.co/mHLeiddGXN #globalcitizen #EarthDay,220082 +1,"RT @LeapManifesto: Ministerial panel raises concerns over climate change, indigenous rights, marine mammal safety #StopKM +https://t.co/hjM8…",811629 +2,thefirsttrillionaire Groups sue EPA to protect wild salmon from climate change https://t.co/JjcxQNZNZ3 via #SAPNAJHA,219811 +-1,@annehelen @priyankaboghani @DougieP2016 @ezra_rosenthal Anna cant tell if ur serious but global warming was proven 2 be a hoax in 2009.ðŸŒ🔥,428466 +1,There's only 1 ballot measure to fight climate change this election. And environmental groups oppose it https://t.co/jRDNnIltzn,580735 +1,"RT @4732pxqh: The last Polar Bear by Gerard Van der Leun. +global warming https://t.co/ClzF5mwWle",423039 +1,"RT @marwannafuq: Conservatives r the 1st to ask for sources when u give ANY argument, but then believe global warming doesnt exist just bec…",5874 +1,What if climate change isn't even real? What if we accidentally made the world a better place for no reason?? The horror.,176508 +1,RT @FlakesOnATrain: .@carolinelucas is right to highlight the vital importance of upland peat in climate change. Depressingly she is dismi…,4646 +1,"RT @ddlovato: #IVotedBecause I believe in equality, we need comprehensive immigration reform, I am pro-choice and global warming IS real. #…",921313 +1,"RT @MacronInEnglish: Paris will host a new climate change conference in December of this year, to build on the progress we have already mad…",895098 +1,RT @FT: Martin Wolf: That the US presidential campaign has unfolded without a focus on climate change is astounding…,49671 +1,"RT @LeeCamp: Now that Trump is gutting what little climate change regs we had, media is acting like they care. They hardly cover climate ch…",825580 +1,RT @WWFCanada: We can't fight climate change without healthy forests. #IntForestDay https://t.co/gdyvOLosyc,823834 +0,research analyst environmental and climate change programs: BS/BA with coursework in environmental… https://t.co/MbHH3qY51T #ClimateChange,713976 +1,RT @SEIclimate: Transnational #climate change impacts: An entry point to enhanced global cooperation on #adaptation?…,143371 +1,"RT @MariyaAlexander: Climate change denier: I don't believe in climate change +Changing climate: *sends deadly cat. 6 hurricane* I believe…",452793 +1,@MittRomney @Lawrence Hope you'll have the courage to uphold justice democracy& fight climate change so you'll be on the #RightSideOfHistory,286334 +2,LA has created a $50 billion plan to cope with climate change. The challenge is getting Washington to help (via @BW) https://t.co/RDCFSL0vR5,397543 +1,"RT @Issa_Scottie: Now Trump is President, North Korea & Russia wanna nuke us,blacks cant walk down the street,climate change,and I th…",280031 +1,"So fucking mad, climate change isn't something to worry about?! Well if you're a fucking polar bear it is :-) :-)",352850 +2,"RT @PaulREhrlich: On climate change, Scott Pruitt causes an uproar - and contradicts the EPA’s own website https://t.co/I0Qw1DeDbZ TRUMP'S…",389968 +1,RT @mojri: Today discussing how #energy sector can minimize carbon footprint & manage risks generated by climate change.…,433043 +1,RT @StudentsNCL: Researchers from our university have revealed that wasteland could be vital in the fight against climate change. https://t…,125145 +2,RT @WorldfNature: Oman's mountains may hold clues for reversing climate change - ABC News https://t.co/2b1gbOMuTE https://t.co/kIgr8czXUZ,118708 +0,RT @shake_an_jake: When your a tree living in a global warming world #thisisqualitycontent https://t.co/8xAUY4V9xl,450880 +2,RT @ddale8: NY attorney general says Rex Tillerson used the alias 'Wayne Tracker' to email about climate change at Exxon: https://t.co/RE1U…,250425 +1,RT @THECAROLDANVERS: everything in the world is depressing... my life... climate change... politics... penguin on penguin violence... ci…,530012 +0,RT @smlemusic: If global warming isn't real then why is club penguin shutting down?? ����,922291 +1,"RT @ResistanceParty: 🚨BREAKING🚨 Breitbart push false 'climate change' story and @weatherchannel calls them out 😂😂😂 +#BogusBreitbart + +https…",696808 +2,The left and right agree: Fox News destroyed EPA chief Scott Pruitt over climate change - The Washington Post https://t.co/GvM3evf7nT,956213 +1,RT @JammingTheBear: It's December and here i am smoking a fag outside in a t shirt. Maybe global warming does exist,786420 +1,RT @athakur98: i respect differing opinions but i WILL fight you if you don't believe in climate change bc that's ðŸ‘ðŸ½ not ðŸ‘ðŸ½ an ðŸ‘ðŸ½ opinion ðŸ‘ðŸ½,832252 +1,"RT @CleanAirMoms: Dear @SenatorCantwell, please protect Washington's children from #climate change! #momsonthehill https://t.co/Y0Iv4enPtB",156066 +1,RT Meet five communities already losing the fight against global warming. https://t.co/1zrzziD78L #f4f #tfb,551414 +2,Trump really doesn't want to face these 21 kids on climate change https://t.co/m6t9VDrJqQ https://t.co/NYyUhYEaq1,144569 +2,RT @DrTeckKhong: Hundreds of millions of British aid 'wasted' on overseas climate change projects - The Telegraph https://t.co/BdA6xIPBXU,746047 +0,RT @bhakt4ever: Read somewhere Eating meat will cause global warming & also gets heart attack https://t.co/UDpOp6JLN8,375721 +2,Commonwealth Bank shareholders sue over 'inadequate' disclosure of climate change risks https://t.co/v6FSRWFZd0,671526 +1,RT @PakUSAlumni: Is climate change a security threat? Debate underway in @ShakeelRamay session #ClimateCounts #ActOnClimate #COP22 https://…,979273 +-1,RT @SteveSGoddard: Arctic sea ice extent is at a four year high. It is time for Republicans to stop supporting the global warming scam…,919766 +1,The whites really elected a man who doesn't believe in global warming HAHAHAHAHAHAAHAHAHAHAHAHAAHAHAHAHA,952171 +0,@gomadch I don't think there's even a hill for miles. But I'm hoping as global warming takes effect the shoreline 3 miles away gets closer,134711 +1,RT @ndbrning: When a climate change denier links you to a Daily Mail article as 'evidence'. https://t.co/lnUqI1WVqs,374007 +1,RT @MikeRMatheson: @EdKrassen @realDonaldTrump Irma turned into cat5 due to warm waters. And that's due to climate change. Which Trump deni…,598825 +1,RT @AJEnglish: 'Protecting the Earth's lungs is crucial if we are to defend the planet’s biodiversity and fight global warming.' https://t.…,443188 +0,"*modi farts* +Media:omg modiji does surgical strike on climate change. https://t.co/sWkU3c8iLa",133383 +2,RT @sciam: Dozens of military and defense experts advised President-elect Trump that global warming should transcend politics.…,345903 +2,RT @UpSearch: * Scientists copy climate change data in fear of a Trump crackdown https://t.co/FmLRKGJ4rJ @engadget,313975 +1,Me telling folk at #marchforscience in #Chicago we must drive climate change & science of evolution denying #trump… https://t.co/lGdLABcO1Z,808527 +1,"RT @MickKime: Not having read said Murdoch article, 98% sure it wouldn't mention #AGW or climate change in context of warming.…",122682 +1,"apparently the pick for the EPA is denies climate change. + +shit reminds me of how anti-vaccination people brought back measles",585463 +2,RT @MetroNewsCanada: Kinder Morgan president says last week's remarks about climate change 'didn't come out quite right' https://t.co/VZGzh…,504628 +1,RT @aj316420: @elliegoulding @Hughcevans If we (me & @EG_Army) open a climate change awareness raising body in Pakistan. Would you both joi…,903928 +2,"White House website no longer includes climate change, civil rights pages https://t.co/KIpw6ST32o https://t.co/UU0VO2InaP",401784 +2,RT @ale_potenza: Al Gore and others will hold climate change summit canceled by CDC https://t.co/kYY9nofQ3Q https://t.co/GlcWYsMBCf,312352 +1,RT WHLive: “We’ve promoted clean energy and we’ve lead the global fight against climate change.â€ —POTUS on the progress we've made to #Acto…,333870 +1,RT @katyperry: Looking to understand how much pain our Mother Earth is in? I recommend this eye-opening summary on climate change �� https:/…,941589 +2,RT @thehill: Energy Dept. tells employees to stop using the phrase 'climate change': report https://t.co/LEA0acGxkN https://t.co/FvVP7RGgzs,996509 +-1,@andrewzimmern @SarahKSilverman No connection between climate change and hurricanes,824356 +-1,"Even with all this prof proving your Wong, you snowcucks still think global warming is real. #sad https://t.co/OBOCDtxAVU",477033 +1,"RT @ddlovato: #IVotedBecause I believe in equality, we need comprehensive immigration reform, I am pro-choice and global warming IS real. #…",775890 +2,Heathrow third runway 'to breach climate change laws' https://t.co/vj622J1CJD hic https://t.co/3M2O9jOG6g,387343 +2,RT @HarvardChanSPH: Scientists are concerned that climate change could lead to an increase in infectious disease rates. https://t.co/PCkrEU…,242969 +2,https://t.co/u4R1BqQ5UR | Parliament ratifies Paris climate change agreement https://t.co/hq2K9TpIL3 https://t.co/yNIfRbNzLG,104560 +0,"Chicago, mid-November, 72 degrees outside. +Until a polar bear writes me a heartfelt letter, I'm gonna enjoy the hell out of global warming.",6786 +1,RT @voxdotcom: Trump’s election marks the end of any serious hope of limiting climate change to 2 degrees https://t.co/rVDaS8lT1R,704101 +1,"RT @RileyPit: @robreiner Have never been more terrified then I am now Afraid of losing my insurance Afraid of climate change, afraid of WW…",77872 +2,RT @CBCQuirks: Conservatives more likely to be open to the idea of climate change if you focus the message on the planet's past.…,229809 +1,RT @SenSherrodBrown: Refusing to act on climate change means allowing severe weather to hurt OH farmers and turning a blind eye to algal bl…,5671 +1,climate change is real climate change is real climate change is real climate change is real climate change is real climate change is real cl,32805 +0,#answerMug #question How do we know Global Warming and climate change is not the Earth returning to a previous ... https://t.co/x8kiZ8FD2n,700575 +1,RT @SenSanders: We have a president-elect who doesn't believe in climate change. Millions of people are going to have to say: Mr. T…,414516 +-1,RT @PrisonPlanet: Is there any kind of weather that global warming isn't responsible for? How convenient. https://t.co/kp0VHOPhXj,892222 +1,RT @RepBarbaraLee: Pruitt’s climate change denialism endangers our national security & puts lives at risk. He’s unfit to lead @EPA. https:/…,882510 +2,WikiLeaks wants any climate change data that Trump is ignoring - Mashable https://t.co/ekOdfV6Inf,827340 +0,"RT @davojrock: @EndaKennyTD +Enda says u can't ignore facts on climate change https://t.co/XnNpg48sWY via @rte +Stupid Lying Bollox!…",454586 +2,"Federal scientist cooked climate change books ahead of Obama presentation, whistle blower charges https://t.co/i5ZwsUqSYs via @FoxNews",717603 +0,RT @ThePowersThatBe: HERO: John Kerry will spend Election Day crop-dusting planet with jet exhaust to fight climate change https://t.co/qQO…,256141 +1,RT @SierraClub: We are pleased to see @senMarkey concerned about impact of extreme weather & climate change on the airline industry https:/…,497030 +2,"Federal scientist cooked climate change books ahead of Obama presentation, whistle blower charges https://t.co/PJ6v7m8IGl via @FoxNews",440091 +0,RT @xmandiiexx: ano na hirap mo hanapan ng matinong picture ha @ global warming,223007 +2,"RT @nytimes: Americans are eating less beef, and that might help in the fight against climate change https://t.co/IIdsHDR85j",663184 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,769928 +2,Schneider Electric CEO says war against climate change will be won or lost in cities https://t.co/aqKQeHIT1s via @IBTimesUK,584932 +1,RT @ClimateCentral: February’s record warmth was brought to you by climate change https://t.co/zqrzeERpDg https://t.co/AXii7fLkFC,927177 +2,How climate change is a 'death sentence' in Afghanistan's highlands https://t.co/VeqrAr5H1y,882373 +1,"You mean, add to global warming & more suffering for health & well being of Indian's. Put money into renewables! Au… https://t.co/E132YU03vv",736509 +2,Prepare for ‘surprise’ as global warming stokes Arctic shifts – scientists https://t.co/kAwonvyGgi. https://t.co/fZJHCkyNBm,773327 +1,RT @SethMacFarlane: HRC proposes installing half a billion solar panels by the end of her first term. Trump thinks climate change is a hoax…,638192 +1,The climate struggle is real: 10 biggest global warming stories of 2016.. Related Articles: https://t.co/v9xNbldqTz,83048 +1,"RT @_Anunnery: @Bluepurplerain Otherwise, I think we have a problem grasping large, abstract problems like climate change, which i…",546291 +2,New York judge dismisses ExxonMobil's attempt to block climate change fraud case https://t.co/oen6xvVosQ,713975 +1,RT @EricaJong: Trump doesn't 'believe in' global warming though his hot air may be part of the cause.,752872 +2,"RT @Alex_Verbeek: Polar vortex is shifting due to climate change: extending winter + +https://t.co/MB3jpJY3Mn #climate #weather…",51110 +-1,RT @MorattiJ: @cathmckenna Am so done with ridiculous language from politicians like 'climate change' & 'carbon taxes' while they…,284570 +1,RT @AquaMarching: Ancient​ viruses thawing out because of global warming bothers me more than I thought it would. We are so fucked.,233213 +1,RT @ZekeJMiller: WH officials refuse to say whether Trump believes in human contribution to climate change. “I think that speaks for itself…,555157 +-1,@JunkScience the fraud & cult of 'climate change' is the scariest thing going today...real 'Stepford Wife/'Children of the Corn' type stuff,754069 +1,RT @thejoshpatten: Good morning! Hillary is proposing an 80% carbon emissions reduction by 2050. Trump thinks climate change is a hoax crea…,612381 +-1,"As with all trendy pseudoscience, the global warming hoax will likely go the way of spiritualism https://t.co/MeG4WdwWwG",979331 +-1,George Clooney claims that man-made global warming must exist because liberals agree that it exists: https://t.co/5KBJRs1G6m #climate,763659 +1,"RT @BeingFarhad: Like in last year's US election, the issue of #climate change has not been at the forefront of the French campaign… …",547905 +1,".@HouseGOP, act. + +- Yemen +- Mar-a-Lago +- taxes +- Russia +- racism +- climate change +- Syria + +Resign, @realDonaldTrump. + +(97 of 1,459)",781335 +1,you're gonna sit here complaining about things that actually exist but ur too far up trumps ass to realize that global warming is killing,965081 +1,"RT @followlori: 'Species have three options. When confronted with climate change animals can move, they can adapt or they can die.' https:/…",951710 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,752859 +1,RT @ClimateCentral: Trump could stop states from acting on climate change even if they want to https://t.co/BGWHggI8Vq,574623 +2,"RT @LouDobbs: Wanna Bet? France, UN tell Trump action on climate change unstoppable https://t.co/x9iqy4YvN7 via @YahooCanada +#MAGA #America…",239522 +1,"RT @PoliticKels: Don't worry about global warming. We're going to build a new Earth, a bigger Earth, it will be the best Earth ever #TrumpN…",268676 +1,RT @JohnFugelsang: & Donald Trump wants you know this proves NASA's part of that whole Chinese climate change hoax. https://t.co/Mc7346asP1,968982 +2,Economist: climate change won’t be the only major concern if Trump pulls out of the Paris Accord https://t.co/43OkPj0ThU,184100 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,587945 +0,Do you have questions about climate change? Here are short answers to the most frequently asked questions… https://t.co/mJF2sH93xT,827493 +0,"RT @ProudFFAalumni: everybody wants to die, but also everybody wants to complain about global warming, so i'm convinced you bitches just li…",83747 +1,RT @Jay_Castro1: I hate when old people are like 'climate change isn't a big threat'..uhhm okay fuck off Tracy you literally have like 3 ye…,127313 +0,RT @showmetheguac: When climate change studies suggest that the temp in the future will rise by 2 degrees between your peak months…,153687 +0,So Nigel Lawson's dodgy outfit irresponsibly downplaying global warming has links with the IEA. Not with any... https://t.co/wIlOT515qt,954094 +1,RT @climatehawk1: Here's why true conservatives should worry about #climate change | @JimTolbertNC https://t.co/1ujtzIhEcB via…,561506 +2,RT @MotherJones: Obama just took one final step to fight global warming https://t.co/8JHzebBF1X https://t.co/nXVZeSX8Sr,530932 +1,"RT @billmckibben: .@NaomiAKlein says, with her usual clarity, that now is precisely the right time to talk about climate change https://t.c…",847195 +1,RT @OneAcreFund: 'Africa's farmers are among the most hurt by climate change. Inaction will be catastrophic.'…,67778 +1,RT @welovehistory: Pollution and climate change are threatening our wildflowers. Support #EarthHour to make a change #PassthePanda…,567915 +1,From Mashable: G20 summit shows Trump took U.S. from first to worst on climate change in… https://t.co/drrrMR8CSm,535814 +2,"Trump's EPA proposal cuts funding for climate change, pollution programs https://t.co/hwAlonRQ53 https://t.co/Ko0BRgpS80 via engadget",81116 +1,"Tom hardy and his voice rock!He defo needs to be the new David Attenborough, ppl will soon wake up about global warming when he talks 4 it.",106905 +0,"Forget Trump, Adelson, global warming, etc... the real news today is @artspander swiped Kyle Shanahan's secret #falcons papers. Look it up.",708788 +2,RT @comradewong: Obama calls for “bolder action” on climate change — warns of “waves of climate refugees.” NYT series on that issue: https:…,364426 +1,"RT @newscientist: On the 80th Anniversary of Los Glaciares National Park, find out how this UNESCO site is affected by climate change…",432410 +1,"RT @LisaBloom: As it has for years, NASA sounds alarm on climate change. Our Pres Elect is only major world leader who's a denier. https://…",556218 +1,G20 summary: World leaders are no longer worried about US fight against climate change. They will fight w/o our hel… https://t.co/8aDaG6qetS,830420 +1,"But global warming doesn't exist, right??? https://t.co/SBHsbZnxke",907204 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,699816 +-1,RT @realDonaldTrump: The concept of global warming was created by and for the Chinese in order to make U.S. manufacturing non-competitive.,595486 +1,"RT @wickdslut: I still can't wrap my head around the fact that so many people that will run this country, don't believe in climate change.",685522 +1,"@StephanieGaray1 I’m creating a new think tank for climate change, would you join and post your tweet also at https://t.co/nZCxr5XRhU ?",328288 +1,"@realDonaldTrump Mr. Trump, I don't think you read me, but you should take seriously the climate change issue, do it for your sons please",58904 +1,"RT @NatGeoChannel: Watch #BeforeTheFlood right here, as @LeoDiCaprio travels the world to tackle climate change https://t.co/LkDehj3tNn htt…",951304 +1,RT @kurteichenwald: Conservs can keep pretending climate change is a hoax but other countries arent gonna be putting up with it anymore. ht…,81204 +1,RT @VeridianTweets: Join the millions of people around the globe switching off their lights and making noise for climate change action:…,37343 +2,RT @TIME: Republican congressman says God will 'take care of' climate change https://t.co/MUZ11hw7Dy,135016 +0,Kentut dari hewan-hewan purba adalah penyebab utama global warming di zaman dinosaurus. [BBCnews],469251 +1,"RT @KamalaHarris: I stand with @JerryBrownGov in saying that California will not back down on climate change. +https://t.co/xP8Y6eSmyx",928682 +0,RT @Jacks_America: If you dont believe that the decline of pirates is causing global warming than look at this graph that is SCIENTIFI…,422351 +0,RT @AMZ0NE A SciFi author explains why we won't solve global warming. Read the blog. ▶https://t.co/1xGOrTELas #amreading,679011 +2,Radical energy shift needed to meet 1.5C global warming target: IEA https://t.co/7mMJ99Tz2l via @HumanityNews,470579 +-1,These global warming crackpots have lost it! Join us & enlist at https://t.co/GjZHk91m2E. Patriot central awaits. https://t.co/qGJpCL64UT,410706 +2,"By 2030, half the world’s oceans could be reeling from climate change, scientists say https://t.co/LrAYdaOjVJ @washingtonpost",136055 +1,@realDonaldTrump for president... now he just needs to realize the reality of climate change amongst a few other things #ivoted,288632 +1,"RT @EhrenKassam: It's 2016, and a racist, sexist, climate change denying bigot is leading in the polls. #ElectionNight",300749 +2,RT @Independent: The climate change lawsuit that could change everything https://t.co/pPuy2nZgmR https://t.co/2veA1JzSzS,894369 +1,"RT @WorldGBC: Check out theme & resources for World Green Building Week 2017! In the fight against climate change, #OurHeroIsZero…",87041 +1,RT @PopSci: These photos force you to look the victims of climate change in the eye https://t.co/HBrfexldYq https://t.co/DSkyetWykq,935671 +2,"RT @ECIU_UK: The news of the week on energy & climate change: Digested by us, so you don’t have to https://t.co/PROS4P88K1 https://t.co/FsU…",5035 +1,RT @LeeCamp: Just bc media ignored climate change for the past 8 yrs doesn't make Obama environmentalist. He was a catastrophe even if Trum…,673463 +1,RT @SenSanders: We have a president-elect who doesn't believe in climate change. Millions of people are going to have to say: Mr. T…,290870 +1,End to climate change #whatiwantforchristmasin4words,85564 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,455097 +2,RT @nowthisnews: Bernie Sanders wants to talk about climate change and income inequality – not 2020 aspirations https://t.co/rASODRTr3T,371138 +1,RT @OhFazFavor: Isaac Cordal - 'Politicians debating global warming' https://t.co/ehCaQ7NjaA,380866 +2,"Donald Trump's outlook on climate change could help economy, Alabama expert says https://t.co/TSd3whEDyn",141645 +-1,"@BobMurphyEcon Oh no, a place where no one lives is affected by climate change..everyone must now pay for carbon us… https://t.co/kBzadIJSgL",56543 +1,RT @ClimateReality: We can debate how to tackle climate change – but the science is settled #ClimateMarch #ActOnClimate https://t.co/WQCH89…,21027 +1,RT @algore: I'm optimistic about climate change. But people like you have to speak up for solutions: https://t.co/gwT6xJVIUP…,791009 +1,Australian governments used climate change weather destruction to attack renewables #ParisAgreement,809696 +1,Appears #Trump had team of archaeologists building gov. Hard to find climate change denier for EPA or 'what nukes in my dept' for Energy!,186590 +1,These beautiful paintings turn depressing climate change graphs into art: https://t.co/t4BHFv5GrJ https://t.co/8EHVAVSyp8,642420 +2,RT @pewinternet: Wide differences between conservative Republicans and liberal Democrats on likely effects of climate change…,361301 +0,RT @johnsalmond: .@MichaelEMann 'debates on climate change & endocrine disruptors have suffered from distortion of evidence by industrially…,324491 +1,RT @rickygervais: The Whitehouse is being filled with creationist climate change deniers. But on the plus side God will give your grandchil…,503702 +-1,RT @AlexEpstein: 97% of scientists do not agree that climate change will be catastrophic or with Bill Ritter’s policy solutions. https://t.…,94023 +1,"RT @ErinSchrode: FYI: climate change will force tens of millions more to leave home/homeland, join 66 million already on the move, s…",914203 +2,Robert F. Kennedy Jr. says President Trump's climate change policies are 'turning... https://t.co/RmG7mZtOUO by #CNN via @c0nvey,66412 +2,"RT @HuffPostCanada: What a Cherokee legend can teach us about climate change, by @CDuivenv https://t.co/kvG1ii22y4 https://t.co/FafjrjpOYR",128589 +1,RT @MClouvis: Africa did not contribute to global warming but will suffer greatly from it. Perhaps may suffer more than any other continen…,424153 +1,"RT @umairh: bw extreme climate change and peak humanity around 2050 it's crucially important to renew social contracts now. later, harder,…",91804 +2,RT @pablorodas: #CLIMATE #p2 RT 19 House Republicans call on their party to do something about climate change | Dana……,896231 +0,RT @myIoxylouto: i can't believe ed sheeran stopped global warming and ended pollution,415026 +1,@daniesch @AP @borenbears Uh look around. If you don't blame humans for the earth warming you're a climate change d… https://t.co/C2LRoeMeHr,382113 +1,@Mark_Neilg what percentage would u need to believe we contribute to climate change,251005 +0,Maybe you should focus on hair loss secrets instead because that is affecting you more than global warming guy! https://t.co/ODquIiACzJ,558314 +2,"For the first time, climate change has caused a river to completely reroute +https://t.co/keSyJf63aO https://t.co/LOFbwPI730",133985 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,396449 +1,Wasted food contributes to climate change #greenpeace https://t.co/E2omDbpui3,162005 +1,RT @jaboukie: when you don't know how to dress anymore cus of climate change https://t.co/05vL8r1tWg,221441 +2,Times subscribers are fleeing in wake of climate change column https://t.co/QNgdPbDtwx,717358 +1,your future president doesn't believe in climate change lmao,421947 +1,RT @QuentinDempster: The failure of our leaders to put climate change mitigation at top of our priorities is distressing. Heavy lifting…,424618 +1,#G7 ....climate change or as trumps call it 'weather channel fake news gets cold every winter don't understand' :)) #colbert,810049 +1,#tytlive climate change isint a debate its been proven by climate scientists because don't you believe in it doesn't matter,534289 +2,"Donald Trump expected to slash Nasa's climate change budget in favour of sending humans back to the moon & beyond +https://t.co/1vDrD3Uyyr",697911 +1,RT @BernieSanders: 'The concept of global warming was created by and for the Chinese in order to make U.S. manufacturing non-competiti…,193895 +2,#climatechange What does climate change mean for Tauranga Moana? New Zealand Herald How… https://t.co/sPKTIp4IKT vi… https://t.co/CDq5ABda4Y,362406 +1,"RT @ClimateCentral: A new, interactive map shows where climate change has affected extreme weather events https://t.co/YLsGHQZ0lt",733433 +-1,"Warmist review: Gore is a climate change James Bond in urgent, exhilarating ‘Inconvenient Sequel’ https://t.co/6YVPlq9m1A #Eco #Green",292937 +2,RT @ClimateCentral: The EU’s renewable energy policy is making global warming worse https://t.co/xSsDg9FFQC via @newscientist https://t.co/…,522031 +-1,Nancy Pelosi: Donald Trump 'dishonoring' God in global warming decision - Washington THIS TWIT agrees with abortion. https://t.co/AlLSDQ3TOt,923909 +1,"RT @CapitanPugwash: Time for #TheresaMay to choose is she with Trump, Assad & Ortega on climate change or is she with the rest of us #Clima…",174328 +1,RT @alfranken: Do you care about student loan debt? Combating climate change? Funding for Planned Parenthood? Vote. https://t.co/LzXNqKw2Wz,98992 +1,RT @ClimateCentral: This is what the future of National Parks looks like in the face of climate change https://t.co/XcA7CI5jVD https://t.co…,439501 +-1,@NF_SNEweather is this a shot at global warming nuts?,468847 +0,global warming,812943 +1,RT @DarkSapiens: I wonder if 'Donald Trump doesn't have the guts to fight global warming because he's afraid of fossil fuel companies' woul…,358724 +0,RT @JoshButler: FFS I look away from Twitter for FIVE MINUTES and Malcolm Roberts starts talking about dicks and climate change,757470 +1,"RT @ConservationOrg: For forests to combat climate change, 3 things we must do >> https://t.co/Z4yzbEajRh #IntForestDay #NoForestNoFuture h…",649666 +1,friendly reminder that climate change is real (in case people are telling you otherwise),801456 +1,We all know about the threat of nuclear genodice and climate change but what about the capitalist dystopia that is definitely well underway,944763 +-1,@NancyPelosi Paris agreement is bs. so is man made climate change.,452879 +2,"Watch Leo DiCaprio talk #climate change with Elon Musk, the Pope and the president - MarketWatch: https://t.co/IikuZzhmwx #environment",208910 +1,Do you believe in climate change? Vote now i really need it's a big help. Vote yes or no :),286813 +2,RT @x_feral: ‘Moore’s law’ for carbon would defeat global warming https://t.co/udj33tTTff,518772 +-1,"@usatodayweather ...supports global warming always makes the news, frequently getting headlines. Evidence to the contrary is ignored.",123411 +2,Bernie Sanders calls Donald Trump's new EPA chief 'pathetic' for climate change stance https://t.co/RYjz5cdaRo https://t.co/02c3wiI4lT,225563 +2,"RT @scienmag: Nature already dramatically impacted by climate change, study reveals https://t.co/3p4SRmZ2tD",500501 +2,"Trump is deleting climate change, one site at a time https://t.co/UJg52TfnAT",828640 +0,"RT @bbtfln: jiyong: girls are so hot +jiyong: guys are hot too oh damn +jiyong: why is everyone so hot +daesung: global warming.",256370 +1,"RT @zanf: Global climate change has already impacted every aspect of life, from genes to entire ecosystems https://t.co/CnGXXXeNwi @extinct…",21500 +2,"Rex Tillerson used an alias email at Exxon to discuss climate change, New York A.G. says https://t.co/4zmAF44bnN by #WSJ via @c0nvey",63041 +0,@eilperin @SierraClub @EPA @EnviroDGI I heard they will bring it back online after replacing 'climate change' with… https://t.co/T4vngmMfWv,103681 +1,"RT @wutrain: Ok back to fighting climate change, systemic racism & income inequality at the local level - more important than ever for citi…",790866 +1,tell me global warming isn't real https://t.co/5nMdgt8sA7,262207 +0,"RT @Susan_Masten: @GrElReSPAC Here's an explanation, https://t.co/4X3pk2PDAs but the answer is no, the main cause of climate change is not…",703959 +1,RT @thedailybeast: Stephen Colbert sums up Trump's climate change policy: 'F*ck the planet!' https://t.co/yDK1D0Wpno,851755 +1,"RT @AstroKatie: In case you were wondering: no, 4 years of US-led inaction on climate change will not go well for the planet. Now is when i…",223157 +0,"RT @OGEXXL: I hope Geography text books are being revised? +Cos this climate change get as e be.",211554 +2,RT @sahilkapur: The phrase 'climate change' has been banned -- by the Department of Energy's climate office. https://t.co/Eonns4Y3Iu,889499 +0,"True, sometimes they want someone to talk to about global warming. https://t.co/nC2SUkVj41",535047 +1,Man-made climate change began earlier than we once thought https://t.co/CXKCC8TDHB #globalwarming #climatechange,876957 +2,Hopes of mild climate change dashed by new research https://t.co/V4A3ie2n2Q,40791 +-1,if you believe in climate change then you are the biggest jackass in America' loool https://t.co/8V8YFzzti7,553499 +-1,"C'mon,We need to focus on important things this election like non offensive Halloween costumes & global wa...climate change' -actors #Trump",258590 +2,"RT @GuardianUS: USDA has begun censoring use of the term 'climate change', emails reveal https://t.co/BYsSUQuQHH",380528 +1,RT @ObamaFoundation: Revisit 8 years of combating climate change while growing the economy: https://t.co/MBzUToFlpt https://t.co/m0UmP5ncsA,241748 +2,G20 closes with rebuke to Trump on climate change https://t.co/kfGywO5CKe,945806 +1,@FoodieScience @NatureComms but bunyas overall are really being kickstarted by climate change and further industrialization near equator,156205 +0,"RT @MissLizzyNJ: Due to Russian bots and global warming, #AprilFoolsDay happened in November. https://t.co/s9BCGabAkz",732964 +2,RT @CanadianWater: Water’s role in global climate change policy https://t.co/eNErbOlmvu @GWFWater @UNUINWEH @UNFCCC @tlwestcott…,600979 +1,"@Belairviv Being a scientist. Supporting science. Working towards clean air, water, soil. Mitigating climate change… https://t.co/4DGOSgqWVC",965888 +-1,"Just because a group of scientists with a vested interest in man- made climate change say something, doesn't make it fact! Sad! #QandA",538765 +0,RT @moonsunight: I honestly think that moonbyul's intense stare is warmer than global warming. But what makes me wonder is how can Y…,902806 +0,RT @duycks: Watch Live: #SB46 technical briefing on #climate change & #children rights by @COP22 and @CNDHMaroc WEBCAST: #SB46…,731827 +2,RT @Stanford: A @StanfordMed report offers recommendations for mitigating the effects of climate change on human health.…,575157 +1,"RT @UKIPNFKN: Trump’s election marks the end of any serious hope of limiting climate change to 2 degrees via voxdotcom +#Trump2016 +https://t…",273458 +1,"@prometheusknows losing hope? No. Just realigning thought. We have to save humanity, not the planet. What'll help us survive climate change?",199203 +2,G7 leaders blame Trump for failure to reach climate change agreement https://t.co/6MWJA4Rtrs,194202 +2,"RT @insideclimate: In 1979, two researchers made a nearly spot-on projection about climate change and Arctic sea ice.… ",564418 +2,Seaport developer ‘doubts’ climate change science https://t.co/WouzY3eEXd,238049 +1,Today I confirmed my position on a climate change & conservation research boat in the middle of The Amazon June 2018 #mydream ����,958525 +1,Help confront FOSSIL FUELS and climate change by supporting @DivestWMPF and by coming to our Meeting this Wed at 6:30pm @inTheWarehouse,855176 +1,"Wait, @potus sad that global warming is 'fake news.' He was lying...again? Shocker! https://t.co/aBi3JUBUZe",379683 +2,"#weather Climate talks: ‘Save us’ from global warming, US urged – BBC News https://t.co/lscMZxAAOE #forecast",701352 +2,"RT @WWFEU: Indigenous rights are key to preserving #forests, climate change study finds https://t.co/nsGGBD3w0Y",180663 +1,RT @revnaomi: May we nourish those migrating because of climate change & needing a new home. #NoBanNoWallNoRaids,126178 +2,RT @EcoInternet3: Read President #Trump's executive order on #climate change: Vox https://t.co/vRnkJ81lH1 #environment,324615 +2,City of Montreal to buy refrigerated skating rinks to counter effects of climate change #Science https://t.co/5usmKGuglC,445397 +0,"Eric..The CA Public Utility Commission is now collecting (mandatory) to 'fight climate change' +<https://t.co/0FCe64mnXr> + + WTF?",963357 +1,RT @LakeSuperior: More action against global warming and pollution #WouldMakeMeFeelSafe,218110 +2,RT @HuffingtonPost: EPA slams Trump's climate change policy — by accident https://t.co/6dfXZhsVkX https://t.co/TPiiRj0G7J,888051 +1,"RT @jswatz: When global warming deniers argue that climate scientists are in it for the money, have this @khayhoe post folded u… ",830245 +1,RT @PhilipPapaelias: The leading climate scientist explains how climate change bolstered the rain totals. There is no denying this. https:/…,68952 +1,"RT @PUANConference: He also has experience in climate change mitigation & adaptation,including post-disaster reconstruction & management #C…",324954 +1,RT @originalspin: So @ExxonMobil is now to the left of Trump on climate change https://t.co/fs2dhg6U97,557067 +1,RT @drvox: My new post: What Rex Tillerson believes about climate change & what senators should ask him https://t.co/kDSG7X3AYW,911977 +1,@GroverNorquist what do U propose to do about climate change? Trump plan? Just cut 100% of funding?,821609 +-1,RT @USFreedomArmy: Nothing worse than climate change now is there. Enlist with us & read the truth at https://t.co/oSPeY3QMpH. Act!! https:…,111139 +2,Scientists say reindeer may be shrinking due to global warming - Chicago Sun-Times https://t.co/ppFVItoYC2 - #GlobalWarming,812335 +1,"RT @Mark_Butler_MP: Why will companies cut pollution under Turnbull Govt? +Because they're 'good citizens' +Govt's climate change policy…",240669 +1,RT @johnupton: Scientists analyzed 36 glaciers and concluded their retreats offer “categorical evidence” of climate change. https://t.co/xd…,924196 +1,LRT: America isn’t the world but for a whole country to deprioritize climate change…,761612 +-1,This is attributing to 'climate change'. Government allow then charge you to cost toward CC. Is that the biggest f… https://t.co/0DJ8utGR1K,233706 +2,RT @02Cents0: PositivelyJoan: RT Doughravme: Florida employee 'punished for using phrase climate change' https://t.co/9xcd178mP8 … Fight cl…,351291 +1,"RT @LungAssociation: Nsedu Obot Witherspoon, director of @CEHN, shares why kids are especially vulnerable to climate change & air pollut…",997922 +1,RT @BernieSanders: #ImVotingBecause the future of the planet is at stake. Hillary Clinton will combat climate change. Donald Trump thinks i…,536967 +1,"RT @NatGeoChannel: Watch #BeforeTheFlood right here, as @LeoDiCaprio travels the world to tackle climate change https://t.co/LkDehj3tNn htt…",381086 +1,RT @NEAToday: 5 ways to teach about climate change in your classroom https://t.co/JlXHeItBfo https://t.co/GjHfh39an5,753214 +-1,RT @jeffpearlman: But climate change is a hoax. Go back to watching the Kardashians. https://t.co/SWj7YVRHXj,211722 +2,RT @davidmackau: Trump budget director on climate change research: 'We're not spending money on that anymore. We consider that to be…,860191 +0,"Hey Canada, can you fuck off with this weather? I thought global warming would have an effect, but it still looks like I live on Hoth.",189027 +1,"RT @NatGeoChannel: Watch #BeforeTheFlood right here, as @LeoDiCaprio travels the world to tackle climate change https://t.co/LkDehj3tNn htt…",341356 +-1,@washingtonpost people are gonna get stuck driving over that global warming...,765542 +0,It's likely that in 2017 global development agencies will be overwhelming focused on climate change and clean energ… https://t.co/Uol6cd1RWA,893777 +1,"RT @Void698: Asthma as result of climate change #WorldAsthmaDay #climatechange. + https://t.co/6tqg81eALu - @washtimes",623955 +1,RT @plough_shares: Preventing #nuclear war would save millions of lives AND prevent sudden catastrophic #climate change @AVastMachine https…,541433 +1,"RT @billmckibben: Today, Trump orders an end to all federal action on climate change. Just think about that for a moment, and imagine what…",48198 +1,@smytho It is sad. It's also regrettable that so few people make the link to climate change. Fires and storms will become more frequent.,616953 +2,Donald Trump's win deals a blow to the global fight against climate change https://t.co/J5aV9Hzoj8 https://t.co/LCwc51NGsk,14341 +-1,RT @ZehDuck: I just spilled orange juice on my shirt. I can't decide on whether to blame the Russians or climate change. 🤔,449637 +-1,Wow!! What a load of crap and no evidence again. Hitlary needs to go away. It’s climate change. lol https://t.co/oQK0VDxy5I,929756 +0,RT @billylockner: @OpChemtrails they sit around and talk global warming and this is what causes it.,353229 +1,RT @babitatyagi0: None except Gurmeet Singh had taken the step to remove danger of global warming from the earth. https://t.co/7Ybtcv1y0L,11524 +2,"No matter what Trump does, US cities plan to move forward on battling climate change https://t.co/TaWwNLtIIJ via @BI_Science",605178 +1,@neiltyson this tweet has 'real science that politicians can spin for their own climate change denial agenda' written all over it.,109902 +1,RT @ClimateReality: How is climate change impacting average temperatures where you live? Check out this amazing new interactive: https://t.…,384110 +2,"RT @Energydesk: Trump's EPA budget cuts a quarter of funding, targeting climate change initiatives and clean air/water programs… ",660932 +2,RT @CNBC: The White House website's page on climate change just disappeared https://t.co/i9zg37U1YQ,507368 +1,@BBCBreaking Not good Mr president. climate change is for real,343941 +1,RT @AbbyMartin: 1/3 of Bangladesh is underwater due to massive floods yet corporate media still ignores climate change causation https://t.…,186785 +1,RT @SenSanders: We have a president-elect who doesn't believe in climate change. Millions of people are going to have to say: Mr. T…,877260 +2,U.S. EPA chief unconvinced on CO2 link to global warming https://t.co/no9EHUHVrv,918711 +-1,RT @BennyMoody24: Environmental scientists from New York planning to travel and speak on global warming are going to be snowed in during mi…,476242 +2,RT @ReutersScience: EPA chief unconvinced on CO2 link to global warming https://t.co/2HaR8Mf14o https://t.co/Zegu8f5s1r,418821 +0,RT @skepticscience: Staff at the US Department of Agriculture (USDA) have been told to avoid using the term climate change in their... http…,793079 +0,@Arzaylea jk bc global warming. I'm currently wearing shorts,244709 +1,RT @NYTNational: Trump has called climate change a hoax. Now he has the chance to destroy efforts to beat it. https://t.co/i9hdsPig9Y,488963 +1,"RT @ABFalecbaldwin: Robert Mercer is a climate change denier +believes that the days of white racism have passed. +Read @JaneMayerNYer + +htt…",443356 +0,"Finally steps down, unable to climate change anything https://t.co/9Pvgf5vbtW",9339 +1,@Ryannnnn___ @MayaAMonroe @Boudreaux_23 ...the ones still standing when global warming fucks the rest of the world… https://t.co/cwDD4eCu7J,914500 +1,climate change!! https://t.co/lFn8j5WN0R,656992 +1,RT @savmontano: Our president doesn't believe in global warming so we're all doomed regardless,843456 +2,RT @pablorodas: #CLIMATEchange #p2 RT There's one last thing Obama can do to fight global warming. https://t.co/VcP5bBC3p9 #COP22 https://t…,826287 +2,RT @ReutersScience: Trump team memo on climate change alarms Energy Department staff https://t.co/WC76j7v9AN https://t.co/G91x6PQpR5,321014 +0,@_MrYezzir Minnesota?? I want fall weather not winter weather😑. This is global warming at its finest 👎ðŸ¾,828425 +1,"RT @bennydiego: “Without bolder action, our children won’t have time to debate...climate change; they’ll be busy dealing with its effects'…",532883 +1,Six ways #BP is taking action on #climate change & contributing to a solution https://t.co/E88VIGxmYz,236019 +2,"RT @motherboard: High schoolers deliver science textbooks to their climate change-denying Congressman, are sent away via intercom…",953045 +1,RT @WWF: Happy #InternationalForestDay! Forests are on the frontline in the fight against climate change #IntForestDay…,473612 +2,"RT @Seeker: Due to climate change, the U.S. Southwest faces a rise in periods of water scarcity that last more than 35 years. https://t.co/…",217905 +2,Obama administration gives $500m to UN climate change fund - https://t.co/2zx63XXXco https://t.co/f2uZwZgsTv,897647 +2,RT @nytimes: What would it mean for the biggest carbon polluter to abandon the most ambitious effort to fight climate change? https://t.co/…,347132 +2,RT @HuffingtonPost: Bill Nye slams CNN for putting climate change skeptic on #EarthDay panel https://t.co/cQkMe1noRE https://t.co/zAezWgHTPe,423161 +1,"sorry at drivenorth +but at communism_kills +you deny global warming +then all your tweets +have no relevance on matter… https://t.co/tBRL9ttQAT",701453 +1,"RT @6esm: Climate change, myth and religion: Fighting climate change may need stories, not just data https://t.co/iQ2WxZzpk6 - #climatechan…",821686 +-1,"As reported by the latest claims, the truth around the global warming is groundless. Argumentative generating that… https://t.co/41upxc600l",956651 +1,@AJEnglish @derrickg745 It's ok According to the noted science Donald Trump there is no global warming 🔥.,92945 +0,U really out here on Twitter expecting everybody to be doing nothing but thinking about climate change 24/7 ����‍♀️ l… https://t.co/hqEF918oKa,269846 +1,China will gain a lot of international respect if she becomes the champion in the fight against global warming whilst US will be an outcast,295049 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,663686 +1,RT @justinhendrix: Donald believes Russian interference in the US election is a hoax. He also believes climate change is a hoax. There is e…,399620 +1,"RT @CFigueres: When it comes to climate change, timing is everything. Thanks to all who contributed to this Comment in Nature https://t…",804631 +0,No publication bias found in climate change research https://t.co/GfqmGFGxiZ,791754 +2,Ship made a voyage that would not have happened without global warming - https://t.co/jKZhyMApI8,80070 +2,"President Buhari leaves for climate change conference Monday +https://t.co/DS716Z6jyz",251707 +1,$890m EU package to help 79 developing nations combat climate change @Climate_Action_ https://t.co/BhjipzRc4v #EUsupport #ACP #ClimateAction,144636 +2,RT @hellbentpod: 'They couldn’t convincingly argue that climate change isn’t real.' https://t.co/U0YV20myRE,660875 +0,Wow! heavy financial hitters demanding climate change risk evaluation for businesses. ASIC as well? Wonder how inve… https://t.co/KF8G0pHWQ7,417274 +1,RT @amaredak: Our globe LITERALLY can not handle 4 years of neglecting climate change. The effects will be near impossible to recover from,472256 +1,"RT @thinkprogress: Oklahoma hits 100 ° in the dead of winter, because climate change is real +https://t.co/ZiprRr60cP https://t.co/z7umaaKtcC",309067 +1,@J3ff800 @spunkygaga @thehill 99% of credible scientists believe that climate change is man-made. I'm going to beli… https://t.co/t4MXhytkwU,586828 +2,RT @guardianscience: Record-breaking climate change pushes world into ‘uncharted territory’ https://t.co/WY8578mNDk,284678 +-1,@SenSanders I'm in North Dakota in the oil boom. It's -25 and snowing. No sign of global warming up this way lol 😂,994419 +0,"Deny climate change +'I pay my taxes' (but probably not) https://t.co/6I0nIjxRpG",29512 +-1,RT @777BABYG: climate change is a myth https://t.co/DN1IN0xiRu,532008 +-1,@jarrodmyrick @CarlBeijer its 2 say that tho 4 selfishness ought imply global warming alarmism,865192 +0,they asked me what my inspiration was I told em global warming,685704 +2,Record-breaking climate change pushes world into ‘uncharted territory’ https://t.co/5pyZuAh9wO,306439 +1,RT @dodgr007: @SenBobCorker Please vote NO for Pruitt for EPA - he doesn't believe in climate change and doesn't care for the environment.,601629 +2,China warns Trump against abandoning climate change deal https://t.co/YLzWHMHcZL via @FT,326699 +1,"RT @KHayhoe: In the US today, climate change IS a political belief. Which explains why arguing the science doesn't generally go… ",308510 +1,"RT @CityMetric: Yes, the Arctic’s freakishly warm winter is thanks to man-made climate change https://t.co/8ZBsTUPhW3 https://t.co/Iih0ZMcd…",991410 +-1,"@SenSanders 1: even if climate change is true, how much control & power must be amassed to centrally combat such a 'scourge?'",315089 +1,Opinion: American executives who disagree with Trump over climate change ought to stand up for what they believe https://t.co/pmjILnqWPa,314157 +1,RT @INDIEWASHERE: wow ok if 'global warming' is real thn explain why boys r so cold hearted?? thts what i thought 'science' if thats even u…,69421 +1,"RT @JesusOfNaz316: The thing is that war, pollution, climate change, criminal justice, housing, care for seniors, education, & healthcare a…",710229 +1,RT @HillaryForGA: From climate change to immigration reform—we need the help of Democrats at every level to solve our most complex pr…,781618 +2,RT @thehill: Al Gore will hold climate change summit cancelled after Trump inauguration https://t.co/R4Mawe0s4O https://t.co/OBVEzssXsV,796731 +2,Leonardo DiCaprio urges US voters to consider climate change https://t.co/FjzZN6tpUv https://t.co/Ee3J4BNya1,355927 +1,@amcp BBC News at One crid:5ai0q6 ... He has repeatedly denied humans cause climate change and pledges to back recent ...,399179 +1,RT @catfuI: The new president of america is going on trial for raping a 13 year old girl and doesn't believe in climate change,454846 +2,RT @nytimesworld: The Paris agreement on climate change is official. Now what? https://t.co/To6ApOdQtI https://t.co/mpCO1PbgtL,101463 +0,RT @JoyceCarolOates: Hillary Clinton not (evidently) to blame for global warming--GOP doesn't 'believe' in global warming.,154540 +0,@adeelmshah this i agree on but plz understand that their role is disaster management not climate change,298442 +0,15% #Essay #Writing Discount. climate change https://t.co/TChfm0uKdI,137915 +2,Mitochondrial DNA shows past climate change effects on gulls #ChemistryNewslocker https://t.co/gO6NZ9Wtmx,822924 +-1,"climate change is real, but the cause are not humans. The cause may be outside our solar system.. other planets are heating also.. #planetx",253639 +-1,RT @realDonaldTrump: The concept of global warming was created by and for the Chinese in order to make U.S. manufacturing non-competitive.,372548 +1,"RT @KamalaHarris: I stand with @JerryBrownGov in saying that California will not back down on climate change. +https://t.co/xP8Y6eSmyx",673396 +1,RT @haveigotnews: Donald Trump announces plan to counter global warming by building wall around the sun.,670991 +0,"RT @AnnCoulter: .@tafrank: 'Poverty, bad schools, stagnant wages, homelessness, climate change'- all alleviated by less immigration. https:…",143640 +0,"RT @TheMichaelRock: I've been using a regular heater instead of a space heater. Sorry about global warming, you guys.",406234 +1,"RT @ViraIMemes: Yeah, I'm DTF + +D - Down +T - To +F - Save the planet by recycling and spreading climate change awareness",741687 +2,No evidence climate change boosts coffee plant disease https://t.co/V6gToc1BRr,756870 +2,RT @JoelAchenbach: Trump transition asks Energy Dept for names of anyone at meetings on climate change @eilperin @StevenMufson https://t.c…,158727 +2,RT @MarkDiStef: Senator Malcolm Roberts to Breitbart on climate change: “There’s no doubt (Tony Abbott) is a skeptic… I’ve been told very…,990850 +0,@JackFlack_Flash @davidjaygee @UKIPNFKN But... a nuclear winter would solve global warming.... (just yanking yr chain :),22440 +0,RT @paceturf: Cross-check- @turfpathology and @IrrTurfSvcs disagree on climate change - warming cause. What do you think?,872460 +2,"From Reuters - Vatican says Trump risks losing climate change leadership to China: + +The Vatican urged U.S.... https://t.co/qFt8OujPGd",811700 +1,It just got harder to deny climate change drives extreme weather | New Scientist https://t.co/MIjHWoofsR,489683 +1,"RT @SeanMcElwee: conservatives politicized bathrooms and eating vegetables, but noting how climate change denial worsens natural dis…",974140 +-1,RT @theblaze: Watch: Bill Nye blows gasket when a real scientist schools him on facts about ‘climate change’…,24243 +1,"I'm married to a scientist who really knows about climate change. + +Trump knows nothing. https://t.co/EHV3a2sP3a",384525 +2,"RT @Independent: Donald Trump's 'insane' climate change policy will destroy more jobs than it creates, says global warming expert https://t…",166651 +1,RT @Scaramucci: You can take steps to combat climate change without crippling the economy. The fact many people still believe CC is a hoax…,873365 +0,@thewire_in Is climate change real?,115788 +-1,Our scientists are working on settling mars and you still believe in climate change???,219965 +1,"RT @Sustainable2050: For Pauline Krikke, new Mayor of The Hague, climate is a core issue: 'The topic of climate change fits with the cit…",537042 +1,RT @ClimateReality: Our leaders need to listen to the science and #StandWithReality on climate change. Add your name now:…,706588 +-1,We do not have a climate change problem' . . We have a lying to the American voter problem . . . https://t.co/tLrfqn0fat,192850 +1,Five reasons to be optimistic about climate change https://t.co/5itsIPZoyZ https://t.co/3x9UrnoVZW,82408 +2,‘Moore’s law’ for carbon would defeat global warming say Swedish scientists https://t.co/ErmlcAIP2m https://t.co/pgkkfAJ54L,75393 +1,6 Reasons There's No Such Thing as a Meat-Eating Environmentalist https://t.co/ypFXyt6JUe. #vegan #environment #climate change,18918 +1,I believe we should reframe our response to climate change as an imper... #WilliamHague #quotes https://t.co/nG8SIcQm8O,391065 +0,RT @vinnycrack: shes thinking about global warming tell your husband https://t.co/LWWFA5aoiC,480265 +0,"RT @RBReich: I'm often told that climate change is a middle-class issue, and the poor care more about jobs and wages. The... https://t.co/9…",785238 +2,"Forests 'held their breath' during global warming hiatus, research shows https://t.co/0gW3vj46R7",152246 +1,"RT @heathermg: 'Energy department rejects Trump's request to name climate change workers.' Good. Stay strong, fascist resistance. https://t…",673197 +1,RT @SethMacFarlane: HRC proposes installing half a billion solar panels by the end of her first term. Trump thinks climate change is a hoax…,46609 +-1,"RT @SteveSGoddard: It was very warm in the 1940's. This wrecked @NASA's fake global warming story, so they erased the prior warmth.…",746359 +2,RT @CNN: These are the six climate change policies expected to be targeted by Trump's executive order https://t.co/cTAwF6GLKx https://t.co/…,841680 +2,RT @RawStory: What 500-year-old clams can tell us about climate change https://t.co/MQE2fom1FW https://t.co/xtS0d3aUX7,764169 +2,"IPU, Schwarzenegger team up on climate change #ArnoldSchwarzenegger https://t.co/wbRQ5WV9BK #arnoldschwarzenegger",626151 +2,"Devastating global warming is inevitable due to inaction of international community, says leading economist https://t.co/DobZHoN8bu",385344 +1,"@scarfizal I see a guy in deep pains, having challenges adjusting to the climate change. + @EngrKamaldeen @akaebube",903399 +1,RT @CompleteItCuomo: PLEASE Call @NYGovCuomo NOW and tell him to #WalkTheTalk on fracking and climate change by rejecting the #NAPL perm…,356598 +1,RT @azeem: This could be what a global warming tipping point looks like https://t.co/AnN6bWsxiG,928389 +2,RT @alicebell: oil and gas company Santos admit their biz plans are based on a climate change scenario of a 4C rise https://t.co/xByfcIR0Ge,23654 +0,... ask me what my inspiration was I told em global warming ya feel me?' https://t.co/hcPaIaXmdO,717567 +1,RT @GirlMacFarlane: When will people get it through their thick skulls?The cost of preventing climate change is so much less than denying i…,393825 +1,That’s how we will overcome the functionality of climate change is dangerous. Join the new normal.,572372 +1,President Trump Poses These Threats to Environment: The new POTUS calls global warming a hoax. He is not a friend… https://t.co/IlMcQMFfDj,778114 +1,RT @tveitdal: Global Warming 2250 Could Make Earth Warmest In Over 400 Mil Years 9 ways climate change are destroying our planet…,659096 +2,"RT @Bentler: https://t.co/Aw6hhy9HgK +Record-breaking climate events worldwide shaped by global warming, scientists find +#climate…",728 +2,RT @azmoderate: Meet the Republicans fighting climate change https://t.co/oIkQe7Rtbz,638126 +2,"RT @BostonGlobe: At odds with scientific consensus, the head of the EPA says he doesn't think carbon dioxide causes global warming.… ",621274 +1,"RT @DavidSuzukiFDN: In the wake of the US election, more than ever we need to double down on our efforts to fight climate change. Inspi…",852707 +1,"RT @RVAwonk: This. Is. Devastating. Trump's budget eliminates $ for ALL climate change research & programs, & strips ALL $ for U…",634902 +1,"RT @IRENA: Young people will inherit the issues of climate change, it's important that you hold our feet to the fire @IRENA DG…",534986 +0,The problem in our world 2day is not climate change or economic issues but the rising challenges of inhuman senseless people in human form.,209357 +1,RT @SethMacFarlane: HRC proposes installing half a billion solar panels by the end of her first term. Trump thinks climate change is a hoax…,291484 +1,"RT @tonyschwartz: Beyond global warming, the heart of the crisis we face worldwide is income inequality. Trump is a horrific symbol of the…",391872 +0,Niggas ask me what my inspiration was I said global warming',611588 +1,RT ClimateReality: A Republican governor just stood up for clean energy. Because climate change shouldn't be a par… https://t.co/5gvmpJuUpV,993222 +0,@T_S_P_O_O_K_Y @POTUS FLASH: Putin denies Russian weather machine responsible for climate change. World ends at ten film at eleven.,779356 +1,"RT @c40cities: Mayors of Paris & Washington are inspiring global leaders, committed to tackling climate change #Women4Climate…",441454 +1,How some People still negate the reality of global warming? https://t.co/srkj7uKp8u @Deanofcomedy @billmaher @pattonoswalt,826671 +1,@CMSH1969 @JohnKasich The 'deal' is about how the entire world is effected by climate change. It's unfortunate that… https://t.co/qUFqffl9KF,905190 +2,WATCH Siberian crater highlights dramatic impact of climate change. https://t.co/iNv4cEga97,613252 +0,Roses you carnation pink All global warming red trumpet earth me,353744 +-1,"RT @Education4Libs: Facts: There are 2 genders, global warming is made up, the pay gap isn't real, women have equal rights, guns save lives…",952071 +2,"RT @ajplus: 21 teens are suing the U.S. govt for its impact on climate change and violating their rights to life, liberty and property.",726517 +0,@scottwahlstrom Was kind of weird to be the only climate change student in a big oil and gas conference there with… https://t.co/M0opTbAVbD,744687 +-1,@guardian climate change with mankind as the main culprit has always been a huge joke. Solar influence is a main player never gets mentioned,151664 +1,"RT @colbertlateshow: Donald Trump called global warming “very expensive...bulls**t,â€ which is also the motto for Trump University! #LSSC h…",701615 +0,"RT @Haggisman57: When 225 Canadians jet to Morocco to ‘fight climate change’, they emit clouds of hypocrisy https://t.co/wfD91dyl0m #cdnpol…",972717 +-1,"@LauriLoveX Don't you start with that 'climate change' hoax again!!!111 +😜",671315 +2,RT @vicenews: Donald Trump’s unlikely climate change foe: corporate America https://t.co/PaCuRTkF8R https://t.co/lmWHU1xLmO,760751 +1,Does Earth Hour have value in the age of climate change denial? https://t.co/pXuZWa6Ynl,739113 +1,how people honestly think global warming is fake IT WAS 90 DEGREES IN OCTOBER,603746 +1,"What the world might look like soon due to climate change, visualised on a world map. https://t.co/8izQOVuw9N",943879 +-1,Mathematical proof that man-made climate change is a total hoax – https://t.co/JXkZaUzlei https://t.co/Px4yjkll4c,187710 +1,This anthropologist is sharing firsthand accounts of those at the forefront of climate change https://t.co/Qg7elFL1wx #MyClimateAction #h…,689586 +-1,RT @kwilli1046: JW suspects fraud ‘science’ behind the Obama EPA - a scheme to end coal under the guise of fighting global warming. https:/…,26374 +2,Octopus in the parking garage is climate change’s canary in the coal mine https://t.co/OK6vnoujz4,630062 +2,The kids suing Donald Trump over inaction on global warming are marching to the White... https://t.co/KKPwWmr76b by… https://t.co/la5JbpIAeT,7566 +-1,"RT @AlanJones: The final nail in the global warming coffin. Read it and weep + +https://t.co/R3vr3xOsNt",801777 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,931326 +0,"RT @Sarcona_Felix: • Does this make global warming worse? +• What happens next? +• What does this mean for USA? + +My story, w/ answers: https…",812042 +2,RT @thebriefintl: Pakistan becomes fifth country in the world to adopt legislation on climate change https://t.co/nWlJuXr283,469822 +1,"RT @AlexSteffen: It's a form of climate denialism to focus on lost coal jobs but not on jobs being lost from impacts of climate change. + +Fo…",391857 +2,RT @EcoInternet3: New NOAA #climate change study finds more warming of #ocean: Stgist https://t.co/byYZpd6tgd #environment,71010 +1,But there's no global warming says President elect Trump https://t.co/tt4Zmiynck,139707 +1,RT @_OScience: Thawing #permafrost feeds climate change https://t.co/Tl8oNs452l @_OScience @floridastate #ClimateChange https://t.co/mKEP6L…,921016 +1,RT @Anthony: tfw Exxon is to the left of the President of the United States on climate change... https://t.co/Pr74eCgTCj,96769 +1,"RT @LKrauss1: Women's rights, and climate change. Two reasons Trump needs to lose, and hopefully Democrats gain senate majority.",823371 +0,@aoakeley I'm on board... climate change nerds are always fun to trounce,400424 +-1,"RT @RedHotSquirrel: When the much-publicised global warming hits the Northern Hemisphere in 2017: + +Greenland's icecap hits record +Switzerla…",789245 +2,RT @Anon_Eu: The country set to cash in on climate change https://t.co/yPiYy9EYJH #Worldnews #News https://t.co/1Lpx2XWYpz,88381 +1,A great Chilean writer with a tragic tale of destruction at the hands of climate change https://t.co/jRrktq0evc,907412 +0,"RT @MuzaimirMokhtar: If you bring warmth to people in a global context, would that be global warming ?",918397 +1,"RT @LeoDiCaprio: Want to stop climate change, @UWM? See #BeforeTheFlood at your University #BeforeYouVote. +https://t.co/ubMubJMbkv",656878 +1,RT @SwannyQLD: The imperative of reducing carbon emissions shouldn't be held hostage to climate change deniers in Turnbull Govt & BCA #ausp…,462669 +0,"RT @michellemalkin: In my house, 'climate change' is when my hubby keeps turning the heater down and I keep turning it up. https://t.co/iDu…",112264 +0,Hey does smoking weed add to global warming,483171 +0,"Mega-sized Canadian delegation in Morocco for this year’s United Nations climate change conference + https://t.co/pKKRIp5MfZ",576083 +1,RT @Suriya_offl: Together we can minimize the ill effects of climate change!! Have used solar panels at home! #CarbonZeroChallenge…,731321 +-1,RT @sean_spicier: Getting set up in my office. Found stacks of manuals titled 'How climate change causes terrorism.' Should be good kindlin…,869330 +1,RT @WhatDesignCanDo: On stage now: 'It's all about creativity vs. climate change.' - Naresh Ramchandani on his activist initiative…,431135 +1,RT @basedlightskin: We have a president who thinks climate change is a conspiracy made by the Chinese and have a VP who believes shock ther…,625105 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,85807 +1,RT @GeorgeTakei: Very bad news for planet Earth and climate change. https://t.co/3Gj8webWsK,738130 +1,RT @sasha_a_fox: @summerbrennan https://t.co/LddSfCRszX I collected a bunch of climate change stories people should have read in the last y…,537122 +0,"If Ong and Jaehwan don't make it into the top 11, Produce 101 is cancelled. Jaehwan's voice literally cured cancer and global warming.",10294 +-1,"RT @JaredWyand: Steve Bannon means bye bye to the climate change scheme we're spending $22,000,000,000 a year on for 'research' + +https://t.…",816901 +1,"World Bank & IMF must recommit to combating climate change, inequality https://t.co/B1f2IyPu5K",263482 +1,"You; If global warming is made up, why is it snowing in mid April + +Me; I agree",552939 +2,"RT @lennieforsenate: World has three years left to stop dangerous climate change, warn experts | Environment | The Guardian https://t.co/D5…",409326 +1,"RT @NiceTrumpTweets: I don't deny climate change exists, I just don't want to think about a world where sunshine and rainbows don't exist!…",635492 +2,RT @politico_media: .@weatherchannel is calling out Breitbart for the publication's skepticism on climate change https://t.co/9VVtCvGsw5 ht…,679735 +2,RT @maggieNYT: A million bottles a minute: world's plastic binge 'as dangerous as climate change' | Environment | The Guardian https://t.co…,593923 +0,RT @PornUniversity: My man said climate change is a gender https://t.co/bWVBNOB0RQ,893912 +1,"RT @TheKennyDevine: You say climate change isn't real, overwhelming evidence says it is. Let's call the whole thing an embarrassing bli… ",617558 +2,RT @Reuters: Secretary of State Kerry urges countries to treat climate change as urgent threat despite uncertainty he says creat…,997331 +2,New York braces for the looming threats of climate change https://t.co/Yxm7xTOmQ9,800786 +1,RT @nycjim: New EPA chief rejects established science on impact of human activity in #climate change. https://t.co/hdUbJ2tlxN https://t.co/…,675195 +1,RT @WorldfNature: Taking on Adani is not just about climate change. It's taking back power from corporate plutocracy - The Guardian…,955594 +2,#Science New research suggests current models predicting evolutionary responses to climate change are surprisingly… https://t.co/PUjbdA5A4h,436715 +2,RT @NewYorker: The teens suing over climate change. https://t.co/eoyQq0DsuE,44411 +1,@KStreetHipster Maybe the GOP plan for coping with climate change actually has been cold-heartedness *the whole tim… https://t.co/xGYu3y54es,595142 +1,"RT @DiscoveryIN: Uh oh! And he said human-driven climate change is one of the key threats to civilization. #DiscoveryNews +https://t.co/qQkH…",966388 +-1,RT @hockeyschtick1: 'When climate change warriors can’t keep their stories straight' https://t.co/pBC8xgminr,550084 +0,RT @larissaciauna: they asked me what my inspiration was i told them global warming https://t.co/M7WxSWvzLI,29234 +1,"RT @LeeCamp: More Americans are dying from extreme weather due to climate change than terrorists. End imperialist, resource stealing wars.",36306 +1,RT @VICE: The new EPA secretary is happy to ignore evidence CO2 causes global warming: https://t.co/dmba2An24m https://t.co/M1CCXoRd6c,565888 +1,RT @ClimateNexus: How climate change's effect on agriculture can lead to war https://t.co/ydbrX0v5zJ via @Newsweek https://t.co/2nRVw4YQp0,274823 +0,Sussex graduate Dr Melissa Lazenby explains why studying African climate change was a very personal choice for her. https://t.co/nXzGxqEShh,862944 +1,Take a stand for the climate in honor of Earth Day and sign @AWF_Official's climate change petition https://t.co/vvcZTduVdT,354740 +0,RT @RuBotDragRace: How can you deny global warming when my pussy this hot,732166 +2,RT @BI_Science: 'It is happening here and now': NYC is prepping for the looming threat of climate change https://t.co/zVUyz7kYsN https://t.…,588970 +-1,"RT @TwitchyTeam: Tree-huggin’ hippie! Man walking BAREFOOT across America to protest climate change, ‘save the earth’ + +https://t.co/goj1Nv…",741990 +1,@realDonaldTrump Does this mean you believe His Holiness that climate change is threatening our planet? So you'll s… https://t.co/NDAy1uIRri,574957 +1,"RT @NatGeoChannel: Watch #BeforeTheFlood right here, as @LeoDiCaprio travels the world to tackle climate change https://t.co/LkDehj3tNn htt…",126061 +2,Entire financial system at risk'; APRA preps to apply #climate change stress test to AUS financial institutions: https://t.co/85p31WbzKG,913492 +0,RT @sirjoka: PMB attends a climate change conference to make commitments to reduce carbon emissions when we aren't even industri…,104550 +1,"RT @ECHOActionTeam: Doctors must respond to changes in the politics of climate change #ClimateChange and #Health #ClimateCrisis #410ppm +htt…",101062 +1,"As rain pelts a town near the North Pole, a plea to take climate change seriously: https://t.co/ipR78HH2Eu yulsman https://t.co/cW6s9uh7t7",306309 +1,RT @SenSanders: If we don't address climate change there'll be more conflict over limited resources. We must listen to scientists not fossi…,491670 +1,RT @PlanetGreen: Want to fight climate change. Think about growing more than just grass https://t.co/KKwgW27eY7 @russmclendon https://t.co…,235025 +0,Free stream of tonight's climate change event with @SenBobCasey on Pennsylvania Cable Network (@pcntv),187860 +0,RT @handymayhem: African Americans believe in man made climate change? Please RT,986830 +1,"Warmest February on record, but don't worry, even though climate change is happening before our eyes it's still a hoax. #alternativefacts",60288 +1,"@SenatorIsakson - No Tillerson! - conflicts of interest, wants fewer sanctions on Russia, denier of climate change",381817 +1,RT @retroJACE: global warming real as hell. al gore told us. leo dicaprio keep tryna tell us. its 82 degrees and its halloween. sumn aint r…,985330 +0,@SethMacFarlane what's your opinion on animal agriculture in links to global warming???,478445 +1,"RT @ZachJCarter: You don't 'believe in' climate change. + +You *understand* climate change. + +Stop asking people if they believe in it. + +Scien…",895826 +0,waiting for climate change effects https://t.co/hCQJih1Muo https://t.co/s9v13dQMcw,362795 +0,I liked a @YouTube video https://t.co/vETmaFEKVN these intros will legit stop global warming,884893 +1,Doubters like climate change deniers will insist 'there is no proof' https://t.co/6uWdjlLIQD,409169 +-1,"Climate Change Madness +Save the province from global warming zealots before they ruin us economically… https://t.co/akZjjB1ZJo",532509 +1,RT @Caeleybug: I get more heated than our atmosphere with all this CO2 in it when someone tries to tell me that global warming doesn't exist,659480 +1,RT @OrganicConsumer: Curbing climate change starts with healthy soil https://t.co/QsU8ugrH69,15158 +1,Bending emissions curve by 2020 is only way to limit climate change. IIED is at Mission 2020 launch today.#2020dontbelate @andynortondev,816413 +0,RT @jay_zimmer: Icebergs for global warming https://t.co/8ZYOZK4KfR,250733 +2,RT @nytimesworld: One Chinese city has more to lose from what climate change may bring than any other city on the planet…,791267 +0,@realDonaldTrump if global warming not real then explain this #yourefakenews https://t.co/cmpi3zLbHr,433528 +0,"I mean, I’d look at her for that I’m just give it again – we need global warming! I’ve said if Hillary Clinton were a great",64788 +1,"RT @ThePlumLineGS: NEW post: + +Trump's new comments to the Times on climate change aren't reassuring. They're deeply alarming: + +https://t.c…",562497 +1,Explore MacArthur’s continued work aimed at preventing climate change: https://t.co/cN8aZmURoj https://t.co/2rpwgwDufP,493125 +2,Trump's threat on climate change pledges will hit Africa hard - The Conversation AU https://t.co/7vyxynAM6R,626785 +1,"RT @kurteichenwald: Ok, let them deny climate change. If GOP wants to save coal miners' opportunity to work, it should be pushing solar. ht…",737601 +2,"RT @NRDC: The #PolarVortex could be shifting due to climate change, according to a new study. https://t.co/w1ATkMiDaP via @washingtonpost",978629 +1,"climate change isn't a thing' + +want to try again? https://t.co/doST1QpAqV",77432 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,951843 +1,RT @ClimateReality: You might have heard the CDC cancelled a major conference on climate change and public health. We have something exciti…,115499 +1,RT @ajplus: Now you can plant a tree and protest President Trump's climate change denial at the same time. https://t.co/VmEMsnGl5J,972086 +0,.@oreillyfactor .@DennisDMZ @marthamaccallum Dispatch EPA paramilitary to apprehend flag burners for felony anthropogenic climate change.,42591 +1,"RT @danagould: Would Hillary Clinton have put a climate change denier in charge of the EPA? You voted for Clinton, or you helped elect Tru…",856244 +1,RT @CNN: No snow where there should be. Bleached anemones. Cracks in the ice. This is what climate change looks like:…,500150 +1,"global warming, check. robotics/intelligence, check. human beings, next.",703035 +-1,RT @Thomas_Hern1: You might be a liberal if you'd rather fight climate change instead of ISIS.,123589 +0,RT @ReaderFaves: RT @AMZ0NE A SciFi author explains why we won't solve global warming. Read the blog. ▶https://t.co/balPA9uGdt #amreading,280934 +1,RT @Dory: me in 20 years cause all these politicians are ignoring global warming https://t.co/f5aJkxQumz,444732 +2,RT @sciam: An open letter from scientists to President-elect Trump on climate change https://t.co/A5DL4YVsuf https://t.co/WHKYXxg6Xb,403793 +1,RT @koifresco: the solution the correcting climate change is simple: go vegan,649228 +2,RT @Harvard: “Harvard must continue to drive progress related to climate change” said Harvard President Drew Faust https://t.co/h5z4XL8WRB,30331 +2,https://t.co/B2Fk05gnwC Forbidden phrases at US Dept. of Energy: Don't use 'climate change' https://t.co/B2Fk05gnwC… https://t.co/YpTdfuh3nw,954879 +1,RT @lifeaseva: Taking shorter showers and buying reusable bottles won't stop global warming. It's the main result of our agriculture demand…,877492 +1,"RT @Independent: Thanks to climate change, it's time to say goodbye to mild weather as you know it https://t.co/nqe9BJxZBu",471146 +1,RT @SenSanders: We have a president-elect who doesn't believe in climate change. Millions of people are going to have to say: Mr. T…,967208 +2,RT @JSchuurMD: Octopus in parking lot is climate change canary in coal mine. https://t.co/paciDSyQK1,839108 +1,RT @TDSIanJames: A climate change solution beneath our feet: California farmers could be paid to enhance soils in ways that store ca…,151641 +2,RT @CarbonBrief: NEW - Explainer: Dealing with the ‘loss and damage’ caused by climate change | @RozPidcock @some_yeo…,415302 +2,RT @amjoyshow: EPA chief Scott Pruitt says carbon dioxide is not a primary contributor to global warming https://t.co/2tITYOUfcC,768636 +1,America’s children have officially won the right to sue their government over global warming. #earth #justice https://t.co/irf6A4bevu,668283 +0,"Ben Phillips | Spice Cream! - global warming on my tongue - PRANK! - + +The Best Seller You must read: This ... -… https://t.co/3ncOBkOpIw",984806 +1,"RT @LancsUniLEC: Mountaineer wins a fellowship to study how climate change may affect the role of mountains as global carbon sinks +https://…",959397 +1,The head of the EPA doesn't believe in climate change and the Secretary of Education wrote in his memoir about making friends with a bear.,170884 +-1,RT @drrimer: @TTrogdon @chrislhayes And there is no climate change. #Trump,116318 +1,"RT @AssaadRazzouk: In the new new world, China lectures the United States about climate change and the importance of cooperation betwe…",307020 +2,RT @CBDNews: Diet and global climate change |Study: Eating healthier food could reduce greenhouse gas emissions - @ScienceDaily…,919847 +2,RT @guardian: ‘There’s no plan B’: climate change scientists fear consequence of Trump victory https://t.co/SPSsRcvGeW,947091 +1,"RT @NatGeoChannel: Watch #BeforeTheFlood right here, as @LeoDiCaprio travels the world to tackle climate change https://t.co/LkDehj3tNn htt…",995450 +1,RT @BrookingsInst: Progress in girls’ education & climate change are intricately interdependent. Find out why: https://t.co/MZoptSnhCD http…,781352 +2,RT @SDavld: EPA phones ring off the hook after Pruitt's remarks on climate change: report https://t.co/CEsJB8lCWH,55713 +2,Popular at @newscientist today: Most people still don’t know #climate change is entirely human-made https://t.co/UrGx2cipy1 @mjflepage,280821 +2,Philippines' Duterte signs Paris pact on climate change - Reuters https://t.co/pTvuObv3VT,846404 +1,@kranzman actually I think it's his Twitter password. If we act quick we can get on his profile and start posting articles on climate change,796313 +1,"RT @1StarFleetCadet: 45’s budget our scientists have been fearing $7 billion Cuts climate change, diseases, and energy + https://t.co/0mcwWB…",928988 +2,RT @VICE: Rex Tillerson allegedly used a fake email name at Exxon to discuss climate change: https://t.co/Doay1W3rFC https://t.co/qWz5fA73cr,519564 +0,RT @ErikWemple: Here's the statement of NYT editorial page editor James Bennet about Bret Stephens' op-ed on climate change. https://t.co/g…,298449 +-1,"@realDonaldTrump lectured by leaders on climate change who don't meet NATO commitment to 2% of GDP on defense, the irony #ParisAgreement",546943 +0,"RT @AmbJohnBolton: The #ParisAccord would have a negligible effect on global warming (per MIT study), and at an extraordinary economic cost.",697115 +1,"RT @ErikSolheim: 11 terrifying climate change facts in 2017. +We need urgent #ClimateAction! +https://t.co/U2f9Hq95f1",630330 +1,"Winter really lasted about 18 days, but global warming isn't real? Ya great-grandkids gonna be living on the moon eating chicken toothpaste",371849 +2,RT @NinjaEconomics: China tells Trump climate change isn't a hoax it invented https://t.co/uzyfIAURZ1,407300 +2,"In rare move, China criticizes Trump plan to exit climate change pact https://t.co/t98n438LhW via @Reuters",22833 +0,"@Josh_Moon global warming is a freakin joke, right?",215208 +1,RT @nytimes: Opinion: What is the most efficient thing you — just one concerned person — can do about global warming? https://t.co/JkDBR5yJ…,78330 +0,@realDonaldTrump listen to only about 100 scientists about global climate change,57367 +0,@DLoesch Eclips! Proof of climate change!!!��,938437 +1,The only way States can fight against climate change is 2 work around the ignoble authoritarian conman in the WH. https://t.co/81vJwRi1TU,572039 +1,RT @mehdirhasan: Says man who called climate change a Chinese hoax and appointed a climate change denier to run the EPA... https://t.co/0PK…,305229 +2,"Land use, global climate change exacerbating flood hazard in the UK: https://t.co/gv5oWxeAGp",422792 +2,RT @ClimateChangRR: 37 fossil fuel companies sued for 'knowingly contributing to climate change' https://t.co/yKBSthGfIw https://t.co/0dSZP…,424917 +1,RT @StigAbell: I know nobody cares about climate change in the brave new world. But the red line is this year's sea ice. This look…,366734 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,806243 +0,@TheLastLeg #isitok that Lawson went on the BBC and said climate change is bollocks?,146456 +2,RT @PWallenberg: How farmers convinced scientists to take climate change seriously https://t.co/ReoCGGKY4C,353496 +1,@MAGAJamesJoseph I either have the word of NASA who agree with 97% of climate scientists that climate change is rea… https://t.co/ndGuJ0IdwU,810486 +1,"RT @ErikSolheim: Unorthodox, but inspiring alliance! +California and Norway join hands to combat dangerous climate change.…",429583 +1,RT @SenSanders: We have a president-elect who doesn’t believe in climate change. That’s frightening for this country and the world.,543536 +1,RT @LeeCamp: My take on how Trump's memo to Dept. of Energy is a WITCH HUNT for climate change scientists in NEW REDACTED. WATCH: https://t…,378980 +1,RT @DalrympleWill: Look back with nostalgia on the good ol' days when we worried about climate change. Now we have Kim v Trump & we are all…,624332 +2,Indian farmers fight against climate change using trees as a weapon https://t.co/1ZHRmB7qh1,20339 +1,"From climate change, to species extinction, to mass human migration due to flooding, hunger and war. Humanity faces…https://t.co/mGVpqLfbx2",863222 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,561857 +1,"RT @SierraClub: Facing a President who denies reality of climate change, we must mobilize! Join us 4/29 for #PeoplesClimate March … ",977441 +1,RT @RealBradGarrett: Trump: 'Nobody really knows' if climate change is real He's so frightening. https://t.co/0lx76PhyFY,116872 +2,RT @AP: AP's @wirereporter explains how the loss of Arctic sea ice is caused by – and fueling – climate change. https://t.co/JPKar8lW9r,154560 +-1,RT @DineshDSouza: CLIMATE SCIENCE ACCORDING TO THE LEFT: We know global warming is real if it gets hotter--or colder https://t.co/r8sgsiBTxz,111323 +-1,@peacoatseason @LeahRBoss You do know when you exhale it's CO2. so if we get rid of liberals so called global warming problem solved,242977 +2,RT @SecretsBedard: Trump chooses Mitch McConnell over Ivanka on Paris climate change deal https://t.co/GfTJOsv9Js via @dcexaminer,133231 +2,RT @scifeeds: Researchers help rural women in India improve health and slow global warming through clean cookstove use https://t.co/Fo5KNFs…,163302 +1,RT @pharris830: The scariest thing I see is that nothing will get done on climate change. Hard to count your money when you can't breathe!,980008 +1,Here’s a reminder for Scott Pruitt: CO2 IS a major contributor to global warming – and people are to blame. https://t.co/d3QV8h3DWv,265202 +1,A huge climate change victory just happened in Rwanda — and few people noticed https://t.co/bUNb0tPnfP https://t.co/u7JwYEWChC,569444 +1,RT @ForeignPolicy: Trump may kill the world’s last hope for a climate change pact @robbiegramer reports on the bleak view from #COP22…,630790 +1,"RT @alfonslopeztena: How climate change has already affected the earth ➡️ +https://t.co/3tMWqk2piT",108273 +0,climate change is going to turn me into a radical miyazaki ecopunk lol,547161 +1,RT @deadhomosexual: honestly like yeah i wanna die but not in the hands of some white devils that think climate change isn't real https://t…,969723 +1,"RT @veggieathletic: @veggieathletic #Trump is so out of touch with the modern world, he thinks climate change is a myth.",394346 +2,Rex Tillerson used fake name to discuss climate change while Exxon Mobil CEO https://t.co/0guMn3nkW3,350977 +1,#Stigmabase USCA - Climate change's toll on mental health - But climate change also takes a significant toll on… https://t.co/xko6O23YIu,615195 +1,"I just joined @NatGeoChannel @21CF in combating climate change. Take action #BeforeTheFlood +https://t.co/8HQmzaAXIx",195506 +1,RT @Cannddycane: climate change is happening people!!! It's also very bad!!! stop listening to republicans that literally know nothing abou…,450161 +0,"DNC staffer rips Donna Brazille. Screams he will prematurely die from climate change. All her fault +https://t.co/09GSdNFESC via @HuffPostPol",570344 +2,What could the world do if Trump pulls the US out of the Paris Agreement on climate change? https://t.co/KkqSD5ujYy via @ConversationUS,13229 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,931086 +1,RT @MissEllieMae: There is no technological impediment to stopping climate change. It's an issue of political will and the power of the fos…,376222 +1,"Invasive species, population & climate change are present maj. challenges to #StateoftheEnvironment @JoshFrydenberg https://t.co/x6sEMPUo2z",701274 +-1,"The hard proof that finally shows global warming forecasts that are costing you billions were WRONG all along +https://t.co/poiIllyuGQ",876285 +0,RT @gentlemoonIight: if global warming isn't real why did club penguin shut down,20299 +2,Kerry says he'll continue with anti-global warming efforts https://t.co/aKE6nBXptu,825673 +2,RT @thehill: Sierra Club calls for investigation of EPA head over climate change comments https://t.co/q661mcztYk https://t.co/eLpJJkEQ3I,347530 +-1,"@SenSanders @realDonaldTrump It's hot here in Orlando everyday regardless, I don't give the slightest shit about climate change",850061 +2,RT @Pat1066Patrick: How we're waking climate change's sleeping giant - Environment - NZ Herald News https://t.co/1qxJqAfm2p,63872 +1,RT @frankieboyle: Let's look on the bright side. Maybe climate change will kill off humanity before a Global Fascist government can start t…,207271 +1,RT @SethMacFarlane: HRC proposes installing half a billion solar panels by the end of her first term. Trump thinks climate change is a hoax…,290896 +1,RT @griffin_klement: There’s another story to tell about climate change. And it starts with water | Judith D Schwartz https://t.co/SEBebUXI…,739293 +2,Peru floods kill 67 and spark criticism of country's climate change preparedness https://t.co/UmVIQzTNyE,569186 +1,RT @SJCR_GEOG: Malcolm Turnbull must address the health risks of climate change #climatechange https://t.co/TdFYcIlTbW,692147 +1,"The good news about climate change (yes, that exists) - a US angle & a great Monday morning read… https://t.co/mtXag74AGL",968152 +1,RT @BernieSanders: 'The concept of global warming was created by and for the Chinese in order to make U.S. manufacturing non-competiti…,775594 +2,"RT @ticiaverveer: Antarctic Ice Sheet study reveals 8,000-year record of climate change https://t.co/H8rZgdZ2CV",823836 +1,RT @Slate: China very kindly explains to Trump that it didn’t invent climate change as a hoax: https://t.co/wqQuPCgbeH https://t.co/2bFJ4wL…,776324 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,892130 +0,I wonder what the effects of climate change are on flying? Flights have never been bumpier,467843 +1,RT @skepticscience: How should climate scientists react to a president-elect who calls global warming a “hoax?” How much should they... htt…,127065 +1,RT @TeenVogue: And rightfully so — Trump has said that he doesn't believe in climate change more than once 😞 https://t.co/IuUKUWXsDM,481145 +1,"RT @kumailn: 'Catastrophic weather anomalies caused by climate change are pummeling us repeatedly. What do we do?' + +'Deport the immigrants.'",136845 +1,"RT @GeorgeTakei: The White House removed its climate change web page. And the healthcare, civil rights and LGBT sections. Just thought you…",34367 +2,This man is one of the world's leading experts on climate change. He's called for rebellion against Trump https://t.co/pPJ5xuGqMb,172201 +1,RT @ReinaDeAfrica_: When you know this unusually warm weather in October is due to global warming and climate change but you still kind…,212133 +2,Trump’s Defense secretary calls climate change a national security risk https://t.co/IZvDwohuFh https://t.co/iAG2BEhzOM,647191 +-1,@ColinJEly1 I'm starting to question popular views about climate change too. Really I'd just love freedom & prosperity.,855001 +2,RT @ClimateCentral: These maps show what Americans think about climate change https://t.co/nxNnH3qHLK via @grist https://t.co/92m4CINrkz,983147 +1,RT @cnni: No snow where there should be. Bleached anemones. Cracks in the ice. This is what climate change looks like:…,151625 +2,"9-year-old sues Indian govt over inaction on climate change +https://t.co/Pd7Crlduuz +-via @inshorts",393557 +2,"RT @AltNatParkSer: EU pledges $20bn/yr for next five years to fight climate change despite Trump's plan to pull out of #ParisAgreement + +htt…",420571 +-1,RT @theblaze: Watch: CNN anchor tries to tie Hurricane Harvey to climate change — then scientist confronts him with truth…,844805 +2,Russian President Vladimir Putin says climate change good for economy https://t.co/kHX8q1bOul,783743 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,602921 +1,"RT @altNOAA: We need a National Security Advisor that understands climate change, and how it alters geopolitics, economics and migration.…",660924 +1,The Guardian view on Trump and global warming: the right fight | Editorial: The president-elect should understand… https://t.co/iOvlhwd53n,634591 +2,#weather Murray Energy CEO claims global warming is a hoax – https://t.co/FsuwTDDeJC – CNBC https://t.co/WIy9NDWP15 #forecast,277407 +1,"RT @JoshAGarrett: Say goodbye to funding for climate change research, funding for women's health issues and rights for the LGBTQ+ community",751436 +2,RT @feraliaga: Is there a link between climate change and diabetes? https://t.co/dO5u5rKywu https://t.co/zH4Y9FyO1I,134012 +2,RT @AP_Politics: BREAKING: President Donald Trump signs executive order rolling back Obama's efforts to combat climate change.,805749 +1,RT @manjusrii: At what point do we acknowledge climate change? When we've run out of names for cat 4 and 5 hurricanes? Houston sin…,962267 +-1,"@BreitbartNews The heck w global warming...Al, leave the rest of us some food!!!",821675 +0,Can this argument be used in a climate change related issue? So basically according to MMS we won't think about our… https://t.co/B7CVlvE6Vp,209134 +0,"RT @SirThomasWynne: Turnbull's dead end on climate change + + https://t.co/sn0jeT6o3G",280491 +1,RT @JohnWDean: UNBELIEVABLE: Rex Tillerson used an alias -- 'Wagner Tracker' -- at Exxon Mobil for climate change talk emails: WSJ https://…,135040 +1,"RT @HeatherPinnock: It might seem like an impossible task sometimes, but this is how we can limit global warming to 1.5°C…",192155 +-1,"@DTrumpExposed @realDonaldTrump exactly!! Over 300,000 jobs lost in climate change, idk how many thoisands from planned parenthood!!",171077 +2,20 nations sign up for climate change meet at https://t.co/GPGpShNNKP,859575 +1,RT @savmontano: Our president doesn't believe in global warming so we're all doomed regardless,836508 +1,@idreamofgoodgov @Anti_Coonary12 Hillary would have tackled climate change which you claim is everything to you. Donald doesn't give half a,998969 +1,RT @kurteichenwald: China is now explaining the history of climate change science/politics 2 underscore to Trump they didnt do a hoax. God…,939526 +2,RT @Newsweek: Another climate change bomb drops as Interior Secretary Zinke signs Alaskan drilling order https://t.co/W8p3de6KuV https://t.…,815148 +0,carbon emission accounting intern: (CCC) creates unique and effective tools for mitigating climate change while… https://t.co/Ffo5h1zuDr,275324 +0,@CaseyNeistat Thoughts on #BeforetheFlood + global warming in the next #Vlog? ;-) https://t.co/4QGedkhEkW,936961 +2,"⚡️ “Meteorologist opens up about the struggle with fighting climate change” + +https://t.co/PaHjDABAMU",223703 +2,"In rare move, China criticises Trump plan to exit climate change pact https://t.co/uW2dAn82ps",349903 +2,China warns Trump against abandoning climate change deal https://t.co/D6wJwKmeUH via @FT,729566 +1,RT @twinkhoran: trump doesn't believe in global warming not only are we at risk but also our environment???,973824 +2,RT @guardianeco: Rebellious Shell shareholders to vote for new climate change goals https://t.co/INjrShk6Kv,646808 +2,"RT @SuzanneYork: Mexico's Maya point way to slow species loss, climate change. https://t.co/HGquuX1X51",879532 +1,"RT @openp2pdesign: Why humans are so bad at understanding climate change, and how we could solve this https://t.co/TjsZNGrzHO",70752 +0,"@RailaOdinga @RailaOdinga thanks for showing up sir story ya climate change simply clarify it with; +1. the polluter pay policy",919034 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,634526 +2,Stephen Colbert skewers EPA chief Scott Pruitt's climate change theory https://t.co/LtoIzM23fS via @HuffPostComedy,284511 +2,RT @AJListeningPost: The scant coverage of the #StandingRock protests “goes in lockstep with a lack of coverage of climate change” – Amy…,973340 +2,EPA director-CO2 isn't primary contributor to climate change: https://t.co/JsgXFRzXTn via @colorlines,315479 +1,"@PoliticusSarah @politicususa Time 2 wakeup to the greed of the oil barons, climate change, & Putin's sec.of state.",54399 +-1,RT @realDonaldTrump: The concept of global warming was created by and for the Chinese in order to make U.S. manufacturing non-competitive.,255541 +1,RT @waldojaquith: We’re in Bizarro America when the only cabinet pick who believes in climate change is the Exxon CEO.,316945 +1,today our head of security said that climate change isn't real and i laughed in his face & made fun of him until he went back to his office,379020 +1,"In complicated political times, it's up to the private sector to lead sustainability and respond to climate change. https://t.co/YJF5B3X45Z",42127 +2,"Backlash as EPA chief Scott Pruitt questions science of global warming https://t.co/QdpApRVgZE + +— Sky News (SkyNews) March 11, 2017 + +#merc…",453574 +0,"RT @MimsyYamaguchi: @ScottWalker Affordable Care Act, legalization of same-sex marriage, Recovery Act, Paris Agreement on climate change, m…",555340 +1,RT @foe_us: #ExxonKnew about climate change as early as the 1970s. @AGBecerra must get to the bottom of their denial campaign.…,528009 +1,RT @SethMacFarlane: HRC proposes installing half a billion solar panels by the end of her first term. Trump thinks climate change is a hoax…,742484 +1,RT @sydneythememe: global warming is real and she's here,179279 +2,What Trump's budget would mean for NASA and climate change https://t.co/VNy3VbIGkv https://t.co/Sc8fN1DVzU,210802 +0,RT @deathtunnelinn: lets thank our boy J-boogie trudeau for tackling climate change by glad handing in foriegn capitals and keepin tubes of…,869686 +1,RT @LuxuryTravel77: 10 places to visit before they disappear due to climate change: https://t.co/UIG2wf8sOL #travel #thebestisyettocome htt…,592840 +1,"RT @lumpylouise: @alfranken If you care about climate change, why support someone who sold fracking to the world & still thinks it is a goo…",360788 +1,"RT @lee_b_20: Forgive me if I don't take seriously a man who took climate change off the national curriculum. #GreenBrexit + +https://t.co/Z…",832158 +1,RT @business: Blocking pipelines is the wrong way to fight climate change https://t.co/1RVJWCqdvw via @BV https://t.co/xGa8rIgWwa,703449 +1,"Ryan Maue is a climate change denier and Trump supporter, fyi. https://t.co/7oXgc4nxBI",646435 +1,"@neiltyson Can we afford, as a planet, 4 years of backwards progress on climate change? Asking for a concerned citizen of Earth.",826091 +1,RT @TruthChanges: Not surprised. These gentlemen won't live long enough for climate change to be a big problem for them. must not hav…,802029 +1,"@realDonaldTrump If climate change isn't real, then why are global temperatures rising, despite low solar activity?",796314 +1,"I'm all for this sudden environmental support, but why have people only opened their eyes to climate change now? It's not a new problem :/",831649 +1,"RT @JoyAnnReid: @nytimes @robreiner Urban communities who have now been told their country will no longer fight climate change, and…",786572 +0,RT @naturalretreat1: RT @NewScienceWrld Jill Pelto's watercolors illustrate the strange beauty of climate change https://t.co/B6KibkCUUg' h…,297955 +1,"So. The Green party candidate has endorsed a dude who says climate change is a hoax. Feel shame, Stein voters. https://t.co/wYIKemRUBh",643527 +1,RT @sierraclub: Trump denies climate change. @HillaryClinton has a serious plan to fight it. RT if you're a #ClimateVoter! https://t.co/Bid…,969260 +-1,RT @InfoWarsChannel: Exposed: How world leaders were duped into investing billions over manipulated global warming data https://t.co/sNDwvj…,440461 +1,RT @SenSanders: We have a president-elect who doesn't believe in climate change. Millions of people are going to have to say: Mr. T…,927560 +-1,"@TuckerCarlson have senator cruz on about climate change he would have blown him away, God created the climate, he's got this, we are safe",168293 +1,Was weirdly shamed about talking about global warming in front of my 6 year old. Uh...she's gonna find out lady! 🔥 🌏,500289 +1,"Plus, I'm not optimistic about the state of the world, with climate change and how education in the U.S. is going",890704 +-1,@AmericaNewsroom Lesley's is a dumb lib who believes in climate change. How sad they must be. Climate has changed since the beginning ����‍♀️,414626 +1,"RT @JayhawksFan0965: @AustinHunt @BuzzFeedNews march for life but ignore climate change, send refugees back to their deaths, flood the coun…",767080 +1,RT @Kelstarq: @buccisilvio @mitchellreports Our elected leaders in the WH are dead wrong on climate change. As a scientist and an…,948499 +1,"RT @WilDonnelly: USDA chief scientist nominee Sam Clovis isn't a scientist, but he is a birther who says climate change was invented, +https…",668314 +1,"Storing carbon in soils of crop, grazing & rangelands offers ag's.highest potential source f climate change mitigation.",899849 +1,"Important as #GrenfellTower is, it is taking up a ridiculous amoung of government/media time compared to bigger issues like climate change.",216019 +2,"Elite US universities including @Harvard, @Stanford and @MIT defy Trump on climate change +https://t.co/DktXGpAWoO https://t.co/yNw2vryKDk",256448 +1,I'm REALLY looking forward to hearing what @evelynedeleeuw @cphce_unsw has to say about health equity & climate change at @wcph2017,605078 +0,"RT @mrspanstreppon: @bdylan234 @IvankaTrump In '10, Ivanka thought climate change was a joke. https://t.co/hMbJ1WkW3w",474573 +1,"RT @BadHombreNPS: 'Global climate change caused by human activities is occurring now, and it is a growing threat to society.' @aaas… ",714622 +1,RT @linznicholson: @Climatica has good background material and some teacher resources for climate change https://t.co/W1rh7hUXg0,970779 +0,"@donaltc Humans are the cause of global warming via carbon dioxide, right? Reducing millions of humans via starvati… https://t.co/8Cv23FzLFF",656566 +1,"RT @qzindia: With Trump as president, China—China!—will be the world’s biggest champion of fighting climate change…",365888 +0,@jnirving Vet link was in phone memory. I was hoping for quiet Sunday of save the rhinos or end global warming,205413 +0,RT @Stevenwhirsch99: Maybe people would respect Hollywoods opinion on climate change if they didn't fly around in jets every day. Just sayi…,441890 +0,RT @girlsgenratlon: it's funny how antis still attack armys for praising bts... what do you expect us to do? talk about global warming?? ht…,293299 +1,RT @IndyVoices: Donald Trump isn’t scrapping climate change laws to help the working man. He’s doing it for the corporate oil lobby https:/…,936888 +1,12 #globalgoals are directly linked to climate change. The #ParisAgreement is... https://t.co/dn9pZaGIau by #ClimateReality via @c0nvey,129095 +1,"RT @SenSanders: On virtually every major issue — raising the minimum wage, climate change, pay equity for women — we are the majority",84521 +1,RT @NYTNational: Trump has called climate change a hoax. Now he has the chance to destroy efforts to beat it. https://t.co/i9hdsPig9Y,300594 +1,RT @COP22: COP22 kicks off today! Let's keep the momentum going in the fight against climate change and towards a low-carbon…,933189 +1,"RT @Tomleewalker: probably because ur the single largest direct cause of species extinction, ocean dead zones & climate change becaus…",258111 +1,@Cornell It really shows climate change... this should not happen!!!,139876 +1,"RT @foe_us: By 2050, there will be 200 million people displaced by climate change related impacts. https://t.co/uSq8KNA6ok",893549 +-1,I hope you global warming assholes are happy. Its fucking cold again.,142104 +1,Our branch organiser Susan Pyne kicks off our climate change colloquium. #OUGSClimateChange. Follow us for... https://t.co/evYbFy9CCu,838929 +1,"RT @BetteMidler: #GreatBarrierReef is dead because of warming oceans, & #Trump rolls back climate change regulations. Short-sighted. Dim w…",831383 +0,@WIRED And climate change 'could' cause an ice age and the worldwide famine. T see no one claimed to author this video.,802407 +0,"RT @Eric_Hennenfent: To top it all off: on top of Russiagate and health care reform and the orb and climate change and North Korea, the bee…",500681 +1,RT @RT_America: 'We believe that the mitigation of climate change is essential for the safeguarding of our investments' https://t.co/jl3hOz…,605094 +1,RT @SenSanders: We have a president-elect who doesn’t believe in climate change. That’s frightening for this country and the world.,277488 +1,"RT @Grimeandreason: Dominant ideology in creating, denying, & blocking reform of climate change & the 6th mass extinction is scapegoate…",49425 +1,RT @SenSanders: We have a president-elect who doesn't believe in climate change. Millions of people are going to have to say: Mr. T…,137549 +1,"RT @UN_Spokesperson: Ban Ki-moon at @cop22: No country, however resourceful or powerful, is immune from the impacts of climate change.…",354620 +1,RT @BeIIaGirl: Oh another reason to not vote trump... he literally thinks global warming is a hoax... it was 80 degrees in November this ye…,485424 +1,"#notourgovernment I will never support a government that is anti abortion, anti LGBT and denying climate change, this coalition is evil",848052 +2,"Doomsday Clock ticks closest to midnight in 64 years due to climate change, nuclear fears https://t.co/JMtq2mpx7Y via @abcnews",301452 +1,RT @jamisonfoser: There’s a simple explanation for this: Donald Trump knows climate change is real but does not give a shit about you. http…,932469 +1,RT BernieSanders: It would be nice to put off worrying about climate change for a few decades. But the truth is we have no choice but to ac…,589353 +2,UN meet calls for combating climate change on urgent priority https://t.co/hIORGEkMwh,270816 +2,Trump's win feared by climate change experts https://t.co/Rm2IxCAEfB #cnn,133891 +1,RT @xocaiiit: @ everyone who thinks climate change is fake: fuck off the arctic is literally almost GONE https://t.co/Vy9OzVy8JS,851627 +1,"RT @sashaysdimple: The world's airless, I'm breathless, the water's boiling, the ice's melting & global warming is reaching its highes…",478601 +1,RT @nowthisnews: Hawaii is taking steps to fight climate change because our president won't https://t.co/O4kH3hUgm6,796876 +1,RT @Longreads: A radical plan to fight climate change. It involves bringing back the woolly mammoth. https://t.co/aaAehcr9ht…,524532 +0,RT @itsmeerikat: The relationship between fast fashion & climate change: https://t.co/NsuEPuzdlJ,205856 +2,"In rare move, China criticises Donald Trump plan to exit climate change pact: Donald Trump has threatened to ... https://t.co/lUBNj7T8qd",681336 +2,RT @DailyStarLeb: Pakistan ratifies Paris Agreement to fight global warming https://t.co/nD4DCFTMdY,426784 +0,"RT @pwwingman: Has Fizza got permission from George to ratify? +Australia being 'left behind' by global momentum on climate change https://t…",144317 +1,RT @BraddJaffy: 'You and your friends will die of old age and I'm going to die from climate change.' https://t.co/Yl2oSriNbs,645864 +1,"Anyone who thinks global warming isn't a thing, is brain dead. https://t.co/M751Z3BwYM",759219 +1,"RT @AssaadRazzouk: In the new new world, China lectures the United States about climate change and the importance of cooperation betwe…",616366 +1,RT @climatehawk1: What you can do about #climate change - @nytimes https://t.co/Ip5utQMrEj #globalwarming #efficiency #ActOnClimate…,30372 +2,RT @508gloryFelix: RFK Jr. issues warning about Trump's climate change policies @CNNPolitics https://t.co/08UzvehZ9j,131915 +0,RT @memekingpin: if global warming isn't real why did club penguin shut down,733501 +1,Former BSF grantee Dr. Doron Holland has developed a fruitful way to combat climate change. https://t.co/ekhCoAP26C,56485 +1,RT @c40cities: Women will play a critical role in tackling climate change. Many thanks to @LOrealCommitted for supporting…,317455 +1,"RT @damienics: Joint OBOR states, reads like a manifesto for global order, lots of inclusive co-op language and climate change https://t.co…",272240 +0,"RT @ColumbiaUEnergy: Missed our event with Fu Chengyu on China, #energy & climate change? Listen to the full audio here:… ",859353 +2,China's Li: fighting climate change is 'global consensus' - Chinese Premier Li Keqiang says fighting climate ch... https://t.co/rw5J3XwfIv,312046 +2,NY Attorney General uncovers email alias used by Rex Tillerson to discuss climate change at Exxon https://t.co/EEepoDvLSx,490383 +1,"RT @newscientist: For #EarthDay, we look at the big carbon clean-up, with 2 steps needed to stop global warming at 1.5 °C (from 2016)…",45814 +0,Now I Get It: The hot debate over the Paris Agreement on climate change https://t.co/eQBj13Z2wG https://t.co/8EiV0QLQHb,868545 +1,"RT @patagonia: If our elected leaders fail to approach the environment & climate change as serious issues worthy of urgency & action, it wi…",511194 +1,"PopSci: China to Trump: Actually, no, we didn't invent climate change https://t.co/opkfv57gtA https://t.co/bybzSIbn9I",762777 +0,"RT @KetanJ0: A simple, 105 year old explanation of climate change https://t.co/DOqqNkTtdH",630810 +2,Extreme summers driven by human-caused global warming: study https://t.co/NkQI8wjOxg,899045 +2,Trump picks climate change doubter for USDA science job | TheHill @docrocktex26 @MarielHemingway https://t.co/Y4F710INjj,991625 +0,Sports -> Social justice -> puppies -> sports -> global warming etc etc etc,286633 +1,RT @BluntedBitchCT: I'll argue with anyone about climate change. I don't mind losing friends. I like the planet more than people anyway. 😂,167298 +1,"RT @gpph: #Dragonboat in Tacloban aims to raise awareness on climate change issues, joins #BreakFree global actions against f…",948838 +2,RT @ScotClimate: Google:William Patten Primary School students get to grips with climate change - Hackney Gazette https://t.co/6AzQixGTjo,224994 +1,California wealthy cos of green jobs. What is point of avoiding climate change policies & withholding said employment opportunities @QandA,784187 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,881012 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,71986 +1,"Use some common sense.' - Person that proceeds to tell me the Earth is flat, global warming isn't real, & is a super conspiracy theorist.",841259 +1,RT @AlexSteffen: the very fact most Americans don't understand climate change—in 2017—shows that pretending science has not been politicize…,262249 +1,RT @terminaIIychilI: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/cBW4kG…,320669 +2,EPA Chief Scott Pruitt says carbon dioxide is not a 'primary contributor' to global warming https://t.co/m08hO9jSLq,77027 +2,"In executive order, Trump to dramatically change US approach to climate change https://t.co/5MwS1s1QAG",554703 +2,Canadian mayors encourage cities to play a stronger role in the fight against climate change. https://t.co/1H2WfHqc83,864474 +-1,RT @realDonaldTrump: Windmills are the greatest threat in the US to both bald and golden eagles. Media claims fictional ‘global warming’ is…,227988 +0,RT @scumyum6: global warming been showing out what you bout to do man? do it @god,148305 +1,"RT @BetteMidler: New #EPA chief “not convinced” CO2 from human behavior causes climate change, despite science. Also on fence that sex caus…",912195 +1,RT @MariannaWrites: Had a hard time getting out of bed this morning bc I kept remembering our next president thinks climate change is a hoa…,281093 +1,"RT @markusoff: Kenney: since when did Albertans look for excuses not to do something? (hm. climate change, nat’l securities regulator, farm…",689357 +0,"Don't you for climate change after visit to young liberal staffer would like when it had a special guest, Lady Gaga",341990 +1,"RT @foodtank: If we want to reduce the impact of climate change, we need to focus on sustainable food: https://t.co/hEQha1Onk7 via @EviePer…",854522 +0,"muh climate change +annudah shoah +😴 https://t.co/BUvW0zISKj",678238 +0,RT @ABFortisEtLiber: Can someone from @CBCNews ask our PM why we gave $2.65B to UN to fight climate change when Dubai is building 2400GW…,870490 +0,RT @FrancescaDykes: Club penguin - the latest victim of global warming?,653633 +2,RT @nytimes: Donald Trump has called climate change a hoax. A Chinese official says it is anything but. https://t.co/N7y35LTyN2,516727 +1,RT @SenKamalaHarris: We need to act on global climate change. https://t.co/NBkFkdJPvq,756625 +1,And Trump said global warming was a hoax......... https://t.co/j76NNjarA9,224772 +0,RT @ahSHEEK: The #GameOfThrones metaphor for IRL climate change politics is developing very nicely https://t.co/xAQuklNhVF,327227 +2,RT @GeoffGrant1: The Energy Department's climate change web page used to feature the Paris Agreement. It doesn't anymore…,574744 +1,"Since science is real, the only negative I can see from trump getting elected is we might die of global warming lol",714757 +1,RT @scienmag: Dramatic changes needed in farming practices to keep pace with climate change https://t.co/NlNEK17Xjo,825484 +1,"RT @rickasaurus: It's sad that there's a successful pirate party but no climate change party, IP means so little in the face of the coming…",256504 +1,"RT @euromove: So it begins. + +UK to roll back efforts on climate change to remain competitive after #brexit +https://t.co/P9leCN0Vaw",889422 +2,China may leave the U.S. behind on climate change due to Trump https://t.co/u9skWEMEqd https://t.co/V96wgsrbUr,516101 +-1,RT @barelypolitix: 'Earth Weekend' is a good time to recall that man-made climate change is a huge hoax designed by Liberals to centralize…,243968 +1,"RT @AssaadRazzouk: In the new new world, China lectures the United States about climate change and the importance of cooperation betwe…",355537 +2,"RT Rio's famous beaches take battering as scientists issue #climate change warning, https://t.co/K4zTMgms37 #globalwarming #beachlife",505607 +1,RT @xxMERE: Another nice day thanks to global warming. We bouta die but it's lit !!! https://t.co/w7MGBDHmzJ,434586 +1,@MrBenBrown You need to watch Nat Geo's 'Before the Flood' with Leonardo DiCaprio. The most shocking and inspiring film on climate change.,966887 +1,RT @climateprogress: Repeat after me: Carbon pollution is causing climate change https://t.co/Ppz68MzHDs,387542 +1,@LivingOnChi good reason for trump to be worried about climate change https://t.co/JVrtkEnieB,557522 +2,Harvard study: Exxon 'misled the public' on climate change for nearly 40 years - CNNMoney https://t.co/ok5ugnQEei,617899 +1,@realDonaldTrump Why would you claim climate change isn't real? #TheDamageIsDone #ScientificStudies… https://t.co/C4ew8fIcQp,721069 +0,I don't recall Obama's WH staff moves being front and center news ever. Hurricane Harvey taking a back seat. So much for climate change.,706455 +1,Higher ed 'has a responsibility to students who will live in a world affected by climate change.' https://t.co/A5b5aHeV3b,388517 +1,RT @UnarmedOracle: @UnarmedOracle climate change denial can't be fact checked. It can't be published away or disproved in experiment. It ha…,646086 +1,"RT @HadenBlackman: Solving big problems like this is why we need a President who believes in climate change and, you know, science https://…",321746 +1,RT @janosrauhler: climate change is legit a problem why does no one take it seriously,858542 +1,Now this nigga Trump is banning EPA and NASA from speaking about climate change. I'm smelling a fascist in the making,689966 +0,Worse than global warming. https://t.co/NLoOoN5Jrk,330275 +1,"RT @MarkRuffalo: This is how we create jobs, clean up environment,fight climate change,have energy independence & help deflate Middl…",763676 +0,RT @droskosz: @SpeakerRyan House GOP climate change plan: https://t.co/PyZPjc4jMF,23538 +2,The most effective individual steps to tackle climate change aren't being discussed https://t.co/6lb8Ja3PES,920155 +1,RT @Aiannucci: The US elected Trump but the rest of the world didn't.So what do we do if US policies ( e.g. climate change) threaten the re…,959096 +0,"@deejaay_8 climate change i guess, mine hurts like a bitch too",632470 +2,A million bottles a minute: world's plastic binge 'as dangerous as climate change' https://t.co/zGjmzMdu4J,703464 +2,Russian President Vladimir Putin says climate change good for economy https://t.co/ioGI5k0rwB,852061 +1,"RT @NWSAlbany: The paradox of lake effect snow: global warming could bring the Great Lakes more of it, at least for a while: https://t.co/m…",411421 +2,RT @ViewFromWise: 'Donald Trump's budget guts EPA programs tackling climate change and pollution' #ClimateChange #Pollution #EPA #UGA https…,356934 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,374632 +2,Alpine ski resorts could see 70% less snow by 2099 due to climate change: Latest research about climate change show… https://t.co/aHRiSlENZV,66068 +2,RT @ALECexposed: #EPA chief #ScottPruitt says carbon dioxide is not a primary contributor to global warming @CNBC…,895345 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,24006 +1,RT @SenSanders: We have a president-elect who doesn’t believe in climate change. That’s frightening for this country and the world.,629809 +2,"RT @CBCAlerts: Trump says keeping an open mind on climate change accord. During campaign, repeatedly called climate change a hoax perpetrat…",625516 +1,RT @GreigMcGuinnes: Interesting roundtable @UKSIF is it time for trustees to give priority to climate change in investment decisions?,747393 +1,"RT @NatGeoChannel: Watch #BeforeTheFlood right here, as @LeoDiCaprio travels the world to tackle climate change https://t.co/LkDehj3tNn htt…",995234 +1,RT @BernieSanders: #ImVotingBecause the future of the planet is at stake. Hillary Clinton will combat climate change. Donald Trump thinks i…,58189 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,977831 +0,"@JohnWren1950 @MinhKular @PeterDutton_MP @SkyNewsAust +The LNP who are against both climate change policy & parliamentary vote on marriage/2",132159 +1,"RT @AJEnglish: In Pictures: Surviving climate change in Bangladesh +https://t.co/BGWTaxJ4Jp https://t.co/XAgnvS3MWk",474658 +2,RT @guardian: Rio's famous beaches take battering as scientists issue climate change warning https://t.co/XG5tVwjkcl,157659 +1,"RT @NatGeoChannel: Watch #BeforeTheFlood right here, as @LeoDiCaprio travels the world to tackle climate change https://t.co/LkDehj3tNn htt…",544339 +1,RT @wef: The #US had to relocate an entire town because of #climate change https://t.co/oyIFqVN6Pk https://t.co/5aBnhWCeFL,467945 +1,RT @SenSanders: We have a president-elect who doesn't believe in climate change. Millions of people are going to have to say: Mr. T…,724904 +1,RT @SenSanders: The Dakota Access Pipeline would be a huge blow to our fight against climate change. #NoDAPL https://t.co/47m6yUu4m5,916233 +-1,"RT @SteveSGoddard: Gina McCarthy was completely unqualified and incompetent, but she supported the global warming scam - and that made… ",20341 +-1,"RT @Chairmnoomowmow: Before you sit for a lecture about climate change from a california liberal, take a look at the job they're doing.…",536280 +1,"RT @robfee: Imagine having no concern whatsoever about climate change, but then freaking out to regulate who can poop in the same Wendys ba…",369739 +1,RT @BillHumphreyMA: 'You and your friends will die of old age and I’m going to die from climate change.' https://t.co/ZyJYQx45Ru,442379 +1,Can we all agree that climate change is real now?! #Harvey #Irma #hurricaneirma #Jose https://t.co/RhJpBu1cYm,93118 +1,RT @c40cities: How you can help your city fight climate change: https://t.co/L82N02coMz #Cities4Climate https://t.co/LBkgOK0fZs,904656 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,179289 +1,"RT @ProPublica: Suburban sprawl + climate change + local political decisions = more and bigger floods in Harris County, TX https://t.co/OdV…",545255 +1,Trump's first pick for 'environmental issues' is a person who proudly admits they're a climate change denier.,686419 +0,"RT @KeithHabs: 'If global warming is real, then why do you sleep under the covers?' https://t.co/f2cAbm5qcC",417344 +2,RT @terri_georgia: Senior diplomat in Beijing embassy resigns over Trump’s climate change decision https://t.co/nXpBoPLSo3,271693 +2,"RT @ZEROCO2_: Stopping global warming is only way to save Great Barrier Reef, scientists warn https://t.co/yeIoCjjpAF #itstimetochange #cli…",925494 +1,RT @MichaelEMann: What can we say about role of climate change in the unprecedented disaster unfolding w/ #Harvey? I weigh in: https://t.c…,680270 +1,RT @Powerful: The crazy part about Florida voting Trump is the whole state is going to be underwater once he defunds climate change research,150702 +2,RT @WACommunity: Svalbard Global Seed Vault gets $4.4M upgrade to resist against external hazards and climate change:…,348162 +0,@Mind_Phallus global warming,148238 +0,@ArunChaud It is called a lake... now consider rowing in favor of climate change prevention ;),890209 +1,"RT @sciencemagazine: In this week's Editorial, @Sir_David_King discusses the role that innovation must play in fighting climate change:… ",869095 +1,"RT @ibcityannouncer: companies doing harms to climate change, they can drive a truck like this on Ibadan road bcos they have 'emission p… ",673895 +1,RT @thepoIiticaltea: Dear @realDonaldTrump: Pittsburgh believes in climate change and voted 80% for @HillaryClinton. Find another scapegoat…,392735 +1,"RT @NatGeoChannel: Watch #BeforeTheFlood right here, as @LeoDiCaprio travels the world to tackle climate change https://t.co/LkDehj3tNn htt…",601499 +-1,"RT @mitchellvii: If CO2 causes global warming and the warmer it gets, the more CO2 the oceans release, why isn't Earth Venus by now?",414038 +1,Slight change of topic: from nits to moths - How to rid plague of warm homes/ climate change? https://t.co/NVOukCkPoF,324648 +1,The urgency of acting to mitigate climate change is real and cannot be ignored:'... https://t.co/0HecsudFDI by #Avaaz via @c0nvey,87493 +1,"RT @FemaleTexts: Me: *Enjoying Life* +My brain: you're broke, a nuclear war could start soon, and global warming is getting worst https://t.…",572649 +2,RT @HuffPostPol: Federal scientists leak their startling climate change report to keep Trump from burying it https://t.co/nWBWhrpBjL https:…,649289 +1,RT @grahamelwood: Flipping through channels stopped on Super Bowl ad for American Petroleum Institute. They fund climate change denial. Goi…,208265 +-1,"RT @MNasanut: @yceek Are these 'scientists' the same ones that promulgated global warming and climate change? +Pbbbbbbtttttttt ��",470323 +1,RT @drvox: Choice missing here: *rich people*. We continue to tiptoe around inequality when it comes to climate change.…,95463 +1,RT @AnimalBabyPix: Please stop global warming.. https://t.co/oM7kScRasf,964763 +0,I would say one of the only positives about obvious global warming is that I can go out and catch bass in the middle of February,971006 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,742197 +1,"@markiplier Can you do a global warming charity, global warming is literally killing us RIGHT NOW! #markisatool",908685 +1,#HelenKeane Insights from feminist sociology contribute to understanding politics of climate change. #GISS2016,386831 +1,RT @DanNerdCubed: Trump's put a climate change denier in charge of the EPA? https://t.co/iKRrbXRS4f,222944 +-1,@derivativeshort READ because he's from AEI & against the 'peril' of climate change. By the way they've ALL been proven WRONG NOW,212826 +1,RT @cwrice: Climate deniers blame global warming on nature. This NASA data begs to differ https://t.co/vxnKjXOVys,950171 +2,businessinsider https://t.co/6bXezyla90 of companies are urging Trump to heed climate change warnings — via guard… https://t.co/eV7d4QOoC2,563796 +2,"RT @EnviroNewsnaija: Workers Day: How climate change affects workplace, by Labour https://t.co/klMsVp3w4Z",637290 +1,"RT @codinghorror: I guess the good news is that with global warming accelerating on Trump's watch, Florida will be less of a factor in futu…",182836 +1,RT @RogueSNRadvisor: Pres is a total moron when it comes to climate change (and in general). Says polar bears 'will just turn brown' if Arc…,463088 +1,RT @OVO_Kabs: How I'm going to be enjoying this moderately warm winter but worried how it's clearly a result of global warming https://t.co…,450234 +2,"RT @Sustainable2050: Portugal forest fires kill 57 near Coimbra, as climate change-fuelled heat wave strikes the region. https://t.co/9UuCe…",981609 +0,RT @MuqadessGul: Dr. Jonathan Pershing's special envoy for climate change @PakUSAlumni @PUANConference #ClimateCounts https://t.co/tp0QTvp1…,27755 +2,"RT @JuddLegum: Minutes after Trump becomes president, White House website deletes all mention of climate change https://t.co/nF08Eeeigu",697528 +-1,@Lglwry @ManMadeMoon @business @Fahrenthold gr8 quote! Realised 'climate change' argument is designed to divide as this is true regardless.,155823 +-1,RT @HistoryTime_: The theory of global warming was first proposed on 7 September 1957. https://t.co/2mGrYSd4HR https://t.co/DpNl2NamNT,986991 +1,RT @TPW_foundation: Leo DiCaprio's new film 'Before the Flood' is a sweeping look at climate change! 'Planet E… https://t.co/RgvRQYcn82 htt…,792362 +0,RT @SkySporfsNews: BREAKING: N'Golo Kante's heat maps have been declared as the prime reason for global warming over the past 2 years…,93988 +2,"India, China's #climate change efforts make US look laggard': The Statesman https://t.co/1JFpSW61pP #environment",493715 +1,When ur prof asks the class if they 'believe in climate change' as if it's sth like the tooth fairy rather than sth backed by evidence :^),126456 +0,@FlitterOnFraud @Reuters meaning the climate change pact likely has massive kickbacks for China,775575 +2,RT @katiecouric: Scott Pruitt’s office deluged with angry callers after he questions the science of global warming https://t.co/Jesb9T4PtI,148194 +1,"@GiFlyBike I’m creating a new think tank for climate change, would you join and post your tweet also at https://t.co/u1UbQXLmrF ?",330669 +2,RT @Jerusalem_Post: Gore: Trump may still surprise on climate change issue https://t.co/GpLlDzFbwh #BreakingNews,994553 +0,"Out here in short sleeves in November, global warming is pretty great so far",754506 +0,"If climate change isn't real, how come club penguin shut down?",285158 +1,"RT @NRDC: Now that Trump is running WhiteHouse .gov, there are no mentions of climate change anywhere on the site. https://t.co/Dn4EqN0rtW",433032 +-1,@nahjimin there is no global warming but milankovitch cycles. You cant stop global warming but you have to survive,478036 +1,"RT @johniadarola: To be fair, we were warned. Our odds of warding off catastrophic climate change fell dramatically when he won. https://t.…",529481 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,572962 +1,"RT @NotKennyRogers: Over 160,000 passionate climate change activists attended the Coachella Music Festival in California this year. https:/…",6111 +0,"RT @CitizenKayS: That would actually be nuclear winter, not 'global warming.'☢️ +Where are the scientists when you need them? Calling…",622775 +2,What parts of the country will Americans have to leave because of climate change? New data offers some clues.… https://t.co/UWN4er6ykd,115426 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,588521 +1,RT @TheCCoalition: Have you seen 3 min trailer of new Sir David Attenborough & star-studded climate change documentary? Check it out:…,566454 +1,RT @GreenerScotland: £400k investment in peatlands will reduce emissions & allow Scotland to build on its climate change plans https://t.co…,926327 +2,RT @NewYorker: When is it time to retreat from climate change? https://t.co/zzrVUVthup https://t.co/yoz9VILIxL,333124 +-1,RT @LIBSRSCUM: Not one of these climate change alarmist claims has ever come true. https://t.co/ROS8KPNRlg,383631 +1,"No matter what climate change deniers say, the principle of cause and effect is always in play. Our actions have consequences. Simple truth.",248898 +2,RT @latimes: Gov. Jerry Brown warns Trump that California won't back down on climate change https://t.co/ig8sxJGw2f,117311 +0,RT @knoctua: เพิ่งไปฟังสัมมนาเกี่ยวกับเรื่องนี้มา เรื่อง conflict ระหว่างอุปกรณ์ทำความเย็นกับ climate change อยากเล่า https://t.co/N43IYhTC…,653594 +1,RT @AltNatParkSer: What are the causes of climate change? #NASA probably has most of the answers you're looking for. https://t.co/5POvRwznjv,743277 +2,RT @Nordic_News: Norway to boost protection of Svalbard seed vault from climate change https://t.co/JL3C6EwPdo,525189 +-1,RT @MassDeception1: NOAA got caught faking global warming temperature data… so where is the apology for spreading fake science?…,754288 +1,A promising water technology invention combats climate change and helps waterway conservation.' https://t.co/CcDs4ldULI,136274 +1,RT @yo: The state that will be most affected by climate change (#Florida) is voting for climate change denier...…,84596 +1,@Computron34 @T16skyhopp one has real knowledge and the other think global warming is a hoax made up by the Chinese,206876 +1,RT @europeaid: Interested in #environment & #climate change? Don’t miss the 3rd edition of our #GreenDevNews ➡️…,316315 +2,RT @climatehawk1: Defense Secretary admits: #climate change is a threat | @KateWheeling @PacificStand https://t.co/sZ2x495jQo…,655634 +1,@amazingatheist even dumber than this person would be knowing that climate change is real and endorsing a climate change denialist,823290 +1,RT @justinlong: We have a new POTUS who doesnt believe in climate change. The sky isn't falling but it might be getting a lot dirti…,259745 +1,RT @TheCCoalition: 'Stopping global warming won’t just keep the planet habitable. It would also boost the global economy..': https://t.co/M…,190510 +0,RT @RiJizz: @TuckerCarlson @AnnCoulter @realDonaldTrump @FoxNews Only 15 minutes in and you've obliterated their climate change…,156079 +1,"#AJNewsGrid what do u suggest Australia does to protect the reef from global warming?The N hemisphere is causing it,R u saving the arctic?",95435 +0,@makingwater leo met up with President elect to discuss climate change. Taylor worked on a song for a film that promotes domestic abuse,969314 +2,Kerry continues global warming efforts #SciTech https://t.co/RGIK3nzhNZ,159110 +0,RT @Nouvo_EN: What effect is global warming having on the Swiss Alps? ⛰️ https://t.co/mMiESAISpd,887120 +-1,@BillfromBendigo @philos75pj Most people sit in aircon offices/houses now then go outside an think because its hot it must be climate change,706990 +1,RT @TulsiGabbard: We must continue to illustrate the impacts that climate change is already having on communities around the world—especial…,112684 +1,"RT @memesuppIy: 2010-2017, so sad to see what climate change has done to the Grand Canyon �� https://t.co/jhTGerfg0x",155705 +1,RT @sashakalra: when u come home after a long day of cashing in on black culture and denying climate change https://t.co/82tvSZHHXp,892851 +2,"RT @Telegraph: Coffee killing fungus was not driven by climate change, scientists find https://t.co/HZM6uAzFbG",630903 +1,RT @LaurenWern: Stein voters say climate change is important to them. But they couldn't even 'compromise' to stop a climate change denier f…,117005 +0,Just 4 per cent of those surveyed by @ComResPolls said climate change was not happening.,457885 +1,"RT @Trollzous: 'global warming doesn't exist' + +meanwhile jake in west midlands gets severe sunburn just from looking at the weather forecast",508057 +1,The thing about the ice melts taking place right now is that it isn't a linear response to global warming its a quadratic relationship,165516 +2,RT @SilverLiningGS: Sweden passes climate law to become carbon neutral by 2045 | Climate Home - climate change news https://t.co/1xbFMjUu8l…,115232 +1,"@kalpenn this does bother me. But my priority is planned parenthood and climate change currently. So many things to protect, so little money",636863 +-1,RT @sell4umore: Had to go out and shovel 20 centimetres of global warming off of my driveway. https://t.co/UAtz0UwUMf,952394 +2,"RT @CNN: Weather-related disasters will affect 2 out of 3 Europeans by 2100, largely due to global warming, researchers say https://t.co/Et…",205684 +2,"RT @350: Fiji has the presidency for #COP23 and their new logo focuses on the impacts of climate change on island states: +https://t.co/BCab…",212166 +1,"RT @kylegriffin1: Trump has tweeted climate change skepticism 115 times https://t.co/NSDrixFgKD + +What supports any evolution in his b…",588602 +2,200 nations vow to keep fighting climate change: … highest political commitment to… https://t.co/zGBT58U9Ge #ClimateChange #GlobalWarming,814374 +0,"@jonoaidney +Did you not ask how to fix climate change. +Fucking retard.",322516 +2,"China's coastal sea levels rise to record high, experts blame climate change https://t.co/fA5ggGFnqp",808736 +1,"RT @NWF: A warming planet means a rise in parasites & heat stress for moose, who are dropping in numbers. Join us to help:… ",7565 +2,"RT @DavidHasemyer: Trump's executive order on energy: more fossil fuels, regardless of climate change + https://t.co/VfTjamS9ll",70632 +2,RT @CNNPolitics: Julia Louis-Dreyfus cuts a video backing Clinton over her climate change position https://t.co/M1EyJQUFBe https://t.co/v5b…,535522 +2,RT @washingtonpost: The nation’s freaky February warmth was assisted by climate change https://t.co/0rVZc6p2al,270346 +1,RT @tonyposnanski: The people who continue to say the media lies are ones that think global warming is fake but The Jerry Springer Show is…,439652 +0,RT @ThePowersThatBe: HERO: John Kerry will spend Election Day crop-dusting planet with jet exhaust to fight climate change https://t.co/qQO…,28236 +1,"RT @HillaryClinton: 'If you believe in science and that we have to act on climate change, then you have to vote!' —Hillary https://t.co/jfd…",458687 +-1,Researching climate change or anything else isn't the issue. Being subservient to a UN mega treaty IS the issue. https://t.co/ppAUzJ6eXe,71258 +1,RT @SethMacFarlane: HRC proposes installing half a billion solar panels by the end of her first term. Trump thinks climate change is a hoax…,604637 +-1,@thehill The ONLY remedy to cure global warming is to write checks to the UN?,3275 +0,the newsroom- climate change interview:https://t.co/stTbZCZ6Mq https://t.co/y6mSeAynMv,265427 +0,"@HoocOtt Zoe, tell me about 2016? +'Ok, well in 2014... August never ended, and it caused global warming, nazis, shitlords, Trump...'",914770 +2,RT @FortuneMagazine: Tiffany & Co. calls on President Trump to uphold climate change pact https://t.co/Oxslq6qFzu https://t.co/s2sBHIDajj,49946 +-1,@kylegriffin1 @MSNBC they can't tell how much snow is going to fall.... But yet you knuckleheads believe this global warming bullshit...,887506 +0,Donald Trump will find it 'very difficult' to back out of Paris climate change Agreement,880700 +1,"RT @PoliticKels: Don't worry about global warming. We're going to build a new Earth, a bigger Earth, it will be the best Earth ever #TrumpN…",512735 +-1,Well that was embarrassing. @BillNye A concensus of scientists on global warming isnt science its a group of people… https://t.co/aFRK5BskaY,705065 +2,Pope Francis gave President Trump a copy of his encyclical on climate change https://t.co/znAgTgHLFC,743732 +1,"Wetlands are a solution to climate change. #COP22 #ActionTime #WetlandSolutions +https://t.co/eFuDkiVY8h",487378 +1,"RT @rohantalbot: Antigua PM Gaston Browne on #r4today: climate change is real, large countries polluting at cost of small states. #Hurrican…",121272 +0,RT @PRESlDENTBANNON: Today we will sign an EO to speed up climate change and the House votes on a bill to allow internet providers to sell…,940749 +1,RT @SierraClub: .@houstonchron editor: 'Harvey should be the turning point in fighting climate change' https://t.co/GhGZXg7SdF,923021 +0,Niggas asked me what my inspiration was i told em global warming,779303 +-1,@markellislive Yes climate change is real... it's only been around for millions of years... does anyone not see the… https://t.co/U2TYJbbSsW,821085 +1,RT @nowthisnews: Trump's EPA chief is so backwards on climate change even *Fox News* is grilling him https://t.co/nJBXnuf5jf,18251 +0,RT @MichaelPascoe01: 'Are you or have you ever been concerned about climate change?' (and you thought it couldn't get much weirder) https:/…,77247 +1,How climate change will destroy our world if we don't act quickly https://t.co/lNWC8GnZWa via @mashable,105200 +1,"RT @reveldor85: With a government that cannot govern and faced with global warming increases of 3-4 degrees, we are way behind world's 2030…",202656 +1,RT @FAOnews: #Climatechange glossary – understanding global warming from A to Z https://t.co/osiR9zurgy by @irinnews https://t.co/0TCOETnMGb,595982 +0,DNR magazine is valued publication John Fett: … such terms as 'climate change' and 'global… https://t.co/whjb7KQEGu,744214 +1,RT @cerealandforks: when u realize climate change will destroy the earth if immediate and drastic action is not taken https://t.co/hjYFMeBe…,493041 +1,RT @eoneal44: The world is literally catching on fire and people still think global warming isn't real. OPEN YOUR EYES,942925 +0,@igorbobic @RobProvince @jbendery dying of climate change 😃,940692 +2,RT @ReutersPolitics: U.S. Energy Department balks at Trump request for names on climate change https://t.co/cP6HZI9U6g,332304 +0,RT @UChiEnergy: Here is what Michael Greenstone and @CassSunstein want Donald Trump to know about the cost of climate change:…,671193 +2,RT @ClimateCentral: The Paris Agreement has disappeared from the Department of Energy's climate change page https://t.co/cYbNpR4SFW,741082 +1,RT @bath_taps: How on Earth do we do this? Abigail Thompson on climate change. Are we scared of the future? @TEDTalks @FromeTedX…,488282 +0,House Science Committee just tweeted Breitbart article to 'disprove' anthropogenic global warming. @LamarSmithTX21… https://t.co/NDc42hF7Bl,142401 +1,RT @ClimateCentral: Newsflash: climate change doesn't care who got elected https://t.co/qYgJobklVw https://t.co/xYeLxIMMmZ,30997 +1,"Just think -- Trump still maintains that global warming is a hoax. (Maybe when Mar-a-Lago is drowning, he'll finall… https://t.co/eEjM4kHvOb",576725 +1,RT @kylegriffin1: Kellyanne Conway asked 3 times if Trump still thinks global warming is a hoax. She dodges all 3 times. https://t.co/VK5oN…,561007 +0,"RT @jwalkenrdc: Smart thread from an @NRDC attorney involved in every Supreme Court climate change case, and who knows law far bett…",581096 +1,RT @mrdavidwatkins: The case for optimism on climate change #climatechange #ClimateAction @algore @ClimateReality https://t.co/2aIYG9EsBy…,181102 +0,RT @tveitdal: National Geographic’s climate change documentary with Leonardo DiCaprio is now on YouTube https://t.co/qe9TSnjzKA https://t.c…,838415 +2,Hundreds of millions of British aid 'wasted' on overseas climate change projects https://t.co/qJSBGEwTKY,326741 +1,RT @davidsirota: Theory: a climate change denialist has no more inherent right to a media platform than someone who insists the moon may be…,896796 +0,RT @Vice_Is_Hip: Is climate change gay?,77017 +2,Judge orders Exxon to hand over climate change docs https://t.co/JpNdFOUg5S https://t.co/UGwOJj4o3C,244643 +1,"RT @LeeCamp: 44% of honey bee colonies died last year due to climate change & pesticides. When the bees die, we die.",606259 +-1,@JuliaHB1 @JamesDelingpole The lies told to support the anthropological global warming scam are legendary. We will… https://t.co/GYEXPVLKKD,809220 +-1,"RT @Miskonius84: And so 'anti-science', since it continues to show up and ruin those beautiful global warming theories. https://t.co/9nGJKy…",927790 +-1,@rarmenta_ @POTUS @NWS This is normal. If we didn't have winter storm you'd be crying global warming,803989 +1,@CNN is this even news? CNN I love y'all I do. But global warming is..GLOBAL. Only idiots wouldn't notice it...oh wait..we elected one...,416067 +2,Bernie Sanders calls Trump climate change denying climate chief 'pathetic' https://t.co/ZT4QK5Q2pv,650065 +2,Norway's $950 bln wealth fund commissions research on climate change' https://t.co/JXrMESL55m,48994 +1,"I don't want to be right about climate change. I wish I could be ignorant about it, but I'm not. It's happening, and denying it kills people",312066 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,121489 +2,West Coast states to fight climate change even if Trump does not https://t.co/FrclOcMhoO,599747 +-1,"RT @SteveSGoddard: In case I never mentioned it, catastrophic global warming is the biggest scam in science history - and is being run by c…",518410 +0,RT @oldmudgie: Oh noes! Beer quality threatened by global warming! (From December's 'Opening Times') https://t.co/AGnNO4nc8V,428638 +1,"RT @ThomasB00001: Instead of $ for WALL, billions $ could be used for disaster relief, rebuilding & to reduce climate change #AMJoy https:/…",335537 +0,RT @ArthurSchwartz: It's from all the jet fuel burned by the private jets that shuttle you & DiCaprio to your climate change speeches. http…,417136 +-1,@ABC Who gives a crap if he used an alias? Man made climate change is the biggest hoax ever.,337514 +2,RT @janzilinsky: Xi urges leaders in Davos not to abandon the historic climate change agreed in Paris in December 2015 https://t.co/d8YynAl…,770102 +-1,"RT @robbincanada: What's gonna be more important, Canada relation w/USA & role in NATO or wasted tax payer climate change seat at UNSC.",34131 +0,@_Tempo11 @WhaJoTalkinBout Skies = weather = climate = climate change = global warming = HOW DARE YOU GET POLITICAL! = unfollow.,705451 +1,RT @ChrisCuomo: because it is really hard to find a respected scientist who doesn't put stock in global warming. https://t.co/ShPNWHOGDK,966018 +0,"RT @Salvesayson: You’re so hot, you must be the cause for global warming. #DestinedToBeYoursWorldPremiere",516809 +1,“EPA head falsely claims carbon emissions aren’t the cause of global warming” by @samanthadpage https://t.co/TFtGYkHIGz,784069 +2,RT @AFP: There is a 5% chance the world will be able to limit average global warming to under two degrees Celsius https://t.co/Qu7SSNhhTP,264668 +2,"RT @Independent: We're too late to stop climate change with renewables. We need to do something much more drastic, say scientists…",415262 +2,Rex Tillerson 'used email alias' at Exxon to talk climate change https://t.co/pyIfg6nU8N https://t.co/k1isG0DTDF,48422 +1,RT @SenSanders: We have a president-elect who doesn't believe in climate change. Millions of people are going to have to say: Mr. T…,359021 +-1,RT @StefanMolyneux: Advocacy for big government climate change programs is often connected to personally financially benefitting from those…,628026 +1,RT @theonlyadult: The people of Florida elected a guy who think climate change is a Chinese hoax. I'll sit here laughing when they dr…,758556 +0,"as usual, communism has an answer for everything. bring on the climate change + +https://t.co/jRborYgJSt",931192 +1,"Our video explaining the complex relationship between climate change, drought + migration in the Horn of Africa https://t.co/oJRWUYvEsc",313337 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,413829 +2,"RT @CBCIndigenous: Elders, youth meet in Iqaluit to talk climate change adaptation https://t.co/C4uDIIes5o https://t.co/Dpek1fHuod",650163 +-1,RT @abdwj48: @davidakin liberal motto..spend spend spend spend spend...tax tax tax tax tax...climate change..khadr is our hero,965403 +1,@johnhasey If you are one of many that don't even believe in global warming then honestly get ur head in the game its obviously real,351734 +1,RT @Julia_malloyyy: @ all the climate change deniers https://t.co/3Qwubz62lK,969844 +0,@guardian In that case we need to sterilize subsaharan Africa to help prevent climate change. The UN should begin t… https://t.co/pfUAiBlUV7,760796 +1,Case for climate change grows ever stronger https://t.co/55MMFvKUl8 via @usatoday,626747 +0,My moms response to my climate change anxiety 'it's 9am on a Saturday there's not much you can do about the rainforest right now is there?',641224 +1,"RT @foefnq: Adani Facts vs fiction - or will we contribute to climate change and destroy the Great Barrier Reef for 1,464 jobs? https://t.c…",3525 +2,Very strong' climate change signal in record June heat https://t.co/RNO0yUUCHt,587409 +0,"RT @exostext: Bbh: boys are hot +Bbh: girls are hot +Bbh: why is everyone so hot +Ksoo: global warming",975662 +1,RT @fivefifths: Here's a reminder that we completely blew it on climate change https://t.co/UvJYWGtzuc,608556 +1,RT @GreenPowerFiji: This machine just started sucking CO2 out of the air to save us from climate change #innovation #climatechange https://…,428138 +2,RT @democracynow: Top climatologist James Hansen explains the links between climate change and extreme weather events.…,546554 +1,RT @ActinideAge: It's obscene. We're all reminded of climate change daily. Nuclear plant workers are DIRECTLY FIGHTING more than most for h…,627593 +0,"RT @jonfavs: Then remember that last time the subject of climate change was in the news, the headlines went something like this:…",952438 +1,"Fascinating NYTimesMagazine article on Zika,other mosquito-borne diseases. With climate change,worse likely to come https://t.co/Lzq5p06o9P",8101 +1,"RT @NatGeoChannel: Watch #BeforeTheFlood right here, as @LeoDiCaprio travels the world to tackle climate change https://t.co/LkDehj3tNn htt…",725909 +-1,RT @JudicialWatch: Obama admin officials may have mishandled scientific data to advance the political agenda of global warming https://t.c…,71448 +1,The biggest contributors to climate change are rich white countries & the main victims are poor black or brown cou… https://t.co/zwIdDk2sQ5,914828 +1,RT @HarvardBiz: The business world recognizes the tremendous threat of climate change. They need to make that perspective heard https://t.c…,9661 +1,"RT @Greenpeace: If climate change goes unchecked, many areas in southern Europe could become deserts. https://t.co/PGRHflqMtb #scary https:…",281961 +1,The EPA reports are damning on climate change,365292 +-1,Many globalist world leaders are convinced climate change is humanity's greatest threat. To not agree would make yo… https://t.co/RJucHlfxyF,817733 +2,Trump dramatically changes US approach to climate change @CNNPolitics https://t.co/L9BHiSIEmB,505695 +1,@JordanChariton @Mediaite this is the same MF that brought a snowball in congress yrs ago. Saying climate change is fake! #OverHaulGovNOW,587955 +0,RT @TheTruth24US: Why won't the White House tell us what Trump thinks of climate change #D5 https://t.co/awBL0FtAE2 https://t.co/bWNPFAOz9J,612002 +0,"So, who was it that said global warming was a myth started by the Chinese...? https://t.co/fazWNSD5Xw",144140 +0,"RT @kurteichenwald: In full page ad in NYT in 2009, @realDonaldTrump called for urgent action on climate change. Which does he believe? htt…",137690 +1,"RT @trapjeon: [its di year 3205,water has risen, global warming has won,half of humanity is wiped out] + +exo ls:this wouldnt have happened i…",501937 +2,Role of terrestrial biosphere in counteracting climate change may have been underestimated https://t.co/7mUjWdEnmE #education,174142 +1,pnwsocialists: Best resources for me to keep up to speed on climate changes and global warming? via /r/climate … https://t.co/BFXGErUvZd #…,319581 +1,"RT @AustralisTerry: You can't build and operate the world's biggest coal mine and expect we can slow down global warming + https://t.co/hBgB…",788009 +1,"RT @SenBennetCO: Fact: Carbon dioxide causes climate change. @EPAScottPruitt, check with scientists @EPA @NOAA @NASA @USGCRP @IPCC_CH https…",348614 +1,"RT @misandrism: seriously just be vegan at least once a week. animal agriculture is the biggest contributor to global warming, try the fuck…",222336 +1,RT @MemesOnHistory: It’s 2017 and the head of the EPA doesn’t believe in the science behind climate change https://t.co/RhwWL2GmuO,864356 +1,RT @c40cities: Greener cities are largest factor in preventing global warming: https://t.co/W0Ie2YblZC #Cities4Climate https://t.co/pQY9rNV…,841305 +0,@Notsosmarrt @eugenes_nam @Mohammad_Ho @benshapiro he's never denied climate change and that's not what this tweet is saying either,986786 +1,RT @BernieSanders: 'The concept of global warming was created by and for the Chinese in order to make U.S. manufacturing non-competiti…,609015 +0,As a businessman .@realDonaldTrump should favour climate change. More business opportunities.,441385 +-1,RT @JunkScience: Of course Al Gore announces a new global warming movie as the US gets an Arctic blast. #GoreEffect https://t.co/Gj3EKibjfp,647570 +1,RT @kristupher: me in 2100 when y'all flood the Earth cause of climate change https://t.co/1uvooQGIyR,611957 +1,I clicked to stop global warming @Care2: https://t.co/wc9W75HzXY,135068 +2,Interior nominee Zinke disputes Trump on climate change https://t.co/e0FJQ5OuL7,721281 +2,RT @Laura_Figueroa: Bernie Sanders on election: 'The stakes are enormously high...literally in terms of climate change the future of the pl…,974299 +1,"❤The Taiwan government should apologize to the whole world, making air pollution caused the global warming. https://t.co/LmKM1k2uTU",669951 +2,Tillerson ducks Exxon climate change allegations - CNNMoney https://t.co/N07M3KUzdm,287513 +1,UN SDG´s: People are experiencing the significant impacts of climate change.' https://t.co/nb9jeqOkzU… https://t.co/Oqk43h14mg,568821 +1,RT @NRDC: Women accept the evidence of climate change and want action. https://t.co/AM49Zn33Js #WomensMarch #WhyIMarch https://t.co/ngx5r1q…,950511 +1,"RT @WilDonnelly: Arctic climate change study has been canceled due to climate change. Warmer temperatures & moving ice make it unsafe +https…",13268 +-1,"RT @JaredWyand: Steve Bannon means bye bye to the climate change scheme we're spending $22,000,000,000 a year on for 'research' + +https://t.…",395132 +1,"RT @NatGeoChannel: Watch #BeforeTheFlood right here, as @LeoDiCaprio travels the world to tackle climate change https://t.co/LkDehj3tNn htt…",429145 +-1,RT @Marie35396768: @deeaniels @AllenWest An oceans rising climate change panicer who has a waterfront mansion,371102 +0,RT @MikeCarlton01: Wife says tonight's #4corners on climate change is a ripper. Full of Pentagon heavy-hitters. Will probably upset Malcol…,454453 +1,"100% agree with @DrJillStein on climate change. The choices in this election look to be 100 steps backwards, 50 steps forward, or zero.",189914 +1,RT @SenSanders: We have a president-elect who doesn't believe in climate change. Millions of people are going to have to say: Mr. T…,859790 +-1,EPA faked biosludge safety data just like it faked global warming temperature data … Shocking... https://t.co/WvXb9eTHzX,534733 +1,Read this eye-opening article in #NatGeo on how climate change will alter #Africa's food systems & economies by 2100 https://t.co/WiFVvV4MuT,192014 +1,"RT @softreeds: GOP: 'God will save us from climate change' +God: WHY DO YOU THINK I KEEP CREATING SCIENTISTS?",971990 +1,@DC_Phelps the unforeseen consequences of climate change keep rearing their ugly heads.,141965 +1,RT @climasphere: How climate change impacted 2015’s extreme weather: https://t.co/Ee0x7vJrrH via @ClimateCentral,982770 +1,"RT @SenWhitehouse: A few years ago, Pres. Trump supported fighting climate change. Today, he began to unravel the Clean Power Plan, ju…",965504 +0,"RT @TrumpTrain45Pac: ��This is a photo of an actual climate change meeting in 2015. +MT: Deplorablerodent https://t.co/MpyOJbqj8F",922689 +2,RT @WorldfNature: Russian President Vladimir Putin says humans not responsible for climate change - FRANCE 24 https://t.co/Eaq1ZdstYX https…,38507 +2,RT @latimes: Senior GOP figures are pushing the White House to consider carbon tax to fight climate change…,839432 +1,"RT @SenWhitehouse: 97% of scientists agree that climate change is real. For our health, environment & future generations, we need to act no…",719419 +1,"RT @ClimateCentral: Even when concentrations of CO2 level off, the impacts of climate change will extend centuries into the future https://…",383921 +1,"RT @funder: Watch this video. + +If you don't think #HurricaneHarvey has to do with climate change, you must be a Trump supporter. https://t.…",295134 +2,RT @anthroworks: Indigenous Canadians face a crisis as climate change eats away island home https://t.co/buFK6n1hUt,226262 +1,RT @Carnstone: Shades of climate risk. Insightful report providing detailed breakdown of climate change risks by category & region…,907372 +1,"RT @ClimateReality: Over 97% of scientists agree that climate change is real, human-caused, and happening right now. RT if you side wit…",627987 +0,RT @SheilaGunnReid: I just wanted to ask her why Chief Kevin Hart blamed Aboriginal diabetes rates and poverty on climate change,294228 +-1,"RT @ZebulonPike1813: @luisbaram Definitely caused by global warming. Quick, hand over all your money!",728250 +2,RT @theipaper: China tells Trump: We did not invent global warming https://t.co/0afnJFSIAG,476589 +1,"RT @JilliRobi: Welcome to America. Where we deny climate change, men brag about rape, and the KKK supports our president. #notmypresident",269771 +1,He denies climate change. And just gave the go ahead to Keystone. Now I know his accounts a parody. ���� https://t.co/VMKEDlsPhz,828539 +-1,RT @TeamTrump: .@realDonaldTrump will cut taxes & cancel billions in global warming payments to the UN so we can use that money to…,4310 +0,@wrmead Do you think investors pressuring oil giants on climate change can impact value of oil reserves? https://t.co/ChuTsGTbUl,92441 +0,"RT @itsTim_eh: ...apparently, climate change is SO bad that it's causing penguins to mutate into puffins... +#ClimateBarbie…",567911 +0,@waterconflict kallas det inte på engelska climate change denier,627372 +1,"RT @AssaadRazzouk: In the new new world, China lectures the United States about climate change and the importance of cooperation betwe…",244701 +0,RT @TheGreenParty: *Alleged* climate change?! #BBCQT https://t.co/8wL7CDlq0W,880324 +0,RT @kevindroniak: Soakin' up that global warming sun!,567395 +0,hahaha dahil sa post nayan may climate change ulit...hahaha MAYWARD EIGHTernalLove https://t.co/W2ufh9K5JS,825355 +2,RT @business: China tells Trump climate change isn't a hoax it invented https://t.co/eWVQtI28t3 https://t.co/7qV3RfzTTE,733553 +1,.@RepBrianMast Don’t let our children face climate change disaster! #ParisAgreement #CleanPowerPlan #SaveTheEPA #ActOnClimate #swingdist,526396 +1,"RT @GlobalGoalsUN: What gives Mary Robinson, UN Special Envoy on @ElNino_Climate, hope for addressing climate change and achieving…",811578 +1,"RT @LastWeekTonight: If you don’t believe man-made global warming is a a silly issue, give to the Natural Resources Defense Council (https:…",537160 +1,"RT @macskagoly: So, since 'climate change' is now a nono word, how should we refer to it?",938421 +2,"RT @nytimes: In the Pearl River Delta in China, breakneck development comes up against the growing threat of climate change https://t.co/Ym…",361332 +2,RT @jswatz: Now more than 800 scientists and growing: the open letter to Donald Trump on climate change https://t.co/9oCSj9dfc1,763071 +1,RT @Alex37418765: Nailed it @RonPlacone 100% consensus on climate change implications EXCEPT 4 fossil-fuel industry backed researchers @Van…,760871 +0,"RT @NiceBartender: @chelseaperetti look into the camera and tell climate change, 'stop it.'",121451 +1,RT @derrickokeefe: BTW the founder of Kinder Morgan has financed climate change denying Republicans for decades. Another great reason…,769130 +1,RT @Pappiness: .@realDonaldTrump You're so smart that you think climate change is a Chinese conspiracy.,372705 +0,RT @billmckibben: Eagle Scout Rex Tillerson led double e-life as 'Wayne Tracker' to discuss climate change online says @AGSchneiderman http…,434176 +2,RT @ClimateCentral: NOAA challenged the global warming ‘pause.’ Now new research says the agency was right https://t.co/t5MspIMdwt via…,663981 +1,"RT @JYSexton: All cultural programs eliminated. All efforts to curtail climate change. The social safety net hobbled. And somehow, increase…",211595 +1,"oh excuse me global warming, can you allow us to experience the snow this year!",302321 +-1,RT @Lg4Lg: Al Gore confronts little girl who says climate change is bullshit! https://t.co/uyLDmbCjh8,842445 +2,RT @CBCPolitics: Mulcair: Did PM ask Germany to strike climate change from G20 joint statement? PM: No I did not say that #hw,753339 +1,Your clever tech won't save you from health-damaging climate change https://t.co/OBXR9KRbCD https://t.co/QWlDDptBsH,853739 +1,RT @walkingbisexual: this is gonna be in 50 years cause trump and all the politicians ignoring climate change https://t.co/nYor60bZXn,85660 +1,"RT @ecobusinesscom: .@RainforestCx conservation technologist @topherwhite fights #illegal #logging, #climate change with old phones.…",945539 +1,"RT @mawilner: Rick Perry, climate change skeptic, is President-elect Trump's choice for secretary of energy. The current secretary is a nuc…",247318 +0,@moneylog666 when climate change turns north america into antarctica every day will be december,648361 +1,RT @iansomerhalder: Speaking of climate change-TONIGHT Is another killer episode of @YEARSofLIVING ! 10/9c on @NatGeoChannel https://t.co/T…,900595 +1,"Facing a President who denies the reality of climate change, we need to mobilize together. Join me. https://t.co/ZmJX9i0YEI",648958 +1,RT @TaitumIris: Our new president thinks climate change is a hoax. Our new Vice President believes in conversion therapy.,36002 +1,"RT @NatGeoChannel: 'The majority of scientists agree that climate change is a real and present danger, and we as a species must act now.' -…",338782 +2,RT @CNNPolitics: Badlands National Park deletes its tweets on climate change https://t.co/4alhCu9hQx https://t.co/YnahwNkwc4,951826 +2,"6 million people are at risk of starving in East Africa, and #climate change deserves part of the blame: UN Dispatch https://t.co/0abKPmovfO",294641 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,90006 +0,"BIKE chalate samay , bewajah flash-light marne walo ko , global warming ka doshi maan-na chahiye||||| ������ @Funnyoneliners @RVCJ_FB",81437 +-1,RT @CounterMoonbat: I moved from the south to Minnesota. Different climate. I bought a big-ass coat. I adapted to climate change.,873175 +1,RT @NYGovCuomo: Ignoring science and disbanding advisory panels won’t make climate change disappear. New York is committed to honor…,691192 +1,"RT @patagonia: If our elected leaders fail to approach the environment & climate change as serious issues worthy of urgency & action, it wi…",339783 +2,RT @revbillytalen: EPA chief denies carbon dioxide is a prime contributor to climate change https://t.co/sjEj24IuHd,130228 +-1,"RT @realDonaldTrump: It's freezing outside, where the hell is 'global warming'??",379636 +1,"RT @openDemocracyUK: Taxpayers Alliance, Vote Leave, & Lord Lawson 's climate change denying think tank (GWPF) all share the same address h…",411943 +1,RT @gray: @AmyMek This is from 2015. They're peacefully demonstrating for action to combat climate change. Please stop spreading your fear…,227580 +1,RT @qz: A new report shows that our efforts to fight global warming are paying off in the biggest way yet https://t.co/fPYZlR98PZ,911242 +1,5 ways China is becoming the global leader on climate change https://t.co/tvny16Eg6t,824630 +1,RT @ChiVeganMania: We have teamed up with @ffacoalition for @CHIScienceMarch! Fight climate change with diet change. #ScienceMarch…,268107 +0,"RT @KatyTurNBC: Trump says he will cancel Billions of dollars to the UN for global warming. 'By the way, no one knows what happens to that…",976341 +1,Everytime I tell an adult I'm going into the environmental science field they start telling me how climate change isn't real. ����❤��,877527 +-1,@LiamGeorge_ yeah but all that environmental budget that's been wasted on climate change can be spared now... 🙄,242232 +1,RT @AngleseaAC: Donald Trump wants to shut off an orbiting space camera that monitors climate change (Head in sand #uspoli #auspol) https:/…,692816 +1,RT @ElizabethDrewOH: Trump demand of names of Interior workers who attended climate change meetings reminds of Nixon demand of names of Jew…,373525 +1,RT @UniteWomenOrg: #KnowYourCandidates! @realDonaldTrump thinks climate change is a hoax! @HillaryClinton & scientists know its real…,606330 +2,Renewables-led energy transition can meet two-degree climate change goal while boosting global GDP says @IRENA study https://t.co/JFagr8hLhj,695389 +-1,"RT @ARnews1936: Whistleblower admits scientists manipulated data, making global warming seem worse to help Obama https://t.co/AVQGdvHCNI #a…",607660 +2,California unveils sweeping plan to combat climate change - CNBC https://t.co/x34jqJEBKd,474701 +-1,RT @realDonaldTrump: The concept of global warming was created by and for the Chinese in order to make U.S. manufacturing non-competitive.,387357 +0,RT @mayhersays: We now have to say 'extreme severities in weather events' 😂😂😂 that's how we're gonna sell climate change to ol' boy,914904 +2,RT @RoundSally: Fiji pleas for a Trump change of heart on climate change https://t.co/ECpikkbJwq,713515 +2,RT @ChristopherNFox: One of world's largest asset managers Vanguard seeks improved corporate disclosure on #climate change https://t.co/9JB…,366552 +2,RT @washingtonpost: The Trump administration just disbanded a federal advisory committee on climate change https://t.co/G6u4KmlzIZ,944773 +-1,RT @SenatorMRoberts: The most profound change we are going to witness is the unceremonious dumping of climate change scams under a Trump Pr…,73462 +0,Year 10. We are starting our climate change unit when we return,289072 +2,RT @NRDC: 800+ Earth science & energy experts urged Donald Trump to address climate change. https://t.co/uvYcCqhS7M via @sciam,804952 +1,"RT @eugenegu: Category 4 #HurricaneIrma on the heels of Category 4 Hurricane Harvey is not a coincidence. It's climate change, stupid. And…",242016 +1,RT @ClaireyBeeS: Rapid climate change fears for North Pole ice melt. Time to move away from filthy fossil fuels. Ban #fracking. Rene…,430449 +1,"RT @YouTube: .@NatGeo teams up w/ @LeoDiCaprio to explore climate change and prevent catastrophe. + +This is #BeforeTheFlood →…",318163 +1,RT @WhiteHouse: .@POTUS on how acting to combat climate change can help the environment and grow the economy: https://t.co/dLThW0dIEd,245508 +1,"@simeonst91 I’m creating a new think tank for climate change, would you join and post your tweet also at https://t.co/u1UbQXLmrF ?",599004 +-1,RT @LamarSmithTX21: NOAA sr officials played fast & loose w/data in order 2 meet politically predetermined conclusion on climate change htt…,583203 +0,@SenSanders how does having three homes affect climate change?,445700 +1,RT @CarolineLucas: Govt to 'scale down' climate change measures to secure post-Brexit trade - good to know #climate in safe hands then http…,477398 +1,"@Outsideness So much of this going around, especially re:climate change. 'All we need is this marginal adjustment i… https://t.co/uUOCLOdQO3",715981 +-1,RT @PolitixGal: TOP Dept of Energy scientist was fired because he failed to toe the climate change agenda pushed by Obama. https://t.co/uJI…,893967 +1,"RT @adamjohnsonNYC: in the debates, Russia was mentioned 178 times–more than any other topic; 174 times more than climate change & 161…",453035 +1,"RT @elliemail: They write about the benefits of tobacco, coal, anti climate change, all the topics one would expect from an org re…",208437 +0,"RT @ryanlcooper: and what Stephens shows is that rhetoric aside, climate change is not that important to upper class libs. denial is a Resp…",129807 +1,"RT @PetterLydn: Ooh, a climate change quiz! :) Try the @guardian quiz to measure your knowledge (and maybe learn more): https://t.co/K5D861…",405297 +1,"RT @InsafPK: Pak is badly affected by global warming.Deforestation is one of the main reason,but I'm proud the way we stood against the tim…",733508 +2,RT @BillMoyersHQ: Did CA figure out how to fix global warming? https://t.co/jKHjbqjex3,145071 +1,RT @UNEP: The #ParisAgreement must enable countries & cities to combat air pollution & climate change simultaneously. More:…,608233 +1,"RT @williamlegate: @realDonaldTrump @NASA +The same scientists that brought MAN to the MOON all say climate change is a huge threat. You sma…",155414 +1,RT @SenSanders: We have a president-elect who doesn't believe in climate change. Millions of people are going to have to say: Mr. T…,774088 +2,"RT @CNBCi: In rare move, China criticizes Trump plan to exit climate change pact https://t.co/XVQiwsQJlc https://t.co/IrVPMbatwt",652804 +1,it's 66 degrees outside it couldn't have passed 32 that day if this isn't global warming idk what it https://t.co/68COxDM3H2,941306 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,920994 +1,@Trump2016DJT sorry but your politics affects me. Having climate change deniars at the top fucks the world over. Also economic impacts too.,989811 +0,"RT @GhoshAmitav: My (no-longer-paywalled) article on the Moluccas & cloves, nutmeg, mace & climate change (with my own photographs) https:/…",201880 +1,"Evidence for @ScottPruittOK, et al. climate change deniers. https://t.co/NUij6eJyyt https://t.co/NEYPSh7brZ",592126 +1,"If you don't think climate change is real, you're an idiot. Don't @ me",77638 +-1,@LeahRBoss Dear Leftists. Your traditional working class base doesn't care about climate change. They dislike the Soros' of this world,848659 +-1,RT @reedsprague: Big Al: working to get his slice of the twelve trillion dollars he & others are demanding for fake global warming. https:/…,683162 +2,RT @ClimateChange24: Rwanda's gorillas become new face of climate change - CBS News https://t.co/tnXbstCgxR,444929 +-1,RT @sweetatertot2: In the 1970's the so called 'scientists' were telling us the earth would freeze over now it's global warming ��smh…,902924 +1,RT @TomHoltzPaleo: Badly misinformed lawmaker thinks our 'warm bodies' may cause climate change https://t.co/hi0wiLj7Xt via @HuffPostPol,329009 +1,Citizens around the world want quick and decisive action on global warming and clean energy #earthday @NemaKenya @JudiWakhungu @kunec250,261928 +2,RT @ABCNews24: Former military leaders are urging @realDonaldTrump to take action on climate change threat to international securi…,274752 +-1,RT @tan123: Climate change skepticism from a leftist: 'fear mongering around climate change needs to stop' https://t.co/RlnogaX67U,87416 +-1,World leaders duped by manipulated global warming data https://t.co/VvKAz718OW via @MailOnline,124606 +1,"RT @lorddeben: Can't be ambivalent about a liar & chauvinist bully who cosies up to Putin, denies climate change, mocks disabled,… ",616950 +1,"RT @InnerPartisan: Paul, you're a climate change denier. Don't try and pretend you have any clue about science. https://t.co/L7JMslZLPB",843497 +1,RT @LeahBarclay: Music and science combine to monitor climate change https://t.co/dYajot1cBh #ClimateAction #EarthOptimism…,886803 +1,"You can deny a global warming shift all you want, but the Northeast is experiencing the warmest winter in my lifetime. #tcot #tlot #ccot #p2",773336 +2,RT @politico: James Mattis believes climate change is a security threat and catalyzed the military's fuel efficiency efforts…,817841 +2,Biodiversity loss shifts flowering phenology at same magnitude as global warming #healthinformation https://t.co/McNvEsGeDW,190289 +0,He contestado: Trump called global warming a hecks #vaughanradio,774857 +1,"RT @HITEXECUTIVE: Tell me again how the earth is only 6000 years old, flat, global warming isn't real & science is fake news. https://t.co/…",874653 +-1,"Jina made up global warming, we hate them, they steal our jobs https://t.co/GCrtLSSbNs",117619 +1,RT @ajplus: The City of Chicago is posting the climate change data and info that the EPA has deleted from its website under the…,80236 +1,RT @DMReporter: ENVIRONMENTAL: Mail readers take on Stephen Hawking over climate change. It doesn’t end well. https://t.co/e1AfJzTCtV,535800 +1,"RT @geo_teira: With an ever warming planet, these people do realize that the last thing they'll ever have again is a white christmas, right?",948909 +0,RT @EhJovan: she's protesting for climate change https://t.co/whv80DvqZF,729697 +2,Philippines to remain at forefront vs climate change – Palace - Philippine Star https://t.co/SEkYGfvnet,142095 +1,"Fixed your headline, WP: Trump says, FALSELY, ‘nobody really knows’ if climate change is real https://t.co/RSEpmzFVzv",952238 +1,"@SenatorMRoberts There's tax reform, climate change, housing unaffordability to focus on. Not making Australia social neanderthals again",676893 +1,RT @ConservationOrg: The world is watching. It’s time to stand together against climate change. Join our Thunderclap >> https://t.co/YZkCM6…,749301 +2,RT @thinkprogress: Can the world fight climate change in the era of Trump? Obama's science adviser thinks so. https://t.co/HdknhKc4pJ https…,259428 +1,RT @ajplus: Is this deal to fight climate change too late? 😕 https://t.co/e76UJNCYN8,955164 +-1,"RT @mitchellvii: To reduce global warming, Democrats are planning a trip to the Sun to turn it down. As a safety precaution, they will lan…",942729 +1,@TeamWildrose then what will you do to combat climate change,205226 +0,RT @sujeongist: a face that cured hundred of diseases and ended with global warming https://t.co/LHxJXXVVqy,212971 +0,Flipboard just told me that White House's climate change & LFBT rights pages have 'disappeared' from a newsfeed I follow...That was quick!,853538 +1,@thenarayan_ If your so called food choices involves killing innocent animals and causing global warming then you better stay away from it.,204210 +1,RT @SenSanders: We have a president-elect who doesn't believe in climate change. Millions of people are going to have to say: Mr. T…,140637 +2,RT @guardian: Nicholas Stern: cost of global warming ‘is worse than I feared’ https://t.co/qBQaCYtska,795089 +2,China proposes major green investment amid Trump’s retreat from climate change. https://t.co/5iNuf7uvIo,452921 +2,RT @washingtonpost: The Trump administration just disbanded a federal advisory committee on climate change https://t.co/WCSwCKeUll,542187 +-1,"@YTICBT +not saying ...no global warming +but REALLY QUESTION... +• MAN MADE",231673 +1,I pledge to urge U.S. leaders to maintain our momentum in the fight against global warming... https://t.co/5fWWOlkHdY #globalcitizen,323777 +0,@philklotzbach gotta be global warming. They need some excuse?,966676 +0,@punisher766 @sassypants81 @Beppy77 @Seahawk17 He was looking for like minded climate change ladies,725465 +1,RT @MOON_SANd_: When a large percentage of the country believes climate change is a hoax but listens to the invisible man in the sky https:…,874576 +1,RT @GRAIN_org: We can't address climate change if we don't address corporate capture of the food system #GAID2017 https://t.co/F54KQL1m2e,541994 +2,Finance ministers from the world’s biggest economies dropped a reference to climate change… https://t.co/QkyoDLtTMv https://t.co/yVo3JBUq30,113181 +2,China urges U.S. to stay inside Paris Agreement on climate change https://t.co/6hVPn3cM7c https://t.co/SVArf0ikED,674302 +2,Youth conference on climate change begins: The Himalayan Times: Youth conference on climate… https://t.co/qAlhdabcWC,286037 +1,"Wow, this game gets more and more depressing!' 'That's #Downfall!' + +We accidentally played an allegorical game about climate change.",48386 +0,Really enjoying this global warming. Just need some rain,851572 +2,Mixed signals for economic switch on climate change https://t.co/jXsQ08vycL,260154 +1,@LonelyProbe @minutephysics It is flabbergasting that individuals deny the growing body of information that substantiates global warming.,876954 +1,RT @HuffingtonPost: EPA chief still doesn't think humans are the primary cause of climate change https://t.co/QL7xr5RtDv https://t.co/to2NQ…,926046 +1,RT @KHayhoe: How long have journalists been reporting on human-induced climate change? More than 100 years. (h/t to Mike Wehner…,52272 +0,"RT @FSIStanford: Tomorrow at noon, Scotland's First Minister @NicolaSturgeon talks #Brexit, climate change and more. Livestream here…",467343 +1,RT @grist: Major TV networks spent just 50 minutes on #climate change (COMBINED) last year https://t.co/K2UJ810xdK https://t.co/Dcn8s54yAJ,696229 +1,RT @JohnLutge: @MickKime @Lynquest Soon to be broadcasting clean coal and climate change denial documentaries 24*7.,146747 +1,"RT @CNN: 'When corals die off, we die off.' Thanks to climate change, the ocean is no longer a friend of Seychelles.…",86907 +2,RT @ChemistryatYork: Listen to Dr Kevin Cowtan's @BBCRadioWales interview on climate change in the form of warmer oceans (at 01:05:36) http…,689133 +1,RT @mcnees: Rumored Secretary of State candidate Dana Rohrabacher thinks global warming and TOOTH DECAY are conspiracies to exp…,811133 +2,"RT @climateprogress: #GameofThrones star: ‘I saw global warming with my own eyes, and it’s terrifying’ https://t.co/8hyQrxtfpg https://t.co…",207314 +1,RT @Keana_wat: how can you sit there and say global warming is not real like what,932740 +-1,"RT @SaveLiberty1st: Moore, co-founder of Greenpeace, says humans are NOT to blame for global warming, & 'no scientific proof' climate c… ",859620 +2,RT @themainichi: Britain's Prince Charles co-authors a book on climate change - https://t.co/MozQQF0ihT,289833 +1,RT @CycloneCharlie8: Thankfully the world's two largest nations - India and China - are out to do something about climate change…,800991 +2,What Trump's budget would mean for NASA and climate change https://t.co/7WjXRj8zuF https://t.co/VvO4DREKSE,787757 +2,RT @mmfa: Five crucial climate change takeaways from the Rex Tillerson confirmation hearing https://t.co/rw0YxDxaJo https://t.co/n31eVnrEmC,735635 +0,"If global warming isn't real, how come my two older kids know how to ice skate but my youngest doesn't?' - dad's case for climate change",814501 +0,RT @sonneyjo: What The Can't be Real Trump presidency means for climate change policy - https://t.co/aeZ1U6GKe9 via @BrookingsInst,348718 +2,UK government signs Paris climate change agreement - Sky News https://t.co/R94mRenSLW,280052 +0,"RT @cartoonmovement: #COP22 starts today, with more talk to combat climate change. Today’s cartoon by Salman Taheri:…",252067 +1,"RT @RuthHarrisonMSP: They may be fundamentalist, homophobic, misogynistic, climate change deniers supported by terrorists, but at least the…",104411 +2,Rex Tillerson used an alias e-mail at Exxon Mobil for climate change talk: WSJ https://t.co/4qUxlHPOFh https://t.co/V14oM6fixl,764266 +2,RT @TheEconomist: It briefly looked as if Trump might have had a rethink about global warming. Apparently not https://t.co/U0EeWOoLBa https…,970370 +0,"If his man crush continues to say climate change is a hoax, it'll be warm enough there soon. https://t.co/rlK7HZNcwD",340502 +2,Record-breaking climate change pushes world into ‘uncharted territory’ https://t.co/oQ4e5aHIVV,74242 +1,"RT @LRonnas: Join us at Kulturhuset, 11.00 hrs for #StockholmAct debate on how UNSC should deal w climate change",346041 +-1,again with the climate change? ok. let's see the altered data. https://t.co/vQhwSFwePN,189216 +1,"EPA boss: Here’s the good news about climate change (yes, that exists) https://t.co/rWbtOKH0gx https://t.co/9KBkst5gIU",592700 +1,Cities are reclaiming the fight against climate change. https://t.co/1h7ZbcNiAY,345237 +2,RT @theecoheroes: Trump's climate change agenda 'immensely depressing' #environment #climatechange https://t.co/0VzTZDdpdx thanks @AndyS_Re…,323796 +2,Trump to drop climate change from environmental reviews: Bloomberg https://t.co/DIO6DhE4iq,894598 +1,RT @CopernicusUnoff: #HESS https://t.co/mRkCTgK0rY Impacts of future deforestation and climate change on the hydrology of the Amazon Basin:…,242321 +0,"RT @pablorodas: #CLIMATE #p2 RT James Hansen, father of climate change awareness, calls Paris talks 'a fraud'…",666851 +-1,RT @CrazyinRussia: Russians haven't got time for you climate change shit. https://t.co/U8y0EX8sPc,433112 +1,"RT @Greenpeace: This is what 800,000 years of climate change looks like. Look at where we are now: https://t.co/8gGOBKLWMi https://t.co/FlC…",201375 +-1,@rootstak @vicenews Belief in man made climate change is the opposite of common sense. It's a fairy tale made up by… https://t.co/9rrPmWIgbl,862409 +2,RT @insideclimate: Gov. Jerry Brown warns Trump that California won't back down on climate change https://t.co/CO0p9PU3Fd,715289 +2,RT @Independent: US 'forces G20 to drop any mention of climate change' in joint statement https://t.co/49EE31tyP7,734830 +1,"RT @troovus: A couple of great, poignant climate change (and corporate misinformation / lobbying) cartoons by @joelpett1 https://t.co/Qfccu…",85298 +0,Bring on global warming so we can have this weather in the middle of fucking November please,529024 +1,RT @LeftFootFwd: They oppose abortion and gay marriage and don't believe in climate change—meet your new party of government…,487781 +0,Leave climate change; the political economy of #agriculture in India is fanning farmer anger. Also see… https://t.co/Fr23EYvxvK,23054 +1,One of the most irking things about the GOP is that they completely disregard the fact that climate change is real and catastrophic,990904 +0,Team 32: https://t.co/lwxWWx5ac1 interesting to hear more accounts about peoples opinions on climate change #17posc225,239175 +1,RT @Crawford3G: (NOT MUCH HAS CHANGED) Meet 'Mr Coal' — our new climate change minister Josh Frydenberg. https://t.co/I5Mgz3fyjD @Indepen…,15378 +2,RT @nytpolitics: Governor Jerry Brown vows California will battle the Trump White House on climate change https://t.co/unt7FUYOM3 https://t…,754788 +0,RT @rachaelvenables: WATCH as a woman walks into the middle of the M4 at Heathrow before being dragged away by police in climate change…,668228 +2,RT @insideclimate: Gov. Jerry Brown warns Trump that California won't back down on climate change https://t.co/CO0p9PU3Fd,13730 +0,"RT @AmyAHarder: In briefing just now, White House official responds to question about whether Trump thinks climate change is real: 'Can we…",546819 +1,"RT @TheRickyDavila: I hope you wipe the floor with that racist, bigot climate change denying fool. You have my FULL support…",429955 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,731660 +1,"Scientific research is one of the reasons we are getting anywhere in this world (also climate change is real, Google it)",814296 +1,"@Davos Since neither can do so without actually doing more damage than climate change would entail, both should focus on adaptive strategies",164876 +1,"We don't have the liberty, or the time to debate climate change.' 'Before The Flood' has its flaws, but it is still extremely important.",459144 +0,Why biodiversity loss is scarier than climate change https://t.co/4BvXubVJkJ,32148 +0,J&K beats global warming average https://t.co/tFD7CpU1fE,353027 +2,RT @MashableUK: Stephen Hawking has a message for Trump: Don't ignore climate change https://t.co/ts7hrsVP3d https://t.co/KCuIC2q3Lm,331470 +1,RT @JoinedAtTheArse: Liberals can't admit global warming is driven by capitalism's infinite need for growth + expansion + it's profligate s…,96234 +2,RT @guardianeco: Michael Bloomberg and Mark Carney: How to make a profit from defeating climate change https://t.co/gsCgiWyHnL,731519 +1,"RT @EnvDefenseFund: If you’re looking for good news about climate change, this is about the best there is right now. https://t.co/9v97InNDSd",165906 +1,"Here's how you can help make Congress tackle climate change + https://t.co/4Jc3At4EKt",37705 +-1,RT @EWErickson: Science is political. So you can’t trust science. But trust all the climate change scientists you bigots. https://t.co/ig…,43126 +2,"RT @KeepAmerGr8: Julia Louis-Dreyfus endorses Clinton, slams Trump over climate change https://t.co/AZqPhye9Up via @EW",649668 +0,"RT @andrerucker51: @RepAdamSchiff Our president on TV is climate change in reality Climate of our country Climate of our culture +Catac…",173285 +2,An Inconvenient Sequel review – Al Gore's new climate change film lacks heat: The former vice president’s latest… https://t.co/jD2J9unDpC,857758 +1,"As recent events have shown, climate change is not an environmental issue. It’s a global security issue.",557550 +1,Starting off the day with my coworker arguing that climate change is a hoax https://t.co/ebYZ3Hi3Us,503060 +0,"RT @rhodrilewis5: climate change, @wgcs_enviro @lesley4wrexham responds... @jonesarwyn chairs, 1140 BBC 1 Wales....",443332 +0,"RT @TheRoadbeer: After being stuck in my mentions for 24 hours about man made climate change, I pop out to find a conv about thigh-highs.…",862413 +2,"RT @nytimes: With Donald Trump in charge, climate change references were purged from the White House website https://t.co/KOtUdecPLu",421611 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,221438 +1,"RT @RealLucasNeff: How come generals get to fight wars however they want, but scientists don't get to fight climate change the way they wan…",586546 +1,"RT @ddlovato: #IVotedBecause I believe in equality, we need comprehensive immigration reform, I am pro-choice and global warming IS real. #…",65474 +1,"RT @HeWhoLovesWords: Pruitt can scrub climate change references off the EPA site, but he can't delete these crowds. IGNORING A PROBLEM D…",907918 +1,"RT @ashleylynch: The House Committee on Science, Space and Technology tweeted out a Breitbart climate change denial article. + +But it… ",396810 +2,"The dirt on tourism and climate change - For an industry reliant on predictable weather, ... - green cyprus - https://t.co/TJPabFWi26",304468 +1,Who said climate change being a Chinese scam? https://t.co/NDyjKfv9a5,622728 +1,@sjcoltrane @mellowdramatic @jembloomfield climate change *will* screw with whatever we try next,672345 +1,"RT @mrccs_ltd: Bill Gates and other billionaires are launching a climate change fund because we need an 'energy miracle' #energy + +https://t…",200528 +1,RT @TreeGroupie: Lmao I believe it's called 'We're fucked' aka global warming https://t.co/RRqsbGJmfX,831869 +1,RT @anartdecodiva: “Another reason to be worried about climate change.” by @Alex_Verbeek https://t.co/6EyQVRk0Vx,876746 +-1,"RT @Joeydoughnuts75: @CharlieDaniels I would like to know if man made climate change exists, but there are no dinosaurs left to ask. The…",108142 +1,RT @EnvDefenseFund: These stunning timelapse photos may just convince you about climate change. https://t.co/Ih42fhgFOn,126925 +1,Someone try to tell me climate change isn't real...I DARE YA 🌎☀ï¸,421856 +-1,@tan123 @ScotClimate At least Leo finally admits what we've all known.... global warming is a giant financial scam.,806625 +1,RT @14babyken: I need a president who cares about climate change !!!!!!!!!!!!!!,236496 +1,RT @BetteMidler: We are so fucked. Trump picks climate change denier for EPA team @CNNPolitics https://t.co/FmMc1OVZUn,829906 +0,How do ghosts cool their environment and could we use that to combat global warming? #funny,645988 +1,"Donald Trump to scrap Nasa’s climate change research because it is ‘too politicised’ https://t.co/BdKbgqfxB5 + +This is unacceptable. #trump",401180 +1,RT @ryanlcooper: keeping global warming below 2 degrees is done. kaput https://t.co/7rBzvrtC7M,608101 +0,RT @sunlorrie: Here's my (other) Sunday Toronto Sun column: Schooling DiCaprio on global warming https://t.co/WUkaprx5yY https://t.co/lydBj…,478005 +-1,"RT @FightNowAmerica: The majority of scientists who say climate change is man-made received millions for their so-called 'research'. + +Tr…",836772 +2,INDIA: Nine-year-old sues government over climate change inaction. https://t.co/lonAaD2jZU,609407 +2,BBC News - New mercury threat to oceans from climate change https://t.co/2647YSxf1C,288875 +1,"RT @ASlavitt: NEW: The NIH cut this�� & all mention of climate change from website. Our nation's paid scientists.☹️ + +c/o @ddiamond…",799940 +0,"They ask me what my inspiration is, I said global warming.",452648 +1,RT @AltUS_ARC: Reaching global warming targets under ice-free Arctic summers requires zero emissions by 2045. https://t.co/c17aQWWtlu,920213 +-1,"RT @RawhideClover: There is not enough data to prove global warming. The earth has cycles, they have been messing with the atmosphere… ",895649 +1,"@FriendsOScience @Panther1224 @RogerHelmerMEP @NASA You are an org specifically set up to refute climate change, ap… https://t.co/UZFcSnMSnK",600560 +1,"RT @hellohappy_time: What if we tell Pence that ignoring climate change data is like, really really gay",975763 +2,How scientists plan to avoid another global warming “pauseâ€ row: Scientists need to fight the inevitable… https://t.co/BAh4dVAAEo,75628 +1,RT @SenSanders: On bigotry there is no compromise. We can't go back to a more discriminatory society. On climate change there is al…,673417 +1,RT @Kim_is__bored: Its funny when Cody calls someone stupid. Cody literally doesnt believe in dinosaurs or global warming. #BB19 #BBAD,686448 +1,"RT @NasMaraj: Me: *Enjoying Life* +My brain: you're broke, a nuclear war could start soon, and global warming is getting worst https://t.co/…",439613 +0,"@pourmecoffee @GayPatriot @sallykohn when the right says 'it's really cold, no global warming' the left says 'that's weather not climate.'",178242 +0,"RT @DoYouEvenMikel: 'typical of John Terry to make it about himself' + +aye lads shouldve expected him to talk about global warming in his la…",875102 +-1,"Evidently some of you have never seen that algore's chart shows CO2 levels increase FOLLOWING global warming, rather than preceding it.",520688 +1,I clicked to stop global warming @Care2: Error,237751 +1,"RT @UNESCO: #FridayReads To mark the end of #COP22, let’s revisit & share our guidebook 4 African journalists on climate change…",48093 +1,"We have to figure out a way in which we address the common challenges that we face like climate change, continued war & social justice.",385476 +0,RT @DanNerdCubed: The 'Is climate change real?' one after that with a coal plant owner and a polar bear looks to be great too.,752638 +1,"RT @LastWeekTonight: If you don’t believe man-made global warming is a a silly issue, give to the Natural Resources Defense Council (https:…",744677 +1,"RT @AssaadRazzouk: In the new new world, China lectures the United States about climate change and the importance of cooperation betwe…",982511 +0,@mikelers hahaha. maka lagot. nagpa check up ko. either sa climate change daw or anxiety. 😫,613079 +2,"Under Trump shadow, world leaders tackle climate change +https://t.co/gO5SwI8whH",410824 +2,Generals sound alarm over climate change at Halifax International Security Forum' https://t.co/JeJ6NxJ35I #climatechange #security #drought,9654 +1,"RT @LisaBloom: As it has for years, NASA sounds alarm on climate change. Our Pres Elect is only major world leader who's a denier. https://…",466937 +0,RT @TalkingSchmidt: Theory: Self conscious politicians are fighting climate science to cause global warming to prevent shrinkage.,567796 +1,RT @gabbyroshelli: why is caring about the planet & global warming a 'liberal' ideal? i just assume if you live on this planet u would care…,630527 +1,"RT @SustainableDoc: @realDonaldTrump While you're at it, you should thank Exxon for hiding climate change evidence for almost 40 years. SAD!",151158 +1,RT @Sarcona_Felix: Each problem of climate change has a solution that makes society stronger. #ClimateofHope https://t.co/JhLEbxmTjn https:…,573917 +1,RT @pablorodas: EnvDefenseFund: It will be hard for Pres Trump to ignore the effects of climate change as Florida deals with risin… https:/…,196046 +2,RT @sciencemagazine: 'The urgency of acting to mitigate climate change is real and cannot be ignored:' -@POTUS https://t.co/KrxMehfDVv…,352184 +-1,"Record-low 2016 Antarctic sea ice was due to a ‘perfect storm’ of tropical, polar conditions – not ‘climate change’ https://t.co/Ic7zrnYPrw",111551 +1,RT @biancapelletti: Animal agriculture is a major cause of global warming which is raising sea levels so Venice might disappear and IWANTTO…,455242 +2,"RT @IRENA: CO2 emissions from the energy system must drop to 0 by 2060, to limit global warming to 2°C—@IRENA report reveals…",294936 +2,Merkel urges Europe to rise to climate change challenge https://t.co/k60MeiUm2e #WorldNews #News https://t.co/kOY6qSPvQJ,934579 +1,RT @SethMacFarlane: HRC proposes installing half a billion solar panels by the end of her first term. Trump thinks climate change is a hoax…,402122 +1,"The reality is, you are unwilling to give up your car and electricity use to stop global warming. Which makes you a hypocrite. @Concordantly",487153 +1,RT @jamespeshaw: Details on @NZGreens plan to welcome more refugees to NZ + people displaced by climate change https://t.co/Bf9mIfMcU6 #Wor…,376402 +2,RT @ComplexMag: Leonardo DiCaprio is getting a major award for climate change doc 'Before the Flood': https://t.co/phGfe2yPsO https://t.co/…,409513 +1,"RT @think_or_swim: 'Delusion of climate change deniers' - @autofac bang on the money in @IrishTimes letters today + +https://t.co/6p08Ctatv2",275213 +1,Blaming @narendramodi for #ModiSurgicalStrikeonCommonMan is like blaming sun for global warming.,966331 +1,RT @tbhdaphne: Only in America do we accept weather predictions from a groundhog yet refuse to believe in climate change from scientists,548864 +1,@POTUS @realDonaldTrump contributor' to climate change. Bucks what we teach our kids in elementary school! So many missteps by your people.,359332 +1,Always thinking about the impact of climate change . . . and watching species of seasonal plants whose season of... https://t.co/o6TnrHWkj8,336423 +2,"US could suffer recession-era economic losses if climate change remains unchecked, study finds .. https://t.co/keOOMykiAL #climatechange",85258 +0,@teamsjipos global warming,587958 +1,Trump and climate change: why not talk about threat multipliers? https://t.co/xk3FCK0THa,697121 +1,RT @opejoe: 15. knowing fully well that the USD20-30b req to fund climate change adaptaion will not come 4m broke African govts #SustyBiz @…,385218 +1,Despair is not an option when it comes to climate change https://t.co/F61fngeiUA via @smh,577424 +1,RT @BuzzFeedNews: The Trump administration wants to debate climate change on TV. Scientists say that's 'bullshit'…,113277 +1,RT @benwar27: #MyWishForTheFuture Is that we wake up to the existential threat of man-caused global warming. Watch #aftertheflood. https://…,499906 +0,& donald trump said climate change isn't real https://t.co/aElFNq1Puf,921336 +1,RT @futurenorm: #exposetrump sacrificing earth's future for Trump's present #resist climate change denial https://t.co/hisuYCHMGD,731137 +2,RT @likeagirlinc: #EPA airbrushes #climate webpage as #Pruitt nears confirmation | Climate Home - climate change news https://t.co/qRwVj2uB…,508402 +1,"RT @acampbell68: They have voted a man in who believes that global warming is a hoax created by China, just think about that for a fucking…",31964 +-1,we've never met personally but i have witnessed you say that queers need to suck it up and that climate change does… https://t.co/TYseC0jY9L,196791 +1,But global warming isn't real. 🤔 https://t.co/MuXRb6SToy,120610 +1,RT @perlmutations: Guess we won't have to worry about climate change. https://t.co/BohQseV0hs,351054 +1,RT @mary_reinhardt: And you guys voted for someone that doesn't think climate change is real. https://t.co/5E5CA60GmE,922836 +-1,"RT @DineshDSouza: .@FoxNews Once again, the bad guys are caught red handed cooking the data on climate change https://t.co/VsxDNNV01N",449511 +1,RT @SenSanders: We have a president-elect who doesn't believe in climate change. Millions of people are going to have to say: Mr. T…,509287 +1,Which exception Louise? The white supremacist? The climate change denier? #bbcqt,498037 +1,RT @BernieSanders: #ImVotingBecause the future of the planet is at stake. Hillary Clinton will combat climate change. Donald Trump thinks i…,725607 +1,climate change is the greatest issue facing our generation and world.,128384 +1,@POTUS You could say the same to scientists! Are you afraid of climate change??? Don't you care about your grandchildren???,515357 +1,"RT @JohnRMoffitt: #ClimateScience On Sunday, #Trump falsely claimed (another lie) that “nobody really knows” if climate change is hap… ",756132 +0,RT @sazzzelh: I love global warming,936127 +1,"RT @LeoDiCaprio: .@ProjectDrawdown maps, measures & models the top 100 solutions to reverse global warming. A must read. #PaulHawken https:…",407443 +0,"LMAO Damn ya'll vegans are slow. The animals we eat are the ones affected by climate change, they don't cause or af… https://t.co/fkKthNtTjm",967277 +2,Two billion people may become refugees from climate change by the end of the century https://t.co/vUWQ3s1eOF,432593 +1,@guardian @elliegoulding and then people are saying that global warming and climate change doesn't exist...😔 Poor poor World...,705950 +-1,"Global warming, global cooling, climate change.... they all have the same goal. +https://t.co/uT0NSzTbEB",4662 +2,The fight against climate change: four cities leading the way in the Trump era https://t.co/7V34oFG4QY https://t.co/y9HMoARud0,87681 +1,"RT @igorvolsky: Pruitt is a climate change denier, has said the science is “subject to considerable debate”",635311 +-1,RT @KGBVeteran: WATCH: Crazed leftist verbally assaults Trump supporter on a plane. Then goes on bizarre rant about climate change. https:…,876391 +1,RT @ClimateReality: A Republican governor just stood up for clean energy. Because climate change shouldn't be a partisan issue…,185402 +2,Blackhawks' Toews speaks out on climate change: https://t.co/T0CDX7XcOi https://t.co/yNg6LmkS6m,451676 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,650545 +-1,"@StormhunterTWN @EK14MeV + +The beginning & impetus behind global warming mvmt were little more than TV weatherman & radical left wing groups",704432 +1,RT @DataCity_World: How cities can stand up to climate change https://t.co/d6jwxLINqr https://t.co/CVcpb0bBx5,271923 +2,RT @ScienceNews: Lichens sound a quiet alarm on air pollution and climate change. https://t.co/z1ILg9dpzq,687305 +1,RT @Bill_Nye_Tho: yea your nudes are nice but what are your views on climate change,55515 +1,There must be soo many more diseases frozen Anthrax outbreak triggered by climate change kills boy in Arctic Circle https://t.co/5YDQHc1u3Q,375467 +0,@Rob_Flaherty @LoganDobson @HFA But global warming will cause increased rain washing their well wishes away....,421710 +1,"RT @YHWHsFave: 30 ft of ice melted in 5 years. +If climate change doesn't bother you, then you're selfish. Extremely selfish.",932395 +-1,The earth had 'global warming' back around 800 A.D. Lasted about 500 years. Caused by prehistoric SUVs and power plants. I guess.,529406 +2,POLICY SHIFT: Trump to undo Obama’s climate change agenda https://t.co/yFdSDLOACC https://t.co/nadUCJieDe,19400 +0,I dont like that there is global warming but i would prefer it to be 60 tomorrow to melt the snow,282368 +1,RT @CityLab: Start treating climate change like a public health crisis https://t.co/DXBStI12KQ https://t.co/KQ3uATzLs9,831440 +-1,"@CNN Of course climate change is real, always has been. The dispute is only about human influence on it, which is most probably negligible.",367584 +2,The 'simple question' that can change your mind about global warming - CNN https://t.co/oDqYuSNZgb,151456 +1,"Retweeted Nili Majumder (@NiliMajumder): + +No one govt can fight climate change alone & no one government should... https://t.co/VMsv8gArpI",15424 +1,RT @LOLGOP: All the evidence in the world isn't enough to fight climate change but your can just make up a study to take a few…,602526 +1,"RT @RubyCodpiece: #Trump's Cabinet: Exxon shills, climate change deniers, and criminals. Way to #draintheswamp, Donnie.",288141 +-1,The priority for most Africans is getting food into empty tummies. Everything else pales into insignificance. #STFU about climate change,517059 +2,"IPU, Schwarzenegger team up on climate change #ArnoldSchwarzenegger https://t.co/0ecvDzEjsX #arnoldschwarzenegger",488614 +1,RT @SenSanders: If we don't address climate change there'll be more conflict over limited resources. We must listen to scientists not fossi…,623850 +1,RT @Jamienzherald: @GenerationZer0: Why New Zealand needs a climate change law https://t.co/PxxD0gqH3a,222111 +1,RT @IIT_Comillas: @AdelaConchado on bike against climate change #MovingforClimateNOW @PactoMundial,817872 +1,RT @EarthVoteOrg: Capitalism is the primary factor exacerbating climate change https://t.co/Ptc6BKfjHy,226785 +1,"RT @MrStevenCree: Sorry. Maybe I should have been sexist, racist, xenophobic, wall building & denied climate change exists. Is that c…",754092 +2,Exxon to Trump: Don't ditch Paris climate change deal https://t.co/1ZUpvKG1i1 via @CNNMoney,895689 +1,@TersooAbaagu @officialdaddymo proper planning is a continuous adaptation strategy to future risks of global climate change.,812351 +2,UAE establishes council on climate change https://t.co/NYyKY4bTmX - #climatechange,495380 +1,"RT @NatGeoChannel: Watch #BeforeTheFlood right here, as @LeoDiCaprio travels the world to tackle climate change https://t.co/LkDehj3tNn htt…",358420 +1,"RT @KamalaHarris: The United States should be leading on climate change action, not rejecting it. #ClimateMarch",762468 +1,"RT @erikbryn: A simple, sensible revenue-neutral way to address climate change, by Marty Feldstein, Ted Halstead and Greg Mankiw… ",919652 +1,@realDonaldTrump Too bad climate change isn't real. https://t.co/3Vxsly6RGh,170849 +0,RT @dannielaraujoo: 19 de Julho e está a chover... come on global warming,94717 +2,Judge orders Exxon to hand over documents related to climate change for probe into... https://t.co/hXOlndpPt1 by #cnnbrk via @c0nvey,950282 +2,RT @SkyNewsAust: .@TonyAbbottMHR says the moral panic on climate change has been 'over the top' #auspol https://t.co/t5VbEJP6Ir,121381 +1,Francois Hollande says global warming denier Trump must respect Paris climate accord https://t.co/Y107v6OeTs,798244 +1,Still confused as to how some people still think climate change isn't real?,140919 +1,"RT @NatGeoChannel: Watch #BeforeTheFlood right here, as @LeoDiCaprio travels the world to tackle climate change https://t.co/LkDehj3tNn htt…",5026 +1,RT @JonCozart: Slowly slipping global warming stats into my family's group texts as a means to avoid a trump presidency,88511 +1,RT @TheDemocrats: Trump's newest proposed executive action could set us back years on combating climate change:…,39391 +0,In ref to Russia tweaking the US election. Very true and applicable to climate change and variety of other touchy i… https://t.co/HmqgO5QWyb,847976 +-1,"RT @JohnRiversX9: Exposed: How world leaders were duped into investing billions over manipulated global warming data +https://t.co/q4NzEEN1…",126028 +1,RT @BernieSanders: #ImVotingBecause the future of the planet is at stake. Hillary Clinton will combat climate change. Donald Trump thinks i…,247650 +2,"RT @AAPInNews: Action plan on climate change awaiting final review, says Delhi government +https://t.co/mQb6u8lQnQ",72062 +1,"@realDonaldTrump We know, Ivanka got a big cheque...what about climate change?",226133 +1,@IvankaTrump thank you for meeting with AL Gore to discuss the most pressing issue of our time: climate change!,838127 +1,RT @RVAwonk: Aaaand the EPA just removed its climate change page. It was still there this AM (I check everyday). Here's the link…,103408 +0,The latest The climate change Daily! https://t.co/8sBlnoiz7f Thanks to @mangogemini @DaleaLugo #climate,53382 +1,RT @World_Wildlife: Want to understand what's at stake w/ climate change ahead of #COP22? Watch @LeoDiCaprio's #beforetheflood for free: ht…,499258 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,957848 +0,RT @climatehawk1: #Climate fact: “Global warming” and “climate change” have both been used for decades. https://t.co/7OUUpjkYWl…,739006 +1,"RT @HillaryClinton: 'If you believe in science and that we have to act on climate change, then you have to vote!' —Hillary https://t.co/jfd…",494064 +0,"year is useless. Yes, every little bit is helpful, & awareness is key, but there are other solutions for climate change. All it takes is...",508856 +1,.@EPAScottPruitt doesn't think CO2 drives climate change? Let's send him a copy of 'Global Warming for Dummies': https://t.co/gm0Ba6TFnA,741698 +0,"No, climate change (draught) did not “cause” the Syrian 'civil' war. https://t.co/ukiMdY0sYu #PvdD https://t.co/HVPRUAyQLt",615568 +1,RT @NYCMayor: I signed Executive Order 26 because New York City's future is threatened by climate change. We will honor the goals…,724601 +-1,@verge remember when you liberals called it global warming. And then the winters were the coldest ever so you called it climate change?,555623 +1,RT @BernieSanders: Congratulations to all those participating in the #climatemarch. We will fight Trump who thinks climate change is a 'hoa…,14658 +1,"RT @ethoscentre: God save the planet: ‘According to Pope Francis climate change perpetration is a “sin against God”’. + +https://t.co/kAIRUkV…",617584 +2,RT @AngieHolan: EPA head Scott Pruitt: CO2 is not a primary cause of global warming https://t.co/sHTB2CbdZI via @PolitiFact,859204 +1,RT @VictorKvert2008: This sculpture in Berlin is called 'Politicians discussing global warming.' https://t.co/r6AlmORkFE,561203 +2,RT @climatehawk1: Vancouver considers abandoning parts of coast because of #climate change | @Motherboard https://t.co/285TKcSxAl…,722618 +-1,RT @SheriffClarke: Al Gore wasn't seeking common ground during 8 yrs of Obama. Was jamming global warming junk science down our throats htt…,782970 +1,"COMMENT: As doctors, we are worried about climate change https://t.co/5DvfS48u7D",874645 +1,"Leonardo Dicaprio documentary on climate change is scary, we have all ruined earth 🙈",685099 +2,"After Obama, Donald Trump may face children suing over global warming https://t.co/Txge3d37ye",986 +1,RT @exinkygal: Not bad column. But u don't get Paris. What's troubling @ w/drawal is .@potus notion that climate change is fake. https://t.…,875369 +1,"@courtghoward must stop acting like we don't know what 2 do, there are avenues in place 2 tackle climate change & we must take action #CtG17",896442 +2,Biodiversity redistribution under climate change: Impacts on ecosystems and human well-being https://t.co/5pfRMMnBdN,261896 +2,A little off piste: The importance of climate change on global economic trade winds https://t.co/gVmNrhEc2i,666991 +2,@BBCAmos The Arctic is at a record low. These observations are key to outlining the extent of climate change. https://t.co/q5F9vzB74a,488417 +2,"RT @TheEconomist: In Palau, some corals are thriving despite climate change. What's their secret? https://t.co/Tr26x4Y8Kh",110137 +2,The Independent Theresa May urged by climate change scientists to pressure Donald… https://t.co/CQQdc1owI8 #hng… https://t.co/KsofHrpy59,681932 +1,RT @StateDept: .@JohnKerry speaking at #COP22 on the importance of a #cleanenergy future to reduce effects of climate change. https://t.co/…,781205 +1,RT @GuardianAus: This is a call to arms on climate change. And by arms I mean flippers! | First Dog on the Moon https://t.co/4Y5pBxwDAV,872186 +0,"RT @t_mortin: @Lulu_McFu @MayorofLondon I alway look both ways when crossing streets, you never know when that climate change is…",795458 +0,Where is global warming when you want it? 😩 https://t.co/w54d3E254R,884229 +2,RT @latimes: China is now looking to California – not Trump – to help lead the fight against climate change…,301662 +1,"RT @LastWeekTonight: If you don’t believe man-made global warming is a a silly issue, give to the Natural Resources Defense Council (https:…",341660 +-1,RT @realDonaldTrump: They changed the name from “global warming” to “climate change” after the term global warming just wasn’t working (it…,320842 +1,RT @climatehawk1: Trump’s election marks end of any serious hope of limiting #climate change to 2C | @drvox https://t.co/O4uA38Ayq6…,57676 +0,RT @PRESlDENTBANNON: I found the root cause of almost every problem: people. Everything from an argument to climate change can be solved by…,752110 +0,@M_K_Armstrong I am blaming global warming.,628188 +2,RT @sciam: Legendary climate scientist James Hansen likes a GOP proposal on global warming. (By @aisneed)…,754018 +1,RT @oren_cass: Hopefully someday we'll get a reality-based climate agreement that helps prepare for and adapt to whatever climate change br…,518073 +0,"RT @Total_CardsMove: 'It's so warm outside because of climate change.' + +HA don't be naive. We all know it's because the Cubs are in the WS…",944273 +0,You can watch Leonardo DiCaprio's climate change documentary right here #climatechange https://t.co/RBB8MHjA1O,817937 +0,"Was hoping he'd say something about climate change or brown people, but whatevs. https://t.co/D5GDmFRtdk",589316 +1,"RT @NASAGoddard: How can cities around the world prepare for the effects of climate change? NASA, New York & Rio de Janeiro discuss:…",622341 +0,"RT @KaylaPekkala: Probably something about global warming, since temps will drop during it. + +He also blames Chicago for everything, s…",47393 +2,Globalization and climate change are spreading brain-invading worms by @AdrienneLaF https://t.co/bp2EaPk7bL,667790 +0,"RT @jedrlee: Hey girl, are you climate change? +Because I'm going to ignore you until you fuck me.",183933 +-1,Problem with climate change research is that there IS NONE. No experiments just conjecture https://t.co/IhhtNGkD7t,357879 +2,Playwright: Trump administration's willful denial of climate change and its attempts to silence art are related… https://t.co/00qpCLUnHn,581338 +1,Talk about climate change for a minute. Very Important #bumblebut @markiplier,607708 +2,EPA head Pruitt: Paris climate change agreement 'all hat and no cattle' https://t.co/yrdZJGBiN8 via the @FoxNews Android app,29931 +1,RT @SenSanders: We have a president-elect who doesn’t believe in climate change. That’s frightening for this country and the world.,954571 +1,"@flinchman66 Given that poverty and climate change are linked, and given that climate change is contributing to mass extinctions, yes it is.",531710 +1,"RT @mikephilipp: If you haven’t read @dwallacewells’s recent article about climate change impacts (or the ensuing discussions), get…",46846 +0,More than 190 countries just subtweeted Trump on global warming - https://t.co/KwHejZpFe6,295947 +1,RT @SenSanders: We have a president-elect who doesn't believe in climate change. Millions of people are going to have to say: Mr. T…,754900 +2,"RT @Bolets: Spain's hidden €1bn subsidy to coal, gas power plants | Climate Home - climate change news https://t.co/gxI4aJg8uX @per_energia…",240462 +2,"RT @geekwire: Bill Gates, tech leaders announce $1B alternative energy fund, amid an uncertain future for climate change fight: https://t.c…",947667 +1,RT @SenSanders: We have a president-elect who doesn't believe in climate change. Millions of people are going to have to say: Mr. T…,522937 +1,"RT @JohnKingSFChron: A quick take on Trump, cities, infrastructure and (very scary) climate change from @anthonyflint https://t.co/Yme2j7z4…",683311 +1,RT iansomerhalder: LeoDiCaprio Im so grateful for the time you took to tell the important story of climate change in #BeforetheFlood Thanks…,103983 +0,"RT @idiot_teen: #Women4Climate women are the cause of global warming,, becaues they are so sexy Hot",509493 +1,RT @Fusion: America is about to become the only country in the world with a leader who doesn’t think global warming is real.…,283063 +2,RT @CNNPolitics: Robert F. Kennedy Jr. issues a warning about President Trump's climate change policies https://t.co/3RRuiDI7mV https://t.c…,196836 +-1,Because climate change isn't important. https://t.co/JchkcTGYJu,469814 +2,RT @Gizmodo: Will human evolution be shaped by climate change? https://t.co/OPPeihxRP3 https://t.co/Hq7kchtk5V,315728 +0,A nice list of absurdities among the lines of 'CO2 causes global warming' or 'Sugar causes obesity': https://t.co/0WVQxKcbAY,249140 +1,"RT @JohnRSeydel: 44% of honey bee colonies died last year due to climate change & pesticides. When the bees die, we die. https://t.co/FdWgT…",340173 +2,"RT @ajplus: Here's some things to know about Scott Pruitt, the climate change skeptic Trump picked to head the EPA.… ",263393 +1,RT @SenFranken: Who are the major players behind the web of denial on climate change? Hint: They have a huge fossil fuel empire. https://t.…,363773 +1,RT @AJEnglish: What does Africa need to tackle climate change? https://t.co/xGR8lazxSN https://t.co/gClZki3gfV,344788 +-1,@brithume @aminterest I no since climate change is being debunked by conservatives only so sorry the liberal lunatics r going 2 have,524820 +2,Hamilton' creator Lin-Manuel Miranda offers up a musical guide to climate change. https://t.co/5BUMb8jZKM,847800 +1,"But major review of effects of global warming also finds fossil fuel emissions are causing deadly heatwaves, droughts, floods -@Independent",683156 +1,RT @BernieSanders: 'The concept of global warming was created by and for the Chinese in order to make U.S. manufacturing non-competiti…,643905 +2,"RT @kylegriffin1: New study finds that climate change costs will hit Trump country, especially southeast states, the hardest. https://t.co/…",835313 +1,RT @HuffPostPol: Rex Tillerson refuses to admit #ExxonKnew about climate change decades ago https://t.co/rOPBlDfbL0 https://t.co/8wBwQYyGXH,9720 +-1,@blixy84 global warming isn't real,371834 +1,RT @stressedshawty: when you're enjoying the weather but deep down you know this is a result of climate change https://t.co/g82AbTfexd,993478 +2,RT @climateprogress: The House Science Committee used global warming to… challenge global warming? https://t.co/mTRnLbOjAj https://t.co/lj5…,429769 +1,RT @BillNye: Ordering the EPA or NASA not to talk about climate change isn’t going to cool things off. Don't double down on deni…,292921 +2,RT @pilitaclark: Bank of England to probe banks’ exposure to climate change risks https://t.co/uoLscKz7xU via @FT,271505 +1,"g fucking g america. Oh yeah and just because you vote and say climate change isn't real, doesn't mean it's not real.",503920 +2,"RT @verge: Apple, Google, Microsoft, and Amazon will continue to fight climate change despite Trump https://t.co/3ShPpgs4jf https://t.co/X8…",736128 +-1,@WMO 'extreme and unusual weather' trends FAKE NEWS. Just ask @EPA & @EPAScottPruitt. SO-CALLED global warming BAD for profits & #MAGA ����.,815374 +2,Koalas don't like water but they're being 'driven to drink' by climate change' https://t.co/k1l0IOYAGR,714450 +1,RT @SidruRana: Dr. Najam Khurshid speakaing about climate change education. @PakUSAlumni #ClimateCounts #COP22 #puan…,765681 +0,@SaltyoSweet network can be a major reason..but cold? What happened to global warming?,39303 +1,"RT @AngrySalmond: Among other bigotries, the DUP are opposed to abortion, gay marriage (and homosexuality in general), climate change and w…",72379 +2,Turnbull government’s yuletide cheer runs out as climate change exposes more rifts | The New Daily https://t.co/jQgUhMX4uo,418051 +1,#ClimateChange|'The net damage costs of climate change are likely to be significant and to increase over time.' https://t.co/VWc54EkUQ8,107613 +1,RT @AgribusinessTV: 98% of African countries included agriculture in climate change strategies. They want to act urgently: https://t.co/Kb8…,863289 +2,RT @business: China tells Trump climate change isn't a hoax it invented https://t.co/eWVQtI28t3 https://t.co/7qV3RfzTTE,357796 +0,"RT @Go_MasterPiece: happy anniv KissMarc . imaah KM before hahaha . + +climate change + + KISSES AlbumAbangan",543956 +1,"RT @NationalPrks: You're right, climate change isn't real, the smartest people n the world are just all n on the same joke.. @RogueNASA @EP…",276464 +1,.@BostonGlobe No more opinion columns asking if climate change is real and dangerous. Please. The consensus among scientists was reached.,815356 +1,"EPA chief denies carbon dioxide is main cause of global warming and... wait, what!? - Yahoo News https://t.co/nFllTK5dnT #GlobalWarming",897157 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,253080 +2,RT @BASIS_org: Lord’s on the ball as climate change threat to cricket revealed | Resource Magazine https://t.co/Emj8ZMmqZa,38925 +2,RT @Reuters:U.S. EPA chief unconvinced on CO2 link to global warming https://t.co/jKM8nSufWi,34373 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,464110 +0,"RT @kairyssdal: The appropriate response in agencies asked to name climate change names, btw, is for the senior civil servant in each to re…",296886 +1,RT @TitusNation: EPA head says carbon dioxide isn't cause of climate change. Against 98% of world scientists. Bullets also don't cause deat…,743456 +1,"@realDonaldTrump hey bro here's climate change explained like a 5 year old. I hope it makes some sense. + +https://t.co/rXCGK2HX1Z",514569 +0,nadia fares nude video #global warming sex https://t.co/NBBCrIGCuS,463390 +1,I just joined @NatGeoChannel @21CF in combating climate change. Take action #BeforeTheFlood https://t.co/neaA5fU3bA,7012 +2,Trump poised to undo Obama actions on climate change https://t.co/ru8hzDxoFb via @FT,218448 +1,"RT @DisavowTrump16: Scott Pruitt , a climate change denier, has been confirmed by the Senate +RETWEET if you believe in science and want… ",312871 +0,RT @tom_harlock: i know global warming is shit but i'm not angry with my tan,795039 +0,"My name charity, you can let me have the 5% of the value of this, for the sake of world peace and climate change ������ https://t.co/lobDsxbIEi",391641 +1,RT @BillMoyersHQ: 'Merchants of Doubt' is one of 3 books the NYT recommended last week on climate change. Read an excerpt: https://t.co/ASr…,230218 +0,"@erikbryn Ok, this is wrong on many levels. 1) the effect of NOx / SOx on global warming is limited at best (https://t.co/6sXzW8dYOp)",66990 +2,"Retweeted Guardian Environment (@guardianeco): + +Arctic ice melt could trigger uncontrollable climate change at... https://t.co/UD3D6Etvsi",215033 +0,"RT @ULTRAVlOLENCE: Interviewer: 'What do you think about global warming?' +Melania Trump: 'Hello... He's kind he's strong, he's a great... c…",602368 +-1,RT @brithume: Worth keeping these in mind amid the current doomsday predictions about climate change. https://t.co/JSjehB2BN7,626395 +0,"RT @AAPGujarat: Narendra Modi wrote a book on climate change. But even Guj's main city, run by BJP councillors, lost 2000+ trees in… ",706623 +1,RT @USEmbassyDublin: The #ParisAgreement enters into force! Learn more about the U.S. goals for climate change at #COP22: https://t.co/mU2I…,880446 +2,California politician likes climate change because 'our enemies' live in hot places: Republican assembly candidate… https://t.co/16gM4Xe53B,290324 +1,"RT @GeorgeTakei: For a 'Chinese hoax,' climate change sure feels pretty damn convincing along the Gulf. Oh and the West Coast. Oh, and Flor…",264485 +1,RT @JackedYoTweets: The iceberg wouldn't be there bc of global warming you dumbass Bitch https://t.co/txPHFYMFnz,181712 +2,#Emory initiatives support actions to address climate change https://t.co/OlAm04SqfT https://t.co/YB1J5Di1NN,357214 +2,RT @wef: .@BarackObama says tackling climate change means changing our eating habits https://t.co/6jAPDdfen1 https://t.co/eoUXrauY8c,905790 +1,How a professional climate change denier discovered the lies and decided to fight for science https://t.co/RBMFrKc2OA by @fastlerner,860673 +2,"RT @climatehawk1: Australian health fund HCF divests from fossil fuels, saying #climate change harms health | @Guardian… ",369712 +1,RT @UN: Countries & communities everywhere are facing pressures that are being exacerbated by climate change -…,621223 +-1,"RT @randykjo: The fake news (CNN) is trying to blame all this rainfall for towards global warming now, incredible that they know more than…",846510 +0,@Drakus__ You must be a rocket scientist with retorts like that one. Maybe you should tell Trump climate change wasn't a hoax from China.,243843 +2,"How globalization and climate change are spreading brain-invading worms, by @AdrienneLaF. @TheAtlantic https://t.co/tYjTOjUkgf",491234 +1,This is what climate change looks like https://t.co/4EY1mo29qX,749207 +2,RT @GlobalWarming36: John Kerry visits Antarctica to hear scientists on climate change - Newsday https://t.co/fPq5PDrYM0,2969 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,223758 +2,New head of USA's Environmental Protection Agency unconvinced on CO2 link to global warming https://t.co/RbnDCsZNxB,717386 +1,"Has the .@BBC ever done a major series on climate change? If not, why not?",936100 +2,US withdrawal from Paris Treaty on climate change universally condemned https://t.co/2NitwGbZ0Q,738094 +1,Trump falsely claims that nobody knows if global warming is real - Mashable https://t.co/kLn5W8Ob8v,889195 +0,"@shossontwits @pieter020 Zoals Reinier van den Berg zegt, tijd besteden aan climate change ontkenners is zonde van… https://t.co/R8krP51mpx",308931 +1,It's 26° where I live how can any one say global warming is fake it's to fucking hot for the UK,443117 +1,"RT @SenSanders: On virtually every major issue — raising the minimum wage, climate change, pay equity for women — we are the majority",369549 +0,RT @trayvontwo: global warming rock hard proof https://t.co/hd94U9cl8C,425919 +-1,"RT @SteveSGoddard: Dear #peoplesclimatemarch +Is it OK to bring snowshoes and Arctic clothing to the Denver global warming protest tom…",661401 +1,RT @frankieboyle: Let's look on the bright side. Maybe climate change will kill off humanity before a Global Fascist government can start t…,475898 +1,RT @InggiMashudi: Business&academician must work together to find innovative solutions for climate change mitigation @univ_indonesia…,686129 +1,Oil that we're extracting now in Cali is dirtier than tar sands oil. Threat to clean air & inc climate change. #ClimateJusticeMonth @uusf,664586 +1,RT @faqirchand73: '@preety799: @babitatyagi0 Gurmeet Ram Rahim Singh started a mega tree plantation to reduce rate of global warming.',256219 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,330961 +1,RT @jgirvin: perhaps .@realDonaldTrump will understand how ignorant he is on climate change when #Mar-a-Lago is under water https://t.co/ce…,531043 +1,Father James Martin: Why is climate change a moral issue? https://t.co/qedq7CkeID,860321 +1,.@cliffhangernlv and of course natural climate variation is much slower than man made climate change.,772528 +0,"All the calls for her to challenge him on climate change, torture, the global gag rule and everything going else are being ignored.",217115 +1,"RT @nytimes: In the Netherlands, climate change is not a hypothetical or a drag on the economy. It’s an opportunity. https://t.co/Z7KoLwlLx4",423096 +1,Fixing democracy to combat climate change: Al Gore Q&A .. https://t.co/8OA8L0ynNI #climatechange,930358 +1,@AIANational @robertivy especially with a President-elect and staff full of climate change deniers/diversity non-believers in White House,67444 +1,Multinational companies have a crucial role to play in fighting #climate change and implementing #SDGs https://t.co/7YUZsjGlyy @OECD #BizFin,105665 +1,@IvankaTrump @realDonaldTrump @VP @SBALinda Congrats on ur new role. Hope you can pivot the administration to acknowledge climate change/EPA,194210 +-1,"RT @hale_razor: When Russia hacks the Pentagon, Obama says the greatest threat is climate change. Make Donna Brazile look bad? War! https:/…",468365 +1,RT @CNN: No snow where there should be. Bleached anemones. Cracks in the ice. This is what climate change looks like:…,363673 +1,"RT @Rob_Flaherty: North Korea signed on to the Paris deal. + +The US now has a more backwards view on climate change than North Korea. https…",580881 +1,"As Thatcher understood, true Tories cannot be climate change deniers #climatechange #policy #environment #Tories https://t.co/tqjQhJ3T6J",799382 +2,RT @ScienceNews: Shrinking glaciers are “categorical evidence” of climate change. https://t.co/2wYWmKgpas #AGU16,218594 +1,@MikeRSpencer @EnbyDee @StephenColwell @stevenjgibbons Naww..these guys believe climate change is caused by Weather… https://t.co/3SFtZ1WBlp,798653 +1,RT @PaulEDawson: The facts are there that we have created.... a self-inflicted wound that.... through global warming. #climatechange…,241304 +0,"RT @tallmaurice: lol it's really gone. wow. Trump in less than an hour has solved climate change, i guess. https://t.co/Ci8eGj4O8I",127682 +1,@EPA @ScottPruittOK Doesn't believe in climate change. My AG @jeffsessions Perjured himself. @RealBenCarson said slaves were'immigrants'...,806594 +1,RT @NRDC: Even the sec. of defense cites climate change as a threat. What about Trump/the rest of his Cabinet? https://t.co/ook7UZvVop via…,836878 +2,businessinsider: 'It is happening here and now': NYC is prepping for the looming threat of climate change … https://t.co/5FNklOBtQW,374252 +1,"@MilesKing10 @MollyMEP @guyshrubsole Yes, there is an RED 2.... the climate change act would imply more renewables… https://t.co/HatgbasYJM",604989 +1,One of the biggest dangers facing us may be climate change.,639749 +1,"RT @KamalaHarris: Good for Gov. Brown. CA has a responsibility to be a leader on climate change when this administration won’t. +https://t.…",570618 +0,"RT @MarkSimoneNY: Turns out NYC Mayor is hypocritical about climate change, what a shock: https://t.co/DummgcuSAa",773795 +-1,"@FoxNews these are climate change Thugs, not protesters! Big difference",158921 +1,"As climate change scientists have been warning for years, idiots! https://t.co/T4SZTk7DG6",85457 +0,"In the first 100 days, Trumps actions to protect the American Worker #7 cancel payment to UN climate change program… https://t.co/6NOrxD36AM",118312 +1,"RT @SenSanders: Yes, Mr. Trump, climate change is a 'hoax.' It's just an accident that this year will be the hottest on record. https://t.c…",384086 +1,Gostei de um vídeo @YouTube https://t.co/asfOjqfw3H humans are so bad at thinking about climate change,257273 +0,@Airforceproud95 I blame global warming..... also for the lag........ or is that just the fact I SUCK????,944800 +-1,@tHeMaVriKc @JensenPnj @nbstv and develop the economy. See da mess we are in.. It's not climate change. It's no change in spending habits.,720489 +-1,@DRUDGE_REPORT Should we all extrapolate the 1918 rise to global warming,564674 +1,How comics can help us talk about climate change https://t.co/YyUuphYQ9z #Article #ClimateEnergy,815552 +2,RT @DonaldFartWatch: Scott Pruitt’s office deluged with angry callers after he questions the science of global warming…,211715 +1,"RT @AbbyHoward: I don't think any climate change deniers follow me but just in case, here, watch as the ice disappears from our Ear… ",318585 +1,RT @vascopyjama: Innovation is what's needed to counter global warming but with no w/sale access to the electricity Market there's n…,661253 +1,"RT @DaShanneStokes: If you support the environment, Mr. Trump, why do you deny science of global warming? #resist #marchforscience #theresi…",649226 +1,RT @CrownRenovation: Y'all voted for a president who doesn't even believe in global warming!,197173 +1,"@velardedaoiz That would be a great building block, but even then an enormous challenge to keep global warming below 2°C.",38791 +1,"RT @Carrie_Etter: The best poetry collections addressing climate change? Please RT. This is for a course I'm teaching, beginning with Peter…",130729 +1,RT @rabihalameddine: Trump calls global warming a Chinese hoax. Clinton emails.,996729 +2,wef: Plants appear to be trying to rescue us from climate change https://t.co/ZozsaoMVUX https://t.co/Dtkpp0qSDs,472419 +1,RT @SethMacFarlane: HRC proposes installing half a billion solar panels by the end of her first term. Trump thinks climate change is a hoax…,67921 +1,RT @ClimateReality: Let us be clear: We will defend our progress on climate change. Join us for #24HoursofReality…,377035 +2,RT @arstechnica: Trump’s executive order on climate change finally drops https://t.co/P5hzvBmrtX by @SJvatn,64710 +2,"RT @NYDailyNews: The Trump White House website axes pages related to LGBT rights, civil rights, climate change and Obamacare https://t.co/N…",113750 +1,"RT @AltNatParkSer: Trump knows climate change is real, he just doesn't care. For deniers, ignoring these worries is more profitable. Why wo…",865530 +1,"RT @affair_state: Unless the critical issue of global warming does not hit every person on earth,#ClimateChangeIsReal #saveearth #WithNatur…",165640 +1,RT @iansomerhalder: @LeoDiCaprio Im so grateful for the time you took to tell the important story of climate change in #BeforetheFlood Than…,653129 +1,But @GOP doesn't buy climate change. Sheesh.... https://t.co/2p6rq1uYcM,820167 +2,These youth of color are organizing to address climate change https://t.co/8CXHdIqgpH https://t.co/xFLPAsBQeU,480651 +2,Scott Pruitt: Fox News roast Donald Trump's EPA chief over climate change https://t.co/P1arfNmbFt ^Independent https://t.co/uAtycS7mvo,733643 +2,"RT @WorldfNature: Africa's water crisis said to be worsened by climate change, human influence - Press Herald https://t.co/xDPBcQzbr9 https…",393091 +1,"RT @climatehawk1: Excellent read: Q&A: No, #climate change won't kill us this decade https://t.co/jIgmB7ZPpp via @nzherald… ",863021 +0,RT @JoshButler: Oh to have been a fly on the wall when Bill Shorten and Arnold Schwarzenegger talked about climate change https://t.co/fky9…,969440 +0,RT @TheDailyEdge: ICYMI: The US and China support action on climate change. Trump and Putin support the US not defending NATO allies https:…,599215 +-1,"@thehill Dear Anti-Semitic #UnitedNations, +If #CO2 causes 'climate change' then OUTLAW petroleum.… https://t.co/as31ari4A7",503508 +0,#PresidentTrump: What climate change sceptic can and can't do https://t.co/mRNKLeNUwG https://t.co/2bVWAzlJQD,589332 +1,"Whether you believe in climate change or not, shouldn't we just take care of the planet regardless?' https://t.co/CAjEkiPQbQ via @CC_Yale",918522 +1,"India, China — not US — must lead the fight on climate change https://t.co/pOKXl5H50j https://t.co/SsoRVdRfAw",7170 +-1,"@ThePatriot143 Hey @algore Is the $15 Trillion for 'global warming' +Or is it to refresh all the $$$ Clinton Foundat… https://t.co/ajutAs1GBP",250488 +1,RT @samsteinhp: FWIW. we have probably lost the battle against climate change tonight,819108 +2,"RT @TreyPollard_SC: In race to curb climate change, cities outpace governments https://t.co/GxLicETAkd via @Reuters",197554 +1,RT @andonyha: Really? You mean to tell me a gas mega corporation lied about climate change to benefit themselves financially?����‍…,487324 +1,RT @elaramaria: Im not one to judge anothers perspective but keep ur religion out of this. whats happening is bc of climate change not bc t…,100954 +2,Trump team cuts references to LGBT people and climate change from White House website https://t.co/uFvxt8Lx2w,547115 +1,RT @carlzimmer: Here’s how Wisconsin is already downplaying climate change on its web sites. https://t.co/l8qwGfdsQ7 via @DrJudyStone,166635 +1,RT @SarcasticRover: DID YOU KNOW: You can learn about climate change without making it about politics or opinion… because NASA FACTS! https…,485734 +1,RT @NRDC: .@NRDC to EPA: Release docs relied on by Scott Pruitt for falsity that CO2 ≠ primary contributor to global warming. https://t.co/…,654948 +1,"RT @UN: 'No country, however resourceful or powerful, is immune from the impacts of climate change.' Ban Ki-moon at #COP22…",135505 +1,"@RepMeehan climate change is a direct threat to the $21.5 bil PA rec industry, thanks for leading the Republican #ClimateChange Resolution",886912 +2,RT @ABC: Sec. John Kerry becomes highest-ranking U.S. official to visit Antarctica; he's there to learn about climate change…,705689 +2,RT @CNN: Will President Trump force China to take the lead on climate change? https://t.co/9VHD1SiKEA https://t.co/jtvm4cbSSf,773066 +1,Nope ... global warming is a complete myth I tell ya! https://t.co/35mnf2K2eJ,90942 +0,Bill Nye Is Not The Right Guy To Lead The Climate Fight⏩ https://t.co/rlqowQHJfM climate change is one thing; explaining it and defending …,64050 +1,"RT @SenSanders: On virtually every major issue — raising the minimum wage, climate change, pay equity for women — we are the majority",315445 +-1,RT @TeamTrump: .@realDonaldTrump will cut taxes & cancel billions in global warming payments to the UN so we can use that money to…,933595 +0,@ChristianLeave global warming be like that ya' know,160322 +0,"May climate change gni... Feeling pa ayhan.. + +MarcoVivoree UnscriptedKilig",597640 +0,cancel billions in payments to U.N. climate change programs and use the money to fix America's water and environmental infrastructure,480336 +0,I feel like climate change is personally attacking canada this week,887470 +2,RT @highcountrynews: A group of artists show the effects of deindustrialization & climate change. @PacificStand explains: https://t.co/5aei…,166966 +1,"@pagetrimble, Why are you hiding? NOAA on how humans contribute to climate change https://t.co/S1rwDiWOF6 @JohnJeffery61 @SethMacFarlane",92693 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,486357 +1,He better get use to climate change when he goes to hell. https://t.co/rJ9w0I7Gl6,141948 +-1,RT @BenWilhelm1230: Alt: Tens of thousands of gullible fools who think man-made climate change is a thing used fossil-fuel powered vehi…,582492 +2,"RT Trump seems ready to fight the world on climate change, and it could cost the US https://t.co/jaE77vkMp6",627007 +-1,@TuckerCarlson I know nothing about global warming... but I do know there was an 'Ice Age'. Did we do that too? We must be ASSHOLES!,324631 +1,"RT @LeeCamp: Not even in office & Trump's ALREADY persecuting people who work on climate change. WATCH via @RedactedTonight +https://t.co/sb…",298140 +1,RT @tveitdal: US top organization for meteorology refute EPA Administrator’s recent comments on the role of CO2 in climate change…,275876 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,589124 +0,"RT @kinetophone_com: One of the most interesting collaborations for Leonardo Di Caprio's climate change doc. Now on air +Before the... http…",720470 +1,RT @drvox: The next president's decisions on climate change will reverberate for centuries & affect 100s of millions of people. https://t.c…,50434 +2,RT @businessinsider: 100-year-old frost maps show how climate change has shifted the growing season — via @Slate https://t.co/kUPADMnYjW ht…,211075 +2,"U.S. State department recognizes 195 countries. Of those, 194 officially acknowledge human induced climate change.… https://t.co/eSwjiGpTWx",605979 +2,Here's what President Trump's executive order on climate change means for the world https://t.co/VEVbx1SNa9 by #CNN… https://t.co/UTGo1qoTpq,270228 +-1,And climate change was scientifically proven to be a mathematical error! https://t.co/4r57wt3LHa,414541 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,432065 +2,RT @climatehawk1: Yukon species list shows 'violent' #climate change in action - @PJTucker @CBCNews https://t.co/AL8BBPdPw3…,494110 +2,@CBCQuirks #quirkquestions Should Canada go ahead with a carbon tax when USA Russia and China are doing nothing on global warming?,634603 +1,"Demand Trump add LGBT rights, climate change, & civil rights back to list of issues on https://t.co/RBbGTCI51X site https://t.co/xwwhht5YRU",138144 +2,Nicholas Stern: cost of global warming ‘is worse than I feared’ https://t.co/qSzcF6Gliz,423544 +1,RT @SabOceano Human action is causing much more than just climate change: @cnrs #earthquake https://t.co/6oYvgEWDMq https://t.co/HzLldb3yaI,114476 +2,RT @HuffPostGreen: Thousands of protesters surround White House to demand Trump act on climate change https://t.co/cNTmfNELQx,726786 +0,RT @AugustusBonito: forever summer holiday is about global warming,38579 +2,RT @rudepundit: Scientists are 'guerrilla archiving' their data on climate change in case the Trump administration trashes it: https://t.co…,455134 +1,RT @voxdotcom: Trump’s election marks the end of any serious hope of limiting climate change to 2 degrees https://t.co/cjiuP9xDIy,466756 +2,"RT @UNEP: Scientists say, 2016's super warm Arctic winter 'extremely unlikely' without climate change. Read more>… ",929450 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,309099 +1,"RT @CollegeDemsOSU: .@SenJeffMerkley Is on ����fire���� tonight, outlining the effects of climate change on Oregon's forests, farms, and marine…",924207 +1,"RT @MehcadBrooks: Scientists should run for office. I'm sick of all the climate change denial, evolution deniers and the bending of hard fa…",152180 +1,@ConnorSouthard They added climate change to the existential threat countdown in '07.,480882 +1,Great idea! Scientists who think climate change is a hoax on one side & all the scientists who know it's true on th… https://t.co/YOkbjXr9tJ,681512 +1,RT @Newsweek: A timeline of every ridiculous thing Trump has said about climate change https://t.co/U68vESEwxC https://t.co/rinGbqXbcd,220824 +1,EPA chief's climate change denial is easily refuted by the EPA's website - Washington Post -… https://t.co/CWCUdLHq6p,881841 +0,"@ClimateQuotes @BigJoeBastardi Which fake meme, that hypocritical celebrity lectures us about global warming while constantly jetting around",991419 +2,RT @Oregonian: New Yorker magazine: Oregon climate change-denier Art Robinson considered for Trump's national science advisor…,920001 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,404028 +2,"RT @gadyepstein: Role reversal: China—once seen as an obstructive force in UN climate change talks—warns Trump not to abandon deal + +https:/…",861039 +1,I pledge to urge U.S. leaders to maintain our momentum in the fight against global warming... https://t.co/rFXU4qafOz #globalcitizen,895409 +1,"It's gonna be 88 degrees in South Texas tomorrow, it's almost December, and people still wanna pretend global warming is fake smh bye",556271 +2,RT @BuzzFeedNews: Secretary of State Rex Tillerson allegedly used an alias email to discuss climate change while at Exxon…,17792 +2,RT @ajplus: Diplomats at the UN global warming summit are very concerned about Trump's stance on climate change. https://t.co/wZ6VbM60K8,695002 +1,"RT @Anger7_Meirala: Just to settle this: +(1) I am not & never have been a troll +(2) 98% of scientists accept anthropogenic climate change…",206563 +2,How climate change could alter the environment in 100 years - https://t.co/B1uC8U8Awy,259714 +1,RT @patagonia: 'We commit to fighting harder than ever for leadership willing to confront climate change and embrace the clean energy revol…,461238 +0,For grade purposes po kailangan ko po ng tulong ng Exo-L... 'Topic po is about climate change' pagiging hot ng exo lol😊,997783 +1,RT @BloombergNEF: Stopping global warming would boost the global economy by $19 trillion and create 6 million jobs…,422309 +1,338 #ClimateMayors now committed to adopting #ParisAgreement goals in their cities to tackle climate change… https://t.co/nkm6S68JCw,228101 +1,"RT @GayRiot: WOW @Axiogenesis look at the headline nxt to UR ad!UR advertising on climate change deniers,hateSpeech Breitbart.Pl… ",275206 +0,"If I had known global warming was going to be this prevalent this far into the year, I wouldn't started building my tiny house",743611 +0,"RT @NewsHubNation: John Robson: When 225 Canadians jet to Morocco to 'fight climate change', they emit clouds of hypocrisy https://t.co/duu…",781225 +1,@mcuban @williamlegate I'd rather have an international Manhattan Project to help ameliorate climate change. AI won… https://t.co/IfJRyRo75E,990443 +1,"RT @NatGeoChannel: Watch #BeforeTheFlood right here, as @LeoDiCaprio travels the world to tackle climate change https://t.co/LkDehj3tNn htt…",58246 +2,RT @stevesi: Senior diplomat in Beijing embassy resigns over Trump’s climate change decision https://t.co/MWWAZepgau // Wow!!!,155994 +1,RT @ChronicKev: It's so hard to refute the facts around climate change after watching Leo's documentary.,991025 +1,RT @bruneski: This video shows the extraordinary trend of global warming in more than 100 countries https://t.co/n7myWOFntw via @voxdotcom,338154 +1,"RT @emigre80: In 2067, as millions die because of global warming, 'Bros will still be justifying what they did to elect Trump co…",398358 +-1,I don't believe in climate change' https://t.co/Oh28ryMy8A,288794 +1,3 good articles about the current extent of our climate change and the potential affects if we don't make some substantial changes...,993106 +-1,RT @Nappers824: Bill Nye blows gasket when a real scientist schools him on facts about ‘climate change’ - Hot news - YouTube https://t.co/K…,548852 +-1,"RT @larryelder: Lefties, who reject oil company anti-global warming studies, embrace gov't health care studies that 'prove' the need for mo…",791078 +2,Trump’s views on Paris climate change pact ‘evolving’ at G7 https://t.co/ZZFVCKjK94,106902 +-1,"RT @goddersbloom: Man made apocryphal climate change, is it the longest running State sponsored scientific scam in the history of man… ",310077 +1,"RT @juiceDiem: Before I go to bed: + +If you think flag burning is a bigger issue than refuting scientific evidence of climate change, you ne…",75306 +1,RT @Greenpeace: Meet the incredible Sudanese scientist helping Africa cope with the increasing disasters of climate change…,197958 +-1,RT @weknowwhatsbest: A whistleblower says the only global warming occurring in the last 12 years was caused by the Obama administration coo…,77894 +1,RT @greenhousenyt: Trump names climate change denier as his top person to set direction of federal agencies that address climate change htt…,337374 +-1,Nobel Laureate smashes the global warming hoax. https://t.co/MBTFq2bnJm,512076 +-1,@JBlowhard Good. Becuase it's not happening anyway. Which is why they stopped using it. It's now climate change.,762882 +1,RT @SenSanders: We have a president-elect who doesn't believe in climate change. Millions of people are going to have to say: Mr. T…,999243 +1,RT @credfernjr: We just entered an alarming 'new era' of global warming https://t.co/WlTaD5O4km via @mashable,170098 +1,RT @ClimateChangRR: Conservatives can be convinced to fight climate change with a specific kind of language https://t.co/CTyZdfLGvg https:/…,766651 +1,"Heading to session climate change, security and diplomacy :building bridges for peoples and nations @PUANConference #climatecounts",172389 +0,"RT @CoreyCiorciari: Kushner obviously wanted to urge Putin to protect LGBT rights and fight climate change, right @nytimes? https://t.co/Tf…",959009 +0,Serious q: If GOP believes climate change isn't real why need 'clean' coal? If humans can't impact enviro why need coal to be 'clean'?,438985 +1,Trump is ALREADY persecuting people who work on climate change. WATCH: https://t.co/Q1TFUeh7tS,86441 +1,I just joined @NatGeoChannel @21CF in combating climate change. Take action #BeforeTheFlood https://t.co/3EgWvuhC1Q,990100 +2,"As Trump heads to G-7 mtg, European leaders lobby him on climate change - just as conservatives feared: @evanhalper https://t.co/2sKbqYG5a9",964117 +1,"Trump will make climate change, income inequality, prisons, surveillance worse but democrats also failed to adequately address these issues.",584785 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,346584 +1,RT @renew_economy: Hurricane #Harvey: Connecting the dots between #climate change and more extreme events https://t.co/Qhzb2AlsXr,856566 +1,#RememberWhenTrump said climate change was a Chinese hoax,195095 +0,now that Obamacare is about gone. Obama basically didnt accomplish much just us in more debt and no climate change policy and #Trump.,358473 +0,RT @1942bs: remember the time republicans blamed Barbra Streisand for global warming,290323 +2,UN climate change agency reacts cautiously to Trump plan https://t.co/5f1ZvWLKIN,446558 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,647465 +1,"RT @first_edward: @washingtonpost can't be climate change because it still gets cold in Winter, right?",493279 +2,India to achieve climate change goal earlier than thought via /r/worldnews https://t.co/SUwXapiB4F,800263 +1,RT @bradplumer: Pruitt: Can't do anything about climate change until we research it further. Mulvaney: No more money for research! https://…,289567 +1,RT @UN_Spokesperson: Ban Ki-moon at #COP22: we have come far in past 10yrs. Every country understands that climate change is happening.…,967318 +0,@JohnnySoftware which doesn't what exactly? How can one prevent this 'global warming'?,406505 +1,@realDonaldTrump will you discuss climate change with the President of Fiji? https://t.co/9hg4uZngZ3,848544 +1,"RT @tcktcktck: 'No nation, whether it’s large or small, rich or poor, will be immune from the impacts of climate change.' https://t.co/X7w…",227098 +1,RT @StopTrump2020: #Pruitt refuses to acknowledge proven science on causes of climate change. Instead he is in bed with big oil.…,455676 +1,But global warming is a hoax perpetrated by politicians/scientists 🙄🙄 https://t.co/HLKj3ICrLx,227816 +0,@truth_toll I'm not saying it is or isn't. But why do you feel climate change is a hoax?,935505 +2,RT @KathViner: 24 hrs of rolling coverage about climate change to mark the eve of Donald Trump's inauguration https://t.co/r1h6pJXbAZ,690233 +0,The worst part of global warming is that I brought all my shorts to school only for it to be hot enough to wear one pair once,213206 +1,"RT @iansomerhalder: VOTE VOTE VOTE!!!! +;) VOTING for a candidate that believes climate change is a hoax is the MOST dangerous person to…",582332 +-1,RT @TelcoJ: Bill Nye whines at CNN for having actual SCIENTIST on who doesn’t support climate change doctrine https://t.co/BabjrJ3XJ5,386299 +1,"RT @Ashley_L_Grapes: #trump, you promised to represent the people, and we believe in climate change. Please rethink your pick for EPA! Our…",838229 +1,RT @FAOForestry: #nowreading Opinion: Fighting climate change and famine with #forests in the Horn of #Africa…,173405 +0,65° today. S/o global warming.,623323 +1,"We hv confirmation that yesterday's EO will not affect FFRMS or EO 13690. Good for FPM, bad for climate change & re… https://t.co/d5oiVfXUlQ",512535 +1,"@NickBurke9 on the other hand, we can elect someone who believes that global warming is a hoax and conversion therapy is the right answer.",359341 +1,RT @kurteichenwald: China is now explaining the history of climate change science/politics 2 underscore to Trump they didnt do a hoax. God…,910442 +1,RT @Elainey0007: You don't say? I'd use the term climate change though. https://t.co/e0wgvwroqJ,117961 +1,"RT @CricketArt67: If you can't stand the heat, don't be a climate change denier +#FixAnAnnoyingSaying",185547 +0,"RT @girlziplocked: I move that we start calling 'climate change' 'climate fuckery.' + +All with me, retweet.",354237 +2,RT @thinkprogress: Australia’s record-breaking summer heat linked directly to climate change https://t.co/Lo5oGQLRiD https://t.co/NeKUOE1GPx,409564 +1,"@Crimsontider @ajc I think it was an extreme, focal concentration of global warming, occurring as a result of Trump's EO lifting coal regs.",589913 +2,RT @WIRED: What a Trump presidency means for the global fight against climate change: https://t.co/JhDmByNpNP,297407 +1,"RT @Khanoisseur: Trump CIA director nixed Violence Against Women Act and is a climate change denier + +Good job everyone who protest v…",700655 +2,#EarthChanges Brisbane Times 'Nowhere on earth safe' from climate change as survival… https://t.co/rKXGfOaYMp via… https://t.co/q6EYb88V9j,587303 +1,"RT @mzjacobson: “Oklahoma hits 100 ° in the dead of winter, because climate change is real” by @NexusMediaNews https://t.co/7X66ud91yV",930239 +0,"RT @AmarAmarasingam: Wait, what? Fox's Kimberly Guilfoyle says Trump called her at 8am to talk climate change. He doesn't have advisors?? h…",156321 +1,"RT @SandiDeMita: From college affordability to climate change, 'Hillary Clinton’s values are Millennial values.' https://t.co/rIPAs3BciW",556412 +0,"@johnaita +Those anti-trump ppl so worried about climate change but they're not doing a damn thing to change what they do day-to-day.",677371 +1,Florida reef rescuers race to keep pace with climate change https://t.co/1CBZSVrDXN via @sfchronicle w/ @nature_org #SaveOurOcean,772633 +1,RT @HausOfJuuso: Can't wait to see our planet die because of global warming �� I'll 'thank' you later @realDonaldTrump #MakeOurPlanetGreatAg…,526331 +1,RT @nytopinion: What can you do about climate change? Look for ways to influence companies and communities https://t.co/n36cjgRmm2…,936037 +1,#notmypresident Trump abolishes climate change in first moments of regime https://t.co/OB805FpZWx,318777 +0,RT @lIexos: @legendbyun @Jeff__Benjamin soooo let's pretend fire by b*s is about global warming then,249373 +1,@Rich_Homewood hello! So nice to find an Australian fighting climate change denial. Australia could have zero net carbon in principle.,370858 +0,"RT @kurteichenwald: In full page ad in NYT in 2009, @realDonaldTrump called for urgent action on climate change. Which does he believe? htt…",896463 +2,RT @EcoInternet3: Showdown over #science standards reflects #climate change debate: Idaho Statesman https://t.co/PUT5yG5fbZ #environment,80686 +1,"@NYTScience @nytimes Sad for THE WORLD USA FL AND NY to know D.Trump does not care for global warming, seas rising, droughts extreme heat😳⏰",490545 +1,RT @nature_brains: 'Nature is the world's oldest climate change technology and it is available at low cost' @JustinCMAdams @usnews https://…,617947 +1,"Hillary Clinton sold child sex slaves out the back of a pizza shop in DC, but it is beyond the pale to suggest that global warming is real.",345778 +1,"RT @UN: Only 4K snow leopards left in the �� b/c of poaching, illegal trade, climate change & other factors we can fight:…",208687 +1,This is it! @BillNye superhero costume to fight Trump's climate change denying agenda. #thescienceguy https://t.co/5NoQ6B1alG,712306 +2,RT @Gizmodo: Scientists aren't sure what climate change did to Harvey https://t.co/6L6PW6cikf https://t.co/oPmBQ3gcnm,531742 +2,RT @RawStory: Trump’s defense secretary James Mattis says climate change is real — and a national security threat…,588693 +0,"apparently in the Alien franchise, they ended global warming in 2016. meanwhile in reality....",647146 +1,"@realDonaldTrump no global warming, huh? 🔥🌎🔥@SenateGOP @SenateMajLdr @SpeakerRyan https://t.co/1gpANp1jRI",799194 +0,"@jeramytackett Now he believes in climate change. Oh, snap!",155170 +0,Today President Clinton called for stricter restrictions to combat climate change & for a substantial federal minimum wage hike. #aprilfools,524534 +1,"RT @PoliticKels: Don't worry about global warming. We're going to build a new Earth, a bigger Earth, it will be the best Earth ever #TrumpN…",646889 +-1,RT @realDonaldTrump: The concept of global warming was created by and for the Chinese in order to make U.S. manufacturing non-competitive.,716471 +1,"RT @AssaadRazzouk: In the new new world, China lectures the United States about climate change and the importance of cooperation betwe…",334131 +2,RT @ABCWorldNews: Top-ranking diplomat at U.S. Embassy in Beijing resigns over climate change decision. https://t.co/CureuoME5w https://t.c…,580625 +0,National Geographic’s climate change documentary with Leonardo DiCaprio is now on YouTube https://t.co/1Y3koz4KDY via @thenextweb,544614 +2,RT @dfrodl: GE CEO Jeff Immelt seeks to fill void left by Donald Trump in climate change efforts - Boston Business Journal https://t.co/wDZ…,200640 +1,"RT @richardbranson: Great show of civic power & voice – 150,000 people calling for ambitious action against climate change…",859195 +-1,"RT @PrisonPlanet: If you don't believe in man-made climate change you're a 'white supremacist'. + +FAKE NEWS. 🤗 https://t.co/0qrwiRDWQR",608084 +2,"RT @aen_texas: https://t.co/NYpvYNhW1d More shareholder climate change votes ahead, as Trump may loosen energy rules",832066 +1,"RT @NWF: Wild bees are in trouble due to habitat loss, pesticides & climate change. These 139 counties are most at risk:…",389833 +1,"It floods regularly down there now. Yeah, there's no climate change... https://t.co/headX5WUD2",891490 +2,Ivanka from Brighton's message for Trump: 'Please pay attention to climate change' https://t.co/uBddHiPrPz,374288 +1,"RT @Ehmee: - expressing the unfitness of Steve Bannon and his bigotry, to stand up for climate change research and progress.",15480 +2,"Oil extraction policy incompatible with climate change push, MSPs told https://t.co/bxZDyYpJC7 https://t.co/CNRum2EIOz",706347 +1,Doug Ducey: Increase climate change education in AZ high schools. - Sign the Petition! https://t.co/c10G3KocjR via @ohdaesuu1 #ItMatters,525649 +-1,"RT @hvd713: It's not denial, it's FACT. Show me your scientific evidence that global warming is man made and I'll apologize for… ",232452 +1,RT @60milliongirls: RT @GPforEducation Education makes people less vulnerable to the effects of climate change. https://t.co/O719y39D7x ht…,125239 +2,RT @thehill: Energy Dept. tells employees to stop using the phrase 'climate change': report https://t.co/8oLnJls5IW https://t.co/WU96YMERkl,304855 +-1,"#NewVettingQuestions Do you now, or have you ever, believed that Chinese hoax global warming?",194904 +2,RT @AEDerocher: Svalbard wildlife paper shows multi-species climate change issues. Not 'just' #polarbears but sea ice loss is sever…,101749 +1,RT @rabihalameddine: Trump calls global warming a Chinese hoax. Clinton emails.,510481 +2,RT @alertnetclimate: Can Finland's Sámi reindeer herders survive climate change and logging? https://t.co/atKYPiGwun @Fern_NGO #Finland htt…,489751 +-1,"RT @ritholtz: DOUBLEPLUSGOOD + +Energy Department climate office bans use of phrase ‘climate change’ +https://t.co/OIavuwsTED",3326 +1,"@AskWY @GWPattie @RadioFreeTom when 97% say climate change is real and caused by humans, and the other 3% work for oil companies...",566848 +1,RT @altNOAA: Would the climatologist that told @ScottPruittOK CO2 wasn't a primary contributor to climate change please step forward! We'll…,624211 +1,"RT @galka_max: Watch climate change 'spiral' +out of control https://t.co/c5cxdzezJI https://t.co/pAYM6xWnXE",952253 +1,RT @serena_bean13: 'He doesn't believe in climate change! Do you know how dumb you have to be to not believe in climate change?!',997412 +1,RT @_CJWade: The craziest part about Florida voting for Trump is the whole state is going to be underwater once he defunds climate change r…,168187 +2,"RT @NBC24WNWO: UT professor tackles climate change at Lake Erie Center lecture. +https://t.co/UMkC6tMSFN",277791 +-1,@ScienceNews Sadly climate change is big hoax. So enjoy ur life.,739588 +1,RT @benmekler: It's 91 degrees in mid-November and the president-elect wants to cut 100 billion dollars in federal climate change spending,981287 +1,RT @zmklein: Applaud Mayor Ginther for this step. We must con'd to do out part to combat climate change and support green jobs f…,422197 +1,"RT @TeaPainUSA: Once you get around the air, the water and the food we eat, climate change is really no big deal. + +https://t.co/5oX03urupx",638003 +0,"ＮＨＫラジオ英会話2015.5.25より + +climate change(名詞) + +気候変動",835949 +2,Hundreds of millions of British aid wasted on overseas climate change projects: Hundreds of… https://t.co/IuPuOIQWjV,203618 +2,"Federal scientist cooked climate change books ahead of Obama presentation, whistle blower charges | https://t.co/HZGwI9Viut",607406 +0,"RT @OmanReagan: Also, dress codes are stupid. They're often racist, sexist, and classist, and contribute to global warming. Yes rea…",608876 +0,"RT @courtneyact: You are voting for more than just a president! Senators, members of Congress, propositions on condoms, climate change and…",477799 +0,What y'all think y'all can do bout climate change ? I'm curious to know,488546 +-1,"RT @AndyHortin: .@VP: 'For some reason, this issue of climate change has emerged as a paramount issue for the left. #MAGA�������� https://t.co/…",37083 +2,CDC abruptly cancels long-planned conference on climate change and health https://t.co/S53KCswr4g https://t.co/VQpOaWM98D,358130 +1,"RT @Ashley_L_Grapes: #trump, you promised to represent the people, and we believe in climate change. Please rethink your pick for EPA! Our…",335569 +1,"RT @Tony_Burke: We must have the world's only govt saying the answer to extreme heat & climate change is fewer renewables and more coal. +#a…",320535 +0,RT @ThatsSarcasm: if global warming doesn't exist then why is club penguin shutting down,272551 +1,"Fact check: Scott Pruitt on climate change, again https://t.co/CM2SEX7Up3 �� see here ���� RT �� https://t.co/ySkew6DkdH",422279 +0,RT @BecketAdams: Wait … you’re turning on all the lights in honor of a climate change agreement? https://t.co/qRwIe8cH2r,165366 +1,the benefits of climate change' pffftttt news flash: we'll die SMIIITH https://t.co/5wBQ5zcCZC,840574 +2,China praises role of Paris Agreement in climate change battle https://t.co/biJ6ejBs0p,494087 +1,RT @Fusion: America is about to become the only country in the world with a leader who doesn’t think global warming is real.…,777175 +1,"RT @ddlovato: #IVotedBecause I believe in equality, we need comprehensive immigration reform, I am pro-choice and global warming IS real. #…",602397 +-1,"RT @_Makada_: Liberals call anyone skeptical of their bullshit a 'denier.' Man made climate change is a HOAX. CO2 is NOT poison. + +#IAmAClim…",717932 +1,"We cannot blame all of climate change on the West, our activities locally also play a part' #GGIEcoTour https://t.co/lISUakUcQK",951742 +2,RT @frank8427zz9za: Miranda Devine: Perth electrical engineer’s discovery will change climate change debate | Perth Now https://t.co/He6ehA…,676876 +1,RT @Seasaver: The ocean is losing its breath – and climate change is making it worse https://t.co/myO8tGHlGK @ConversationUS,929144 +1,"4. 'The clean energy revolution is underway' +I am not optimistic about us doing enough to stop global warming without huge commitment",962727 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,56004 +0,RT @RotNScoundrel: According to leading climate change scientists ocean water makes fucking retards out of voters. #FuckNewYork #FuckCalifo…,964623 +-1,"RT @foxandfriends: .@guypbenson Regardless of your thoughts on climate change policy, alarmist rhetoric like 'Trump helped hurry our e…",481262 +1,RT @Taezar: It's crazy how cool 30° feels. Am I becoming a climate change Stockholm syndrome victim?,936704 +2,Paris Agreement on climate change goes into effect sooner than expected: https://t.co/DcZ2jroqow https://t.co/FNIjz4xSNG,390991 +2,Scientists blame global warming for new phenomenon called ‘river piracy’ https://t.co/9SDrlRrKj5 https://t.co/4GYu37nVVz,263830 +2,RT @HuffPostPol: Discover how climate change is rapidly transforming our Earth with Google Timelapse https://t.co/XjkhOtVHUt https://t.co/V…,168357 +1,RT @GirlUp: How is climate change a feminist issue? In 1 hour tune in for girls' perspective on climate action for the #EarthToMarrakech di…,995098 +0,It's funny how the mainstream media doesn't talk much about climate change. Maybe it's proof they're more conservative than liberal.,312110 +0,"@dosima_org 2/2 on Kipling's Puck and consumerism as a lead driver of climate change (Birlinn Books, Edinburgh, 200… https://t.co/oiQNeVLEQi",62418 +1,"RT @HillaryforOH: 'Are you going to vote for a president who will fight climate change, or a president & Congress who don't even beli…",737568 +0,"If climate change is real, then why are Chihuahuas always shivering",483496 +2,RT @HuffPostGreen: EPA slams Trump's climate change policy — by accident https://t.co/PdflQUeFp9,235881 +1,RT @imnotsavana: I know climate change is really bad but low key shout out to it bc it's tricking my seasonal depression into thinking that…,872208 +2,"RT @voxdotcom: The EPA is still required to regulate CO2. Scott Pruitt, who recently denied climate change, can’t easily undo that. https:/…",642843 +0,"RT @brady_dennis: As historic Paris agreement enters into force, climate change is turning into a race between politics and physics: https:…",661908 +1,RT @ClimateCentral: This is what it's like to be a young climate scientist in the age of climate change https://t.co/QX7wfvDA6w https://t.c…,671764 +1,RT @HeatherMorrisTV: I've been behind climate change for almost ten years feeling like an outsider. It's nice to… https://t.co/ZNREizOGEG,629345 +1,RT @PiyushGoyal: India makes International Solar Alliance a reality. Solar-rich countries come together to fight climate change. https://t.…,303467 +1,"RT @NatGeoChannel: Watch #BeforeTheFlood right here, as @LeoDiCaprio travels the world to tackle climate change https://t.co/LkDehj3tNn htt…",200846 +0,HB420 [NEW] Relating to the admissibility of certain evidence relating to climate change or global warming in cer... https://t.co/Kuhjdavja9,281862 +1,Earth Hour is tomorrow night. Stay inspired to fight climate change with great environment… https://t.co/jwP9FiYw2J https://t.co/ZzL20NnFgN,98005 +1,RT @MrDenmore: The greatest stupidity of the media is to treat climate change as just another ratings-driven derivative of the left-right c…,213031 +2,"TRUMP DAILY: In Trump's America, climate change research is surely 'a waste of your money' #Trump https://t.co/yxdYPNU77N",949008 +2,Trump administration begins altering EPA climate change websites https://t.co/Y6pAgkMhyN by #mashable via @c0nvey,792109 +2,"RT @USARedOrchestra: Tillerson withheld evidence from NY AG on investigation into what Exxon knew abt climate change by using alias email +h…",626032 +2,RT @cnni: An Indian engineer is creating giant artificial glaciers to counteract the effects of climate change…,551550 +-1,"The Weather Channel video uses young kids to promote 'global warming' fears - 'Dear Mom & Dad, climate change...' https://t.co/Lbopm9sG0T",50256 +1,"RT @shoplet: Going #TreeFree is important to eco-brands like Emerald, because trees play a major role in fighting global warming. #careSHAR…",87182 +-1,.@RogerPielkeJr: My unhappy life as a climate heretic https://t.co/8hMtu5TjaB via @WSJ // Is global warming science? Or ideology? Read...,70377 +2,California targets dairy cows to combat global warming https://t.co/LpnGyPoQSS,475942 +-1,"RT @SteveSGoddard: 1934 was the hottest year on record in the US. That didn't suit the global warming agenda, so @NASA erased the heat…",925076 +1,Leonardo DiCaprio's documentary on climate change slays! ðŸ˜ðŸ˜ðŸ˜🌎â¤ï¸ Give it a watch on YouTube!,424728 +1,"RT @garigalAnj: What an idiot, climate change is not a left wing issue, it is a global problem which ABC scarcely covers #qanda",993884 +2,UK: Keep your climate change and wildlife commitments https://t.co/4SMhOQkoeZ,98837 +1,Trump has broad power to block climate change report https://t.co/VQjPMtYAmv 'That's the thing about Science: it's not pick & choose',855381 +1,"RT @jeremynewberger: My doc The Anthropologist is about climate change adaptation, or as Trump calls it, Do Nothing Its Fine. Playing @cine…",504761 +1,"RT @H2Owitch: TX among the states most vulnerable to climate change. Will Harvey trigger increased resilience? +https://t.co/QmCkNIJAGq",480356 +1,"RT @RealFedCo: The first question to ask isn't 'Is climate change real?' +It's 'Does the federal gov have the power to regulate it?' +https:/…",27663 +1,"#To curb climate change, we need to protect and expand US forests https://t.co/2FuS5wCRGs",765826 +1,"denying climate change is like denying that lettuce is green. you can be uneducated or stupid, but are you blind too? 🌴🌳🌲🌻🌍🍄🌤️🌱🦋🐞🐾🌈🏔️",692314 +2,"RT @Forbes: Scientists discover a way to capture carbon dioxide from the ambient air, creating new way to fight climate change… ",842896 +1,"@PFencesMusic The money, if any, is in climate change denial.",890731 +1,RT @LibyaLiberty: Well well well -seems the Trump camp has decided to walk back their Dpt of Energy climate change science witch hunt. http…,611406 +0,RT @nico_ordeyo: Two middle aged white men 'debate' whether penes cause climate change. I'll make my own decisions ty very much. #notmypene…,429398 +1,"@SenatorMRoberts If scientists are wrong about climate change, we spend some money on reducing pollution. What happens if you are wrong?",748459 +1,To deal with climate change we need a new financial system https://t.co/R0BUkNb9NC,888 +2,RT @canberratimes: 'Something wasn't quite right': Ex-#Canberra firefighter warns mega fires 'the real cost of climate change' https://t.co…,674934 +2,This forest mural has already been washed away. It was designed to send a chilling message about climate change… https://t.co/g592dZ5G5m,378093 +-1,@erstlecocq We have no control over climate change. The climate is changed by the sun. We have control over pollution; know the difference.,231363 +2,RT @CNN: An Indian engineer is creating giant artificial glaciers to counteract the effects of climate change…,375741 +1,"https://t.co/V66jKNdoJ2 +If Trump wins, the U.S. could end the fight against climate change. https://t.co/y32Bu3eHGD",385253 +1,"@brownbarrie Unless USA supports solutions to climate change then Canada (& even more so, Ontario) is irrelevant. Just rounding errors.",898795 +1,.@EPAScottPruitt doesn't think CO2 drives climate change? Let's send him a copy of 'Global Warming for Dummies': https://t.co/XGsI4dg9P2,965903 +1,RT @SenSanders: We have a president-elect who doesn’t believe in climate change. That’s frightening for this country and the world.,603496 +1,RT @nowthisnews: The Trump administration thinks protecting our planet from climate change is a waste of money https://t.co/QTGMi3Iv6U,758318 +1,RT @sarahkendzior: First Trump admin came for those who believe in climate change; now they may be coming for those who believe in LGB…,734948 +2,"RT @joerogan: Don't worry about climate change, God will take care it, says GOP congressman https://t.co/thpxeDjlE1",551888 +0,RT @mitchellvii: Americans are even less worried about Russia than climate change.,458713 +1,RT @VeganStreetCom: Eating a vegan diet is the single most powerful thing the average person can do to combat climate change.…,136493 +1,@WaldnerZack global warming isn't bs and trump knows it actually even though he won't admit it considering he got some 'upgrading' done one,995175 +1,RT @WIRED: “The hurricane is a naturally occurring hazard that is exacerbated by climate change.' https://t.co/N4qFOgEiZn,795492 +1,RT @NatGeoMag: We asked our #YourShot photographers to share their stories about climate change—take a look at the final images. https://t…,721851 +-1,RT @USFreedomArmy: Now we know the real reason for the climate change hysteria. Enlist with us at https://t.co/oSPeY3QMpH. Join our pa…,793233 +-1,@NBCNightlyNews @ritaloooc69 There is no climate change,676035 +1,"RT @deleteuracct: NEW @deleteuracct!!! + +Ep26 - Feeling the Heat + +@EricHolthaus on climate change and what we must do to survive it.… ",46859 +0,Free access (4 now--& ideal time to read) @jas_tw forum on climate change book by @ghoshamitav (w/commentary by him) https://t.co/KWxgLno1Bb,789175 +0,@CNN Trump adm: No climate change?,397847 +2,"RT Pummeled by drought and climate change, beloved Lake Tahoe in hot water https://t.co/QWiIufXld8 via @SFGate",244724 +2,RT @BillClintonTHOF: Australia PM adviser says climate change is 'UN-led ruse to establish new world order' https://t.co/nYWTFYC14l https:/…,489291 +2,More Americans worried about climate change today than ever before -- Gallup https://t.co/b48ZQyHMAf,161968 +0,"RT @jtlarsen: In other words, cable news can solve climate change, health care, with story selection and video. Cable news execs…",652917 +-1,@SenSanders No proof for climate change .,428511 +2,"RT @SafetyPinDaily: Experts to Trump: climate change threatens the US military | via @voxdotcom +https://t.co/ZvSOH9cnf0",76230 +1,RT @d18Olson: I am an #actuallivingscientist studying climate change recorded in tree ring isotopes and I #DressLikeAWoman https://t.co/dY…,231169 +2,RT @ClimateCentral: The 'next stage in climate change liability litigation' resembles the lawsuits that knocked down tobacco companies…,302892 +0,The very climate change theatricals have responded by lined up when they have installed wiggling mobile phones to claim a glass car.,562258 +0,RT @TheFunnyTeens: if global warming doesn't exist then why is club penguin shutting down,8334 +2,RT @FBC_News: PM holds talks with China’s top climate change negotiator - See more at: https://t.co/CFEvjaGyaY https://t.co/LjkzbYuVkL,584709 +1,RT @Frank_Schaeffer: Denying science the science of climate change is now an article of faith for white American evangelicals https://t.co/…,715792 +1,"Wanted: Ambitious #Indigenous scholar with an interest in #Indigenous knowledge & finding climate change solutions. + +https://t.co/iuH1Tar8SG",761335 +0,@_NiallMcCarthy @GA14Indivisible @rachelheldevans I don't think that's accurate. Many doubt man made climate change… https://t.co/uqR0g7tkqI,627678 +2,Wis. agency scrubs webpage to remove climate change https://t.co/RLezPNlQNI via @USATODAY,281864 +1,"RT @greenpeaceindia: INSPIRING! Meet the nine-year-old, Ridhima Pandey who is suing the Indian Government over climate change->>…",874458 +1,Idiots! “The House Science Committee just used global warming to… challenge global warming?” by @climateprogress https://t.co/MRmgxj2D7E,289794 +1,"RT @JeannieG40: Republican lawmakers/voters don't believe in climate change. You know... +sciency mumbo jumbo.",539999 +1,"Current AM A president is a Liberal voter. +Say no more. +Coal kills via pollution and permanent climate change. +Blac… https://t.co/X07o5wj1Gv",824511 +1,we literally have a president who says global warming was made up by china��oh my god this country and its leader take the cake on most drove,868642 +1,"RT @EricBoehlert: reminder: network evening newscasts this yr spent 125 mins on Clinton emails, 0 mins on climate change;…",560625 +1,RT @GStuedler: Cartoon: If the media covered climate change the way it covers Hillary's email https://t.co/gvWN4WUWS5,574965 +1,African cities must confront climate change https://t.co/lswAgGcZ0f,617695 +1,"FWAPism: Trump believes climate change is a hoax, saying, 'When you've seen one Earth, you've seen them all.'",758565 +1,@Astrochologist @lonezenwarrior @awestentatious trump denies global warming and doesn't acknowledge aerosol forcing... yet ...wait for it,825269 +1,RT @JohnZiegler2017: Handel doesn't support science or believe in climate change. #ossoff supports science & believes in climate change.…,480166 +2,Actus Mer/Sea News: Climate change study in Canada's HUDSON Bay thwarted by climate change - @ashifa_k @guardia... https://t.co/ILZTPQEMUJ,544617 +1,"RT @AdamBienkov: NHS privatisation, climate change conspiracies, gay discrimination & all the other posts taken down by Paul Nuttall. https…",785548 +1,RT @igggie1: Trump: 'Nobody really knows' if climate change is real @CNNPolitics https://t.co/GsxQO3G4zy #PutinPuppetAsPresident,122553 +1,RT @washingtonpost: Opinions: Another deadly consequence of climate change: The spread of dangerous diseases https://t.co/enXD0TYSzP,486452 +0,If anyone needs a respite from global warming come over to my parents' house,521656 +0,RT @starshiplimo: Al hawked global warming for a Nobel cause https://t.co/VbxvAPVNkm,537459 +0,Your WCW snap chatted the snow outside and said 'global warming',873363 +0,"China to Trump on 'climate change history' + +-not Chinese hoax. Regan and Bush uses to complain to China about man made climate change",151872 +-1,"@MMFlint Good. Man-made climate change is horseshit. It's all about money & control, always has been. #SnakeOilSales",255103 +1,"RT @billycadden: If you don't believe, it's time to climate change your mind. We did this. https://t.co/CrdWlJVfBx",364778 +0,RT @ilooklikelilbil: hey there delilah whats it like in a country that believes in climate change,791327 +2,RT @thehill: Trump admin buries EPA website designed to be kids' guide to climate change https://t.co/GlvGo8ZIKl https://t.co/EQW5um45Ic,981280 +1,RT @brhodes: A reminder that climate change is already causing grave humanitarian and national security risks https://t.co/WHX31e9k3r,878393 +1,RT @macksylvester27: Can't even fathom how/why people try to deny climate change it's not a controversial matter of opinion. ITS. SCIENCE.,559865 +1,RT @Fusion: Trump really needs to watch this film about climate change and national security: https://t.co/QW7VSiPxpb https://t.co/1TuH03io…,921056 +1,"RT @Kane_Sharon6: @Slate Emails and pussy grabbing were discussed at Debates. Nothing on climate change, SS and Medicare.",710719 +1,"RT @HillaryClinton: 'If you believe in science and that we have to act on climate change, then you have to vote!' —Hillary https://t.co/jfd…",460788 +1,And of course climate change looms over us all. Damnit. We got a F'd up system and the world we live on is dying AT THE SAME TIME.,468622 +1,@timesofindia why do fishermen always fish much beyond limits to catch fish? Must be global warming effect that has less fish :(,855852 +-1,RT @SteveSGoddard: The global warming is bad in Vermont on the first day of Spring https://t.co/EUSii18KPr,755424 +2,12 economic truths about climate change https://t.co/ZUy6B3vdhh https://t.co/iLBVIJ5c7u,236798 +0,"Despite fact-checking, zombie myths about climate change persist – Bake media! @HRH_Sir_Loin @mjgworldaware https://t.co/dy4UIVsiUa",339321 +0,"@thehill They don't 'believe' in global warming, either",538199 +1,"RT @NatGeoChannel: Watch #BeforeTheFlood right here, as @LeoDiCaprio travels the world to tackle climate change https://t.co/LkDehj3tNn htt…",259165 +0,@IvankaTrump I hear you were sent to climate change school! Love it that you and Melania could do something other t… https://t.co/OBDcJOhInq,21752 +1,"Now is the time to prepare for the health impacts of climate change. Ensure a healthy environment for all this #NPHW, #ClimateChangesHealth",65100 +0,@blissinminimal What is the book title? And what is the relation between global warming and the stars?,388573 +1,@billmckibben Whew! Good thing that global warming thing is made up! What? You mean that's what's causing all this?… https://t.co/EndCXF9ijg,110841 +1,RT @talentscope_aus: Green #architecture is inevitable if we are to fight climate change https://t.co/0GfkI3O4lx @YourStoryCo https://t.co/…,838456 +1,"The more ppl post about being worried about climate change now, the more I will post about going vegan for the environment bcuz it's true.",175052 +0,@Visiter And they say global warming's a bad thing. Soon we'll have a coral reef and clown fish..... or maybe just warm mud and grass.,876553 +1,"RT @OwenJones84: Meet the NHS-destroying, women's and LGBT rights-opposing, climate change-denying new leader of UKIP. My video: https://t.…",14914 +-1,@KlayBuckShotz climate change ain't nothin 🤐🤐,971789 +1,@SenSanders Overpopulation is the number one cause of climate change.,999535 +2," Trump taps climate change skeptic Scott Pruitt to Head EPA + +https://t.co/HgSLoiODDs via @ShipsandPorts",136101 +1,RT @SenSanders: We have a president-elect who doesn’t believe in climate change. That’s frightening for this country and the world.,512274 +1,"Corbyn saying he wouldn't be afraid to call Trump and tell him he's wrong on climate change. +Theresa May called Trump & told him he's wrong.",29100 +1,"RT @delmoi: Yeah, it's called global warming you dumb Republican bitch. + +(who supported climate denying Republicans for years.… ",242240 +2,RT @NYTScience: Trump has ignored climate change warnings from scientists and the government’s own research. Will he listen to CEOs? https:…,108805 +1,"Hey @GOP you want to say National Geographic is wrong on climate change? Accept it!! Please, for my grandson. TY https://t.co/QQb3XHRJWm",71373 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,92806 +1,RT @loletcetera: Do people know that stuff like this is a huge indicator of global warming? Lol https://t.co/FGdYx0w8wj,529011 +2,RT @Independent: The climate change lawsuit the Trump administration is desperate to stop going to trial https://t.co/pPuy2nZgmR,102299 +1,RT @UNGeneva: This interactive map looks at impact of climate change on food security https://t.co/Ja4yEFHaK5 via @WFP https://t.co/gBfdbC…,489760 +2,RT @guardian: Paris climate change agreement enters into force https://t.co/xawZnfPfjT,415638 +1,RT @HillaryForGA: From climate change to immigration reform—we need the help of Democrats at every level to solve our most complex pr…,517753 +2,Teens suing U.S. over climate change ask for Exxon's 'Wayne Tracker' emails | Reuters #SmartNews https://t.co/f0yD5rIXZo,27464 +2,White House dodges questions on #Trump's #climate change beliefs: CBS News https://t.co/8mU7DbAih2 #environment,709025 +1,Christians who deny climate change: Check Deut. 32:22 Hell is expanding https://t.co/ojQWRth3pP #GlobalWarming #HellExpanding #science,59091 +1,RT @RepBarbaraLee: Scott Pruitt’s confirmation shows once again that Republicans will deny climate change & protect the interests of Big Oi…,22931 +2,RT @SierraClub: EPA head Scott Pruitt may have broken integrity rules by denying climate change (via @mashable) https://t.co/ZIJpyKRQjU,850551 +1,@mikerugnetta How to address climate change with skeptics.,85424 +1,RT @ClimateCentral: Here are all 53 times Trump tweeted climate change is fake because it's cold outside https://t.co/Mm4P3Vopu2 via…,115711 +1,"RT @NatGeoChannel: Watch #BeforeTheFlood right here, as @LeoDiCaprio travels the world to tackle climate change https://t.co/LkDehj3tNn htt…",555359 +0,National Geographic's climate change doc with DiCaprio is on YouTube https://t.co/xJHabX2CUv,625677 +1,RT @6esm: 7 foods that could go extinct thanks to climate change https://t.co/s19Qwgdn6X via @BI_RetailNews - #climatechange,458997 +1,RT @CNN: No snow where there should be. Bleached anemones. Cracks in the ice. This is what climate change looks like:…,372967 +2,Kids are taking the feds -- and possibly Trump -- to court over climate change: '[His] actions will place the yout… https://t.co/0lXBSeZcJi,370386 +2,"RT @fergushunter: Kristina Photios, wife of Liberal Party powerbroker, quits over lack of action on climate change https://t.co/KxtTNYTzRY…",357101 +2,RT @AP_Politics: The White House talking points on climate change challenged the facts. AP reporters examine some of the claims: https://t.…,946215 +0,"RT @NextCityOrg: 'Whether we know what’s causing it or not, we are seeing climate change, and people aren’t arguing that anymore.' https://…",738568 +1,"Facts matter, and on climate change, Trump's picks get them wrong https://t.co/GVe0EUrwuR",640772 +1,"RT @rweingarten: .@BetsyDeVosED admits climate change, but still supports #ParisAgreementPullOut? This!directly hurts kid's futures. https:…",145148 +1,RT @SenSanders: We have a president-elect who doesn't believe in climate change. Millions of people are going to have to say: Mr. T…,357647 +1,RT @climatehawk1: Past disasters reveal terrifying future of #climate change: @simonworrall @natgeo https://t.co/AVrG66hY8E…,181117 +1,"Writing about climate change: my professional detachment has finally turned to panic + +https://t.co/wKqZ14CduI",123764 +0,If global warming was real then how are polar bears still building igloos and shit?,453020 +1,RT @libshipwreck: We should really start naming hurricanes after oil companies and politicians who pretend that climate change isn't real.,392519 +2,Wisconsin’s Department of Natural Resources site no longer says humans cause climate change – The Verge https://t.co/EqwKe7Aml0 #wtf #spot…,267893 +1,News from HBR The business world recognizes the tremendous threat of climate change. They need to make that perspe… https://t.co/7J8LDdmFvO,568916 +1,@Baker_Rules @fpizarro @AltNatParkSer Your world is too small.Scientists worldwide have substantiated climate change.,61247 +0,RT @enigmaticpapi: If global warming isn't real then explain why Club Penguin is being shut down https://t.co/w4rnMna7Bw,212325 +2,Koalas don't like water but they're being 'driven to drink' by climate change https://t.co/cS4CVXrKr4,160230 +0,RT @BobBurtonoz: Ex-Australian PM on #coal #tobacco and #climate change denial https://t.co/WZ5j76kKk8,992498 +1,Trump’s election marks the end of any serious hope of limiting climate change to 2 degrees https://t.co/E9u546Mhit,593103 +0,@LordChvrlie global warming. https://t.co/RKAVRSPUMd,188948 +1,"RT @FastCompany: Fighting climate change means building dense, diverse, walkable cities https://t.co/GAvjT3A2ML https://t.co/9BoFgfDEDA",10873 +0,RT @jonathanvswan: 'We will cancel billions of dollars of global warming payments to the United Nations. We don't even know what they do wi…,466031 +1,With the crisis of climate change comes incredible opportunity. We can revitalize economy with jobs in renewable energy and infrastructure.,631688 +1,@pho3nixk Truue. But what if the effects of global warming on the system are not negligible and cause the equilibrium constant to change ����,51141 +-1,"@marklevinshow @FranMFarber @CR A scam ideology just like 'climate change.'Its A Con, Power&Corruption byCorruption&Power is their end game!",948375 +1,@KeithOlbermann One conspiracy I believe in is the US media neglect of climate change during endless campaign to the bottom. We R Screwed.,745929 +1,Humans aren’t just driving climate change — we’re also making our oceans more acidic. That’s a big deal… https://t.co/elLHEGNSxI,22245 +-1,"RT @Martin_Durkin: Wonderful Trump appoints the charming, clever, sane Myron Ebell to take on the global warming charlatans. Hurrah!!! http…",577342 +1,"RT @kelkulus: Irony: Florida, a state in danger of being washed away due to rising sea levels, just elected a guy who denies climate change…",520157 +0,RT @ThomasWictor: Multiple scientists and institutions have been caught lying about climate change. https://t.co/JxYDYB80TS,876297 +1,"RT @punkdive93: Lol when North Korea cares more about climate change than you, you might be a Trump voter. #realtime #hbo #resist #msnbc #l…",73156 +1,"RT @SFBaykeeper: The #TrumpBudget would slash @EPA funding by 30%, worsening pollution & climate change #SFBayNeedsEPA https://t.co/Q0cAqX…",209145 +1,"RT @azitaraji: Two things pose biggest threat to US national security: nuclear war & climate change. And Trump is aiding them. +https://t.co…",278865 +1,"@washingtonpost @IvankaTrump also was supposed to be for climate change, clean air,water & land plus women's rights… https://t.co/27OZDzSCv8",547970 +2,Evidence disproving tropical 'thermostat' theory: global warming can breach limits for life https://t.co/k9MHkUgdUO via @physorg_com,553713 +2,CNN: The Centers for Disease Control postponed climate change summit ahead of President Donald Trump's inauguration https://t.co/JMFw0vkP4S,946248 +1,RT @pradeepk333: Papua New Guinea and UNDP come together to build climate change resilience | UNDP's Climate Change Adaptation Portal https…,524794 +1,RT @2footshaft: @jakemfc1990 @Brett73 @LilianGreenwood Didn't even put it in the recycling bin. 7 year old climate change denier.,687511 +0,RT @StephenMangan: Please don't worry about climate change. Congressman Tim Wahlberg has a plan. https://t.co/51o2KEXZDy (via @JeffreyKla…,952660 +0,RT @AylinSerce_: This iceberg's parents melted.. now he fights global warming. https://t.co/b4UW1mHg2J,438340 +-1,"@thehill global warming, climate change, they change the name to fit the agenda, total bullshit.",563806 +2,RT @WorldfNature: Donald Trump's budget director calls efforts to combat climate change 'waste of money' - The Independent…,409110 +2,RT @Captsully: A new study shows air turbulence will drastically increase later this century due to climate change. https://t.co/t9FS5AAihr,640952 +1,"Retweeted Bernie Sanders (@SenSanders): + +We have a president-elect who doesn't believe in climate change.... https://t.co/lt104Ysnyd",760750 +-1,David the only climate change going around is massive corruption oppression and tyranny Melt the Artic🔥 then The hell with it,757513 +1,RT @mattyglesias: There is a vast range of reasonable views one can have about the appropriate response to climate change but ¯\_(ツ)_/¯ is…,527541 +1,#Climate4Impact usecase: #Impacts of #climate change on #crop #yields in the #tropics https://t.co/JmbeUj1SV6,751932 +-1,"RT @GMBnumba2: Obama could've spent the $678mil that he spent on climate change models, on things like helping inner city communities.",629228 +1,"RT @baltimoresun: .@LarryHogan: Now more than ever, we need fact-based, nonpartisan collaboration to fight climate change…",544400 +2,Global climate change action 'unstoppable' despite Trump - U.N.'s Ban https://t.co/5shXUUPvCW,908414 +1,RT @ArsalanISF: Foreign Media @AlJazeera report on #BillionTreeTsunami. KPK planting 1B trees to combat climate change! https://t.co/R4SCIG…,738840 +1,RT @AndreaDemonakos: Petition to stop a climate change denier from running the Environmental Protection Agency: https://t.co/2Nqj8M08L2,993546 +0,@realDonaldTrump Looked at a USA picture of global warming recently. Caused by the planes spraying chemicals? I rea… https://t.co/IbPfzBy9FC,314654 +2,Trump signs order undoing Obama climate change policies https://t.co/qkk8qwfjDT,213099 +1,"RT @kalpenn: And yet the State of Texas still says, 'The science of global warming is far from settled.' �� Stay safe down there…",604895 +-1,"RT @BittrScrptReadr: On a day of total humanitarian horror, Bernie Sanders is tweeting about... climate change and Wall Street. + +Hootie has…",725893 +2,What vanishing bees tell us about climate change https://t.co/fCSLr07cmX via @WGNOtv,926544 +1,RT @Fusion: America is about to become the only country in the world with a leader who doesn’t think global warming is real.…,544952 +-1,"@X_USAF_E7 @SenSanders @MatthewModine When it's cold, it's global warming. When it's hot, it's global warming. #liars",748190 +1,"RT @TheDemocrats: Meanwhile, Senate Republicans are lobbing softball questions at Trump's climate change denying EPA nominee. https://t.co/…",842602 +-1,"RT @AdolfBiden: Dumbass liberals claim to believe 'climate change' is going to cause the seas to rise, yet they all own beach house…",724815 +1,RT @andrewsuleh: Universal Health coverage is like climate change everyone has a role to play though https://t.co/xDcWLBY2t5,562993 +1,RT @RebootDNC: .SenSanders: We have a president-elect who doesn’t believe in climate change. That’s frightening for this country and the wo…,205593 +1,Rising conservative voices call for climate change action https://t.co/7MqRpJzwUA via @YouTube,779874 +0,@bdomenech Looks like somebody forgot about climate change.,601985 +2,"RT @thehill: GE CEO vows to ignore Trump, continue to fight climate change: https://t.co/Atvj5p0Wta https://t.co/pZPUaiJNam",600946 +2,RT @altusda: Recent research suggests climate change may boost toxic mercury levels in sea life https://t.co/bkyPdxMGC4 #science #climatech…,830534 +1,RT @KenyaCIC: clear evidence of climate change join the movement #CLP17 let's make a change @SustainAfri @ClimateLaunch…,105556 +0,RT @ImLeslieChow: if global warming isn't real why did club penguin shut down,512271 +2,Review of migration and resettlement in Bangladesh: effects of climate change and its impact on gender roles https://t.co/1NwBqdLNYs,86072 +1,RT @forachelP: Germany's dirty climate secret: Their stagnant emissions show renewables are alone not enough to beat global warming https:/…,198901 +1,"@projectARCC @eiratansey climate change making organic artifacts disappear +https://t.co/PoNzCL3SRG",44299 +0,RT @LCHSDowning: Writing 'mr downing do you even read this' in your climate change persuasive paper is not proper APA style. Full name with…,750296 +2,EPA chief unconvinced on CO2 link to global warming https://t.co/s1E7mlOczy,618252 +1,RT @Grime_Me: https://t.co/Uq6O4XQk4w powerful video about global warming... #LeoDicaprio,647711 +1,RT @c40cities: Mayor of Cape Town @PatriciaDeLille is a model leader fighting climate change: https://t.co/0dv5b96NDP…,102085 +1,RT @SenSanders: We have a president-elect who doesn't believe in climate change. Millions of people are going to have to say: Mr. T…,739155 +1,RT @borealsongbird: Exciting talk about protected areas as solutions for climate change with @DavietFlorence and @Bird_Wells! #2017parks ht…,445815 +1,Pointing to several scientific studies which found evidence that climate change was likely driving up... https://t.co/mfjLjfrnfp,980974 +1,RT @ClimateChangRR: Top climate change @rightrelevance experts (https://t.co/cYQqU0F9KU) to follow https://t.co/J7tjWrKpYP,478277 +0,but with global warming perhaps we can't not afford it?,932465 +1,our president doesnt believe in global warming tho ������ https://t.co/BCSeteX8bK,827225 +1,Because global warming is a real threat! https://t.co/H8Zn1f3SSJ,554834 +0,@UnacceptableOne not unrelated but specifically re: climate change.,958686 +0,"RT @peterbakernyt: Message on climate change? “We’re not spending money on that anymore,” Mulvaney says. 'We consider that a waste.'",932957 +1,"No offense to a good meme, but could y'all chill on the whole #covfefe thing to talk about, you know, the whole climate change business.",248138 +2,Ancient methane ‘burp’ points to climate change 110 million years ago https://t.co/abgirnoQgh,551629 +0,@washingtonpost Much easier to concentrate on global warming.,496294 +0,sorry for the global warming y'all i cannot help that i'm so dam hot oop ;((,26478 +1,What factors drive global warming? Greenhouse gases! @NASA says... https://t.co/bT5BfAe8bY #globalwarming #climatechange,981022 +2,"RT @DrSimEvans: These 164 countries all have climate change laws + +https://t.co/5yPj4KoLUC https://t.co/j8gwjuEiF9",982687 +1,Scott Pruitt: climate change denier and bedfellow of polluter lobbyists. Reject his nomination as EPA administrator https://t.co/9aGLCVOiXI,956795 +1,"RT @altUSEPA: A pol'n claims that anthropogenic climate change is 'fake news' but environment does not hear him. Nor must we. +https://t.co…",560333 +1,RT @Salon: Donald Trump says “nobody really knows” if climate change is real. We beg to differ https://t.co/8XhGmGQWoh,382496 +-1,"RT @MarkYoungTruth: Wow, now Hillary is blaming the DNC? It's only a matter of time before she blames global warming and Bigfoot. Dems…",936998 +1,You are invited to a creative discussion on climate change. Tonight! https://t.co/DDI9J0CCB2,876600 +1,@JerryBrownGov at #CEM8. Government is still a super power that should have consensus of climate change. Subnationa… https://t.co/rJ7PoKaOby,816287 +-1,"RT @SteveSGoddard: If you can read this post and still be a believer in the global warming scam, then you are an idiot.…",628024 +1,RT @sdclimateaction: 'Use community choice energy as a vehicle to improve the resilience of communities hardest hit by climate change'…,679618 +2,"Tackling climate change will boost economic growth, OECD says https://t.co/t4TZWwc6qr",291460 +1,RT @Karahpreiss: @joshfoxfilm explaining the 'ethical core of the climate change movement' Today the movement prevails! #NoDAPL https://t.c…,836605 +1,Will Paris deal tackle climate change? Some of the most positive facts I've seen of late. Excellent ‼ï¸📈♻ï¸ðŸŒ🔋 https://t.co/REtNWrGrWA,860283 +1,RT @inhabitat: Meet the 16-year-old who sued the US government over climate change https://t.co/j6DB1I4Ezb https://t.co/vFUiWDAxEM,514507 +1,The effects of climate change do not know party affiliation/age/sex/nationality... Look out for the planet's future https://t.co/LO6vgk3vj8,435961 +2,RT @TheEconomist: Scientists are attempting to accelerate evolution to save coral reefs from climate change https://t.co/KYUF2xoZti,490098 +2,RT @PopSci: Kids now have the right to sue the government over climate change https://t.co/N34s2EphLI https://t.co/W3wxhICSRy,578857 +0,"RT @AgiwaldW: Are the effects of global warming really that Bad? +#climate #Science ��Stocktrek Images +https://t.co/XH4vy1CukU https://t.co/9…",17615 +0,RT @k_ibrahim15: @Relatabletxtes The titanic wouldn't sink in 2016 there would be no iceberg in due to climate change and global warming.,34123 +1,RT @SenSanders: The American people know climate change is real and a threat to our planet. That’s why they want to aggressively move to su…,522904 +1,"Trees reduce air temperature ground-level ozone, which contributes to greenhouse gas creation & global warming",93317 +1,"RT @yer_blues: Flat earthers, fake moon landers, climate change deniers, all lives matter, and @realDonaldTrump supporters all fal… ",407416 +1,"RT @SarcasticRover: Happy #EarthDay humans! + +I got you a present, but it was climate change and then I remembered you make your own. https…",180746 +1,@JolyonMaugham @montie Trump & Brexiters = the false promise of doing away with a major fear/inconvenience: climate change deniers 1 & all.,546690 +-1,"INCONVENIENT DATA? Whistle blower says NOAA scientist cooked climate change books, if you know what i mean",514627 +0,@TheRebelTV @SheilaGunnReid Wikipedia 74% of Canadians see climate change as a threat https://t.co/YYcLgm54nB so throw out that many voters?,682855 +1,RT @BernieSanders: 'The concept of global warming was created by and for the Chinese in order to make U.S. manufacturing non-competiti…,873008 +-1,"The thing is that I'm not going to deny climate change, but I will ask if we are to blame for climate change.",530853 +1,RT @PopSci: How we know that climate change is happening—and that humans are causing it https://t.co/ndhEHbuHXy https://t.co/GDGoPcw5CX,689068 +2,U.S. EPA chief unconvinced on CO2 link to global warming #ChainFeedsDotCom https://t.co/1MPLPWvNYt,320479 +1,Baptcare has become a TAKE2 founding partner to help fight global warming https://t.co/pVByayTFW4 #TAKE@forVic #baptcarecommunity,708782 +1,Sick and tired of hearing 'climate change isn't real' like Have you noticed unusual weather patterns through the clouds of smog? ��,958082 +0,"Seems like good news from an efficiency / global warming perspective. Less so if, to you, single-family home = Amer… https://t.co/0DHrT6gyyc",648476 +2,"New York, other states challenge Trump over climate change regulation https://t.co/wmosKrWlfQ https://t.co/1LyTjTDMWI",19456 +1,Potent discussions on climate change by columnists from The Philippine Daily Inquirer; thank you PDI! #INQBootCamp… https://t.co/sIitafkEar,447956 +1,@NYTScience @nytimes these old fat white fucks know they won't live to see the worst of climate change. To stupid to give a shit.,89095 +1,RT @haarleyquin: leo dicaprio is doing more for the environment than that nazi's president who doesnt believe in climate change...do…,91854 +1,@EPAScottPruitt Restore the climate change data to the EPA website. All of it. We paid for that data. It is not yours to swipe. @NRDC,781539 +0,RT @edking_CH: Twitter profile of potential #Trump environment chief @myronebell says he's '#1 enemy of climate change alarmism' https://t.…,664220 +1,"EPA chief doesn't think carbon dioxide is main cause of global warming and... wait, what!? https://t.co/cyz3mC51Qg via @mashable",629262 +1,RT @taylorcunning9: Annual reminder that cold weather doesn't negate the reality of climate change. Also stop saying global warming; it's a…,227650 +0,@SunsaraTaylor @Llyw Have you studied the effects of flag burning on global warming ? Asking for a friend,556948 +0,@BBCLookNorth So the council bang on about climate change and then allow this.,271250 +2,"RT @naretevduorp: In executive order, Trump to dramatically change US approach to climate change +https://t.co/fJAzpfiiB5",4744 +1,RT @SenSanders: We have a president-elect who doesn't believe in climate change. Millions of people are going to have to say: Mr. T…,411400 +-1,RT @sdmeaney: @DailyCaller The Don & Vlad skipping out on the climate change meeting to talk about ISIS and other more important issues,754740 +1,"RT @BadAstronomer: HOLY CRAP. + +Trump wants to dismantle NASA’s climate change research. + +This is a disaster. + +https://t.co/CEunFEH3NB https…",41214 +1,RT @lucretiaholcomb: How we know that climate change is happening?and that humans are causing it https://t.co/aIDFzVjRZx,826060 +2,"RT @CBCAlerts: Beavers move toward Arctic coastline in sign of climate change, causing trouble with Inuvialuit fishing spots: https://t.co/…",479408 +-1,"Think most people agree global warming is a problem, however not a man made one. Mans contribution only a single vo… https://t.co/dVeBmFVIri",415640 +1,RT @rolandscahill: Maybe Barron Trump will start crying about climate change and someone in the Trump family will give a shit,102249 +0,RT @DonDadaLipz: Would you bare back a polar bear to stop global warming?,991480 +2,"Depression, anxiety, PTSD: The mental impact of climate change https://t.co/prBSQJwDb4 https://t.co/NWfJagGw2N",644119 +1,RT @SethMacFarlane: HRC proposes installing half a billion solar panels by the end of her first term. Trump thinks climate change is a hoax…,248387 +1,RT @DenisNaughten: My message to my colleagues at Cabinet today is that tackling climate change needs a concerted whole of Government…,818809 +1,"RT @HarvardEnvHlth: 'climate change...is already harming health, & is solvable if we act soon.' #EnvironmentalistPapers No. 3 https://t.co/…",956128 +1,RT @SenSanders: We have a president-elect who doesn't believe in climate change. Millions of people are going to have to say: Mr. T…,173300 +1,"RT @C_Stroop: I hear the weather in Alt-Factistan is lovely this time of year. After all, there's no climate change there. And on…",56430 +1,"RT @RHarrabin: Whale's shocking level of #PCBs. They were claimed safe - like asbestos, lead, and - some say - climate change. https://t.co…",825444 +2,China and India warn Trump against abandoning Paris climate change deal https://t.co/Rq4gxftZ6v,421955 +0,@milesobrien It's going to be getting pretty hot for sitting in that can...Oscar may be the first climate change refugee who is a Muppet.,902337 +2,"RT @CllrBSilvester: Retweeted Mike Allen (@AMike4761): + +Australia PM adviser says climate change is 'UN-led ruse to establish new... https:…",742695 +2,RT @ZaibatsuNews: Trump’s defense secretary James Mattis says climate change is real — and a national security threat…,81367 +-1,RT @jr7jc: At least 5 ice ages were ended by global warming when no humans or SUVs were present to cause global warming…,700077 +1,"RT @skepticscience: If it weren't real, it might read like a dark climate change comedy. + +President-elect Donald J Trump is expected... ht…",356655 +2,"RT @regan_fleisher: âš¡ï¸ “What Trump's presidency could mean for climate changeâ€ + +https://t.co/DLweeJywEt",32492 +1,"Human rights, climate change, supply chain, business ethics, CG: most important engagement issues for Swiss investo… https://t.co/jAY8akxikq",231056 +1,RT @peachoveraIls: shoot your shot before the world ends because of global warming,681131 +-1,"RT @SteveSGoddard: Sad news : The #fakenews @guardian says global warming killed us all two years ago. +https://t.co/cCM8rELMn0 https://t.co…",238062 +1,@TheEconomist Must be those global warming regulations Trump trashed! See! He's already killing the planet! Michael Moore was right! ��,275460 +1,@Trepedition To late and remember how long the U.S. denied climate change.,358629 +1,"@TedeumLaudemus @KarenMessier The Earth would be heading for an ice age, but global warming driven by humans have n… https://t.co/epIdWlv2q6",702574 +-1,RT @CStamper_: Dems' 2018 strategy: promise people they'll solve climate change by making everyone poor. Sounds like a real winner. https:/…,2566 +2,cnnbrk: India hits back at Trump in war of words over climate change https://t.co/fJSAMQQp3G,107647 +1,RT @Cecii_Monge: y'all need to pls stand outside rn and tell me climate change isn't real,199816 +1,"Pruitt doesn't need to believe carbon gases contribute to global warming- it is still a fact. #Iliketobreath +https://t.co/bFdsItl4jy",628899 +1,RT @HxppyAlien: 'I don't believe in global warming' is a horrible excuse to not take care of the home we share https://t.co/vSf5TDcZZB,497433 +0,"@Itaniklas snuggles u. Depression, random mood swings, global warming",97861 +0,@JayKraft Blamed global warming for the World SEries rain delay.,574591 +2,Norway’s $950 billion wealth fund commissions research on climate change | News Rows https://t.co/4X3Y50Ni20,581913 +0,"Gold's gone, many other minerals almost gone, we've restricted ~1/2 of sought import hardwoods and China's now planting for climate change.",364120 +1,RT @TaylourPaige: You elected a president that believes climate change is a hoax veered by the Chinese government.,895141 +1,RT @democracynow: .@NaomiAKlein: A lot of journalists 'don't want to politicize a human catastrophe by talking about climate change'…,943302 +2,RT @jilevin: It’s about climate: S-Town gets serious about the personal ramifications of climate change https://t.co/11E8h9zzpw https://t.c…,814900 +0,RT @chantalthomas9: @ChelseaClinton How about the amount of poison put in our food and rise of diabetes SMDH Everyone knows global warming…,685891 +1,RT @altusda: Stephen Colbert skewers EPA chief Scott Pruitt's climate change theory https://t.co/nqDo7WeGDF #climatechangeisreal #sciencema…,801252 +1,RT @JoshDorner: Noted climate change expert Donald Trump told mayor of island literally being swallowed by the Chesapeake not to wo…,621530 +1,RT @SOMEXlCAN: Listening to Barack Obama discuss climate change will make you miss common sense (and then cry) https://t.co/Edo9dixuzQ,779682 +1,RT @Cinderty: I was excited about tuition reform. I was excited about minimum wage raise. I was excited about real climate change policy. I…,987340 +1,RT @GlobalEcoGuy: I'm proud to announce @calacademy will become first major museum to commit to the Paris Accords on climate change. https…,835719 +2,RT @ClimateChangRR: Charles calls for global warming to be on TV weather forecasts https://t.co/QNdFXNJ93Y https://t.co/QcprPSOh0V,174046 +0,@ZACHATTACK15782 @trashyvinny Exactly how did religion cause global warming you fucking idiot?,296828 +2,ScienceNews: CO₂ released from warming soils could make climate change even worse than thought. https://t.co/KaaQzklXJC,806888 +1,"@CNN Just like California is countering trump in climate change, Dem Senators need to visit Europe and counter trum… https://t.co/3DPDNMWIOQ",920743 +0,"RT @studenthumours: Dear Icebergs, Sorry to hear about global warming, Karma is a bitch, Sincerely, The Titanic.",409771 +1,"Act now before entire species are lost to global warming, say scientists https://t.co/xpu7YpfKzA",846808 +2,RT @UNEP: South Sudan launches United Nations climate change framework. Read more: https://t.co/L7oKlQBHsR https://t.co/rdGr46cw72,334084 +1,"@RelianceFreshIN +#ChhotiSiAchhai +A3) Plant a tree to stop global warming",163875 +2,RT @emsaurios: Idaho lawmakers strip climate change references from new K-12 science standards https://t.co/MXkEIglT4i,828388 +1,"RT @LastWeekTonight: If you don’t believe man-made global warming is a a silly issue, give to the Natural Resources Defense Council (https:…",52250 +1,RT @mongabay: [2 years ago] Can we stop runaway global warming? ‘All we need is the will to change’: https://t.co/nWSjsf1EnZ https://t.co/J…,233753 +1,RT @speechboy71: Doug Heye confirms that Republicans don't talk about climate change because they resent liberals talking about it https://…,668383 +1,These floods are just the beginning of climate change.,138648 +1,"Standing Rock, climate change, bees becoming endangered, political corruption, & ppl still would rather watch the Kardashians and be sheep.ðŸ‘",838106 +1,"In this day and age of climate change-denying presidents, lack of healthcare, and anti-vaxxers, it’s easy to get... https://t.co/FFocTdCJIb",709243 +1,RT @TravelDudes: Q4) via @SonjaSwissLife: What types of travel activities do you believe contribute the most to climate change? Give exampl…,869143 +2,"RT @UNEP: Scientists find that for the first time on record, human-caused climate change has rerouted an entire river. Read:…",936211 +-1,@MarieAnnUK @MisterCS @AlwaysDonella watch my pinned tweet. Educate yourself. Catastrophic global warming theory is mince.,103547 +-1,@Reince @POTUS Will President Trump be able to destroy the global warming myth & make the whole world great again?,932153 +0,"RT @nhbaptiste: Since it's coming up again because of Irma, here's what we know about the link between climate change & hurricanes https://…",732641 +2,RT @BostonGlobe: A Wheaton College alumnus was killed while walking across the country to raise awareness about climate change…,664114 +1,RT @TheDickCavett: Expert scientists say no one with half a brain would question climate change. Isn't it that only those WITH half a brain…,124935 +1,Peary caribou are designated as 'threatened' with climate change contributing to their decline ���� fact 127/150… https://t.co/2Dlgn1lE3R,923556 +1,RT @altNOAA: The spouses of the G20 leaders toured a climate change center in Hamburg today. Someone was missing (Melania). Claimed protest…,93697 +0,RT @laurenduca: People who think there is a legitimate climate change debate mostly mean this https://t.co/7EQuqHVZzk,994476 +1,"RT @NatGeoChannel: Watch #BeforeTheFlood right here, as @LeoDiCaprio travels the world to tackle climate change https://t.co/LkDehj3tNn htt…",989298 +2,Gov. Jerry Brown calls Trump energy plan a 'colossal mistake' that will galvanize climate change activists https://t.co/GnWwHsBoya,664121 +1,RT @ClimateGuardia: Arctic ice melt could trigger uncontrollable climate change at global level (The risk is obvious. #ClimateEmergency) ht…,416813 +1,RT @KAUST_News: Learn about R&D at KAUST aimed at finding climate change solutions. See full video > https://t.co/Y2C0mhTJct…,150051 +1,RT @hallaboutafrica: 2016 hottest year on record due to global warming says World Meteorological Org. Rising sea levels threaten Mauriti…,543885 +2,"Federal scientist cooked climate change books +https://t.co/PpxlDiF8Hv",544443 +2,RT @JuddLegum: Trump transition targeting Energy department staff who believe in climate change https://t.co/wxN0KpYrI0 (via…,694843 +1,About that time conservatives might start to accept the scientific method and climate change. https://t.co/lP7Ux88Qtt,141314 +2,Leaked government report points to the dire impact of climate change on US: https://t.co/qLiTfsW72P https://t.co/JhQZlfBaod,936512 +1,"RT @NYTScience: Short answers to hard questions about climate change, updated for 2017 https://t.co/BVAg1IrTjl",839351 +1,Leave no one behind. Prioritize the furthest behind first' - @MaryRobinsonCtr on social justice and climate change. https://t.co/rii9Kx8zvO,541084 +2,RT @CBCNews: How will Toronto weather the storms of climate change? https://t.co/gpNOKMIhBC https://t.co/PfnQ1GHs9I,426345 +1,RT @GreenpeaceNZ: 'We're the last generation that can stop climate change.' Rise up. End oil. https://t.co/ZEDpAHKdsP,299418 +1,A simple question all climate change deniers must answer. What if your wrong. https://t.co/7U8Fd2mQoQ #auspol #climatechange,557325 +0,@paulbloomatyale @R_Kri5hna @peterboghossian helllo internet. did you know we have to fix global warming?,598861 +2,RT @david_joffe: The Scottish Govt has proposed a 2050 target for a 90% emissions reduction vs 1990 for the new climate change bill https:/…,654854 +1,RT @fakemikemulloy: Now we have to raise funds to fight climate change ourselves because the government is run by cartoon villains.,348102 +1,"2016: the year climate change came home: During the hottest year on record, Karl Mathiesen travelled to Tasmania… https://t.co/BGSX7aWMXY",630348 +1,Stop watching trash ass shows like 13 reasons why and watch Bill Nye's new show on climate change!!!,270950 +1,RT @MetOffice_Sci: Indicators of climate change like precipitation & land temp show how our climate is changing #BSW17 @ScienceWeekUK…,456835 +2,"Freezing in record lows? You may doubt global warming, says scientist https://t.co/6NhFsMQfAm",684315 +1,RT @SenWhitehouse: .@POTUS needn't look further than his own Mar-A-Lago resort to understand how climate change will affect our oceans http…,610360 +-1,RT @brobert545: @AnnCoulter #MichaelCreighton addressed #environmental zealots. They have replaced religion with #climate change https://t.…,330798 +1,RT @sciam: Here are 8 ways climate change puts your safety at risk https://t.co/syDjKBGEu5 https://t.co/P8Rin49hpe,471672 +1,#AdoftheDay: Al Gore's stirring new climate change #ad calls on world leaders. https://t.co/SH8YLU8qh4 https://t.co/vnO76EM4ZG,74245 +1,"RT @WarMachine_2017: Thanks to global warming, Antarctica is starting to turn green + +#ClimateChangeIsReal + +#Resist + +https://t.co/BuceUUDJ…",170027 +-1,RT @PrisonPlanet: A bunch of Oxford elitists want to tax the food of poor people because 'climate change'. How about fuck off instead? http…,326395 +1,RT @JayMontanaa300: 84 degrees in Atlanta......in November..........do you still believe that global warming is not happening???,168438 +2,Testing the myth that global warming is leveling off https://t.co/kJbNWttotU https://t.co/kG0Qy5uIoY,219818 +1,Fitting that on this Election Day it'll be 92 degrees in November and one of the candidates thinks climate change is a made up Chinese hoax.,919141 +1,RT @OMGno2trump: Another Trump troll. You know know they're a Trump/GOP voter when they deny climate change but blame immigrants fo…,841666 +-1,RT @AnnCoulter: New study: Whole galaxies nearby are dying off. So global warming a lot worse than we thought!,835074 +0,"@JimHagedornMN Cute. Jim, what would you do to support the fight against climate change?",388541 +1,RT @froggings: me thinking about global warming: the human race is #fucked,824785 +1,@ScottPruittOK @EPAScottPruitt can you explain why carbon dioxide is not a factor of global warming despite countless scientific research?,622599 +1,"This is even articulated in the ad when the climate change denier says 'you seem like you'd hear me out', thus so ending any discussion",611586 +2,RT @wef: Flights are getting bumpier. Here’s why scientists are blaming #climate change https://t.co/T4RrxneCkH https://t.co/w5ChVjBPmE,209366 +1,"Why yes, Mr. Businessman. I totally value your opinions on climate change more than those of the scientists who actively study it.",159667 +-1,"RT @LarrySchweikart: Bravo Rick Perry, who told Energy Dep. not to use 'climate change' or 'Paris Agreement' in memos!",829992 +1,"RT @NatGeoChannel: Watch #BeforeTheFlood right here, as @LeoDiCaprio travels the world to tackle climate change https://t.co/LkDehj3tNn htt…",149819 +1,RT @SenSanders: Our job today: make sure lives are saved in Houston. Our job tomorrow: understand the role that climate change has played i…,50442 +1,@thefutureyousee @OurLabrador @TorbayToday I'm meh on a carbon tax unless it goes towards climate change initiative… https://t.co/yZoelHqiqs,721808 +1,"RT @alicebell: We don't need a 'war’ on climate change, we need a revolution https://t.co/CUuE2mQEL6",854048 +1,RT @WILifemagazine: Our first issue of the new year is out. Cover art celebrating the @WomensInstitute #showthelove climate change camp…,256204 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,197068 +2,RT @insideclimate: Gov. Jerry Brown warns Trump that California won't back down on climate change https://t.co/CO0p9PU3Fd,665275 +1,RT @MichaelChongMP: Strange for conservatives to argue for regulation as a way to fight climate change – we should be embracing market mech…,255161 +1,"@CrayKain but Rockport, Corpus, Beaumont - all those area are deep, deep red, and definitely climate change denying",386747 +1,"RT @SenDuckworth: Today, I joined members of the @ELPCenter to talk about the critical need to combat climate change and support clea…",962949 +1,i wonder if trump believes in climate change now,156546 +1,RT @SeedMob: 15 hottest places in the WORLD today are in NSW. @TurnbullMalcolm just wondering if you think climate change is a funny #Heatw…,307348 +1,"RT @schimmbo: There is a significant lack of understanding about the links between livestock & climate change among the public, an awarenes…",387782 +1,"RT @p_hannam: Good news, so long as you ignore the climate change warnings inf the article, and don't mind losing the Great Barri…",688770 +2,The most effective individual steps to tackle climate change aren't being discussed https://t.co/FEBA5250pC,986798 +1,RT @SabraNoordeen: I believe climate change has to be an election issue. A low carbon political manifesto that political parties can use #S…,290514 +2,RT @mimizelman: RFK Jr. issues warning about Trump's climate change policies @CNNPolitics https://t.co/HQJuALapf1,671628 +2,Role of terrestrial biosphere in counteracting climate change may have been underestimated https://t.co/56FgbL7yye #onmedic #science,567821 +1,"I don't blame any on e generation shits been snow balling for generations, climate change may stop those things. Ho… https://t.co/cfgD1YpohX",133047 +1,"RT @ClimateDesk: The first polls are closing in NH, where 43% deny climate change. Both Senate candidates are good on climate!…",446000 +2,A new study found with 99% certainty that climate change is driving the retreat of glacier… https://t.co/uXdulZwpDP? https://t.co/OQ9x4CVvYv,356107 +1,RT @TheDemocrats: The most vulnerable Americans could feel the some of the biggest impacts of climate change. https://t.co/NxyKTvDNBO,631447 +1,"RT @FrizzleFelicity: @realDonaldTrump Do you know what president supported the EPA, believed in climate change & supported a global init…",993375 +-1,Less show him we are all for getting rid of all global warming expenditures !!🇺🇸 https://t.co/DLSy0d0oUH,266711 +1,"He's started by removing LGBTQ people, climate change, and state funding of the arts from POTUS' website. He's had… https://t.co/9oPIOkxljC",642820 +1,"RT @gardcorejose: Man, us millennials have grown up in a time of perpetual war, economic recessions, climate change, and now a racist in th…",165721 +1,@SpeakerRyan @POTUS I hope your children will enjoy the havoc that climate change will bring.,131378 +1,"RT @aVeryRichBish: Meanwhile, leaders in America think global warming is a hoax.... https://t.co/5PKmZtZFQV",576913 +0,The necessary response to climate change is primate change.,459302 +2,"For 12 years, plants bought us extra time on climate change https://t.co/Fisv7uE57E",764540 +1,What do you do to help reverse climate change? Tweet your tips to inspire others! #ClimateChange #Tip #ActOnClimate,70968 +1,RT @bwecht: Seems like a good time to remind everyone that human-made climate change is real and likely to be catastrophic.,430512 +1,RT @RichardDawkins: President Trump may destroy America but maybe we can stop him destroying the world. Sign the climate change petition ht…,381533 +1,Carbon dioxide is the biggest contributor to global warming not methane but gautankwadis insist farting cows are th… https://t.co/hsvlzVJ5nP,555189 +1,"RT @LastWeekTonight: If you don’t believe man-made global warming is a a silly issue, give to the Natural Resources Defense Council (https:…",84183 +1,RT @SenSanders: We have a president-elect who doesn't believe in climate change. Millions of people are going to have to say: Mr. T…,298834 +-1,"RT @realDonaldTrump: It's freezing outside, where the hell is 'global warming'??",254824 +1,RT @ajplus: Leo takes on climate change skeptics: “You might as well not believe in gravity.â€ https://t.co/v8EdagKObD,693724 +2,RT @washingtonpost: The EPA buried its climate change website for kids https://t.co/uNeaTxzMPJ,796259 +2,Pakistan ratifies Paris climate change agreement https://t.co/a0qIJ4Ry16,496297 +0,@TheEconomist Will you guys do this post-facto analysis of climate change models?,472983 +0,RT @GRANDJIMIN: Literally y'all could blame Namjoon for global warming too,752860 +2,Record-breaking climate change pushes world into ‘uncharted territory’ https://t.co/YXawrzU59k,20491 +1,"RT @TheSanPlanet: Bbygirl its hard to focus on love when my mind is on poverty, social inequalities, climate change, islamaphobia, corrupti…",266308 +1,RT @TheTylt: This indigenous woman wrote a powerful letter about the devestating effects of climate change on her people. https://t.co/NJlB…,860477 +2,"World Bank Group is absolutely committed to tackling climate change and development together,' @JohnARoome tells the #FTCFS in London.",727820 +0,"Dr Laure de Preux, co-chair of next week's conference, looks at health impact of climate change: https://t.co/HTmmxJJ94S #MobiliseBusiness",748428 +2,RT @MotherJones: Donald Trump's interior secretary pick doesn't want to combat climate change. https://t.co/Y8Yvl4TFrm,479988 +1,RT @sofiak2110: Any judge stopping that? Donald Trump moves decisively to wipe out Obama’s climate change record - The Independent https://…,814466 +2,RT @Animal_Watch: Humans on the verge of causing Earth’s fastest climate change in 50m years | Dana Nuccitelli https://t.co/GXQ9xoON7N @gua…,680712 +1,"RT @Kon__K: He's a self - proclaimed racist, misogynist, climate change denier, homophobe & fascist. + +But she's a woman. #ElectionNight",50559 +2,Adapting to climate change means adapting to Trump – here's how | Dr Aditya V Bahadur: Donald Trump’s scepticism… https://t.co/YVsl0bGC3z,941337 +1,"RT @BenjaminNorton: While Democrats are obsessing over Russia, Trump's preventing action on climate change—which threatens life on Earth ht…",216417 +1,"AI, global warming, black holes and other impending global catastrophes! Videos for your weekend + https://t.co/1OlOe84RrF",522369 +1,"Please, if you ever have time, pick up the novel 'We are Unprepared' it is such an amazing book and has the issues of climate change in it.",309013 +1,...and they get to fight capitalism & global warming at the same time by having and making basically nothing.… https://t.co/4ED16e9Acf,918693 +-1,RT @OurHiddenHistry: Bill Nye the Policeman Guy is going to lock you up for thinking something about global warming. Sez Newsmax. https://t…,250008 +0,"Now I know why I am considered an expert in climate change, education, and other topics... I continue to read in... https://t.co/S0NrydrH53",584020 +2,NATO agrees with the Pentagon: climate change is a threat multiplier https://t.co/UmF6ZI14ni,953208 +1,RT @PalbergWERX: CEO conveniently decides he's not smart enough to grasp overwhelming scientific evidence of climate change #bcpoli…,131451 +2,WH Budget Director announces end to climate change research funding https://t.co/nUbvqW85xv via @theblaze,836928 +0,Kit Harrington said he's seen global warming firsthand and it's 'terrifying' and he's seen the army of the dead like damn. Must be legit.��,414569 +1,RT @DanRodricks: Maryland AG Brian Frosh fighting Trump's ridiculous reversals of Obama policies on climate change. The Baltimore... https…,616308 +1,"Keep doing nothing about climate change and winter will surely be cancelled + + #IfWinterWereCancelled",742788 +1,#Halloween's ok but if you really wanna get scared watch the new @NatGeo​ climate change doc with @LeoDiCaprio https://t.co/W0txddoeQZ,782356 +1,RT @NealTalkin: Hearing Perry admit climate change is real is like hearing a young person say 'Have you ever heard of this band called the…,70178 +1,"RT @philstockworld: Currently +reading an excellent inteview by our editor, Ilene: 'Why we need to act on climate change now': https://t.co…",693367 +1,Has @SiemensPLM_UK not heard of climate change? Helping find oil/gas faster is crime against humanity/nature. Shame on U #keepitintheground,306574 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,801338 +2,"RT @Independent: More likely a lesbian caused Hurricane Harvey than climate change, says right-wing commentator https://t.co/VBD8yY9MQb",660614 +2,"RT @Reuters: New York, other states challenge Trump over climate change regulation https://t.co/LZPsWfw1Ed",839126 +2,RT @pablorodas: #climatechange #p2 RT Australia ranked among worst developed countries for climate change action.…,503582 +1,RT @ChrisJZullo: #DearPresident climate change is not Chinese scam like Breitbart's Steve Bannon would tell you. 2016 set to be the hottest…,844507 +2,RT @guardian: Nicholas Stern: cost of global warming ‘is worse than I feared’ https://t.co/j46ztE09yz,292211 +2,UN climate change agency reacts cautiously to Trump plan https://t.co/8SmT98XtJN,812829 +0,"RT @chrisconsiders: All 'climate change' mentions removed from https://t.co/rBvrssmB3b the moment Trump was inaugurated + +trying not the spo…",520216 +1,I just joined @NatGeoChannel @21CF in combating climate change. Take action #BeforeTheFlood https://t.co/p2rCh98PvQ,948445 +1,"https://t.co/7MARTM0ZtG +The Guardian view on climate change: Trump spells disaster +#climate #policy #disaster https://t.co/Ux1nfziyew",376265 +1,The single shining hope to stop climate change https://t.co/vmd6B4nkNI via @TIME https://t.co/bVbdeyYv97,218787 +1,"RT @cheerity: Marching? Can't make it? For every photo shared, $1 is donated to fight climate change. #ClimateMarch https://t.co/bO1eE8l5mX",478079 +0,"ivanka will make climate change her signature issue? Is SHE 1st lady? I'm So confused + https://t.co/2P5s5K1oVA",848621 +0,Annual index reveals biggest movers in climate change adaptation - https://t.co/EcRxlFqjHP https://t.co/LANzon3GpD - #ClimateChange,628114 +2,RT @ThisWeekABC: EPA chief Scott Pruitt's language on climate change contradicts the agency's website. https://t.co/U738SgSqm1 https://t.co…,857357 +-1,"RT @tylerabbett3: @jacobahernz it's climate change, which is nature doing its thing, it's not global warming lmao",890176 +1,"RT @WhySharksMatter: Tim Kaine: 'Do you lack the knowledge to answer my question [about climate change] or are you refusing? +Rex Tillerson:…",552328 +-1,"Gore's climate change followers send a clear message to Trump, and that message is: 'There aren't very many of us.' https://t.co/wIoq01FEAt",427662 +-1,RT @ClimateNewsCA: HALF of #Arctic ice loss is driven by natural swings and not man made global warming https://t.co/ShBHi1EIrp Cc: @Earthf…,237308 +1,just put on dicaprios global warming documentary okay ready to feel horrible,259859 +1,RT @_CJWade: The craziest part about Florida voting for Trump is the whole state is going to be underwater once he defunds climate change r…,8503 +1,RT @BernieSanders: #ImVotingBecause the future of the planet is at stake. Hillary Clinton will combat climate change. Donald Trump thinks i…,543096 +0,RT @teknotus: Trumps solution to global warming is to create a nuclear winter.,962653 +1,RT @Notebook_Notes: Lets keep the multi-scale marine climate change discussion going beyond #AMSA2017! @CSIROnews @amsa_nt…,249905 +1,"RT @EricHolthaus: The truth about climate change: +1. It’s real. +2. It’s us. +3. Experts agree. +4. It’s bad. +5. There’s hope. +#climatefac…",820804 +1,We are committed to a trajectory of climate change for 20-30 years at least due to decisions already made. @LisaGraumlich #GHNextGen,480950 +1,RT @_ohmeohmaya: this rain is the environment crying bc the newly elected US president doesn't believe in global warming,382855 +1,"RT @Camila_Cabello: climate change is threatening miami, it needs our help. tune into @mtv on 8/2 at 7:30pm ET for 'an inconvenient specia…",611102 +-1,RT @CarmineZozzora: 1970's coming ice age scam caused global warming which caused climate change which caused the climate disruption th…,167232 +0,"RT @IzzyRod33: First @BLASS89 hits us with some fire,now Future just dropped another album, global warming is here,there's too much🔥around",324693 +1,"RT @Impolitics: Today was cold. The GOP calls that proof there's no global warming. And there's no obesity either, because today a 400 poun…",5835 +1,"RT @Tomleewalker: #WhyGoVegan because who wants to play a direct role in perpetuating the lead driver of climate change which costs us 250,…",392421 +2,"RT @ReutersScience: In rare move, China criticizes Trump plan to exit climate change pact https://t.co/rGRaEOqkKV https://t.co/12IQZ3cPDC",134638 +0,RT @TheTumblrPosts: if global warming isn't real why did club penguin shut down,923618 +1,RT @Salon: 'Chasing Coral' documents global warming in real time as it destroys the Great Barrier Reef https://t.co/sb5xlOMQnw,365751 +2,RT @MotherJones: Scott Pruitt doesn't agree that CO2 is a major contributor to global warming https://t.co/KjjCKHiitj,107048 +1,"There's going to be too many jokes today, but climate change isn't one of them. + +https://t.co/P24I3IYAPS",810210 +2,RT @FortuneMagazine: Rex Tillerson allegedly used an email alias at Exxon to discuss climate change https://t.co/rLeiMpXS5C https://t.co/0v…,870966 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,465734 +1,RT @climatemegan: “Nobody is telling farmers how to adapt to climate change... Adding the pressure of a dam puts Egypt on the verge o…,972981 +1,"RT @WarAgainstWomen: #climatechange +#scottpruitt + +Trump's idiotic EPA pick: still 'some debate' over human role in climate change… ",388138 +1,RT @chrysta10: Scott Pruitt Just Contradicted Decades of Science: doesn't agree that CO2 is a major contributor to global warming. https://…,737762 +2,RT @ticiaverveer: Understanding new evidence of the impact of climate change in the Early Jurassic Period https://t.co/dfHKJyiFLP https://t…,127174 +2,UN climate change agency reacts cautiously to Trump plan https://t.co/vBUTQfEdUI,698283 +1,How are you gonna sit there and tell me climate change is a hoax when it's literally 106 degrees outside and raining ?!??,946323 +1,@pash22 @_andrew_griffin This is good news - tipping point in global warming? https://t.co/ramRBGgpsg,13055 +1,"RT @JilliRobi: Welcome to America. Where we deny climate change, men brag about rape, and the KKK supports our president. #notmypresident",366640 +-1,"RT @T_S_P_O_O_K_Y: Why would a political scientist, Noam Chomsky, speak out on global warming - because it's political, not scientific htt…",95774 +1,RT @amgoetz: Our biggest security threat is climate change. We need the entire US government to prioritize this above all else. https://t.c…,197788 +-1,"@cnnbrk Al Gore is a scam artist, I sure hope Trump can bury this climate change nonsense once and for all.",146441 +1,@ABCNews re https://t.co/dRBFT1c8Zv why should we invest in retirement when there's a high chance we'll die young from climate change?,583136 +-1,Spys saved the day in that charade. It's actually a reminder that global warming isn't the biggest threat to the existence of mankind.,308396 +2,Fiji PM invites Trump to meet cyclone victims in #climate change appeal – video https://t.co/pw4Wk9yhRD,908417 +1,RT @sierraclub: 'We've doubled renewable energy production and become the leader in fighting climate change.' -@POTUS in Philly #ClimateVot…,71069 +1,"RT @nelliepeyton: The EPA climate change page, with links to global warming research and emissions data, could go down today https://t.co/5…",958441 +2,RT @UCLAIoES: France's Macron urges Trump to avoid hasty climate change decision https://t.co/9V0mQ4xmeV https://t.co/HDeqL4QYWQ,745292 +1,@Brillianto_biz @ProfAlister 2/2 Habitats Directive trying to preserve in time from decade ago & no account of nature or climate change.,860556 +1,Has Pakistan really ‘improved’ when it comes to tackling climate change? https://t.co/MYuR8WEMVu,641990 +1,RT @latts92: I love how LNP uses 'data' to justify damaging child care access to underprivileged but ignore data that says climate change i…,470797 +1,"2016: the year climate change came home: During the hottest year on record, Karl Mathiesen travelled to Tasmania… https://t.co/nSLqyPV7y8",488550 +0,@FoxNews @BretBaier. God is punishing Progressive Liberial https://t.co/Z3G0pAFjUp. with rain. I guess its global warming. Happy New Years.,971716 +1,"RT @mrkjsnsbyn: pls use your voices on climate change, too.",471254 +1,"RT @ddlovato: #IVotedBecause I believe in equality, we need comprehensive immigration reform, I am pro-choice and global warming IS real. #…",176280 +0,RT @2Marrr: s/o to global warming for this beautiful weather.,696697 +1,"RT @Kloppholic: Imagine trying to convince yourself that global warming isn't real and instead a conspiracy. Wake up, before it's t…",518526 +1,RT @nzila_annan: @SIDKDP NDMA also mandated to develop strategies on mitigating impact of climate change. We need to know what mecha…,966190 +1,Excellent - our project was approved! Adani Carmichael mine opponents join Indigenous climate change project #auspol https://t.co/htX9F72CgN,312648 +2,RT TIME 'World leaders on edge as Trump considers pulling the U.S. out of historic Paris climate change deal https://t.co/yLfkdeXXKO',222556 +0,"RT @DivestDal: Innocent babes not getting tattooed, still branded children of the climate change era. #Birthmark https://t.co/54Kan43mEf",941696 +1,"RT @azeem_tuba: Ideas on climate change +@PUANConference @PakUSAlumni #ClimateCounts @usembislamabad https://t.co/VKQiwlA8lx",109406 +1,RT @foxfire2112: While @TheDemocrats say they R 4 climate change solutions they keep putting oil pipelines across the US #Hypocrites…,343894 +2,RT @climatehawk1: .@Energy Department tells staff to stop using phrase '#climate change' | @EcoWatch https://t.co/EmDMJ2F5VI…,119300 +-1,#BillNye Grade school science guy spreading lie of climate change #CNN donna doesn't match truth does… https://t.co/zi4lfot0ru,84006 +2,"RT @olafureliasson: The link between women's rights and battling climate change. @nytimes @atugend +https://t.co/1T5VFA8d6o",131047 +0,"RBReich: I'm often told that climate change is a middle-class issue, and the poor care more about jobs and wages. … https://t.co/mO14qf6ZbL",639904 +2,RT @Milieunet: Al Gore meets with Donald Trump and Ivanka Trump to talk climate change https://t.co/pVLgwqH8bu https://t.co/KWTgpCPuXA,315921 +1,"RT @RadioLuke: You're protesting in a t-shirt in November in Alberta. I'm just saying, climate change might be real. https://t.co/tm0upSFZDO",426403 +1,RT @SenSanders: We have a president-elect who doesn't believe in climate change. Millions of people are going to have to say: Mr. T…,13085 +0,RT @EW: .@LeoDiCaprio’s climate change documentary #BeforeTheFlood is streaming online right now: https://t.co/Jk43gqmEMt 📽 https://t.co/HV…,379973 +1,Plant a tree this summer. Beat climate change���� https://t.co/4nlnNYZn2X,32634 +1,These R all great parts of controlling global warming-that along with limiting fossil fuel use that is destroying t… https://t.co/D8OPN9QJEP,827562 +1,"RT @kittycatboyd: Let's not forget-DUP are extremists, who hate women, gay people & deny climate change. Utter lunatics. The real coalition…",354322 +1,"RT @ConversationUK: It’s official: inequality, climate change and social polarisation are bad for you + +https://t.co/MeiaY8s3Uq https://t.co…",622376 +1,"RT @The_RHS: To ensure UK's pollinators are as unaffected by climate change as possible, we will need to consider the diversity…",111840 +1,"RT @cybersygh: Given that animal agriculture is the leading cause of climate change, adopting a vegan diet is the most practical course, if…",981594 +1,"@dwsjca cant call people who are anti-abortion, open carry, pro death penalty, with no belief in climate change Right Wing. thats 2+2=5",797622 +1,RT @Jakee_and_bakee: Only in America do we accept weather predictions from a groundhog yet refuse to believe in climate change from scienti…,644926 +1,"RT @AssaadRazzouk: In the new new world, China lectures the United States about climate change and the importance of cooperation betwe…",524987 +-1,"RT @os4185: Whistleblower admits scientists manipulated data, making global warming seem worse to help Obama https://t.co/9pq2rljf5f",889620 +1,RT @scienceclimate: Enrich your teaching on climate change. https://t.co/xDUazntsVA #climatechange #education #Science #climatemarch #clima…,64238 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,661335 +1,RT @pharmasean: The big winner of tonight is climate change. Congrats climate change. Feast on our coastlines and consume my body in fire.,482569 +1,Yah our new president thinks global warming is made up by the Chinese yet: https://t.co/8Wet2DhQ7i,394255 +0,I don't believe Bella Thorne's and Tyler Posey's relationship exists just as much as Donald Trump doesn't believe global warming does,708881 +1,"RT @PiyushGoyalOffc: @PiyushGoyal The world, like India, will have to take a call & play their part in the fight against the climate change…",35091 +2,RT @newscientist: Corals that grow faster in warm water could beat climate change https://t.co/vbhreKfP2o,166139 +1,RT @tveitdal: Half the world's species failing to cope with global warming as Earth races towards its sixth mass extinction…,840607 +0,RT @StanLewis_: There is no polar bear emoji. Still think global warming is a myth? ��,350943 +1,"RT @NatGeoChannel: Watch #BeforeTheFlood right here, as @LeoDiCaprio travels the world to tackle climate change https://t.co/LkDehj3tNn htt…",274385 +2,RT @nytgraphics: Most Americans believe that global warming is happening and carbon emissions should be scaled back:…,856229 +2,"RT @CNN: Julia Louis-Dreyfus, who plays a president on 'Veep,' cut a video backing Clinton over her climate change position…",667613 +1,1.5ºC will change the world: tackling climate change #ClimateCounts #COP22 #PUAN https://t.co/vSyOzwlGI9,789019 +0,@Schwarzenegger Talking in German about food and climate change ❤️ #R20AWS https://t.co/hNidGVO1Db,706544 +2,RT @guardianeco: Arctic ice melt could trigger uncontrollable climate change at global level https://t.co/rmpKCMaWiE,483369 +1,RT @SethMacFarlane: HRC proposes installing half a billion solar panels by the end of her first term. Trump thinks climate change is a hoax…,404662 +1,"Dear climate change deniers, read this https://t.co/xU5bVg01z5",160964 +0,Silly climate change.,697437 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,246434 +0,RT @KarmaLoveee: Give me two beers and I'll give you the world's greatest speech about climate change 😂😂 swear,527125 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,595252 +1,"RT @andreagrimes: 12/ describing reality, or trusting science (climate change a notable example, also repro health facts) isn’t bias. It’s…",885373 +1,"RT @Kon__K: He's a self - proclaimed racist, misogynist, climate change denier, homophobe & fascist. + +But she's a woman. #ElectionNight",710059 +2,Energy and climate change https://t.co/jMAYWEKhRN by @AdvantechAfrica #energy https://t.co/FsCKVqBHv4,451444 +1,Imagine if world was more concerned about things like Indigenous suffrage and global warming than they were about Rihanna gaining weight,167005 +0,"RT @joyceangelos: So, Ivanka's influence: meet with Al Gore on climate change, Dad decimates EPA and regs. And this. Tell us again Da…",991418 +2,"RT @frankdugan: In rare move, China criticizes Trump plan to exit climate change pact https://t.co/Kl5WpraDaw via @Reuters",683663 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,723460 +2,"RT @thehill: GE CEO vows to ignore Trump, continue to fight climate change: https://t.co/BbyducRM0O https://t.co/ZdOlNlicNk",788095 +0,It's theorized that the Akkadian empire—Mesopotamia’s first unifying civilization—was undone by climate change that created a drought.,926238 +2,RT @CNN: Scientists fear the White House will intervene before a federal climate change report is published…,627423 +2,RT @WorldfNature: Two scientists resign from EPA roles in protest at Donald Trump's climate change stance - The Independent https://t.co/iZ…,710230 +1,"RT @tristanalbers17: Trump just appointed Myron Ebell, who doesn't believe in climate change, to be the head of the Environmental Protectio…",882894 +1,"The Great Barrier Reef is damaged and dying, and stopping global warming is now the only way to save it… https://t.co/vrNzyRQb9j",392535 +2,RT @EnvDefenseFund: Why is Pres Trump attacking climate change efforts that the EPA has been working on for decades? https://t.co/aQH1yqMlIK,604557 +0,"RT @viewedmendes: shawn in a mv: *slips on ice* +fans: it's supposed to visualize how dangerous the global warming is & bring attention to f…",653638 +1,"@realDonaldTrump I will never support you because you don't care about climate change, green energy, fossil fuel pollution. U will ruin us",458472 +1,RT @LeoDiCaprio: Help fight climate change and expand renewable energy! Tell Nevada’s @GovSandoval to sign #AB206: https://t.co/vf9vXHfsDI,633582 +2,RT @news_va_en: Pope urges int. community to act in combating climate change §RV https://t.co/LUB0zjAxHD,709469 +1,RT @mashable: This bold 9-year-old isn't afraid to take on the whole government over climate change. https://t.co/LW1hhQkiYN,363390 +0,@FoxNews Paul Ryan can't be more wrong. Wrong direction is The nine climate change taking away a woman's right to choose and so on,270294 +-1,RT @WSCP2: Another global warming argument bites the dust: No Increase in Global Drought Over Past 30 Yrs: https://t.co/jBdObhn5HO #Climate…,881575 +2,RT @theecoheroes: A million bottles a minute: world's plastic binge 'as dangerous as climate change' #environment #water https://t.co/wZVR…,93696 +2,RT @CNN: New York AG: Sec. of State Tillerson used pseudonym 'Wayne Tracker' to discuss climate change while CEO of Exxon…,853153 +2,"RT @VICE: Introducing 'year 2050,' our guide to surviving the next 33 years of climate change: https://t.co/NqRgRqG7W4 https://t.co/L2sb4PZ…",741603 +0,"@BryanJFischer Dr. Bryan Fischer, climate change extraordinaire!",401865 +0,"RT @p_hannam: Australia, welcome to your new climate change policy https://t.co/fa78NyKeyv via @smh",733910 +2,RT @JoshMeadows3: Opponents of Adani's Carmichael coal mine join UQ Indigenous climate change project. https://t.co/6BrnheJmuY @jrojourno @…,13209 +-1,@BernieSanders Don't fund global warming stupidity . Put your money in for that dumb crap .,308437 +0,#ClimateNPS MAN STUPID! — A powerful musical message on climate change co-written by a Gorilla… https://t.co/O7hJltLk1n,522552 +1,RT @ajplus: Is this deal to fight climate change too late? 😕 https://t.co/e76UJNCYN8,315898 +0,I'm not saying climate change doesn't exist because it does but this isn't evidence of it https://t.co/DWVYRaNULH,959340 +2,"RT @kylegriffin1: SACRAMENTO, Calif. (AP) — California lawmakers pass extension of landmark climate change law that Gov. Jerry Brown holds…",654924 +-1,"Sailing expedition to North Pole to document climate change +CANCELLED +due to 'solid pack ice'",354709 +1,RT @AdamRogers2030: Effects of warming temperatures show that climate change is undeniable. Climate action is part...…,287231 +1,"Would you have kids, given climate change? | terrestrial https://t.co/Rr7uvoZN8t",10808 +1,*whispers* climate change is real and i will help stop it bc i love u https://t.co/J3frKbRTCr,862580 +1,"Extremely disappointed that my senator @JeffMerkley voted to confirm Perdue, a known climate change denier. Shame o… https://t.co/vG01es9hmj",987862 +-1,"RT @ClimateRealists: Three Cheers: New global warming study is terrible news for alarmists, good news for plants, animals and people https:…",258825 +1,"This is outrageous. A British tabloid is attacking climate change, science and NOAA with false claims. https://t.co/bqAwlFd11Z",517635 +1,"What a time to have an idiot climate change denying US president. 2016 will be the hottest year on record, UN says https://t.co/y0rFOE57Nl",337428 +2,RT @TheEconomist: The ocean is planet's lifeblood. But it's being transformed by climate change. WATCH https://t.co/vP8IFARMcN https://t.co…,520925 +1,"RT @MikeHudema: In face of corporate domination, injustice, & #climate change, movements led by women offer a way out…",565941 +2,RT @greenpeaceusa: Doctors say climate change threatens public health across the nation https://t.co/5nZbn0O7Zs https://t.co/ux8wu1Ol0x,208832 +2,"Scott Pruitt’s latest climate change denial sparks backlash from scientists, environmentalists https://t.co/eSkN2fNuqw",471698 +1,"RT @AGSchneiderman: 'At this point, no court could uphold a conclusion that climate change does not endanger public health and welfare.' ht…",56290 +1,RT @NYTNational: Trump has called climate change a hoax. Now he has the chance to destroy efforts to beat it. https://t.co/i9hdsPig9Y,616749 +1,"Enjoying the unseasonably warm day, because if you've lost all hope of slowing or stopping climate change, you may as well enjoy it.",366990 +0,@WSJ thank you global warming - and you thought it was a bad thing ;-) jc,454406 +2,"Pollution, climate change affecting everyone: Rajnath Singh: Addressing the valedictory session at the NGT World…",467565 +1,RT @JulianBurnside: #qanda It is horrifying to hear people denying the fact of climate change on national TV,341733 +0,RT @kccohaffa: About 33% of Americans think that global warming is hoax. #FASTMO #FASTNE,732823 +0,@Earthlife_JHB counsel says no dispute that climate change is a relevant consideration under NEMA @CentreEnvRights,288495 +2,"Trump warming to reality of climate change, says senior Chinese official https://t.co/0BjzDZlQau",338944 +2,A status report on global warming. Much depends on the next few years. - Fabius Maximus website (blog) https://t.co/IozvbObEJc,425592 +0,"EPA head Scott Pruitt denies that carbon dioxide causes global warming https://t.co/1o2vIQ3QjQ +Chok uden overraskelse: Faktaresistens :(",152968 +-1,@KHOUBlake11 @jcdrex @FoxNews @CNN @weatherchannel @GaughanSurfing 500 Year floods. No climate change back then. Pe… https://t.co/3jfYCDOLwQ,840230 +1,"RT @SierraClub: Here are the tweets on climate change Donald Trump doesn't want you to see, deleted from the @BadlandsNPS account: https://…",895609 +1,@TheRickWilson It's even sweltering in London. Thank god climate change is just a Chinese hoax.,228657 +1,"@KarlJKiser And yet to some, global warming doesn't exist",857382 +1,"Things that will always suck: the Colorado #Rockies, The Green Party, cats, Christmas music,Apple,climate change deniers. #ThursdayThoughts",438635 +1,"RT @BernieSanders: Fracking pollutes water, degrades air quality and worsens climate change. No amount of regulation can make it safe. +http…",276434 +1,"RT @NCConservation: 'Popular local weatherman Greg Fishel had strong words for climate change deniers' + +Thank you @gbfishel for standi…",6603 +2,New York hotels join fight against climate change - https://t.co/AQAEdqKqmZ #EcoHotels,97127 +1,"RT @DesiJed: Anyway, climate change is about to kill us all, and Trump is ruining my final days, so I'm really fucking irritated right now.",937397 +1,People aren't going to believe climate change is real until the ocean currents literally break down and Europe is p… https://t.co/uZ2ykZiavE,886945 +2,RT @Retiario: Octopus in the parking garage is climate change’s canary in the coal mine https://t.co/BkuzUNFdRp,870527 +1,RT @SenSanders: We have a president-elect who doesn’t believe in climate change. That’s frightening for this country and the world.,163015 +1,"RT @DavidPapp: In Trump's America, climate change research is surely 'a waste of your money' https://t.co/I29jGwVgq6",334626 +0,"RT @the_pc_doc: @realDonaldTrump If your hurricane boner lasts more than 4 hours, consult a climate change scientist.",977459 +-1,"RT @peddoc63: Males XY +Females XX +Abortions are human fetuses. +Manmade global warming has not been proven. +Now, Do you believe i…",857786 +1,But Earth... 😢😢😢 -- Trump has replaced the White House climate change page with... https://t.co/RVGC1qqn3f via @voxdotcom,881889 +0,RT @IndieWire: Watch Leonardo DiCaprio's climate change doc #BeforeTheFlood for free online https://t.co/g3iUV8yU0u https://t.co/LVXS17ILSn,142818 +2,RT @BuzzFeedNews: Trump's EPA chief doesn't think CO2 is a 'primary contributor' to global warming https://t.co/mB6GI5VqMG https://t.co/vZD…,797582 +2,"RT @business: Renewable energy investment has probably peaked, holding back the climate change fight https://t.co/2OmZDrDTOp https://t.co/A…",947005 +-1,RT @PatriotMomNDJ: Mayor of disappearing island faces Al Gore and shuts down global warming claim: https://t.co/wF8y0NcFHE,460887 +0,RT @beyonce4pres: I didn't believe in climate change until after the election when all the snowflakes started melting...,951347 +2,Prince Charles co-authors Ladybird climate change book https://t.co/U5RZpboK7V,383937 +-1,"RT @hale_razor: Each ISIS attack now is a reaction to Trump policies, but all ISIS attacks during Obama's term were due to climate change &…",750425 +1,RT @ajplus: Leo takes on climate change skeptics: “You might as well not believe in gravity.â€ https://t.co/v8EdagKObD,217046 +2,Texas AG Ken Paxton sides with ExxonMobil in climate change case,648782 +0,@GeorgeHagstrom @MLaura54 Not always easy to show *if* harm will be caused - systems are complex + climate change -… https://t.co/FmfOhDhuEq,475402 +1,RT @1followernodad: my 2 yr old today: Mom how'd you get past the cognitivie dissonance of having me even tho climate change will render th…,845359 +1,RT @MoveTheWorldAF: 97% of climate scientists agree that climate change is caused by human activity. #AnimalsMatter Lean more…,109671 +1,lol we talked abt reasons why ppl don't believe in climate change in class today & THE MOST COMMON REASON IS PPL THINK ITS A CONSPIRACY,927347 +1,"RT @rebleber: Don't fool yourself, Trump still thinks climate change is a hoax. He's just making his henchmen do he talking https://t.co/…",459843 +2,RT @ClimateCentral: Corn could be major victim of climate change https://t.co/q7LKXXiX5X via @climate https://t.co/aCYhfQ47c3,738874 +1,RT @froomkin: When #HurricaneHarvey reporters don't mention climate change that's a highly political decision https://t.co/OdgppnIlrw by @N…,398956 +1,Nicaragua wasn't in because it wanted STRONGER climate change efforts. https://t.co/gShnYSXtJC,756571 +2,Trump's transition: sceptics guide every agency dealing with climate change https://t.co/g72QC10yJP,274867 +-1,"@TaylorCarson5 @CNN Yep, as long as they keep 'researching' climate change, they keep receiving billions of dollars. Why give up the racket?",319311 +2,Arctic ice melt could trigger uncontrollable climate change at global level https://t.co/BU9pWuyN0S,643897 +1,RT @KamalaHarris: An EPA head that denies climate change is like a NASA Administrator who doesn’t believe in gravity. Dangerous and a…,416073 +1,"RT @HillaryClinton: Great to see ppl take to the streets & combat climate change, protect the next generation & fight for jobs & economic j…",638604 +-1,"RT @meyers000111: Finally, Paris climate change agreement designed by crooks- #Trump is not buying this crap https://t.co/vQc8E2Lt6P",406366 +1,RT @Pinboard: Google treating climate change denialism as just a “point of view” by promoting Breitbart bullshit in search results https://…,827528 +1,"RT @ddiamond: Re: big New Yorker piece on climate change, this was front page of Alaska paper today—how melting permafrost is war…",972166 +0,"RT @MattWalshBlog: If Obama sent Malia to meet with Al Gore about climate change, every conservative in the country would mock him merciles…",831749 +2,RT @kemet2000: Trump defence secretary favourite ‘gets climate change’ https://t.co/GJqc4p1kuV,537723 +1,"RT @1followernodad: parent: I'd do anything for my children! + +Scientist: here's how to stave off climate change so your children can stay o…",399269 +1,RT @businessinsider: @therealDonaldTrump doesn't believe in climate change — here's irrefutable proof it's real https://t.co/8I5Pnrdcy7 htt…,530270 +1,RT @GreenKeithMEP: Tackling climate change is at the very heart of @TheGreenParty's policies #VoteMolly #VoteGreen2017 https://t.co/DXAENwH…,845848 +2,"Why the research into climate change in Africa is biased, and why it matters @washingtonpost #ClimateChange… https://t.co/c0emI3P1Pz",972483 +1,our journalists and reporting institutions?! Or stop our fight on climate change?! Or completely gut the EPA?! Or declassify national..,788349 +2,RT @japantimes: Could Trump unravel Paris climate change deal? https://t.co/Wr8hMNZ2Vc,760406 +1,RT @amy_harmon: “The sea is almost at their doorsteps” - elegiac @egoode story & @joshhaner photos showing toll of climate change https://t…,561842 +0,RT @rachaelvenables: WATCH as a woman walks into the middle of the M4 at Heathrow before being dragged away by police in climate change…,983679 +1,"RT @margokingston1: I'm guessing we need to align with China on trade & climate change now. No choice but to distance ourselves from USA, y…",592683 +2,RT @PolarVortex: A rogue national park is tweeting out climate change facts in defiance of Donald Trump https://t.co/eaQ8H9ycwj @BadlandsNPS,314008 +1,RT @PhoebeAndrades: From college affordability to climate change: '#HillaryClinton's values are millennial values'. #StrongerTogether. http…,244225 +2,"RT @6esm: G20’s agenda can’t ignore climate change, business leaders say https://t.co/PKNvkipFnn - #climatechange",345327 +2,"RT @pier_dr: How borders change due to climate change. Glaciers meltdown between IT-AU. Italian Limes, by @mariofaranda https://t.co/AXpa2H…",376482 +1,Climate deniers blame global warming on nature https://t.co/mQOa31oR2K #climatechange,730604 +1,Kate Marvel: Can clouds buy us more time to solve climate change? | TED Talk | https://t.co/0eYG7YxdZH https://t.co/XiFnzHvpBH,447902 +2,RT @lazarotouza: US general: EU leaders must pressure Trump over climate change scepticism https://t.co/Eb2paCLpwD cc .@g_escribano @rielca…,973119 +-1,@greenhousenyt @TCPalmEKiller @NickKristof and climate change hasn't killed any1. If past predicted future we'd all be rich in stocks,339251 +-1,RT @1markconway: CO2 is not a driver of global warming & the globe is not warming. What else do you need to know? The money is what. https:…,705224 +0,RT @vixenvalentino: @GMWatch He implied I was a climate change denier then blocked me after he said he's always happy to talk science. Buil…,719591 +1,RT @theonlyadult: The head of the EPA doesn't believe in climate change either. https://t.co/9gWdgyB7h5,495470 +1,RT @thedailybeast: Trump’s climate change denial could cost us $100 trillion https://t.co/IJZnuTm7qS https://t.co/rwRZp01B5M,828676 +1,"RT @NRDC: He may meet with Al Gore, and his daughter may mention climate change—but Trump’s appointments tell the real story. https://t.co/…",509721 +2,John Kerry says he'll continue with global warming efforts - https://t.co/AAsfS1GbRy,153505 +2,RT @guardianeco: Naomi Klein attacks free-market philosophy in Q&A climate change debate – video https://t.co/KhCnnUQHfy,21879 +1,"RT @IntheNow_tweet: It’s almost like Poseidon himself is coming up to warn us about climate change �� + +#Venice #BiennaleArte2017 https://t.…",21220 +1,"RT @AJEnglish: To tackle climate change, conflict and disaster, we must join forces and take collective action…",209321 +0,"RT @sunlorrie: Um, Suzuki has chanted repeatedly that Harper should be locked up re climate change. Oops. https://t.co/Bzl98zbYrk #cdnpoli…",279319 +0,This lady at my job keeps telling me my generation needs to fix global warming... idk if she thinks I'm a climate control concierge or what.,136474 +1,"RT @alexanderchee: So... climate change list was first. Then gender equality, now violent extremism. https://t.co/15hseTtt4t",170188 +1,global warming is so real lmao we are all fucked,939489 +1,RT @Greenpeace: What will #climate change be like for the next generation…and the generation after….and after that?…,132728 +-1,"RT @LarrySchweikart: Under Trump, EPA to fix Flint's water supply instead of farting around with non-existent 'climate change.' + +Real poli…",286390 +1,RT @rickygervais: The Whitehouse is being filled with creationist climate change deniers. But on the plus side God will give your grandchil…,948709 +2,"Severe storms, increased precipitation and reduced ice cover - signs of climate change hit Great Lakes https://t.co/c61uDAvOia",594855 +1,RT @rickygervais: The Whitehouse is being filled with creationist climate change deniers. But on the plus side God will give your grandchil…,746460 +1,"RT @Salon: When China calls out Donald Trump on climate change, you know it’s bad https://t.co/qx1Xep7k82",856075 +0,"@ShelbyBouck Okay, wonder if it will be replaced by, 'China manufactured climate change' @CorrinaLawson",358459 +0,Octo results in climate change errors :,165830 +1,"A future of more extreme floods, brought to you by climate change https://t.co/zBeuUcFe5F",660724 +0,"Trump says he will cancel Billions of dollars to the UN for global warming. 'By the way, no one knows what happens to that money.'",799074 +1,CO2 doesn’t cause climate change?!? https://t.co/wDWBXISVCE https://t.co/QJYlHTmA2Q,180450 +0,RT @SoloChills: Look what global warming has done https://t.co/4g1Wc1QEoH,742662 +1,"RT @ClimateCentral: Of 21 risk experts that the @AP polled, 17 listed climate change among the top threats to the world…",943307 +1,New York Times news pages--climate change is an immediate & serious problem. NYT editorial page--we aren't so sure. https://t.co/wDmxIhYPw1,919142 +1,RT @takvera: So many truth bombs #4Corners on climate change #ageOfConsequences. 'It's all about water & impact on food' water as an instru…,822006 +1,"Bernie Sanders: ‘no compromise’ on bigotry, climate change, democracy https://t.co/wJAUBc6LbP",37136 +2,Trump seems to be changing his mind on climate change https://t.co/Ue8OWJo7Gm,304452 +1,RT @ProfTerryHughes: There's nowhere to hide from global warming: 'Does a new era of bleaching beckon for Indian Ocean coral reefs?' https:…,12781 +-1,Because we have actual evidence the Earth isn't flat. There is NO evidence man made climate change is real. https://t.co/J64fDNdCUZ,78233 +2,"RT @BicyclingMag: Devi Lockwood has been traveling, mostly by bicycle, to collect 1,001 stories about water & climate change…",46421 +2,RT @ClimateReality: Gallup poll (March 2016): More Americans than ever are taking climate change seriously https://t.co/uVIRF9Ob9w #Climat…,83114 +1,"RT @Sacha_Saeen: Today's #Smog is a good reminder that climate change has no borders, & we, as South Asians, must co-operate for our…",115328 +-1,"New study is disastrous news for fracking opponents, global warming alarmists' https://t.co/4qoPZ18fTn",835169 +0,"Dang flabbit, that darn tootin' Indiana weather. Ain't nobody knows climate change & rising sea levels like a hoosier. Yee ha.",405566 +1,RT @KaivanShroff: 'An EPA head that denies climate change is like a NASA Administrator who doesn’t believe in gravity.' - @KamalaHarris #po…,87282 +0,@Skaifox That and the proposals to combat climate change is extremely selfish :P,556557 +1,RT @corkfeminista: Up around @UCC tomorrow? There's a talk taking place about climate change and the refugee crisis in the library at 1 htt…,505360 +1,RT @energyenviro: COP22: Africa hit hardest by climate change - https://t.co/2LvPDQRDSW #Africa #ClimateChange,505435 +2,RT @thinkprogress: Funny or Die: Franken and Letterman take on climate change in hilarious web series https://t.co/MnrjEeXwjJ https://t.co/…,786447 +1,RT @SFGate: 30 terrifying before-and-after images of climate change https://t.co/TlPjjE46tt https://t.co/ieoESRKWie,171319 +0,"RT @swissmiss: A database of women’s rights, POC, LGBT+, immigrant, Muslim-American and climate change advocacy groups: https://t.co/tgcIvS…",607788 +1,Tell Shell shareholders to reject a pay policy that charts a path towards irreversible climate change! https://t.co/Vzbwa06zkH,782783 +1,@realDonaldTrump what will it take for you to open your eyes to global warming!! Help the oil and gas companies?!,128614 +1,"RT @ChuckWendig: Shit, that didn't take long. With this, with Russia, with climate change — keep calling, keep protesting, stay mad. https:…",991365 +1,RT @elonmusk: No need to rely on scientists for global warming -- just use a thermometer https://t.co/0PbtAL8uRK,932173 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,462990 +0,"@ThomasARoberts @JamesCarville +press. #Clinton emails. #Trump calls global warming a chinese hoax. Clinton emails. Trump praises #Putin and",201772 +2,RT @SEIclimate: The world’s oceans are storing up more amounts of heat than we thought - thanks to #climate change…,103933 +1,RT @WIRED: The $280 billion a year coastal cities are spending on climate change is propelling some ingenious engineering https://t.co/jDCQ…,934398 +1,RT @SenSanders: We have a president-elect who doesn't believe in climate change. Millions of people are going to have to say: Mr. T…,187188 +0,RT @dbeltwrites: I know global warming is real because jalapeños keep getting hotter and hotter.,7073 +1,"RT @SenSanders: On virtually every major issue — raising the minimum wage, climate change, pay equity for women — we are the majority",308321 +-1,"RT @Dwarfclone: @DocThompsonShow #WhatILearnedToday + +How can there be 'global warming' when college campuses are so overrun with 'snowflake…",701646 +0,"Leonardo DiCaprio the guy UN chose for global warming +Ain't seen often on social media +He doesn't transmit STD +Still he isn't seen",248337 +1,RT @cpnscience: Our @Trends_Ecol_Evo paper is out! 7 ways that variation in climate will affect species responses to climate change…,315541 +1,A web of truths: This is how climate change affects more than just the weather https://t.co/AuVJEMnSE5 via @mashable #climatechange,39811 +1,@wxbrad Brad thanks doing the @WFAE spot WED. As an allergy sufferer all the climate change and pollution deniers drive me nuts.,93902 +1,RT @GlobalEcoGuy: My thoughts on the future of climate change solutions in the @csmonitor https://t.co/4KQ9LUFhHL,489641 +2,"RT @KHonkonen: Act now before entire species are lost to global warming, say scientists https://t.co/9JevTtBuKi #biodiversity #climate",886476 +1,"RT @coollogistics: HFCs - the writing on the wall? They may represent a landmark in combating global warming, but uncertainty will... https…",186542 +0,In the world of climate change anything is possible https://t.co/MD1BOaxbUg,28068 +2,EPA chief Scott Pruitt doubts climate change science https://t.co/st6ZmRDhBf,746366 +1,RT @SenSanders: We have a president-elect who doesn't believe in climate change. Millions of people are going to have to say: Mr. T…,99889 +1,The places where water through climate change hits us hardest #powerofwater #SIDS #hlpwater @WorldBankWater… https://t.co/g4iiWaR1Ee,884305 +2,RT @AP: Scientists seek holy grail of climate change in Oman's hills. https://t.co/TUNhzmrSoo,429348 +1,"RT @calvinestrada32: 'It's cold, I don't believe in global warming' is the dumbest comment to ever come out of someone's mouth. #climatecha…",538295 +1,"RT @billmaher: Not a single question about climate change in all 3 debates. Sad. No, really - sad.",624947 +1,A muslim clerk gave us lecture today&said that'because people abandoned their faith it didn't rain yet'!! No dude its fucking climate change,704751 +2,Turkish gas companies with corrupt past get World Bank loan | Climate Home - climate change news https://t.co/wP1yFWjjpl via @ClimateHome,966499 +1,RT @newsthump: NEWS! Theresa May appeases DUP’s climate change deniers by handing environment to incompetent bellend…,309958 +1,@chrislhayes @AtticusGF Example A of never convincing religious conservatives of the reality of climate change,838806 +0,RT @zon_lee: @LaurendReid @hellobangsie i blame you girls for global warming. y'all should feel bad. haha,358696 +2,RT @ClimateGroup: Catalonia will strengthen its strategic policies to mitigate effects of climate change: new #StatesandRegions report http…,860211 +0,"RT @LagBeachAntifa: Because Donald Trump is ignoring global warming, we now have Nazi waves attacking our Laguna Beach Antifa members. http…",461911 +0,@BostonGlobe no climate change hum!!,205680 +1,@jay122891 big petroleum companies are paying congressmen/other high level politicians millions. why?most likely to denounce climate change,935213 +2,"Herbivory, climate change factors may significantly increase BVOC emissions from boreal co… https://t.co/oQTEdUGnpU https://t.co/f0FN3YSSEn",178073 +0,RT @CDCarter13: What if Smash Mouth's 'All Star' is really about ... catastrophic climate change. https://t.co/rPeSgrvW05,689739 +1,"RT @zachmider: Trump's called global warming a hoax, but CEO of Exxon (and rumored SoS pick) advocates for a carbon tax. https://t.co/tc6x4…",519961 +2,How the EPA chief could gut the agency’s climate change regulations https://t.co/N1rQQwS4Yw #epa,150917 +1,"RT @GlobalGoalsUN: People hit worst by climate change are poor, vulnerable & marginalized. Moral imperative to act is clear. -…",433384 +2,Businesses and investors renew plea to Trump: don't ignore climate change https://t.co/gqJvJmFp3U,532004 +2,"Pakistan ratifies Paris agreement on climate change + https://t.co/PvN5FaICH1",674724 +1,RT @SenKamalaHarris: #IfKidsWereInCharge they would combat global climate change. https://t.co/UmpRBiAS7T,78592 +1,"If climate change is fake/unimportant, + +Then why does trump try so hard to destroy data?",972049 +2,"RT @WorldfNature: Trump and Merkel to talk NATO, Ukraine and climate change - Deutsche Welle https://t.co/sNinTdarlz https://t.co/HNUxDqoEUW",34578 +2,UN climate change agency reacts cautiously to Trump plan https://t.co/EMstcQjJCF,898618 +1,RT @ClimateCentral: Here's how climate change could flood cities (and states) as the world warms https://t.co/YDgShYKusq #BeforeTheFlood ht…,963782 +1,"RT @Impeach_D_Trump: Find solace in that when climate change causes sea levels to rise, Trump's Mar-a-Lago, a beachfront Florida resort, wi…",165186 +1,RT @SethMacFarlane: HRC proposes installing half a billion solar panels by the end of her first term. Trump thinks climate change is a hoax…,647101 +-1,"RT @SpeakeasyJames: Tell that to the zealots of climate change here in Ontario. Huge waste of borrowed money x3 elec costs. +Brutal https://…",658746 +1,"RT @theAGU: RT @AGU_Eos: To effectively respond to climate change, we must break the politicization of science-based knowledge https://t.co…",731382 +1,"#G20 leaders must aim to promote peace and increase global cooperation on trade, security, climate change and... https://t.co/zs14HLURRj",400255 +-1,"RT @WalshFreedom: Trump picks someone to head up the EPA who has the nerve to question the veracity of global warming. + +That's just awesome…",607528 +1,isn't it crazy that virtually every dystopian scenario has been explored in film but there are barely any movies about climate change?,455469 +1,RT @ClimateChangRR: Game over? Will global warming be even worse than we think? https://t.co/H8T8xYoLDl https://t.co/h1pe8hD2SJ,398470 +2,"Head of EPA said CO2 was not primary contributor to global warming, a statement at odds with scientific consensus is a thing that happened.",436370 +1,RT @erkkky: wow its almost as if global warming is real https://t.co/SFtphhyFJI,119020 +2,RT @nature_org: World leaders reaffirm their commitment to climate change and the #ParisAgreement. https://t.co/q6dKopWrSo https://t.co/BMp…,51003 +1,"like clean air, clean water, lessening effects of climate change...idiotic https://t.co/i5N7eBtNvu",491207 +1,RT @climatehawk1: Why we are naively optimistic about #climate change | @mgleiser @npr13point7 https://t.co/0mmAh54g51 #globalwarming…,524591 +1,RT @ChristopherNFox: Dear @realDonaldTrump @IvankaTrump - 'Don't listen to the 'ignorant voices' on #climate change' - Dr. Ben Santer https…,837050 +1,Thank u @OFA for inspiring us to organize this great climate change call 2 action forum. #climatechange #action https://t.co/TdwCN54bYI,435114 +2,"Longer heat waves, heavier smog go hand in hand with climate change https://t.co/ZOT665WtMq",18931 +1,RT @UNHumanRights: Main emitters of greenhouse gas must help vulnerable countries like Madagascar avoid worst effects of climate change htt…,349781 +0,All the global warming.,386646 +1,"RT @BernieSanders: The stakes are enormously high. Literally, in terms of climate change, the future of the planet is at stake. https://t.c…",751409 +1,RT @edyong209: How a professional climate change denier discovered the lies and decided to fight for science https://t.co/WFWbcudMRi,516909 +0,W/o climate change legislation military occupation will become more necessary to make hungry people shut up about being hungry #ChevyMalibu,466329 +1,RT @TPM: EPA chief starts an initiative to challenge the near-universal scientific consensus on global warming…,600082 +0,"I began to belive in global warming seeing all the believe in global warming, seeing all the fried brains here on... https://t.co/rVq9u1nEQp",610813 +1,RT BrookingsInst: The weight of new climate change evidence may be hard for Trump & Republicans to ignore … https://t.co/vKXE88fvfd,482522 +2,U.S. Energy Department balks at Trump request for names on climate change https://t.co/nacQFzVAe7 https://t.co/44trjrFvGO,278268 +1,RT @BernieSanders: #ImVotingBecause the future of the planet is at stake. Hillary Clinton will combat climate change. Donald Trump thinks i…,59836 +-1,@PaulineHansonOz @SenatorMRoberts the cost of climate change is minimal compared to your attacks on working pols wages and conditions,959360 +0,"@potus if climate change is a hoax, why did Club Penguin shut down?",113191 +0,HAARP 2015 Reveals climate change https://t.co/2saoWESIU3 via @UnzipW,348235 +1,"#ImVotingBecause women's rights, immigrant rights, equal pay, healthcare, alternative energy, lgbtq rights, climate change #imwithher2016 �",801467 +1,"Great interactive climate change modelling tool. Something all school kids, inc the #45 regime, should try out https://t.co/RpdZdp0IYm",796895 +1,RT @NOAACoral: How does climate change affect #corals & how can you help? This graphic breaks it down: https://t.co/oef2TA18LE…,514312 +2,"RT @MotherJones: In 1991, Shell produced this alarming video warning about climate change dangers https://t.co/UYFXjuQqJV",62251 +1,RT @JacobWhitesides: I think that's global warming not christmas https://t.co/VVAzjVXH6w,721933 +1,RT @SenSanders: We have a president-elect who doesn't believe in climate change. Millions of people are going to have to say: Mr. T…,107825 +1,How do you talk about #climatechange with the people who can help mitigate its effects w/osaying 'climate change'? https://t.co/1ZlDs1Pa9A,19897 +1,RT @BeatrizList: When it's nearly 60 degrees in January but our president doesn't believe in climate change lmao,411577 +1,RT @Darthcoal: global warming is real and super important.,262153 +1,RT @businessinsider: A climate change skeptic is leading Trump's EPA transition — but these charts prove that climate change is very real h…,683735 +1,RT @SikanderFayyaz: A country which Iwo among most threatened by climate change has a minister who has audacity to mock planting trees. htt…,104336 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,492370 +0,RT @Uniocracy: They'll tell you theyre doing it to save you from global warming. Theyre lying https://t.co/PRFpiM7pyj #OpChemtrails,723133 +2,"RT @BNONews: The U.S. will change its course on climate change and will abandon a global pact to cut emissions, a Trump transition official…",506769 +2,Rex Tillerson used fake name 'Wayne Tracker' to discuss climate change at Exxon Mobil https://t.co/8SaFEtixvH via https://t.co/99WwNevpBf,71271 +2,RT @LeoHickman: New Jersey newspaper editorial calls Trump a 'deranged mad man' for attacking climate change funding https://t.co/QKlEsRcLSr,605416 +1,RT @Slate: Trump will be the only world leader to deny climate change: https://t.co/0uCR0DV2jb https://t.co/a1BiBH3wE8,339578 +1,RT @extinctsymbol: The immensity of climate change has sent politicians into a self-destructive state of denial: https://t.co/ag7c3mBNrr,640896 +1,"RT @AntiRacismDay: #StandUpToTrump - worldwide protests tonight against racism, sexism, climate change denial... London 5pm US Embassy http…",30818 +2,RT @PDChina: City in #China plans to build Asia’s first Vertical Forest towers to tackle climate change & pollution…,123642 +1,.@theAGU to Pruitt: 'increasing atm. concentrations of CO2...is the dominant source of [current] climate change' https://t.co/29g5Lg15hD,852386 +-1,"RT @jeffswarens: Nope. + +Climate change is real and naturally occuring. + +Man made climate change is a joke. https://t.co/jqOIQVqXzq",155015 +0,RT @KKelseyBITCHH_: Polar bears for global warming https://t.co/8JsbiG0TfP,578979 +0,RT @RichardG1022: .@WingsScotland @IL0VEthe80s due to climate change we no longer see roaming AT-ATs anymore ... sad 🙁,894040 +1,RT @sixfootmonkey: Literally not a single other issue matters if we mess up climate change. Hey @JuddApatow hey @MotherJones help https://t…,845999 +1,@Commodity52now @albertacantwait @djmcanuck no he's a centrist as well as a pragmatist. Don't worry he believes in global warming,683423 +1,"@FoxNews @johnpodesta Absolutely, agree. Science-based, climate change is real!",765038 +-1,RT @RyanMaue: Those people losing sleep due to climate change are murdering each other at night. Crime skyrockets. https://t.co/1h2DWEvAhW,332870 +1,RT @GiroPositivo: immediate most effective individual action to reverse climate change? 'change your diet' #GidonEshel…,551115 +-1,RT @seanhannity: NEXT Bill Cunningham and @MonicaCrowley weigh in on the left and media talking about “fake news” and climate change #Hann…,654318 +2,RT @blkahn: This is how climate change is influencing the current Arctic warm spell https://t.co/qP4hA6c6jA https://t.co/MRTW5xeAeC,701094 +2,RT @BBCScienceNews: Obama administration gives $500m to UN climate change fund https://t.co/uYdqBxZ3EP,423124 +2,RT @CNNSitRoom: .@BernieSanders says it's 'pathetic' EPA chief thinks carbon dioxide not 'primary contributor' to climate change…,735057 +0,@LBC climate change protesters are causing traffic chaos and causing car journeys to take longer? Isn't this causing more pollution? Ironic,914655 +2,"RT @mcspocky: As ice melts and temperatures rise, Alaska fights to stave off climate change https://t.co/dr9PA1EV6m https://t.co/t2PPF1yyGl",458267 +0,"I love @PhilMurphyNJ's stances, especially on education and climate change!",123094 +1,The weather outside is frightful thanks to climate change and the polar vortex #Science https://t.co/IU98w3upO3,966329 +1,Why humans are so bad at thinking about climate change https://t.co/W6hwHc8BLp via @YouTube,716816 +1,"When they say 'I'm a climate change denier,' what they're really saying is 'I don't give a shit about our planet.'",149216 +2,"RT @9to5mac: Lisa Jackson talks climate change, Apple’s lofty mining goal, and more in new interview https://t.co/mn3XnJFPJi https://t.co/1…",201472 +1,Not only does this affect so many people but also the planet! This is a man who doesnt believe global warming exists!!!,103311 +-1,RT @worldnetdaily: Sorry global warming liars... Arctic sea ice today is about the same thickness as it was 75 years ago. https://t.co/Br60…,857394 +2,Cities best armed to fight #climate change: UN climate chief: Reuters https://t.co/ROliehTxOu #environment More: https://t.co/GO4ceKll1g,88866 +1,"Was having a nice convo w my mom until she claimed climate change as bullshit, have a nice night deb",891268 +1,RT @KamalaHarris: Taking bold action on climate change can improve our economy & our air quality. That’s why as AG I defended the Clean Pow…,760013 +2,"At G-20, world aligns against Trump policies ranging from free trade to climate change https://t.co/BNWjAJq4W8",855499 +1,RT @CFigueres: Thanks @MichaelEMann for reminding us that 2020 is the turning point on climate change. https://t.co/t6GT0loHgM,288009 +1,RT @SpiloveD: Heat index will likely reach 105 today. But global warming isn't real. #AlternativeFacts #Impeach45 #RESIST #notoverjustbegun,345739 +0,Join us Friday to discuss #Christian viewpoints on issues such as global warming! #PureTalk brought to you by… https://t.co/syIOb2TLOQ,352096 +0,@femmetron9000 idk all I know is that climate change........girl......,840763 +1,"RT @ManMet80: #ImWithHer @HillaryClinton because we are #StrongerTogether + +☀ï¸fight climate change +💃ðŸ½women's rights +ðŸ‘ðŸ½gunsense +🇺🇸Veterans…",728100 +0,RT @Gr8Dec_at_Woo: We are excited to welcome filmmaker Jared Scott! Join us on Thursday (2/9) to screen his film about climate change 'Age…,290826 +-1,"RT @Dork_Power: #IfOnlyTheEarthCouldSpeak, it would tell everyone climate change has been occurring since Earth: Day 1.",674799 +0,RT @CommonWhiteGrls: if global warming doesn't exist then why is club penguin shutting down,172797 +-1,"RT @SteveSGoddard: If you follow me on twitter and read my blog, you know that catastrophic global warming is the biggest scam in science h…",512616 +1,"@CNN wow- don't know what's scarier - that this place exists at all, or that it had a water breach due to climate change.",813586 +2,Paris Discord: Is Trump unravelling the climate change agreement? - https://t.co/w3GBDOzfAo https://t.co/i3Fom9lyTM,775485 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,202174 +1,Six irrefutable pieces of evidence that prove climate change is real https://t.co/SFmSVJCTHZ #education,443415 +1,"There was a thunderstorm yesterday...in February, and people are still questioning whether or not global warming is an actual thing?",558036 +0,@Alexis_Mcginnis global warming,719192 +1,Tell your Members of Congress: Condemn Trump. Say that Harvey is a climate change disaster. https://t.co/FlSpuoYpGD,697916 +1,RT @greenbeltnagger: .@CPRESurrey 'Continuing to live by the old delusions will only worsen the damage of climate change'. Does…,790311 +2,#CLIMATE #p2 RT Pizzly or grolar bear: grizzly-polar hybrid is a new result of climate change… https://t.co/dMpQYKfn1R,326829 +0,"RT @hrtbps: 'How can there be global warming,' pondered @RogerHelmerMEP, 'if it's cold outside? Cold is the opposite of warm. That's scienc…",577665 +1,Can you #showthelove for where you walk? Find out how you can help protect the world from climate change.… https://t.co/dg6zUHYezD,865305 +1,70 degrees out bc global warming 🙄🙄,988013 +2,CalPERS plans 17 climate change proxy efforts this year - Reuters https://t.co/MIq8i1h6JK,648678 +1,"♥The Taiwan government should apologize to the whole world, making air pollution caused the global warming. + +https://t.co/FsXnyOQb1m",373808 +1,"RT @StrongerStabler: Andrea Leadsom is BatShit crazy yet responsible for climate change, air quality & #fracking. We need better.…",462588 +2,"The curious disappearance of climate change, from Brexit to Berlin | Andrew Simms https://t.co/3N1piPV4Ft",388170 +2,"RT TFTCS 'RT BloombergTV 'Exxon spent 40 years undermining public concern over climate change, Harvard researc… https://t.co/aWMZVsX1Pd''",289878 +0,RT @rjgeller: 米国政府はある研究者に連絡して、申請書のアブストラクトに「climate change」(気候変動)との表現を削除しないと予算を貰えない、と通知した。スタリん時代のソ連や毛沢東の文化大革命並のサイエンスに政治的介入だ。どうなる米国…,185300 +1,RT @_Rysosceles: There's really people who don't believe in climate change lollll,196339 +-1,RT @1RossGittins: Climate change? What climate change? https://t.co/6bBowIUxaQ #climatechange #ausecon #ausbiz #auspol,421349 +0,Who's coming out to see me perform @ Hakkasan tonight for my 'I love global warming' tour?,561387 +2,"Wynne to focus on climate change after 2015's hydro, teacher battles #HydroOne https://t.co/zHg203Ke0o https://t.co/dUseD4amno",872547 +1,RT @HANAtruly: i don't want a president that doesn't believe in global warming or women's rights. i don't want a racist president. i can't…,760445 +1,RT @GaryRayBetz: '80% of Georgia's peach crop wiped out by global climate change' #gapol #GlobalWarming #ClimateChange #Dunwoody #UGA https…,63522 +1,RT @KamalaHarris: This is absurd. Denying causes of global warming will hurt our nation and our planet in the long-run. https://t.co/GpNL6a…,38803 +0,G20 rolls back on free trade & climate change after US pressure https://t.co/IvknPt6AY8 + import restrictions for booze etc after brexit,636158 +2,Octopus in the parking garage is climate change’s canary in the coal mine https://t.co/tYDupnmdFO,126698 +1,RT @newscientist: Most people don’t know climate change is entirely human-made https://t.co/RpH5ZVhO3n https://t.co/pLdIREnLoU,844585 +1,"RT @greencatherine: Govt is 'reckless and irresponsible 'on climate change, Green Party commits to leadership in Govt on this fundamental i…",275711 +1,RT @mishacollins: Good point! @realdonaldtrump IS the candidate who might end global warming by bringing us nuclear winter. DON'T BE…,580117 +1,RT @SenSanders: We have a president-elect who doesn’t believe in climate change. That’s frightening for this country and the world.,489969 +0,"Watching a movie in class about climate change, can't tell what's more interesting the glaciers melting or @LeoDiCaprio's face. ðŸ˜",640408 +1,"RT @UN: 'No country, however resourceful or powerful, is immune from the impacts of climate change.' Ban Ki-moon at #COP22…",776709 +0,RT @ThatDudeMCFLY: 'climate change isnt real' https://t.co/bmVlZIWe1X,971450 +1,"@realDonaldTrump another example of how climate change is affecting our world. Mass extinction is real & scary. #fb + +https://t.co/mBu2SM7QSn",231564 +1,RT @veganfuture: Meat industry's devastating role in climate change highlighted in new Leonardo DiCaprio film https://t.co/gSdc3PDOxJ https…,427292 +0,"RT @Peston: Is anyone going to defend Trump withdrawal from Paris Accord on climate change? Ah yes, @paulnuttallukip",348064 +2,RT @dcexaminer: White House attacks New York Times for publishing draft government report on climate change https://t.co/NP7ACI0qgF https:/…,244820 +1,"RT @KamalaHarris: They can deny it all they want, but climate change exists — and it's up to all of us to address it. https://t.co/3LrRYzUD…",450513 +1,RT @guardianeco: Malcolm Turnbull must address the health risks of climate change | Michael Marmot https://t.co/cBr1Sk3QtK,128758 +1,"RT @Lad87Red: Except climate change, equal rights for women & minorities, the Syria crisis, keeping NATO intact, helping the 3rd…",400983 +2,We are not well prepared': An expert's view of climate change and the next big storm https://t.co/s4Ah3tFiII #news… https://t.co/wLHqTWoZxT,482982 +0,#implications of climate change pre workout energy drink recipe,870237 +2,RT @Earthjustice: All references to climate change have been deleted from the White House website https://t.co/VBCajfjOja,959314 +1,RT @Left_of_Texas: Fiji invites Donald Trump to come and see climate change is not a hoax https://t.co/ke0hR12tc4 via @IndianExpress,667163 +0,Niggas asked what my inspiration was. I told em global warming,310429 +1,The U.S. could learn from China about climate change policy | Opinion https://t.co/1bM4Vb4W7Q,141882 +0,"@ChelseaClinton You mean climate change? Climate change, climate change, climate change. I will use it as much as I can. Climate change!",631468 +1,RT @PeterGleick: Every major scientific society & national academy acknowledges humans are causing #climate change. Here's a new lis…,131127 +2,RT @Trumpwall2016: How can we trust global warming scientists asks David Rose https://t.co/tOqVgUKLOw via @MailOnline,460401 +0,@NicolaSturgeon you fly 6000 miles.no doubt 1st class at taxpayers expense to talk about climate change! >>irony klaxon������,898987 +-1,RT @DineshDSouza: The Democrats--with time on their hands--are working on some amazing ideas to end climate change on Mars https://t.co/O20…,595020 +1,@jayne_thom @HambuloN @BrianChisanga6 @brian_mulenga @CardinalH The ability of SSA to tackle climate change will depend on skills & training,764390 +1,RT @LisaBloom: We will be the only developed nation in the world led by a climate change denier. https://t.co/tR1DclGWEz,352979 +0,@RobertIger @elonmusk Not exactly You resigned because you wouldn't be benefitting from climate change agenda. You… https://t.co/g9W8lIngRp,160054 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,502536 +-1,@curryja @ClimateRealists @indiatimes Don't you know climate change causes everything including acne. Biggest scam ever.,16867 +2,RT @thehill: Energy Dept. tells employees to stop using the phrase 'climate change': report https://t.co/rJj1HYvMY5 https://t.co/8H8O1qhunM,799679 +1,RT @Alyssa_Milano: Trump's head of Environmental Protection Agency falsely claims CO2 is not primary contributor to climate change https://…,212951 +2,Government scientist claims retaliation for speaking out about climate change https://t.co/Cjll3XOIgE,301321 +1,"@thehill wait...it seems as if he at least he BELIEVES in the idea of global warming as a problem, I think that's the first step in rehab",252763 +-1,@stevetelfer @GigaLiving @JamesDelingpole @PaddyBriggs can't wait to see BBC in emotional meltdown when he tears climate change treaties up!,320543 +2,RT @voxdotcom: Trump took down the White House climate change page — and put up a pledge to drill lots of oil https://t.co/hsk5iViSLc,221402 +2,RT @GlobalVillageSp: Thanks to climate change bread is less tasty https://t.co/9rNKw6xQ15 via @GlobalVillageSp,43611 +2,RT @guardianeco: Antarctic study examines impact of aerosol particles on climate change https://t.co/TcU3TUgEkg,285169 +1,RT @DavidCornDC: Why did @tomfriedman fall for @realDonaldTrump's bogus rhetoric about climate change? Look who's on the transition team. C…,762835 +2,"Scientists gather to discuss whether humanity should dim the sky to stop global warming, @yayitsrob reports: https://t.co/KuuPzzlVsC",208561 +1,RT @highlyanne: Teaching climate change this week. Here's a reminder of where we are today: https://t.co/7ibm7ZNjIY @Keeling_curve https://…,491146 +-1,@missLtoe @adtea @HuffPostGreen I thought global warming would kill all PB https://t.co/13XTbseitW,770008 +1,RT @PodSaveAmerica: On the pod: @KHayhoe joins to discuss just how screwed we are when it comes to climate change. Look for it here:…,368869 +2,RT @Independent: Elon Musk thinks Donald Trump is going to be good for climate change https://t.co/YwfrEKCdmT,830188 +1,"RT @Mikel_Jollett: “I don’t believe the science on climate change,” typed the man on the screen of a tiny supercomputer built by believing…",805324 +1,"RT @democraticbear: For those who don't believe in global warming, start looking at reality before it is too late. https://t.co/01GnqPsrHs",475088 +1,"RT @rickspence: Nixon signed Clean Air Act, 1970. +Reagan admin first to identify climate change as a problem. +Trump guts EPA budget…",584426 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,265556 +1,"@GadSaad https://t.co/n2mPqWLsW8 +A clear act of global warming, see how global warming affects everyone.",159658 +0,#IGES exchanged the views on climate change policy with #Tsinghua Unveristy. IGES and Tsinghua started the research… https://t.co/Pxs4RDQEHN,659709 +0,I'm with u on this. Although the dems should consider filibuster in him on climate change. https://t.co/wGN64JROSZ,932026 +1,"RT @annayvettemusic: If you're a climate change denier, you're a fucking parasite. Global warming is real, we are literally killing the pla…",352149 +1,RT @JohnFugelsang: & Donald Trump wants you know this proves NASA's part of that whole Chinese climate change hoax. https://t.co/Mc7346asP1,768514 +1,Developing countries most vulnerable to climate change. Need to invest in risk mitigation & prevention. Insurance plays big part. #IISforum,299700 +1,RT @cats520: The animal ag industry is the highest contributor to climate change but they put out ads like CHANGE UR LIGHTBULBS IT'S UR FAU…,388520 +1,"RT @weatherchannel: The new EPA Administrator states he does not believe that CO2 is the leading cause of global warming, but science p…",553829 +1,Technology is an opportunity for climate change adaptation. @StephenHilton #wczujmysiewklimat @44mpaPL @BristolFutures,561046 +1,Karolina Skog: We need to include the oceans in the work against climate change! #saveourocean #Agenda2030 https://t.co/ZFkmw5VbHz,953326 +1,"RT @James_BG: Just in case you were in any doubt, @UNEP confirms we're not doing enough to tackle climate change https://t.co/V0UFhdfVOn",429281 +1,"RT @greensjeremy: With their livelihoods vulnerable, farmers demand the Coalition government does more on climate change https://t.co/qiROa…",287587 +2,"China's coastal sea levels rise to record high, experts blame climate change https://t.co/k5LUYqyDi5",959142 +-1,RT @JunkScience: We don't 'believe' in gravity. It is a predictable force.... in contrast to climate change which is not predictable…,598836 +0,“At the Intersection of Politics and Eventsâ€ -- Marine Corps U Journal publishes special issue on #climate change… https://t.co/mnofJtrtXk,838958 +2,Water management at the heart of COP22 climate change discussions https://t.co/KA0sqelq4U,687701 +1,The world is waking up -- let's spark a massive movement to stop climate change. Join me and support @350 https://t.co/Qb5YZERBCg,690597 +1,"RT @1followernodad: ok a climate change denier heading the EPA is AWFUL, but what's that shade of lip stain my dude https://t.co/w8BKE4wZ3s",702156 +-1,RT @theblaze: Liberals have epic meltdown after NYT columnist suggests science behind climate change isn’t certain…,922544 +1,"RT @jaggi411: @arjunrammeghwal @FinMinIndia Sir,too much pollution and climate change is going on.Renewable sector needs governme… ",627098 +1,RT @tigranhaas: Top 10 ways you can stop climate change https://t.co/YLtx2cqPHT via @DavidSuzukiFDN @LeoDiCaprio @algore @EPA @BiophilicCit…,394428 +0,Of course the hurricanes and wildfires afflicting the US are not down to climate change. Any fool knows they're god's punishment for Trump.,471156 +1,RT @LeadingWPassion: 'It does not cost more to deal with climate change. It costs more to ignore it'. ~ John Kerry #GCCThinkActTank…,40409 +1,wait r people rlly out here thinking global warming doesnt exist,607012 +1,"RT @ret_ward: Apparently, being a climate-change-denying blog commenter makes you an expert on climate change https://t.co/oWUoGgiHDI",902494 +1,"RT @CraigCons: Preparing for President Trump: +1) Nuclear proliferation +2) Denial of climate change +3) White supremacy +Reckless. Careless.…",69439 +0,"RT @SteveSGoddard: 'Despite high profile preaching by Pope Francis, only 36 percent of Americans see global warming as a moral issue'",704429 +1,This is the climate change crisis of public (read: GLOBAL) health. AKA people aren't freaking out nearly enough. https://t.co/fdo7FnjevW,950322 +2,RT @thehill: EPA chief refuses to say whether Trump believes in climate change https://t.co/my8swWjFJU https://t.co/ZclxTtL9yu,337667 +1,RT @AlexDavidRogers: Arctic ice melt could trigger uncontrollable climate change at global level - but of course it's just weather.... http…,245360 +2,More winter-time haze in Beijing with global warming https://t.co/eRjWXPOGMt,671834 +1,Talk about climate change! https://t.co/H2xHYcgcJI,982552 +1,Higher methane levels make fight against global warming more difficult | Methane levels ha… https://t.co/iVvVDKh1ra https://t.co/F307YBIhjS,353529 +1,RT @ClimateCentral: Here's how climate change could flood cities (and states) as the world warms https://t.co/fTjh4AlGlK https://t.co/RVqNW…,49629 +1,RT @AstroKatie: Unexpectedly apocalyptic climate change and Trump's victory are not unrelated topics. https://t.co/1kccgBU0lT,81543 +1,RT @RealKidPoker: To any/all millennials who care about climate change but didn't vote cause 'they both suck' I hope you understand what yo…,596663 +1,RT @afreedma: BIG: SecDef Mattis understands climate change risks far more than the head of the EPA. https://t.co/aq94bUVR3o via @Revkin,671985 +1,"RT @NatGeoChannel: Watch #BeforeTheFlood right here, as @LeoDiCaprio travels the world to tackle climate change https://t.co/LkDehj3tNn htt…",131407 +1,RT @washingtonpost: Al Gore thought Trump 'might come to his senses' on climate change. Nope. https://t.co/shURVtL4Vz,346903 +1,RT @NastyWomenofNPS: Ppl You Didn't Know Were Scientists: Pope Francis was a Chemical Technician & believes in manmade climate change.…,118857 +1,RT @annakhachiyan: The shittiest thing about climate change is that animals will go extinct before humans,945282 +1,RT @BernieSanders: #ImVotingBecause the future of the planet is at stake. Hillary Clinton will combat climate change. Donald Trump thinks i…,892428 +-1,"RT @2ANow: The Science Is Settled LIARS +World leaders duped by manipulated global warming data https://t.co/zbjkwtyl4O via… ",934068 +1,"RT @narendramodi: Also addressed the 2nd session, which was on sustainable development, climate change & energy. https://t.co/rgfNyLmXQI",808472 +2,How algae could make global warming worse https://t.co/zeAIN4pjb0 https://t.co/F8WqEpFfaA,374023 +0,"Except this one chick who's watching that Leonardo DiCaprio documentary about climate change. +#Boo #NoChicagoPride #ScienceIsBad",124299 +2,Trump's Secretary of State refuses UN request to attend climate change meeting https://t.co/xSrP87pfAF,85554 +2,"RT @altUSEPA: State dept reduces world projection of US soft power. Sweeps up special climate change envoy in process. +https://t.co/BPnqW75…",555898 +2,"RT @latimes: California targets cow gas, belching and manure as part of global warming fight https://t.co/8vHuraJI5v https://t.co/V8nsr3kzJ4",282568 +2,"Polar bears will struggle to survive if climate change continues, according to a... https://t.co/NSQbdZ82T5 by #dachanazoa via @c0nvey",284710 +1,"RT @joshbloch: You know things are bad when Exxon Mobil (!) urges US gov't to do the right thing on climate change/carbon emissions +https:/…",49594 +1,RT @SethMacFarlane: HRC proposes installing half a billion solar panels by the end of her first term. Trump thinks climate change is a hoax…,143384 +1,We must prepare for climate change #qanda,898723 +2,EPA chief Scott Pruitt says carbon dioxide is not a primary contributor to global warming https://t.co/RXTeZZWGdh,918143 +1,"RT @alishafulton0: 'Disagreeing' with global warming is like disagreeing that the sky is blue, water is wet and that humans need to breathe…",56142 +-1,"For all those climate change fanatics, you have lost all credibility. https://t.co/lDGIu2z1Uq",141059 +2,RT @MaryGPowell: General Electric's CEO takes aim at President Trump's approach to climate change https://t.co/a0TFwUmZFl,698088 +1,RT @bloosamis: who wants to solve climate change with me on thursday,564084 +1,RT @WhiteHouse: 'We've proven that you can grow the economy and reduce the carbon emissions that cause climate change' —@POTUS https://t.co…,833658 +2,RT @thehill: Sierra Club calls for investigation of EPA head over climate change comments https://t.co/wt8xiJI3V1 https://t.co/H3NItP4eQF,86301 +2,RT @GeoffLalonde: Wisconsin agency bans mention of climate change https://t.co/nDQAfQzza5 via @msnbc,606569 +1,".@EdWGillespie says he'll tackle 'sea-level rise' in @RalphNortham's Tidewater, w/o mentioning climate change https://t.co/j08vz4LFLa #VAgov",575245 +1,"@piersmorgan @GMB wow, wait a minute! Look at all the pro Trump climate change deniers that follow you! Some disrespectful comments here.",538255 +1,RT @CNN: No snow where there should be. Bleached anemones. Cracks in the ice. This is what climate change looks like:…,236672 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,414482 +1,RT @Peters_Glen: Value choices have a strong effect on the attribution of historical contributions to global warming…,996751 +1,"RT @colbertlateshow: Tonight! If EPA head Scott Pruitt is unsure about the causes of climate change, maybe he should consult his own age…",338813 +1,"But ALLLLLL mean, global warming is the real. �� https://t.co/v45A4A7ITx",206608 +2,Scientists: Strong evidence that human-caused climate change intensified 2015 heat waves https://t.co/GjPSorxZC5 via @NOAAComms,985620 +2,China blames climate change for record sea levels https://t.co/4SWSisjGNQ,809486 +1,RT @carlhancock: 6/ The concept of how CO2 can contribute to global warming is not complex. It’s quite simple And has been understood sinc…,237613 +-1,There has been no statistically significant global warming in about 17 years. #climate,8864 +-1,RT @Stevenwhirsch99: Remember when Al Gore predicted the ice caps would melt by 2014? Man has nothing to do with climate change. It's a…,700453 +1,RT @foe_us: 'USDA can't help farmers cope with effects of climate change if the agency's head of science doesn’t believe in it' https://t.c…,826213 +2,"Next US Govt 'dare not avoid' climate change, John Kerry says https://t.co/FlCMsI1UzX",151148 +2,"RT @ABCWorldNews: Sec. of State Rex Tillerson used alias account in some climate change emails during tenure at Exxon, prosecutors sa…",502986 +1,Trump's positions on climate change arguably the scariest part of his victory https://t.co/uRRPhCfOm8,640568 +1,Is this the climate change stat that will wake people up? https://t.co/o5ZgAylivg,309871 +1,"@_s_clark Not environmentalism per se, but definitely the climate change/global warming part of it. People like the environment. Really.",534347 +1,"RT @SenSanders: When it comes to issues of national security, we need to be putting climate change at or near the top of the list.",117205 +1,RT @numetroloch: #TeamSmurfs needs your help to combat climate change. Visit https://t.co/xQbYHnzl1u and get tips on how you can tak…,104226 +2,"#news Climate talks: 'Save us' from global warming, US urged https://t.co/fLcoSPz48v",380217 +-1,RT @derekahunter: Now they make 100 year predictions of doom & gloom for climate change because no one will be around to call BS when it do…,209291 +-1,RT @paulbenedict7: @Rubysayzz @theblaze People believing global warming & Darwin will believe anything. Sad when an enemy makes more s…,570157 +-1,"Man Made Global Warming is a lie, just like talking animals. 'Meltdown' is about global warming, but that's shit and ignored, like StarTrekV",210025 +1,RT @ClimateStore: US business schools failing on climate change https://t.co/MBQhrNkZmM via @ConversationUS,54139 +0,RT @IrjaIda: Today 'Adaptations to global climate change' symposium at #eseb2017 Program here: https://t.co/wp6JYBmlLU @Lancaster_LT @Fredr…,118669 +2,RT @jaketapper: EPA chief: Carbon dioxide not 'primary contributor' to climate change (leading scientists say he's wrong) https://t.co/y657…,245590 +1,RT @Independent: The proof that something terrifying really is happening with climate change https://t.co/fle5ks3xm9,621195 +1,@realDonaldTrump @SebGorka Economic alt nationalism - to keep the oceans rising & temps elevated - climate change i… https://t.co/glBpXcWO1f,764754 +0,I know that climate change is within.,48543 +0,The weird part about @BillNye new Netflix snow is everyone who's watching already believes climate change is an issue,409754 +2,Trump budget would gut EPA programs tackling climate change and pollution https://t.co/zBHtNuLK9n https://t.co/mJDRHknBVi,261577 +1,New research points out that climate change will increase fire activity in Mediterranean Europe … https://t.co/9Ah0Db9B0P,651739 +1,RT @blkahn: These posters update classic national park scenes to show what climate change could mean for iconic landscapes…,817445 +1,"RT @DrCraigEmerson: It's against our nation's interests for Labor MPs to criticise a man for his sexist, racist, bigoted, climate change de…",145817 +1,RT @BernieSanders: #ImVotingBecause the future of the planet is at stake. Hillary Clinton will combat climate change. Donald Trump thinks i…,510353 +1,"RT @claredemerse: For those concerned that climate action is too expensive, our new op-ed looks at the cost of climate change itself: http…",513912 +1,RT @AstroKatie: Now would be a great time for the rest of the world to find ways to pressure the US on climate change and human rights.,153311 +2,"RT @RolienSasse: Dutch Chief of Defense: 'I see climate change as a security game changer, posing a serious security risk' #PSC2016",937307 +0,Stephen Hawking: 'I may not be welcome' in Trump's America @CNN https://t.co/qJzRTBTpPC No climate change action equals not feeling welcome?,159623 +1,"For anyone who cares about climate change: online strategy session, 7 p.m. tonight via @350 #nonprofit https://t.co/SiguHhQW5s",42385 +0,@RealBobMortimer I blame global warming :s,502842 +1,#Google climateprogress: RT thinkprogress: Yet another Trump advisor is clueless on climate change https://t.co/tBYMpV0BT0,640254 +1,RT @eva_darkk: The perfect solution to the public transport shortage and global warming? #cars #climatechange #globalwarming…,708843 +0,RT @JimmyKulaga: How do hurricanes justify climate change exactly,353018 +2,RT @novapbs: Few issues are as contentious as climate change. But does it have to be that way? https://t.co/vea5PbOSQH #NOVAnext,191309 +1,"RT @zachjgreen: Trump's +–EPA pick denies climate change +–DOJ pick opposes voting rights +–Edu pick derides public schools +–HHS pick wants Me…",411672 +1,RT @PopSci: Late-night comics could have a real impact on climate change denial https://t.co/otHzFnsPSI https://t.co/EOrOkiCZy7,231213 +1,@NewDay EPA Pruitt lied to congress about climate change. Sessions lied about meeting with Russia. America is being taken apart from inside,605841 +0,Lowkey not complaining about global warming ☀ï¸ðŸ¹,570210 +2,RT Trump picked a climate change skeptic to head his EPA transition team. https://t.co/AKpjlSYi3r #f4f #tfb,617522 +1,RT @yannickunwomen: Few years ago women and climate change did not exist in the same sentence. Today it is self-evident. #GenderDay at @COP…,821054 +1,RT @mmfa: Bernie Sanders slams corporate media for failing to properly cover key election issues like climate change: https://t.co/aQMcbAOM…,651291 +2,Scientists say climate change is causing reindeer in the Arctic to shrink - The Week Magazine https://t.co/QENAuCEpap,300732 +1,I pledge to urge U.S. leaders to maintain our momentum in the fight against global warming... https://t.co/OLqmY6uOHT #globalcitizen,13566 +0,RT @lkimsht: kim myungsoo the number one cause of global warming 🔥🔥🔥 https://t.co/NKv3j56jUh,843687 +1,"RT @SenSanders: On virtually every major issue — raising the minimum wage, climate change, pay equity for women — we are the majority",518883 +1,"@MihirBijur those days food was aplenty. No climate change, no drought/famine. Farmers weren't committing suicide",215817 +1,RT @JarniBlakkarly: The govt has 'abandoned all pretence of taking global warming seriously' - member of Climate Change Authority quits…,985404 +1,"RT @AssaadRazzouk: In the new new world, China lectures the United States about climate change and the importance of cooperation betwe…",406145 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,69618 +1,"Meet Godfrey he think that if it snows in Turkey climate change is a myth +Godfrey is a #ukip bod .. this explains… https://t.co/5dHVBrQNAc",702206 +2,The great cost of averting climate change https://t.co/hkxXAVctlG By IVO VEGTER @IvoVegter,94765 +1,RT @savmontano: Our president doesn't believe in global warming so we're all doomed regardless,169280 +2,RT @Independent: Theresa May's new DUP friends are climate change deniers like Trump https://t.co/9rOdiHqYjH,266719 +1,Farmers can profit economically and politically by addressing climate change https://t.co/6PuZjbcJQQ,396413 +1,RT @NYCMayor: This city has seen the destructive power of climate change. That's why we're committing to the #ParisAgreement. https://t.co/…,814264 +1,"RT @OmanReagan: The world is already full of climate change refugees, we just don't often describe them accurately. It's a planetary crisis.",840074 +1,@cathmckenna 2. Ostriches don't really do that but climate change deniers do.,120777 +1,RT @FCM_DCausley: @doniveson speaks to the rise in importance of cities and partnership to address climate change @COP22…,521032 +2,"Now under attack, EPA’s work on climate change has been going on for decades +https://t.co/xewKVCms2Q",16095 +1,"Saw great talk about how 40 years of studying arctic lakes has given speaker irrefutable evidence of global warming +https://t.co/vYbFHHJoHV",763879 +1,RT @MelissaJPeltier: In case you forgot about that 'Chinese Hoax' global warming: https://t.co/FjrMDMhvs1 #climatechange,587737 +1,RT @andre_spicer: The mechanisms of climate change were known to the citizens of Warkworth in New Zealand over a century ago https://t.co/K…,28144 +2,RT @voxdotcom: Slowing down climate change isn't about “saving the planet.” It's about us. https://t.co/67S1Ii4N4V,161668 +-1,RT @ChrisIsTheSaint: @SupaBudda @xKidxGuccix Cause climate change is just as retarded as his 'music'... 'Yeah' *Uzi's gay ass voice*,162306 +0,Harry is trying to come up with a chorus about the dangers of global warming shortly,326115 +2,Head of U.S. Environmental Protection Agency doubts carbon dioxide’s role in global warming https://t.co/iV6rzR2ola via @nationalpost,493675 +1,"Help, Al, help!! --Al Gore reaches out to work with Donald Trump on climate change https://t.co/9qzgAOMlOv",504084 +1,A this week NYT opinion section published climate change denying and sort of endorsement for an antisemitic fascist… https://t.co/sI2Ui6JQfj,111883 +1,RT @staffo_sez: Credit where due as @couriermail gets semi-serious about Barrier Reef bleaching and (shock) link to climate change https://…,855713 +2,Pope urges world leaders not to hobble climate change pact #climatechange,289664 +1,RT @philosophybites: Is today's climate change denialism the equivalent of Fascist book-burning? https://t.co/zdzIH7z91i … @aeonmag,762261 +1,Pika are climate change indicator species - learn more at https://t.co/oHar2GwcOz https://t.co/qwvLFmWnDW,209626 +0,@melanie22314 @JeniferStevens @latimes Even if every nation in world adheres to its climate change commitments by 2030 the only difference,709291 +-1,"RT @mmccdenier: Trump has the shovel now, and it's time to bury the pseudoscience of climate change... https://t.co/B9IYEAvxlW",610096 +-1,"RT @BienMart: Turnbul is not a scientist, worse, he believe scientist who are paid to lie about 'global warming' it is good for b…",552015 +1,"RT @altUSEPA: More climate change denial propaganda forthcoming. Stick to the science. It's not 'stupid' .. it's just 'wrong.' +https://t.co…",526628 +0,RT @AMarchettiT: Che non lo sappia #Trump ... The new Captain Planet? Bill Gates starts $1B fund on climate change https://t.co/QaboTnx9Hc…,397114 +1,.@AunieLindenberg @realtalk995 good thing global warming is Chinese hoax or we'd be in real trouble!,538382 +1,RT @sevmirzag: But 'climate change isn't real'. Disgusting. https://t.co/EuPi453QoJ,669427 +2,RT @politico: 'This is just nuts': Critics pound EPA Administrator Scott Pruitt after he disputes human role in climate change…,281099 +1,RT @BernieSanders: #ImVotingBecause the future of the planet is at stake. Hillary Clinton will combat climate change. Donald Trump thinks i…,438745 +2,#concierge #conciergeservices #malta #lifestylemanager @Independent: The climate change lawsuit that could change… https://t.co/2MkMboCl6k,253720 +1,RT @Dex300Mike: @TurnbullMalcolm Yes @TurnbullMalcolm it is called climate change? What are you doing about it?,726751 +2,Donald Trump accused of ignoring scientific evidence of climate change by George W Bush's environment chief https://t.co/dS4NNAoGaP,944752 +2,RT @thehill: Lawmakers move to protect funding for climate change research https://t.co/sHasa0uw1R https://t.co/EIEq4PH6Na,171444 +2,"RT @sciam: For the third year in a row, the carbon dioxide emissions that drive climate change worldwide have been level. https://t.co/FVix…",418438 +2,"RT @IBTimes: You can now look at how climate change has changed the earth, all thanks to NASA https://t.co/2V6bpR3wLq https://t.co/m6QGutwl…",435427 +0,@greggutfeld @oreillyfactor We appreciate you risking your life in the global warming blizzard,655506 +0,John E. Doyle: Consensus about humans' impact on global warming https://t.co/d8CPxl6qc6,978417 +0,Stop global warming so they can film the next season of Game of Thrones,733351 +2,DNR removes wording saying humans cause climate change - WEAU https://t.co/g6PM21Ckwg,162516 +2,"On climate change, Scott Pruitt causes an uproar - and contradicts the EPA’s own website https://t.co/SPCzMZJAlQ",70944 +1,The upside of catastrophic climate change. https://t.co/hnZe3xYs2t,364244 +1,What magic! Human ingenuity at its best. It shows that we can beat climate change with behavioral changes & the use… https://t.co/ubFznjW8gv,511782 +1,RT @BernieSanders: 'The concept of global warming was created by and for the Chinese in order to make U.S. manufacturing non-competiti…,592531 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,675893 +0,"RT @ULTRAVlOLENCE: Interviewer: 'What do you think about global warming?' +Melania Trump: 'Hello... He's kind he's strong, he's a great... c…",582670 +1,"RT @thecultureofme: hates muslims +hates women +hates POC +hates LGBTQ +hates disabled +doesn’t believe in climate change +leads in polls",98325 +2,Netherlands bets €1m on global #climate #adaptation centre | Climate Home - climate change news https://t.co/2x7LuASx5e,321570 +1,"@FeyNudibranch Thankfully we’re not spending dollars on insignificant problems like poverty, hunger and climate change….",343382 +1,RT @AGSchneiderman: We can no longer afford to respond to the threat of climate change with denials or obstruction—especially at the highes…,707935 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,962167 +1,RT @USATODAY: This year's unusual warmth is part of long-term trend due to man-made global warming. https://t.co/GRHVGDd6vw,867174 +1,RT @SenatorHassan: .@AAAS says: global climate change caused by human activities is occurring now & it's a growing threat to society. https…,874072 +0,RT @crossconway6: If global warming doesn't exist then why is Club Penguin shutting down?? Stay woke,362956 +1,"RT @RichardDawkins: Yes, climate change is real. And, yes, humans are responsible. But don’t worry, God will intervene (Congressman): http…",705222 +2,"RT @Alex_Verbeek: North Pole above freezing in sign of 'sudden' and 'very serious' climate change + +https://t.co/8FMJuIcWZg #climate…",770889 +0,@NWSSeattle is this climate change or just weather?,653725 +0,@FoxNews What happened? Did the Chinese turn off their climate change machine?,420950 +1,@ddiamond nothing. you have an entire political party that went from acknowledgeing climate change in 2008 to saying now it's a myth.,389754 +0,@warriorqueen333 @asamjulian Hell is getting crowded and that's why we have climate change....😈,137318 +1,RT @Rylund_Marks: shoutout to humans for causing global warming and making this the most depressing winter ever,658977 +0,I'm sure the climate change tour was high on the agenda anyway.�� https://t.co/wgmQuuJbyO,711429 +1,"RT @AlexSteffen: There's no 'moderate' position on climate change, now. Acknowledging science means agreeing we need actions unaccep…",20673 +1,RT @DetGreenSkills: @EPAScottPruitt Your statements re: climate change are anti-science and inaccurate. Result: unnecessary human suffering…,377017 +1,"RT @whoabrochill: Anyone who does not believe in climate change and the intensity of its impact does not, in any way, belong in a position…",706599 +2,RT @thewire_in: Why people are depending on the success of the Paris climate change agreement for their survival…,18810 +1,RT @BernieSanders: #ImVotingBecause the future of the planet is at stake. Hillary Clinton will combat climate change. Donald Trump thinks i…,613254 +1,Fighting global warming. https://t.co/oH4Eerl52Q,798130 +2,New post: No sign of healing in G7 climate change rift https://t.co/wdq9oATxHY,330365 +2,RT @HuffingtonPost: Stephen Colbert skewers EPA chief Scott Pruitt's climate change theory https://t.co/NCJeuacbA0 https://t.co/sHEZlosrJl,393836 +1,"RT @Nigmachangeling: i am so annoyed by people who say because it still snows, global warming is a myth. + +i guess birds disprove gravity to…",793472 +2,Scorching Phoenix may be out of position to deal with climate change https://t.co/DSU5Vi3RRU https://t.co/Er8KDXcJ7R,831494 +2,"RT @BBCBreaking: UK government signs Paris Agreement, world's first comprehensive treaty on tackling climate change https://t.co/hDaFst5PFc…",151024 +2,Donald Trump's climate change-denying EPA chief told: Carbon dioxide is causing global warming https://t.co/BhgaKiqj2j - #HNG #NEWS,462135 +2,"https://t.co/BuJ3Xb5hNx lllll The UK will continue to lobby the US to take climate change seriously, the Foreign Secretary has said, as th…",877388 +1,RT @SenSanders: We have a president-elect who doesn't believe in climate change. Millions of people are going to have to say: Mr. T…,611954 +1,@WoodMackenzie Put a #priceoncarbon and fight climate change by entering @climate-xchange’s #CarbonPricing Awarenes… https://t.co/riMkkRlbrD,984606 +2,"Rex Tillerson used an alias email at Exxon to discuss climate change, New York A.G. says https://t.co/gzJgnJWeFb by #WSJ via @c0nvey",749370 +1,What's the best way to deal with #climateskeptics? EPA chief doubts carbon dioxide's role in global warming https://t.co/mxJYjNQGkl,534098 +1,"RT @Rockthevote2018: Keep it up! +Pruitt’s office deluged with angry callers after he questions science of global warming-Washington Post ht…",578004 +2,Cloudy feedback on global warming - https://t.co/fS6IM9qPWD https://t.co/5j7XG3L2Gz #global https://t.co/QYBMGHItzg,659920 +1,"RT @bani_amor: My latest for @BitchMedia is part of a series on climate change and oppression, beginning with white supremacy: https://t.co…",652050 +1,RT @Aiannucci: The US elected Trump but the rest of the world didn't.So what do we do if US policies ( e.g. climate change) threaten the re…,970442 +2,On front line of climate change as Maldives fights rising seas https://t.co/8BeVUkA3WM https://t.co/iTdDraRLw6,8053 +1,RT @adamalmosawy: Can't believe we have to waste time convincing people climate change is real. You believe religion off blind faith but ca…,31192 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,332008 +1,Rick Perry denies the science of climate change. How will he lead an agency tasked w/using science to advance energ… https://t.co/Lf0I93N39l,218283 +1,@LaurieRoberts @azcentral when it comes to Ed this far right Leg. continues to be out of touch.climate change not discussed? That's Science,451266 +0,"Scientists are now saying climate change is 'whatever' and life is 'bullshit' and 'Judith left me last night, that's why I'm drunk at work'.",32885 +1,RT @glossyfilm: how are there actually people who dont believe in global warming & climate change? like are we not living on the same bleak…,536451 +1,Seeing that trump literally doesn't believe in climate change is overwhelming to see among other things.,20972 +1,RT @kurteichenwald: China is now explaining the history of climate change science/politics 2 underscore to Trump they didnt do a hoax. God…,977402 +1,"@joshtpm @nickconfessore They call people of color criminals and university professors propagandists, and blame climate change on gays.",771187 +0,RT @LeighYaxley: @ClimVari show us another of your charts to explain how this event was caused by global warming. https://t.co/HgSWyEwkhb,250169 +2,Billionaires launch $1bn global warming fund https://t.co/FtnXCAkcNq @MaREIcentre,472328 +1,It's high time we consider as 'TERRORISTS' to those politicians who deny climate change and are bought by lobbyists.,478777 +1,"RT @swrightwestoz: The column - why banks and insurers are worried about climate change. Reality, not an ideological battle ... + +https://t…",681318 +1,"RT @BadAstronomer: Exxon lied about global warming for decades, and funded disinfo campaigns about it. + +Now their CEO is our Secretary of S…",617508 +2,RT @ClimateChangRR: The Arctic sea ice could be about to trigger uncontrollable global climate change https://t.co/1Seq49Quls https://t.co/…,503511 +1,"RT @PurvaVariyar: Shocking procedural flaws have plagued this project. Prime forests, our best defense against climate change, to be…",145799 +0,RT @VicBergerIV: Will the climate change by the year 2000? Ask Secretary of Commerce Wilbur Ross. #ParisAccord https://t.co/zEUDUCLccQ,686076 +1,"RT @PoliticKels: Don't worry about global warming. We're going to build a new Earth, a bigger Earth, it will be the best Earth ever #TrumpN…",221528 +0,It's global warming https://t.co/QAJT7zEg7b,385273 +1,global warming should really be the #1 thing on everyones mind https://t.co/RCHGfLMRgV,912756 +2,"Govt investment in climate change paying off, say reports .. https://t.co/XjWuJA74xA #climatechange",409701 +2,RT @thinkprogress: Can we act on climate change without acknowledging it? https://t.co/Oe6qvblDu5,280702 +2,Researchers collaborate on climate change as cause of wetland die-off https://t.co/X5HxHvXSWi,772601 +1,RT @pritheworld: Trump’s climate change denial is a weakness that Beijing knows it can exploit. https://t.co/hx0MEEyIOL,184432 +2,Bernie Sanders calls Donald Trump’s new EPA chief ‘pathetic’ for climate change stance - The Independent https://t.co/PqEiU8frTY,785493 +-1,"RT @SteveSGoddard: Nobody personally sees any evidence of climate change. When the funding is cut off, the scam dies. https://t.co/wy6wz0SB…",310440 +1,RT @TEDTalks: The first female President of Ireland shares why climate change is too important for politics: https://t.co/IllZwiKUuk #Presi…,560578 +0,"RT @naretevduorp: American Airlines flight sent 10 to the hospital yesterday due to bazaar turbulence associated with global warming. +https…",431221 +-1,"RT @realDonaldTrump: It's freezing outside, where the hell is 'global warming'??",159420 +1,RT @BernieSanders: #ImVotingBecause the future of the planet is at stake. Hillary Clinton will combat climate change. Donald Trump thinks i…,680898 +1,"RT @WhyToVoteGreen: Very encouraging that #Macron mentions climate change in his 1st speech as President-elect of France +#ClimateChange ht…",269601 +1,"RT @UNEP: To keep global warming under 1.5C, we need to accelerate #ParisAgreement implementation & increase our ambition. - @eduardopaes_…",479562 +1,RT @nytopinion: The physics of climate change cannot be reversed by calm negotiations https://t.co/L4wadshChU #NYTLetters,513441 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,257749 +1,"RT @aidan_comiskey: #ThankYouObama For pushing for better access to healthcare, fighting against global warming, and everything else you ha…",574836 +2,RT @GuardianSustBiz: More than 600 businesses and investors released a letter today urging @realDonaldTrump to fight climate change https:/…,762838 +1,"@RotiTosser_69 there goes marriage equality,climate change reform and gun restriction laws",446624 +1,RT @Tim_Canova: We stood strong today at @marcorubio's office in Doral to tell him to reject Trump's climate change denying cabinet…,213681 +1,RT @jimalkhalili: Two articles in today's Guardian highlight stupidity of Trump and his climate change denying buddies – here's one: https:…,185421 +1,RT @smerconish: 'For there not to be a single question on climate change during the debates boggles the mind...' @MichaelEMann on #debate Q…,480598 +2,"House Republicans buck Trump, call for climate change solutions https://t.co/w2PtORRczq",434597 +1,RT @FastCoDesign: This shocking tool shows how climate change will transform your neighborhood https://t.co/HKSY3GutTa https://t.co/2mmW2AR…,59799 +2,RT @EnvDefenseFund: How climate change is affecting you based on the state you live in. https://t.co/dbVwR55an8,540013 +2,RT @Sustainable2050: China's President Xi slams countries unwilling to combat climate change https://t.co/pn4Q9VhBDu,525855 +2,RT @climatehawk1: Signals of #climate change as record fires give way to massive floods in Peru | @robertscribbler…,538691 +1,RT @SarahCAndersen: Global warming is an undeniable fact. Myron Ebell is not a scientist and is an open climate change denier.,630897 +2,Google:Response from a spokesman for Jacqui Lambie for a FactCheck on climate change - The Conversation AU https://t.co/tVUoWypkR1,821623 +2,"RT @abcnews: Australia won't meet Paris climate change targets, urgent policy needed on emission reduction: Finkel report +https://t.co/Oy5Y…",648326 +-1,@KamalaHarris climate change is fraud - earths climate has changed 1000 times in last million years without range rovers,564079 +1,RT @SaskiaSassen: Why NYC cannot ignore climate change https://t.co/dChRloVW6I,609003 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,305227 +-1,"@desmoinesdem @JoelAschbrenner Um, since it's a 500 year flood, was there man made climate change 500 years ago too? @channingdutton",285882 +2,RT @lenoretaylor: Tony Abbott says 'moral panic' about climate change is 'over the top' https://t.co/B7uCuzR004,404725 +-1,"RT @GOPBullhorn: Obama blames ISIS on climate change, guns & George Bush. + +If we could all just follow his model in Chicago.... + +#ObamaLega…",618121 +1,"RT @GlblCtzn: Trump just destroyed Obama's progress on climate change, so we revisited our favorite Leo quotes to get fired up ����…",177758 +1,RT @ClimateCentral: Remember that climate change lawsuit filed by 21 kids in Oregon? It's moving forward... against Trump https://t.co/E63s…,153196 +1,"RT @alisterdoyle: Good roof in #Oslo to slow #climate change? Trees soak up CO2, white snow reflects sun's faint heat (...this won't…",718939 +2,RT @WIRED: .@AlGore answers all your burning climate change questions. https://t.co/fnEITox6VN,578370 +1,RT @TIME: President Trump’s proposed budget is a blow to fighting climate change — and it’s not just the EPAhttp://ti.me/2nxMbd5,505061 +1,"I just donated to help @350 fight climate change, Trump's agenda, and Exxon. Join us! https://t.co/0pnezJlWsY",476348 +1,"RT @tveitdal: How to fix climate change: put cities, not countries, in charge Look to Oslo and Seoul @RaymondJohansen @MiljoHeidi…",278203 +1,"RT @EnvDefenseFund: The White House calls climate change research a “waste.” Actually, it’s required by law. https://t.co/ud4vEE8v3n",57156 +1,in ms i wrote an 8 page research paper on overfishing and its impact and how climate change and humans suck,391939 +-1,RT @RedHotSquirrel: I believe that man-made global warming is a devious money-making scam designed to feather the nests of the rich at the…,912276 +2,Philippines' Duterte signs Paris pact on climate change https://t.co/Cl5ExjSxw0,845818 +0,"RT @PhotoTimeGeo: So surprised to find a dramatic Lorenzo Quinn sculpture in Venice. +The human hand in climate change. +#Venice…",391463 +-1,RT ltoddwood '50BlueStates no that is not true...the 4 did not get their sign off...its a lie...just like climate change...why they don't w…,630854 +-1,RT @SteveSGoddard: Warm days are climate. Cold days are caused by climate change.,867481 +1,Top climate change @rightrelevance experts (https://t.co/cYQqU0F9KU) to follow https://t.co/7WEJQ4ci3L,645732 +1,RT @KamalaHarris: Science deniers and oil companies are trying to impede us in the fight against climate change. RT if you’ll stand up to t…,501065 +1,@WeatherKait Your video response about global warming is effortlessly spectacular. So much love.,161133 +1,"RT @patterson_evi: i'm just saying if we ignore climate change for the next 4 years, there's no coming back from it",940168 +0,"RT @break: 'People think global warming is real. Honestly, I don't think the Earth is that hot. It's barely a 6.'…",528662 +1,Dramatic Venice sculpture comes with a big climate change warning https://t.co/CTr1D16Dvb,520427 +2,"RT @deepgreendesign: Was that climate change? Linking extreme weather to global warming https://t.co/d3ewx0FXPh + +#Climate #COP23 #GIE #CdnP…",460165 +1,@shhjosie @tombomp I'm just thinking about... climate change is bad,750993 +0,Nie widzę związku między tym co widzimy (efekt huraganu) a global warming.. ktoś mnie oświeci? https://t.co/F0ySTzTlZO,222583 +2,https://t.co/miUJPRDwiK #ClimateChange Medical scientists report on the impact climate change is having on health |… https://t.co/VsA7VG6usQ,521210 +-1,"RT @JoshNoneYaBiz: Last I checked climate change wasn't running people over with trucks, shooting up nightclubs, or raping the women of Eur…",401584 +1,RT @SenSanders: We have a president-elect who doesn't believe in climate change. Millions of people are going to have to say: Mr. T…,97720 +1,"RT @IVWall: He's pretending not to believe in climate change to make a profit. The WORLD is on board for a deal to help SAVE it, and he tur…",193620 +2,RT @WatchCTVNews: .@Whalewatchmeplz and @mitchellmoffit of @AsapSCIENCE discuss the effects of climate change: https://t.co/DwQoQOtZag http…,816191 +-1,"RT @bfraser747: 🇺🇸🇺🇸 #AmericaFirst + +'It's crazy to think that climate change takes priority over terror.' ~ @greggutfeld… ",109875 +2,"World has three years left to stop dangerous climate change, warn experts https://t.co/x5OBRR4wuD",905347 +2,Scientists just linked another record-breaking weather event to climate change - Washington Post https://t.co/tJrhKNLvsp,24058 +2,China may leave the U.S. behind on climate change due to Trump - Mashable https://t.co/53AGxg0txt,119900 +2,"RT @Alex_Verbeek: �� + +China and California sign deal to work on climate change without Trump + +https://t.co/mSD4foex2V #climate…",234906 +1,RT @BetteMidler: We are so fucked. Trump picks climate change denier for EPA team @CNNPolitics https://t.co/FmMc1OVZUn,549223 +2,Measurements by school pupils paved way for key research findings on lakes and global warming https://t.co/5D08emGkPh #ruggerorespigo,317193 +1,RT @SethMacFarlane: HRC proposes installing half a billion solar panels by the end of her first term. Trump thinks climate change is a hoax…,524938 +2,"Volcanic eruptions triggered global warming 56m years ago, study reveals https://t.co/FMgeYeqz5g",821983 +1,RT @climatehawk1: 2016 was a pivotal year in the war on #climate change | @WIRED https://t.co/4QBjYqxm7Y #globalwarming #ActOnClimate…,452603 +0,@VerstegenWX F*ck me! I'm being told to turn my TV off at the wall to help fight global warming but look at all those planes in the sky!,93512 +1,"@federalreserve US monetary policy -global economy have many common problems: what is the job today, chronic economic crisis, climate change",611614 +2,"RT @nytimes: “For us, climate change is beyond ideology”: How the Dutch are learning to live with water https://t.co/FlfMURU0ec",785578 +1,tfw the new governing party actually has a detailed policy position on climate change @walabor #wapol https://t.co/hGfwiQAO4w,961912 +0,"@aflightybroad literally manufacturing money out of thin air for holding pointless stocks for microseconds, what does climate change matter?",358218 +0,RT @philsadelphia: can you believe paul rudd singlehandedly ended global warming https://t.co/9m0FgcQVTv,518820 +1,RT @ProfEmilyOster: Prediction: Trump presidency will push us toward looking for technological solutions to climate change. No other altern…,558958 +1,RT NatGeo:These powerful photos show how people around the world are taking a stand against climate change: https://t.co/Xp0cRgdih4 #MyCl…,948557 +2,New trailer for Al Gore’s 'Inconvenient Truth' sequel shows President Trump as climate change villain https://t.co/1AHugjAlLm,475722 +1,����will continue to lead in climate change & working together with ���� https://t.co/rlFokndFMX,663004 +1,Imagine not believing in climate change,948143 +1,@Nash076 @the_moviebob 3) his followers don't believe in climate change so of course they'd pick the more obscene option,173596 +2,RT @MarcusC22973194: Judge orders Exxon to hand over documents related to climate change for probe into whether company lied to public http…,250720 +1,"RT @OMGno2trump: Time to remind #MAGA that Trump believes in global warming when it comes to his own properties. Just not yours. + +https://…",946524 +2,RT @WSJ: Watch: Bernie Sanders grills Trump's EPA pick on climate change https://t.co/eGxSt6v1lv,666989 +1,RT @Bellaquiraa: People are so convinced that global warming doesnt exist theyre not gonna get it until all the glaciers melt & we're livin…,41556 +1,The Guardian view on Trump and global warming: the right fight | Editorial: The president-elect should understand… https://t.co/oEYDrjLi5w,582473 +2,"White House says committed to implementing Iran deal, climate change agreement https://t.co/t92tNOxvIj",746180 +1,RT @Laurie_David: Imagine more than 250k march in streets over concerns about global warming & @EPAScottPruitt says NOTHING. @billmckibben…,930332 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,85570 +2,What cherry blossoms can teach us about climate change https://t.co/L8p4xbTfs2 viaTIME,659726 +0,@djgeoffe It's an op ed saying nothing is certain and life is complex and one example is climate change . The piece is largely not about CC,743849 +-1,RT @MousseauJim: Record breaking STUPIDITY makes you a Green Party Leader. We all know climate change is a scam. Give it up morons. https:/…,408906 +1,RT @whereisdaz: Imagine if people got as fired up about existential threats like climate change as they did about Facebook posts.,281623 +1,RT @Defenders: We'll continue to fight climate change as it is one of the leading threats to wildlife & wild places! https://t.co/TRKLrbiat…,680840 +1,"RT @guardiancities: How to fix climate change: put cities, not countries, in charge | Benjamin Barber https://t.co/d3jpXkQqLY",528976 +0,RT @GetUp: IRONY: @JoshFrydenberg using UN conference on global response to climate change to whinge about Australians challenging Adani's…,508780 +0,It was in the 90's in 1911. Does this mean global warming is slowing down? Lol https://t.co/6uk2KsLmbE,912293 +1,Ocean Sciences Article of the Day - Trump’s denial of catastrophic climate change is clear danger (Washington Post) https://t.co/vTugmHeF1W,243332 +2,RT @EnergyVoiceNews: Shell’s video on climate change from 26 years ago resurfaces: https://t.co/2xVcE5pWlE,473715 +1,RT @Contract_Now: @NYGovCuomo Governor lots of rules & regulations needed to slow climate change but you can end #local3 strike agai…,544785 +1,"RT @StephMThomas: Because a wall, a registry and discrimination are NOT welcome here. Also, fighting climate change and promoting gun laws…",18676 +-1,"@TuckerCarlson Tucker global warming its June 1st and its 55 degrees! This climate change is a scam! Obama,Clintons… https://t.co/2vFpnMTXxt",309836 +0,"Aren't Private jets, space rockets, cars, helicopters, weapons part of global warming? Can someone enlighten me? #ParisAgreement",875001 +1,RT @BrendanNyhan: 'the world may have no way to avoid the most devastating consequences of global warming' https://t.co/QndkSFKsss,420362 +1,RT @CNN: No snow where there should be. Bleached anemones. Cracks in the ice. This is what climate change looks like:…,24103 +2,RT @pewinternet: Partisans in America are worlds apart in their beliefs about climate change https://t.co/wWU4tRqkZa https://t.co/YrcvXpoDYE,381943 +2,RT @YaleE360: Will biodiversity be affected by climate change? Some say reduction in genetic diversity is already happening:…,607600 +2,"RT @Economist_WOS: Assessing climate-change risk in the ocean: Christopher Knowles, head of the climate change and environment divisio… ",528906 +1,RT @Garossino: Just imagine if climate change was as big an issue in this campaign as Hillary's damn emails.,384487 +-1,@SaucyLilHeather #ooc he's a climate change advocate? What a tool ��,349514 +-1,RT @1u4m4: Murdoch 'climate change' sons along w moslem major stockholder are destroying FoxNews. Maybe our new place:…,634542 +1,@NyaNyaJo @JenniferWishon @CBNNews its not the democrats who invented climate change.its established by scientists of all parties.muppet,16357 +0,RT @AtelierDanko: #cop7fctc Banning ecigs at a tobacco control conference makes as much sense as banning wind power at a climate change con…,205758 +0,"Just have to make it to Saturday. Then we can get some sunshine!!! 😄 +Boy, this global warming is… https://t.co/o4zyMVr6Ch",484096 +1,RT @SenSanders: We have a president-elect who doesn't believe in climate change. Millions of people are going to have to say: Mr. T…,26674 +1,RT @firefly233: #G7Summit #trump #ParisAgreement #climatechange seems your the only one at G7 who thinks climate change is a Chinese hoax…,916693 +1,RT @williamm264: @kathleenrosee16 its like Christmas if I got a choice between a broken toy and a toy that believes climate change is a Chi…,148556 +0,@jonathanchait You are supposed to call it climate change- get with the program,945655 +1,RT @EnvDefenseFund: We can’t let the Trump admin censor new climate change report for political reasons. Demand scientific integrity. https…,544607 +2,“European Environmental Agency - climate change will hit genetic biodiversity in all European regions... https://t.co/7SsQ1DhBIO,328456 +1,RT @BernardJTyson: .@KPShare will fulfill our climate change commitments and preserve clean air and water for all to thrive. https://t.co/K…,189248 +0,RT @SocialUnderGrnd: Leonardo DiCaprio's receiving a major award for his climate change #documentary - Watch the full documentary here:…,71386 +-1,@Slate I am so happy he is not going to cater to the climate change alarmists.,247570 +1,"RT @Marmel: Hates LGBTQ community. +Doesn't believe in climate change. +Destroyed Race For The Cure over her own politics. +Handel…",566775 +2,"RT @criminology: One of the most troubling ideas about climate change just found new evidence in its favor +https://t.co/aaGdvfplIt",551426 +1,"RT @BernieSanders: The stakes are enormously high. Literally, in terms of climate change, the future of the planet is at stake. https://t.c…",62384 +1,RT @JulianBurnside: Try to watch Before The Flood on YouTube. Leonardo Di Caprio shows why we have to take climate change seriously: right…,583098 +0,RT @karoxxxx: 🎵it's beginning to look a lot like global warming🎵,805556 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,238988 +2,"‘Moore’s law’ for carbon would defeat global warming +https://t.co/V6FBoVHefp https://t.co/E8aNxW2GQF",554921 +0,RT @Timothy_Cama: At the very end of a Friday news dump: @EPA might take climate change information off its website https://t.co/Gngh62R5sJ,614899 +1,"RT @outofedenwalk: An unexpected result of climate change: the rebirth of prairies grasses in Kazakhstan. #MyClimateAction +https://t.co/73z…",627807 +1,RT @haveigotnews: Donald Trump announces plan to counter global warming by building wall around the sun.,222101 +0,RT @MarkDice: I'm a big fan of global warming. I hate snow and cold weather. #climatemarch,23090 +2,RT @sciam: Kids' climate change case against the Trump administration to go to trial https://t.co/94J8CxB7an https://t.co/78TajhsvUE,298637 +1,"RT @chuck_gopal: In a world dominated by Trump, Brexit, ISIS, hatred, global warming, it's heartening when things like this happen. https:/…",900541 +1,"RT @katewillett: The White House website removed: LGBT rights, climate change, healthcare, & civil rights. +They added: Melania's jewelry…",770055 +1,RT @RwandaResources: Min @Vbiruta has encouraged all vulnerable nations to work together to scale up the response to climate change at…,769723 +1,"RT @AXAResearchFund: #AXA : Fight climate change : “Understanding, Reducing and Managing African Climate Riskâ€: a new chair in #Africa http…",754365 +1,@UNEP the #anthropocene is soon upon us & climate change is real - Antarctica has started to turn green (https://t.co/1IScBiosuU) 1/3,145445 +1,"My kids learning about volcanoes, glaciers and #climate change at the excellent #Perlan museum in Reykjavik. https://t.co/MogCSHml70",6821 +1,"RT @alstoffel: Trump 'jokes': police brutality, Russia hacks & expelling diplomats, Obama founding ISIS, global warming a Chinese…",949823 +2,Tory leadership candidate cheered for dismissing climate change https://t.co/78ROYBAapW #cdnpoli https://t.co/aIf49z9yj2,520664 +1,"Retweeted CitizensClimateLobby (@citizensclimate): + +We must bridge the political divide to solve #climate change.... https://t.co/kogipeqEE7",369616 +2,RT @Independent: Theresa May's new DUP friends are climate change deniers on the scale of Trump https://t.co/9rOdiH9ns9,569844 +1,RT @Dmooch97: idk how people do not believe in global warming. thats wild,751988 +2,Is there a link between climate change and diabetes? Researchers are trying to find out https://t.co/CWcnaGnQpf https://t.co/JhuBTtV6Bq,649192 +1,RT @MattBors: Florida. Half the state's going to disappear in ten years due to global warming. They're going for the guy who says it's a Ch…,194041 +2,Radical energy shift needed to meet 1.5C global warming target — IEA https://t.co/m995A8Q4kA https://t.co/VWmVKlEJ0r,934621 +-1,"RT @MORE2CENTS: @DCTFTW @cathmckenna Yeah Cathy, Did my SUV cause this ? MANN-MADE-UP global warming is a scam",767000 +1,"RT @owenxlang: The iceberg in club penguin finally tipped, and conservatives still wont accept climate change as real https://t.co/jPKNk6xf…",375081 +0,@PopSci @melissajmeli Because the backlash against their hectoring will make it harder for climate change measures to become popular?,913102 +1,RT @BernieSanders: 'The concept of global warming was created by and for the Chinese in order to make U.S. manufacturing non-competiti…,531597 +0,Is climate change sexist? 👀 https://t.co/GamBF0ruDx,401676 +0,@BasedGodNorthy global warming?,606293 +1,"@fas_eddy @350 when your grand children start suffering because of the 'there is no global warming' idiots, don't come crying then, to late.",666974 +1,@Tech4Campaigns candidate @MikeLevinCA talking climate change and affordable healthcare. https://t.co/AAMRRy91YR,923155 +1,"RT @KamalaHarris: Memorize this number: (202) 224–3121. Keep up the calls to Congress about health care, climate change, and so many other…",992405 +-1,@robstead @res1mp7q @BrexitCentral Oh give me a break 'tackle climate change' is just code for wealth redistribution to corrupt 3rd world,593224 +1,Exxon Mobil sued over climate change cover-up âž¡ï¸ by @c_m_dangelo https://t.co/YTsUYIJAJt via @HuffPostGreen Back #JILL & support renewables,463879 +1,RT @callie_erwin: i can't believe the possible president of our country thinks global warming is a hoax,272409 +1,@SenatorMRoberts Do you have empirical data that climate change and CO2 activity is not occuring?,434923 +1,"RT @GayRiot: .@castletrust Any news on blocking climate change deniers,hate speech Breitbart?Look at the headline nxt to ur ad!P… ",577337 +1,RT @ZamaHRW: Child rights need to be at heart of climate talks & action: kids already suffer effects of climate change #SB46…,454249 +1,"RT @RepAdamSchiff: Deeply troubled by WH decision to exacerbate climate change by authorizing KXL, slashing EPA and repealing regs. We MUST…",527866 +1,We're now further away from taking action on climate change than we've been in almost a generation https://t.co/YCNsJqchOe #climatechange,826929 +-1,RT @KTHopkins: Pruitt is not a climate change denier. He is a brave acceptor that climate change is a naturally recurring process. #PruittS…,380104 +2,Paris climate change agreement enters into force https://t.co/15LbiWKCGp https://t.co/9RfFLreuew,618484 +1,I'm closing my @ANZ_AU account. They will keep losing customers until they stop funding climate change,223510 +1,"EPA chief doesn't think carbon dioxide is main cause of global warming and... wait, what!? https://t.co/459WwjGaqD #Douchebag",52968 +1,"climate change poses serious threat to humanity and countries, I mean some of it has been happening or part of... https://t.co/IOsQSs2JXJ",911405 +0,"RT @AmericanMex067: Do you believe climate change is driven by humans/CO2 or is a natural, cyclical phenomenon? +#climatemarch",71841 +2,RT @NBCNews: 'The Terminator' Arnold Schwarzenegger and Pope Francis teamed up to talk about climate change…,551742 +1,"RT @sarahkendzior: She works for an admin that defunds scientists, denies climate change, destroys national parks. If they could ruin…",311915 +0,"❤The Taiwan government should apologize to the whole world, making air pollution caused the global warming. https://t.co/qzuFsmnyYY",364717 +2,RT @BostonGlobe: Obama urges more action to be taken on climate change during farewell speech. Watch live: https://t.co/ReZCW5JJQ3…,26713 +1,RT @PattyArquette: The White House page on climate change has already been removed from the website. #Resist,18866 +1,RT @charsghost: If u don't believe in climate change plz remove yourself from my life thx,65961 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,393827 +2,trump - https://t.co/OtrqynsFx4 Trump team memo on climate change alarms Energy Department staff,6390 +1,@arundquist Nasa might eliminate the climate change according a solution in: https://t.co/nAzqrCc1M0,5616 +1,Should've been talking about this sooner. If we elect someone who claims climate change is 'Chinese hoax'... https://t.co/9T3o5PxF4E,515558 +1,"RT @morgfair: In Greenland, a once doubtful scientist witnesses climate change's troubling toll https://t.co/gyMIQIv0GF",674454 +2,RT @thehill: EPA flooded with phone calls after EPA head denies CO2 role in climate change: report https://t.co/QsGp6Lz2GB https://t.co/kTn…,403829 +2,Growing algae bloom in Arabian Sea tied to climate change https://t.co/L22ScrlRwH,955357 +2,RT @HuffPostPol: Suit seeks any info about bullying of federal workers over climate change https://t.co/mjbjYVWH5d https://t.co/oZiLJ2P5Pu,800135 +1,"RT @KentHaeffner: @kylejmcfadden @JohnKasich He expands Medicaid, pursues criminal justice reform, and believes in climate change. As…",609283 +0,"RT @stevenLholder: The Cold War was very cold. We needed global warming bigly. + +#TrumpTeachesHistory",834404 +1,"On climate change, we often don't fully appreciate that it is a problem. We think it is a problem waiting to happen' -Kofi Annan",251837 +2,RT @Reuters: U.S. EPA chief unconvinced on CO2 link to global warming https://t.co/oq7HO3PGWJ,521381 +1,RT @JohnFugelsang: & Donald Trump wants you know this proves NASA's part of that whole Chinese climate change hoax. https://t.co/Mc7346asP1,662335 +2,Trump sends 'much smaller' team to UN climate change summit https://t.co/fMLNZSFuH5,196308 +-1,RT @lukesilka: @Besnaz climate change is a hoax! Anways what would a hurricane have to do with it?,642261 +1,What about riding a horse to your job instead of driving a global warming contributing oil based fueled vehicle? @Concordantly,242387 +1,Tokyo Waste Processing Center. World class & should be studied. Could solve our global climate change problem. https://t.co/bccD8NKkny,889841 +1,"The cruelty of climate change, Africa’s poor suffer its effects https://t.co/O3SPDW4a5S",924100 +2,RT @Reuters: Secretary of State Kerry urges countries to treat climate change as urgent threat despite uncertainty he says creat…,247948 +1,"RT @rhizomic_farm: Naming cyclones after climate change deniers or fossil fuel shills should be a thing +#cyclonedebbie",967477 +1,RT @Green_Footballs: And now the House Science Committee recommends a climate change denial post at Breitbart by Delingpole @HouseScience h…,150117 +2,End of the National Climate Assessment: Trump dissolves climate change advisory panel https://t.co/3y2z7ltFg7,159504 +2,"RT @CNN: Time-lapse, bird's-eye video shows thousands of protesters marching toward White House during climate change march…",425432 +0,RT @CivilJustUs: How do they expect us to care about global warming with all this penguin on penguin crime?? https://t.co/HypysWHvVV,653238 +2,"RT @TheAtlantic: How climate change covered China in smog, by @yayitsrob https://t.co/BtqazYiyQ0 https://t.co/8Ie2E9LUBl",481471 +1,"RT @Lollardfish: It wasn't so long ago everyone agreed climate change was a problem, just disagreed on means. Directed market (cap/t…",414855 +1,RT @AaronWherry: Joe Biden delivering a succinct overview of climate change policy.,107805 +1,RT @joshgad: The fact that not one of our three debates raised the question of climate change is a disgrace. https://t.co/FdqCXkm34A,402055 +1,"RT @bthmrsh: Largest silver mine in Africa, #MANAGEM, does deep damage to farmland already hard-hit by climate change: https://t.co/D9fmHwz…",673921 +2,"RT @ACSimonelli: In rebuke to Trump policy, GE chief says ‘climate change is real’ https://t.co/FhdcOschZv via @WSJ",917839 +0,RT @PoliticsScot: I love that they're going ahead with the Paris climate change agreement meetings. Like holding a birthday party for someo…,238349 +1,"RT @ddlovato: #IVotedBecause I believe in equality, we need comprehensive immigration reform, I am pro-choice and global warming IS real. #…",80743 +1,"RT @MercyForAnimals: #DidYouKnow Animal agriculture is one of the leading causes of climate change?!? Go green, go #vegan! https://t.co/kRo…",979659 +1,"RT @Parkour_Lewis: Yeah, who would ever think global climate change is a real thing �� https://t.co/GxpcLZie4y",450389 +1,RT @SenSanders: We have a president-elect who doesn't believe in climate change. Millions of people are going to have to say: Mr. T…,975350 +1,"RT @ClimateReality: In @YEARSofLIVING, @VancityJax investigates the impacts of climate change on the world's oceans. Watch 11/23 on… ",613667 +2,Australia scrubbed from UN climate change report after government intervention https://t.co/Tv6rzyGJ6A,826146 +1,Huh. Better watch out or he'll get fired next--Tillerson signs international declaration recognizing climate change https://t.co/QJyxH0osyR,190633 +2,The quest to capture and store carbon – and slow climate change - just reached a new milestone https://t.co/XQ0khiuY3n,219850 +1,And he doesn't believe in climate change does he want his little family to die in future generations cuz idts cuz he's obsessed with them,696138 +2,RT @washingtonpost: Scientists just linked another record-breaking weather event to climate change https://t.co/ThCJSDXh80,930336 +2,RT @CBCAlerts: PM uses World Environment Day to urge Cdns. to turn frustration over climate change into action that 'can't be undone or dou…,666722 +0,Beloit Wisconsin the global warming is killing me oh I forgot it is climate change will hurry up and change climate. https://t.co/ZqWxbvuTGU,205307 +2,RT @intlspectator: UNITED STATES: Trump is consulting on how to withdraw the US from the Paris climate change deal,675364 +-1,RT @CounterMoonbat: The people who predicted parts of Manhattan would be underwater by 2008 due to climate change are concerned about 'fake…,363784 +2,RT @emmalherd: ICYMI - investors planning for physical risks of climate change https://t.co/WK5uuN8A42,361662 +2,RT @smartprosperity: 60+ CEOs and Leaders urge the Prime Minister and Premiers to take bold action on climate change. https://t.co/4NuwJ22e…,628987 +1,"RT @nytclimate: Trump tends to cherry pick his facts when it comes to climate change and the environment, and then repeats them. https://t.…",340303 +2,RT @cardiffuni: #CardiffResearch from @PsychCardiffUni finds UK less concerned about climate change than European neighbours https://t.co/q…,871546 +1,RT @IndiaToday: And there are many people in power who think climate change is 'not real'. https://t.co/UO2wGUg6gx,657676 +2,RT @EcoInternet3: Governor Jerry Brown extends #climate change bill 10 years: ABC7 News https://t.co/VOSgrwec3u #environment,778336 +-1,"Head, meet desk.' + +I don't share the climate change zealotry of the Left, but action and American leadership are n… https://t.co/No4Acq4yQo",44976 +1,"The more I read about history the more pragmatic/optimistic I get, but the more I read about climate change I'm just not sure",845175 +2,"#Hastings https://t.co/r4qFqr6Y2U + NDP would be ‘a huge leap forward’ on climate change says environmentalist activist Tzeporah Berman",528379 +0,RT @westonz11: Explain this global warming stuff to me...��,438752 +1,RT @gpph: Take a stand on climate change & hold the Big Polluters to account for the climate crisis >>…,827006 +1,"RT @Princeton: A new study finds that if climate change isn't curbed, increased precipitation could overload waterways w/ nitrogen. https:/…",886685 +1,RT @EP_President: .@MikeBloomberg and I agree: The fight against climate change must continue. EU is committed to the #ParisAgreement. http…,385097 +1,RT @citizensclimate: Great piece in @guardian: 19 House Republicans call on their party to do something about #climate change…,585967 +1,Donald Trump administration for lying to undermine climate change course with #LondonAttack have survived one asks Turkish,701898 +2,RT @mcspocky: New York Times climate change debacle: when news outlets worry too much about 'appearing' unbiased…,402402 +1,Birds and butterflies could be hit by climate change https://t.co/Y3gWmDLVwy,502413 +2,"Trump's first day in office: cancel UN climate change agreement, reimplement Keystone Pipeline, and much, much more. https://t.co/1QsZCo3TY8",191524 +1,RT @indianschoolboi: sad to see what climate change has done to the Grand Canyon https://t.co/2j1JAZbivw,487179 +2,"Climate talks: 'Save us' from global warming, US urged - BBC Newsn https://t.co/jLGgZk2ki9",537822 +1,RT @HarvardBiz: It is very possible that global cooperation to fight climate change will collapse due to the Trump presidency https://t.co/…,523283 +2,RT @CGIAR: Turkey recognizes scientist for work on #wheat and climate change data https://t.co/16iE0CgBJg @CIMMYT…,833502 +1,RT @JackBoardCNA: Manila's 'water world' is symbolic of its urgent need to address climate change and fix city planning…,842216 +2,"RT @IndianExpress: Human-induced climate change worsened 2015 heatwave in India, says IIT research https://t.co/lxJiwxsnL1 https://t.co/CeV…",4898 +1,"RT @EdSust: Tackling climate change: The role of universities after Paris. Get tix for this event on 31st Jan 2017, 18:00-19:30… ",518070 +1,"RT @UlrichJvV: THIS! 'To find solutions to climate change, we have to look at the bigger picture.' https://t.co/QWWBKfpog6…",573785 +1,RT @TIME: 'America's cities are the only hope for climate change action' https://t.co/4WxnC3QyG5,164659 +2,Polar bear population bounces back despite climate change warning https://t.co/8EmrGkPeWU,759145 +2,RT @caitrionambalfe: 150 years of global warming in a minute-long symphony https://t.co/ARKfGtVWhM,240636 +-1,RT @_Makada_: Pope Francis gave Trump a book of his writings on 'climate change.' He wants to tax cars while he lives in a palace & flies a…,499365 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,545361 +1,RT @LynnCinnamon: Don't Google global warming if you're already feeling a little on edge.,683665 +1,“Trump lines up staff to avoid international action on climate change” by @samanthadpage https://t.co/RFZKEMQCKR,796399 +1,"RT @AstroKatie: Yes, we have in a sense reached 'point of no return' on climate change. Doesn't mean stop working against it. There are deg…",721993 +2,Heat and health: Doctors taking the pulse of the planet on climate change /via @globeandmail https://t.co/3kOhMsitpr,239440 +0,"The fact that I'm wearing a t-shirt and gym shorts in Michigan, in February, is proof that global warming is a good thing #WarmTheGlobe2017",874023 +2,RT @KurtJaenen: Cloudy feedback on global warming #news #tech #science https://t.co/7STMLbiZfX https://t.co/XwxJVy0YgR,526948 +2,RT @GovtOfPunjab: CCI approved national forest policy in principle and directed the minister of climate change to sit with the provincial g…,378905 +2,"As eco-friendly Prince Charles pens children’s book on climate change, we imagine a guide to our future King https://t.co/kNwMlnJuRM",30252 +0,RT @CivilJustUs: How do they expect us to care about global warming with all this penguin on penguin crime?? https://t.co/HypysWHvVV,360659 +1,RT @HMOIndia: Today climate change has been recognised as a major global challenge. : HM at World Conference on Environment,803618 +1,"RT @350: .@badlandsnps was forced to take down their tweets about climate change, but don't worry we saved them - now let's… ",494000 +1,RT @pablorodas: #CLIMATE #p2 RT Rockefeller family tried and failed to get ExxonMobil to accept climate change…,516498 +2,#NATO lawmakers warn climate change may worsen Middle East security risks https://t.co/iGLlTrA9wC via @Reuters,704624 +1,RT @pdacosta: Trump's Defense Secretary thinks climate change is a national security threat. Trump thinks it's a hoax.…,806559 +2,Top university stole millions from taxpayers by faking global warming research https://t.co/WwvfhILc3q #earthfirst https://t.co/xQcKibuPBb,723972 +-1,RT @antiecm: They will go back to global warming soon. See Winter is over and Summer is coming. Why are so confused? You are ri…,989346 +2,"Donald Trump set to clash with rest of G7 on climate change and trade, as summit begins in Italy https://t.co/exHOKOFaaS",337153 +2,"RT @washingtonpost: Record-breaking climate events all over the world are being shaped by global warming, scientists find https://t.co/IaNR…",563482 +2,New research on Antarctic volcanoes sheds new light on climate change https://t.co/uNZas07xQZ ^ABC[AU],778613 +0,Sitting in class sweating bc global warming but at least I'm making this room smell like a pool bc I sweat chlorine 🏊🙃,797938 +2,"RT @WSJ: Appetite for oil and gas will continue to grow despite efforts to curb climate change, says Saudi energy minister https://t.co/oBu…",251515 +1,RT @Mngxitama: The floods are a direct result of climate change caused by imperialist countries. They should pay an environmental reparatio…,907441 +0,"I hope everyone is paying attention. Trump has started global warming. First Yemen, then Syria, today... https://t.co/6rjDDfMhIn",349054 +1,Which companies are blocking #climate change progress? https://t.co/znUNJvQlpy https://t.co/w1Y29XMpYu,46400 +-1,"RT @SoCal4Trump: Last year the government spent $700,000 of your tax dollars on a climate change musical. This is the WASTE that the…",936648 +0,RT @gubes96: 'I don't see how global warming is real when all these bitches are thirsty' my resident everybody @JEverettRende,610326 +0,this might just be the only polar bear glad for global warming https://t.co/KZr0lBXPom,133593 +1,RT @_SPIRITCIRCLE_: now is a really good time to cut meat out of ur diet considerin trump doesnt believe in global warming n doesnt care ab…,800287 +-1,"@Vickigr81567276 Yeah, so it's important to note that 94% have not said that man is the main cause of climate change.",76405 +1,RT @charlesmilander: Reindeer are shrinking because of climate change https://t.co/CDyjj5ol7Y #charlesmilander https://t.co/oXTgP5Qkg3,38179 +1,RT @SteveStuWill: “Suppressing speech that’s wrong-headed and hateful is like curing global warming by breaking the thermometers.'…,86321 +1,"RT @CAREClimate: We MUST remain under #1o5C global warming, particularly to protect the most vulnerable! @TheCVF #CVF4ClimateAction.…",957777 +1,RT @iansomerhalder: Speaking of climate change-TONIGHT Is another killer episode of @YEARSofLIVING ! 10/9c on @NatGeoChannel https://t.co/T…,962758 +1,RT @scifri: Want to change the mind of a global warming denier? More data probably won't help. https://t.co/mzU0LamKNK,431200 +-1,@RealGSalvador @secupp So what caused climate change before man ca.e along? Dinosaur farts?,649822 +2,"RT @thevandykeparks: Earth Day 2017: with a climate change denier in the White House, experts are fighting back. https://t.co/43mHJIqKo5",595571 +2,"RT @NatKeohane: 'This … follows from the basic laws of physics’: Scientists rebuke Scott Pruitt on climate change, via @chrismooney https:/…",785748 +2,"Polar bears will struggle to survive if climate change continues, says report + +As the Arctic heats up twice as f https://t.co/tfewGScCGj",594917 +0,"RT @ULTRAVlOLENCE: Interviewer: 'What do you think about global warming?' +Melania Trump: 'Hello... He's kind he's strong, he's a great... c…",824977 +1,"RT @brucel: Coalition of chaos: the DUP are anti-abortion, anti-LGBT rights & climate change deniers. https://t.co/YhQZLWB6H1",678887 +1,I'd say America's even stranger but the BBC give Melanie Phillips a televised platform for climate change denial so… https://t.co/3wfr99Lgns,41280 +1,@mfjak @MangyLover Yes but climate change is affecting sea levels which would erode the coast and cause more severe… https://t.co/Fuz7eaqr77,640496 +2,Trump: 'Nobody really knows' if climate change is real https://t.co/Pigk7ISIu7,247445 +1,RT @ClimateCentral: Here's how climate change will affect sea level rise (and flood cities) as the world warms https://t.co/btLitj44uU…,153463 +-1,@DonaldJTrumpJr I swear you guys better not pass gas cause they will pile on trying to say Trump is trying to speed up global warming!!,450168 +2,Indian farmers fight against climate change using trees as a weapon https://t.co/Go3yOxBFmi,553396 +2,RT @DavidPapp: [TECHCRUNCH] The official White House website has dropped any mention of climate change https://t.co/2qzfTnFDh8,297692 +0,"Sad , but trump shouldn't worry about climate change https://t.co/jOoPVGOLUW",467611 +2,"RT @CochraneCBC: New from me and @AaronWherry | Trudeau and premiers to announce climate change deal Friday +https://t.co/Pxh7gUTGmW https:/…",553044 +1,RT @tveitdal: Deforestation has double the effect on global warming than previously thought https://t.co/EPngFkWBG7,61965 +1,RT @SenSanders: If we don't address climate change there'll be more conflict over limited resources. We must listen to scientists not fossi…,525171 +1,RT @FMGlobal: The business impact of climate change could be a bigger problem than anyone’s predicting. See why...…,676899 +2,RT @OceanBites: today on oceanbites: The Kelp in the Coal Mine: can kelps act as an indicator for climate change?…,261014 +1,There's almost nothing in there for the environment.Theres virtually nothing in there that tackles climate change.'Larissa Waters #QandA,44387 +0,RT @jay_zimmer: Icebergs for global warming https://t.co/8ZYOZK4KfR,639247 +1,RT @BraddJaffy: 'You and your friends will die of old age and I'm going to die from climate change.' https://t.co/Yl2oSriNbs,41106 +1,"RT @justicedems: #SonnyPerdue has a history of climate change denial, corruption, cronyism and advocating voter ID laws. 87-11 vote. Shamef…",312840 +0,RT @SheilaGunnReid: You mean the same UN that tried to block me from reporting at their climate change conference in Morroco last year? htt…,314124 +1,RT @WorldfNature: Meet the woman using photography to tackle climate change - The Independent https://t.co/M7g3ASC0py,519623 +1,"RT @NatGeoChannel: Watch #BeforeTheFlood right here, as @LeoDiCaprio travels the world to tackle climate change https://t.co/LkDehj3tNn htt…",951259 +2,RT @guardian: The fight against climate change: four cities leading the way in the Trump era https://t.co/144venn9cp,136182 +2,WH official briefing reporters on #ParisAgreement could not say if @POTUS believes human activity contributes to climate change.,590046 +1,"RT @NPR: A competition is calling for solutions to the most pressing problems, like climate change and extreme poverty. https://t.co/m9xlL8…",215456 +1,"RT @HobbieStuart: Conservatives resorting to partnering with a homophobic, climate change ignoring party 'in the national interest' is this…",504305 +1,RT @environmentca: The only way to tackle climate change is to tackle it all together - @EC_Minister #YouthClimateAction,314537 +1,RT @sopenama: Good morning everyone except climate change deniers,545390 +1,"RT @HowardYLAPE: Ernst on Large Igneous Provinces: 'The most dramatic climatic effect is global warming due to greenhouse-gases' +https://t.…",733338 +2,Urgent' action against global warming needed to save coral reefs https://t.co/FM9A1pfE1o via @NPR by… https://t.co/PcawbpJlxQ,891025 +1,RT @madmarch_: Hey just a reminder that animal agriculture is the leading cause of global warming https://t.co/FDjVHx7Jok,421405 +-1,@mkmm_avemaria Hard-working miners are losing jobs b/c of senseless 'global warming' policies by our big govt bureaucrats. Good protest.,91961 +1,Its the Northern end of the reef that's bleached you stupid 1 nation climate change deniers #auspol #hansonisdumbas,402332 +2,Where climate change is threatening the health of Americans - CNN https://t.co/z8r5lrIz5A,344685 +2,"The American South will bear the worst of climate change’s costs, @yayitsrob reports. https://t.co/jbJVU63QjW",872913 +1,RT @antoniodelotero: me in 20 years cause all these politicians are ignoring global warming https://t.co/FAC8MprI4K,32291 +-1,"That said, I still see no absolute agreement among science community that ppl are the main cause of global warming. https://t.co/YnGKc2RhmG",768111 +2,RT @PopSci: The truth about climate change continues to be inconvenient in Al Gore's new trailer https://t.co/iSHKKjxGQX https://t.co/pcsVw…,489145 +1,RT @iansomerhalder: Speaking of climate change-TONIGHT Is another killer episode of @YEARSofLIVING ! 10/9c on @NatGeoChannel https://t.co/T…,952907 +1,@PLucero @rolandscahill @TracieB90464356 @foxandfriends @iamsambee But of course Obama is a Kenyan Muslim and global warming is fake.,956460 +1,RT @jeremynewberger: Here's an accomplishment Trump could do in his first 100 days. Don't be a total asshole on the climate change issue. #…,27860 +-1,@KIR_bigg50 @KamalaHarris NOBODY SAYS THERE's NO CLIMATE CHANGE. it's man-made global warming that's the junk science. STOP LYING.,599469 +1,"RT @guardian: As Thatcher understood, Conservatives are not true climate change deniers | John Gummer https://t.co/vrG8pt4NoB",621703 +2,"Palaeoclimate study suggests global warming is shifting rainfall patterns worldwide +#ResearchHighlight https://t.co/oVnjmP6xfk",550129 +1,@JHopkinsBooks I hope we can get people to wake up and realize that climate change is not a political issue.,417989 +1,#SolarPower: Denying climate change is only part of it 5 ways Donald Trump spells doom for the environment ... https://t.co/y7i6fN5DrL,415455 +1,RT @esquire: 9 things to know about Donald Trump's climate change denier-in-chief https://t.co/t2p8Dzkyky https://t.co/9xVGp9cAwM,694450 +1,RT @stephblanc0: whoever thinks climate change is a hoax must be the most ignorant person on this planet,627865 +1,"RT @mashable: EPA chief denies carbon dioxide is main cause of global warming and... wait, what!? https://t.co/SEL2IDs8FZ",547798 +1,Environmental art project heightens awareness on local climate change impacts https://t.co/zrvNQUtXjQ,617434 +0,RT @bessbell: The Pope gave him his climate change letter right before this decision. Trump spit in his face.,272649 +2,RT @NYTScience: The rising cost of flood insurance due to climate change fears is harming property values in some American cities https://t…,570441 +-1,"RT @EladHutch: Sharia law has hurt more people than, 'climate change'. #Fact + +#MarchAgainstSharia",453336 +1,RT @WordLinkSCIENCE: What if President Donald Trump stops federal funding for climate change war? #science https://t.co/mL3QJtQIAW https://…,87923 +0,"RT @OnepodJ: @Adele_Sweet_ Is it even possible for @Adele to be hotter? Ah, now I understand the reason for global warming! ��☝������",58637 +1,RT @RTUKnews: Guess who's back? 😂@Ed_Miliband was greeted by cheers as he asks @theresa_may if she'll bring up climate change wit…,343427 +1,RT @ClimateCentral: Here's how climate change will affect sea level rise (and flood cities) as the world warms https://t.co/btLitj44uU…,626876 +1,Laughing gas is seeping out of the Arctic thanks to climate change https://t.co/iWQP4CqeLc via @qz,294110 +1,RT @MichaelChongMP: Strange for conservatives to argue for regulation as a way to fight climate change – we should be embracing market mech…,374364 +-1,"RT @DixonDiaz4U: Liberals: Weather is not the same as climate. + +Also Liberals: See this bad weather? That's climate change.",292905 +2,RT @guardianeco: Arctic ice melt could trigger uncontrollable climate change at global level https://t.co/7e5TainJYU,346052 +1,RT @matthew_d_green: Reading an HN debate about climate change. Maybe human extinction not all bad.,701903 +1,RT @NickAberle: Matthew Guy nails his colours to the mast. Does @CoalitionVic have no interest in stopping global warming? Serious…,124077 +1,RT @Forbes: EPA's Scott Pruitt says CO2 isn't a primary contributor to climate change. Here's the science behind why he's wrong…,77474 +1,"RT @rachaelxss: how i sleep knowing i'm not contributing to the major causes of climate change,ocean dead zones & habitat destructi… ",155972 +1,"RT @ddlovato: #IVotedBecause I believe in equality, we need comprehensive immigration reform, I am pro-choice and global warming IS real. #…",175231 +1,RT @KamalaHarris: Preserving the progress made on climate change is critical but we must also take bold action to further improve our plane…,977002 +1,RT @MotherJones: Every insane thing Donald Trump has said about global warming https://t.co/SyPtjLHQZy,598084 +2,RT @ProfAbelMendez: Rapid emergence of climate change in environmental drivers of marine ecosystems https://t.co/kfXI90CnKK https://t.co/Hw…,715847 +1,It is so sad and OUR fault so we need to stop this climate change - will take years but we need to start! https://t.co/8FNC7F9GN3,719487 +2,"RT @htTweets: To curb climate change, 4 nations map their course to carbon-free economies https://t.co/iSEEr6GSQ4 https://t.co/OHxwJ8UJoA",379696 +2,RT @BelugaSolar: Donald Trump actually has very little control over green energy and climate change https://t.co/cKamQurLWC,630594 +2,RT @UNEP: What are the impacts of collective inaction against climate change? Find out here> https://t.co/RdwM1pMNhm…,7889 +-1,RadioAnswer: What are they smoking? Green Party blames World Series rain delay on global warming … https://t.co/mZDqPqnov4,164214 +1,"RT @scienceclimate: Join the conversation about climate change. Spread awareness, help people learn. https://t.co/aVCTQNbZOg…",349187 +0,"RT @jedrlee: Hey girl, are you climate change? +Because I'm going to ignore you until you fuck me.",435133 +-1,Yes I pray that you stop being a shill for climate change. There is no climate change it's a scam. https://t.co/R5cTkhcgAA,632808 +2,"RT @jaketapper: Sec'y of State Tillerson while at Exxon would use email alias 'Wayne Tracker' to discuss climate change, per NY AG + +https:/…",856617 +1,RT @Jess_Shankleman: It's not just The Donald. Global populist movement threatens efforts to tackle climate change…,597779 +1,"Swiss cheese polar caps->drilling/extracting fossil fuels & weapons testing can't possible be good ->climate change. +https://t.co/iNTxDnprE6",189954 +2,RT @thehill: CO2 levels in atmosphere hit new high as EPA head denies its role in climate change https://t.co/CZx82svmeU https://t.co/G88Ku…,264814 +1,Our researcher @samuelhall0 quoted on why climate change mitigation is compatible with strong economic growth https://t.co/gCs5PVlWPI,565718 +1,"RT @TheLensNOLA: Louisiana drowning: 27,000 homes and other buildings endangered by climate change - even with $92 billion plan… ",514541 +1,RT @veryfawny: he said i've been to the year 3000 not much has changed but they live underwater bc trump didn't take climate change serious…,311221 +0,"Dealing with that ♋ cancer, late night bothers from yung thot, clients that don't tip, coworkers that dont tip, global warming...",925702 +1,RT @SenatorDurbin: Rs have demonstrated time & again unwillingness to accept science of climate change & contempt for laws protecting our a…,894842 +1,RT @BernieSanders: 'The concept of global warming was created by and for the Chinese in order to make U.S. manufacturing non-competiti…,526405 +1,"RT @FamesJallows: Anarchists key cars. Officials make policy that exacerbates climate change, destroying not just property, but untold life.",666071 +1,"@washingtonpost yea they want to eliminate them 1by 1, climate change deniers setting up shop in the white house.",655864 +0,61 in November. Shout out to you global warming 😎,860248 +0,RT @THECAROLDANVERS: liberals are so annoying... have fun working to fight climate change w/ a person who believes climate change is a m…,646402 +2,Leonardo DiCaprio meets with Donald Trump to talk climate change https://t.co/IEZAilVJNr (via NZHerald) https://t.co/76H5XA1szJ,287727 +1,"RT @dizzycatdesign: 'if I talk about global warming, that’s not politics. That’s science.' +Neil deGrasse Tyson ��#ParisAccord #CLT https://t…",319318 +1,RT @MikeBloomberg: Every climate change problem has a solution that can make our society stronger & healthier. #ClimateofHope https://t.co/…,565807 +0,RT @jay_zimmer: Icebergs for global warming https://t.co/8ZYOZK4KfR,104343 +0,Trumps regering dicteert wetenschappelijke censuur: Amerikaans onderzoeksvoorstel moet de term 'climate change' sch… https://t.co/sxvyBjMK8m,243370 +1,RT @Slate: Why hope is dangerous when it comes to climate change: https://t.co/UvCrbOkpcA https://t.co/79Z3E420q3,685739 +0,"Schnee Frostina went to town, global warming melted down,froze again another day. Gender ambiguity: please use 'Sch… https://t.co/GCRWUbttbr",134024 +2,"From racism to climate change, CEOs keep turning on Trump https://t.co/ckBEQRQWqA via @CNNMoney",822408 +2,RT @thehill: Government scientists leak climate change report out of fear Trump will suppress it: report https://t.co/pA2HQevjRH https://t.…,506497 +2,could your diet save the planet from climate change? - ABC Online https://t.co/pbUn0A1Arr https://t.co/EmWWt0z3mm,715581 +1,RT @IndigenousX: The answer to climate change? Aboriginal knowledge. We've cared for this country for tens of thousands of years #qanda,237577 +1,@SenScottWagner Apparently you don't even have a college degree so why not leave climate change science to those who've studied it. #Moron,227958 +1,RT @PacificStand: Want to fight climate change? Consider fighting gentrification first https://t.co/AIPuZxsdA8 https://t.co/tvWDSfkJMd,515441 +2,RT @washingtonpost: Trump’s budget would torpedo Obama’s investments in climate change and clean energy https://t.co/zQoU4cAgAQ,501407 +0,"RT @valpvcinox: Enjoy the weather kids, global warming boutta yeah, ya hurrrd",423856 +1,RT @PakUSAlumni: Is climate change a security threat? Debate underway in @ShakeelRamay session #ClimateCounts #ActOnClimate #COP22 https://…,76186 +0,RT @TheSteve12: @MAnotGinger @brithume @NBCNews Whew. I thought they were going say sexism brought us 'global warming'. There might be some…,975121 +2,RT @Independent: China slams Donald Trump’s plan to back out of climate change agreement https://t.co/Bo78HT1eQ3 https://t.co/k0XQvcpr4l,35776 +1,RT @estefania_dm: Ironic how the country with the president who doesn't believe in climate change is being hit with the most power hurrican…,323758 +2,RT @V_of_Europe: Macron: Terrorism linked to climate change https://t.co/LGb5dRRqeN,944967 +2,RT @aliasgar1234: How ancient Indus Civilisation coped with climate change... https://t.co/XHcB9rD1wm,846199 +1,I just joined @NatGeoChannel @21CF in combating climate change. Take action #BeforeTheFlood https://t.co/f5Jzzwl7Cs,360687 +0,@Niikkkiiii_ @Thestevepop Give me a large scale policy the government could enact and show me how it would measurably slow climate change.,662363 +2,RT @sciam: Dozens of military and defense experts advised President-elect Trump that global warming should transcend politics.…,122228 +1,RT @katesrock: @Doro_BC talks about tropical algae in climate change @bps_algae turfs in the future https://t.co/pxAmHkAPNa,452154 +0,"https://t.co/xpPRyMX4PT +Eye opener how do scientists FEEL about climate change. https://t.co/dAit5Vhlrh",239100 +2,Bloomberg Video: Paris mayor tackles climate change with or without Trump https://t.co/u22Q3tb2Yb,588498 +2,Northampton wins grant to prepare for climate change - https://t.co/qmaguVICnS https://t.co/TVQI0OKLtf,684941 +1,"RT @TrumpsBane: .@washingtonpost Funny thing about global warming, it doesn't care whether you believe in it or not. #ScienceMarch… ",531916 +0,What does GOD say about climate change Bill? @NoTillBill @Thirzey @DrMarkImisides,88917 +1,RT @jamesthetyke: Stacks of conversations about the impacts of climate change and the need for action @TheForumNorwich today…,633694 +2,RT @washingtonpost: The quest to capture and store carbon — and slow climate change — just reached a new milestone https://t.co/pso0zND4PJ,990731 +2,"RT @NRDC: Man-made climate change is making Americans sicker, according to top U.S. doctors. https://t.co/q2k4IDCga2 via @USATODAY",356232 +1,"RT @AnsonMackay: How much longer can Antarctica’s ocean delay global warming? Excellent article on Southern Ocean + carbon +https://t.co/LZD…",342776 +0,is this an article about global warming or a coupon for tide? either way the pictures are so pretty' ~ hasan minaj,103511 +2,RT @MSNBC: U.S. Secretary of State Rex Tillerson used an email alias as Exxon CEO to talk climate change…,474066 +1,What can you do today to fight against climate change??? @LeoDiCaprio @ValeYellow46,852616 +1,"Yes, nor did she ask about climate change. https://t.co/FUhuvzsB7l",479698 +2,RT @nytimes: How are hurricanes related to climate change? https://t.co/Y8jGeD6S30,185530 +2,RT @EasterCaitlin: ‘Shell knew’: oil giant's 1991 film warned of climate change danger https://t.co/RAy1PGhNUX,830095 +1,RT @PopSci: Late-night comics could have a real impact on climate change denial https://t.co/xR2aDvIdI2 https://t.co/VSvPUPWgV4,697422 +2,RT @Reuters: Secretary of State Kerry urges countries to treat climate change as urgent threat despite uncertainty he says creat…,738472 +1,"@HuffingtonPost Mankind has contributed to climate change. I still believe it's cyclical, but that doesn't mean it isn't happening.",759970 +-1,"RT @BrosukeH: It's also why the liberals want to stop global warming + +Their lizard overlords are literally being COOKED ALIVE",142997 +0,RT @tan123: Formula E 'can change Donald Trump's mind' over climate change https://t.co/QC3K2jrfIS,421580 +1,New plan: Planned Parenthood and climate change need to switch names. Republicans will care more about the climate than our swimsuit bits.,233429 +1,RT @AbbyMartin: .@TheRealNews exposes how the #Koch bros have used their vast wealth to ensure US takes no action on climate change​ https:…,936159 +1,@NancySinatra Sadly it's not just climate change that is endangering the Reef. https://t.co/JE49rZQLIX,551237 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,824763 +1,@JuiceCs4 @melysebrewster @sciam you know that global warming is proven through physics right?,436835 +2,RT @nytimes: Trump’s team asked the Department of Energy for names of all employees who have attended climate change conferences https://t.…,782507 +1,"RT @MyraRez: gn! please remember that black lives matter, climate change is real, not all immigrants are 'bad hombres', & love…",8931 +2,"Judge orders Exxon to hand over documents related to climate change + - (https://t.co/XHZRTeBiK3) https://t.co/wn1t16odun",279844 +2,RT @NYTNational: Mayors call on Trump and Congress to rejoin Paris accord on climate change and vow to take up the battle https://t.co/Pitr…,839322 +0,@amcp BBC News crid:3ty940 ... but scientists believe that man-made climate change is still pushing global temperatures upwards ...,572050 +1,@hvysnow @LindaSuhler I don't believe in climate change but humans are killing the planet with the pollution we create,157993 +1,"RT @alfranken: Everyone is entitled to their own opinions, but climate change is a fact.",854140 +1,RT @SenSanders: We have a president-elect who doesn't believe in climate change. Millions of people are going to have to say: Mr. T…,548929 +1,"@Siotag I’m creating a new think tank for climate change, would you join and post your tweet also at https://t.co/u1UbQXLmrF ?",833805 +2,RT @lhfang: Republican Kelly Ayotte lost millions of dollars by defying Koch brothers on climate change https://t.co/NK60G87Nwj by @AlleenB…,147173 +1,"RT @_Shenanagins: It BOGGLES MY MIND that 195 countries can agree to take action against climate change, but the US (2nd largest polluter)…",458393 +2,"RT @nytimes: The federal climate change report, by scientists from 13 agencies, is awaiting approval by the Trump administration https://t.…",303207 +1,"The Weather Channel shuts down Breitbart: Yes, climate change is real - https://t.co/5zxAFzrLSQ https://t.co/sHKr5SpQD3",856539 +1,"RT @Nature_Climate: Seagrass meadows, saltmarsh and mangrove forests are a powerful climate change solution. https://t.co/y3s0KDtHMM…",23726 +0,Great to find experts using data rather than dogma in analysis of climate change. .@AlexEpstein… https://t.co/HE6u0xAnkv,59192 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,397555 +1,RT @nowthisnews: President Trump may be ignoring climate change - but Hawaii isn't https://t.co/Y9bEfpnplc,355738 +2,Antarctica's disappearing penguins reveal impact of climate change #NewsVideos https://t.co/deoNPyoGmp,505760 +2,"RT @ConversationUK: New Everton football stadium could end up underwater thanks to global warming, warns researcher +#lfc #efc…",924430 +1,RT @algore: I'm optimistic about climate change. But people like you have to speak up for solutions: https://t.co/gwT6xJVIUP…,862388 +2,The ocean is planet's lifeblood. But it's being transformed by climate change... https://t.co/bT5aD79U3t by… https://t.co/cEEJh874Ei,118639 +1,"RT @Angus_OL: Art + +Politicians discussing whether climate change is real or not https://t.co/63xv7HZ11h",145696 +1,RT @ForeignPolicy: Trump may kill the world’s last hope for a climate change pact @robbiegramer reports on the bleak view from #COP22…,647706 +2,"RT @dino_grandoni: As Exxon CEO, Rex Tillerson emailed under the alias 'Wayne Tracker' to discuss climate change risks +https://t.co/6jdoVMW…",732325 +1,"RT @echsechoclub: No matter what any politician says, climate change is real, threatening to the entire planets future, and should be taken…",885329 +1,RT @MattBors: Florida. Half the state's going to disappear in ten years due to global warming. They're going for the guy who says it's a Ch…,240091 +1,RT @BernieSanders: #ImVotingBecause the future of the planet is at stake. Hillary Clinton will combat climate change. Donald Trump thinks i…,883596 +1,RT @FareedZakaria: I asked @neiltyson for his take on climate change skeptics: https://t.co/95AqLdtN6W Watch the full interview Sunday 10 a…,850699 +2,"RT @tveitdal: Polar vortex shifting due to climate change, extending winter, study finds https://t.co/pFeqP3mhya https://t.co/tA5fDSJzfg",58826 +1,"November 16, 2016 at 05:19AM This is what climate change looks like https://t.co/nskYlac4OO",806468 +2,RT @brady_dennis: CDC’s canceled climate change conference is back on — thanks to Al Gore: https://t.co/Imzqh1NrKN,523675 +1,"Science TV shows for kids on Nickelodeon, Disney, and PBS ignore climate change. JV https://t.co/gJMOU8PAuR",777978 +1,RT @NewScienceWrld: You need to get inside the mind of a climate change denier if you want to change it https://t.co/uThmXOUx2e https://t.c…,367284 +2,Trump's budget would torpedo Obama's investments in climate change and clean energy https://t.co/mU6YngE3XX #fb,414627 +2,"RT @SciMarchRaleigh: 'Mad Dog' Mathis, Trump's Secretary of Defense, says climate change poses immediate issue to national security https:…",195050 +2,Oil firms could be sued over climate change https://t.co/Bp4G2sUZKX,764617 +0,"RT @boopsehun: if btob are really bringing btob time worldwide, then i am glad global warming will finally be put to an end",933467 +-1,"RT @SonofLiberty357: As a Texan, I totally believe in climate change, in Texas we call it seasons. #climatemarch",811735 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,400999 +1,"President Trump's decision to pull US out of the Paris Accord on climate change reflects a materialistic, selfish & short-sighted mindset",518606 +1,Republican Congress calls climate change ‘direct threat’ to US security. What? But… Mr. Trump said it was a hoax! https://t.co/sXWBOIok36,443192 +-1,"RT @timgw37: Surprise TRUTH about global warming revealed, liberals SILENT… https://t.co/QX4pmZ9bn6 https://t.co/nC2Y1we389 AllenWest + +Surp…",502437 +1,"RT @HillaryClinton: 'If you believe in science and that we have to act on climate change, then you have to vote!' —Hillary https://t.co/jfd…",469936 +1,"RT @lexcanroar: US peeps, please get involved with climate change campaigning + orgs - otherwise we could globally reach a point of no retu…",817945 +0,RT @tedfrank: Reporter suggests climate change caused by Paris withdrawal will cause East River to rise by over 200 meters. What…,718303 +2,US cities vow to tackle climate change in wake of President Trump's decision to withdraw from #ParisAgreement…,336074 +1,"#Climatechange ISRAEL21c All faiths must unite to fight climate change, clergy urge ISRAEL21c Rosen,…… https://t.co/32ihuHIcj0",199134 +2,RT @ReutersUS: U.S. EPA chief unconvinced on CO2 link to global warming https://t.co/NgRt5l79PM,728681 +2,RT @thehill: Perry says he disapproves of Trump's request for names of climate change staffers: I will 'protect' climate researc…,343433 +2,EPA chief Scott Pruitt says carbon dioxide is not a primary contributor to global warming https://t.co/eTAq2yoWYq #SOPride #Energy,564102 +1,@Alex_Verbeek He's putting someone who doesn't believe in climate change in charge of environmental affairs.,233398 +2,@DeptofDefense EPA removes climate change info from website. https://t.co/435zYm40mW,991377 +1,RT @seattletimes: Space Needle to go dark for #EarthHour in 30 minutes to support action on climate change: https://t.co/QpeeM1oRNn https:/…,990335 +1,RT @cbbroadbent: EPA head questions climate change - CNN - utterly mad https://t.co/g5EFqNYII7,202087 +1,RT @davidsirota: WOW: “You and your friends will die of old age and I’m going to die from climate change.â€ https://t.co/tFswYjwczQ,721562 +2,RT @CNNPolitics: President Trump's budget chief on climate change: 'We consider that to be a waste of your money'…,222802 +1,RT @kevko101: @tqm_usa @POLITICOMag Yeah climate change is a major factor warmer water and more of it in the ocean leads to highe…,603901 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,714017 +2,Scientists have a new way to calculate what global warming costs. Trump's team isn't going to like it. - Washingto… https://t.co/hr6MAbYEsr,960009 +1,RT @ReanaMK: Just another morning in Trump America: 'I would not agree that (CO2) is a primary contributor to global warming.” https://t.co…,842223 +1,"If Trump had half a brain, instead of denying climate change he’d attack it like this generation’s Space Race and say America will lead.",791240 +0,â¤ï¸global warming,307725 +1,"RT @NewRepublic: On a trip to the Arctic, Congressman Lamar Smith did his best to remain ignorant about climate change. He succeeded…",420803 +2,RT @CNN: Badlands National Park deletes tweets on climate change https://t.co/4YRV4OuOU0 https://t.co/pQtyTngiU3,360039 +1,RT @FastCoIdeas: No new fossil fuels can actually be used if the world wants to avoid catastrophic climate change…,262747 +1,RT @jswatz: The interesting thing: Exxon accepts climate change and supports the Paris deal. https://t.co/KbCXlWU3EH,216042 +1,"Ruth Porat: If we don’t have the will to address climate change now, it’s unclear if we’ll have the means later. #SIEPR2017",422931 +0,RT @tggracchus: @TheOneSoleShoe Conservatives should trade recognition of global warming & alternative energy for acceptance of nuc…,310580 +2,RT @danielgullo: The mystery of Greenland’s icy history could help us survive climate change https://t.co/M0phzPBX6y https://t.co/r4cM1Wf9T6,253669 +2,RT @washingtonpost: Scott Pruitt’s office deluged with angry callers after he questions the science of global warming https://t.co/1pRNrMb…,25069 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,181757 +1,"RT @EmoPhilips: Democrat politicians: I'm glad that you acknowledge climate change, but please stop doing it like a single parent on a date…",448117 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,296852 +1,RT @MrDenmore: Hanson says the reef is fine. Her mate says climate change is a UN plot. A third tilts at the High Court. JMJC. https://t.co…,231195 +1,"@nytopinion @DLeonhardt Do you honestly think that a Trump admin., w/ Sarah Palin as Sec. of Energy, will really care about climate change?",706679 +0,Narratives of global warming and the uncanny at the Turner Contemporary @TCMargate #Margate https://t.co/PdxENvXMRD,244856 +1,"RT @kurteichenwald: If climate change is hoax, Trump must sue all p&c insurers in Florida 4 fraudulently boosting rates 2 account for $ ris…",39282 +2,India to halt building new coal plants in 2022 | Climate Home - climate change news https://t.co/3V6LfAtR9o via @ClimateHome,736956 +2,RT @thehill: EPA flooded with phone calls after EPA head denies CO2 role in climate change: report https://t.co/LH2tiwrSp1 https://t.co/wOh…,373809 +1,"RT @GhostPanther: Bye bye bank regulations. +Bye bye dealing with climate change. +Bye bye health care. +Bye bye diplomacy. +#electionnight",857831 +-1,"RT @shelliecorreia: The term 'climate change', was coined to give them a free pass on the climate. Whether it is hot or cold, it is al… ",351267 +2,California targets dairy cows to combat global warming https://t.co/YQlIjPpF7y,444092 +2,RT @climatehawk1: Arctic ice melt could trigger uncontrollable #climate change at global level | @Guardian https://t.co/zhr7X0mZSJ…,707423 +2,RT @thehill: Sierra Club calls for investigation of EPA head over climate change comments https://t.co/BxW5l58GaI https://t.co/jeiyV9sEtt,100001 +0,"It's March... global warming much? +#pennsylvania #snow #spring #uppergwenyd #dyecorduroy… https://t.co/9rpJjW5zOw",476610 +-1,"RT @SouthLoneStar: Mentally disabled liberals protesting against climate change. +They completely lost touch with reality. +#climatemarch htt…",700958 +2,RT @ClimateReality: Gallup poll (March 2016): More Americans than ever are taking climate change seriously https://t.co/uVIRF9Ob9w #Climat…,603292 +2,RT @rbaker65708: Exxon's shareholders just forced the oil giant's hand on climate change https://t.co/C9vmz6D7GP via @motherjones,132188 +1,RT @kengarex: This sculpture by Issac Cordal in Berlin is called “Politicians discussing global warming.” https://t.co/3SmZKVbbrP,566188 +1,"RT @NASA_ICE: Artist @ZariaForman flies with #IceBridge scientists over Antarctica, capturing images documenting climate change.…",917218 +2,RT @businessinsider: Trump to sign an order Tuesday dismantling Obama's efforts to reverse climate change https://t.co/oQ5vX0JEcz https://t…,711576 +1,"We are like, what, three weeks from thanksgiving and I have my windows open in the house. Who said global warming is fake?",691301 +2,RT @ddale8: Trump's order tells govt bodies they no longer have to consider climate change in assessing environmental impacts: https://t.co…,41308 +0,"RT @sapinker: 'Stories about climate change stress me out, hurting my immune system. Therefore they are a form of violence & should be bann…",842015 +1,RT @SethMacFarlane: HRC proposes installing half a billion solar panels by the end of her first term. Trump thinks climate change is a hoax…,203221 +1,RT @RickyGoss: I don't get why climate change is a political issue when it is clearly a scientific fact.,373854 +0,@lexobenzo and the environment lmaooo Ur xans and vodka is only one person not contributing to climate change and d… https://t.co/mUhHkUdxGt,22726 +1,RT @Mikel_Jollett: The head of the EPA not believing in climate change is like the Attorney General committing perjury in his confirmation…,804563 +1,"RT @billmckibben: Trump is making biggest bet any leader has ever made: physics isn't real, and climate change can be safely ignored https:…",852638 +2,RT @guardian: Al Gore: climate change threat leaves 'no time to despair' over Trump victory https://t.co/iQ6QpIcCGA,26354 +1,RT @alfranken: Join me in calling on President Trump to acknowledge reality and fight climate change. The stakes are too high. https://t.co…,908245 +2,"RT @ReutersPolitics: In rare move, China criticizes Trump plan to exit climate change pact https://t.co/JNI0o39DIU https://t.co/paRvIdkV3A",355199 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,573590 +1,"RT @EmbeezyJ: Vote based on the issues like immigration, climate change, LGBTQ+, women's rights, gun violence etc etc GO VOTE pls pretty pl…",423339 +-1,RT @JunkScience: Exclusive Photo! American Meteorological Society meets to attribute 2016's bad weather to climate change.…,689374 +1,"See @realDonaldTrump , climate change is not made-up by the Chinese! https://t.co/B3L1QxBaet",815255 +1,@LOLGOP They're getting as many ski trips in given that global warming may put a bunch of those ski areas out of business permanently.,382618 +0,@springrose12 Kendileri bilerek yaptılar kuzum küresel ısınma climate change fln hepsi planlı millet hala uyusun,646951 +1,@CindyCoops @topsecretk9 @johnlegend he picked a man who denies climate change,801624 +1,"Blah blah, steve Bannon is pro-facts lol he doesn't believe in climate change. He's a fucking halfwit bigot https://t.co/Y345JBNDoQ",686075 +1,"RT @Bumbling_Boris: Hit a snag. Gay bashing, terrorist linked, climate change denying DUP stalling on coalition with Tories. They fear it'l…",56783 +1,"When I was a kid it snowed all the time...yes, I do believe in global warming.' -Brian Frye",633454 +1,"RT @billmckibben: Trump is making biggest bet any leader has ever made: physics isn't real, and climate change can be safely ignored https:…",918167 +1,I see a correlation between climate change denial and the theory that any additional radiation is harmful. Adherents of both ignore data.,450570 +0,And here come all the global warming jokes.... right on time,273715 +-1,@SethMacFarlane Seth why ru so concerned about global warming pal? What about real issues like Donald trumps tupee,190503 +1,"@GettyImagesNews @jraedle Incredible photo of climate change catastrophe, global warming will make this kind of photography more frequent.",979004 +0,"RT @Totalbiscuit: Two wrongs don't make a right, Trumps a fuckwit and how quickly alt-Reich snowflakes melt is proof of climate change. Goo…",616898 +-1,RT @LifeSite: Vatican helps the Catholic Left elect Democrats by creating a new ‘non-negotiable’: climate change. https://t.co/dCPbmvv8n7,242298 +0,@ananavarro but we aren't allow to attribute this to global warming,330203 +1,"RT @lhfang: Just like climate change denial, some Dems are incapable of Googling to see we covered Trump/GOP aggressively https://t.co/BYr…",279518 +-1,RT @Stevenwhirsch99: Wake up libs! Radical Islamic terrorism is a much bigger threat than climate change. We're lucky to have a POTUS wh…,541305 +0,Only climate change I want is for the glaciers move to my future wife's ring finger. 💍,350025 +0,RT @diannawolfe13: Al Gore @ Trump Tower today. Meeting with Ivanka to discuss climate change issues? WTH!!! Can't wait to hear more about…,213672 +0,"RT @DrSueDVM: Independence Hall after #HillaryVoters left last night. + +Worried about 'global warming' but can't pick up their tra…",167225 +0,@LETLUNADiE Hdkdks hes the cause of global warming,366667 +1,RT @RecyclePub: Switch off your light bulbs from 8:30 to 9:30pm wherever you are today and show your commitment to fighting climate change…,277032 +0,"Journalism. CNN style + +What Trump's executive order on climate change means for the world +https://t.co/WrIB1eKP8K",14297 +2,"RT @TEN_GOP: JUST IN: Reports on climate change have disappeared from the State Department website. +#ClimateFacts",443678 +1,"RT @catingrams: https://t.co/RUnQoP6dJo EU-bashing by tabloids driven by pro-fracking climate change denial lobby, add Trump=disaster @Scie…",321019 +2,RT @NatGeoChannel: Nearly every week for the last four years @SenWhitehouse has taken to the senate floor to talk climate change.…,547683 +0,RT @bristanto8: if global warming isnt real then why did club penguin shut down,422984 +1,RT @BillMoyersHQ: VIDEO: All you need to know about climate change in 12 minutes https://t.co/dlLfoUEwHe,25661 +1,The main cause of the global warming is increasing the concentration of CO2 in the atmosphere in the last centuries. https://t.co/4eC05BJRip,889267 +1,RT @YEARSofLIVING: The U.S. military has called climate change an “accelerant of instabilityâ€ and a “threat multiplier.â€ #YEARSproject…,329321 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,170785 +-1,@ABCPolitics Truth about climate change. #buffoons https://t.co/Ihm8xu1mNn,379626 +1,"RT @zzzzaaaacccchhh: ME: i love this warm weather!!!! +MY BRAIN: climate change makes me wonder if it's morally indefensible to have childre…",790592 +0,RT @JackPosobiec: Macron at the G20 'We cant fight terrorism effectively if we dont have a clear plan to fight climate change' https://t.co…,332809 +1,Trump taps climate change denier to head EPA https://t.co/pe54Fj6J3M,17635 +1,RT @chrisconsiders: victory for trump could mean the end of the world - literally. to have someone who thinks climate change is a hoax in o…,448205 +0,@ZackJG Michigan is the only place benefiting from climate change,898170 +2,"RT @danmericaCNN: Bernie Sanders on a call with Clinton supporters: 'Literally, in terms of climate change, the future of the planet is at…",3852 +1,you have to be on another level of dumb to deny climate change. https://t.co/n0FGhDS8ao,787318 +1,RT @xeni: #Halloween's ok but if you really wanna get scared watch this new @NatGeo​ climate change doc with @LeoDiCaprio https://t.co/rUFM…,814171 +1,"it's 2017 and people still find global warming as something they can choose, like 'i don't believe in global warming' +it's literally a fact?",95286 +0,I know jesus really coming in on a cloud the way climate change is. Lol its 80° in november. Shessssssh,6015 +2,"RT @SafetyPinDaily: Trump's plans to cut climate change protections are worse than feared, leaked documents show | Via @independent +https…",771663 +1,RT @SethMacFarlane: HRC proposes installing half a billion solar panels by the end of her first term. Trump thinks climate change is a hoax…,52535 +0,RT @llazaromarin: Starting with the 2nd day meeting: Med journalists talking on climate change reporting #MedGreenJournalism COP22 https://…,121708 +1,"RT @chunkymark: a housing bubble, a mounting debt, global warming, Nigel Farage BBC Racist pin up boy, billionaire oligarch greed, >",672682 +1,@realDonaldTrump Why have you forbid our scientists to talk about climate change? Why remove water regulations? Do… https://t.co/EBzi09iiIH,546585 +1,RT @Slate: China very kindly explains to Trump that it didn’t invent climate change as a hoax. https://t.co/IQabNr6v9A https://t.co/OdEC8nu…,863232 +1,New Global Action Programme for SIDS countries addresses nutrition and climate change challenges https://t.co/uBqtH3Cutp #sids,571798 +1,RT @MissEllieMae: I used to say only extreme weather would force a conversation on climate change. But now there have been 2 Katrinas in a…,503876 +2,"RT @chriscmooney: We only have a 5 percent chance of avoiding ‘dangerous’ global warming, a study finds https://t.co/HLSo8h8g2f",711568 +1,RT @ajplus: Is this deal to fight climate change too late? 😕 https://t.co/e76UJNCYN8,680828 +1,RT @circeverba: #ThinSectionThursday #TBT Converting CO2 into stable carbonate phases in CRB (basalt). Feasible climate change miti…,147452 +-1,"Doomsday forecasters have changed the narrative from the coming ice age, global warming then climate change....they finally picked scenario",953950 +1,Ok so. I am so confused with this weather here in Texas tomorrow is Christmas and the high is 73 degrees Fahrenheit.Umm global warming Mitch,807781 +0,RT @LyssaDenae: CAN we just appreciate how HOT Kylie Je.......now that I got your attention can we find a cause for global warming & what w…,493956 +0,niggas ask me what my inspiration was I told them global warming,355724 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,493778 +2,"Atlantic Ocean circulation could collapse with climate change influence, study says #Science https://t.co/yXzAOBcj4M",942932 +-1,@ABC well there's all your answer to your droughts that you've been having. If it's dry Or raining The climate change mantra goes on & on,993481 +-1,@DanielJHannan They literally called climate change racist. Brexit and Trump prove the word has been stripped of all importance,34677 +2,"RT @PacificStand: Life, liberty, and the pursuit of climate change https://t.co/SS65X24oAd https://t.co/i6kR81RmrI",540577 +1,Blackhawks' Jonathan Toews shares passionate message about climate change - For The Win https://t.co/NAfclvVCgE,340857 +1,"Hey media, this is called 'climate change.' I know you want to make it look like a temporary problem to keep throwing in pocket change",697931 +-1,World leaders duped by manipulated global warming data https://t.co/vA75dsZhwZ @realDonaldTrump spot on with your gut feelings,334920 +0,"RT @RHSPressOffice: Porous paving matrix, can support a lorry @The_RHS climate change garden #RHSChatsworth #GreeningGreyBritain https://…",685286 +1,@peterdaou @Nebula63 Add: deny climate change. Voter suppression. Marriage equality. Demonizing immigrants. Tolerates racism/anti Semitic ��,51215 +1,RT @shannynmoore: Our community had 100% show up to #MarchForScience - we can see climate change from our porch. #Alaska https://t.co/dRzZE…,844263 +0,"@WestWingReport @realDonaldTrump They also deny climate change (Chinese hoax, right)",364583 +2,RT @nobby15: Twitter resistance explodes after federal climate change gag order https://t.co/svqomFWGpD,532050 +-1,"1999: you'll die due the Y2K Bug. 2008: ditto, climate change. 2016: all you own will be hacked. Not quite, say I… https://t.co/9pgFmFDhcE",810915 +1,"RT @ajamubaraka: We have to figure out a way in which we address the common challenges that we face like climate change, continued war & so…",375893 +-1,RT @ian_mckelvey: Republicans don't ignore 'climate change'. We simply recognize it for what it is: a very large-scale wealth redistr…,77465 +0,RT @PolitiFact: These are all False claims about climate change https://t.co/9o36L4G8wg https://t.co/nfDGYpwbft,723321 +1,@VP @NASA @NASA_Johnson how can you be a 'lifelong @NASA fan' and deny climate change at the same time?,635156 +0,@JEPomfret @USEmbassyBJ @USEmbassyKabul Silly twit! Tricks are for kids! Resigning over climate change? What a silly rabbit!,937724 +1,RT @KamalaHarris: Memorize the number (202) 224-3121. Keep up the calls on climate change and so many other key issues. They're making a di…,753841 +1,RT @NASAGoddard: Tomorrow at 7 a.m. ET on Facebook Live! Learn how NASA studies ice to track global warming effects:…,385948 +1,"Discussing climate change with Bruce McCarl, A&M colleague and member of IPCC panel that shared the 2007 Nobel Pea… https://t.co/5cWMPpUROt",88295 +1,"RT @SenatorCarper: Sandy, I hear you and I share your concerns about climate change and the future of the EPA. That's why I urge my co… ",892583 +1,"RT @ddlovato: #IVotedBecause I believe in equality, we need comprehensive immigration reform, I am pro-choice and global warming IS real. #…",897651 +2,"RT @thehill: Ivanka Trump wants to champion fight against climate change: report +https://t.co/ieo7habnKn https://t.co/cgc2pap2LX",522871 +2,Pope's academy tells priests to teach global warming https://t.co/IwsnD38OKj,80725 +1,RT @kurteichenwald: Russia hack deniers & climate change deniers have a lot in common. Either theyre corrupt or they refuse 2 accept univer…,217564 +-1,FOX NEWS PANELIST: Al Franken arranged so-called climate change to distract from newly uncovered jobs numbers crisis #benghazi,161486 +2,#Reuters Activist investor ramps up pressure on Shell to act on climate change https://t.co/B6xHCaDeq4,309368 +1,RT @BrianEisold: I'm voting Jill Stein because she is the only candidate who has a solution to tackle global warming. #ItsInOurHands #Jil…,862668 +2,"Trump attempting to illegally suppress scientific and economic knowledge of the social costs of climate change: +https://t.co/mQOFfOJKh5",891643 +1,RT @TurnLeft2016: Dr Karl to debate Malcolm Roberts on climate change - bc the opinion of a 5 minute senator need to be give the same weigh…,680449 +-1,@RachelBronson1 There is no climate change.This is a liberal talking point to control people!The climate has been changing for millions yrs!,874452 +1,RT @LOLGOP: Adults are wasting valuable minutes of their lives trying to figure out if a birther thinks climate change is a hoax.,846303 +1,RT @WIRED: The $280 billion a year coastal cities are spending on climate change is propelling some ingenious engineering https://t.co/bvGd…,578766 +2,EPA chief: Carbon dioxide not 'primary contributor' to climate change - https://t.co/AgQTTzmosW,110608 +1,"RT @WoodsHoleResCtr: In Arctic Siberia, scientists try to stave off catastrophic climate change by resurrecting an Ice Age biome: https://t…",18891 +2,"RT @LouDobbs: Wanna Bet? France, UN tell Trump action on climate change unstoppable https://t.co/x9iqy4YvN7 via @YahooCanada +#MAGA #America…",27987 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,865583 +2,RT @citizensclimate: Experts say warmer winters caused by #climate change are allowing ticks to expand into new regions…,883478 +1,RT @daveweigel: Oil company executives are far more likely to believe in man-made climate change than Republican politicians.,315184 +0,#creative global warming titles plastic filing system,349608 +0,RT @Slate: You can now watch Leonardo DiCaprio’s climate change doc online for free: https://t.co/jk1o40AdX3 https://t.co/YcOXnfsWsm,436913 +1,"RT @Alejand15806122: @pinkfloyd +Please we ask the artists of the world to raise their voices and to help us against climate change #Climat…",496412 +2,RT @sciam: Leaders from 90 world “megacities” plan to act on climate change—whatever national leaders do. https://t.co/KUUsyFeuWk,939790 +2,Now I Get It: The hot debate over the Paris Agreement on climate change https://t.co/eQBj13Z2wG https://t.co/kAyHMj5y9p,770760 +0,"RT @AliIngersoll4: Several information pages have disappeared from the White House website including civil rights, climate change, and… ",274936 +2,RT @pablorodas: EnvDefenseFund: Why Walmart is doubling down on its commitment to climate change. https://t.co/g9e6NELDgF,79864 +-1,RT @SteveSGoddard: The IPCC is a governmental organization whose sole purpose from day one was to push global warming propaganda. https://t…,264177 +2,California water regulators expand focus on climate change - The Desert Sun https://t.co/Aaj3liWbJx,798295 +1,RT @dangillmor: Americans who'll suffer the most economically from climate change are among the likeliest to deny it exists or that…,134405 +0,Harry is typing up a strongly worded email to management about the dangers of global warming shortly,218842 +2,RT @tveitdal: China blames climate change for record sea levels https://t.co/JlSRBdkwSk https://t.co/9lY9OGN2Im,248187 +1,"As a result very different exposures and vulnerabilities to climate change are experienced in, say, Chicago, can cause delays.",765897 +2,G7 leaders pressure #Trump on #climate change: New Kerala https://t.co/5YsNol9mym #environment,911688 +1,"100° in the bay in September, & 2nd hurricane heading for US Mainland, but climate change is fake right... okay, alright @realDonaldTrump",790237 +1,"RT @sammobrien: its 94 degrees outside right now, in november, but we just elected a president who doesnt believe in climate change ðŸ¸â˜•ï¸",564923 +1,RT @BillMoyersHQ: Tips for how to cut through the misinformation around climate change. https://t.co/0uUZao3vWf,21553 +0,RT @suicidebully: If global warming is real then how tf Santa still surviving??,808661 +2,RT @nytimes: President Trump is poised to announce his plans to dismantle the centerpiece of Barack Obama’s climate change legacy https://t…,627434 +2,Trump sends 'much smaller' team to UN climate change summit - The Independent https://t.co/ilEMhWBgLw,838263 +1,RT @SamHarrisOrg: Who would be the best scientist to discuss climate change on the #WakingUpPodcast?,936523 +1,"#TrumpProtest TRump doesnt believe in climate change...WTF how will we breathe or drink water or SURVIVE if our air, water, land is dirty?!",469903 +2,thefirsttrillionaire Rise in Arctic Ocean acid pinned on climate change https://t.co/NcmQapQBrr via #SAPNAJHA https://t.co/IM9yh5FTE0,206918 +0,@itsjoshuacuevo humagin bigla tanginang climate change,198640 +1,RT @nikki_emm: Good morning to everyone except climate change deniers ☀️�� https://t.co/AOrwHSvwhF,869871 +1,"“how nature and people, including human-induced climate change, alter the pathways of water”",80296 +1,"One would think Floridians would care about climate change, rising oceans, and BREATHING!! Money and greed can be... https://t.co/Pp6PxwiWea",631823 +2,RT @NewRepublic: Rex Tillerson isn’t sweating climate change. https://t.co/XkKbG0K4os https://t.co/u9flCZNw4l,396159 +0,"@MailOnline wow ,is it global warming,or did some one just step on the edge.������������",256966 +1,RT @benmekler: It's 91 degrees in mid-November and the president-elect wants to cut 100 billion dollars in federal climate change spending,737363 +-1,"RT @RonNehring: If the 'solution' to 'climate change' was lower taxes, smaller government, and more freedom, would leftists still be intere…",41311 +1,Mapped: The climate change conversation on Twitter in 2016 | Carbon Brief via rightrelevance https://t.co/6N6zCe4NiK,188596 +1,"RT @NatGeoPhotos: Though visually stunning, this colorful view of a snow cave sheds light on our warming planet:…",299973 +1,RT @SenSanders: We have a president-elect who doesn't believe in climate change. Millions of people are going to have to say: Mr. T…,109160 +1,RT @neighbour_s: The far-reaching global effects of climate change. Monday on #4corners https://t.co/L1SUsCNRr7,220276 +1,Dangerous times when a world leader has called climate change a hoax. https://t.co/Gyn79cRBW0,481570 +2,"RT @WorldfNature: Governments sued over climate change, with banks and firms next - New Scientist https://t.co/ORLvbVdHdc https://t.co/2DCj…",98982 +0,"@ErrataRob In other words, libertarian hacktivists are causing global warming.",992553 +1,Scientists say that global warming is past the point of no return. I'm still in favor of that meteor everyone's been talking about.,668569 +2,Doctors unite to say climate change is making us sick' https://t.co/mhzZHGIoDX #science #feedly,66322 +1,RT @sherfitch: Sheila Watt-Cloutier on raising awareness about climate change in the Arctic https://t.co/EWR2HK3RwD Fabulous interview @R…,910722 +1,RT @CardChick: Why does science count when it comes to fetal development but not with climate change or pipelines? I'm so confused. 🙃,939460 +0,RT @oalikacosmetics: I call it ' global warming ' ðŸŒ https://t.co/5rI9RcEpbE,184625 +1,"RT @beignetcamille: White ppl aren't mad at poverty, sexual trafficking, racism, & global warming but they're mad at a song telling them no…",762490 +2,RT @BAS_News: BAS scientist @EmilyShuckburgh co-authors piece on why temperature alone is insufficient to monitor climate change https://t.…,869377 +0,RT @Fabreezyo: If global warming is a hoax then why did club penguin shut down ��������,475931 +1,"RT @PiyushGoyalOffc: Renewable energy is an example of the Govt's sensitivity to the challenge of climate change, internationally : @Piyush…",824378 +0,"RT @imjadin: 'Ni**as askin what my insperation was, I say global warming' 😂 - @asvpxrocky",381207 +1,RT @ClimateReality: We can’t fight climate change without forests — trees are amazing carbon sinks. RT if you’re pining for more trees. htt…,11592 +1,#FacesOfChange - How are people combating climate change across the world? Stop by our 📷exhibit at the #COP22 Green… https://t.co/am7sVd6W6R,542608 +0,"RT @RAN: What do @LeoDiCaprio, elephants, and the Leuser Ecosystem have to do w/climate change? Turns out enough to make a f…",786042 +0,RT @tom_peters: Never been climate change fanatic. But was dragged to 4-day high-power climate change conference. ONLY TOTAL DIMWIT WOULD B…,675203 +2,RT @thehill: EPA flooded with phone calls after EPA head denies CO2 role in climate change: report https://t.co/Xv5OaTg8JO https://t.co/wBr…,635608 +1,RT @kurteichenwald: Better to throw out CEOs who might criticize him than 2 provide info on climate change to corporations that need it. ht…,903915 +1,"RT @YouTube: .@NatGeo teams up w/ @LeoDiCaprio to explore climate change and prevent catastrophe. + +This is #BeforeTheFlood →…",418546 +1,"RT @ErikSolheim: Countries like #Somalia paying the heaviest price for climate change with more frequent, severe droughts. Needs hel…",875775 +1,RT @AustralisTerry: Queensland is now fuelling global warming #methane #CSG #LNG #AUSPOL @QLDLabor #CSG https://t.co/amWMGDoxNc,907280 +2,World financial leaders failed to reach satisfactory conclusions on climate change and trade https://t.co/gb59a5QTxR,863595 +2,RT @ClimateDepot: Trump meets with Princeton scientist who called 'global warming' fears 'pure belief disguised as science' https://t.co/ub…,610105 +1,RT @ava: Remember others. People outside of America are suffering from the severe effects of climate change too. They also n…,274760 +1,"US fed dept censoring term 'climate change',@guardian If we don't talk about @realDonaldTrump will he go away too? https://t.co/By5zGTxPxE",535382 +1,RT @Kanew: A climate change-denier who calls progressives 'race traitors' as chief agricultural *scientist*? Sure why not. https://t.co/PXp…,721078 +1,"RT @LewisPugh: BLOG: From what I am seeing, we are now facing runaway climate change in the Arctic. https://t.co/8hHQOBPOdB Please…",679240 +-1,#QandA Just listen to these slimy politicians sell man-made climate change like sleazy used car salesmen,281655 +2,"Experts to Trump: climate change threatens the US military. + +#Veterans #USN #ClimateChange https://t.co/DIMaaek0yq",486685 +2,"RT @ProfTerryHughes: AAAS Science: 'There’s only one way to save the Great Barrier Reef', scientists conclude - deal with climate change ht…",15763 +1,RT @RogueNASA: Oh. EPA chief Scott Pruitt says CO2 not a primary contributor to climate change. https://t.co/2lFaXNUVGA,593821 +2,"RT @stevebeasant: UK to 'scale down' climate change & illegal wildlife measures to bring in post-Brexit trade, secret documents reveal http…",630387 +1,"RT @robbulldog: Eastern Australia bakes in heatwave - +Keep denying climate change and the LNP will destroy us… ",22558 +0,A. Lammel @UnivParis8 on the contribution of local knowledge to understand the global character of climate change… https://t.co/yUDXTvygEW,762023 +1,RT @raykwong: So cool. Scientists try to stave off catastrophic climate change by bringing woolly mammoths back from extinction.…,661994 +-1,RT @BobRey77: Some millennials actually believe that they are going to die young because of climate change. How stupid is that?…,521294 +1,@cj_stout_ every other source other than random blogs says opposite on both points. No climate change hiatus. Ice caps at record lows.,691558 +0,@BBCWthrWatchers Z.. just more cooling..trending to grand solar minimum..pray for global warming ��������,872546 +1,RT @NRDC: 62% of Americans say the effect of global warming are happening NOW. @NRDC will continue to fight for climate actio…,921436 +2,RT @AP: BREAKING: Group of Seven final declaration says U.S. 'not in a position to join consensus' on climate change.,651023 +1,"RT @manupulgarvidal: Denying climate change insults those who suffer its consequences, as in Peru https://t.co/L7sJXu2x0X https://t.co/olta…",959126 +1,Pruitt and Screw It = not caring due to hot flashes cuz climate change happened d/t human caused carbon emissions @twwnaz #scienceisreal,299947 +1,RT @GuardianesBos: Finished an awesome digital campaigns workshop at #KMANV. Another step towards fighting climate change by protectin…,390722 +1,RT @UCSUSA: MYTH: you have to be a certain type of person to care about #climate change. https://t.co/NgdyNl2G7V https://t.co/h5VXTBHArV vi…,270649 +2,Hundreds of millions of British aid 'wasted' on overseas climate change projects https://t.co/JzetC6sR0K via @telegraphnews,26549 +1,"Oh #GOP , your choice of ignorance is incredible: Wisconsin now pretending not to know about climate change. https://t.co/y38KwELsUc",842932 +-1,"RT @realDonaldTrump: It's freezing outside, where the hell is 'global warming'??",135507 +1,"RT @thinkprogress: Oklahoma hits 100 ° in the dead of winter, because climate change is real +https://t.co/6lroRTg9rR https://t.co/YmpUDuEWum",826781 +0,"Right now, I'm contributing to global warming. + +I should stop",245182 +2,Trump taps climate change skeptic to oversee appointments of top NOAA officials - https://t.co/5ldTBDNyf5,822427 +-1,@TamiMarie9 @Alyssa_Milano global warming? Lol come on the earth is millions or billions of years old and all of sudden the world will melt?,252173 +-1,ANONYMOUS RELEASE SHOCKING DOCUMENTARY let's hear less about global warming and more about GMO. https://t.co/vMJEez7der,313808 +1,Deforestation and climate change are being financed with our savings #climatechange #deforestation https://t.co/uwvt4CECdY,132763 +1,RT @EliLake: The real story of the Trump-Russia investigation is what it means for climate change. That’s why @NextGenClimate is…,234356 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,690064 +0,Anyone have ideas (or content to share) for teaching climate change content in Calc 1/Calc 2? https://t.co/0hpeaohpd6,970271 +1,"Cool how Leo met with Al Gore, who gave a TED Talk on climate change. They both know the magnitude of our situation #ghsapes",822741 +2,RT @Acosta: EPA removes climate change information from website https://t.co/37IA1w2KcM,902623 +2,"From racism to climate change, CEOs keep turning on Trump https://t.co/6QTBKk5Ta1 via @CNNMoney",582082 +2,"RT @BigWeirdCow: Eat less meat to avoid dangerous global warming, scientists say https://t.co/ot7TjHknsC",103968 +1,RT @NaomiOreskes: Bob Inglis: Unmasking the deceit over climate change - Greenville Journal https://t.co/IlpLll6321,150171 +2,Your turkey sandwich is contributing to global warming https://t.co/RdqqoxodLF via @nypost,517672 +1,"The relationship between carbon, fossil fuel burning, & climate change was understood over 100 years ago. #science… https://t.co/zDuA6tOUNd",754442 +0,"@WMassNews I thought it was increasingly poor diets and lack of exercise, but climate change makes more sense",555703 +1,RT @MhairiHunter: Remember when Michael Gove tried to get climate change removed from English school curriuculums? Now he's Environment Sec…,858481 +2,How climate change could make extreme rain even worse https://t.co/kGR133b3dA,355533 +1,RT @PaulieMcGinty: Wow this global warming really starting to hit home. #carbonfootprint #globalwarming #makethatchange #thinkofthekids htt…,485987 +1,"Perfect for any backyard, our residential solar kits save you thousands and to combat global warming.… https://t.co/g6lM5M67Ug",4266 +-1,"RT @BasedElizabeth: Liberals are more worried about Islamaphobia (which they invented, kind of like global warming) than they are about…",93094 +1,"RT @JilliRobi: Welcome to America. Where we deny climate change, men brag about rape, and the KKK supports our president. #notmypresident",782492 +1,"RT @newscientist: On subjects from climate change to evolution, Democratic Unionist politicians have some questionable views…",66859 +-1,RT @davidharsanyi: Does it bother any of these preening journalists that climate change predictions have been laughably wrong for the past…,458737 +1,RT @DavidCornDC: Every insane thing Donald Trump has said about global warming https://t.co/f9BgXWyB0M,75179 +0,RT @the_moviebob: Remember when SOUTH PARK did a whole ep about how climate change was an imaginary thing Al Gore made up?,736681 +1,@pabloriddla What's stupid is tweeting strangers instead of focusing on the realities of climate change & terrorism. Blocking you now.,364727 +1,"RT @selectedwisdom: Whether climate change is manmade or not, it is real, and why wouldn't we want to research this & prevent it? https://t…",365913 +1,"RT @LastWeekTonight: If you don’t believe man-made global warming is a a silly issue, give to the Natural Resources Defense Council (https:…",21020 +0,"RT @Tombx7M: Let's talk climate change +#TravelBan #FoxNewsSpecialists https://t.co/qyBXpXERNr",498088 +0,RT @Chemzes: This is now the liberal version of the right's climate change denial https://t.co/gs2Dpkpbpi,950668 +1,RT @DataToStories: A new book ranks the top 100 solutions to climate change. The results are surprising. https://t.co/eJpI3RzMkP via @voxdo…,408992 +1,RT @SethMacFarlane: HRC proposes installing half a billion solar panels by the end of her first term. Trump thinks climate change is a hoax…,842703 +2,"RT @TheAtlantic: How globalization and climate change are spreading brain-invading worms, by @AdrienneLaF https://t.co/74ycG6MXwb https://t…",513728 +1,How the Fed joined the fight against climate change - The Federal Reserve’s policy ... - #green #cyprus - https://t.co/m1KU6d5TCU,478533 +-1,@DeplorableMan21 have the thing is climate change is cyclical,628570 +1,"This confirms one of two things... + +1) climate change is real +2) white people are out here painting alligators https://t.co/ON981V5WRk",180077 +0,"@tonywestonuk I think Nuclear Winters and near-extinction are a bit risky in fighting global warming, to be honest. :-)",969446 +1,"@HendyGardenLove ...and all climate change deniers, no doubt! HELP!!!!",279539 +2,RT @business: Inside one Republican's attempt to shift his party on climate change https://t.co/WZWgBdxYxP https://t.co/SWRUI1BSbz,14603 +1,RT @lifeaseva: Taking shorter showers and buying reusable bottles won't stop global warming. It's the main result of our agriculture demand…,688921 +1,RT @TracyNovick: It doesn't matter to the ocean if you 'believe' in climate change; it's just going to rise. #standupforscience https://t.c…,421717 +1,"RT @pvnk_princess: Reasons To Go Vegan 2017: +•Save 300+ animals per year +•Help reverse climate change +•Stop contributing to world hunger +•…",672785 +1,"I relate to how angry @BillNye is at non-voters, climate change deniers and shit.",539679 +1,RT @elonmusk: Worth reading Merchants of Doubt. Same who tried to deny smoking deaths r denying climate change http://t.co/C6H8HrzS8X,172462 +2,Hacker News - Diet and global climate change https://t.co/jSjJqyexNr,795372 +1,RT @cnni: Donald Trump has called climate change 'a hoax.' Here's what could happen if he rolls back anti-pollution measures https://t.co/Q…,820771 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,996271 +1,RT @qpples: when you're enjoying the warm weather in december but deep down u know it's because of global warming https://t.co/GyNz1RQ8YR,589018 +-1,@franzstrasser @PrisonPlanet global warming is the biggest crock of shit ever uttered a scam for control and $$,529517 +-1,RT @akselgarry: Don't need to worry about climate change in Europe. In time the Muslims will have killed everyone before mother nat…,650964 +1,"RT @brianklaas: Shocking that the man who lied about birtherism, climate change, crowd size, his victory margin, & voter fraud also lied ab…",377362 +0,@azadi_mp3 global warming has actually been calm we're still at like 12 degree weather everyday,557824 +1,RT @BernieSanders: 'The concept of global warming was created by and for the Chinese in order to make U.S. manufacturing non-competiti…,664044 +0,RT @kyeoshin: when global warming🔥🌍 got the weather perfect 👌& all your windows down cooling cause you know we about to have a wa…,21697 +1,RT @aliamjadrizvi: Evolution & climate change-denial on the right. Anti-vaccine & anti-GMO on the left. Scientific ignorance is bipartisan.…,345043 +1,Five reasons to be optimistic about climate change - High Country News https://t.co/LiSlGcwZL8 - #ClimateChange,26642 +1,RT @mitchgarber: @vicenews Memo: Rex you're not the CEO of Exxonmobil anymore. U can Acknowledge climate change. 6th graders can explain th…,340067 +1,RT @WMBtweets: Addressing climate change – unprecedented biz opportunity. #LESC22 @COP22. It’s time 4 action @Low2No…,658589 +1,#EarthToMarrakech: COP22's digital call-to-action on climate change https://t.co/1vUA3dKYA8 #mashable,651153 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,28636 +0,@ScottFisherFOX7 wats global warming,253688 +0,RT @romans_cast: Hopefully this global warming reversing machine loaned by @FGRFC_Official can get this @BathCity_FC vs @WSM_AFCOfficial g…,427961 +1,"RT @SoTweetingFunny: .@RodneyDavis He shoved allies, reversed our leadership on climate change, diminished NATO. Trump embarrassed America…",941180 +2,"RT @TIME: China to Donald Trump: No, we didn’t invent climate change https://t.co/gXa9B97hFk",375664 +-1,"RT @TheRenewALL: 'Hello viewers of #CNN There is NO global warming' +Founder of weather channel to #CNNisISIS + +#Trump #DrainTheSwamp…",715178 +1,Where is the great reef? Is it because of the nuclear fallout from Japan? global warming? Pollution in general? https://t.co/jedI9TlSEu,117230 +1,"Civil rights, climate change, and health care disappeared from the White House Website #Resist https://t.co/Z7lkF3beMn",572664 +2,Trump to sweep away Obama climate change policies https://t.co/YxqOhkXNBU ���� #MAGA https://t.co/cR2SsKT0Y1,53266 +0,"Melania from a man – we need global warming! I’ve said if Hillary Clinton were a man, I assume, are good people.",464343 +0,Consensus at #ndpldr – The 2 major issues facing Canada today are climate change and economic inequality,337622 +-1,RT @SteveSGoddard: Worried about climate change https://t.co/mTRhhZvz1A,204754 +2,RT @NYTScience: Is it O.K. to engineer the environment to fight climate change? https://t.co/q4bLoVmrsR,351309 +2,"RT @CBSEveningNews: War on global warming is the only way to save world's coral, study says https://t.co/AFAI1700Uy https://t.co/Rkr2WGwxBm",152388 +1,"A talk on using technology to overcome climate change by my favourite Argentinian farmer, @Santiagodelsola. https://t.co/wbHsVugIn0",198099 +0,"@constans @WarrenPeas64 @JoscoJVTeam yes I do, numbnuts. 4 more years of global warming:)",730927 +-1,RT @redsteeze: That's not climate change currently turning your city into a war zone https://t.co/lkqGYLwAtw,2703 +0,"RT @t_crayford: Silly interview question: + +Which has more impact on global warming, bitcoins or JSON parsing?",647244 +0,"Overlooked that Greenland WAS green, and will be again as climate changes https://t.co/zVejPfZF2B",413630 +1,RT @ForeignPolicy: Trump may kill the world’s last hope for a climate change pact @robbiegramer reports on the bleak view from #COP22…,958437 +0,"My little Owlette saved halloween, the election, climate change, and negativity. She's SO SPECIAL!!! https://t.co/EglW9mhBHX",618579 +2,"RT @CBCNews: Trump win a 'disaster' in the fight against climate change, scientists and environmentalists say…",987536 +1,RT @camrako: False it would've avoided the iceberg due to advances in technology and cause climate change the iceberg would've b…,504383 +2,"RT @mashable: In Trump's America, climate change research is surely 'a waste of your money' https://t.co/7iuced0ow0 https://t.co/fwMjLz6yz2",988739 +0,RT @DeejayALJACKSON: Can I please get some climate change in my apartment?#heatwave,844982 +1,RT @BernieSanders: #ImVotingBecause the future of the planet is at stake. Hillary Clinton will combat climate change. Donald Trump thinks i…,23502 +1,"CA disagrees on climate change, emissions, energy, immigration, healthcare, cannabis and guns. Outcome? 4.6% growth, leading the US. Hmm....",759825 +1,It's 80 degrees on november first climate change is real we're in a drought the reef is dead bees are dying donald trump might be president,149085 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,361797 +1,RT @DShepYEG: Appreciate @doniveson’s leadership and partnership in taking responsible action to address climate change. #ableg https://t.c…,707946 +1,RT @perfectlyhaylor: ppl want to fix global warming but animal agriculture is the source of 51% of all greenhouse gasses & they don't want…,131401 +1,"RT @ProgressOutlook: If you don't believe in climate change, you shouldn't head the EPA. It's really that simple.",984019 +1,Thank goodness! He still needs to accept climate change though. https://t.co/HNMcaDVNm5,530070 +2,"Exxon ordered to turn over documents in climate change probe, work with NYAG on Tillerson emails https://t.co/Zm9f9QJqSs #SOPride #Energy",969847 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,941829 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,69231 +1,"RT @mechapoetic: this inability to anchor climate change to real human experience, and this insistence on 'market solutions', is inefficien…",98231 +1,Sad times for planet Earth: BBC News - Trump signs order undoing Obama climate change policies https://t.co/OhFsDv4JNz,550270 +1,"I keep waiting for the GodSquad to say God is mad b/c global warming, but they never blame anything that earns @GOP $. Queers are easier.",862133 +1,RT @HeatherMorrisTV: I've been behind climate change for almost ten years feeling like an outsider. It's nice to… https://t.co/ZNREizOGEG,262399 +0,"Agreed. However, the overwhelming majority of people believe humans impact global warming... https://t.co/eoRO3IQ4cC",926098 +-1,RT @daveaps39: @KGBVeteran Aren't these the same assholes screaming global warming so they light a diesel generator on fire and create haza…,461950 +1,Polar bears hurt by climate change are more likely to turn to a new food source https://t.co/T9T2liMbZO https://t.co/gKXYVGnhFQ,274473 +0,"Maybe a freak storm, generated by global warming, will hit Washington DC, damage White House, Congress and other hi… https://t.co/lAvXjaOcty",237361 +1,"@thedailybeast Instead of writing this crap, Why don't you list all the ways to end global warming.",624405 +-1,RT @DylanHBroady: Inner-city neighborhoods have become WAR ZONES but 'global warming' is our biggest issue? NO JOBS but 'transgender' issue…,146347 +1,"RT @PolitiFact: EPA website: CO2 is a primary cause of climate change. + +@EPAScottPruitt: I'm not so sure. + +https://t.co/1hNX7tJGHI",460967 +1,"RT @WePublicHealth: Impacts of climate change in the Pacific region, & why the medical profession should speak up: @HelenSzoke #iDEAConf ht…",159288 +2,RT @CNN: Secretary of State Rex Tillerson signs declaration stressing climate change threat https://t.co/kYJo7qtq5a https://t.co/0M7R8Topjj,420357 +-1,"@AndyOz2 @AndyMeanie lol lol 15,000 years? Why Al gore the 'high priest of climate change' said by 2015 San Francisco would be underwater🤡",309458 +1,@breanne_kirk so climate change deniers?,345849 +-1,"PROBLEM: DELUSION AUTHORITARIAN LEFT ACCEPTS NO DISSENT + +Tucker battles Nye the Science Guy/ global warming… https://t.co/1kcTKIcat3",635585 +1,RT @fzahmed01: Without waiting for foreign funds. Bangladesh is trying to curb climate change @PakUSAlumni @PUANConference #COP22 #ClimateC…,102070 +1,"RT @sydneythememe: Donald trump, the now president of the United States...... does not believe in global warming ðŸ˜",838025 +1,RT @kurtisconner: people who deny climate change https://t.co/BzWRksREW8,778902 +1,"RT @NYTScience: In the Netherlands, climate change is not a hypothetical or a drag on the economy. It’s an opportunity. https://t.co/crPyfe…",148508 +2,Obama returns to spotlight to speak up on climate change - CNN https://t.co/oXjzmHmD0M,487431 +1,Stern showed economic costs of climate change will outweigh economic costs of mitigation leading to more impetus for climate action 1,893698 +1,Donald Trump's 'insane' climate change policy will destroy m... https://t.co/dnwtHwrn1N #Cleantech #Environment #Renewables via @SydesJokes,220718 +0,"Never stands for anything significant it's always a democrat issue ,transgender, climate change, amnesty, single pa… https://t.co/hfHH8wvKYF",718709 +2,"RT @therightarticle: Brexit imperils a food supply already under threat from climate change and shifting global markets - +https://t.co/2MQ…",227317 +1,"RT @YouTube: .@NatGeo teams up w/ @LeoDiCaprio to explore climate change and prevent catastrophe. + +This is #BeforeTheFlood →…",419597 +2,RT @business: China tells Trump climate change isn't a hoax it invented https://t.co/eWVQtI28t3 https://t.co/7qV3RfzTTE,913557 +1,"RT @_aye_its_grace: 'I personally havent been affected by the Trump presidency' is like saying +'I'm cold right now so global warming cant b…",852520 +1,It's 54 degrees at 7 am and by 7 pm it's going to be 26... global warming is a myth tho right...,328192 +2,"RT @A_Liberty_Rebel: Trump to sack “climate change” scientists & slash the EPA: +non-sceptical seientists terrified +https://t.co/mVoD7EBbKh…",538881 +1,"RT @david_kipping: If scientists said a high probability of an asteroid impact ruining billions of lives, we'd panic. But on climate change…",608927 +1,RT @NARAL: Neil Gorsuch's appointment to the Supreme Court could make it harder to address climate change. #NotOurJustice https://t.co/oRXH…,231239 +1,"RT @c40cities: Fumiko Hayashi, Mayor of Yokohama, is a model leader fighting climate change #Women4Climate → http://www.c40/women4…",86784 +0,"RT @JeffreyGuterman: #Trump has selected Myron Ebell, a climate change and global warming skeptic, to lead the @EPA transition team.…",478093 +1,I just joined @NatGeoChannel @21CF in combating climate change. Take action #BeforeTheFlood https://t.co/OaE4pGMdTq,771036 +0,@Rangersfan66 @nytimes Pollution is not the same as global warming.,455632 +0,RT @PoliticalJudo: @banditelli @Bernlennials 8% of Democrats deny climate change is a problem. I suspect there is a lot of overlap bet…,476413 +2,RT @BoingBoing: Scott Walker's Wisconsin continues to scrub its websites of climate change mentions https://t.co/C7bSQYXbva https://t.co/pZ…,290267 +2,"RT @TIME: The U.S. is already feeling effects of climate change, report says https://t.co/fsYhE9WwBf",557159 +1,How is 'we exhale CO2' an argument against climate change-,153108 +1,RT @tyriquex: i hate global warming but this weather puts me in a better mood than winter or whatever the hell that was ever did,101640 +1,RT @wattsupwiththat: Claim: Next 10 years critical for achieving climate change goals https://t.co/MXQdSCs5oW https://t.co/D1QuthKqMA,856291 +1,"So many people posting about standing rock, alt-right & climate change. Eyes are being opened 👀 👍🏼",360263 +1,RT @rickygervais: The Whitehouse is being filled with creationist climate change deniers. But on the plus side God will give your grandchil…,47633 +2,RT @ChristopherNFox: Canadian securities regulators probe whether businesses disclose adequate #climate change information to investors htt…,472081 +1,"RT @relevantorgans: We are flattered, American despot friends, but climate change is one of the few things we did not invent.",776130 +1,RT @JoelWWood: Cool data viz. Are natural factors to blame for global warming? This NASA data begs to differ https://t.co/654O20jK8Y,878898 +1,"RT @insideclimate: Fact check alert! Five of Scott Pruitt's questionable statements about climate change, and why they're false: https://t.…",651357 +1,RT @BernieSanders: 'The concept of global warming was created by and for the Chinese in order to make U.S. manufacturing non-competiti…,106792 +1,RT @RogueNASA: The coral reef's distress and death are yet another marker of the ravages of global climate change. https://t.co/3g1zy6Yl6o,362427 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,933124 +1,RT @BernieSanders: 'The concept of global warming was created by and for the Chinese in order to make U.S. manufacturing non-competiti…,556208 +2,"RT @lauras_realm: Obama: Private sector is key to tackling climate change: + +https://t.co/9J8Z2Ukm2p + +#Science #environment…",9093 +1,"RT @LeeCamp: 44% of bee populations died last year due to pesticides & climate change. When the bees go, we go.",463266 +0,"RT @ger_mccann: You cannot be serious, the woman's a half wit, if her theories on climate change are anything to go by.! https://t.co/3BokF…",543724 +2,RT @BraddJaffy: Energy Department climate office bans use of phrase ‘climate change’ https://t.co/w56nU8umjP,988548 +1,"RT @CarolineLucas: Nothing bold about Hammond's vision when he's failed to even mention climate change, as 2016 set to be hottest on record…",244484 +1,"RT @RoKhanna: Thanks to Trump, the U.S. now has a more backwards stance on climate change than North Korea. They signed on to the…",440364 +1,RT @CauseWereGuys: if global warming isn't real then explain this https://t.co/RCktp4wvHV,77701 +-1,"RT @DavidLimbaugh: Analogously, if you adopt all the Left’s draconian climate change policies you don’t change mean temperature appreciably…",812115 +0,@McTiann @Sisyphusa And how often has the Zero Books podcast denied climate change? Not once.,856698 +-1,"@Redone68 well, but there is no doubt abt climate change, the controversial is abt the anthropogenic cause, for purely political reasons!",804926 +0,"RT @superlativemaui: climate change, healthcare, taxes, alzheimer's, supreme court, race and ðŸ³ï¸â€🌈 equality, immigration, policing, war, wor…",245972 +2,Google:Cross-party report maps out climate change scenarios - Radio New Zealand https://t.co/iqBbqlN1vM,680633 +2,RT @TelegraphNews: Donald Trump meets Al Gore in bid to 'find common ground' on climate change https://t.co/gqFpmpjFt3,14098 +1,"RT @PrincessBravato: Wait so TILLERSON IS SECRETARY OF STATE +& USED AN EMAIL ALIAS- +WAYNE TRACKER while discussing climate change +#Crooker…",351091 +2,New EPA chief denies CO2 is major factor in climate change https://t.co/x6zdItymuT https://t.co/UUclQTGeqV,183442 +1,RT @therightblue: These experts say we have until 2020 to get climate change under control. And they’re the optimists https://t.co/bBzCJsH9…,682047 +-1,RT @realDonaldTrump: Windmills are the greatest threat in the US to both bald and golden eagles. Media claims fictional ‘global warming’ is…,159360 +0,"#Trumpland .. next, you'll be blaming him for climate change?! Fuck off you reprehensible creature https://t.co/ynLk5jQZ9J",815682 +0,Making the environment great again...Trump's environment chief says CO2 not main cause of global warming https://t.co/D0KBxKCkjr,706836 +1,"RT @bradudall: Thought provoking image of risk of climate change. Let’s be clear: unabated ghg emissions, our current path, will l… ",251043 +1,We explore climate change from Earth orbit; it's crucial knowledge for a world that's slowly heating up: https://t.co/Xr7wJW3vxr,579003 +1,"Canada, let’s fund an archive of Inuit knowledge to help communities adapt to climate change https://t.co/ivayENzauC https://t.co/hGSdUpX0vr",477639 +0,Why do we have to make a deal to do OUR part for climate change? Why can't everyone just do their part for our planet?,672182 +2,EPA removes climate change information from website https://t.co/XdM6CQZ2TY,337663 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,351255 +1,I was gonna say I can't believe y'all voted for a dumbass who doesn't believe in climate change but then I remembered who 'y'all' are LOOOL,98835 +0,"@ValentinoKhan i always start my conversations talking about global warming, it's a real ice-breaker! High five! 🖐",370108 +1,Humans are causing climate change 170 times faster than nature... https://t.co/s43bD08Koo #Climatechange #Nature #Environment,435055 +0,straightedge felt really good but then I started working full time again in the season that makes me extremely suicidal fuck global warming,340603 +2,RT @NewYorker: A new study suggests that yielding to climate change may be the right choice more often than we’re willing to admit. https:/…,122792 +0,Takes 2 seconds. POLL: What do you think of Trump's executive order on climate change? https://t.co/OxE7V0Wn0g https://t.co/rIf5hYrGxz,455133 +1,RT @SenSanders: We have a president-elect who doesn't believe in climate change. Millions of people are going to have to say: Mr. T…,832572 +1,"RT @Independent: If you really care about climate change, you should boycott the ridiculous Earth Hour stunt https://t.co/PoqEHCLUp8",769757 +2,RT @mashable: Koalas don't like water but researchers say they're being 'driven to drink' by climate change https://t.co/G7OL3EwTzj,236181 +0,RT @mitchellvii: Americans are even less worried about Russia than climate change.,941417 +1,RT @hellotherearia: not sure whether I should be excited about the warm weather or worried about global warming...,318395 +1,Norway could be a world leader in green energy. Drilling in the Arctic & worsening global warming is not the way.,152378 +2,"RT @FBC_News: Experts facilitate climate change adaptation at WAF +https://t.co/rFpl4j4GLp https://t.co/ZlrZXeevPL",575575 +2,CDC cancels major climate change conference | TheHill https://t.co/TwH3bOiQjl #SmartNews,956648 +-1,"I don't recall Obama's team meeting with climate change skeptics, yet the news will tell you that we're the 'intole… https://t.co/8P1NHbokkA",667756 +1,If we can predict the climate change from the adaptations of the areas the new climate is shifting from.. why not prep the areas changing,365189 +1,RT @BernieSanders: #ImVotingBecause the future of the planet is at stake. Hillary Clinton will combat climate change. Donald Trump thinks i…,419484 +1,Wearing shorts mid- November butttt global warming is just a hoax,764746 +0,@Canoe Imagine that with global warming and all that stuff.,765526 +2,"RT @guardianeco: Indigenous rights are key to preserving forests, climate change study finds https://t.co/h2dQfSeB1F",415202 +0,RT @hyyhknj: its so humid and clammy someone stop global warming omg,436321 +1,This not biblical prophecy lmao this is a product of climate change https://t.co/LXOIEZe9Y5,72863 +2,RT @FoxNews: .@BillNye: “The speed that climate change is happening is caused by humans.” #Tucker https://t.co/cQiIFCYrtu,746265 +2,Trump team memo on climate change alarms Energy Department staff https://t.co/L7MnvtvsmK,975337 +1,"Scorching hot to raining hell real quick +. +. +. +. +. ++ global warming is a myth",858436 +-1,"RT @sean_spicier: You know they're going to ruin it w/all the, 'What the eclipse tells us about climate change' hysteria in the aftermath +#…",396278 +0,"RT @Mishakeet: them: global warming isnt real +florida: https://t.co/QbfyGjwgxm",717118 +2,Gore warns of dangers of climate change at Atlanta meeting https://t.co/orivtmrN1L D.C. is one,452046 +1,"@JustinTrudeau is bad news for climate change, pushing for #CETA, Canadian pipelines and Alberta oil extraction https://t.co/eaLJ7Clbdf",814883 +1,"@CarmelJudeobsc1 I’m creating a new think tank for climate change, would you join and post your tweet also at https://t.co/nZCxr5XRhU ?",448360 +1,and there are non-economic issues like 'climate change' which are time dependent and in which the UK will engage with both hands tied,257297 +1,RT @SenSanders: We have a president-elect who doesn't believe in climate change. Millions of people are going to have to say: Mr. T…,260276 +1,RT @SenSanders: We have a president-elect who doesn't believe in climate change. Millions of people are going to have to say: Mr. T…,388763 +0,@bethkowitt Insane!Do you think activist investors pushing oil co's to consider climate change are having an impact? https://t.co/z6TE3RGoA3,106730 +1,"RT @nytimes: Opinion: We can win the fight against climate change, with or without Trump, writes Michael Bloomberg…",203701 +0,RT @merlowry: 'global warming doesn't exi-' https://t.co/v1Da0AkOGf,20047 +2,RT @theecoheroes: Prince Charles co-authors Ladybird climate change book #environment #climatechange 👑🌍❤️ https://t.co/OGbGASp3g3,328961 +1,if you don't believe in global warming now then I truly don't know what to tell you,774115 +1,"Pruitt, Trump's new EPA head-'Co2 is not a primary contributor to climate change.' Wallace is incredulous-'What if you're wrong?' *Sigh*",896279 +1,We have a president elect that does not believe in climate change. This is dangerous to humanity and our planet.,405089 +1,RT @ChelseaClinton: Research points to more potential and troubling correlations between climate change and negative health effects https:/…,86064 +0,RT @jonesor: Interested in climate change and population biology/demography? Got a PhD (or nearly)? I'm recruiting a postdoc. Ge…,965660 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,748028 +1,RT @GlobalGoalsUN: Protecting people & planet are at the heart of the #ParisAgreement on climate change. Momentum for action continues…,658310 +1,RT @paxamslays: We really elected someone who doesn't believe climate change is real,646123 +1,"RT @Arqahn: @Shgamha Remember, climate change is very selective, it is managed by rich GOP & targets poor urban neighborhoods.",387941 +0,RT @DrIyaR1: I take it South Park writers dont believe in global warming LOL,620775 +2,CNN host Chris Cuomo spars with congresswoman in tense exchange over global warming: Business Insider https://t.co/0vX0x3hWoE,309861 +-1,"RT @TedKaput: Liberal tears may soon beat climate change as the leading cause of rising sea levels.#TrumpRiot +We are the…",789101 +1,"How to fix climate change: put cities, not countries, in charge | Benjamin Barber https://t.co/pl1F5FsxVy",589340 +1,On top of Leo we now have Arnold campaigning to step up the fight against climate change - by eating less meat.… https://t.co/h2ARZUvb6J,801941 +1,RT @SenSanders: We have a president-elect who doesn’t believe in climate change. That’s frightening for this country and the world.,947054 +-1,"RT @PolitixGal: When govt controls scientific research via grant money, there is no truth, only agenda. Obama Regime pushed global warming.",316086 +1,RT @climatehawk1: Most people don't know #climate change is entirely human-made | @NewScientist https://t.co/up0p0xSOme #science…,682701 +2,Rex Tillerson used an alias e-mail at Exxon Mobil for climate change talk: WSJ https://t.co/7aqc2u0Uds,806591 +2,RT @Independent: Theresa May's new DUP friends are climate change deniers on the scale of Trump https://t.co/9rOdiHqYjH,803582 +0,"@gmurphy @edkohler Earlier dystopian futurists discounted severity of global warming* + +*Notable exception Mad Max",214428 +2,RT @CCLSanFrancisco: Scientists just linked another record-breaking weather event to climate change https://t.co/poI5sSKIrl,507815 +1,RT @LOLGOP: Let's relax about climate change. The real danger to human existence is college kids at elite schools having opinio…,927897 +1,Tell me it doesn't matter who won: Trump wants to renege on America's commitments to fighting climate change. https://t.co/yYk1GLZ3nk,346517 +1,"RT @John__Donegan: @clarebuttner Santa, unlike climate change, is a made up notion!",116325 +1,RT @Rob_Flaherty: People who like that Al Gore became a leader on climate change after he lost but hate Hillary speaking out might want to…,124778 +1,@chrislhayes All we talked to couldn't believe #45's position on climate change and coal. Efficiency also big issue.,357609 +1,Physics Doesn’t Really Care Who Was Elected: Donald Trump has said climate change is a Chinese…… https://t.co/Jdk4DpsqqC,744132 +0,@manny_ottawa Or all that money could be spent on how to help women with hot flashes. That's likely what causes global warming anyway.😳,739822 +1,"RT @MartinOMalley: If @realDonaldTrump's @EPA pick @ScottPruittOK tries to dismantle work combating climate change, we'll fight him at ever…",189577 +0,RT @curryja: My interpretation of Scott Pruitt’s statement on climate change https://t.co/QwARvdLjam via @curryja,318443 +1,A 200-yr-old climate calamity can help understand today’s global warming https://t.co/9mLyenmMki,158234 +0,"RT @RobinHart_DP: Time for new job? Great opportunity @WiltonPark to convene global conversations on economy, &/or climate change https://t…",938608 +2,"RT @VICE_Video: As part of our year in review, we revisit the young activist who's suing the US government over climate change:… ",340914 +2,"RT @Patagorda: Rex Tillerson used an alias email at Exxon to discuss climate change, New York A.G. says https://t.co/WhF1jDdwct via @WSJ",401537 +1,"Even if climate change has nothing to do with us burning everything we can, wouldn't it be nice to reduce pollution for our lungs?",404924 +2,Did climate change make Hurricane Harvey worse? https://t.co/5e0jDu3RtJ via @qz,341143 +1,"This is how it's done, not toadying to Trump, @elonmusk. +Bill Gates & investors worth $170 b launch fund to fight climate change.",541592 +1,RT @NicolaiRoan: Must SEE | Cities fighting climate change: a hopeful story from 2016 #climatechange #greenshift https://t.co/eOFtazbOi9,951412 +0,"No. +Are climate change and diabetes linked? @CNN https://t.co/AbWsdwXkHh",879736 +1,"RT @SenatorMenendez: We know carbon emissions cause climate change. With 2016 as the hottest year to date, this is the worst time to end th…",694921 +1,GOPer: Why we don't talk about climate change - In the days since President Trump announced his intention to wi... https://t.co/cYPCBZax3E,25529 +0,@joelcomm Whole truth about climate change.😎,322975 +1,RT @Rote_Zukunft: Eucalyptus contributed. Planting fire loving trees in climate change drought areas is like building a tinderbox fac…,390823 +1,"RT @ijeomaumebinyuo: If your cities are not thinking of climate change while urban planning, your cities are becoming a death trap. African…",122574 +1,RT @climate: What is the world doing to slow global warming? https://t.co/LXNaycobOS https://t.co/sAi8Q2y2HW,152258 +1,US has EPA Administrator that denies human role in climate change.,909704 +1,everyone NEEDS to watch #BeforetheFlood and realize the crucial impact climate change is having on us,73684 +1,RT @yo: The state that will be most affected by climate change (#Florida) is voting for climate change denier...…,581765 +1,RT @elliegoulding: When people try and tell me climate change isn't real https://t.co/RUNJUe7q0R,630760 +1,"RT @MichaelMick777: Although 97% of Climate Scientists Disagree, EPA head Scott Pruitt denies that carbon dioxide causes global warming + +ht…",748554 +0,RT @ashishkjha: I'm looking for agenda for the CDC climate change & health summit that was cancelled. Anyone have it or can get it?…,100015 +-1,"RT @mitchellvii: In case you worried about Trump meeting Al Gore, he just tapped a major manmade climate change denier to head the EPA. Lib…",99317 +2,Trump to sign executive orders today to roll back U.S. efforts addressing climate change: https://t.co/Kf0CsMOSOd,589394 +1,#Election2016 #Debate #SNOBS #DNCLeak #Rigged climate change is directly related to global terrorism https://t.co/6SoXS3kdim,129510 +1,"RT @RogueEPAstaff: Do you have a personal story about climate change, or clean air? We'd love to hear from you!",440707 +2,RT @thehill: Sanders: Trump needs to be confronted about realities of climate change https://t.co/qW8KeneSLK https://t.co/piKHKlQ1NJ,732941 +1,RT @IRENA: #COP22 events w/ the common narrative that renewables are the solution to climate change https://t.co/5keTOnEZjk…,45324 +0,@eliciasolis @mikecohentog this how global warming start with that hot body goddess,760382 +2,RT @pablorodas: #climatechange #p2 RT Vietnam continues fight against climate change. https://t.co/fIkoZEOzZE #COP22,835681 +0,@RepDonBeyer Be sure to personally invite me to this like you said you did at the climate change forum. Never got it https://t.co/yvDkF8D6P2,751639 +1,RT @SethMacFarlane: HRC proposes installing half a billion solar panels by the end of her first term. Trump thinks climate change is a hoax…,804767 +2,RT @journalsentinel: ICYMI: Wisconsin DNR changes web page wording to say climate change is a matter of scientific debate https://t.co/uXiQ…,832662 +1,The New York Times should not have hired climate change bullshitter Bret Stephens https://t.co/lfkmw2T1Al vía @voxdotcom,465437 +1,[#AlJazeera #English #HDLiveStream]Climate SOS: Innovative technology to tackle climate change https://t.co/eWH91mnmBA,512976 +1,"RT @rorybergin: Paris climate change agreement enters into force. The easy work is done, now comes the hard part. #climatechange https://t…",790532 +1,RT @isaac_muswane: @EricHolthaus climate change deniers aren't in the least interested in facts. @Fahrenthold https://t.co/9uT5EVIS8J,150342 +0,"@JakobBussolati people's everyday lives, if it does become extreme enough. Although global warming is controversial, the fact that...",781654 +1,"Jane Fonda, Naomi Klein, and Kathleen Wynne think climate change is an urgent crisis. +Deniers everywhere say 'I knew I nailed it!'",39240 +0,"Most Americans don't believe global warming will affect them, but still want to regulate emissions. https://t.co/QImcvGRJAc",679674 +0,An upside to climate change is that I'm wearing shorts and t-shirt on November 1.,816243 +0,"@PracticalDoggo the main goal is to protect species from over fishing and allow them to repopulate, not to protect them from global warming",274851 +1,"RT @laureneoneal: I've worried about climate change every day for years, but this is the 1st headline that made me break down and cry. http…",393257 +1,RT @_ort1z: If you don't believe in global warming then look at WNY's weather this year and explain that shit to me,410720 +1,@CNN Omg and Donald Trump doesn't think there's climate change,774044 +2,"Trump denies climate change, but could one day be its victim @CNNPolitics https://t.co/K1VU61XV2i",422560 +1,RT @vmataaa: someone please explain to me how global warming isn't real when it's 66 degrees in F E B R U A R Y!!!!!,399166 +2,EPA wipes its climate change site as protesters march in Washington | Environment | T… https://t.co/igXL8fJnRG ➜… https://t.co/lQjMG3mwPp,311190 +2,Incoming GOP assemblyman believes climate change is good because it hurts 'our enemies' https://t.co/6mwoxRDGzL #music #news,940234 +1,RT @chrisconsiders: victory for trump could mean the end of the world - literally. to have someone who thinks climate change is a hoax in o…,301029 +0,RT @TheDailyEdge: ICYMI: The US and China support action on climate change. Trump and Putin support the US not defending NATO allies https:…,574762 +2,Theresa May accused of being ‘Donald Trump’s mole’ in Europe after UK tries to water down EU climate change policy https://t.co/WCGhzFTGaN,712208 +-1,RT @SteveSGoddard: The global warming is bad in New York today https://t.co/9QuNwyk0pk,370478 +1,"RT @EnvDefenseFund: Defense Secretary James Mattis knows that the issue of climate change is real, serious, and urgent. #ActonClimate https…",823112 +1,@GlobalwarmJcp Humans are most definitely contributing to Globals warming. There are few natural causes of global warming,660494 +1,"When I hear ppl say man is not driving climate change, I think of that football player who doesn't believe in dinos… https://t.co/SW4rE0LhNS",968934 +0,"RT @TheRichWilkins: @HillaryClinton @algore @JohnKerry 31. So in conclusion- economic anxiety, climate change, global power shifts, edu…",256580 +0,"@0x526978 @DavidHarley6 +Gengis is the first person in recorded history that caused climate change with his actions, cooling to be precise.",344663 +-1,"RT @RyanMaue: Just read through the study supposedly entirely refuting Scott Pruitt on climate change. Nope, they actually confirmed exactl…",652808 +2,"RT @nytimes: “For us, climate change is beyond ideology”: How the Dutch are learning to live with water https://t.co/KwLZdJnrHH",594647 +2,Pakistan ratifies Paris Agreement to fight global warming https://t.co/2HA603zCvr | FOX News,597534 +1,RT @thichnhathanh: Join us for an interactive webinar with @plumvillageom monastics on engaging with social and climate change! https://t.c…,485487 +2,"#climatechange China, LatAm experts discuss climate change cooperation https://t.co/E4G7ko9OHt https://t.co/FRfrkirQLM",285878 +1,RT @BernieSanders: It would be nice to put off worrying about climate change for a few decades. But the truth is we have no choice but to a…,103989 +2,"Kim Stanley Robinson's New York 2140 is a glorious thought experiment on climate change - The Verge + +The Verge + +Ki… https://t.co/OyseFpmVwF",917112 +1,Go Ahead : recognised by Carbon Disclosure Project for continuous improvement in tackling climate change //channels.feeddigest.com/news?id=…,754026 +1,RT @9GAGTweets: The climate change is real. https://t.co/zHW2MOmfXm,447043 +1,RT @SethMacFarlane: HRC proposes installing half a billion solar panels by the end of her first term. Trump thinks climate change is a hoax…,384113 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,16304 +2,EPA removes climate change information from website https://t.co/ZyobvFLrM4,426653 +1,RT @CarbonBrief: Why Republicans still reject the science of global warming | @RollingStone https://t.co/ha6gxL3PSi https://t.co/sxpZmBqm9r,659547 +2,RT @kylegriffin1: Politician who has criticized NASA's spending on global warming science was just nominated by Trump to head NASA. https:/…,116232 +2,"RT @cnni: Trump says 'nobody really knows' if climate change is real, despite vast majority of climate scientists saying it i… ",76804 +1,"RT @WernerTwertzog: Human life will not be extinguished immediately by climate change; hopefully, there will be millennia of brutal conflic…",811850 +1,RT @SenSanders: We have a president-elect who doesn't believe in climate change. Millions of people are going to have to say: Mr. T…,360605 +1,"Retweeted UN Foundation (@unfoundation): + +We're united in the fight against climate change! Add your voice to... https://t.co/oyZ8TR4Yuv",215314 +0,@bri_brumbelow what on earth bigger than global warming has the government covered up? That just sounds ridiculous,502785 +1,With climate change the problem is that the vast preponderance of victims do not yet exist.' https://t.co/Zh7tOqMVv0,686493 +2,#buzz California unveils sweeping plan to combat climate change https://t.co/W2O3EMMt2m via #globalbuzzlive,321256 +1,RT @RichardDawkins: President Trump may destroy America but maybe we can stop him destroying the world. Sign the climate change petition ht…,969648 +2,RT @thehill: EPA flooded with phone calls after EPA head denies CO2 role in climate change: report https://t.co/RtNK290LPR https://t.co/nXh…,433477 +2,Pope urges world leaders not to hobble climate change pact https://t.co/KGYEo2ITdZ,865537 +2,RT @FoxNews: .@POTUS: 'We've done more to battle climate change than any time in our history. We're world leaders on that.' https://t.co/Kr…,812679 +1,"😳What! I telling everyone Global warning âš ï¸ pay attention to climate change everyone, seriously 😒 https://t.co/ITHzvTzzdT",727736 +1,RT @cnni: No snow where there should be. Bleached anemones. Cracks in the ice. This is what climate change looks like:…,422327 +2,"RT @CBSThisMorning: “A lot of Republicans just assume that they’re supposed to ignore this issue,' @RepCurbelo says on climate change.…",162127 +0,@voxdotcom White people cause climate change? Can I see the study on skin color and the environment? It sounds simply fascinating.,391406 +0,"RT @StevenBarnes1: Talked Afrofuturism, global warming, politics, A.I. ethics, and more with #elonmusk. What an evening!… ",454032 +2,"RT @AJEnglish: Lab grown 'Super coral' that can survive a 100 years of climate change. + +Via @AJTechKnow https://t.co/4bInr7yvwr",213815 +-1,RT @MikePenceVP: Nice to see @ElonMusk complaining about climate change while he's flying around in his Private Jet. Hypocrite! https://t.…,908903 +1,RT @ToveBWestberg: Adaptation to climate change important within @EEANorwayGrants. Norwegian Parliament @Stortinget delegation visit t…,356312 +2,"RT @postgreen: On climate change, Scott Pruitt causes an uproar - and contradicts the EPA’s own website https://t.co/xw5RSj0V4C",604818 +1,"RT @MaryFusillo: Just another reason to fight for climate change science. Shed a Tear for the Reefs, via @nytimes https://t.co/VfIMfXDS3N",571138 +1,RT @SenSanders: We have a president-elect who doesn't believe in climate change. Millions of people are going to have to say: Mr. T…,276493 +1,RT @MartinHeinrich: It takes a willful disregard for data & facts to deny scientific consensus on the human influence on climate change. ht…,774000 +1,"RT @BeAnUnfucker: It's estimated by 2050, there'll be 200million people displaced by climate change. That's the current population of…",851399 +2,UPDATE 3-Big Oil pledges $1 bln for gas technologies to fight climate change https://t.co/fYjebKJWJ3,37673 +2,Duke Climate Coalition calls for University to take action against climate change i .. https://t.co/Y5V87gBzwL #climatechange,673411 +2,Jerry Brown to transform California into a “climate change bubble” disconnected from reality https://t.co/tQWeUObdiC,296159 +0,Why is climate change so difficult to understand? What are they afraid they're going to find out if they continue research?,114948 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,186050 +2,"RT @BirdLife_News: A quarter of all globally threatened birds are being further punished by climate change, new study reports… ",336850 +1,"RT @BSNLCorporate: Science has power to protect the ecosystem, tackle climate change, foster innovation, eliminate poverty & inequalit…",117417 +0,@LegInsurrection To reign global warming on Israel.,18648 +2,RT @populararch: The ancient #Indus civilization's adaptation to climate change #archaeology #anthropology https://t.co/inJF9xKFvu https://…,785478 +1,"We must rethink globalization, or Trumpism will prevail..the main challenges..rise in inequality & global warming' https://t.co/gkDTzU5MrO",253816 +1,republicans be like: 'i don't believe in climate change and here's why' *links an article from a denier website with 0 scientific accuracy*,642658 +0,RT @styIesactor: Polar bears for global warming https://t.co/G2T62v5YXD,670849 +1,"RT @DrJillStein: Trump pretends not to believe in climate change, but he's buying a wall to protect his Ireland golf course from rising sea…",762934 +1,RT @NatGeoChannel: Head to the most inhabitable place on Earth to see scientists conduct research on how climate change is impacting w…,938053 +1,"RT @scienceclimate: Science Educators, do you teach about climate change? Come collaborate with us. https://t.co/xDUazntsVA #climatechange…",446386 +1,@railboy63 @bdbmobile @algore So glad people get that climate change isn't a heat wave!,762784 +1,"due to the lack of concern about climate change, #ItsMoreLikely Nevada will soon be beachfront property",349670 +1,"@georgiiama i was telling him to prove that climate change is NOT real, because at this point it's obvious it is. t… https://t.co/0C7MlZqkFi",10104 +1,RT @DolceandGandre: The Trump administration is trying to remove data about climate change off the internet. How is that not the Ministry o…,706233 +2,Google:How Margaret Thatcher helped protect the world from climate change - CityMetric https://t.co/DuGVYAihdJ,589425 +0,Not a single mention of China inventing climate change. Fake news!!! #BBCDebate #LeadersDebate,527905 +1,"RT @alfromct: EPA Pruitt, incompetent plagiarist, says CO2 not a contributor to global warming. NASA & NOAA say otherwise. https://t.co/6S…",861540 +2,RT @guardiannews: Utopian ideas on climate change will get us precisely nowhere https://t.co/EB3d3FLPhp,970040 +1,RT @Mike_Mill_: Just so everybody knows climate change is still a real thing,689005 +1,"RT @DanRather: Actually people do know climate change is real - like scientists and almost every other head of state in the world. + +https:/…",764838 +1,RT @UNESCO: It is essential that we work as one together with indigenous peoples to address climate change…,906265 +1,RT @CNN: No snow where there should be. Bleached anemones. Cracks in the ice. This is what climate change looks like:…,864827 +1,2017 is so far the second-hottest year on record thanks to global warming | Dana Nuccitelli https://t.co/cybJdynglp #Green #Eco #Sustainab…,420530 +2,How climate change could make air travel even more unpleasant https://t.co/SLUqR0wke8,493277 +1,"RT @YungHazEmall: The guy who doesn't believe in global warming, just dropped 59 missles in Syria.. God please watch over us when we need y…",933174 +0,"RT @ULTRAVlOLENCE: Interviewer: 'What do you think about global warming?' +Melania Trump: 'Hello... He's kind he's strong, he's a great... c…",299003 +2,RT @InSpiteOfTrump: Barrier reef back in the crosshairs of global warming https://t.co/YDFGBZL0MY,504518 +0,RT @CivilJustUs: How do they expect us to care about global warming with all this penguin on penguin crime?? https://t.co/HypysWHvVV,400649 +0,RT @itrevormoore: Be the climate change you wish to see in the world.,971194 +0,"RT @NZGreens: As we debate climate change, our thoughts are with all the people caught in the path of #CycloneCook - @jamespeshaw #netzeronz",274363 +1,"RT @Vic_Rollison: On the day PK tells ABC's #730 their standards have dropped, they follow climate change denying racist Hanson for a swim…",261202 +2,Patton Oswalt wants Mick Mulvaney tried for climate change ‘terrorism’ https://t.co/OZfNyy7Lld,498063 +0,"Niggas asked me what my inspiration was, I told'em global warming, you feel me? #cozy",251729 +1,RT @rachelkilburg: There are people who believe in weather reports determined by a ground hog but don't believe in climate change determine…,753464 +1,@CNN China and India are the guilty of causing what climate change were experiencing today. Shut them down! https://t.co/8cUJKcOOA6,436055 +1,RT @ronloch: A call to arms-full-of-cash: How investors can mobilize against climate change https://t.co/OSTJH2pS7X va @GreenBiz #CSR #impa…,812445 +1,@RoyalFamily Tell Trump to kiss your butt on climate change!!!,378867 +1,RT @greenpeaceusa: This is what climate change looks like �� https://t.co/bMFHmVbVfb,970278 +2,RT @SierraClub: 'A sense of despair': The mental health cost of unchecked climate change https://t.co/SA0wyw86iS (@CBSNews),642432 +0,"RT @kady: Don't worry, people can now start complaining that it took TWO YEARS to appoint a new ambassador for climate change. https://t.co…",937757 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,353911 +1,Denying climate change is dangerous. Join the push to the world's future. His essay as WIRED’s guest editor:,985564 +1,"RT @nytimes: In the Netherlands, climate change is not a hypothetical or a drag on the economy. It’s an opportunity. https://t.co/numCDJsycM",537261 +2,"From Trump and his new team, mixed signals on climate change https://t.co/QAUXkPESGT",662990 +1,Greens have long pinned hopes on cities stepping up on climate change. But what happens if states stop them? https://t.co/9JqcdFFLRJ,205314 +1,"RT @SenSanders: On virtually every major issue — raising the minimum wage, climate change, pay equity for women — we are the majority",438251 +0,Zach doesn't believe in global warming? Lolol okay...,85415 +1,RT @Melita_Steele: This is a HUGE deal! Victory in SA’s first #climate change court case! https://t.co/bGKUTGYPiC Congrats @CentreEnvRights…,862360 +1,@advodude @RickGrimes241 It's real. It's happening. Yes this fire was caused by a human. Just like global warming!,795023 +1,"RT @DavidCornDC: Hey Florida, nice little Everglades you've got there. Thanks for voting for a climate change denier. See you in hurricane…",640657 +1,RT @RwandaResources: '#EastAfrica is one ecosystem and so we need to act as one in addressing climate change.' - @jumuiya's Hon. Patrici…,361576 +1,RT @AjayKushwaha_: Terrorism & climate change are the two areas which we will all have to address on mission mode: Shri @PiyushGoyal Ji htt…,281861 +1,Six irrefutable pieces of evidence that prove climate change is real. https://t.co/1Afdl0XwOn,845600 +1,"97% of scientists believe climate change. + +Trump supporters: GIVE THE 3% A CHANCE. + +#climatemarch #climatechange https://t.co/zJkgGYYxML",195939 +1,RT @Omagus: 'How do you make climate change personal to someone who believes only God can alter the weather?',569721 +1,RT @BernieSanders: 'The concept of global warming was created by and for the Chinese in order to make U.S. manufacturing non-competiti…,457699 +2,"Company with top scientists know science shocker: Shell 1991 film warned of climate change danger + +https://t.co/mlvoMXhk08",195093 +2,RT @kamleshkhunti: Association between climate change and diabetes? https://t.co/n7cQkUw9qR,641383 +1,"2016's 'exceptional' weather proves that climate change is REAL, say scientists https://t.co/8fMIOlekRG #globalwarming",454900 +1,RT @ClimateCentral: Pope Francis just threw some serious shade at Donald Trump in the climate change department https://t.co/eFXsv4wxDB…,929591 +-1,"RT @KiranOpal: Communist agenda: + +9pm: read a bedtime story to the kids about how climate change was reversed by collective innovation & co…",491010 +1,"RT @MrGreenGus: This is exactly what we mean when we talk about run-away climate change. +Methane escaping from the tundra as warned. +https:…",581532 +0,"@EWdeVlieger Bijna elke duurzame loofbomen, paddenstoel instelling wil cashen onder het mom van global warming, ter… https://t.co/0j1b1usnUg",50664 +2,"In race to curb climate change, cities outpace governments - 'Cities from Oslo to Sydney are setting goals to curb… https://t.co/GXQnRq6Mx0",520564 +1,"It’s never been clearer; to avoid dangerous climate change, we must keep fossil fuels in the ground. #GDMAfrica2017 https://t.co/W3gZoMFryq",70930 +2,"RT @JamesHibberd: .@GameOfThrones star warns: Winter isn’t coming, climate change ‘terrifying’ https://t.co/uPckEiACT9 #GoTS7 https://t.co…",79804 +0,"How are human rights, gender equality, climate change, global citizenship &peace covered in txtbks?… https://t.co/MRnAj5AUY8",190137 +1,RT @br3daly: any progress we've made in combatting climate change will be thrown out the window or remain stagnant for 4 years. we don't ha…,502684 +1,RT @AMZ0NE A SciFi author explains why we won't solve global warming. Read the blog. ▶https://t.co/ZGQjLT5DHn #amreading,729705 +2,RT @WorldfNature: Trump budget chief on climate change: 'We consider that to be a waste of your money' - CNN International…,70780 +0,#saw 'The Circle' with an al gore trailer on global warming#2. I thot he had died?,463224 +1,"RT @brianklaas: Trump named a politician who has denied climate change science and who has no scientific credentials...to run NASA. +https:/…",119452 +1,"@MarkHertling @barbarastarrcnn @CNNPolitics Person associates climate change agreement with Obama, hence, it must g… https://t.co/MQiuyHDTzt",588207 +1,"RT @Tomleewalker: vegans are extra, meanwhile u contribute to the single largest direct cause of climate change because a vegan was rude to…",696751 +1,RT @nowthisnews: Show these terrifyingly alarming photos to anybody who doesn't believe in climate change https://t.co/7fF71aoXF0,836645 +1,"@TheEconomist +According to 'scientist'Trump climate change is BS & for that he'll skip the Climate agreement as soon as possible. +Crooked",419308 +0,RT @SamArua_: People still don't get the effect of this 'climate change' talks...e go soon do dem like Nollywood film https://t.co/YBnOOm4g…,172253 +2,"RT @thehill: GE CEO vows to ignore Trump, continue to fight climate change: https://t.co/M2x7Iab5vY https://t.co/CZIcvURkoF",77011 +0,"Polls reveal it’s the long, tiring grind that changes Americans' opinions about climate change, writes @yayitsrob. https://t.co/Ed94Wv44Bc",85674 +1,Changes resulting from global warming may include rising sea levels due to the melting of the polar ice caps https://t.co/y60BdLDO0U,69063 +1,RT @StarvingHartist: The new head of the EPA doesn't believe in climate change & is currently suing the EPA. Someone get the fucking rin…,626233 +1,"RT @AdamsFlaFan: No, me either. And it was Exxon who knew the effects of fossil fuels on global warming many years and hid the info. https:…",570180 +-1,Up to 18 inches of global warming to dump on NYC https://t.co/EoWL9ckJEw,949203 +1,Baby Doomers' Why you may not get grandchildren: Millennials are too worried about climate change to reproduce… https://t.co/BtiC9oDGIp,636840 +0,"they'll burn the fucker to the ground like the British, global warming or no.",444023 +2,RT @jwalkenrdc: Scott Pruitt’s office deluged with angry callers after he questions the science of global warming https://t.co/RoMZ6mIGvZ,976969 +2,RT @climatehawk1: Why #climate change is going to be very bad for the global economy - @BusinessInsider https://t.co/PKAxLsHl3X…,40248 +2,MPs from 34 countries write to stock exchanges asking them to make firms reveal climate change risks https://t.co/FbJy9hypb9 #worldnews #n…,375405 +0,RT @NZinUAE: @algore says stability at threat from climate change calls for smarter Govt approaches to mobilise positive changes…,114409 +1,RT @SenSanders: We have a president-elect who doesn't believe in climate change. Millions of people are going to have to say: Mr. T…,593027 +2,"RT @gramsci1937: Paris climate change treaty 'irreversible' - François Hollande + +https://t.co/lxtouJahFi",954667 +2,RT @MichaelReschke: @IndianaUniv spending $55M to help state prepare for impacts of climate change https://t.co/7UigDkbExX,969857 +1,RT @PriyaSometimes: We live in a generation that is more scared of visible panty lines than it is of global warming.,141352 +2,Post Edited: On the brink: 95 per cent chance of global warming ‘tipping point’ https://t.co/4GfUmfTwrG,599448 +1,"RT @nytopinion: When it comes to climate change the threat is clear. Well, not entirely, says @BretStephensNYT.…",269867 +-1,RT @saifedean: The idea that there is a consensus among scientists on CO2 emissions causing global warming only exists in media & PR releas…,566946 +-1,@FriendsOScience @00Kevin7 @manny_ottawa @EcoSenseNow @YouTube i was obviously misled by nasa's ice core global warming scare.,349282 +1,since he thinks global warming is a hoax this is literally what Trump's America will look like https://t.co/XJc1GNEG1I,270541 +1,"RT @lorddeben: We will know, in a world threatened by climate change, Brexit, Trump, North Korea, and terrorism, who has right pri…",538605 +1,RT @UnfamiliarMia: Michael Gove has voted against measures to prevent climate change and voted for culling badgers is our new environmental…,847236 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,848454 +-1,Europe has tons of money for global warming so it's time for them to pay for their own defense https://t.co/wUT1vW0MrV #MAGA,375937 +1,RT @JordynJackson1: It's official our EPA administrator doesn't believe in global warming welcome to hell yall,57743 +1,RT @SenSanders: We have a president-elect who doesn't believe in climate change. Millions of people are going to have to say: Mr. T…,725643 +1,"RT @guardiancities: With climate change, rising temperatures will affect cities around the world. Tell us: how is it an issue where you liv…",981519 +1,RT @GreenTechGlobal: California set an ambitious goal for fighting global warming. Now comes the hard part https://t.co/V0CP3PuOnT,268867 +2,What does Africa need to tackle climate change? - https://t.co/6aXWZ547ub https://t.co/kg2Zr10HJQ,390165 +1,@TTrogdon Remember global warming is a hoax kids never mind those two pesky giant storms Harvey and Irma :)prayers… https://t.co/32kIyKwKzU,675122 +1,RT @rickygervais: The Whitehouse is being filled with creationist climate change deniers. But on the plus side God will give your grandchil…,521346 +1,RT @coop_dean22: I don't understand why people don't see climate change as a valid threat to our country.,178704 +1,RT @TEDTalks: 'We are going to win this. But it matters a lot how fast we win it.' @AlGore on climate change: https://t.co/fLxKeIrBhl,891788 +1,RT @wef: How global warming could see your city submerged under the sea. Read more: https://t.co/pCDDoU6W8M https://t.co/dgC5ILy90B,972293 +1,RT @TeckieGirl: @IAmJohnSparks 63...it should be 53 thanks global warming...we should be wearing coats.,738914 +1,"I was just thinking while making coffee.... hey Cali - Sorry about your drought and climate change, #sTrumpet supporters don't need food?",960077 +1,RT @SenSanders: We have a president-elect who doesn't believe in climate change. Millions of people are going to have to say: Mr. T…,985447 +1,RT @allieddown: Do what you can to prevent climate change. #ProtectOurWinters https://t.co/JtNVYqVJmQ,708089 +1,RT @philstockworld: We need to look at facts and get politics out of the discussion... “Why we need to act on climate change now” https://t…,476313 +1,"RT @1followernodad: parent: I'd do anything for my children! + +Scientist: here's how to stave off climate change so your children can stay o…",660581 +1,RT @cote_se: How IoT helps insurers mitigate the risks of climate change https://t.co/M5HImOuKLo #IoT,229875 +-1,"RT @joelpollak: If you pretend the first Category 3 hurricane in 12 years has anything to do with global warming, you're not a scie…",237639 +1,Does @RepMGriffith support #POTUS actions on climate change that endangers our children's future and is out of touch with reality?,716118 +2,RT @_Unionistparty: Breaking news!!! @realDonaldTrump issues a massive gag order on any speech about climate change @CNN @foxnews @msnbc @c…,486037 +1,"RT @Tom_Swetnam: This is a superb assessment of climate change denialism: Q&A, episode 4 - Mountain Beltway https://t.co/Re555qRNxx",563543 +1,RT @goldengateblond: So the @nytimes hired someone who thinks climate change is still up for debate. This is not a 'different opinion.'…,254804 +0,At Chautauqua --discussion on climate change with CSIS expert. https://t.co/z6nfyx0fos,78889 +2,The Weather Channel rains on Breitbart's anti-climate change parade -… https://t.co/RcjqNVL6Ja… https://t.co/QNZjdqFRDC,386438 +1,"RT @shreec: It's still not clear that Trump believes in climate change. We know the guy running the EPA doesn't either. + +It is astounding.",32839 +1,"It's going to be unseasonably cold all week, but climate change is apparently a hoax. Mkay",431941 +1,RT @HuffingtonPost: Pretty much every living thing is already feeling the effects of climate change https://t.co/5U8EQ27eFi https://t.co/nI…,718650 +1,RT @verge: Trump has no idea what he's talking about when it comes to climate change https://t.co/XbXmfrL93I https://t.co/KUK0Eeyq9l,346998 +0,"RT @Salvesayson: You’re so hot, you must be the cause for global warming. #ALDUBSourceOfLove +@lynieg88 i",992665 +1,"RT @ClimateReality: #RyanReynolds sat down with us to talk about climate change, deforestation, and solar tech https://t.co/VN0GXNmtCX",925712 +2,"RT @BDTSpelman: Jane Fonda: If we don't address climate change immediately, four years from now it will be too late.",245575 +1,RT @HillaryforSC: From climate change to immigration reform—we need the help of Democrats at every level to solve our most complex pr…,590854 +2,"RT @TheCDZ: Susan Sarandon on Trump meeting with Kanye West: 'I hope Kanye talked to him about climate change, that's what I'm counting on.'",334895 +-1,"RT @loftyjester: Of course they have, fuck all to do with FAKE climate change, all to do with trade partnerships. https://t.co/8OHfpgWybC",763763 +1,RT @AdamMcKim: 'To deny [climate change] betrays the essential spirit of this nation--the practical problem solving which guided our founde…,553578 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,775770 +0,"@weatherchannel look how red that area is, take cover reds! and while you're in there with the power out, read some books on climate change",424580 +2,RT @UNEP: Scientists are calling on policy makers to act urgently to slow the effects of climate change on endangered species…,465 +2,The next big climate change battle starts in India: … . Whatever Trump’s attitude toward… https://t.co/vvqBnYOkxQ,276277 +1,Una tragedia en Colombia! A tragedy in Colombia - almost certainly the result of climate change. https://t.co/EAVtKZbOLK,933904 +1,Going to miss him. Doing his best to protect us the best he can from a man who does not believe in climate change. https://t.co/tbCpd8CuPB,325005 +0,if global warming ain't real then explain club penguin shutting down,523534 +0,Discussion about climate change often focuses on the future.…But what if we talked about the past instead?'… https://t.co/hOa2VO8a1H,694588 +1,"EPA: Fuck climate change + +DoD: Um, climate change is a national security problem. + +Pres Cheeto: duuuuh (drools on tie)",144392 +0,"RT @RedPillRe: Homes of Al Gore, Elon Musk, and Robert Iger. + +Guess, are they climate change advocates or #hypocrites + +#ParisAccord +https:/…",659970 +-1,>>131262514 >Liberals now think Summer is global warming,416326 +0,RT @tribelaw: Contrast @JoeNBC & @morningmika's dignity w deranged T tweets attacking them; reflect on global warming & wrecking EPA; then…,183775 +-1,"@PrisonPlanet @Kittens4milk Collusion is to Russia hacked the election, as Climate change is to global warming + +#LiberalHysteria",985238 +-1,Sally Kohn’s latest evidence of climate change proves she is ‘not a smart person’ https://t.co/NjvV0pUtbN via @twitchyteam,827631 +1,"In other news, it's going to be 97° in parts of LA today. Nov 9th. Really glad we have a president who will address our climate change issue",633279 +1,RT @imalyssalau: America has fucked over the lives of millions & the future of this earth (b/c climate change is a hoax made up by the Chin…,597851 +1,RT @billmckibben: NYT: Trump is robbing us of the time we have left to fight climate change--time we will never get back https://t.co/bnPMr…,938238 +-1,@sciencerocks156 Next 4 years R very critical 4 US & the world.Islamism is a much bigger threat than global warming 4 the Earth @TarekFatah,165821 +1,"RT @EconSciTech: Take a dip in the unusually warm waters of Palau, where corals may hold the secret to combating climate change…",77013 +1,Environmentalists cried hoarse for years. Now I hope the world is convinced of shocking speed of global warming. https://t.co/HN1ht9AdsR,861780 +1,RT @bnkstn: The future might be in good hands if global warming doesn't take us all out https://t.co/eNc9HNkxrx,807138 +0,"And now for a message from climate change: Keep your seatbelt fastened, even when the sign isn't illuminated https://t.co/gCyfSfqEhe WIRED",813252 +0,@stevenburns131 Are you saying he DOESN'T believe in global warming/climate change?,915086 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,182649 +1,"RT @ReclaimAnglesea: On climate change policy, neither time nor Trump are on Turnbull's side (Coal & #ClimateAction incompatible #auspol) h…",858209 +1,RT @Salon: The largest oil company in the world understands more about climate change than the president of the United States…,351795 +1,RT @gmbutts: A pitch to Conservatives who think the party's tradition of climate change denial is too moderate. https://t.co/BxoH5uWecu,688713 +2,RT @BBCPeterHunt: Prince Charles calls climate change the 'wolf at the door'. @realDonaldTrump has called it a 'hoax' and 'bull****'. https…,362619 +1,Trump's just-named EPA chief is a climate change denier https://t.co/3LbDTue5sa via @mashable,134252 +-1,"RT @Cernovich: Same 'experts' who said Hillary would win claim 'climate change' is real. LOL! Go away, morons, you know nothing and you los…",801872 +0,RT @picklesthomas: @MissEmerKenny Unconventional policies on climate change.,434149 +0,RT @chhlss: If global warming isn't real how come club penguin is shutting down?,979828 +0,@tanamongeau Bitch talk to me I'll talk about global warming with you,273786 +2,"RT @s_guilbeault: Canada not ready for climate change, report warns https://t.co/5YWljFkdA3",410133 +1,RT @eliasisquith: 9. The president-elect does not believe climate change is real. He has promised to negate the Paris Climate Agreement,532002 +1,RT @ALaingSEO: Trump hired a climate change denier - someone who claims climate change is a hoax - to lead the EPA! #myronebell. Unbelievab…,200674 +2,RT @JonathanCohn: Why climate change is about to make flying a whole lot worse https://t.co/iHGnBY0DEg,657751 +-1,RT @CampersHaven: @docdhj @warrenwarmachi1 Thank you @realDonaldTrump climate change is a fake and a way to get money for globalist,731040 +0,What scares me most about global warming is the possibility of more nude beaches.,116331 +-1,"@bruneski ...because obozo, lib's serving Soros and the global socialist agenda AKA global warming worked so much better for USA!",863976 +1,RT @Slate: Trump will be the only world leader to deny climate change. https://t.co/thTQM5qEy6 https://t.co/0WvubdXUqu,619125 +1,RT @retroJACE: global warming real as hell. al gore told us. leo dicaprio keep tryna tell us. its 82 degrees and its halloween. sumn aint r…,125623 +1,Trump's denial of climate change should be his biggest scandal... Wtf is he thinking. Is making the world better so horrible? #climatechange,310473 +1,RT @chaplinlives: Fossil fuel industry whore EPA chief wants climate change 'debate' televised. Followed by a debate on gravity? https://t.…,937959 +1,RT @Coral_Triangle: Spread the word that we need urgent action on climate change and reef conservation. #COP22 #oceans https://t.co/3GHN7t0…,308435 +-1,RT @SteveSGoddard: California is suffering some particularly severe global warming this year https://t.co/Fprtma5uI8,472552 +2,RT @AP: Pilgrims feeling the effects of global warming mark Peru's annual Snow Star Festival in this #360video. More here:…,14123 +0,they asked what my inspiration was and i said global warming.. like nigga i'm cozy,463476 +2,RT @MarketsTicker: Pruitt won't say if Trump believes climate change is real https://t.co/6zfpcMkTeB,138171 +1,"If .@POTUS wants to save U.S. infrastructure & #MAGA, he needs to care about #climate change… https://t.co/BWZh0hfYqa",421060 +1,"RT @markrWRI: Trump denies climate change, but could one day be its victim @WorldResources @SamAdamsWRI @WRIClimate https://t.co/JDD584zWZV",579935 +0,the end of the world can not come soon enough COME ON climate change https://t.co/sBW01s7XpH,764743 +1,"RT @altUSEPA: SCOTUS ruled climate change immediately threatens America. An EO that rescinds ACC rules may be unconstitutional. +https://t.c…",121733 +1,@RioSlade @nytpolitics the US won't matter. We'll be run by climate change deniers. Policies will hurt everyone somehow.,902719 +2,"RT @CNN: Exxon 'misled the public' on climate change for nearly 40 years, according to a new Harvard study…",499377 +1,@richardwjones I made no political assumption - just picked outlets that push climate change denial. Your fail. @Balinteractive,330434 +-1,"RT @petefrt: Exposed: How world leaders were duped into investing billions over manipulated global warming data + +#tcot #p2…",579092 +1,"Passed an anti-vax, an anti global climate change, and a crossfit competition on the mall so far. DC is hell.",881788 +0,she give me hot head i call her global warming,531037 +2,Growing algae bloom in Arabian Sea tied to climate change - https://t.co/A4j8T5usOS https://t.co/LBysYLiXlo,11749 +-1,@PrisonPlanet @DrJillStein and so now I'm burning a tire in my back yard. Sending smoke signal 'man made climate change is merely a tax.',549582 +2,"RT @cnnbrk: Secretary of State moves to eliminate or downgrade special envoy positions, including climate change representative…",573156 +2,#Top_Stories Committed to climate change as per own requirements: India - Economic Times https://t.co/QbAMLwQU3e,30448 +2,RT @motherboard: Rex Tillerson used alias 'Wayne Tracker' to secretly discuss ExxonMobil's climate change problem…,129351 +1,RT @nature_org: The science is clear. The future is not. The powerful climate change documentary from @LeoDiCaprio is streaming for…,37561 +1,RT @GuardianSustBiz: How will climate change affect the retirement savings of people like you and me? https://t.co/aaR6doA36c,465406 +1,RT @PiyushGoyal: India makes International Solar Alliance a reality. Solar-rich countries come together to fight climate change. https://t.…,667012 +1,RT @MikeBloomberg: .@LeoDiCaprio's #BeforetheFlood on @NatGeoChannel tonight puts focus on reality of climate change & need for action. htt…,469269 +1,RT @BernieSanders: #ImVotingBecause the future of the planet is at stake. Hillary Clinton will combat climate change. Donald Trump thinks i…,390170 +1,"Tobacco, #climate change... The #MerchantsofDoubt are at work! #marchforscience @NaomiOreskes @ErikMConway https://t.co/FBzhjCVHRb",959738 +2,"TRUMP DAILY: Apple, Google, Microsoft, and Amazon will continue to fight climate change despite Trump’s order #Trump https://t.co/7WEVPu8IOp",563239 +1,"Public transit will make a huge difference with climate change, but why does it always attract smokers and other white trash?",298348 +2,"RT @usgcrp: Vulnerability to #climate change varies across time and location, communities, and individuals:… ",969120 +1,RT @SenSanders: We have a president-elect who doesn't believe in climate change. Millions of people are going to have to say: Mr. T…,562344 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,507849 +0,@Sethrogen stop global warming tear down h-wood replant trees can't imgin all those explosions and limos good 4 environment #hypocrits,612473 +2,RT @JayFamiglietti: Is climate change making catastrophic storms like #Harvey the new normal? Expert climate scientists weigh in.…,214099 +2,"The #chemicals industry has joined the fight to prevent climate change. +https://t.co/IYqB1ttOFC",358893 +1,"RT @ddlovato: #IVotedBecause I believe in equality, we need comprehensive immigration reform, I am pro-choice and global warming IS real. #…",877762 +1,RT @World_Wildlife: Polar bears are the poster child for the impacts of climate change on wildlife. Read more: https://t.co/IRKTfJaZQC…,290774 +1,"RT @edwardhadas: Even climate change sceptics should worry about Trump's Paris decision. He hurts already fragile global governance, https:…",366083 +0,RT @cstoudt: National Geographic will stream DiCaprio's climate change doc film for free https://t.co/ARE8bLIsz6 #climatechange,328980 +1,"RT @mmcauliff: I wonder how 51,000 Jill Stein voters in Michigan feel about prospects for addressing global warming. (Clinton trails by und…",381821 +1,RT @rickygervais: The Whitehouse is being filled with creationist climate change deniers. But on the plus side God will give your grandchil…,143194 +1,@SenSanders I agree. Why. We are putting more fumes in the air p. The reason all the CEO's are republican. It causes global warming.,720448 +1,Sign the pledge to #StandUpForScience and against #climate change denial and disinformation: https://t.co/YxcPlEf70X,907123 +1,#morningjoeTrump a double threat.Could end us fast with nukes.Or a bit slower by gutting climate change initiatives.,330539 +1,RT @AJEnglish: Why you shouldn’t trust climate change deniers - @AJUpFront @mehdirhasan’s Reality Check https://t.co/o2w7vA7dTn,250496 +1,"RT @DrBobBullard: With or without the U.S., the world’s going to move forward on climate change https://t.co/6wwW1YC2eZ via @grist",825050 +2,RT @WorldfNature: Judge orders Exxon to hand over documents related to climate change - CNNMoney https://t.co/RVXMpQikIJ https://t.co/uWITf…,310470 +-1,Doubt he'll be so convinced about global warming after visiting Embra. #leowatch https://t.co/4kFq6aWF2O,537199 +2,RT @washingtonpost: How climate change could be breaking up a 200-million-year-old relationship https://t.co/rPFGvb2pLq,399654 +1,"@NinaDontPlayMtG CO2 has nothing to do with climate change, and anyone with a Ginsu can be a heart surgeon!",702705 +2,"RT @DailyMonitor: According to experts, good farming practices can combat the effects of climate change and also limit it. #FarmClinic http…",892244 +2,"RT @Reuters: In rare move, China criticizes Trump plan to exit climate change pact https://t.co/XM7qUmahdX https://t.co/NA2yg8JkP9",622058 +1,RT @rachelgreene116: You won't be calling me a liberal snowflake when the global warming that you claim doesn't exists melts all the snowfl…,620110 +2,"RT @sciam: After Trump inauguration, White House website cuts references to 'climate change' and 'global warming.' @motherboard https://t.c…",351959 +2,The right in America may deny climate change but conservatives in the UK are taking action https://t.co/D0ClAQ4Tii,559004 +1,RT @WendiAarons: How can we be surprised there are climate change deniers when 90% of us believe germs count to 5 before jumping on dropped…,466335 +1,It still amazes me that people don't believe global warming is real,916165 +-1,@PrisonPlanet @staugy 'Tantrums based on fear of change' is the global warming movement,299696 +1,"RT @SarcasticRover: “Here are 5 random people who say climate change is a hoax.” + +“Here are 5,000 scientists who say it’s real.” + +“See?! Th…",900452 +2,Jesse Watters is on the hunt for global warming https://t.co/EUsXNDbcnY,161340 +2,"RT @vlramirez12: Sanders to Trump: Listen to scientists, climate change is real https://t.co/BLhOxVgPBF via @msnbc",944524 +1,RT @Sustainable2050: I asked you what to recommend for people that don't accept or understand human-caused climate change. Clear winner: ht…,788328 +2,"Trump will undo Obama’s plan to curb global warming, the EPA chief says https://t.co/mHK7FYm29A https://t.co/CloSvBOKyW",680075 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,1144 +0,RT @YABOYLILB: if global warming doesn't exist then why is club penguin shutting down,899001 +1,RT @colmtobin: You just know climate change is real when it's this cloudy on the first day of the Leaving Cert.,764267 +-1,@AnnCoulter Good idea. I personally think gun control is the answer to global warming. It has to be the burning gunpowder that is doing it!,181502 +1,RT @GrayMaddie18: I can't respect a leader who doesn't believe in climate change.. actually I can't respect you period if you don't believe…,396204 +0,RT @ClintSmithIII: Discourse around #NoDAPL should focus on how Native ppl have the right to defend themselves. Not just climate change htt…,165575 +2,RT @NatureNews: Staff at a US energy lab have asked scientists to scrub references to climate change from their work…,669572 +1,RT @WMBtweets: How IKEA Group framed climate change as an innovation challenge: #climateaction - @_stephenhoward https://t.co/HmGnrECRaH,996566 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,963786 +2,NY AG says Tillerson used alias in emails on climate change https://t.co/GSF3Vo6UqH,77291 +2,"To get ahead, corporate America must account for climate change https://t.co/HjVJa2CsY6",157958 +1,RT @rhodeytony: To the ppl who believe climate change is a myth: where is the harm in protecting our planet anyway? Why not use cleaner saf…,660600 +-1,RT @USFreedomArmy: Climate change (proven). Man-made global warming (unproven). Separate fact from fiction at http://t.co/WG8xVIFdVZ. http…,243384 +1,RT @washingtonpost: Opinion: Harvey should be the turning point in fighting climate change https://t.co/uOw8Dg9EdK,855526 +1,"Earth Hour is this Saturday, Mar.25th. Switch off your lights at 8:30pm to bring awareness to climate change -… https://t.co/QQ6VJX9Lus",15177 +1,"RT @j_szilagyi97: I can't believe Trump doesn't believe in climate change. It's not something you 'believe in' it's 110% factual, but https…",607972 +1,"RT @davidsheen: Israel forestry experts blame for fires: +1) climate change +2) worst weather in 40 years +3) bad choice to plant pines +https:…",641479 +0,@ahawe37 @fourzerotwo Where's the prejudice? pull from my tweet where I'm prejudice. 4 years we wont do anything about climate change,767241 +2,RT @businessinsider: The Trump administration has told the EPA to remove its climate change data from its website https://t.co/xHMcBspfnH h…,827384 +1,Our inaction on climate change will be the blackest mark against us in the history books. https://t.co/FA8UfN3wT8,77569 +-1,"RT @PolitiBunny: You just proved my point - if climate change were a thing, banning hunting wouldn't matter. Bears would be dying an…",101665 +1,How anyone can argue against climate change is beyond me. #fouryearsandcounting https://t.co/1D1I7KJI0g,136081 +0,"@RyanHoulihan I find the climate change aspect and Sarah Palin (to begin with) head of parks, it literally makes me sick.",247191 +2,RT @HuffingtonPost: UN: Paris deal won't be 'enough' to avoid worst effects of climate change https://t.co/2OzsX1RyKK https://t.co/Ube2xB0…,372137 +1,"RT @PaulRobbins15: Really useful summary of what may lie ahead on climate change. Face it, we weren't addressing the issue the night b…",82080 +1,"RT @SenSanders: On virtually every major issue — raising the minimum wage, climate change, pay equity for women — we are the majority",428600 +1,RT @postgreen: Al Gore offers to work with Trump on climate change. Good luck with that. https://t.co/ceJQGDxksj https://t.co/i1imNwePr6,371883 +2,"RT @FoxNews: March for Science rallies hit Trump for climate change skepticism, budget cuts https://t.co/YNDBXMxYFM https://t.co/PqLnnKf2Wv",478583 +0,"- Politico reports DOE staff discouraged from mentioning climate change +- CRA passes allowing ISPs to sell your data +- it's only Thursday",653972 +2,More winter-time haze in Beijing with global warming https://t.co/e7kwwNEnwh https://t.co/NHdC7alKOz,115685 +0,"Remwmber 'we are descended from the survivors, the people who are good at climate change, heroes (or fast runners)' @jackie_french_ #nwf17",743675 +2,"RT @IFRCAsiaPacific: Deadly winters, climate change spell doom for Mongolian herders https://t.co/FDbJAWFhqJ via @SCMP_news",785110 +-1,@SuperWahsum They have their own religion now called climate change.,67913 +2,Trump dismantles climate change panel https://t.co/tY9tQ8KasU,654623 +1,"RT @HawkPrincipal1: Lights, camera, green screen & 6th gr Science weather report on climate change! @NOAA #climatechange @AustiHawk64… ",597855 +-1,@Senator777 @mynameisNegan And @algore owns a condo in a San Fran flood zone - guess he doesn't believe in climate change after all,362750 +0,Who cares about global warming when all this rain is going to raise the water level we need to sort out our priorities man,970553 +1,"@SenFranken Sessions is an unqualified anti-civil rights, climate change denying bigot who should NOT be our AG! @senjudiciary #stopsessions",271990 +2,RT @CBCNews: B.C. forests get $150 million boost to battle climate change https://t.co/HAFSb7ok9v https://t.co/xXmbldeEHl,799661 +0,RT @LaceyGreve13: People who denounce climate change be like: https://t.co/YcdGfTctcy,250334 +2,RT @center4inquiry: Most Americans want 'aggressive' action on climate change: Reuters/Ipsos poll https://t.co/80lIm3wSmq via @Reuters,202714 +-1,@adamcurry OMG watch this very good anti-global warming response. https://t.co/vCkMU7Fqfd,719896 +0,i had forgot to #share that yes ''I DID #LIKED A TWEET OF @UN RELATED TO climate change of last possibly only 4-6 hours!!!! SO YESSS!! as th,686646 +1,"RT @_AlexHirsch: Simple. I believe in climate change, a woman's right to choose, gun safety & the wealthy paying their fair share. T…",740169 +1,RT @SenSanders: We have a president-elect who doesn't believe in climate change. Millions of people are going to have to say: Mr. T…,709571 +1,RT @SierraClub: 'Meet 9 badass women fighting climate change in cities' - includes our own @maryannehitt of @beyondcoal! https://t.co/dAZIY…,467521 +1,RT @OllieBarbieri: Country with the 2nd highest greenhouse gas emissions on the planet just elected a climate change denier as president. #…,608835 +0,"RT @SyfyWire: If we assume global warming is a hoax, what should we expect to see? https://t.co/wW5K1I0cxD https://t.co/rRB4lFteip",789353 +1,RT @BernieSanders: #ImVotingBecause the future of the planet is at stake. Hillary Clinton will combat climate change. Donald Trump thinks i…,772068 +1,RT @MarkRuffalo: This will kill 120k people/yr. Donald Trump is about to undo Obama's legacy on climate change https://t.co/scSBgFmbVB # vi…,826757 +1,"Coalition w/ women hating,homophobic right wing 'Christians', climate change denier is Environment Sec. I feel like I've moved to Trumpton.",335595 +1,RT @artistlorenzo: 'SUPPORT' I created this to highlight climate change and the need to protect our heritage. #VeniceBiennale2017 https://t…,262538 +2,#environment ‘There’s no plan B’: climate change scientists fear consequence of Trump victory https://t.co/PQu4i7T58h,914114 +0,"1st November??? +Surely no such thing as #global warming https://t.co/95oamcu45D",63037 +1,"RT @nadezhdakrups: @CNN As predicted, a bunch of science illiterate morons foolishly asserting this is proof that global warming isn't happ…",858667 +-1,"Dear global warming, +Why couldn't you be real? + +Signed, +A very confused person wondering why it's snowing in North Carolina right now",739011 +1,RT @lisang: I cannot believe the @nytimes expects intelligent readers to engage with a columnist who questions global warming. How insultin…,680261 +1,RT @SEIresearch: How vulnerable is your country to #climate change impacts abroad? See SEI's TCI Index https://t.co/xTn4UcRY4T https://t.co…,548731 +2,"Depression, anxiety, PTSD: The mental impact of climate change - CNN https://t.co/Ok0YUw16nR",101375 +1,RT @washingtonpost: 'Al Gore offers to work with Trump on climate change. Good luck with that.' https://t.co/3w5uUhkM89,635874 +2,RT @CNNPolitics: German Chancellor Merkel closes the G20 summit with a rebuke of US President Trump's stance on climate change…,386539 +-1,RT @InfidelAnna: @RobinWhitlock66 because of 'climate change''?? Stop making me laugh 😂😂😂😂,85240 +2,RT @cnni: Here's what President Trump's executive order on climate change means for the world https://t.co/2rp75eOeYm https://t.co/ZujQLzPX…,86583 +1,Indigenous land rights: A cheap and effective climate change solution @FordFoundation https://t.co/bLQWuBtiYT,128514 +0,"RT @_metafizik: .@JohnKerry said @realDonaldTrump would handle climate change like O.J. would hunt for his ex-wife’s murderer. +https://t.co…",612335 +0,"RT @creachadair: “Stop global warming,” they demanded. + +The AI sat quietly, designing an optimal solution. + +The first wave of plagues began…",950205 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,341324 +0,"RT @LanaDelRaytheon: did you know 'earth dayyy' is an anagram for 'thread ayyy' + +so here's a short thread about climate change and capitali…",411863 +2,RT @davidmwessel: DOE won't provide names of climate change staffers to Trump team https://t.co/iopRhxw7mR,918686 +2,RT @ajplus: Diplomats at the UN global warming summit are very concerned about Trump's stance on climate change. https://t.co/wZ6VbM60K8,248494 +1,RT @kengarex: This sculpture by Issac Cordal in Berlin is called “Politicians discussing global warming.” https://t.co/P9wUFQPRcW,199727 +1,RT @CNN: No snow where there should be. Bleached anemones. Cracks in the ice. This is what climate change looks like:…,620843 +0,RT @NOAAClimate: How confident are we about global warming's influence on certain extremes? https://t.co/OBr0sjrZ3l Q&A:…,876475 +1,Why 2℃ of global warming is much worse for Australia than 1.5℃ https://t.co/weKW9b9MJd https://t.co/RX45jWYQFa,227513 +1,Y'all it's the middle of November and I'm wearing a tank top but 'climate change isn't real' OKAY,729192 +2,International ranking of government actions on climate change puts Australia fifth last out of 58 countries. https://t.co/mUOjKHNhvJ #9News,63732 +1,Creating futures' - an excellent new resource for exploring climate change and climate justice available at https://t.co/GJ3ZzfoZdY #chrce,941203 +1,"RT @NatCounterPunch: Poor communities are on the frontline of climate change, they need to be involved in discussions, and solutions.…",377927 +1,RT @pablorodas: ClimateCentral: A program that will 'only become more critical with climate change' is on the chopping block in Tr… https:/…,199675 +0,"RT @UberFacts: President-elect Trump has selected Myron Ebell, a climate change skeptic, to lead his Environmental Protection Agency transi…",374504 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,240445 +1,RT @BernieSanders: #ImVotingBecause the future of the planet is at stake. Hillary Clinton will combat climate change. Donald Trump thinks i…,905440 +1,@Liz_Wheeler I agree. We should take global warming seriously after the polar bears die.,130005 +1,"RT @citizensclimate: .@dana1981 nails it in the @guardian: On #climate change, angels and demons are battling over Trump’s soul… ",704470 +1,wef: The cleverest countries on climate change – and what we can learn from them https://t.co/O0LzbW4vlm apolitic… https://t.co/ncLlXSkve6,836083 +0,"RT @zeynepdereli: Ironic! +China warns Trump against abandoning climate change deal +Source: China has warned Donald Trump that he... https:/…",543661 +1,RT @SenSanders: We have a president-elect who doesn't believe in climate change. Millions of people are going to have to say: Mr. T…,449909 +1,RT @maggieeeng: people who complain about how hot it is outside still but deny global warming https://t.co/Mqa9HK88JQ,428372 +2,Recent pattern of cloud cover may have masked some global warming: There’s a deceptively simple number at the... https://t.co/zkA5GkP43c,60697 +1,"#ForeignPolicy spans from dealing with other nations on global issues like, energy and climate change to trade. #FP2016election",858758 +1,CAUSE ITS THE TRUTH BYE... Thats why your president doesnt believe in global warming... Cause yall think 90F is nor… https://t.co/opGs1tESAP,443238 +2,RT @CNN: The kids suing Donald Trump over inaction on global warming march to the White House https://t.co/idPI5Qlou7 https://t.co/DfwziSqy…,413174 +1,"RT @KenGenKenya: 'To turn to geothermal is to answer the challenge of climate change,'H.E. @PresidentKE https://t.co/2T40JURUPO #GoKDELIVE…",459091 +-1,"RT @RealAssange: Just a thought: + +I cant remember if @algore invented the internet before or after he invented global warming.",899389 +1,Michael Bloomberg and Mark Carney: How to make a profit from defeating climate change | Opinion | The Guardian https://t.co/KzW5iAS68P,282362 +1,"RT @Fusion: Imagine, if you will, a world where the media covered climate change the way it covers Hillary's emails:…",783586 +2,"In generational shift, college Republicans poised to reform party on global warming https://t.co/plVx9WPPM9",159095 +1,"RT @RedPeppermag: To stop cranks like Lord Lawson getting airtime, we need to provoke more interesting debates around climate change +https…",176750 +1,RT @Mark_Butler_MP: 63% of Aussies believe as a country we should be a world leader in finding solutions to climate change #ClimateoftheNat…,783505 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,792028 +1,RT @Advil: the replies to this are why i stopped trying with climate change. humans deserve to suffer for their treatment of t…,497097 +1,@GRIMACHU the tactics of creationism and climate change denial.,146582 +0,@LexDarxyde @CNN What global warming.,195288 +1,Denying climate change as the seas around them rise - https://t.co/9gEGuYtDWt: CNN: The Louisiana coast is… https://t.co/WW5iFezXJh,434245 +-1,RT @kwilli1046: CNN's Brian Stelter destroyed by Weather Channel founder John Coleman over global warming. It is a hoax. https://t.co/POzl…,494534 +0,Hindi nako magtataka kong magkaka global warming kasi mama ba namin ng short oh! grabe ang puti bes �� https://t.co/zohSjeby53,850564 +2,US climate change campaigner dies snorkeling at #GreatBarrierReef #GreatBarrierReef https://t.co/UG8e4ptW6x https://t.co/Bl2kcnoR2e,923994 +2,"Euro Times: For China, climate change is no hoax – it's a business and political opportunity https://t.co/eztq1kNxCV via @moral_time",206460 +1,"RT @MartyChavez: Trump Flat Earth Society +On climate change, Scott Pruitt causes an uproar — and contradicts the EPA’s own website https://…",274856 +1,"RT @Lawsonbulk: Trump's new EPA boss denies climate change, loves pesticides https://t.co/LHFigy4n7X",665084 +2,"RT @nytimesphoto: Countries hardest-hit by drought, and famine, produce almost none of the emissions believed to cause climate change…",223266 +1,RT @CarolineLucas: Time running out for chancellor to mention #climate change.... #Budget2017,9538 +1,"RT @DecryptingTrump: Tweet Decryption: Listen to the meteorologists at NWS except about climate change, as to which their views should b…",652161 +1,"Americans are willing to believe a sky creep gets angry at intercourse without a piece of metal on one's finger, but not climate change.",15561 +1,RT @pattonoswalt: Not ominous at all! (He also wants the names of anyone working on climate change research) https://t.co/czP4ZROvtN,978938 +1,RT @SethMacFarlane: HRC proposes installing half a billion solar panels by the end of her first term. Trump thinks climate change is a hoax…,286324 +2,"China's coastal sea levels rise to record high, experts blame climate change https://t.co/ggbn5QYOIn",976808 +2,Leonardo DiCaprio meets Donald Trump to talk climate change https://t.co/dbH47EWJlb https://t.co/m3o8B1P1dk,933603 +0,RT @BigDuke123: yeah global warming where ever u r at all the hot air coming from ur mouth https://t.co/WCohSUSfC4,833749 +1,RT @JoeBiden: “Johnson says the jury is still out on climate change… talk about being out of it.â€ —VP campaigning with @russfeingold #voteb…,13957 +-1,"@abcnews I'm only thankful, that the Liberal Party has debunked climate change as a myth, otherwise, we'd REALLY be in the sh*t wouldn't we!",269703 +0,"@naturdenke5678 I don't know if you're talking about saving the environment, climate change, or if it's about certain people you don't like.",745126 +1,"Where not to find reporting on climate change: the opinion page. + +Yes, I actually read it. It's a bullshit argumen… https://t.co/qVxuAXBFdW",632428 +0,republicans on global warming: https://t.co/seYNjKF0SU,825742 +2,"RT @SopanDeb: 'On climate change, Scott Pruitt causes an uproar — and contradicts the EPA’s own website' +https://t.co/G4sMVU5SWg https://t.…",964931 +1,RT @FastCoExist: Paying people to stop cutting down trees is a cost-effective way to slow climate change https://t.co/z9HRRo7egk https://t.…,851128 +1,RT @Deanofcomedy: GOpers deny climate change but for some reason they all accept scientists on the #SolarEclipse,95759 +1,Worried about climate change or women's rights after the election? Donate to these charities https://t.co/5Rswz9Chaa,309693 +1,RT @mcnees: The man who carried a snowball onto the Senate floor and claimed it disproved climate change. https://t.co/BWbGhrpYt1,238223 +0,RT @Krazygio: global warming killed club penguin,972460 +1,JP was pissing me off with his whole 'global warming isn't real' bit today. Boiiii sit down 😤#lol,248021 +1,RT @theintercept: #HurricaneHarvey didn't come out of the blue. Now is the time to talk about climate change. https://t.co/XinhtyDqe4 by @N…,665198 +0,Does that mean the answer to rising sea levels is to shoot down the moon? Did I just solve climate change?… https://t.co/IB1AchG410,193420 +2,RT @EJ_Aus: Governments face 'wave of legal action' over climate change inaction as natural disasters worsen. https://t.co/RF8XpRdP0s #Harv…,919678 +2,RT @WFSFPres: Record-breaking climate change ‘uncharted territory’ https://t.co/LC4gqtYw3U Postformal #Education & Complex Futures https://…,404735 +2,RT @lenoretaylor: Trump begins tearing up Obama's years of progress on tackling climate change https://t.co/EgA1nL7J3j,596541 +2,RT @FoodSecuRR: Barack Obama on food and climate change: ‘We can still act and it won’t be too late’ https://t.co/jYxAxwGNcF https://t.co/K…,543460 +-1,RT @LiberalLogic123: Liberals are always talking about how science confirmed climate change but at the same time talking about how there…,464269 +1,RT @benmekler: It's 91 degrees in mid-November and the president-elect wants to cut 100 billion dollars in federal climate change spending,198672 +2,RT @gregladen: Trump’s defense secretary cites climate change as national security challenge https://t.co/2vEYI6a8ZA,44581 +2,RT @MDBlanchfield: Badlands National Park deletes climate change tweets after its account was ‘compromised’ - The Verge https://t.co/f3jnPj…,754946 +2,"RT @nytimes: How Americans think about climate change, in 6 maps https://t.co/Rdp0qpqLK0 https://t.co/zzxTAG2BUZ",569556 +2,RT @TheDailyClimate: #China blames #climate change for record sea levels. @Reuters https://t.co/tqf7QCYUmp,884544 +1,RT @adamconover: Ever wonder how we know that humans are causing climate change? The @EnvDefenseFund has this terrific summary: https://t.c…,989997 +1,"From heatwaves to hurricanes, #floods to #famine: seven #climate change hotspots via @guardian https://t.co/WdRZQC1Sj4",137472 +2,RT @PTI_News: US President #DonaldTrump signs order to roll back Obama's climate change measures.,161689 +1,RT @tedlieu: You know who doesn't compromise or give a damn? Mother Nature. @realDonaldTrump ignoring climate change won't make it go away.…,101094 +-1,"RT @mitchellvii: Larry King, 'Everyone can tell there's global warming!' Really? Even believers say its been about 1 degree in 100 years. C…",74324 +1,RT @davidsirota: This makes a strong case that every other political issue is tiny in comparison to the issue of climate change https://t.c…,543267 +1,A2: A good example is how climate change has made the design industry more eco-conscious 2/2 #ModernMonday,26454 +2,"RT @SasjaBeslik: Meet China’s 'ecological migrants': 320,000 people displaced by climate change https://t.co/MsyqCisUG6…",300023 +2,Jesse Watters is on the hunt for global warming https://t.co/OgSE7NDlIq,740203 +1,"We shall put emphasis on irrigation, especially the modernized type to fight climate change' #AgricUG https://t.co/66YfGofsCU",128301 +1,RT @BarackObama: Communities are already experiencing the effects of climate change—we can't afford not to act. Take a look:…,397205 +1,RT @SenSanders: If Trump wants to protect our national security he must recognize that climate change is causing destruction and instabilit…,506974 +0,#policies for global warming pandaw cruises vietnam and cambodia https://t.co/9lh7ha93tk,117627 +0,RT @jamesjcowan: BREAKING: #Netanyahu declares that #climate change is the work of arson-#terrorists from #Palestine. #corruption #israel #…,599175 +1,Worst climate change threat https://t.co/H5PBnjQ9pa #AgTech #ClimateFacts #environment #Agriculture #foodsecurity… https://t.co/hLJmb6rbkP,463508 +1,RT @LibbyReale: The left and right agree: Fox News destroyed EPA chief Scott Pruitt over climate change https://t.co/eDZgOJsdoD,372969 +2,RT @RunGomez: The National Park Service twitter account for @BadlandsNPS has gone rogue -- tweets about climate change https://t.co/hoACUe1…,748967 +2,RT @drinksfeed: How tequila could be key in our battle against climate change https://t.co/ZJvMzwmXlw,363192 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,903494 +1,Before The Flood - Leonardo DiCaprios latest documentary about climate change! Watch today: https://t.co/SHGbR6HiVg https://t.co/zUaefBIxz2,795490 +1,@NYTScience It's hard to imagine ppl of #Charleston thinking global warming will not affect them.,145543 +1,RT @earthhour: Check out this stunning #EarthHour shot from our friends over at Bolivia! Thank you for changing climate change wit…,548755 +0,Yo if japan made an anime about global warming do you thnk more people would care? Kinda like more people liked animals after kemono friends,695907 +-1,"RT @PaulCarfoot: No Scientist denies climate change, #climate is changing all the time, whether it be warming or cooling, it always… ",769445 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,221330 +1,RT @Thevman98: How do we have a president who doesn't believe in global warming now?,166255 +2,Climate scientists say likelihood of extreme summers surging due to global warming: Report’s authors say Sydney… https://t.co/MGy5yHi3Sg,811189 +0,What if this is the angle with which we can create a coherent response to climate change?,84497 +2,Plants can be engineered to help fight the effects of climate change https://t.co/3kBYLlDkrq https://t.co/tZafE0Of6a,150214 +1,RT @SenSanders: The Dakota Access Pipeline would be a huge blow to our fight against climate change. #NoDAPL https://t.co/47m6yUu4m5,865352 +-1,@CraigRSawyer But but but ... global warming! Won't somebody think of the weather?,995708 +1,"RT @RawStory: ‘I’m open-minded, you’re not’: Tucker Carlson melts down after Bill Nye schools him on climate change… ",509395 +2,RT @PamelaFalk: The world is racing to stop climate change. But the math still doesn't add up https://t.co/N4pBGsCidm,400295 +1,"With all the time @realDonaldTrump spends in Florida, you'd think he'd believe in global warming.",392938 +0,if the night king could fix global warming #GameOfThrones https://t.co/VtfvYB9Cyx,500114 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,52152 +1,RT @SLHDC: Yet another poll showing Americans disagree with Trump's actions on climate change https://t.co/Tp7wIRIBGg https://t.co/qm6vET8o…,931570 +0,RT @TheFilmStage: Leonardo DiCaprio's climate change documentary 'Before the Flood' is now streaming for free on YouTube:…,143876 +2,"Stopping global warming is only way to save Great Barrier Reef, scientists warn +https://t.co/Et4duwdJ77 +#Fukushima… https://t.co/jdKOp9T17d",351740 +2,Q&A: Australia 'raising middle finger to the world' on climate change - ABC Online https://t.co/XLLnVLhwUn,439405 +1,"RT @iaeaorg: As #COP22 continues, get a look at how #nuclear science fits into the fight against climate change: https://t.co/AvckXoXsx6",268360 +1,"RT @bitchxtheme: science: we can reduce and eventually reverse climate change if people stop eating animal products +carnists: did you say…",854656 +1,Emissions reductions can no longer prevent dangerous climate change.' https://t.co/RVrqZOC25H #climatechange,831348 +1,RT @climatehawk1: Science proves the obvious: the Arctic heat wave is because of #climate change | @FastCoExist…,571241 +2,"RT @CBSNews: Only way to save the world’s coral from heat-induced bleaching is with a war on global warming, study says:…",512626 +2,RT @hekasia: Congressman leaves stage to a chorus of boos after saying the jury is still out on climate change https://t.co/DlINFwgo2N,248780 +1,Neoliberalism has conned us into fighting climate change as individuals | Martin Lukacs https://t.co/RBHP8wDiVl,11184 +0,RT @seemorerocks: Guy McPherson: Abrupt climate change in a nutshell https://t.co/V4GkbaNYSd,297333 +0,"According to some media guys here in Charlotte, Kaminsky's responsible for Hornets being bad, global warming & the snowstorm in the NE.",428875 +2,Trump to announce decision on climate change Thursday https://t.co/HQdEUgDzmG,411234 +2,"RT @aerdt: What can rest of world do if #Trump pulls US out of #ParisAgreement on climate change? | @AdilNajam & Henrik Selin +https://t.co/…",69811 +0,RT @ClimateDesk: Sanders to Zinke: 'Is Trump right? Is climate change a hoax?' Zinke: 'I don't believe it's a hoax' but not sure how much h…,153288 +0,"@Ken_Rosenthal Considering climate change is the issue voters are least concerned with in polls, bullpenning probably sells more copies!",144935 +1,"Want to stop climate change, @UWM? See #BeforeTheFlood at your University... https://t.co/ObnMG2DHcQ by #olivialeeross1 via @c0nvey",760465 +1,RT @Nuclear4Climate: 'In USA there is 50 nuclear start up which develop new model of reactors to fight climate change' @kirstygogan of…,187455 +1,RT @HvstheD: China to Trump: Wise men don’t sneer at climate change #TeamHillary #vs #TeamDonald https://t.co/JpnkU942hP,111234 +1,"RT @UN: Monday is #WorldSoilDay. + +Soils are in danger due to the climate change & more. @IAEAorg explains how nuclear tech… ",675809 +1,"RT @fredguterl: If Trump does something about global warming, it will have 'tangible benefits' for US businesses @aisneed @sciam https://t.…",488542 +2,RON HART: Don't buy the 'climate change' hype - Santa Rosa Press Gazette https://t.co/DQNI7wpAjn,676221 +2,One of the most troubling ideas about climate change just found new evidence in its favor https://t.co/KyyEynEZ1u,645159 +1,RT @ReinaDeAfrica_: When you know this unusually warm weather in October is due to global warming and climate change but you still kind…,296926 +1,RT @Khanoisseur: Countries most impacted by climate change are in Africa–there isn't a clearer sign of Trump's racism than his refus…,860628 +2,RT @intlspectator: UNITED STATES: Trump is consulting on how to withdraw the US from the Paris climate change deal,615331 +1,RT @SenSanders: We have a president-elect who doesn't believe in climate change. Millions of people are going to have to say: Mr. T…,288026 +1,Eight #photographers discuss the effects of climate change and why we should protect our planet https://t.co/mzxFS9ZnW6,850214 +1,@NASA What happened to data that led to discovery of climate change?,93486 +1,RT @ClimateNexus: How a professional climate change denier discovered the lies and decided to fight for science…,778610 +2,RT @YaleE360: First large-scale survey of microbial life in sub-Saharan Africa may help protect ecosystems from climate change.…,65978 +1,@350 is a great bipartisan org. Im a republican but I believe climate change is REAL!!! @realDonaldTrump #climatechange #supermoon #trump,760825 +1,"RT @mmpadellan: Hey Toxic Lowrent: +1. Competent ppl can do 2 things at once. #multitask +2. Pentagon says climate change nat'l sec i…",396886 +2,RT @Adel__Almalki: #news by #almalki: Trump to roll back use of climate change in policy reviews: source https://t.co/6BivHeybgp,637614 +2,"@Betsy_Rosenberg Contradicting settled science, Donald Trump says 'nobody really knows' on climate change - CBS News https://t.co/wMkyVLJ8Dy",37645 +-1,"Freakin hell one minute we have global warming, next it's bloody ice age. Who comes up with this crap? Political po… https://t.co/eqkUZQLyhi",796868 +1,yall really claiming the second coming instead of acknowledging climate change,150090 +-1,"RT @geertwilderspvv: No Mr. President terrorism is not linked to climate change but to Islam. + +I will spell it for you: + +I S L A M https:…",711071 +2,"RT @WSJ: Appetite for oil and gas will continue to grow despite efforts to curb climate change, says Saudi energy minister https://t.co/oBu…",14884 +2,RT @business: China tells Trump climate change isn't a hoax it invented https://t.co/eWVQtI28t3 https://t.co/7qV3RfzTTE,182129 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,970523 +2,RT @scienmag: Study reveals 82 percent of the core ecological processes are now affected by climate change https://t.co/W9l88HMPYd https://…,126702 +1,RT @AsmToddGloria: We have an effective mechanism to combat climate change in CA's #CapAndTrade.That's why I voted to #ExtendItNow.…,760498 +1,"RT @AssaadRazzouk: In the new new world, China lectures the United States about climate change and the importance of cooperation betwe…",642676 +0,RT @jenditchburn: Read @BrettDolter w/an assessment of #Saskpoli climate change white paper. https://t.co/RV37YhTpgQ #cdnpoli,611682 +1,RT @ClimateCentral: 35 seconds. More than 100 countries. A lot of global warming https://t.co/k4XZWbrTWP https://t.co/2WjAy6oit7,387825 +0,"RT @michaelbd: People who think climate change as the thing that will cause Trump to fail. + +This is a thing I’ve seen more than once.",898454 +1,"RT @JasonLastname: After war and climate change have killed us all, I just hope aliens visit earth and ride our rollercoasters.",497406 +0,"The mother of all externalities': uncertainty around climate change, via HKS prof Zeckhauser https://t.co/PwYNAGLK9T",771414 +1,RT @LisaBloom: We will be the only developed nation in the world led by a climate change denier. https://t.co/tR1DclGWEz,335117 +0,"By storing water for irrigation and drinking purpose,how is he battling climate change? Slightly stretched https://t.co/XJ0mtfzhsH",227112 +1,"I want better laws and a cleaner direction for climate change , and for someone who can make those happen give a damn #SummerofResistance",332222 +2,RT @tveitdal: The Trump White House is at war with itself about climate change https://t.co/Gl0qJcRjBm,80667 +0,RT @britneyspears: Does anyone think global warming is a good thing? I love Lady Gaga. I think she's a really interesting artist.,555942 +2,"In rare move, China criticizes Trump plan to exit climate change pact https://t.co/ZtxvncT4Dk https://t.co/kxdBaEJUNf",53511 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,447252 +1,RT @ZEROCO2_: How climate change could make air travel even more unpleasant https://t.co/1EYzwDMPPY #itstimetochange…,186674 +0,RT @AceofSpadesHQ: i've begun to miss the days of endless papers about global warming's effects on the mating habits of grackles https://t.…,121132 +-1,There has been no statistically significant global warming in about 17 years. #climate,930214 +-1,RT @Pris0nPlan3t: Anyone lecturing me about the 'science' behind global warming explain this 'science'; I was born with 1 ball & 11 toes. F…,335202 +1,RT @MattBellassai: me trying to walk down the street and enjoy the warm weather without thinking about how global warming will kill us…,988363 +0,RT @FalonThrash: Tell me global warming doesn't exist https://t.co/bjq5k1thsb,288011 +1,"It's 70 today but supposed to snow Saturday but ya no worries Trump, climate change ain't real",739518 +2,"RT @nytimesbusiness: In Kansas, politics make it hard to talk climate change. “People are all talking about it, without talking about it” h…",790132 +1,RT @NYUADArtsCenter: Holoscenes dramatically connects the everyday actions of individuals to global climate change. Admission is free https…,301900 +1,"Point on fracking is that if we're going to argue with climate change deniers, and we should, it doesn't help if we use words inaccurately.",302617 +2,RT @RenewEnergy_RR: Other nations will move forward on climate change 'irrespective' of US https://t.co/J0fhxRjCUU https://t.co/0iuWcKVLtt,958057 +1,Rep Lamar Smith Chairman of House science committee says climate change 'beneficial' #Senile https://t.co/Yj0OoOJgPu via @HuffPostPol,701054 +1,INDIGENOUS PEOPLE OF BIAFRA - Indigenous women make biggest sacrifices facing climate change,630867 +1,"RT @Water: 'water security is closely linked to migration, climate change risk, and economic development' https://t.co/pC2buYcMpB via @circ…",124693 +1,Victory in South Africa's first climate change court case! https://t.co/zZen4jFCOH,779224 +1,"RT @Sustainable2050: Please RT if you want to go all out for the #ParisAgreement, while knowing that keeping global warming well below 2°C…",988319 +2,RT @nytimes: Donald Trump has called climate change a hoax. A Chinese official says it is anything but. https://t.co/N7y35LTyN2,143176 +1,RT @EdwardTufte: Red line like @NateSilver538 = smaller underestimate of disaster than herd? Have herding climate change models unde…,476997 +1,Wait...what? 140 heat index? Glad global warming is definitely not a thing. #iowaisnotarizona @… https://t.co/ukd68AGMq8,744636 +1,RT @UNEP: Why must we maintain our soils as a carbon reservoir in the fight against climate change? Find out here:…,494866 +1,RT @Allen_Clifton: Don't care if combating climate change might kill some jobs. Why? Because the ultimate 'job killer' is a planet we can n…,915960 +2,RT @YaleE360: Can the impact of human activity on climate change be calculated? A new study proposes an equation to do just that…,231365 +0,RT @HuffingtonPost: HuffPost's @nvisser and @kate_sheppard are talking climate change on Reddit today. Ask them anything!…,772334 +1,RT @RichardDawkins: President Trump may destroy America but maybe we can stop him destroying the world. Sign the climate change petition ht…,372425 +1,@dandrezner @washingtonpost the dude has done more to undermine efforts to stop climate change than pretty much anyone. Should be in jail.,424138 +1,Unfortunately not far enough to counter climate change @PaulineHansonOz https://t.co/lkSRcywp3r,676059 +1,Banks need to understand climate change-related liabilities in their portfolios before shifting lending #TCFDRecs https://t.co/KA19IYWNb3,942246 +1,"Well, this will stop climate change! #Trump proposes steep budget cut to #NOAA, leading climate science agency https://t.co/RjXjC4m61Y",211706 +2,"âš¡ï¸ “The Paris Agreement on climate change comes into actionâ€ + +https://t.co/0Orn22KUNU",211266 +0,#amytalk @HauntedSkeptic_ They may accept 'climate change' (I prefer 'global warming') but not that it is man-made,626674 +1,"RT @kylegriffin1: Macron has launched a website that trolls Trump, encourages those concerned w/ climate change to emigrate to France…",902016 +2,Seacoast Online advances Wells Reserve climate change talk by Fernandez .. https://t.co/RYjN7Lr395 #climatechange,698916 +2,RT @AJEnglish: A month-long journey around Antarctica to study the effects of climate change on the continent…,518506 +1,RT @WMBtweets: News from @wbcsd #COP22: watch biz scale solutions to climate change & take #ParisAgreement from ambition to implem…,291618 +1,"RT @dangillmor: Peter Thiel claims 'two sides' to climate change. If he'd operated his businesses with this deliberate ignorance, they'd ha…",845557 +1,"RT @SenSanders: On virtually every major issue — raising the minimum wage, climate change, pay equity for women — we are the majority",243660 +1,"RT @EricHolthaus: I'm starting my 11th year working on climate change, including the last 4 in daily journalism. Today I went to see a coun…",17112 +1,RT @theSNP: 📝 Read more about how our draft Climate Change Plan ensures we continue to show global leadership on climate change: https://t.…,811376 +1,"While global warming is for real, and the summer temperatures...... +While global warming is for real, and the .....… https://t.co/89K7kmUvia",37884 +1,"RT @AssaadRazzouk: In the new new world, China lectures the United States about climate change and the importance of cooperation betwe…",343424 +1,"RT @YasminYonis: Somalia's drought is caused by global warming. When there are droughts, animals & crops die. 6 million people on th…",124737 +0,RT @AndrewNadeau0: Started hiding extra climate in my basement just in case global warming is real.,16089 +2,Biden urges Canada to fight climate change despite Trump - Salon https://t.co/s7kDLWc88w,548004 +1,"RT @NatGeoChannel: Watch #BeforeTheFlood right here, as @LeoDiCaprio travels the world to tackle climate change https://t.co/LkDehj3tNn htt…",471546 +1,RT @MMFlint: Trump has signed orders killing all of Obama's climate change regulations. The EPA is prohibited henceforth from focusing on c…,713175 +1,"RT @omically: Climate Scientist: we're in the midst of mass extinction +Oil Tycoon: climate change is a myth +Journalist: these people are eq…",583646 +1,EPA head Scott Pruitt denies that carbon dioxide causes global warming https://t.co/hyGdnB7NLZ Lunatics running Asylum America #auspol,444284 +2,RT @NewYorker: How arguments about nuclear weapons shaped the debate over global warming: https://t.co/t98pyYvlvR https://t.co/Mn0PeKgUCn,553993 +1,RT @WWFForestCarbon: Stopping climate change will remain an elusive goal unless poor nations are helped to preserve forests via @guardian h…,779015 +0,"They asked me what my inspiration was, I told them global warming.",428136 +1,RT @Descarts11: LNP and climate change denial industry crapping themselves! https://t.co/iZQDK3aIJ8,451951 +2,RT @WorldfNature: Oceans storing up staggering amounts of heat: 'the memory of all of the past climate change' - Chicago Tribune…,748633 +1,RT @LibyaLiberty: This was an eye opener - how to convince climate change deniers to change the way they think about climate change-f…,399472 +1,Today is #WorldEnvironmentDay! Global climate change affects everyone & we all must protect the world we live in. https://t.co/aXbMUaZx2A,776935 +2,"RT @dibang: जय हो ट्रम्प बाबा की! हद है हद +US Environment head denies that #CarbonDioxide causes global warming +https://t.co/eeasr6CtNd",548620 +1,"She would make a good set with the other human rights, evolution and climate change deniers. Why not have the whole… https://t.co/b90cP2nYzx",178200 +-1,"@MikeBastasch When you make a good living off of 'man-caused' climate change', that's all you focus on.",503535 +1,RT @climatehawk1: Every second we waste denying #climate change is stolen from the next generation who will suffer…,853896 +1,"RT @mightyobvious: Holy shit. @realDonaldTrump plans to withdraw funds for climate change progs, withdraw from Nafta and TPP https://t.co/5…",483641 +1,Want to see more about NASA's commitment to climate change study,979700 +-1,@AllenWest Still did not dawn on them that their settled science of global warming could be wrong,537632 +0,"@t_fowler76 @jeff2e @JMHinton13 this is more reliable than a late season cold front with respect to global warming,… https://t.co/oDrwzY89gY",849496 +1,"RT @GhostPanther: Pence doesn't believe in climate change, evolution or that some ppl are born gay. Can't he just not believe he saw Hamilt…",997347 +2,"RT @WorldfNature: With Trump, climate change just got smaller. And bigger. - Christian Science Monitor https://t.co/9jew2gvkbS https://t.co…",350983 +1,RT @SpiritualSmoker: it's absolutely disgusting how big of a problem climate change it yet nobody seems to give a fuck,327711 +1,"RT @peterdaou: The right's platform: Take away health care, end food stamps, deny climate change, and launch a nuclear arms race.… ",802214 +-1,RT @martinhume: EPA Chief admits that carbon dioxide is not a primary contributor to global warming – https://t.co/Z7XAj7Vo83 https://t.co/…,172248 +1,RT @carmazon: @MelissaAFrancis So warmest winters recorded just 'weather'-- one morning snow proof of no global warming? FNC version of s…,400507 +2,RT @business: Scientists want to give the atmosphere an antacid to relieve climate change https://t.co/wTu2aRKhg3 https://t.co/UKeiZkcYRf,113864 +0,RT @JesseLehrich: I mean this was literally #Tillerson's response to being challenged on climate change. https://t.co/jQEucVo2mm,506853 +0,@aliyajasmine @VanJones68 @green4EMA A year or two ago the Pentagon came out and said that climate change was a threat to national security.,998244 +1,RT @stop_hannahtime: This is scary. Did you know one of the biggest contributors to climate change is animal agriculture? Eat more veg! htt…,352816 +1,essential insanity' What an exquisitely accurate description of Western Govs approach to climate change… https://t.co/eVKQzPWw4f,862473 +1,"RT @altUSEPA: Want to learn more about climate change facts and impacts on the US? For now, the 2014 climate change report is here +https://…",932933 +2,"RT @pablorodas: #climate #p2 RT China’s ‘airpocalypse’ a product of climate change, not just pollution, researchers say.…",164142 +2,President Trump’s proposed EPA cuts go far beyond climate change https://t.co/0OtGnp60dC,838676 +0,"RT @ithinkitinkled: @HarryIsaacJr @FrankMcveety climate change,nothing a good creamsickle wont solve 😁😁",816229 +0,"RT @yeampierre: What do you do when you are talking to the climate choir...take them to church , cuz climate change this is nothing short o…",417526 +1,everyone can send out info.. millions of us can report on climate change https://t.co/DdD7baHLyE,135574 +2,"Welcome to Pleistocene Park, where Russian scientists want to fight climate change with woolly mammoths https://t.co/BQLd2CjQc4",860451 +1,#OilWhore #Moron >>> Donald #Trump is about to undo @POTUS44 's legacy on climate change https://t.co/PV7HU3MzmY,283937 +1,RT @mashable: Apple makes an eloquent plea to take climate change seriously https://t.co/MXUUURrgcK https://t.co/A8jtxQTx85,691288 +1,"RT @AChuckalovchak: indians blew the world series, our next president is going to be an idiot & global warming has it 75 degrees in novembe…",741410 +2,RT @politicshome: Jeremy Corbyn accuses Theresa May of 'subservience to Donald Trump' over climate change move https://t.co/2pbhBhuvSk http…,626132 +0,@SAWeatherServic climate change,859986 +1,"RT @ScienceMarchMN: Bills intro'd in some states say public schools should teach opposing POV's abt global warming, evolution #WhyIMarch ht…",397052 +2,RT @YahooNews: U.S. signs international declaration on climate change despite President Trump's past statements…,185247 +2,RT @LeakDump: Rogue Twitter accounts spring up to fight Donald Trump on climate change - Washington Post -…,771294 +1,"RT @NRDC: Our new interactive map shows how climate change impacts your air quality: https://t.co/Jt05qHuydN + +TAKE ACTION:…",701151 +1,RT @climatehawk1: Trump’s election marks end of any serious hope of limiting #climate change to 2C | @drvox https://t.co/O4uA38Ayq6…,497328 +1,"RT @NatGeoChannel: Watch #BeforeTheFlood right here, as @LeoDiCaprio travels the world to tackle climate change https://t.co/LkDehj3tNn htt…",111149 +1,"RT @GlavenEel: Abstraction, poor water management and climate change all to blame. Bad news for aquatic life,including endangered…",90843 +-1,Another global warming argument bites the dust: No Increase in Global Drought Over Past 30 Yrs: https://t.co/H6D8Qy0CZs #ClimateScam #PJNet,32002 +1,@EmceeProphIt Did she even addresed his anti climate change or anti vaccines thing?,232286 +2,"China's coal consumption drops again, boosting its leadership on climate change https://t.co/rJatZEKiHx https://t.co/b5XO3llYbE",54972 +2,RT @WorldfNature: New research predicts the future of coral reefs under climate change - https://t.co/Tkl2muOQ1K…,791642 +2,Melting glaciers have become symbols of global warming & monitoring their retreat document reality of climate change https://t.co/gzUzvhRZnK,964956 +1,RT @ssupergay: All she wants is to help the world and be a good person send water and food to ppl in need solve climate change cur…,146963 +1,RT @theSNP: �� Scotland is a world leader on tackling climate change & we’re taking important steps to protect our natural envir…,311812 +1,"RT @make5calls: OPPOSE THE US WITHDRAWAL FROM THE #PARISAGREEMENT -- We must join the global fight against climate change ������ +☎️:…",474808 +0,RT @jaehyunsseus: basically one of the reasons of global warming https://t.co/HIpIFeWiIo,306427 +1,RT @LOLGOP: In office only 6 months and he's already eliminated climate change! https://t.co/LcwqV278A3,734327 +2,RT @BlairKing_ca: On fighting climate change and what it will mean for BC/Canada’s energy politics https://t.co/NuKyqmJ7za #bcpoli @Norm_Fa…,709651 +2,"RT @C_doc_911: In new paper, scientists explain climate change using before/after photographic evidence. https://t.co/8zAj4NGN6V via @scie…",694158 +-1,"RT @joshgremillion: .@BarackObama screeched and cried about global warming. Now retired, he is on a 400 ft yacht in Tahiti. #Hypocrite #mag…",116025 +1,"RT @ananavarro: I believe in climate change, voted for HRC. I could be spox! -Scaramucci believes in climate change, voted for Obama https:…",383533 +-1,@notuggs @CNN Like lying about global warming and becoming a multi millionaire off it?,285120 +2,RT @thehill: White House climate change webpage disappears after Trump's inauguration https://t.co/30NMUvMMtj https://t.co/YUSiEetzma,529892 +0,buy immigrants gray violets global warming slateblue sugar slut leave,250243 +1,RT @WorldBankWater: Blog: Growing populations + economic growth + climate change = thirstier cities & ecosystems…,587571 +1,It seems Fji recognizes how serious climate change really is and appointed the appropriate skill set. https://t.co/1t5LXQYQ9d,836762 +1,#HowStupidCanYouGet “EPA head falsely claims carbon emissions aren’t the cause of global warming” by @samanthadpage https://t.co/lY1cF7AyHi,75843 +-1,RT @USFreedomArmy: The real global warming based on BHO foreign policy. Fight back for America. Enlist ----> http://t.co/oSPeY3QMpH. http:/…,391881 +1,Democrats should dump this neutral term too...there is a reason that everyone in South Florida says 'global warming… https://t.co/s6C6YQ2DLq,220265 +1,"Perry, made head of DOE, denies climate change driver. American Meteorological Society corrects him #HonestQuestion… https://t.co/K4cUeTxGuO",890455 +1,"RT @rileyroo382: How is your climate change doubting EPA director and clean coal energy plan going to help this mass extinction, lil buddy?…",348499 +2,Is climate change giving the Great Barrier Reef herpes?... https://t.co/Ylg6FAFHYz #greatbarrierreef,358062 +0,@chinafreak global warming game :),726426 +-1,RT @cosmofghjkl: not buying into that jewish global warming propaganda or whatever,271599 +0,"RT @Fuctupmind: Hey Lisa Bloom, you want to schedule a presser for Reality Winner, and blame the President and climate change for t…",925151 +1,"RT @pacelattin: Let's assume climate change isn't happening. + +Having cleaner air and water ain't bad either way.",82257 +1,RT @TheCCoalition: Have you seen 3 min trailer of new Sir David Attenborough & star-studded climate change documentary? Check it out:…,685996 +1,RT @SpiritualSmoker: it's absolutely disgusting how big of a problem climate change it yet nobody seems to give a fuck,825531 +1,"RT @MFoleyy2: @maddytrav screw global warming, it's winter we're supposed to be getting blizzards",71701 +0,Fire is not abt global warming tho ������,820364 +1,RT @FelixPretis: Our new study: local temperatures may play an important role in whether people believe in climate change.…,621412 +1,RT @UniperSweden: We need to keep our eye on the goal to stop climate change and let go of our pet tech. @kirstygogan #almedalen2017 https:…,938553 +2,#UNSG urges rapid scale-up in funding to address climate change #COP22 https://t.co/MozdHunRW1,588283 +1,Discussion with Gen. @SteveXen on #climatesecurity: acting on climate change is a strategic issue.,641865 +1,"RT @CNN: If Trump wants to save U.S. infrastructure, he needs to care about climate change https://t.co/aLVqfbnMy7 https://t.co/8n2q5MfNms",171971 +2,"RT @New_Narrative: After previously calling it a 'hoax,' Trump says there's 'some connectivity' between climate change & human activity htt…",969676 +1,"RT @GeorgeMonbiot: The #DUP is stuffed with climate change deniers, homophobes and misogynists. May's alliance is a dishonourable coalition…",964340 +1,"RT @ddlovato: #IVotedBecause I believe in equality, we need comprehensive immigration reform, I am pro-choice and global warming IS real. #…",186489 +0,RT @SocStudyHumBiol: Reminder: abstract deadline for the upcoming #SSHB2017 symposium on 'The human biology of climate change' is 30 Jun…,376627 +1,"RT @BikePortland: 'Want to fight climate change? You have to fight cars' - via @slate (sound familiar?!) + +https://t.co/GrebFeJnYP",337953 +1,RT @rblazak: America is now in the hands of a game show host who thinks climate change is a Chinese hoax. #ElectionFinalThoughts,976675 +1,RT @BernieSanders: #ImVotingBecause the future of the planet is at stake. Hillary Clinton will combat climate change. Donald Trump thinks i…,428306 +1,"daily reminder that air pollution kills over 6 mil a year, global warming will kill millions, and trump has vowed to rip up paris agreement",705275 +2,RT @PopSci: Can we blame climate change for February's record-breaking heat? https://t.co/ASI0Q6E3wD https://t.co/ozdslliBqB,278913 +2,RT @voxdotcom: Trump’s budget envisions a US government that barely deals with climate change at all https://t.co/kZQrlrakpA,857516 +1,"RT @MarylandMudflap: I won't celebrate if climate change deniers in Florida, Louisiana and Texas die in these monster storms but I will nod…",889397 +1,RT @SierraClub: These seven posters show the grim future for our National Parks if climate change goes unchecked https://t.co/vyKPR8utJs,855222 +1,It sickens me how much we can be doing for this planet and yet there are still people who don't 'believe' in global warming,650767 +0,He's going to die from climate change...wtf https://t.co/wwoqiK9iLJ,175207 +1,#SillyQuestionsIWantAnswered Where is the current best real estate potential prior to a few more decades of climate change?,462891 +1,"RT @LKrauss1: We need to be working hard to solve global problems like climate change, not spending valuable time try to stop people from m…",343552 +2,RT @HaveNoLeader: The National Energy Policy | Grantham Research Institute on climate change and the environment https://t.co/sGx5g8AjHx,30652 +-1,@JDAdams6 @AJBreturns Damn! Add climate change denier to the list of my character faults.,579164 +2,"USDA has begun censoring use of the term 'climate change', emails reveal + +https://t.co/mN7Bbx2iDk",863415 +2,Trump to roll back use of climate change in policy reviews: source https://t.co/7BmQoEeyJ4 https://t.co/u72Jn79N3o,927017 +1,RT @tim_cook: Decision to withdraw from the #ParisAgreeement was wrong for our planet. Apple is committed to fight climate change and we wi…,619323 +1,"RT @PoliticKels: Don't worry about global warming. We're going to build a new Earth, a bigger Earth, it will be the best Earth ever #TrumpN…",286781 +1,"We have all been so fooled about climate change, even though we experience the effects on a daily basis.",997113 +-1,RT @ClimateTruthNow: The science fiction of man-made global warming is rapidly being exposed by legitimate climate science: https://t.co/j6…,757739 +1,"RT @flyosity: An explanation of global climate change from 105 years ago. Simple to understand, regardless of the era. https://t.co/CaocWsI…",696336 +2,"Niger Delta communities petition UN, accuse oil firms of abusing climate change programme https://t.co/QfO0saBzTt",992837 +0,RT @campbellclaret: Or Patrick Minford as an EU economic expert. Or Nigel Lawson as a climate change expert. https://t.co/jj3TUmLP1q,609767 +1,It's actually SNOWING in Mexico right now. So global warming is a hoax huh? @realDonaldTrump,327236 +2,"RT @ConversationEDU: As Trump strips back ways to mitigate climate change, coastal US towns are planning to retreat from sea-level rise ht…",140319 +2,Australia ranked among worst developed countries for climate change action [X-post from /r/WorldNews... https://t.co/xpj85aT4vO #A,493706 +1,Russia hack deniers & climate change deniers have a lot in common. Either theyre corrupt or they refuse 2 accept universal expert findings',600674 +-1,RT @YeahKenOath: @TurnbullMalcolm If you and your climate change wanker set hadn't dictated that we had to save the world by cutting…,362035 +2,"RT @FoxNews: March for Science rallies take aim at climate change skepticism, proposed budget cuts +https://t.co/BIrr32OAm8",749016 +1,RT @bellatrova: He never met a regulation he didn't want to trash and doesn't believe science or climate change unless it suits HIM…,177472 +1,"@1followernodad Well, I mean you did cause me to take climate change more seriously so that counts for something right?",15393 +2,Exxon shifted on climate change under Trump pick https://t.co/vZJpsO1dbt,204846 +1,RT @LadyLiberty411: Scott #Pruitt: Climate change-denying #EPA chief is told carbon dioxide causes global warming - The Independent https:/…,155455 +2,"RT @GlobalWeirding: Gates, Bezos, Ma, and other investors worth $170 billion are launching a clean-energy fund to fight climate change http…",991989 +1,RT @EricGMeyer: The Germans give us an unfortunate example of how *not* to solve climate change and pollution. #Energiewende…,161872 +1,@samncypert Everyone knows climate change and science is a liberal conspiracy sent to destroy capitalism...,467585 +0,RT @memearea: if global warming isn't real why did club penguin shut down,323893 +2,RT @scienmag: Spotted skunk evolution driven by climate change https://t.co/f7APV5hHfB https://t.co/LTFCO9yaCj,918095 +0,RT @Elia_paul27: This weather is love I fuck with global warming,324580 +1,"RT @cohan_ds: Trump 'spouted anti-scientific incoherent nonsense on climate change', and @nytimes fell for it + +https://t.co/tmJ6nyHDc4",828261 +1,@realDonaldTrump which was a decision you had no part of https://t.co/dwBwZO8iWM its expanding to fight climate change #goelectric,694191 +1,"RT @UN_Spokesperson: Ban Ki-moon at @cop22: No country, however resourceful or powerful, is immune from the impacts of climate change.…",298996 +1,"RT @andieigengirl: Anyway, lets just talk about more impt things. Like climate change. And understanding why it is just way too hot rn!",664005 +0,"@EthanMaguet @emcrebbs It's just like that in @KelseyEReese 's home but instead of singing duets, Mark & I are yelling about climate change.",992603 +-1,RT @JoePcbfirearms: @kbari12 @gato_gator @weeklystandard that's what the global warming agenda was really about. Contracts. Wake up! #corr…,322809 +2,"RT @GSmeeton: Donald Trump engaged in 'extraordinary diplomatic row' with Prince of Wales over climate change, says Sunday Times… ",784098 +2,Kuwait's inferno: how will the world's hottest city survive climate change? https://t.co/CWoOt1aRk9,627 +2,Website maps Vanuatu climate change flooding risk https://t.co/ikOGzOup5D,711023 +1,Trump's just-named EPA chief is a climate change denier https://t.co/P41M8PiW0Z #TrumpTransition #PresidentElectTrump #MAGA #privacy,117075 +1,"RT @ProgressOutlook: Scott Pruitt has hired climate change skeptics to lead the EPA. Once designed to combat climate change, the EPA will…",446785 +2,RT @Independent: China slams Donald Trump’s plan to back out of climate change agreement https://t.co/Bo78HT1eQ3 https://t.co/k0XQvcpr4l,980570 +0,@KenJairus Philippines used climate change... It's very effective.,154554 +2,RT @TheEconomist: The impact of climate change on the Great Barrier Reef https://t.co/6XmOnZ1YB7,291662 +2,Martin Schulz warns Angela Merkel Germany is on 'Trump course' over climate change https://t.co/NVUiKQNcl3 The @potus effect on glogalists,672000 +1,Don't know how to talk about climate change to your friends? This video can help you https://t.co/C4jVLWHzdu,6 +1,RT @CNN: No snow where there should be. Bleached anemones. Cracks in the ice. This is what climate change looks like:…,30404 +1,RT @SenSanders: If we don't address climate change there'll be more conflict over limited resources. We must listen to scientists not fossi…,485109 +0,@oldpicsarchive first documented case of 'climate change'.,515243 +-1,@Gizmodo the fact that 'climate change' is being used to tax global pop and all tax goes offshore to be used by elites makes me very...,186801 +1,5 climate change challenges India needs to wake up to https://t.co/VFxG1Ej1hK,246176 +0,"RT @_benjvmins_: no matter your size, be comfortable. bitch with global warming goin on, it's gonna be hot af. wear as little as possible.",905648 +1,@thebestbond @hazelcowan @sniffing_in_LA @kevverage @Gillypod @edglasgow59 Like a climate change denier who can't b… https://t.co/bRGu75u0tZ,378333 +2,RT @guardian: Michael Bloomberg and Mark Carney: How to make a profit from defeating climate change https://t.co/3eaEfN7ZQF,426295 +0,"@highaltitudes The difference between global warming and climate change. +https://t.co/69Db3dLRoQ +@gary4205 @JoeMattes",781608 +1,"RT @UNEP: Scale of migration in Africa expected to rise due to accelerated climate change. @Kjulybiao, Head of our Africa Off…",444656 +1,@JordanChariton It is only going to get worse everyone knows climate change is real. Potable water is going to beco… https://t.co/iKMNrB3QND,738463 +1,RT @politico: Merkel's visit this week will test whether allies can persuade Trump not to blow up their efforts on global warming…,772939 +-1,@Peggynoonannyc @Navista7 Agree.'Man-made climate change' must B taken on faith.It's now a central tenet 4 most environmental groups...,826992 +1,This #cleanpowerplan is the biggest step our country has taken to fight climate change. Support it & demand action: https://t.co/nH4REuBN6p,51949 +1,RT @rabihalameddine: Trump calls global warming a Chinese hoax. Clinton emails.,660141 +2,G7 leaders blame Trump for failure to reach climate change agreement https://t.co/ehPRpWHAl7,274986 +1,RT @citizensclimate: Want Congress to take action on climate change? They need to hear from you. Make those calls!…,941491 +2,"Nike, Google, and other companies take down Trump over climate change https://t.co/2lFPGo4Dck https://t.co/gJZZTSYLce",660301 +1,"Research - to examine a lifestyle contributing in climate change @PakUSAlumni @PUANConference #ClimateCounts +#COP22 Ideas Lab",695821 +0,RT @jbwredsox: .@CharlieDaniels: Trump is like 'global warming'...melting away the iceberg. �� https://t.co/ESH8lx29E2,255159 +1,"That climate change story you've always wanted to tell? +Now's the time. #ClimateAction Film Contest. https://t.co/NAQGPzRcuW",762483 +0,#DailyClimate Anticipating local impact from climate change. https://t.co/ZCbqGaJG2a,648939 +1,RT @UNDP_Pakistan: Climate change is a reality - Pakistan loses US$3.9 billion/yr on avg. due to climate change - @Germanwatch…,419881 +1,The cruelty of climate change: Africa's poor hit the hardest https://t.co/iIoTzN0LoL,499020 +1,"LeoDiCaprio: RT nytimes: “For us, climate change is beyond ideology”: How the Dutch are learning to live with water https://t.co/hSc7XtmLnI",976375 +1,"@diagstudio I’m creating a new think tank for climate change, would you join and post your tweet also at https://t.co/u1UbQXLmrF ?",453830 +1,RT @mapduliand: Nothing like a coalition with homophobic anti-abortion climate change/evolution deniers to demonstrate greater visi…,905632 +1,"RT @UuJIW3CSAZi30sD: #OUR_ERTH To be clear, climate change is a true 800 pound gorilla in the room. + #177crln13days https://t.co/bCzj6bND0y",319625 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,53641 +1,Di Natale’ We are the party that took on the dangerous global warming https://t.co/DgNgzq68vU https://t.co/7rQvgxJclp,595644 +2,EPA boss: Room for hope on climate change - WFMZ Allentown https://t.co/FszNB5gvpi,722255 +2,RT @MRodOfficial: The impact of climate change on the Great Barrier Reef - The Economist https://t.co/TRKWXPIKcx,889762 +1,RT @RichardDawkins: President Trump may destroy America but maybe we can stop him destroying the world. Sign the climate change petition ht…,818298 +-1,RT @Doc_0: The Great Anti-Trump Bellwether Election is like global warming: the apocalypse is rescheduled each time it fails to materialize.,548695 +1,"“This is a stark warning showing why we need greater action on climate change fast,” said Friends of the Earth... https://t.co/Fa3YVa0bqg",318190 +2,“The Global Military Advisory Council on Climate Change has warned the impact of global warming will drive massive…” https://t.co/wRvUyifPJd,72364 +1,RT @TheRickyDavila: Secretary Of Energy Rick Perry says he has not yet spoken to trump about whether climate change is real or not. This WH…,90958 +1,RT @LanaParrilla: Last day to see @LeoDiCaprio’s climate change doc for free. Powerful stuff. #beforetheflood https://t.co/WliqfEvhKc,825118 +1,"@NicolaCurrie2 @johanntasker @SuffolkFWAG securing natural resources, & meet challenges of climate change. They also manage landscapes 2/3",852687 +1,"RT @waggers5: @davidallengreen At the DfE, Gove tried to remove climate change from the curriculum. Now he's environment secretar…",767062 +1,"RT @ChelseaClinton: @Ike_Saul Hi Isaac - Sadly, natural disasters in Bangladesh (linked to climate change) have correlated to more girl…",58230 +1,"If you’re looking for good news about climate change, this is about the best there is… https://t.co/2ZqjuwMDVz https://t.co/1hAZ7OKxjX",674433 +1,"Hillary #Clinton position on climate change. One goal make #America world's clean energy superpower creating #Jobs. +https://t.co/rW0x9jSdNU",412178 +1,Clearly global warming is Europe's fault! https://t.co/SpPpaGLFYM,310038 +-1,@FoxNews doubt it. He saw Macrons wife with her hideous tan and realized global warming must be real lol.,167733 +1,#nhs crisis as with climate change is of our own making. Too many pointless reorganisations. Too many pointless targets & inspections,154852 +2,"RT @abcnewsMelb: Port Phillip Bay 'in pretty good nick' despite growing population, climate change, environmental health report find… ",686945 +2,Eddie Joyce adds climate change to his ministerial portfolio. @VOCMNEWS,420572 +-1,@SenatorMRoberts It's funny how the global warming nutters refuse to ever debate anyone who is skeptical. Almost li… https://t.co/TcZlE1EYwe,758426 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,815246 +2,"Trump revokes Obama climate change rules, declares end to 'war on coal': https://t.co/PIQ0Wu04La",41269 +0,@Kenny_sgk global warmingなら地球温暖化,733541 +-1,"RT @SteveSGoddard: - @NASA has tripled global warming since the year 2000, during a time when satellites show no temperature increase.…",209267 +1,"RT @theCandidDiva: #JattuEngineer shows the way to fight global warming +#JattuEngineerShootCompleted @insan_honey +https://t.co/d1JnGbPTC5",332605 +2,ExxonMobil ordered to cooperate with subpoena in climate change investigation.. Related Articles: https://t.co/KFTyF43xmp,895708 +1,RT @MarkjPHL: Agriculture victim of and solution to climate change https://t.co/PyCtfiUyFg,344434 +1,"Being a 'climate change skeptic' is exactly the same as vaguely knowing it's true, but not giving a shit.",947500 +2,Daily Mirror: Trump’s environment boss doesn’t think humans are driving climate change – despite… https://t.co/VuCHepZYkm #NewsInTweets,20356 +2,Rex Tillerson may have used an alias to communicate with Exxon officials about the risks of climate change… https://t.co/vABFPVFZVD,839111 +0,RT @Atheist_Iran: Professor Donald solves climate change. https://t.co/2QKnFNXwQh,925888 +1,RT @fivefifths: Here's a reminder that we completely blew it on climate change https://t.co/UvJYWGtzuc,978995 +1,RT @AVSTlN: The Titanic wouldn't sink in 2016 because global warming is real the icebergs are melting and the bees are dying we…,85246 +1,RT @KewtieBird: The Norwegian Young Sea Ice Cruise studies rapid Arctic changes due to human-induced global warming @SciMarchNorway https:/…,514361 +1,"@Raul_Labrador @IdahoStatesman Raul thanks for showing up, too bad you deny human caused climate change and want to… https://t.co/wsgdEanRZo",424703 +1,In 2016 the world experienced 5 climate change tipping points. | https://t.co/HyrrZ7wCd0 https://t.co/hzi3SMZGZ9,7284 +1,"RT @CityLab: Like the economy, climate change, immigration, and health care, public transportation is a 'women’s issue.' https://t.co/vRbkL…",342210 +1,tfw a climate change denier speaks to you confidently about the certainty of a weather forecast,813007 +1,RT @Naaaaaooommiii: global warming is in full effect my friends https://t.co/DLuCZusJuY,151636 +1,"Miami Beach is currently underwater and @scottforflorida still doesn't believe in climate change, or allow gov to u… https://t.co/fFG0YqcStq",976023 +1,@RT_America @RT_com @CLuddite @Sheumais63 @Gravantus climate change. We aren't doing enough.,659222 +1,.@juliaoftoronto I wish you'd addressed climate change in this interview. Seems like a major omission. https://t.co/b0VVMrqNB5,898225 +1,"RT @calestous: To talk #climate change across the aisle, focus on adaptive solutions rather than causes https://t.co/RCudmMFzZy via @Conver…",498970 +1,RT @TheBernReport: Climate change forces cancellation of Arctic climate change study https://t.co/W8Aww4y5ds,589138 +0,Imagine if there was a climate change and Singapore starts to be cold.,843789 +1,"RT @ParaComedian09: Maybe if someone tells Donald Trump global warming is responsible for the small crowd at his inauguration, he'll start…",791186 +1,RT @NRDC: Unacceptable. The Trump administration is expected to undo vehicle rules that curb global warming. https://t.co/rReXBr9Cxm via @n…,932323 +1,RT @Gyan431: PM Modi also emerged as a key figure in the international effort to tackle climate change. #ModiMakesUsProud,263316 +1,RT @Salon: The crack has grown 11 miles in a week as scientists keep researching how climate change is affecting Antarctica https://t.co/2X…,861795 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,76277 +1,RT @SenSanders: If we don't address climate change there'll be more conflict over limited resources. We must listen to scientists not fossi…,935675 +-1,RT @JaredWyand: It's not. Man made climate change isn't real at all lol. https://t.co/8YEpHb2OLu,143702 +0,RT @ForzaCorrado: Morning after the #Hillary rally. How's that climate change platform working out? https://t.co/4XzKVSEZpq,595710 +2,"RT @FoxNews: EPA chief: Trump to undo Obama plan to curb global warming +https://t.co/3pLqjtoMx5",109816 +2,RT @NYTScience: Corals across Australia's Great Barrier Reef are dying. The cause: climate change. https://t.co/KkZqTNlEXm https://t.co/QGN…,635334 +1,@realDonaldTrump it's too bad you're making most Americans worried about the future of global warming.,692412 +-1,"RT @ABPolitical: This has NOTHING to do with the 'climate change' SCAM & EVERYTHING to do with funding the RADICAL UN, agenda 21…",41791 +1,RT @BernieSanders: 'The concept of global warming was created by and for the Chinese in order to make U.S. manufacturing non-competiti…,502541 +0,"Heaven knows people fuss too much about Trump, Aleppo, climate change, yada, so @alanalevinson & @birdyword really help restore focus. 42/42",325452 +1,@Interior @RyanZinke of this country. I hope you also commit to the fight against climate change that is real and is happening!,63270 +0,#climate change in the united kingdom jeep dealers lincoln ne,636952 +1,RT @Energydesk: US President-elect: 'Nobody really knows if climate change is real' (it is). https://t.co/OWoMgcP5A5 https://t.co/q8wGZZSdhO,622017 +-1,This accord was never about climate change. It was always about globalism and the UN taxing American business. Well… https://t.co/2bQ0cgZxhG,95160 +1,@ChrisGorham how do people not understand that climate change is real?? Solar panel makers didn't just make it up...smh...,506065 +0,<<Don't you believe in global warming?>> Il report dell'Agenzia europea dell'ambiente @EUEnvironment @enzo_robino https://t.co/RNrGVo6qSB,541489 +1,RT @CNN: No snow where there should be. Bleached anemones. Cracks in the ice. This is what climate change looks like:…,790904 +2,Drone tech offers new ways to manage climate change https://t.co/8zyS3pZGMJ #environment,479327 +1,"RT @Planetary_Sec: ���� + +The battle for Laikipia: + +Can weak states stand up to #climate change, population growth and ethnic populism?…",511218 +2,Australian coastline glows in the dark in sinister sign of climate change https://t.co/r8l4GkuxGL https://t.co/yTKcRonOOU,549249 +1,RT @DavidMillerSCO: Securing agreements to fight climate change: Part of the #dayjob for any responsible political leader.…,406931 +1,RT @LisaMarieM91: I just read that Trump has hired a 'Climate Change Denier'. Seriously? What more has to happen to prove climate change is…,545146 +1,RT @MaryCreaghMP: Flooding is the biggest risk we face from climate change - at 10.15 we'll ask Ministers what they are doing to plan…,922632 +1,RT @NRDC: These 10 foods are among the biggest generators of climate change-causing greenhouse gases. Learn more in our repor…,64303 +2,"RT @Alex_Verbeek: Polar vortex is shifting due to climate change: extending winter + +https://t.co/MB3jpJY3Mn #climate #weather…",397453 +1,"RT @OwenJones84: Britain is now at the mercy of gay hating, women's rights opposing, climate change denying extremists. Discussing on Sky N…",880867 +2,"RT @BuzzFeedNews: A conservative group sent a book and DVD with misinformation on climate change to over 300,000 teachers nationwide https:…",548740 +-1,"RT @NotJoshEarnest: As usual, we're right again. Yesterday's hijacking was all about climate change. The hijackers wanted to trade Libya's…",474058 +1,If global warming doesn't do us in our idolization of luxury will https://t.co/huOpDuFGhh,429660 +-1,RT @jerome_corsi: In one hour TRUMP ANNOUNCES -- USA completely PULLS OUT of PARIS CLIMATE ACCORD - will cause looney left climate change h…,283231 +0,"@JunkScience Saving the world from climate change, Black Lives Matter support, and urging NASA to work on Muslim outreach ... ;-)",857767 +2,"RT @Independent: Corbyn: I would have challenged Trump over climate change, not ignored it like Theresa May https://t.co/6DqNAS0H14",238886 +2,RT @DavidKoranyi: Potential new Energy Secretary urges Trump to “swiftly withdraw from climate change commitmentsâ€ https://t.co/rM32BgnxHv…,678979 +2,Trump is creating a void on climate change. Can California persuade other states to help fill it? https://t.co/MZg3YBecs3,616954 +1,"RT @cakefacediosa: 'it's November & it's chilly outside climate change isn't real!!' + +WEATHER IS DAY TO DAY. climate is the big picture.",529548 +1,The Caucus has an equal number of Republicans and Democrats working together to find solutions to climate change! https://t.co/oULEjqGuMw,607533 +2,RT @mmfa: New Trump appointee believes climate change is a wealth redistribution scheme to separate us from organized religio…,248320 +-1,"@saeverley @Reuters My Dad once said, ' economic development can be used justify bout anything ', nowadays the catchall is climate change",832347 +1,You may want to do further research. Not sure where you're coming from. Are you actually in the 'climate change is… https://t.co/ZYLXXCANcF,698001 +2,"March for Science rallies take aim at climate change skepticism, proposed budget cuts - Fox News https://t.co/s0zcJ2sTfs",207261 +-1,"RT @trutherbotgreen: Evidently some of you have never seen that @algore's chart shows CO2 levels increase FOLLOWING global warming, rather…",389686 +1,"RT @worldlandtrust: Great interview with Sir David Attenborough about his fans, his career and climate change https://t.co/yL7Mii81ma b… ",346654 +2,RT @thehill: Trump’s Defense secretary calls climate change a national security risk https://t.co/iAZCsCf1vM https://t.co/swBT0EXZkY,174496 +0,"RT @RepStevenSmith: A CNN host said we should all vote for Hillary because she believes in climate change. + +These countries make one t…",176711 +2,RT @KTLA: Gov. Jerry Brown calls Trump's executive order on climate change a 'colossal mistake' https://t.co/bW1ENt0cYF https://t.co/gbOS20…,381055 +1,.@CenterStateCEO hoping you host @bobinglis a leader on market-based solutions for climate change. #carbonfee… https://t.co/p3Mk0n3rRW,536630 +2,"RT @WorldResources: Reflections on Leonardo DiCaprio’s new #climate change film, #BeforeTheFlood https://t.co/YRrLgtZRbc https://t.co/A0tWU…",456164 +1,RT @OMickeyYuSoFine: So we getting 80 degree days in February and trump has the nerve to sign a doc. Again research into climate change �� h…,597674 +2,Study offers a dire warning on climate change - The Boston Globe https://t.co/vqwfmoO3rL,767851 +0,RT @IFADnews: The Economics Advantage: assessing the value of climate change actions in agriculture. Video: https://t.co/DvQsKHu4pb #cop22,412199 +0,@TucsonPeck The Supermoon was caused by climate change.,447227 +0,RT @thejournal_ie: Melting climate change ice sculptures of Enda Kenny and Denis Naughten on the move outside the Dáil…,379243 +-1,"RT @pablothehat: @NickFerrariLBC +How world leaders were duped into investing billions over manipulated global warming. +https://t.co/Bugxk…",531512 +-1,The same people who want us to take their 'sky is falling' warnings about 'climate change' seriously talk about 'imaginary heartbeats.' 🙄,611499 +1,RT @AutumnLakeland: @c255666a459a495 global warming pushes CO2 levels higher.,329054 +1,"RT @nytimes: In the Netherlands, climate change is not a hypothetical or a drag on the economy. It’s an opportunity. https://t.co/2SsBoNffNE",591019 +2,California Republicans face backlash for backing climate change program https://t.co/JHng2n3DpL,575560 +1,"RT @RosieWoodroffe: Tell me, America, was it the racism, the misogyny, or the climate change denial that won you over? #Election2016",763406 +0,I AM A are hot magenta roses global warming purple build refugees pot,25175 +2,Emergency campaign launched to convince Trump climate change is real. Failure risks 'planetary disaster' https://t.co/rgjTF6gs1q,978830 +1,but how can people not believe in climate change????? I don't understand????,735482 +1,"RT @AltStateDpt: 97% of scientists say climate change is real +97% of condoms work effectively + +Notice there aren't 2 sides for a condom deb…",881292 +1,"So you still serve factory farmed meat that, according to the U.N., is a major factor of climate change? Asking for… https://t.co/arGYmy6Ez0",524939 +-1,RT @ppalotay: Another day in paradise lost #toronto #chemtrails #geoengineering #srm global warming hoax https://t.co/tISDih83cy,59398 +2,RT @rodeodance: EPA chief Scott Pruitt says carbon dioxide is not a primary contributor to global warming https://t.co/RFBRZmW6wg #climatec…,623312 +1,Almost 90% of Americans don’t know there’s scientific consensus on global warming - Vox https://t.co/NM0tUI7IGH,761773 +1,RT @TomSteyer: .@EPA plays a crucial role in climate change fight. Why put someone in charge who is determined to see it fail? https://t.co…,514860 +0,RT @watsuptek: Make a date with @skosei001 tomorrow as he answers all question on climate change. It promises to be an exciting ch…,320459 +2,RT @sciam: Dozens of military and defense experts advised President-elect Trump that global warming should transcend politics.…,175738 +1,RT @rolandsmartin: Stunning. Trump says nobody knows if Russia hacked us. Now nobody knows if climate change is real?... https://t.co/JC8MD…,797497 +1,How we know that climate change is happening—and that humans are causing it https://t.co/vx8W6Lj7gO https://t.co/FBtURElKJQ,546163 +1,RT @guardianeco: It's a fact: climate change made Hurricane Harvey more deadly | Michael E Mann https://t.co/xHFVhGwLLy,922032 +1,@STERANGELI5 @WKDRheather @realDonaldTrump how about Trump denying the tweet about saying global warming was a hoax created by the Chinese.,117876 +1,#DailyClimate Deranged man attacks climate change funding with budget ax. https://t.co/MJSCC9dyda,941940 +2,"RT @TheMurdochTimes: China to Trump: We didn't make up climate change. It's not a hoax. Reagan, Bush began global warming talks in 1980s…",107943 +2,"RT @climatehawk1: Scientists find rapid growth in acidity in Arctic Ocean, linked to #climate change https://t.co/iusJ4dK6mr… ",127626 +0,RT @SenatorLudlam: looking forward to hearing the Government's plan on climate change and clean energy i'm sure it's coming up soon #Budget…,676985 +-1,Al Gore is a fraud and refuses to debate global warming: https://t.co/etnvdR0kyc,448442 +2,Why global warming could lead to a rise of 100000 diabetes cases a year in the US - Los Angeles Times https://t.co/djvAGIYm7r,526393 +1,RT @BernieSanders: #ImVotingBecause the future of the planet is at stake. Hillary Clinton will combat climate change. Donald Trump thinks i…,150153 +1,"RT @antiarzE: - do u like green eggs & ham? +- i do not like them, sam i am +- but why? +- animal agriculture leads to global warming sam read…",35511 +1,"RT @DavidCurnow: Very true. An important fact to note. Also shows how damaging sudden changes can be, including from climate change. https:…",395507 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,359047 +1,RT @NRDC: The ocean is losing its breath - and climate change is making it worse. https://t.co/LjJNNtKogL via @HuffPostGreen,179927 +1,"RT @KamalaHarris: I stand with @JerryBrownGov in saying that California will not back down on climate change. +https://t.co/xP8Y6eSmyx",359844 +0,he's had albums called 'global warming' 'globalisation' and 'climate change' - can somebody please explain what's going on with pitbull,916013 +1,RT @treubold: Trump's executive order is out of step with America’s opinion on climate change https://t.co/bHuFKWuEcL via @climatecentral,504238 +-1,@IowaClimate This is what climate change is all about. Enriching scam artists and lobbyists with tax dollars.,177524 +1,RT @AudraAuclair: It really bugs me when the govt. finally makes plans to help fight climate change & all I hear is old people complaining.…,941348 +1,Good thing climate change is a hoax perpetuated by the Chinese. I was starting to get worried about this mild weather. Silly me.,443697 +0,@TylerMcG08 @_emawee_ @MMuhlena *human involvement with climate change,571739 +1,"@RoparBarbara @ON_EcoSchools Thanks for helping us fight climate change by biking to school, Mrs. Ropar's class!",106953 +1,RT @SenSanders: We have a president-elect who doesn't believe in climate change. Millions of people are going to have to say: Mr. T…,206031 +-1,"RT @SwampBabe813: @UKMoments Wait, I thought climate change was a bigger threat than ISIS. where is the rabid faux outrage now, snowflakes??",253372 +1,"RT @PhilMurphyNJ: We must fight back against climate change: rejoin RGGI, harness offshore wind, embrace enviro justice & community solar.",16807 +1,".@SamsPressShop introduces bill to gut @EPA, weaken ability to combat pollution, climate change: https://t.co/ZmOGju4fYV",302033 +1,RT @AdamParkhomenko: Incredible trolling: Pope & Trump exchanged gifts. The Pope's gift to Trump: literally a letter on climate change. htt…,529901 +1,RT @WilhelmDavis: Really looking forward to telling southern conservatives rushing north to escape climate change to 'go back where y…,482852 +0,"@AidenWolfe The whole theory, argument about climate change is based on computer modeling.",911085 +1,We love companies who are doing their part to combat climate change! https://t.co/FiNaKqX8wO,842217 +0,proof of global warming? lol https://t.co/N5KyqMVx7e,758600 +0,"RT @brady_bw: Do you believe that (negative) climate change is real? + +**Please RT! I need a large variety of responses**",18231 +2,RT @nytimes: Bill Gates leads new billion-dollar investment fund to tackle climate change https://t.co/g8hRa9XVfb,71347 +1,RT @ProdigyNelson: sex is intimate and sacred. your body is a temple and you should only share it with people who believe in global warming,606658 +1,"RT @DocGoodwell: Why is the Church of England backing fracking? - Fracking will accelerate dangerous climate change, worsen our ... https:/…",16109 +1,RT @RogueNASA: Why do we need a president who cares about climate change? This is why. https://t.co/NDijMXVFWD,965455 +0,RT @trtlhanmer: Climate change climate change climate change climate change climate change climate change climate change climate ch…,72216 +2,RT @AP: Eight children ask judge to find Washington state in contempt for failing to protect them from climate change. https://t.co/6tWuVjp…,229985 +1,"RT @SafetyPinDaily: The most damaging part of Trump’s climate change order is the message it sends | By @drvox +https://t.co/gODOHGNK9m",381545 +2,RT @Orion_Magazine: Rogue Twitter accounts spring up to fight Donald Trump on climate change - The Washington Post https://t.co/cg6XMLGQLa,733819 +1,RT @Glen4ONT: This will be the biggest challenge with climate change: Food and water security. https://t.co/M7FxWcL5O3,860509 +1,RT @DavidSuzuki: Science Matters: Understanding climate change means reading beyond headlines https://t.co/AXDSK6CNUw,773050 +1,"RT @dumbassgenius: Sitting on the Dock of the Bay, Three Feet Underwater +(Thanks, climate change) +#PastTenseSongs @midnight https://t.co/v4…",365814 +0,When climate change makes the weather more,269324 +0,We are due for a climate change that's earth though she will take care of herself. .,960667 +1,"RT @maybetomhanks: Climate scientist: Greenhouse gases are responsible for the greenhouse effect, which ultimately leads to global warming.…",91487 +2,RT @nytimes: President Trump may find some allies on climate change at the G-20 meeting https://t.co/aCKasFeHJp,866812 +2,Obama to speak on climate change https://t.co/O83MBGC3wm,325150 +2,RT @ezraklein: The Trump budget totally unwinds the Obama admin’s efforts to combat climate change: https://t.co/0ftj16aWzG,917366 +0,If your over 30 and still playing with guns like toys....my you shoot yourself in the face and die...global warming is here we need the room,158613 +2,"A global health guardian: climate change, air pollution, and antimicrobial resistance https://t.co/aZM6r7RPpx @reliefweb",768039 +-1,RT @Mrfarrago: “catastrophic man-made global warming” is nothing more than an elaborate hoax https://t.co/RU0xoqgD79 https://t.co/1PJ7Rdby…,753059 +1,"RT @BernieSanders: The stakes are enormously high. Literally, in terms of climate change, the future of the planet is at stake. https://t.c…",636740 +2,RT @CGTNOfficial: #Twosessions China praises role of Paris Agreement in climate change battle https://t.co/mckpBQwrqD https://t.co/7e9sB51c…,598323 +1,"RT @williamlegate: @realDonaldTrump @NASA +If you ever wonder why GOP congressmen continue to deny proven climate change, here's your a…",532212 +2,RT @MemphisFlyer: Stormy Weather: The science and politics of climate change in the Mid-South https://t.co/h7Geog0HnD https://t.co/I1BlyEt5…,328683 +2,Bill Nye: Trump would win reelection if he embraced climate change action https://t.co/eOikigFK45 via @YahooNews,706127 +1,"RT @billmckibben: Hey, a hit of good news: judge allows youth lawsuit against fed govt on climate change to proceed! https://t.co/P4Y11CEbaQ",73009 +2,Big Oil pledges $1 billion for gas technologies to fight climate change https://t.co/pBWtSghVoK,411401 +0,74 in November. s/o climate change,634981 +2,"RT @climatehawk1: Houston fears #climate change will cause catastrophic flooding: 'It's not if, it's when' | @Guardian…",566326 +1,I just joined @NatGeoChannel @21CF in combating climate change. Take action #BeforeTheFlood https://t.co/umrOTSuJXP,316999 +1,RT @startunnels: it was 70 degrees in february and it's 47 degrees right now in june but no climate change isn't real,314146 +0,Watching @cenkuygur on #TYT and can't figure out how their concern over Trump unravelling climate change progress is any better with HRC,517898 +1,".@timfarron: UK's action on climate change must be based on contribution to strong clean economy, not 'hair shirted… https://t.co/1QZcvixAsx",554936 +1,RT @ActualEPAFacts: 97% of scientists agree climate change is real and that it’s caused by human activity. Denying science is no longer an…,595306 +2,RT @ClimateGroup: Trudeau and premiers to announce climate change deal Friday: https://t.co/hByOreQNAa via @CBCNews,461512 +2,Early warning signs for climate change researchers - Cape Cod Times (subscription) https://t.co/WgTFwhMVnH,847014 +1,RT @RichardMunang: This generation is better position to meet the climate change https://t.co/WxGHgGakaA we meet these challenges will be u…,123858 +0,I blame all these candle-lit vigils for global warming.,604398 +1,RT @nowthisnews: Angela Merkel isn't backing down in the fight against climate change https://t.co/Bf1WRoMsVc,138364 +1,RT @ClimateCentral: February’s record warmth was brought to you by climate change https://t.co/hp0OQoYgl8 https://t.co/MUgCslr0v8,905405 +1,RT @MaryEmilyOHara: Insane EPA news: grants must now be checked by a *publicist* who demands removal of the phrase 'climate change' fro…,417384 +1,RT @GetUp: Malcolm Roberts wants an audit of CSIRO and BoM over climate change. We're very upset with the people who voted for that guy. Al…,755143 +1,Darn... so much for this climate change being invented by the Chinese! What shall our next excuse be??? https://t.co/6UDpWRVyMs,701099 +0,"@nytimes @waide_kathy You got to be kidding, the NYT, this is suppose to be legit, so fake, they have climate change wrong.",191411 +2,RT @LiberalResist: Putin thinks Russia will benefit from climate change and communities will ‘adjust’ - https://t.co/T9kEIY3xdx https://t.c…,980432 +0,"15 degrees Fahrenheit, + +Tell me again why I should be against global warming?",506829 +0,RT @MWepundi: On climate change Sellers (RIP) wrote 'History is replete with examples of us humans getting out of tight spots.'…,574493 +1,You and your friends will die of old age while I am going to die from climate change.',174546 +2,RT @solange_lebourg: Donald Trump and Prince Charles 'in row over climate change' ahead of President's first UK visit https://t.co/3gj8nTBR…,461153 +0,"Dilbert 1, Yale 0: So Scott Adams wrote a Dilbert cartoon poking fun at climate change scientists: View attachment… https://t.co/x9pHXVzjtP",193428 +1,RT @Mrzukk: There's no time to act cool as the world is getting hot. Hope someone or something can stop this global warming. I can't handle…,873521 +0,"How ironic, while big data revolution is accelerating the drought in local data on trends in climate change and SDG… https://t.co/FNmN1xTwpN",323218 +0,@SamHarrisOrg @michiokaku is a physicist but he has been very out spoken on the science of climate change.,897924 +2,RT @kylegriffin1: The Trump administration just disbanded a federal advisory committee on climate change. https://t.co/QSi9dC1gkH,989059 +1,"RT @PoliticKels: Don't worry about global warming. We're going to build a new Earth, a bigger Earth, it will be the best Earth ever #TrumpN…",268985 +2,"Welcome to Pleistocene Park, where Russian scientists want to fight climate change with woolly mammoths https://t.co/yqvta4Xy5I",897531 +-1,RT @lovabledeplora1: @nytimes Wow.. this is profound insight.. better let the global warming folks know cause their cause is proven FAKE no…,635437 +1,"RT @EcoInternet3: Pay now, be rewarded later – the political hot potato of #climate change: Irish Times https://t.co/x7er64KUOR #environment",451612 +1,RT @witchycleo: And republicans don't even believe in global warming fucking imbeciles https://t.co/Dn0gUvLz2l,141725 +0,"RT @JonRiley7: Great article about the teachers teaching climate change is manmade & the conservative parents & kids rejecting it +https://t…",484298 +1,Why 2°C of global warming is much worse for Australia than 1.5°C: Global warming of 2°C… https://t.co/f2czJXryHE,967785 +2,Nato warns climate change is 'global security threat' as Donald Trump mulls over Paris Agreement https://t.co/bzhGGd31P4 #worldnews #news …,952523 +2,Congressman leaves stage to a chorus of boos after saying the jury is still out on climate change https://t.co/WLKeDCIpAa AZ = retardville,106765 +1,I don't know why people are happy over the fact it's 70 degrees out in November. It's called global warming.,843592 +1,RT @nature_brains: Carbon dioxide removal & storage can help keep global warming to a level we can live with. via @ensiamedia https://t.co/…,133733 +2,RT @EvoBehGe_papers: Improving the forecast for biodiversity under climate change. https://t.co/jDKbhgVBVn,553325 +1,RT @GaryJanetti: How can Trump still deny climate change when Kellyanne Conway's face has been melting at such an alarming rate??,124500 +1,"RT @Chaffeelander: @milesjreed Also: +I know climate change is real, renewable energy is replacing fossil fuels & businesses will not…",461534 +-1,"RT @LemieuxLGM: Or for the federal courts being packed by judges who think the 15th Amendment is a myth, like global warming https://t.co/0…",792036 +2,RT @nytimesworld: Scientists are pointing to an accomplice in China’s devastating smog crisis: climate change https://t.co/7QpVo6a4Iw https…,547714 +1,"RT @Shell: How should the world tackle climate change? +Here’s what the @IEA Chief Economist thinks… #COP22 +https://t.co/ZqsUxO7SKM",183571 +2,RT @usfs_srs: Are anglers worried about reduced habitat for #trout due to #climate change? https://t.co/QTAUspawEs https://t.co/Qa3WNOlRrO,79978 +-1,"RT @LindaSuhler: The NOAA global warming fraud just revealed is what happens if you pay ppl to PROVE a hypothesis. +You get BAD science & WO…",802552 +1,RT @savmontano: Our president doesn't believe in global warming so we're all doomed regardless,107394 +1,greenpeaceusa: Removing climate change from the EPA's website is 'a declaration of war.' https://t.co/SxiSpU4DNc,875780 +-1,@realTurdReich @CNNPolitics O come on where's you sense of adventure. Dems cooked the books (hint) no such thing as global warming,549359 +2,President Trump's budget chief on climate change: 'We consider that to be a... https://t.co/APkdfdBqdN by… https://t.co/OZqBedX8Ls,253590 +0,@MajorKeyP well he did as much as he could to discredit climate change. I guess we'll see,839878 +2,"The curious disappearance of climate change, from Brexit to Berlin https://t.co/RQxqXqehcX",149139 +1,RT @ClimateCentral: National Parks are perfect places to talk about climate change. Here's why https://t.co/nBodQCHKRt https://t.co/uMMiwqB…,811991 +2,"RT @climatehawk1: Message from Africa's Malawi, on #climate change's front lines https://t.co/fGCqWwwqVf via @irishtimes… ",949253 +1,RT @RubyCodpiece: The US is relocating an entire town because of climate change. And this is just the beginning https://t.co/Btiz0oVsL3 via…,936011 +1,"RT @NatGeo: The Pentagon still plans to protect its assets from sea-level rise—despite political gridlock over global warming +https://t.co/…",556427 +0,"RT @MisterRudeman: People scared of global warming killing everyone, like that's a bad thing lmao",411497 +1,.@RepBost Don’t let our children face climate change disaster! #ParisAgreement #CleanPowerPlan #SaveTheEPA #ActOnClimate #swingdist,564677 +1,"RT @SNCKPCK: if u care abt climate change.. +go vegan! +YOU SAVE THIS YEARLY: +401,500 gallons of water +10,950 sq ft of forest +7,300 lbs of C…",204193 +1,@PaulHBeckwith Is assessing consequences of climate change too narrowly scoped? Climate change is caused by a few p… https://t.co/7pzAp1Mw7j,334185 +1,RT @AltCaStateParks: Teach kids about climate change so the future voting populace doesn't ever see another Scott Pruitt in charge https://…,390222 +1,"RT @AstroKatie: In case you were wondering: no, 4 years of US-led inaction on climate change will not go well for the planet. Now is when i…",139414 +1,"RT @nytimes: We may need a new name for permafrost: Alaska's is thawing, and in coming years that will boost global warming…",509798 +0,@Cognicenti So you believe climate change is a hoax?,794518 +1,"RT @xodanix3: Animals all over have been showing signs of distress, environmental devastation. climate change is real. Humans need to make…",179527 +1,RT @YEARSofLIVING: Looking for ways to solve climate change? Put a price on carbon says @tomfriedman. Follow @PriceOnIt to learn more.…,694856 +1,@RichardOSeager Just as well our policy provides for climate change refugees. Responsible,190273 +-1,"You kidding? Top notch science also states, pumping dozens vaccines & drugs in children ok, global warming. But no… https://t.co/EKhcSt6Uso",692264 +2,RT @AP_Politics: A region-by-region guide to climate change in the US. https://t.co/p6kxY08SE4,43555 +1,How we know that climate change is happening—and that humans are causing it | Popular Science https://t.co/qXskoJUk9R via @PopSci,437125 +-1,"Precisely! +Science joined the grifters climate change con game becuz it's ridiculously profitable. They fleece Chi… https://t.co/wVzgEqwouo",905155 +2,RT @Carbongate: Donald Trump expected to slash Nasa's climate change budget in favour of space exploration https://t.co/U41t1m25et via @te…,439724 +1,"Lord Stern, climate change denier? https://t.co/NyQlCnFKFg https://t.co/RYAlqcerPj",611856 +1,I’m confused how we still get climate change deniers? Only one step higher than flat earthers right now. The eviden… https://t.co/nmQZ8dzzja,635820 +2,"RT @AnikaMolesworth: From Asia to Australia, farmers are on the climate change frontline https://t.co/ZkG8iEEPsw @CrawfordFund @FAotC @ACIA…",338375 +1,"It is difficult to assess the total damage of climate change and other environmental stresses to the Antarctic ecosystem,",347110 +1,RT @FuentesUrsula: #marchforscienceau for evidence-based policy to save the Great Barrier Reef from climate change - against denialists htt…,544018 +0,RT @syqau: SICK: Gloria Steinem says that allowing a human child to be born instead of murdering it will cause global warming https://t.co/…,355207 +2,RT @CNN: Robert F. Kennedy Jr. says President Trump's climate change policies are 'turning America into a petrol state'…,959620 +2,World's biggest fund manager issues threat to oust bosses who ignore climate change via /r/business https://t.co/XElfaoMsvP,544782 +2,RT @DonaldMacDona18: Global climate change battles being won in court https://t.co/HzCcrl51K9 @IIGCCNews #climatechange #carbonbubble #COP2…,878987 +2,RT @mcspocky: Government scientist says he was reassigned after speaking out about climate change https://t.co/CIIYtWUgD4 https://t.co/Fygr…,20562 +1,RT @WickedBeaute: That's called global warming & it's destroying the planet. & Your dumb ass president doesn't believe it's real. https://t…,463863 +1,"@realDonaldTrump Instead you must focus your energies on proven larger domestic threats like the failing economy, gun crimes,global warming",85610 +1,RT @janaaier: You know Donald Trump et al don't believe in climate change right? The US is the 2nd biggest contributor to carbon…,2155 +0,"Webinar on gender, agroforestry, climate change: en espanol https://t.co/cL1iLXb8mf @ICRAF@CIFOR@CIAT_@BioversityInt@CATIEOficial@Cirad",419672 +2,"RT @nytimes: In South Florida, climate change isn't an abstract issue https://t.co/H3nEB7oJYH https://t.co/uQrVykw4ta",596810 +1,Dear Florida: You're gonna be real pissed when trump administration stops fighting against global warming and you're the first ones to goðŸ¸â˜•ï¸,172496 +1,RT @greenpeaceusa: Did you miss the premier of @LeoDiCaprio's climate change documentary #BeforeTheFlood yesterday? Catch up here >> https:…,592961 +2,RT @rollinstoned0: ‘Uncharted territory’: Drastic climate change in 2016 will continue this year – report https://t.co/LK01whY0Vp,790447 +1,@edmtoronto climate change is going to wreck havoc on festivals for years to come,343601 +2,Letter: Funding climate change will wreck economy - Mansfield News Journal https://t.co/dguYlUHz7k,904992 +1,RT @ikebarinholtz: A 70 year old moron who thinks climate change is a hoax hired a band to celebrate the earth dying faster. This is beyond…,993232 +0,"Rest assured, wine lovers, your favourite tipple will adapt to climate change https://t.co/NBj6UPMMvf",257864 +2,"RT @richard777777: Federal scientist cooked climate change books ahead of Obama presentation, whistle blower charges https://t.co/uP5F10rP2…",178914 +1,RT @pablorodas: #climatechange #p2 RT A portrait of a man who knows nothing about climate change. https://t.co/NFDaryrkrj #COP22 https://t.…,683377 +1,Can we blame climate change for February's record-breaking heat? https://t.co/Su0Tyha4Ck #itstimetochange #climatechange Join @ZEROCO2_..,612020 +1,@paully_steaks so we should just shit all over the earth? 97% concensus is enough to justify any climate change action.,70993 +1,"RT @BrookeWMcKeever: For our girls, equal rights; because climate change is real, public education is important #WomensMarch #WhyIMarch htt…",944725 +1,"RT @ddlovato: #IVotedBecause I believe in equality, we need comprehensive immigration reform, I am pro-choice and global warming IS real. #…",248594 +2,RT @BraddJaffy: Trump EPA chief is pushing a government-wide effort to question climate change science https://t.co/3XtBRNX0rr,364457 +1,RT @thE_House7: Scariest part of the election: the most powerful man in the world is now a denier of climate change. Horrific day for fans…,249056 +0,So maintain yourself for the sake of national peace and global warming. https://t.co/RGn7Nf1ZHV,977416 +1,RT @tveitdal: Washington Post's view: A man who rejects settled science on climate change should not lead the EPA…,807043 +-1,RT @mikandynothem: Antarctic ice at record high levels. Scientists cannot explain the expanding ice with fabled 'global warming'.…,151275 +1,Because climate change is a game show. https://t.co/7t1RQMuBbh,267455 +0,"RT @ULTRAVlOLENCE: Interviewer: 'What do you think about global warming?' +Melania Trump: 'Hello... He's kind he's strong, he's a great... c…",917215 +1,RT @RL_Miller: Amy Goodman of @democracynow calls out mainstream media at #pplsummit for not covering climate change,54838 +-1,RT @DRUDGE_REPORT: Veers off script on 'climate change'... https://t.co/Yaza76fpD5,815326 +0,"Upsides of global warming: new shipping lanes, more bikinis, no more lame polar bears. It’s a win-win:… https://t.co/Tdy186oXh8",238094 +-1,Al Gore is a fraud and refuses to debate global warming https://t.co/EVN6jjUfyq,871098 +2,Australia PM adviser says climate change is 'UN-led ruse to establish new world order' https://t.co/KE0cDGWDNa,230211 +1,"ACTION: Stop Scott Pruitt. + +Call your Senators and tell them to vote NO, because climate change is real. + +202-224-3121",998153 +1,RT @cnni: No snow where there should be. Bleached anemones. Cracks in the ice. This is what climate change looks like:…,950708 +2,"Kidapawan, climate change and conflict https://t.co/wbHIYvML9h",39850 +1,RT @EndeavourSci: Dear god what a relief to have a leader say climate change is a fact. #JustinTrudeau #yycchamber,258340 +1,RT @lexi4prez: you believe he rose from the dead but you don't believe in climate change? https://t.co/PVH0C1hw65,142300 +1,RT @DannyDonnelly1: #1 Sammy Wilson is a climate change denier - he denies that climate change is man-made.…,892874 +2,The latest The climate change Daily! https://t.co/Y8JNhKcQCd #climate,128929 +-1,RT @Ted_Macc: @ElGrumpisimo Since it's conception climate change has had different names to suit the agenda. 30 years of predictions haven'…,861222 +1,"RT @PeterGleick: 30 years ago science said #climate change would shift California's snow to rain, raising flood risk. It's happening. +https…",370453 +1,RT @COP22_NEWS: #climatechange: Breathtaking photos show effects of climate change #environment https://t.co/k81zENQNOj https://t.co/xoX1Bj…,131395 +2,"RT @GlobalWarming36: Trump's climate change denialism portends dark days, climate researchers say - RT https://t.co/8GLFnwmhAu",623223 +2,Marcon invites American climate change researchers to take refuge in France https://t.co/H3Dp3X8gna,186913 +1,Deranged man attacks #climate change funding w/ budget ax | Editorial @starledger https://t.co/ZhEulqc7gw… https://t.co/oyO9tPG1m2,73432 +1,Since the EPA was ordered to remove climate change... https://t.co/eXqM1rYgve,506202 +1,RT @rkiker: A little thing called science says otherwise. EPA chief: Carbon dioxide not 'primary contributor' to climate change https://t.c…,473832 +2,Donald Trump wants to shut off an orbiting space camera that monitors climate change https://t.co/QzBcZhMX0z via @NewsRepublic,630744 +1,"RT @sarahbhammy: 'we're on the verge of world war 3, there's climate change, and THE BEES ARE DYING and u wanna mess around w a bomb threat'",158189 +1,@Plantbo & it took >100 mill yrs to buildup! Releasing this stored C in less than 200 yrs = climate change. Plnting more plts gd 4 C uptake!,8383 +2,Cher Gilmore: 'We the People' must solve climate change - Santa Clarita Valley Signal https://t.co/tSBL8IJtSb,566159 +1,RT @winstarvander: The double standard on Great Lakes sewage treatment is a bit like climate change rules: some countries get screwed while…,25992 +1,"RT @philstockworld: Read: + “Why we need to act on climate change now” https://t.co/Ruo4UKRefl",767339 +1,Oi @realDonaldTrump do you still continue to think that climate change is a Chinese conspiracy? #MAGA #Trump #MAGA https://t.co/qHk5bwdI6f,102673 +-1,RT @sarahlyonsinc: There is no such thing as man made climate change. Problem solved. #StepsToReverseClimateChange https://t.co/LXq9vtEzVG,779000 +1,RT @OCTorg: The kids suing the government over climate change are our best hope now: https://t.co/BT3lo6gdIu via @slate #youthvgov,483887 +1,"RT @OwenJones84: A Tory government propped up by gay-hating, anti-choice, climate change denying DUP will be met by peaceful protest and ci…",917301 +1,"RT @narendramodi: From removing poverty & inequality to climate change, the path shown by our Saints & Seers have the power to make our wor…",871624 +1,"RT @drvox: 3. Most people are barely aware of climate change & have no idea how scary & proximate it is. That's the baseline fact, the core…",679083 +1,"RT @UN_News_Centre: .@UN @antonioguterres: #agenda2030 aims at a fair globalisation, eradicating poverty & addressing climate change ►…",539208 +2,RT @Jugbo: Scott Pruitt's office deluged with angry callers after he questions the science of global warming https://t.co/lfBA9LojCQ via @n…,349220 +0,"RT @darionavarro111: Simplicity for the simple-minded. Trump has a two-point plan to address climate change, assuming it even exists.…",559455 +0,RT @jeffpearlman: Pretty psyched that climate change will now be ignored by America in large part because a bunch of angry people were upse…,6811 +1,Not looking good on President elect's approach to environment and climate change.... https://t.co/eoDsCKsehe,820801 +1,RT @Ronald_vanLoon: 3 ways the Internet of Things could help fight climate change | #Analytics #IoT #RT https://t.co/c31uQHJRj8 https://t.c…,191354 +1,"RT @BrookingsInst: As Trump contemplates the Paris Agreement, here are 12 economic facts on climate change: https://t.co/QTNffeN3B3 https:/…",418990 +1,"@realDonaldTrump right, Americans should vote for the guy who thinks chinese people invented global warming? Good luck America #yallfucked",139861 +1,RT @Mayors4Climate: .@Anne_Hidalgo remains determined to transform #Paris into a climate change prepared city. #GlobalCovenantofMayors…,786309 +1,"RT @RoyalSegolene: Against climate change and for climate justice, I believe women play a crucial role. @c40cities #Women4Climate… ",618180 +2,Relocating because of climate change https://t.co/5rr3bZinxT https://t.co/vSyQhUJmsG,105178 +1,"#3Novices : G-20 fails to agree on free trade and protectionism — climate change is missing, too https://t.co/azw6Gl68A4 The world's finan…",348158 +1,"EPA Chief Pruitt..sniff too many fumes? Look thru the smog ur making. +Climate change is man-made. +#climate change",367725 +0,The study doesn't include climate change and focuses on grain yields not #ag total factor productivity. Estimates a… https://t.co/tevc4hqaE7,732028 +0,"RT @EricBoehlert: i'm glad you asked... + +'e-mail' mentions on cable news since Fri: 2,322 +'climate change' mentions on cable since Fr…",294288 +1,Sunday fun: Go through your contacts & invite climate change denying folks to a picnic in the 40° heat today.,726860 +2,RT @ClimateCentral: Record-breaking climate change pushes world into 'uncharted territory' whttp://buff.ly/2n9EH1S via @guardian https://t.…,804342 +0,@MarkChesney not once did I say C02 Mr California but CO is a polluting problem. You think I'm talking about global warming.,511167 +-1,RT @realDonaldTrump: The concept of global warming was created by and for the Chinese in order to make U.S. manufacturing non-competitive.,868805 +2,Guardian: Obama's complicated legacy on climate change - video https://t.co/LLfi9fJkLn https://t.co/l3WzL8n468,212490 +1,"RT @AYCC: Hurricane Harvey - New norm, exacerbated by climate change. We can avoid worse storms if we build a clean renewable future #Harvey",368077 +1,"The administration can try to ignore climate change, but it’s still happening and we must act now https://t.co/ThQHDZnqmg",520896 +2,Oman's mountains may hold clues for reversing climate change https://t.co/kYDcCZ2l6C,614448 +1,Donald Trump doesn't believe in climate change — here are 16 irrefutable signs it's real https://t.co/GRq7ZKuYLK https://t.co/QoPQdmByGA,426480 +2,RT @RobertMaguire_: @realDonaldTrump Trump administration calls fighting climate change a waste a taxpayer money https://t.co/qWQsZRdkAx ht…,71033 +-1,"@PrisonPlanet @infowars +These the same people preach climate change as scientific fact",412473 +0,RT @NBmakiri: If global warming isn't real then why did Club Penguin get shut down?,805835 +2,RT @CBCNews: Climate change researchers cancel expedition after climate change makes conditions too dangerous…,941233 +2,"Rex Tillerson discussed climate change from secret email account, hid it from investigators https://t.co/qhWXpaNueH",645277 +-1,@MMFlint the great global warming swindle,663022 +2,RT @pablorodas: #CLIMATE #p2 RT Jane Goodall calls Trump's climate change agenda 'immensely depressing' https://t.co/uok5FJeWgW…,528586 +2,RT @Elder_Cincy_Guy: Trump picks climate change skeptic to head EPA transition team. https://t.co/aHpIT8d1iS,682376 +0,"RT @BevHillsAntifa: Antifa was forced to build a fire in the road to keep warm due to climate change. +https://t.co/j10wWdy17V",635672 +1,"@Nadeshot its like that in alot places now, it's called climate change",968762 +-1,"just had very disconcerting thought, many influential policy makers believe in anthropogenic global warming/climate… https://t.co/nW89akrXmG",855503 +1,RT @NatGeo: 'The impact of climate change at its most dramatic [is in] the mountain ranges.' This man risks it all to see it https://t.co/u…,609229 +0,RT @asassywhale: if global warming doesn't exist then why is club penguin shutting down,999178 +0,"RT @Iwin1961: 'So we lose the Maldives, that's ok' - Hartley-Brewer debates climate change with @GreenJennyJones talkRADIO https://t.co/Lmu…",992961 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,772672 +1,"RT @Jlkerr20: Just out here tryna save the planet from global warming + +Donate to my gofundme: (venmo: @Jlkerr01) https://t.co/B5h1bau7n7",933014 +1,Another reason trump is so jealous of Our POTUS #44: He is a brilliant man who believes in climate change and cares… https://t.co/8of1ttd4BI,879637 +2,"#Pakistani #Women #Pakistan #Climatechange #Latest Pakistan passes climate change act, reviving hopes and scepticism https://t.co/8mWxhYRfL1",455322 +1,"ok, let's do say this again: overwhelming evidence shows CO2 emissions are dominant factor driving climate change https://t.co/ZznDssajju",327076 +2,#RRN https://t.co/PqFcWckr23 US signs international declaration on climate change despite Trump's past statements,773599 +2,RT @guardian: Five Pacific islands lost to rising seas as climate change hits https://t.co/nMRZOPPymk,398070 +2,"Everyone will move to Michigan in 2100 due to climate change, Popular Science says https://t.co/dwEyk4WWXJ",986818 +1,RT @foe_us: .@WHO: The global health community must confront the intertwined role that factory farming plays in climate change. https://t.c…,71399 +0,RT @CivilJustUs: How do they expect us to care about global warming with all this penguin on penguin crime?? https://t.co/HypysWHvVV,332851 +1,What if everyone in the world who wants to see action on climate change stops work the first Monday of every month? @extinctsymbol #auspol,615024 +2,A million bottles a minute: world's plastic binge 'as dangerous as climate change' https://t.co/kn85grSZXO,767069 +0,RT @jay_zimmer: Icebergs for global warming https://t.co/8ZYOZK4KfR,194240 +1,RT @siddarthpaim: The head of the EPA just made another dangerous comment about global warming https://t.co/mS1svXve3a,808559 +1,RT @BernieSanders: 'The concept of global warming was created by and for the Chinese in order to make U.S. manufacturing non-competiti…,894315 +1,RT @ZEROCO2_: 11 terrifying climate change facts in 2017 https://t.co/rDRijSgIAt #itstimetochange #climatechange Join @ZEROCO2_..,310148 +1,RT @cathmckenna: Looking forward to working together @glen4climate to tackle climate change & grow a clean economy. ���� https://t.co/Uz5O1V6…,975752 +0,@AlexBWall good thing climate change is a hoax!,910895 +1,RT @mcspocky: Yet another Trump advisor is clueless on climate change https://t.co/3sjZWG6lGZ https://t.co/HMqxDtSdMd,56708 +1,The EPA is planning a debate about climate change. But Bill Nye says that debate's already been settled. https://t.co/ljQiheoTay,194339 +1,RT @CofECampaign: Some useful resources for setting up climate change hustings from @HopeFTFuture - let your local MP know that the e…,999107 +0,"RT @famouslyignored: If climate change isn't real, then how do you explain the sudden rise in tweetstorms?",734897 +1,RT @ecoAmerica: Not everyone experiences the impacts of climate change in the same way – some populations are more vulnerable…,755668 +1,RT @SenSanders: It is pathetic that the largest oil company in the world understands more about climate change than the president o…,82957 +2,"Mangrove, bamboo planting to adverse climate change effects | https://t.co/kk5dGp99C5",495669 +2,RT @AlertNet: Prepare for 'surprise' as global warming stokes Arctic shifts - scientists https://t.co/BoTNvGG4l5 https://t.co/ai2Zci2jkB,793560 +0,"RT @Dodo_Tribe: What's the connection between climate change and violent unrest? + +https://t.co/N5PjkDzZtY https://t.co/3qMJJXTGtD",512306 +1,RT @BernieSanders: #ImVotingBecause the future of the planet is at stake. Hillary Clinton will combat climate change. Donald Trump thinks i…,688325 +1,"wef: This major Canadian river dried up in just four days, because of climate change https://t.co/vO31u6oy5A https://t.co/16yET4Intv",24298 +1,RT @CheriHonkala: I endorse the @LeapManifesto because climate change is not cool (no pun intended). We must create jobs that halt it! http…,912403 +1,📷 One of my favorite books on climate change denial. https://t.co/TnkOxpXoGV,352416 +0,@Keylin_Rivera @GOP Tornados can happen anywhere! That doesn't mean climate change is real/ fake!,773943 +0,Maybe global climate change is why all these takes are so flaming hot https://t.co/s6Okj93I5S,601894 +-1,#MAGA �� White House calls climate change funding 'a waste of your money' – video https://t.co/frZqvjyoTD ⬅️See Here https://t.co/czLF2sbRxe,261110 +0,@newscientist ancient carvings prophesy how #MOAB could solve climate change,693233 +2,Britain urges United States to take climate change seriously - Nasdaq https://t.co/OI169t0O7x #Market #Equity,79360 +0,"RT @RepAdamSchiff: Yes, I'm sure that's the big talk at G20. Not climate change or trade, but why didn't John Podesta give a server th…",364884 +2,"Indigenous rights are key to preserving forests, climate change study finds https://t.co/0N37EHhIyb",430548 +2,RT @BWLogan: ‘Nothing more than a smokescreen’: Environmental critics have some words on Trump’s flip-flopping on climate change…,809655 +2,The report warns Europe has been most affected by global warming.（報告書は、欧州が最も大きく地球温暖化の影響を受けていると警告しています。）,831217 +1,RT @SenSanders: We have a president-elect who doesn't believe in climate change. Millions of people are going to have to say: Mr. T…,531280 +1,RT @SenSanders: We have a president-elect who doesn't believe in climate change. Millions of people are going to have to say: Mr. T…,407693 +2,EPA head Scott Pruitt denies that carbon dioxide causes global warming: https://t.co/i7iOSMHtP3 #climatechange… https://t.co/dRDTSYMuwi,837687 +1,RT @TulsiGabbard: We must continue to illustrate the impacts that climate change is already having on communities around the world—especial…,103583 +2,RT @SierraClub: Gorsuch’s extreme legal positions could severely limit the EPA’s ability to address climate change. https://t.co/TPhTxJcgkA…,965758 +1,@MarleneStoddard @HoCpetitions Scott Pruitt hates the EPA. Trump seems to deny climate change. Jobs? Why not create green energy jobs?,967897 +2,#SMARTPipsHub Finance: LIVE: Trump to announce Paris climate change decision at 3pm ET - https://t.co/juMpTszKlo… https://t.co/IabFqTnrTw,356845 +1,"Thank you America, for voting in a president who thinks climate change is a hoax. It really is something.",188019 +0,RT @BecketAdams: Wait … you’re turning on all the lights in honor of a climate change agreement? https://t.co/qRwIe8cH2r,414231 +1,"RT @TheSciBabe: New administration thinks condoms are satan, climate change is fake. + +I've been told 'scientist, stop tweeting politics.'…",675397 +1,Just a reminder that global warming is very real and clearly all these fucked up weather patterns are a sign of that ok carry on,105130 +2,People are furiously canceling their New York Times subscriptions after an op-ed disputing climate change… https://t.co/uv0iMtIV7d #http:/…,833017 +2,WASHINGTON/BEIJING (Reuters) - The election of climate change skeptic Donald Trump as president is likely to… https://t.co/PiX3DRxxNy #FB,31542 +1,"RT @CAPAction: Trump's EPA cuts: + +-3,200 staffers (20%) +-Clean Power Plan +-climate change research and international climate change programs",377702 +2,"RT @nytimes: Americans are eating less beef, and that might help in the fight against climate change https://t.co/cdXM5qO8C4",21614 +2,"RT @thinkprogress: Brace yourself for a bitterly cold winter, as climate change shifts the polar vortex https://t.co/TKrnPz6LIx https://t.c…",722895 +1,"RT @NatGeoChannel: Watch #BeforeTheFlood right here, as @LeoDiCaprio travels the world to tackle climate change https://t.co/LkDehj3tNn htt…",987825 +1,RT @NotAltWorld: All Americans should review .@NASA's Images of Change to see how climate change is affecting our planet https://t.co/WpIXQ…,832432 +2,RT @guardianeco: #GlobalWarning: 97% of academic science papers agree humans are causing climate change https://t.co/texRLlWp5l https://t.c…,922788 +0,"RT @eugenegu: Due to climate change, #AprilFoolsDay was in November. https://t.co/8t7irrexoS",64033 +-1,"RT @BIZPACReview: Whistleblower admits scientists manipulated data, making global warming seem worse to help Obama… ",994443 +0,"RT @ULTRAVlOLENCE: Interviewer: 'What do you think about global warming?' +Melania Trump: 'Hello... He's kind he's strong, he's a great... c…",21032 +1,"RT @PoliticKels: Don't worry about global warming. We're going to build a new Earth, a bigger Earth, it will be the best Earth ever #TrumpN…",712699 +2,RT @PaulHBeckwith: Donald Trump team asks for list of Department of Energy workers who have attended climate change talks https://t.co/B0DY…,222179 +2,"Welcome to Pleistocene Park, where Russian scientists want to fight climate change with woolly mammoths https://t.co/EYUeYH55if",702455 +1,"RT @LuvPlaying: “Oklahoma hits 100 ° in the dead of winter, because climate change is real” by @NexusMediaNews https://t.co/k3ud7Ppx28",688656 +1,#3Novices : Oceanographic training centre getting ready Oceans play a big role in studying climate change and weather forecasting patterns.…,505260 +2,RT @ProfTerryHughes: Recreational fishers are concerned about climate change impacts on #GreatBarrierReef https://t.co/LQvsPg6IwO,81812 +1,"ppl that voted for Trump: you set our earth back. You voted for continuous global warming and harm to our animals, oceans and forests. Nice.",236479 +-1,RT @AMike4761: CON ARTIST Al Gore group demands $15 trillion to fight global warming #ma4t https://t.co/R5LJ…,797817 +1,"RT @ddale8: @KkevrockK Trump denies climate change, period. https://t.co/FoSsnixbf8",282847 +1,RT @COPicard2017: It shouldn't matter if climate change is real or not. We should make the world a better place anyway.…,999698 +1,"@NWSMemphis @ismh 75 in Maryland, what global warming?",730151 +2,"RT @NPR: Trump's pick to head NASA wants Americans to return to the moon, but doesn't think humans cause climate change. https://t.co/n2Nab…",768098 +0,RT @WoodsHoleResCtr: Undergrad & Grad: Study climate change in Alaska this summer. Apply at https://t.co/DDm9s1a9l1 until 1/15. Covers r…,894551 +1,"@statesman Scott Pruitt Must Go, and all citizens must know how climate change works, not only scientists. +https://t.co/3JH8yUqCWd",554457 +1,RT @SenSanders: If we don't address climate change there'll be more conflict over limited resources. We must listen to scientists not fossi…,387019 +-1,"RT @mmccdenier: The Trudeau gov luvs 2 call Cdns who don't believe man-made global warming, “climate deniers.” +That would be me https://t.c…",415342 +1,"RT @MobilizeClimate: 2016: not a great year for action against climate change, but an excellent one for visualizing what's happening. https…",793224 +1,RT @HarvardBiz: Tackling climate change will create far more jobs and economic growth than looking back to fossil fuels. https://t.co/xANDJ…,845644 +1,A must watch documentary on global warming. https://t.co/qBVPjWw5RW,671795 +1,RT @PopSci: Four things you can do to stop Donald Trump from making climate change worse https://t.co/uhw228etfp https://t.co/BtDUnb6hZ3,799220 +2,RT @guardianeco: Coalition of 17 states challenges Trump over climate change policy https://t.co/w4HyWFMPSk,126205 +-1,RT @theboltreport: WATCH: The former head of Australia's National Climate Centre says we shouldn't be panicked by the global warming s…,908520 +2,"Rex Tillerson used an alias email at Exxon to discuss climate change, New York A.G. says https://t.co/xI7lrz5rKP by #WSJ via @c0nvey",919933 +0,RT @grist: .@LeoDiCaprio’s new climate change film is now streaming https://t.co/YZypinNHXZ #BeforeTheFlood https://t.co/kdcQ5VNVxZ,404324 +-1,Punked! Peer-reviewed journal publishes hoax study attributing climate change to… https://t.co/SM5mIUp6s5 #climatechange via @ClimateDepot,95931 +1,"We should stop #climate change, otherwise climate change will stop us - #climatechange #future #Earth #Mankind #environment #sustainability",889838 +1,RT @c40cities: Buenos Aires is raising awareness and engaging with its citizens about what to do when facing climate change effect…,390246 +1,"RT @NatGeoChannel: Watch #BeforeTheFlood right here, as @LeoDiCaprio travels the world to tackle climate change https://t.co/LkDehj3tNn htt…",126459 +2,RT @brontyman: Scott Pruitt’s office deluged with angry callers after he questions the science of global warming https://t.co/wYbaxepen5,269572 +0,RT @LeoHickman: Transcript: Here's what @realDonaldTrump *actually* said about climate change in his Fox interview today…,956964 +1,RT @haleyylamb: ALSO responsible for 65% of human-related production of nitrous oxide (which has 296 times the global warming poten…,598609 +2,Who's 'morally vacant'? Exxon Mobil turns official's quip against him in climate change case https://t.co/CH0uZbs51x https://t.co/7ScfD7EUgP,879560 +1,The Black Forest and climate change https://t.co/nUnQsZDfpY via @Cahulaan #TrumpRussia #TheResistance,344616 +1,A month ago FL was in a horrible drought. What have scientists said about climate change and extreme weather events… https://t.co/pVXhicJdHt,255138 +1,"RT @RobinBHarding: The world's most successful, cost-effective new reactor programme. As bad for climate change as Trump pulling out o…",316656 +1,"@RICHARD_FURNESS @griffgirl20 That's how some people deal with things. Like climate change, for instance. Just go '… https://t.co/TG5OkmhMqS",561185 +1,"RT @phbarratt: No effective policies for climate change, but at least we'll have the 8-shot Adler. All a matter of reform priorities really.",518239 +1,RT @iracamb1: We agree: 'Protecting forests is the best way to fight climate change.' https://t.co/Oi4MXWq1en via dwnews https://t.co/hknXF…,266574 +0,"RT @JamieW1776: So in less than one day, you've decided that you are prolife, denounce climate change, support full gun rights, & o…",193782 +1,"RT @YEARSofLIVING: To save the world's coral reefs, we need immediate action to stop climate change https://t.co/9C6oLsWZw7 WATCH #YEARSpro…",987669 +1,"RT @FelegeLab: Canada, let’s fund a living archive of Inuit knowledge that helps communities adapt to climate change @arcticeider https://t…",11809 +1,Trump falsely claims that nobody knows if global warming is real https://t.co/O8lUdbJ2g5,674701 +-1,RT @foxandfriends: .@GiannoCaldwell: For Al Gore to compare civil rights to climate change shows the Dem Party isn’t ready to offer re…,255799 +1,"RT @1followernodad: parent: I'd do anything for my children! + +Scientist: here's how to stave off climate change so your children can stay o…",358910 +2,"RT @BillMoyersHQ: The US + China were, until recently, key allies in the fight against climate change, writes @lighttweeting https://t.co/q…",779470 +1,"RT @Alex_Verbeek: 🌎 + +Conservative media can’t stop denying there was no global warming ‘pause’ + +https://t.co/cBrWxPl7YV #climate… ",853258 +1,RT @AustinDem1: He fired all the experts and deleted all the internet sites on climate change/science. https://t.co/TzgghsmHMO,106425 +2,A climate change economist sounds the alarm https://t.co/MLkoYI637X via @BV,787435 +2,"RT @cnalive: Pranita Biswasi, a Lutheran from Odisha, gives testimony on effects of climate change & natural disasters on the po…",359773 +2,Donald Trump signs executive order overhauling Barack Obama&apos;s attempts to slow climate change - ... Donald T...,423966 +-1,NOAA got caught faking global warming temperature data… so where is the apology for spreading fake science?… https://t.co/U6iIjc6OW9,646122 +1,"RT @ngwatweets: PODCAST: Due to climate change/food production, groundwater is under pressure. Interview @WilliamAlley6@circleofblue https:…",351040 +0,"RT @LoverHelly: Is dis @OfficialHelly7 �������� �� �� global warming bada Diya princess ne �� �� +@ennasonaa @agsnithya https://t.co/MvfJ8wJnhK",9318 +2,"RT @CNBC: In rare move, China criticizes Trump plan to exit climate change pact https://t.co/JgUDxr3shb",543235 +2,"Roughly 4-in-10 Americans expect harmful effects from climate change on wildlife, shorelines and weather patterns… https://t.co/lmV9T9nbLc",28358 +0,RT @Kerrclimate: Now this is interesting shift: China warns Trump against abandoning climate change deal https://t.co/uolhRWmorn via @FT,660505 +2,Netflix makes its fourth #Sundance2017 purchase with global warming doc 'Chasing Coral' https://t.co/aWt0XV6D8u https://t.co/p6UbJ6aX6N,788854 +1,Truth to power: The “inconvenient” voices taking on climate change https://t.co/Sw2Q4uNwgQ https://t.co/cDUJqSt4ME,100284 +2,RT @SPACEdotcom: Can we combat climate change by pumping aerosols into the sky?These scientists think so. https://t.co/1IPxvTAoGM,990340 +2,Gov. Jerry Brown signs climate change legislation to extend California’s cap-and-trade program – Los Angeles Times https://t.co/IBSMoM4ikg,362123 +-1,"RT @NatShupe: So Obama and Hillary had nothing to do with this, climate change caused this. Got it. https://t.co/nZ1Mfz0JX2",740357 +0,RT @billmckibben: The Orthodox Patriarch Bartholomew delivers strongest words on climate change I've ever heard from religious leader https…,282928 +-1,"Scientists, environmental activists protest in Boston against threat to science https://t.co/Kq26lsuJus morons believe phony climate change",480989 +1,RT @Mikel_Jollett: The head of the EPA not believing in climate change is like the president of the United States not believing in democrac…,108856 +1,RT @bruceanderson: Less than 8% of Conservatives voted for the candidate w a serious climate change policy in round one.,9228 +1,@POTUS watching @LeoDiCaprio docu. Funny you talk up doing something about climate change yet do nothing on #DAPL #NoDAPL #ClimateAction,360799 +2,RT @AddBrocke: Emergency campaign launched to convince Trump climate change is real. Failure risks 'planetary disaster'…,530073 +1,"EPA says CO2 doesn't cause global warming. See, I told you it's a plot by China. #wedontneednostinkingscience +#TranslateTrump",25803 +1,"RT @SueMinterVT: On the climate change, education & standing up for middle class families, @BernieSanders explains why we need…",385111 +2,"#ClimateChange: @WMO - Record-breaking climate change pushes world into ‘uncharted territory’ + +https://t.co/bIZoqQCjKJ",513520 +2,RT @borzou: French presidential candidate bluntly calls on US climate change researchers purged by Trump regime to come to Fran…,31889 +2,RT @orderpaper: Reps passes climate change bill for second reading https://t.co/JWp1bYT1CV https://t.co/2bWSDaaF67,309777 +2,"RT @Newsweek: Meet the climate change skeptics defending Trump's EPA pick, Scott Pruitt https://t.co/TXD1uwghUv https://t.co/Bd2htYT6Qz",627221 +1,RT @FrankTheDoorman: 97% of scientists believe in climate change. The other 3% think Kellyanne Conway is a scientist.,436016 +2,UN climate change agency reacts cautiously to Trump plan https://t.co/8eXtXhtNW2,819058 +1,“Donald Trump’s first staff picks all deny the threat of climate changeâ€ by @ngeiling https://t.co/TGTTQ0Qe12,837702 +1,RT @FeelTheBern11: RT People4Bernie: .SenSanders and joshfoxfilm speak about climate change and the global movement to stop it https://t.co…,915732 +1,RT @scienceclimate: Raising awareness and reducing your carbon footprint are necessary to defeat climate change.…,838449 +1,RT @katie_honan: Some of NYC neighbs at biggest risk for climate change voted overwhelmingly for Trump https://t.co/1XJQvUuwEh https://t.co…,938501 +1,RT @donmoyn: Now why do you suppose the Trump team is looking for the names of civil servants who worked on climate change?…,648546 +1,@IanDunt Not stopping global warming is an even bigger sabotage and I don't see much from you there,301605 +1,lmk how some people don't believe in global warming????,676219 +1,"Appointing a global warming denier to head the EPA. + +And so it begins folks.. https://t.co/KSwC6Cfk3D",324154 +0,@micheleod1 You're saying climate change isn't real?,410970 +2,Australia ranked among worst developed countries for climate change action https://t.co/aAZthu5phV,208531 +1,RT @PiyushGoyalOffc: We are all working as a team to continue our efforts to address concerns of global warming and to reduce natural hazar…,432306 +1,"RT @seannscruggs: Rain drop +Drop top + +Now that I got your attention, we need to work together to end global warming.",470493 +1,"@Magdalena_Feru @barussell4 extreme polarized politics, racism, climate change, war to name a few.. #Trump did say some disturbing things.",655406 +1,RT @LiberalResist: Sobering 2018 national climate change report is leaked to the NY Times - NationofChange https://t.co/RbXfOmMC99 https://…,122833 +1,"Retweeted Climate Central (@ClimateCentral): + +The global warming signal in the Arctic was stronger and more... https://t.co/6mrBXSGs3s",614061 +1,"RT @tigertailau: Great read on building #resilience, mitigating climate change risk and working towards a #sustainable future + +https://t.c…",426524 +1,RT @MaryAliceJane23: Moana is really a metaphor for melting ice caps due to climate change,461776 +-1,RT @AMike4761: Looney Denmark calls for tax on red meat because cattle flatulence 'is causing climate change' | Daily Mail Online https://t…,349945 +1,RT @Seasaver: The ocean is losing its breath – and climate change is making it worse https://t.co/myO8tGHlGK @ConversationUS,925752 +-1,"@TammyOnorato go for reasons other than climate change, and it's possible that the climate has been changing independent of humans as well.",158520 +1,"Demand Trump adm add LGBT rights, climate change, & civil rights back to list of issues on https://t.co/OH0ERmDiJF https://t.co/vwyFGs6e16",492572 +1,RT @MarkRuffalo: Existential threat! U.S. needs to accelerate growth in green jobs by treating climate change like the crisis of WWII https…,178491 +1,"RT @NatGeoChannel: Watch #BeforeTheFlood right here, as @LeoDiCaprio travels the world to tackle climate change https://t.co/LkDehj3tNn htt…",725889 +1,RT @SenSanders: We have a president-elect who doesn't believe in climate change. Millions of people are going to have to say: Mr. T…,939528 +2,RT @ABC: John Kerry says he'll continue with global warming efforts https://t.co/x98aGUb6ZF https://t.co/ZYfeXKnQno,480077 +1,"Businesses must continue to insist that climate change is real, and a real threat to our economic system. https://t.co/RIY2SN7AN7 #marketi…",929602 +1,"RT @luckytran: FUCK YEAH! One National Park, @BadlandsNPS is defying Trump's gagging orders by tweeting about climate change… ",430694 +1,@Vanthson He's given Ivanka and her husband federal positions. The department of energy has banned the mention of 'climate change'...,854280 +1,"@Bludclots but just like climate change & cigarettes/cancer, big profit $ fights attempts 2prove harm. Easier regs: https://t.co/yjFsyVek55",569343 +2,Octopus in the parking garage is climate change's canary in the coal mine - Miami Herald https://t.co/rquQE1u7TL,630321 +0,Remember to always call it 'climate change' not 'global warming' https://t.co/jiLtx47I7B,701681 +2,"RT @latimes: Thousands of Americans marched in rain, snow and sweltering heat today to demand action on climate change…",566466 +0,"fuck climate change ..make a deal, who is this idiot? does he pick up some cash?",106488 +1,$50M that could have gone to help fight climate change instead. https://t.co/NFRjXSdjEB,821581 +1,RT @nature_org: #DYK: Forests could contribute up to one-third of the solution to tackling climate change? https://t.co/SHveCQ2H85 https://…,130693 +2,"Depression, anxiety, PTSD: The mental impact of climate change https://t.co/5NqZCYuarl via @wordpressdotcom",21092 +1,RT @SenSanders: We have a president-elect who doesn't believe in climate change. Millions of people are going to have to say: Mr. T…,677305 +1,"RT @Rachael_Swindon: This government: Anti-abortion, homophobic, climate change denying, terrorist backing. And that's before you get off t…",879702 +2,RT @guardianeco: EPA head Scott Pruitt denies that carbon dioxide causes global warming https://t.co/4PIpwyGTKK,795608 +0,@geraldnash 'One of the benefits of global warming and international terrorism...' @oconnellhugh,927966 +1,Watch Before the Flood @NatGeoChannel @LeoDiCaprio travels the world to tackle climate change https://t.co/c1G2lKhaiN @YouTube,686410 +2,"RT @santosh3nepal: New paper on 'Impacts of climate change on the hydrological regime of the Koshi river' +https://t.co/oCGW1vQg5h https://t…",26881 +1,"@TIME @FortuneMagazine If you're thinking about Max, Mark, maybe you should want a world where climate change isn't denied & women respected",404011 +2,Scientists are researching a new solution to the climate change crisis: Growing ice https://t.co/qAYg2LNmVO,194251 +1,@CNN It's 2019 and Republicans defeat another climate change deal despite worsening drought in Kansas and Nebraska.… https://t.co/3DgxxNxYKF,368168 +2,RT @bcleve19: Scientists just published an entire study refuting Scott Pruitt on climate change https://t.co/5Tph0MKnTx,994196 +1,RT @frankieboyle: Let's look on the bright side. Maybe climate change will kill off humanity before a Global Fascist government can start t…,998528 +2,RT @ClimateNexus: NYC weatherman quits TV to save Europe from #climate change https://t.co/Vr8EGrM5G5 via @business https://t.co/1xrTttB6Ql,643417 +0,@BillHumphreyMA climate change theyre gone bill,386400 +1,"I stand with Pittsburgh, Paris, the majority of Americans and the future children of this world don't deserve global warming. #ParisAccord",415107 +0,winky immigrants blush daffodils global warming lightblue even sandwiches brexit feminists,785831 +0,"This from the CEI, where Trump's proposed EPA man is director of global warming! #science https://t.co/R3yQwhAmqQ via @YouTube",350301 +1,“Only the second warmest? That means global temperatures are falling!” - An anthropogenic climate change denialist. https://t.co/kUsi2hCZew,480056 +1,first…. to die of climate change related natural disasters https://t.co/uoUSSVaHMK,446302 +-1,RT @CrazyinRussia: Russians are sick of your global warming. https://t.co/YvhHzqBCDs,675381 +1,"You and your fuckery idiots just elected a climate change denier, and you believe shit like this? How much fucking… https://t.co/nN5bDF0FsE",247136 +1,RT @StephenRitz: Modern agriculture cultivates climate change – we must nurture biodiversity https://t.co/vXxriPZeDw via @foodtank @DeSchu…,23291 +2,RT @nytpolitics: Governor Jerry Brown vows California will battle the Trump White House on climate change https://t.co/OAFpzttuCd https://t…,260425 +2,"RT @ABC: Bit by bit, Pres. Trump undoing Obama policies on climate change, abortion, energy, internet privacy and more.…",237458 +2,Why global warming could lead to a rise of 100000 diabetes cases a year in the US https://t.co/dS94RJg4KP,347300 +1,"RT @ChrisJZullo: #Georgia #ga06. Today is Voting day. Karen Handel opposes marriage equality, climate change and a living wage #VoteYourOss…",970302 +2,"RT @PatriotByGod: Trump to drop climate change garbage from environmental reviews: Bloomberg - +https://t.co/cAX4wi76zM",221494 +1,"RT @Salon: When China calls out Donald Trump on climate change, you know it’s bad https://t.co/qx1Xep7k82",694337 +1,RT @DesiJed: Maybe Trump would care more about #ParisClimateDeal if Barron thought global warming was as real as the beheading picture.,943127 +2,"RT @nytclimate: At G20, world leaders call the Paris climate change deal 'irreversible,' isolating Donald Trump https://t.co/1jHaGB5GkD",404269 +1,"RT @RichardDawkins: Ban on phrase “climate change' seems to have started in Florida, the state most vulnerable to sea-level rise https://t.…",254361 +1,RT @Oceanwire: How climate change has led to creation of floating hospitals to help ppl hurt by rising seas…,396874 +2,RT @GuardianUS: Record-breaking climate change pushes world into ‘uncharted territory’ https://t.co/JC1zwJQTU2,256104 +1,RT @InSIS: Lisa Dilling (@LisaD144) speaking on local climate change adapation at @ExeterGeography this Thursday https://t.co/Rk11w15x7m,978657 +1,RT @Farooqkhan97: Why do we not have journalists on topics such as environment and climate change? @PUANConference #climatecounts,906138 +2,Citizens across the world are suing their governments over #climate change https://t.co/9JBty6d7Dj,526423 +1,@MrFurby @theSNP Good start. Scotland needs to be a leading progressive voice in the fight against climate change,243423 +1,RT @soybeforeboys: WHAT IN animal agriculture is the leading cause of global warming and please stop eating animals for your enjoyment htt…,870093 +-1,"RT @SteveSGoddard: We can focus on actual environmental problems, rather than imaginary climate change. https://t.co/1tacFWvnfg",219964 +1,“the overwhelming conclusions of the world’s scientists that climate change is largely human-caused and needs immed… https://t.co/osMIBnuitG,704978 +2,RT @PJDunleavy: What energy and climate change policies can we expect from President Trump? https://t.co/vcs9VOPSy5 via @LSEforBusiness,321386 +1,"RT @ClimateNexus: According to Trump’s own @DeptofDefense Secretary, climate change is a threat to the military.…",85014 +1,RT @MarkRuffalo: Rick Perry gets schooled on climate change https://t.co/hrOzXQ1SWo # via @HuffPostPol,564427 +0,"@jacob_saxton oh dammit, shadow international rade & climate change, I was kinda close",253686 +1,"RT @NatGeoChannel: Watch #BeforeTheFlood right here, as @LeoDiCaprio travels the world to tackle climate change https://t.co/LkDehj3tNn htt…",672091 +1,RT @BernieSanders: #ImVotingBecause the future of the planet is at stake. Hillary Clinton will combat climate change. Donald Trump thinks i…,469253 +1,"RT @Fusion: When it comes to Breitbart News' reporting on climate change–expect 100% chance of BS. +We'll let The Weather Channe… ",533025 +2,"RT @Reuters: In rare move, China criticizes Trump plan to exit climate change pact https://t.co/XM7qUmahdX https://t.co/NA2yg8JkP9",128996 +1,"@realDonaldTrump. @ghwatcher4ever. The only thing you're agenda does is kill people very slowly, like climate change!!",686028 +2,What does a Trump presidency mean for climate change? https://t.co/TF8igAKCmS https://t.co/2UlvYQdm1C,54140 +2,RT @latimes: Gov. Jerry Brown warns Trump that California won't back down on climate change https://t.co/ig8sxJGw2f,674265 +-1,RT @SteveSGoddard: Democrats believe that imaginary climate change is the most serious threat the world faces. It is much easier than…,697444 +0,@DearAuntCrabby #GOP 'Climate change? What climate change? Global warming? What global warming?',31267 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,698626 +0,RT @ebender00: Hacking models for infectious disease and climate change: #IMED2016 https://t.co/HB4flmroex @mithackmed https://t.co/3XjAyuA…,130129 +2,RT @Independent: Trump's Secretary of State refuses UN request to attend climate change meeting https://t.co/qjkJTDrkAy,488748 +2,China to Trump: climate change is not a Chinese hoax âž¡ï¸ @c_m_dangelo https://t.co/zLYDwaYqXU via @HuffPostGreen,964000 +1,RT @ghetto004: I understand we have to make environmental changes to combat global warming and climate change but recycling tweets…,778493 +2,"RT @LHSummers: Trump's trade policy is 'economic equivalent' to denying climate change, Larry Summers says https://t.co/B8WSkGBHaJ",879308 +2,RT @HuffingtonPost: Bill Nye slams CNN for putting climate change skeptic on #EarthDay panel https://t.co/JbK6L1Zucd https://t.co/7bz2sl2hm8,497348 +2,RT @HillaryNewss: California threatens to launch its own climate change satellite in defiance of Donald Trump https://t.co/sZYJ2GpIto https…,969745 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,101836 +-1,@DasSchmagimator @Thank_Me_L8er @DRUDGE_REPORT @business Aren't the Russians behind global warming? #BlameRussia #RussiaGate,534883 +1,RT @BernieSanders: #ImVotingBecause the future of the planet is at stake. Hillary Clinton will combat climate change. Donald Trump thinks i…,666568 +0,@Grant_Hall3 member before global warming?,699164 +2,"RT @altUSEPA: Chinese scientists attributed extreme weather patterns in China, and especially in northern China, to climate change +https://…",21997 +2,Donald Trump 'won't discuss climate change' at meeting with Xi Jinping despite US and China being worst polluters https://t.co/UfADrr1zee,654708 +1,"The smoke from the north Georgia wild fires has made it into Atlanta... scary. No climate change to here see, nope...",274934 +1,"#marchforscience is bringing awareness by using science, which has demonstrated the existence of global warming and… https://t.co/5VJihqyWMK",565094 +1,"RT @codinghorror: I guess the good news is that with global warming accelerating on Trump's watch, Florida will be less of a factor in futu…",271184 +0,RT @StevenMufson: Draft Climate Science Report under active review at WH. It says most climate change caused by human emissions https://t.c…,260272 +1,RT @theresphysics: One of the last arguments used by climate change deniers was just disproved https://t.co/GYQADR4p0j,571196 +2,RT @thehill: Rahm Emanuel posts climate change webpage deleted by Trump administration https://t.co/gVXeRTdJbk https://t.co/HvitYqZgub,672438 +0,"RT @ClimateOfGavin: To settle an argument, what do you think of when someone says 'global warming'?",372045 +0,RT @JasonKander: @jaketapper Probably about the same percentage of scientists who disagree with their peers about climate change.,267823 +1,Wisconson DNR purges climate change language from web page https://t.co/hcTiZxKD8k via @journalsentinel Stay vigilant my friends...,492380 +1,"My entire family: 'The people who believe in climate change are getting paid to.' + +Note: my entire family gets paid to deny climate change.",930933 +0,RT @carbarbz: billy sweetheart that's global warming https://t.co/ItXDZ1FXyU,183465 +1,"RT @SenSanders: On virtually every major issue — raising the minimum wage, climate change, pay equity for women — we are the majority",390332 +1,RT @climatehawk1: Mysterious explosions in Siberia are signs of galloping #climate change | @David_Bressan https://t.co/mgs7Kv6yDy…,882481 +-1,The climate changes; always has and always will. Can man change the climate? Can a trace gas (0.04%) change the climate? Only in dreams.....,13700 +1,"The most disappointing thing is that climate change should have brought government parties together, instead it has divided us' #4corners",791739 +2,EPA head Scott Pruitt denies that carbon dioxide causes global warming https://t.co/PhC27KLaQd,369346 +0,"RT @NiceBartender: @chelseaperetti look into the camera and tell climate change, 'stop it.'",964228 +2,"RT @climateprogress: #GameofThrones star: ‘I saw global warming with my own eyes, and it’s terrifying’ https://t.co/8hyQrxbE0G https://t.co…",583009 +1,RT @yannickunwomen: Few years ago women and climate change did not exist in the same sentence. Today it is self-evident. #GenderDay at @COP…,804239 +1,RT @cathmckenna: Great to meet with @simoncoveney and @jimkelly2006 today. Productive meeting focused on climate change adaptation a…,618346 +1,RT @WIRED: There's nothing to argue. Earth's temperature keeps shattering records because of human-caused climate change. https://t.co/XHB3…,956658 +1,"You and your friends are gonna die of old age and I'm gonna die of climate change.' +me: https://t.co/g6njWaFTbC",15202 +1,"RT @DrCraigEmerson: Until youse people at the ABC point out the positive side of racism, bigotry, sexual assault & climate change denia…",554676 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,504315 +1,@gistme24 The herdmen incl those from neighboring countries are migrating south in quest for pasture for their herds due climate change.,463174 +2,11-year-old suing Trump over climate change' Ciara O'Rourke https://t.co/YygYjjcDuE #science #environment #politics #law,608774 +0,Comparing what the manifestos say on energy and climate change https://t.co/lPhcgYCuqo Thanks @CarbonBrief #energy #climatechange #GE2017,645656 +1,RT @HawaiiDelilah: Turns out Ivanka (wife of future fellon) who was responsible for lunatic whispering climate change truth to the pre…,642794 +1,RT @TheEllenShow: Today I talked about two of the most pressing issues of our time – global warming and Magic Mike. https://t.co/daB07sCIIy,948526 +1,Why isn't nuclear power considered as a viable energy source to fight climate change? by Dmitrii Motorygin https://t.co/vhXzPJW0p2,756646 +1,@algore @MrDominicBuxton @aitruthfilm UKPM does not want any climate change laws after brexit? Is this a price wort… https://t.co/0TLEldyim1,772757 +2,"RT @nytimes: How Americans think about climate change, in 6 maps https://t.co/mVxVkfn1z1 https://t.co/0VSYwst1q0",83555 +2,RT @TIME: President Trump disbanded a federal panel aimed at fighting climate change https://t.co/EL82I07TE7,318328 +2,RT @thinkprogress: Trump's EPA pick recently called climate change a 'religious belief' https://t.co/JOeH6LmJJ7 https://t.co/f0yua1trKI,441627 +2,Coalition of 17 states challenges Trump over climate change policy https://t.co/e0cPLNV2hj https://t.co/3TDS4AFUWG,802299 +2,Potential for serious loss of Parasite species under climate change with unknown consequences | Science Advances https://t.co/wZDeUBbc57,372997 +-1,@CNN is irrelevant. Trump bashing and global warming. no answers just perceived liberal problems. glass half empty. no hint of solutions ��,227502 +1,RT @BernieSanders: 'The concept of global warming was created by and for the Chinese in order to make U.S. manufacturing non-competiti…,390301 +1,RT @wef: 7 things @NASA taught us about #climate change https://t.co/Jn6nuDrZLm https://t.co/jSTRp6UPT2,178407 +1,RT @SenSanders: We have a president-elect who doesn't believe in climate change. Millions of people are going to have to say: Mr. T…,736583 +-1,@Glen4ONT @TheAgenda @spaikin What a scam this is. Fighting climate change by increasing taxes. What a joke.,855698 +2,"RT @thenation: Pentagon officials now consider climate change in every decision, from readying troops for battle to testing weapons https:/…",138157 +1,RT @ditacannon: when it's 58 degrees for the #WomensMarch but the White House deleted the climate change section of their website!!…,940391 +2,Rex Tillerson may have used an email alias to communicate with Exxon officials about the risks of climate change https://t.co/yNpSpH8J74 #…,952172 +-1,"@thehill NOTICE to states who need help with 'climate change': + +When hot, roll windows down; when cold, roll 'em up. +https://t.co/6u0mIJzzTN",140404 +-1,RT @jchr5667: BBC News concentrates on Trump & global warming with great negativity. Trump will out the GW liars & engage sensible science.,59492 +1,"RT @SilverAdie: #donaldtrumpis the sociopath pushing global warming 2 the tipping point,leading to human extinction due to ignoranc…",515657 +1,For me the most worrying aspect of the Trump presidency is him and his entire team regard climate change as a hoax. https://t.co/iau2yQHvE5,767463 +0,@a35362 In her book 'This Changes Everything' @NaomiAKlein says 'climate change means we have to change our economi… https://t.co/GVVC6KSNEI,650089 +2,RT @TheEconomist: The ocean is the planet's lifeblood. But it's being transformed by climate change https://t.co/EtpnJ6vsJh,296866 +1,RT @SeanMcElwee: NYT will hire a columnist who supports torture and denies climate change for 'intellectual diversity' but not one who supp…,686453 +-1,"@SlFrexit @Scaramucci The guy is anti gun, pro climate change, married a Jewess & trusted a reporter on his 1st day… https://t.co/jdVP7rLeq8",183295 +0,RT @Holyhannahs: @CNNPolitics greatest threat to humanity is not climate change. It's male testosterone run amock.,535688 +1,"RT @cuynchips: Heedless of YAG to not even mention climate change policy in letter, when it's of great importance to Maldives & worrying un…",505187 +1,Three years ago in Laffy it was 28 degrees. Today it's 63. But climate change doesn't exist ��‍♂️��☕️ https://t.co/17tVdKh7qU,709836 +0,Also this storm is global warming maybe probably,761606 +1,"@HugePossum I disagree that Nuclear is the answer. Accidents, weapons proliferation, and waste disposal are worse than climate change.",692670 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,585098 +1,RT @ArielleKebbel: I'm askin u to get LOUD 2day America!VOTE 4 women's rights.4diversity.4 doin what we can 2 battle climate change…,483347 +1,#social #HR #ReachWest Apple makes an eloquent plea to take climate change seriously https://t.co/WhF3tmTwUX,66595 +0,RT @jay_zimmer: Icebergs for global warming https://t.co/8ZYOZK4KfR,701907 +1,RT @phineasflapdood: @elizabethforma @Lawt64 #earthday2017 Man made global warming is real & the simple proof is here:…,907464 +1,energy manager climate change renewables & regulatory: Track gulf coast… https://t.co/604WGTCrKS #sustainability #ClimateChange #WindPower,815294 +-1,@witchingbones global warming is a myth ;),255184 +0,"RT @JohnBelchamber: Senator Malcolm Roberts shows how he comes to his baffling conclusions from climate change data... +#auspol #climate…",963489 +1,"With EUROCLIMA+, the EU will support Latin American countries in climate change adaptation and mitigation @europeaid",853358 +0,RT @michaelianblack: Kinda seems like you backed down from your views on climate change and gun control. https://t.co/XbMQsCvjeY,29991 +2,"Scott Pruitt's latest climate change denial sparks backlash from scientists, environmentalists https://t.co/sqKMbeyMfN #worldnews #news #b…",690366 +2,Australia's top bank sued over climate change risks https://t.co/i5mcT6aXW5 https://t.co/RL2EpoihrK,892008 +2,RT @business: World leaders watch as President Trump tries to rip up U.S. climate change efforts https://t.co/lE14oYeFVP https://t.co/Pigu9…,431243 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,981870 +1,"RT @paul_lander: #StepsToReverseClimateChange +La la la la. There's no climate change. La la la la. https://t.co/NuH7MjOISB",315966 +1,"RT @_AlexHirsch: Simple. I believe in climate change, a woman's right to choose, gun safety & the wealthy paying their fair share. T…",770171 +1,"RT @victimsofcomics: Scottish First Minister in the US signing climate change pacts. + +British Prime Minister in Saudi Arabia selling weapon…",642516 +1,RT @rickygervais: The Whitehouse is being filled with creationist climate change deniers. But on the plus side God will give your grandchil…,850166 +1,"Whoa. Makes sense now why they wanted names of people working on climate change, don't it? https://t.co/kLtfAfJfxD",600722 +2,RT @BusinessDesk: Mark Carney: firms must come clean on exposure to climate change risks https://t.co/qWXsROIjx4,600189 +2,RT @TIME: Al Gore says he hopes to work with Donald Trump to fight climate change https://t.co/URkT7CB1Bd,245303 +2,RT @wsbtv: Atlanta among 83 U.S. cities vowing to stick to the goals of #ParisAgreement on climate change:…,399131 +0,If his warnings has been heard as with the effect of global warming ...waste of time https://t.co/Z1kgkgaiiY,916226 +1,RT @michaelhallida4: Turns out climate change is real and Malcolm Roberts is a hoax. Who'd have guessed? ��,866113 +-1,"RT @AssaadRazzouk: Here we go again: Reckless G20 wants to ramp up global warming dangers + +#climate https://t.co/AkVoHmEWx5",773219 +1,I honestly don't get why people are so against climate change and protecting our environment. WE GET ONE PLANET EAR… https://t.co/G8gRtCGesP,233428 +0,RT @Jamesogradycam: #CLGD2016@CLGInitiative #COP22 Just handed out awards for legal essays on climate change to students from all over the…,707476 +1,"RT @AlexSteffen: How to talk to conservatives about climate change: + +Defeat their candidates. +Enact bold climate policies. +Save the world…",792554 +1,"RT @Khanoisseur: Trump's pick for Secretary of Energy is also a climate change denier. + +Well done all you liberals who protest voted… ",713750 +2,"With droughts and downpours, climate change feeds Chesapeake Bay algal b https://t.co/z9JIjAkugd",631280 +1,RT @BernieSanders: #ImVotingBecause the future of the planet is at stake. Hillary Clinton will combat climate change. Donald Trump thinks i…,345538 +1,@AlisonRosen we will destroy ourslvs b4 we destroy planet climate change is real only in way that the earths climate natural chnges ovr time,215361 +2,RT @SEIclimate: NEW: Integrating complex economic & hydrologic planning models: Analysis of under #climate change https://t.co/R2oXSr8bJB #…,13093 +2,"Trump wages battle against regulations, not climate change https://t.co/qfQ1I3pdJP",384326 +2,Alberta Tories are losing a big issue they've used to attack Notley's approach to climate change. https://t.co/VFqCYcKmuR,927997 +2,"RT @ClimateCentral: Western water crunch has the fingerprints of global warming, scientists find https://t.co/94Kq7tvGzM via…",268642 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,505681 +1,RT @Maxxadam64: Amazing footage of the man who's planning to oust Issa. He pins him on climate change denial like a CHAMP. https://t.co/yX3…,841106 +1,"‘I’m open-minded, you’re not’: Tucker Carlson melts down after Bill Nye schools him on climate change https://t.co/W72MQpH2WN",199118 +0,Blog: Did the Prophet Muhammad really call on Muslims to fight global warming? https://t.co/KwzsBjBjbu,276596 +0,"RT @wesbury: The real conservative 'answer' to climate change ought to be 'have faith in markets, don't manipulate them.'",899851 +1,"RT @nature_ny: Our 600 scientists are working around the world to address issues like climate change, clean water & resilient citi…",973385 +1,RT @blkahn: Denying climate change '​betrays future generations; it betrays essential spirit of innovation & practical problem-solving'​ #F…,125465 +1,"RT @AlexSteffen: Reporting new fossil fuel finds without mentioning their climate change impacts if developed is irresponsible, out-dated e…",107109 +2,https://t.co/JSg6hbxiWp - RSS Channel: EU move brings landmark climate change treaty closer to reality https://t.co/S3eAudgiHf,665224 +1,RT @BernieSanders: 'The concept of global warming was created by and for the Chinese in order to make U.S. manufacturing non-competiti…,86291 +0,RT @cat_beltane: it was cool when 0 of the 3 US presidential debates featured any questions whatsoever about climate change https://t.co/gK…,729167 +2,Emergency campaign launched to convince Trump climate change is real. Failure risks 'planetary disaster' https://t.co/F907QyNzfi,950674 +1,"RT @JordanUhl: #EPA Chief Pruitt claims 'tremendous debate' over whether CO2 causes global warming. + +No debate. Just misinformatio…",185933 +2,RT @TIME: Al Gore says he hopes to work with Donald Trump to fight climate change https://t.co/URkT7CB1Bd,444487 +-1,Let’s take the lead on a serious worldwide counterterror force to replace the silly global warming non-binding and said yes.,713584 +1,RT @gardcorejose: Morning existential crises: do you think we'll save our planet from climate change or will we burn to the ground?,475492 +2,"Russia investigation, climate change and business ideas: What's happened this week under Trump https://t.co/cdeFRnkYuH",135162 +1,"RT @flippable_org: SE Texas underwater, another hurricane coming, the West on fire. Every elected official who denies climate change is a d…",549180 +2,China's megacities are threatened by climate change: https://t.co/gboKJwjbMJ https://t.co/hthGSAR5UW,157696 +1,@bbrowner27 When his climate denying cabinet destroy all hope at fixing climate change there will b no world to have peace in.,109303 +2,Halloween costumes and race and climate change https://t.co/GVaBe0qa9Y,300446 +1,RT @guardianeco: The cynical and dishonest denial of climate change has to end: it's time for leadership | Gerry Hueston https://t.co/jhWxo…,936976 +1,"RT @PopnMatters: There were an exceptional number of natural disasters last year, indicating the dangers of unchecked climate change… ",484746 +2,RT @BI_contributors: Trump used outdated research in his climate change executive order — via @Slate https://t.co/B3J6Z6gM5C https://t.co/q…,913637 +0,"RT @JacquelynGill: To read most climate change articles, you'd think there aren't any women climate scientists. Climate journalists, do bet…",631918 +0,RT @LittleMsFossil: Map of UK and Ireland in 2100 with sunken cities because of climate change. Anyone know if the source is any good? http…,873449 +1,RT @CNN: No snow where there should be. Bleached anemones. Cracks in the ice. This is what climate change looks like:…,497498 +1,"RT @AChuckalovchak: indians blew the world series, our next president is going to be an idiot & global warming has it 75 degrees in novembe…",889977 +2,RT @ProfEdwardsNZ: NYC Mayor says NY will go further and faster to address climate change. https://t.co/mFU2U3Jzfh,368804 +2,Trump to purge climate change from federal government: https://t.co/5BiRsxHtta,218202 +1,The %1 know that climate change is real are engaged in an agenda to take global wealth for their personal survival https://t.co/5zCmv83Wt1,560823 +2,RT @SXMUrbanView: China to Trump: We didn't make up global warming https://t.co/lIM7tiiTLb @karenhunter Show @CousinSyl #KarenRebels https:…,947664 +1,"RT @SLSingh: Love the BBC but programme-makers rarely admit they got it wrong +'BBC defends Lord Lawson climate change interview' https://t.…",495366 +1,RT @SenSanders: Join me and Bill Nye at 10:30 a.m. ET tomorrow on Facebook Live for a conversation on climate change.…,574269 +1,RT @Greenpeace: The unnatural increase in wildfires is causing entire forests to burn down. Is climate change to blame?…,322860 +2,RT @SatPaper: How deforestation in NSW and Queensland is undoing Australia’s costly climate change efforts.…,460041 +1,TAKE ACTION: Call Scott Pruitt and tell him to protect Americans from climate change or step aside: https://t.co/eYFtr95k0a #ClimateChange,969542 +1,RT @jonniehughes: 1989: When the right (and UK) led the climate change debate. #greengoesbothways https://t.co/WCei0uJXzy via @youtube,869911 +1,Deluded deniers yapping on incessantly about pause in global warming - that never existed except in their own fanta… https://t.co/UYuhuaL32t,556191 +0,The US Center is streaming a presentation on jurisdictional approaches to climate change. Watch now@ https://t.co/uHj6IHUJMN @GCFTaskForce,757856 +2,RT @nytimes: A draft report by government scientists concludes that Americans are feeling the effects of climate change right now https://t…,506024 +1,There's really people out there in the world that don't believe in evolution and/or climate change. I just can't see how that's possible.,743242 +2,RT @sciam: Trump administration orders EPA to remove its climate change webpage https://t.co/kFCpVLTpTL https://t.co/59fWoXidyn,287618 +1,Why the media must make climate change a vital issue for President Trump - the guardian https://t.co/ySqsvclOXB,745213 +1,"@peteroferiksson when will we start discussing the technologies around climate change? TTRIF, SLGLF, FASC & XYTS",101124 +1,"The concept of “value” is shifting beyond monetary returns..towards..legacy, climate change and sustainable choice' https://t.co/zwNNgxIQ0K",788504 +1,"RT @HillarysMen: Get out the vote! This is our opportunity to address climate change, reform criminal justice, & tackle student debt…",116826 +2,RT @grist: Shell’s 1991 climate change film shows just how much it knew https://t.co/KaUznNE8qI https://t.co/JpVvH7rplY,656199 +1,RT @Aiannucci: The US elected Trump but the rest of the world didn't.So what do we do if US policies ( e.g. climate change) threaten the re…,310057 +1,RT @SenSanders: If we don't address climate change there'll be more conflict over limited resources. We must listen to scientists not fossi…,953223 +1,"@James_BG To be fair to Kim Jong Un, he's actually on board with the climate change stuff https://t.co/uMtYxw9bwG",322670 +2,"Judge orders Exxon to hand over documents related to climate change + https://t.co/QXeFYuUbS6",999236 +1,Australian coastline glows in the dark in sinister sign of climate change: Eerie scenes in Tasmania show…… https://t.co/FIH7EzSobr,11685 +1,"RT @franifio: The @HouseScience congressional committee just tweeted a Breitbart article denying climate change. Cause, money. https://t.co…",448962 +2,Adapting to climate change means adapting to Trump – here's how | Dr Aditya V Bahadur: Donald Trump’s scepticism… https://t.co/P7Vh7QhMYo,140392 +1,"RT @RobertNance287: Mr. President, I believe in climate change too. https://t.co/BjPnnZZgqz",15238 +1,"God, nothing makes me question representative democracy like the lack of action on climate change. This is fucking urgent people!!!",66868 +2,"RT @dcexaminer: Nikki Haley: 'We don't need India, and France, and China' telling US what to do on climate change…",9716 +1,RT @MattBors: Florida. Half the state's going to disappear in ten years due to global warming. They're going for the guy who says it's a Ch…,804076 +0,"@jpaudouy No more global warming, we'll have the nuclear winter.",874786 +2,"RT @BBCBreaking: UK government signs Paris Agreement, world's first comprehensive treaty on tackling climate change https://t.co/hDaFst5PFc…",75453 +-1,"@Ah_Science First of all, I look at the spiritual first and like in climate change hoax there is a clear antichrist bias so not true science",88229 +1,"As a West Coast city, it will be one of the quickest obliterated during fallout from climate change/nukes and our d… https://t.co/3Xv80nk3xK",609408 +1,"On climate change, Scott Pruitt causes an uproar - and contradicts the EPA’s own website https://t.co/itzqwiFh0A +Protect our planet..",763370 +1,"RT @DavidYankovich: Let's use the skittle test for climate change. + +If you had 100 skittles, & 97 of them would kill you, would you eat…",785159 +2,RT @recent_eu: Bill Gates and investors worth $170billion are launching a fund to fight climate change through clean energy https://t.co/I8…,721463 +1,The only pudding in the climate change debate is the one between Tony Abbott's ears #qanda,803751 +2,RT @BlackInformant: Trump set to undo Obama's action against global warming https://t.co/6HqloND536,199683 +1,maybe if DT visited Chicago today he'd start believing in global warming,4480 +-1,RT @SteveSGoddard: The global warming is particularly bad here in Colorado today. https://t.co/JlA0IjSihv,441353 +1,Denying climate change is dangerous. Join the world's future. His essay as WIRED’s guest editor:,70902 +1,RT @BernieSanders: #ImVotingBecause the future of the planet is at stake. Hillary Clinton will combat climate change. Donald Trump thinks i…,61008 +1,RT @seankent: Trump will appoint a climate change denier to head the EPA. How's that Green Party protest vote working out for ya now?,408726 +2,"RT @SteveKopack: EPA boss Pruitt says CO2 isn't primary contributor to global warming + +https://t.co/s9ShXkYBpZ https://t.co/rkboAnR1xv",881789 +1,Climate change (global warming) is not a hoax. #fb,834946 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,745239 +1,RT @SenFeinstein: The science is clear: climate change is real. The Trump admin can’t dismiss facts just because it doesn’t like them. http…,895700 +-1,RT @reveldor85: Does our Prime Minister really believe that global warming happened in 2016. Please tell him that it started 300 years ago.,469577 +-1,RT @mindthet: Libtards get so triggered by healthcare and climate change now if you'll excuse me I have to bust my door down beca…,881098 +2,Humans on the verge of causing Earth’s fastest climate change in 50m years | Dana Nuccitelli https://t.co/nksiRPPFHs,977679 +1,"Now in power, GOP pushes regressive global warming denying agenda https://t.co/o1JhtX61WN?",219765 +1,"RT @pipaolive453: Storing carbon in soils of crop, grazing & rangelands offers ag s highest potential source of climate change miuigation.",902668 +1,"RT @JonRiley7: Your Grandchildren: You didn't stop climate change because of an email server? What's a server? + +You: I don't know.… ",242669 +1,RT @robintransition: Great piece: 'Building against climate change can either support vibrant neighborhood conditions or undermine them': h…,60047 +-1,RT @PrisonPlanet: A bunch of Oxford elitists want to tax the food of poor people because 'climate change'. How about fuck off instead? http…,940787 +1,RT @CarmenObied: #BeforeTheFlood: Watch new documentary on tackling climate change. It's all up to us. @NatGeo @LeoDiCaprio…,700038 +1,RT @billmckibben: Trump's contention that Meryl Streep is 'over-rated' is right up there with the idea that climate change is a Chinese hoa…,835154 +1,@USACitizen111 @kellzkim right and our carbon footprint and global warming has nothing to do with it. Have fun staying in denial,878845 +0,Today i bought a really warm puffy jacket and i swear if global warming screws this up for me i will be pissed,42293 +-1,"LOL Oops, weather, right, I forgot, climate change is the code name we used for voter import program. Raised on cod… https://t.co/UtVSS3tfpZ",201102 +2,RT @newscientist: Trump could land fatal blow to the fight against climate change https://t.co/zPo0wntgIb https://t.co/FBIaQwPsur,115574 +1,RT @energyenviro: 100% Renewable Energy a must for limiting global warming to 1.5 degrees - https://t.co/lGZwjM18cl #RE100…,562154 +1,RT @PSI_sustainable: A concise summary of climate change in California. The plentiful rain/snow this year doesn't mean our water problem…,262313 +2,#Climatechange EPA head Scott Pruitt: CO2 is not a primary cause of global warming :: Oceans will rise regardless! https://t.co/96U9fj1Kii,65001 +1,Refining the climate science will be essential for firms' ability to adapt to global warming https://t.co/Fr55neAKRV via @LSEforBusiness,274631 +2,RT @CNN: Sanders: It's 'pathetic' that EPA chief thinks CO2 not primary contributor to climate change https://t.co/p8GlkyhlCu https://t.co/…,229394 +0,"RT @Punkhaa: Discussing global warming while sitting in air conditioned room is for kids , real men tweet about slavery during office hours.",65754 +1,For those wondering the impact of a President who believes global warming is a hoax check the graphic. Read up on i… https://t.co/FhYhs2hhYb,607783 +1,RT @1alexhemingway: BC needs a bold plan to tackle climate change & create thousands of jobs. @SethDKlein lays it out:…,146191 +-1,RT @realDonaldTrump: The concept of global warming was created by and for the Chinese in order to make U.S. manufacturing non-competitive.,686561 +2,"RT @YaleE360: Trump will scrap NASA’s world-renowned climate change research, according to his senior advisor:… ",673097 +1,"As long as there are wealthy oil companies and climate change is slow +we'll eventually be boiled frogs.",412164 +1,RT @SEIclimate: NEW brief: Transnational climate change impacts: Entry point to enhanced global cooperation on #adaptation? #UNFCCC…,213419 +1,"RT @joanwalsh: 'Contrarian' is a cuddly words @nytimes. FFS. Call him what he is: A climate change denier. Sound an alarm, FFS. https://t.c…",121197 +0,"@DavidAHoward Whoever told you he denied climate change was a threat and humans were involved, to start. Read what he actually said.",163829 +1,"future thesis: how global warming, the housing crisis, & the dissolution of labor laws led to the total breakdown of the nuclear family",136389 +2,"Trump begins tearing up Obama's years of progress on tackling climate change + +https://t.co/pdCuep2pd6",23601 +1,"@FunjabiAtheist as far as climate change, it's going to happen either way because the us military is the largest contributor",663452 +1,China rolls its eyes at Trump over his ridiculous climate change claim https://t.co/GogzxPRUpF https://t.co/juEsYTHnQf,72965 +0,RT @PRESlDENTBANNON: I am considering countering the global warming with a nuclear winter.,878365 +1,RT @nature: Immediate action to reduce global warming is needed to protect coral reefs from severe bleaching events…,356361 +1,"RT @zoeschlanger: The https://t.co/O90Lo4IhlO climate change pages—all of them—gone https://t.co/addPexiIWo +https://t.co/OFMHblVTZ7 +https:/…",67703 +1,This photographer is documenting the unparalleled beauty—and effects of climate change—in America's national parks https://t.co/aEeZgbA02h…,810893 +1,@Wilderness @ZariaForman @blkahn If only climate change deniers could really open their eyes to this.,186316 +1,RT @AltNatParkSer: Joshua trees are predicted to have their range reduced & shifted by climate change. The fear is they will be lost i…,269159 +-1,@washingtonpost Man made climate change-one of the biggest lies perpetrated on the world.Easy fix-stop deforestation but no money in that,523624 +1,Antarctica is going to turn into water bc of global warming. The poor penguins and polar bears and other creatures that live there ��,645027 +1,@WorldfNature this will harm the entire planet. We all must participate to ameliorate climate change . #earthtotrump #malcolmturnbull,164468 +1,RT @NLatUN: Experts from all over gather in #NL 2 take action on link climate change & conflict. This year FM #Koenders hosted…,677573 +1,RT @NYCMayorsOffice: NYC is ready to lead on climate change. https://t.co/F3zHYHVBFR,51547 +0,@jpodhoretz And then they're going to be killed a second time by climate change!,854868 +2,RT @Independent: One of the most famous global warming scientists says climate change is becoming more extreme https://t.co/pgan5jECvs,893276 +1,@YadiMoIina gag orders? Sure. He's definitely green and doesn't think climate change was a hoax made by CHINA.,441956 +0,@absch9 did you have class yesterday around 1:30?? cause i think i saw you but i didn't say hey because of global warming,193874 +1,"i really hate Donald J. Trump and his cabal of climate change deniers, Luddites, homophones, racists, anti-choice... https://t.co/2hqkQh9S1F",429407 +1,"RT @bobvulfov: you (blinded by a moral code): we must stop global warming +me (smart, hungry for death): the faster the planet burns up the…",36801 +1,RT @ajplus: Which candidate is going to take climate change seriously?ðŸŒ https://t.co/jDL1NTenQ5,242613 +0,RT @The_Dylan_Lane: Wes Rucker's opinion on climate change is exactly why I opened this app tonight.,133163 +1,"RT @RichardDawkins: Harvey’s severity exacerbated by man-made climate change (“Chinese hoax”) +https://t.co/KNImviTWtg +The National Day of P…",908000 +1,RT @AndyBrown1_: Surely not.... Government 'tried to bury' its own alarming report on climate change #AlternativeTruth https://t.co/JFGkVg…,395934 +1,#ClimateServices have the potential to contribute substantially to climate change mitigation and adaptation ➡️… https://t.co/vdtnuxgvuZ,894030 +1,RT @Earthjustice: There’s very little doubt among climate scientists that human activity is accelerating climate change. https://t.co/dCvuW…,432753 +-1,RT @tan123: Brainwashed kid (10): 'The world is just going to become bleak and boring if we don’t stop (climate change)' https://t.co/PG84L…,948516 +0,RT @GlblCtzn: Here’s what you need to know about Leonardo DiCaprio’s climate change film. https://t.co/iqsmOmRlTk,148974 +2,RT @motherboard: This NASA simulation highlights why climate change research is essential https://t.co/iM8klBu7Mb https://t.co/cETIoUROJA,978375 +0,"whiteboi in my climate change class, for which an ipcc report was required reading: what's the ipcc?",195560 +0,RT @IISuperwomanII: My parents clearly know EVERYTHING about global warming �� Tag a friend who uses �� emoji so they know what’s up.…,984212 +-1,"If lefties are so worried about climate change & methane gas, they should clean up the fish shit in our oceans! ��",641966 +0,"RT @KetanJ0: 'Actually, climate change will benefit people in cold places' https://t.co/pHnRSl6ZqX",327676 +0,@mikemchargue @901Theology Check out @nplhpodcast as well! Gettin to the ❤️ of climate change,956093 +2,China tells Trump that climate change isn't a hoax it invented https://t.co/0dWFl5ooaJ,242196 +2,RT @theintercept: The order kills guidance requiring climate change be considered in environmental reviews for infrastructure projects http…,537897 +1,@TulsiGabbard @Medium mention climate change? Wars will only increase when people lose water and food due to changing weather patterns,199664 +1,@dbseymour @actparty quantifying that value will involve at minimum a discussion of NZs energy and climate change strategies.,344939 +1,RT @cnni: Donald Trump has called climate change 'a hoax.' Here's what could happen if he rolls back anti-pollution measures https://t.co/Q…,574109 +2,RT @BeautifulMaps: Beliefs about global warming vary by country https://t.co/Jeozzu3vBt @SNStudents https://t.co/aT74yaNSLp,459676 +2,Grounded: climate change may make it impossible for planes to physically take off https://t.co/7JiMhrcRJF https://t.co/YAY1Fuui94,286117 +0,RT @Metasota: global warming was gorgeous this weekend.,577623 +1,"RT @BevHillsAntifa: Wrapping up our #ParisAgreement protest. +Fascists need to learn to respect the environment & climate change. https://t.…",916842 +1,"RT @b33mh: First day of November, but it feels more like June. And then we have all these people dismissing the subject of climate change. 👀",429035 +-1,@ClimateReality Sorry. I don't believe in climate change. I think it's a big sham to get more tax dollars that should be going elsewhere.,890959 +2,Conservatives elected Trump; now they own climate change - The Guardian https://t.co/2cLbxaUBNQ,518005 +1,The world's best effort to curb global warming probably won't prevent catastrophe https://t.co/5gfWcW9Nc7 https://t.co/8Xgel37cli,29417 +0,"RT @jvplive: Some manmade disasters have nothing to do with climate change. In Gaza, life-threatening lack of drinkable water is…",833055 +1,"RT @mehdirhasan: '40% of the US does not see [climate change] as a problem, since Christ is returning in a few decades' - Chomsky https://…",527937 +1,"RT @davidsirota: New data suggests climate change catastrophe: https://t.co/CJsnHGKyjm + +Yet the main story of the day is Trump fighting wit…",521204 +1,RT @wsyx6: #ObamaFarewell: Take the challenge of climate change. We've halved our dependence on foreign oil and doubled our so…,197860 +2,World leaders lobby Trump on climate change at G7 https://t.co/v7SUVQxj98,45249 +1,RT @changjaeftw: this can end global warming https://t.co/reJTCU43DO,955739 +1,@Nokomaq this is happening all over world!Have to blame global warming! I don't think El Niño or La Niña have anyth… https://t.co/SxajoH5M3o,410349 +1,"RT @RepPaulTonko: The number of scientists that dispute the fact that human activity is driving climate change: 1 in 17,352 + +That's 0.00005…",643403 +1,"RT @AlexCKaufman: Utilities knew about climate change as far back as 1968 and still battled science. + +New from me:…",493936 +2,"RT @NatGeoChannel: Lawsuit against the U.S. Gov on climate change won right to a trial, but Trump wants an appeals court to cancel it. +http…",629221 +1,And share subsidized tech to reduce rapidity of climate change with less equipped nations. https://t.co/SZQaHJ9tZp,409258 +1,Warm waters due to climate change are causing these hurricanes. You praise the fact that you're 'with' the people a… https://t.co/hwP78OohY3,125101 +1,"RT @littoralsociety: The problem with global warming—and the reason it continues to resist illustration, even as the streets flood and... h…",242024 +1,"RT @DaddyJew: Son: daddy, I can't sleep + +Me: is it the rapid decaying of our society as a whole or the volatile nature of climate change ke…",261744 +1,RT @altusda: Here are 9 things we can do about climate change while our government is in a sad state of denial: https://t.co/rVXYNRgkXE #sc…,304393 +1,RT @womensmarch: 195/198 nations are on the right side of climate change reform today. The US will join Syria and Nicaragua in turni…,644645 +1,"RT @kurteichenwald: Options for climate change deniers: +1. There is a global conspiracy. +2. U know more than climatologists. +3. Climatologi…",950980 +1,RT @MikeBloomberg: Cities are key to accelerating progress on climate change – despite any roadblocks we may face. https://t.co/hPQF6MJQ1A…,802268 +2,RT @CBSNews: Bernie Sanders: 'What astounds me is that we now have a president-elect who does not believe climate change is real…,671558 +1,@jk_rowling I just love you. @realDonaldTrump climate change IS real & my WV coal miner papa would think you're a m… https://t.co/qpyWY29eZ9,425696 +0,RT @JohnLeguizamo: Where is your degree in science u r blowning methane out of your mouth creating more global warming! The Arctic is…,650059 +2,RT @SPACEdotcom: Parts of the Arctic Ocean are becoming more like the Atlantic thanks to climate change https://t.co/M96RguXF4l https://t.c…,403320 +1,"RT @SrujanaDeva: Vote for leaders who will fight climate change by ending fossil fuel subsidies, investing in renewables. #ParisAgreement #…",927643 +1,RT @natughlie: When u ask him what the leading cause of climate change is and he says 'animal agriculture' https://t.co/Tv1LDq0LQg,47845 +2,RT @FT: China and the EU have forged an alliance to combat climate change to counter any US retreat from the Paris accord…,903221 +1,RT @aldairmaruz: global warming is really happening,353514 +2,#Europe: Paris climate change agreement comes into effect https://t.co/EI4vqxdxBr,394434 +2,"RT @Oceanwire: Some kelp forests show surprising resistance to #climate change, but troubling https://t.co/idwIGCmuPo MT @Oceana https://t.…",717387 +2,RT @guardianeco: Naomi Klein attacks free-market philosophy in Q&A climate change debate – video https://t.co/KhCnnUQHfy,374101 +2,@ScottAdamsSays Record-breaking climate change pushes world into ‘uncharted territory’ https://t.co/BS72SLCRbo,514246 +2,"Devastating global warming is inevitable due to inaction of international community, says leading economist https://t.co/zOj03RbGxo",107466 +-1,"RT @SenatorMRoberts: Yes. A 300,000 paper on the flaws of climate change scams. I have a website with all of my research. https://t.co/y8NV…",982286 +-1,"Al Gore wants $15 trillion dollars (yes, TRILLION) to fight imaginary climate change: (Natural News) Some things…… https://t.co/KNDvmNOK2W",226475 +1,‘A cat in hell’s chance’ – why we’re losing the battle to keep global warming below 2C https://t.co/Fv52TjCHlF,426131 +-1,RT @JohnColemanMRWX: A bombshell about the bad CO2 science about climate change. Dr John Bates retires from NOAA and spills the beans.…,111738 +1,RT @BV: The places we could leave first because of climate change https://t.co/R2i6pvqtg1 https://t.co/r5OhwAflWy,297448 +1,"RT @pepcanadell: At #COP22? Attend 'Global Carbon Budget 2016 and its implications for meeting global warming targets' +14 Nov 16:45…",902141 +1,RT @brhodes: GOP denied climate change before during and after the Obama presidency. It's just not credible to let them justify…,548501 +-1,"RT @spark_show: Christ. +This is why we will be wiped out in the future. Not climate change. This. +#PussyGeneration https://t.co/zpfzBNmtQt",408489 +0,"Lilly Allen says Britain is hated because of Hitler, global warming and HIV. https://t.co/ACrYwBARdm",639635 +2,RT @CNN: Michael Bloomberg on the Paris climate change deal: 'To walk away from this is just not smart' https://t.co/egB0KcBszg,402399 +1,"factory farming is the leading cause of climate change so if you care about climate change and realize it's a real issue, why support it?",664903 +0,"#KYCATalks Terry talks about immigration, global warming and other topics. https://t.co/c2xdy9zhIz",833781 +1,"RT @paulkrugman: As the probability of civilization-ending climate change rises, a special shout-out to all those who helped make it possib…",377769 +2,Rex Tillerson 'used email alias' at Exxon to talk climate change https://t.co/xY9CP8EOXk https://t.co/gbqxEPIjVo,307367 +2,RT @WSJ: California Governor Jerry Brown challenges Trump on climate change https://t.co/rWBTdfUVmr https://t.co/Zkw4AxK6Mk,680465 +1,RT @zacheryross: Donald is building sea walls to protect his coastside properties from sea level rise resulting from a climate change he do…,425476 +1,"RT @KalvinMacleod: PHILOSOPHY MAJOR: humanity is at risk +STEM MAJOR: because global warming is affecting sea levels +ENGLISH MAJOR: is it af…",543360 +1,"RT @RepYvetteClarke: Global climate change threatens every community in America, every nation in the world. We need to take it seriously. h…",620199 +1,RT @Prof_McGrath: @realDonaldTrump @Physics4Climate Professional physicists urge action on climate change: https://t.co/nde5U6dk6m,554643 +0,@Fatiskira not the issue of climate change,486777 +2,RT @latimes: Gov. Jerry Brown calls for a 'countermovement' against Trump's 'colossal mistake' on climate change https://t.co/KwBl6BbX4g,216979 +1,CDC’s canceled climate change conference is back on — thanks to Al Gore - The Washington Post Thank You Al Gore ❤🌎 https://t.co/tRbAhvic7m,170751 +0,"RT @ilyEmbergRosen: New administration climate change policies include subsidies for umbrella factories, water wings on demand, and develop…",484790 +0,RT @LynnJepson1: What happened to they all drove cars and caused global warming? https://t.co/429A89FXoe,777660 +2,Green teens seek testimony from Rex Tillerson on climate change | Newslaundry https://t.co/L7gQMskRkI https://t.co/i6C5CXXrcO,455565 +2,RT @Newsweek: Rex Tillerson used an alias to discuss climate change at Exxon https://t.co/rqFnNcS1AO https://t.co/I3W7ur8QSE,718597 +1,RT @Jackthelad1947: We need more climate change warriors like Naomi Klein #auspol https://t.co/AwdQoDazNY https://t.co/2k0xc5HDlx,695685 +-1,"@infowars We already know there is not global warming, but solar system warming; and the cause is Planet X. Bunkers… https://t.co/vs9NX3wiUv",448514 +1,"Acknowledging the growing impact of climate change on the nation, https://t.co/yKg5pmpiNU",829610 +0,"@DMReporter remember, immigrants raise global warming!",756368 +1,You’re doing a disservice by having one climate change skeptic and not 97 or 98 scientists or engineers... https://t.co/EGuF4ehqsX,602909 +2,RT @CarolineLucas: Government 'tried to bury' its own frightening report on climate change https://t.co/aibjOSSCyW,922171 +1,@jenns29 And it's been 50 here in Michigan....but climate change is fake news! https://t.co/G0jD8Wl0si,473811 +-1,RT @TeamTrump: .@realDonaldTrump will cut taxes & cancel billions in global warming payments to the UN so we can use that money to…,300928 +2,"Marshall Islands, threatened by sea level rise, invite #Tillerson for visit to witness #climate change impacts https://t.co/1sYBQuBk4D",257245 +0,Do you know that how #climate change can effect your surroundings ? https://t.co/aO88Rhve6S,320618 +1,RT @iansomerhalder: Speaking of climate change-TONIGHT Is another killer episode of @YEARSofLIVING ! 10/9c on @NatGeoChannel https://t.co/T…,898944 +0,"RT @DerorCurrency: Yeah, Leo DiCaprio travels the world to tackle climate change *on emissions-spewing private jets and superyachts*. https…",527852 +1,RT @frankieboyle: Let's look on the bright side. Maybe climate change will kill off humanity before a Global Fascist government can start t…,495667 +1,Go on about how global warming is bullshite... #clowncar https://t.co/G7ZbrgQsV5,801844 +0,"Uhhhhhh oh, now they are teaching us about global warming...is this National Geographic or CNN? I am so confused b… https://t.co/T88FSwWuJJ",420372 +1,"RT @Wikipedia: 2016 was the hottest year on record, as shown in this NASA video. Read more about global warming:…",375928 +1,What the hell is wrong with u Trumpers ? Ozone pressing heavily ? Lack of oxygen due to Chinese global warming ?,927094 +1,RT @009barca: @MadMasterr Yes global warming has its worst affects on South Asia.....ye desert hai https://t.co/xgT7S3MVaf,800405 +1,@CoryBooker You can't say give Trump a chance when he's chosen a climate change denier to head the EPA,540999 +2,RT @EcoInternet3: Prince Charles writes book on #climate change 2 hours ago: Newshub https://t.co/tsy4nL5LJk #environment More: https://t.c…,996486 +2,RT @Vicky4Trump: Pruitt: Undoing climate change agenda means opportunity https://t.co/Q1LRoqpDEY,502315 +-1,Shitlibs & their $masters losing their shit over EPA pick bc he will expose the 'climate change' taxpayer scam & redirect funds efficiently,865349 +1,RT @WMBtweets: We're united in the fight against climate change! Add your voice to @ConservationOrg's Thunderclap…,32028 +1,RT @lifelearner47: Perspective | How farmers convinced scientists to take climate change seriously https://t.co/ZVhikXjT5p,640061 +1,Only one of the things that will kill people as a result of human made global warming. https://t.co/QCdChb0FXS,735102 +0,"RT @johnprescott: Will Trump build a wall around US to protect it from climate change? A strong PM would stop him. We don't have one. +Yet.…",943691 +-1,RT @hrkbenowen: Bill Nye whines at CNN for having actual SCIENTIST on who doesn’t support climate change doctrine https://t.co/T18ye2dxfg,27214 +1,We are supposed to be a worldwide leader and role model when it comes to stopping climate change....so much for that.,639959 +1,"RT @AssaadRazzouk: In the new new world, China lectures the United States about climate change and the importance of cooperation betwe…",520954 +1,@brianklaas @jongarysteele @realDonaldTrump so completely clueless about global warming it's embarrassing!!!,258793 +1,"RT @altUSEPA: EPA stops collecting important climate change data. +No data = no science. +https://t.co/QOY3c5X0l6",466342 +0,So... if February was a sign of global warming with a cold west coast and a warm east coast... does March normal-ness mean we fixed it?,220552 +1,"RT @Earthjustice: Reason #506 why we march: #PollutingPruitt says CO2 isn't a major contributor to climate change. + +Join us:…",111437 +2,"RT @alfonslopeztena: Tasmania's coastline glows in the dark as plankton turn blue in self-defence—a sign of climate change +https://t.co/2i8…",873426 +1,We can't afford to ensure every student has the power of the functionality of climate change is dangerous. Join Team today:,39031 +0,@TarCiryatan It's global warming!,593271 +2,RT @thehill: EPA chief says CO2 is not a 'primary contributor' to climate change despite scientific consensus:…,711919 +1,RT @Chuckmeg: @Susanhdon @CitizensFedUp @funder The pope asked trump to support climate change but he said no is that Christian to you?,677967 +1,"RT @SenSanders: We cannot afford to by led people who, despite all of the scientific evidence, believe that climate change is a hoax.",930575 +2,RT @Independent: China accuses Trump of 'selfishness' over climate change https://t.co/i3htHeIKH9,174131 +1,"How can FL vote for someone who believes climate change is a hoax? Sea level rises 1ft, how much of the state disappears! #ElectionNight",626106 +1,"RT @Lee_in_Iowa: 'Gay & transgndr rights, & action on climate change...are now largely mainstream, esp in cities...home to...educate…",559281 +0,RT @bpsclub: this is why global warming exists https://t.co/vNiEj2nJVO,794022 +1,RT @ActOnClimateVic: Many were keen to see what #VicBudget invests in climate change prevention + resilience to impacts. #SpringSt https://…,269522 +1,RT @johniadarola: Adding $54b for more bombs while slashing the minimal amount we spend to combat climate change is one sign of a species c…,161164 +1,"RT @ClimateReality: Tabloid attacks climate change, science, and @NOAA with outrageous claims. We must #StandUpForScience and facts… ",382772 +2,Trump to undo Obama actions on climate change https://t.co/Rk0r6Yioyr Credit to The FT,502189 +1,RT @ParanoiaPics: This photo by Kerstin Langenberger shows how polar bears are being affected by climate change. https://t.co/VDpLu5ggOH,990131 +2,"With climate change, the already vulnerable lemurs of Madagascar will see their ranges shrink—or disappear. https://t.co/6QzHcK4pWM #Clima…",127390 +2,RT @AliceLFord: EPA head Scott Pruitt denies that carbon dioxide causes global warming https://t.co/fXclV7OmFA,244958 +0,RT @realDonaldTrump: Where the hell is global warming when you need it?,228082 +-1,RT @peacelovedixie: @CraigRBrittain @balkan_princeza Can we please stop calling it 'climate change research' and call it what it is: social…,17312 +0,Harry is trying to come up with a chorus about the dangers of global warming every single day,354327 +1,RT @ClimateCentral: Newsflash: climate change doesn't care who got elected https://t.co/qYgJobklVw https://t.co/xYeLxIMMmZ,804502 +1,"Letter: New Year, same fight against climate change However the New Year brings reasons for optimism. A new public… https://t.co/EPZV5X6j5m",815966 +0,RT @kizzabesigye1: FRIGHTENING: Heavy snow in Central Kenya today- first ever! Wonder whether it's just climate change! @UNEP…,495511 +1,RT @UKCIP: Interesting post: adapting to climate change through managed retreat explores how & when it works @CarbonBrief | https://t.co/A…,900419 +1,You can impact climate change. NZEC is driving zero energy buildings. Just do it #GivingTuesday https://t.co/QFH2skyZHZ,396030 +2,RT @JohnRMoffitt: Tillerson's State Department is distancing itself from domestic and international action on climate change (a waste of yo…,326616 +1,"RT @politico: As the effects of climate change play out, the risks posed by storms like Katrina and Harvey only stand to get wors…",515197 +0,UK government accused of covering up results of climate change report #fakenews https://t.co/G4BOcoq6kB,355929 +1,FastCompany: Replacing farms with fish farms: The odd solution to both hunger and climate change https://t.co/e50CZHAjhg …,708422 +0,RT @swbhfx: @MrEdTrain Wonder how many were just whining about climate change...,831103 +2,RT @Arizonadog1: Congress: Obama admin fired top scientist to advance climate change plans | https://t.co/xAUBaLBXCT @DiCaprio,234764 +2,"RT @ABC: Arnold Schwarzenegger, Emmanuel Macron shoot video selfie about their climate change talks https://t.co/874Wo2o4K9 https://t.co/nz…",352771 +1,Follow @AltNatParkService @RogueNASA for actual science and climate change facts.,467793 +0,Hybrids: the strange animals that have created climate change https://t.co/QLLWGUlfWD,963884 +1,"RT @GOVERNING: Harris County, the home of Houston, is projected to lose 6% of its GDP to climate change this century…",609439 +-1,@lindamama02 @Celinabean723 @ateacher97 @Dena Obama is a weak man who did NOTHING except speak of climate change while the world is burning.,100447 +-1,"RT @NewtTrump: The Trump administration just disbanded a useless federal advisory committee on 'climate change' + +Drain the Swamp! https://t…",186714 +1,RT @CNN: No snow where there should be. Bleached anemones. Cracks in the ice. This is what climate change looks like:…,258256 +-1,RT @darreljorstad: Funny as hell! Canada demands 'gender rights' and 'climate change' in a trade deal while Soviet dairy boards untouc…,735940 +0,"@robinince as a believer in climate change, what do u think of the election of Trump and his appointment of climate sceptics into govt?",529787 +1,"RT @Salon: When China calls out Donald Trump on climate change, you know it’s bad https://t.co/hKNbvYxx8M",564987 +1,RT @PopSci: These photos force you to look the victims of climate change in the eye https://t.co/dssIlCe2jO https://t.co/kDKY52vIey,243583 +0,"Senyummu bagaikan global warming,yang mampu mencairkan isi hatiku.",874580 +1,@BarryJWoods @ClimateOutreach that's a potential solution to climate change. it doesn't do anything to resolve glob… https://t.co/EMyKeZ4OY3,79170 +1,He has literally failed at everything he has done since he retired. Now he thinks he knows more about global warming than Bill Nye? LOL.,608790 +0,RT @zepadeedoodah: The Cubs win the World Series and Trump's elected President. If it wasn't for climate change Hell would be frozen over.,910494 +1,"Plus world is now flat. There is no climate change. No poor people. No sick people. + +Just he and his posse of rubl… https://t.co/VA0iYTJ6qT",51303 +0,Than turning everyone against those who don't understand. If you were greeted the way people who don't believe in climate change are (4),705578 +1,The perfect gift for someone who might be extraordinarily affected by global warming... https://t.co/s85BWBR1bN,733276 +1,RT @interfaithpower: Get your #FaithClimateActionWeek kits! Join more than 1200 faith communities spread the word about climate change…,860876 +0,Covfefe with Scott Adams - climate change and whatnot \ 2017.06.01 https://t.co/tP4YsLBsd8,586773 +0,RT @FN_TechCouncil: Warm Regards Podcast: direct thoughts from the people who know things about climate change https://t.co/NmKvFdQN1R #cl…,734431 +2,RT @TIME: President Trump prepares to withdraw from groundbreaking climate change agreement https://t.co/LUIgTPg39T,460177 +1,"@realDonaldTrump funnily enough climate change isn't a hoax and won't only target blacks, Mexicans, Muslims, gays&women.White men also m8💚",58360 +2,RT @CNN: Ivanka Trump is meeting with Al Gore today at Trump Tower to discuss climate change https://t.co/fSOVwsoXSe https://t.co/EV6MiR3CB1,523270 +-1,"RT @Stevenwhirsch99: Thankfully, America has a President that recognizes Radical Islamic Terrorism is a bigger threat than climate change.…",922713 +1,RT @jonathanchait: Minor election footnote: Electing Trump would also doom planet to catastrophic global warming…,759303 +2,RT @scifeeds: What effect could climate change have on human aggression? https://t.co/pU5yTS2eAt,993824 +0,RT @sofiefieri: i think she just ended global warming https://t.co/jR1uk3Gmcy,228279 +-1,"Without global warming no need for global taxes to fight it. +No taxes no World wide gov! + +https://t.co/hlKFLeHwWF... https://t.co/l2eqbkZKmO",126499 +1,RT @mashable: Trump falsely claims that nobody knows if global warming is real https://t.co/uszV0jlRUu https://t.co/PvmYh984Id,667336 +2,RT @NYtitanic1999: Exxon to Trump: Don't ditch Paris climate change deal https://t.co/c3b2DUE139 via @CNNMoney https://t.co/gawqTeIrqg,890319 +0,RT @NawRob: Obama thinks global warming isn't real? https://t.co/FmyWVOo8Tx,879012 +1,As a whole nation! We must win this war of climate change. I believe we can change global warming and turn America and one day others clean.,683807 +2,How ancient Indus Civilisation coped with climate change... https://t.co/YLNIxTiDDg,83053 +1,In the future (if there is one) climate change deniers will be looked at the same way holocaust deniers are today.,700590 +1,"RT @TimKennedyMMA: I believe in #science: +There are 2 genders (XY or XX), life begins at conception, climate change is real, habitat conser…",609608 +1,"There are other problems contributing to floods as well like deforestation, destruction of chure, more urbanization plus climate change",681123 +-1,"Gosh, It's cold in the morning and hot in the afternoon in a desert...must be climate change.",869303 +2,RT @hrw: Daily Brief: HIV soars in Philippines; LGBT students in US; Sudan climate change; violence against women in UK; mor…,431298 +1,Time for Christmas music...but global warming won't let me get in the mood,998998 +2,RT @APWestRegion: US polar bear recovery plan won't directly tackle climate change and notes what that could mean for their survival…,558404 +1,RT @ZigZagAllah_: Oh. The nature Republicans are destroying because they don't believe in basic facts like climate change and global…,683261 +1,"RT @NatGeoChannel: Watch #BeforeTheFlood right here, as @LeoDiCaprio travels the world to tackle climate change https://t.co/LkDehj3tNn htt…",711910 +-1,Pres Trump why don't you tell the war mongol to stop with global warming is and worry about pissing of the Russians remind they have nukes,232393 +2,RT @CNN: Here's how climate change is affecting farmers in the corn belt -- and what it means for your wallet https://t.co/NXc2wSa5f5,365212 +2,Greener cities are largest factor in preventing global warming https://t.co/aCiuDtfzi8,127382 +1,RT @supermorgy: Why would a President withdrew from a climate change deal?! #ParisAgreement,174034 +1,Shell made a film about climate change in 1991 (then neglected to heed its own… https://t.co/o5yk4uKiHa #ClimateChange #GlobalWarming,927477 +1,RT @Dreaa_Gunn: It's 82 degrees outside in December and some of y'all still don't believe in global warming 😅,916798 +1,"RT @teamdicicco: Modern agriculture cultivates climate change – we must nurture biodiversity +https://t.co/bkqZyLmSH6 https://t.co/H3FgfOIEBd",208359 +0,RT @skrongmeat_: y'all trippin about climate change like we didn't already know that we all die you either kill yourself or get killed,76150 +1,"RT @RedTRaccoon: As 1,000s march to fight for our environment and to combat climate change please watch Carl Sagan's Pale Blue Dot s…",450195 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,713245 +1,@realDonaldTrump one thing I would like to ask is please be mindful of our ecosystem global warming is a very real thing please,829942 +0,"RT @granlund_aarne: When climate change sounds like Black Metal: + +Permafrost Anthrax +Methane Surge +WAIS Disintegration +Thunderstorm Asthma…",44142 +2,"RT @maggieNYT: 'Clean air is vitally important,' Trump says about climate change. Says he is keeping 'an open mind.'",207889 +2,RT @CNNPolitics: The EPA chief says carbon dioxide is not the 'primary contributor' to climate change https://t.co/YJBPE3Sgcb https://t.co/…,29254 +1,RT @SethMacFarlane: HRC proposes installing half a billion solar panels by the end of her first term. Trump thinks climate change is a hoax…,475425 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,362627 +0,RT @Blowjobshire: stop acting like larries caused global warming it's literally just a ship that exists in every fandom and can be ignored,819690 +-1,RT @npnikk: Obama debunks global warming hoax - that is THREAT from SPACE he afraids .. STUNNNING ... https://t.co/SKQB22fTbw,185698 +0,"@leducviolet Personally I think it's good that we're going back to about the 1840s as a polity, but with nukes and climate change",640579 +-1,"RT @MattWakhu: RT “@realDonaldTrump It's freezing outside, where the hell is 'global warming'??” https://t.co/4oYYIwZcbN",61997 +0,Climate change juga istilah lain global warming yaitu suhu bumi yang meningkat akibat penggunaan bahan bakar fosil. @recalltheGREEN,153579 +2,RT @nytimes: President Trump’s proposed EPA cuts go far beyond climate change https://t.co/RJHgPhFA1f,765410 +1,"RT @willdarbyshire: Also, while i'm here. Saying climate change isn't real, isn't an opinion. You're just a fucking idiot.",972958 +1,@SenCoryGardner @COSSADC WTF? You don't even believe in climate change? You really are ridiculous.,382813 +2,"India, China already showing strong leadership to combat climate change: UN Environment ... https://t.co/xBVfnDXZoP https://t.co/6e4TbVcRC9",482501 +1,Exon knew about climate change. Promoted bad science defrauding investors #fraud #lies https://t.co/7ByA46maYO… https://t.co/jPBahmCTNG,578607 +1,"RT @blackvoices: POTUS: 'Without bolder action, our children won't have time to debate the existence of climate change.' #ObamaFarewell",220540 +1,The Weather Channel schooling @BreitbartNews on climate change. Next time consult a scientist B4 spreading lies https://t.co/GFb6EZGs7W…,434191 +1,RT @StrongerStabler: Tory agitator/climate change denier Nigel Lawson has big connections to fossil fuel companies - spouting dangerous…,996392 +1,RT @LorenRaeDeJ: No. Adm Mullen has been saying climate change threat since Bush admin. DOD has prioritized for decades. https://t.co/7sqI1…,594043 +-1,good morning everyone except not those annoying orange climate change ppl,101252 +1,All of the hard work done to protect clean air and water plus combatting climate change is down the drain. 'Merica!,827670 +2,China delegate hits back at Trump's climate change hoax claims: Beijing has turned the… https://t.co/5hemPhgrWo,509540 +1,if you're worried about climate change research being censored (and you should be!) why not mention the EPA media blackout & grant freeze?,142891 +2,RT @thehill: Rahm Emanuel posts climate change webpage deleted by Trump administration https://t.co/PbB2WqOS3a https://t.co/a8bZp3UAUS,717332 +0,RT @jay_zimmer: Icebergs for global warming https://t.co/8ZYOZK4KfR,414542 +1,@talha_s97 And dummy Donald #Trump keeps on saying that climate change is a hoax?,638107 +-1,RT @ClimateDepot: ALERT: A Joyful Day in DC! White House declares 'global warming' funding is ‘a waste of your money’ https://t.co/ENdEOhEM…,574051 +-1,"@SincDavidson everything is global warming, even snow. Even global cooling would be global warming. Silly Sinc.",684603 +1,"RT @ALCassady: I'll remember the media and debate moderators ignoring climate change, the greatest challenge of our time. https://t.co/u45f…",220097 +0,RT @thatsrabid: When youre enjoying the warm weather but you lowkey know its because of global warming https://t.co/wyOtOvWbtO,319991 +1,"RT @SvVeldhoven: If simply denying global warming would help, the problem should already have been solved by now. #paris https://t.co/3bO6…",396943 +1,"RT @ahlahni: when you remember that climate change exists, that the majority of people still aren't vegan and that the bees are… ",631731 +1,RT @andresgalvezm: This animated map shows why animals can’t survive climate change without our help https://t.co/NAv5E9cgFK,579928 +1,"If you are serious about climate change @JustinTrudeau +You know how much more lethal methane is compared to CO2… https://t.co/EmqjLs8al9",545463 +-1,RT @blkahn: Aaaaaand @GreenPartyUS deleted their global warming rain tweet but in case you missed the stupid https://t.co/38dKZftu4n,672202 +1,RT @JonRiley7: Trump is abandoning global leadership on climate change but the US isn't: governors like Jerry Brown are stepping u…,728416 +1,The gathering storm of our generation: a chaotic maelstrom of populism and climate change bearing down on a world paralysed by post-truth,821972 +1,"If you think climate change is a figment of your imagination watch this +https://t.co/pTcbJTc7gq",286972 +0,"Since the downturn ends, 17 banks industry has unhapped for payments due to an ongoing climate change bill.",552640 +0,RT @lextremely: maybe trump doesnt believe in climate change bc the government is secretly in control of the weather and he's just flippin…,45537 +1,"@WickChris yeah, you're right - nearly as bad as being a climate change denier ;-)",886032 +1,"@BillMoyersHQ A naive historian's POV. In reality, all politicians understand global warming, but the represent the rich & deny it for money",892136 +1,@RepScottPerry you are an enemy to this planet and a lack of the coal and oil industry that denies global warming is a fact not a theory.,531137 +1,"@Taxpayers1234 @cherokee_autumn @wdmichael3 Nope, we have evidence of man made climate change - not evidence of a demigod walking the earth",273310 +2,#Google climateprogress: Can we act on climate change without acknowledging it? https://t.co/jlkktMoTqb,473861 +2,Japan is obsessed with climate change. Young people don’t get it. https://t.co/RFeephpawX https://t.co/VVielFVEzB,571996 +1,RT @JessicaHuseman: SCOOP: Trump expected to nom Sam Clovis -a climate change 'skeptic' w no science background- as USDA's top scientist ht…,339625 +1,"RT @ElaineYoung94: @Micksparklfc @MissSadieV Not half.... we've the Christian Taliban in charge , that deny climate change, evolution…",868216 +1,RT @SenSanders: We have a president-elect who doesn't believe in climate change. Millions of people are going to have to say: Mr. T…,279464 +2,"RT @NewYorker: The tragic death of Mark Baumer, who was killed while walking across the country to build climate change awareness:… ",565101 +-1,"The kids suing the government over climate change are our best hope now' @Slate +For years I've said... w/ kids like these, we have no hope.",432414 +2,UK slashes number of Foreign Office climate change staff https://t.co/PVdlsagbfl,16279 +1,"@Acosta @Sophiemcneill maybe we can fill it with climate change deniers, what? we'd have to freeze them first?!... well... ok...",961936 +0,RT @VINEXPO: Conference 'Fire and rain: climate change and the wine industry' at Forum with @WineSpectator. #VinexpoBDX https://t.co/dCjIor…,825465 +1,RT @TeamOssoff: 'Neither of us are scientists. That’s why we have scientists. And 97% of scientists agree that climate change is a…,664766 +0,"RT @prageru: The best way for @LeoDicaprio to fight climate change would be to stay home and stop talking. + +https://t.co/E6XLlusIGx",330995 +0,@GraysonDolan it will eventually bc global warming-,189990 +1,If my tulips don't know when to bloom cause climate change has them confused & they end up dying I WILL BLAME DONALD TRUMP,790813 +1,"RT @SierraClub: Trump won't save us from climate change, but maybe surfers will https://t.co/KoxDDTZ7EK (via @HuffPostGreen)",166401 +1,"RT @billmckibben: Trump is making biggest bet any leader has ever made: physics isn't real, and climate change can be safely ignored https:…",362221 +0,"The next person I see post a sarcastic 'this snow sucks' pic from Cabo or Florida, I'll tell Leo DiCaprio you dont believe in climate change",343798 +-1,RT @Stevenwhirsch99: Obama can take a 747 plane to rally for Hillary and then ask us (tax-payers) to support 'climate change'. Hypocrite mu…,786908 +1,@realDonaldTrump please do not reject climate change. Please consider your grandchildren. And mine. Be my president too. Thank you ~,382214 +0,@SouthJerzMick global warming. Look up the origin - agenda 21 - 'one common enemy.',286938 +1,"With ongoing climate change, expect more warm falls and winters in the future. https://t.co/iYn6wIBu9M",209178 +-1,@shane_allenn @DebraAnn_ @FoxNews global climate change and regulations that make it 2 expensive 2 start an American business,13462 +1,RT @Fusion: America is about to become the only country in the world with a leader who doesn’t think global warming is real.…,663405 +2,RT @BelugaSolar: Donald Trump actually has very little control over green energy and climate change https://t.co/cKamQurLWC,699921 +1,RT @JimDalrympleII: The EPA wants to have a climate change debate on TV. Scientists say that's 'bullshit' https://t.co/gGMGZn8b5Z,123271 +1,RT @JoeBiden: We're already feeling impacts of climate change. Exiting #ParisAgreement imperils US security and our ability to own the clea…,885844 +-1,"@edyong209 @niltiac @voxdotcom +Oh please. If you are so sure of global warming, why do you stifle and ban research into other hypothesis?",647558 +2,RT @motherboard: Meet the men on Trump's cabinet who have vowed to reverse climate change progress https://t.co/8G0g6D0ZPn https://t.co/Awl…,27121 +1,RT @VivMasta: I'm for real hype as fuck because of this weather being nice and stuff but it's because of global warming and that sucks lol,632059 +0,RT @Martin1Williams: Santa discovers undeniable proof of global warming as he sets off from the North Pole https://t.co/s2Gg0rrLdN,129214 +1,Four things you can do to stop Donald Trump from making climate change worse https://t.co/SECBxE9tER #education,401633 +1,RT @BernieSanders: #ImVotingBecause the future of the planet is at stake. Hillary Clinton will combat climate change. Donald Trump thinks i…,526436 +0,RT @6point626: @nuclear94 Sometimes I think nuclear would be better accepted in world without climate change. Benefits of energy d…,296842 +2,EU-Seychelles partnership in climate change - Satellite PR News (press release) https://t.co/tksQTnXP8g,182253 +1,"we know radiative forcing, and that's pretty much all you need to know to know that climate change is happening",296783 +2,"Boris Johnson faces MPs over Farage, Trump and climate change https://t.co/wD8uftV0oc",420666 +0,They asked me what my inspiration was and I told em global warming,245987 +2,"RT @climatehawk1: Trump rejects #climate change, but Mar-a-Lago could be lost to the sea - Bloomberg https://t.co/jY2QxGp64N… ",431081 +1,Great to see Dr David Suzuki speak on behalf of the Green Party on the importance of the climate change epidemic https://t.co/KNWOQ20itn,802803 +1,Excited to be heading to the @UNFCCC Bonn climate change conference next month and learn about the impacts of #climatechange #sb46,189811 +1,RT @TheWeirdWorld: People won’t believe global warming but think that THEY will win the 1.3 billion jackpot.,924918 +2,RT @latimes: Gov. Jerry Brown warns Trump that California won't back down on climate change https://t.co/ig8sxJGw2f https://t.co/eo85j1GK7j,933819 +2,"RT @washingtonpost: Satellite temperature data, leaned on by climate change doubters, revised sharply upward https://t.co/i89uadwRRR",472555 +0,Thinking skills. Describe and explain climate change images #thinkpairshare #geography https://t.co/PhCgpT6wR6,913416 +1,RT @SenSanders: We have a president-elect who doesn't believe in climate change. Millions of people are going to have to say: Mr. T…,30067 +1,RT @RollingStone: Why Republicans still reject the science of global warming https://t.co/KaMcDFqvLj https://t.co/gjyYvPxlQq,929002 +2,More than a buzzword? Resilience to climate change in Zimbabwe – The Zimbabwean https://t.co/VkZkFJy0Uu,778011 +1,@realDonaldTrump What about the global warming? This isn't a joke look at the polar ice caps! The water levels are… https://t.co/ckYGj3jfIw,678400 +1,RT @UN: 12 #globalgoals are directly linked to climate change. The #ParisAgreement is crucial to achieve them.…,507158 +2,RT @truthout: #EPA administrator Scott Pruitt doesn't believe carbon dioxide is a primary factor in climate change. https://t.co/StheQ22p1f…,846454 +2,RT @WIRED: What a Trump presidency means for the global fight against climate change: https://t.co/JhDmByNpNP,527359 +1,"I'm angry that we're not addressing climate change, and are destroying the precious Earth 🌏 in the name of corporate profits.",444014 +-1,@charlescwcooke @benshapiro Add all the disclaimers you want -- steering an inch from the climate change doctrine l… https://t.co/mHxvDShqPn,727024 +2,RT @TurkeyCOP22: Turkey's chief negotiator @Mbirpinar is considering bilateral issues on climate change with EBRD in Turkey's Marrak…,16782 +0,Let's discuss #geoengneering #solar radiation mgt #chemtrails heat trapping fake clouds #climate change… https://t.co/5A33WzNkUA,677323 +2,"Oil giants dig up $1bn for climate change fund, but renewable industry skeptical https://t.co/uqkGletnlD",101772 +0,RT @LDiCaprioReacts: You deserve a man that's as passionate about you as Leo DiCaprio is about global warming.,97946 +2,RT @thehill: Bill Nye slams CNN for having climate change skeptic on air https://t.co/roiV09D2n2 https://t.co/Ietc4IB3lY,593489 +2,RT @EcoInternet3: US city fights back against EPA's new #climate change stance: AOL https://t.co/KCiq1w4kM6 #environment,774847 +0,.@ChristopherHine & I have been talking about climate change in the second period. That's what kind of game we have tonight.,168545 +0,@RaeAnnAdams8 @nytimes @paulkrugman That isn't because of climate change it is because the Bush curse,678985 +0,"RT @stanrey7: Th teaser for GUILT TRIP +a climate change film with a skiing problem is dropping today. +The… https://t.co/wXKmLxqwvH",542793 +1,Trump wants to rip up the Paris Agreement: literally the only global consensus to act on climate change… https://t.co/kMIDJWN7Yc,910937 +1,RT @ChelseaClinton: Thank you President Obama for your leadership on fighting climate change & protecting our planet & our future. https://…,589695 +1,in bio & most of the class is either slightly or less concerned about climate change?? like ya'll ain't worried about us drowning??,731351 +2,RT @NASAClimate: 'Tundra soils appear to be acting as an amplifier of climate change.' #climatechange https://t.co/CR24xFpL8Y,46579 +1,RT @emorwee: Trump's budget also decimates funding for research on climate change that could impact severity of storms https://t.co/Pcu4eVm…,581394 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,789187 +2,"RT @RickHammerly: Badlands National Park defied Trump by tweeting about climate change, but deleted its tweets a few hours later. Her… ",152256 +2,Scientists tell Trump to pay attention to climate change - https://t.co/0tO57JRj7K,339833 +1,RT @SenSanders: We have a president-elect who doesn't believe in climate change. Millions of people are going to have to say: Mr. T…,355711 +2,"Florida law allows any parent to challenge how evolution, climate change are taught in schools https://t.co/fLmK89iZz8",64466 +1,"RT @Independent: Leonardo DiCaprio gave Ivanka Trump his climate change documentary, in case her dad was still confused https://t.co/EbQNUO…",84191 +-1,".@DailyCaller Ah, yes I remember when global warming was blamed for Katrina and every year the hurricanes would be more numerous & violent.",881472 +-1,"RT @SteveSGoddard: After ten years of intensive study, I have reached the unavoidable conclusion that the people pushing climate change are…",488696 +1,"RT @yeseniatwigs: it's November and I'm near having a heat stroke +global warming got me fucked up can y'all please stop polluting the earth",305365 +0,Starving poor people don't give a shit about global warming or climate change. All they want is some food and fuel to cook it.,166913 +1,RT @RepBarbaraLee: It’s an international embarrassment that our Science Space & Tech Cmte is run by anti-science climate change deniers htt…,580868 +2,Russian President Vladimir Putin says climate change good for economy https://t.co/byHeNbwyJg,895926 +1,"RT @Vegalteno: Instead of funding 4 Meals on Wheels, breast cancer research or climate change actions, liar @realDonaldTrump will spend $4b…",965893 +0,being a goth and having to live thru global warming Suuuuucks,34004 +1,RT @Scientists4EU: Strong message to US climate change & renewable energy researchers - you can come to Europe. https://t.co/b4NkePAURY,786181 +2,RT @susanbnj: Top university stole millions from taxpayers by faking global warming research - https://t.co/ehzmEopm9D https://t.co/smsnblG…,76043 +-1,AL gore compared global warming to the civil rights movement. He should know his father sen.voted against every civil rights bill,914850 +1,let's be clear about the implications of a trump presidency --override indigenous rights and deny climate change. w… https://t.co/2YK7jPkyVL,785891 +1,RT @Kernos501: This sculpture by Issac Cordal in Berlin is called “Politicians discussing global warming.” https://t.co/FAGR5KpJYc,781681 +2,RT @HenriettaSandwi: Deforestation and climate change are being financed with our savings https://t.co/C7LcGHVBLj via @thecanarysays,307638 +0,RT @ddale8: Trump again vows to cancel the US contribution to the UN climate change program and spend it on clean water and clean air in Am…,187639 +0,"@BSonblast aren't you so proud to be THE sudani problem?, I mean like you are similar to global warming smh ��, lol haters gonna hate love.",153540 +1,"Amazing,thats a lot of new species to be found.This is one of the reasons we need to stop climate change! https://t.co/NUo78XUuxV",531817 +1,We have a president that doesnt believe in global warming and a VP that doesnt believe in evolution. I think scientific thought will suffer.,527029 +2,How globalization and climate change are spreading brain-invading worms by @AdrienneLaF https://t.co/m9nofMBoVL,291009 +1,That's so awesome and inspiring to see the States come together despite #Trump short sightedness re: climate change - IT IS REAL!!!!,507173 +0,I'm so hot I cause global warming @ivylevan #beckybigmouth,52308 +1,"RT @AstroKatie: In case you were wondering: no, 4 years of US-led inaction on climate change will not go well for the planet. Now is when i…",809343 +1,RT @SenSanders: We have a president-elect who doesn’t believe in climate change. That’s frightening for this country and the world.,894872 +1,Before the evil infesting the EPA kills this. Another CO2 aspect to consider: water availability and climate change https://t.co/0czL6L32Uj,194108 +1,"RT @MeckeringBoy: LNP closed our Infectious Diseases Lab. + +Now climate change sees mosquito-borne viruses boom. Putting everyone at risk.…",17859 +2,RT @adrian_joyce: EU climate laws undermined by Polish and Czech revolt | climate change news https://t.co/eto0Ty9XAb via @ClimateHome #ece…,744226 +0,"People saying 'it's not God it's global warming' is like the people saying evolution disproves god all over again, but that's thinking small",833649 +2,RT @SCUBANews: Scientists aim to counter climate change by testing coral reefs https://t.co/vJuEAaCMZe #scuba https://t.co/fAVvJV0DcZ,481475 +0,"#QandA +Hi @QandA can you ask @herandrews on her feelings on climate change and Trump courting a climate skeptic to handle the EPA?",530085 +0,RT @JKucharFisher: How am I supposed to crack open a cold one with the boys with all this global warming?,35582 +0,Find out what is true and false about climate change https://t.co/L1mj6eUwq5,915750 +1,pro-life Christians who go on about abortion all the time but who don't care about the environment/climate change drive me bonkers,70717 +1,"RT @aeonmag: Today there are more than 1 billion migrants, a number that may double in the next 40 years due to climate change:… ",527907 +1,RT @mcnees: Unbelievable. The Department of Energy instructing grant recipients to remove the terms 'global warming' & 'climate…,376381 +1,RT @FrancoisPythoud: Adaptation to climate change in ���� Comparative davantage of local traditional #cow breeds @GaLivestock…,580631 +1,RT @JodiLynneRubin: @washingtonpost @WhizBangBaby Don't tell the republicans it's global warming! They can't take the science,754879 +1,RT @pettyblackgirI: Patrick Mwalua delivers water to the animals in dry lands of Kenya. He saw the effects global warming has on the wi…,944719 +1,LGBTQ friends should be on high alert! @realDonaldTrump went after climate change and @IvankaTrump couldn't change… https://t.co/89YtfKvszG,852071 +2,RT @HuffPostPol: Dem senator: Trump was 'childish' to ignore climate change in his big speech https://t.co/gONyosH901 https://t.co/XkwXKNV…,941736 +1,"Trump fools the New York Times on climate change: Memo to media: Ignore what Trump says, focus on… https://t.co/fOhAVoJ1Au | @thinkprogress",776201 +2,Sanders: It's 'pathetic' that EPA chief thinks CO2 not primary contributor to climate change … https://t.co/H3FrBxmmIB,410561 +1,RT @Frances_Fisher: #Repost leonardodicaprio ・・・ #Reram #RG @voxdotcom: How do we talk about climate change in the… https://t.co/yYvGkE5Yrc,96059 +1,RT @Aiannucci: The US elected Trump but the rest of the world didn't.So what do we do if US policies ( e.g. climate change) threaten the re…,54830 +1,@dcexaminer Wouldn't it be more effective if he used his billions to fund projects that actually combat climate change instead of a website?,87980 +0,@e3f3c53fc7ae44e @EjHirschberger @RealStrategyFan #blast caused by cow farts global warming and HRCs hot lying air,981723 +0,@PropAgile @wrpearson @SaveLiberty1st there's nothing I man caused global warming to fix.,691576 +1,"RT @Ragcha: Hassan believes that combating climate change is critical to our economy, our environment, our people, and our way…",686725 +1,RT @SarahBaska: when ur at a party and u remember ur president doesn't believe in climate change https://t.co/N1m9PCfiEY,309613 +1,RT @TheDailyClimate: Evidence of #climate change abounds amid extreme weather in the Pacific Northwest. #Seattle #PDX @washingtonpost http…,130267 +1,Cartoon: If the media covered climate change the way it covers Hillary’s email https://t.co/7HtoDhfsXW #Voices #Ne… https://t.co/rkfSBotl6I,207564 +1,"RT @doylejacq: Read open letter from scientists on climate change, sign this petition. Our future depends on it. https://t.co/8fOZ4B5NNk",35942 +1,RT @mags97m: When the EPA administrator says carbon dioxide is not a primary contributor to global warming.. https://t.co/VgBiRO6pVV,36286 +1,"The Obama administration launched a collaborative effort to help communities build climate change resiliency +https://t.co/HDMGCkZWzK",797372 +-1,RT @SheriffClarke: Going where? One last joyride on taxpayers dime. Will global warming zealots chastise him for the carbon emissions?…,799301 +-1,@BernieSanders I see you and all your climate change cronies r still riding n flying gas guzzlers. Lying Hypocrites!,793010 +1,RT @RogueNASA: Ninety-seven percent of climate scientists agree that climate change is caused by human activities. #climatechange,734590 +1,"RT @mcspocky: Trump dramatically changes US approach to climate change https://t.co/y4y2L6vzz4 +He says screw the planet, he doesn…",556769 +1,RT @SenSanders: We have a president-elect who doesn't believe in climate change. Millions of people are going to have to say: Mr. T…,619697 +1,RT @People4Bernie: .@BernieSanders: It's 'pathetic' that EPA chief thinks CO2 not primary contributor to climate change https://t.co/bvNnbe…,864742 +1,"RT @alt_labor: 17/ EPA #Budget2017 eliminates 50 programs and 3,200 jobs. Cuts funding to climate change research and cleanup prog…",34789 +2,RT @NBCNews: Trump's pick to head the EPA questions the human impact on climate change during confirmation hearing…,590635 +2,RT @NBCNews: WATCH LIVE: Activists descend on Washington to demand leaders take action on climate change https://t.co/bQ75jfpmgU…,366385 +1,"RT @antonio5591: Florida,Trump defied Cuba embargo&lied to you about it.Also,he doesn't believe in climate change which will affect…",705363 +1,"RT @TheNewThinkerr: Chomsky, literally the most influential intellectual this world has ever seen, says global warming & nuclear war are th…",590444 +1,RT @frankieboyle: Let's look on the bright side. Maybe climate change will kill off humanity before a Global Fascist government can start t…,659007 +0,@GlblCtzn dont fight climate change everyone understand climate change and change causes caused by mans uses of planet. Easy to do..,201783 +1,RT @wjcarter: Remember: not a single q on climate change at any of the presidential debates. Zero. https://t.co/KrXS4qFjrX,906869 +1,RT @julienamorgan: 'Investors can no longer ignore climate change. All are faced with a swelling tide of climate-related regulations' – htt…,631403 +2,#MostRead EPA chief says carbon dioxide not a primary cause of global warming. https://t.co/kBHwH9qlrI,205015 +1,"RT @AriBerman: Network news spent 3x as much time on Clinton's emails vs all policy issues, including climate change…",636519 +-1,"@LyndaMick 'Hollywood nonsense' +That is all I need to know. + +If they actually believed their climate change nonsens… https://t.co/N8eL8PjVsz",810059 +0,@RobHunterswords global warming I tell you,147322 +-1,Wait what about global warming? https://t.co/8URjzCCsEJ,59612 +-1,@Pamela_Moore13 For sure Pam @Pamela_Moore13 ��... They worry about things like climate change and diets but turn th… https://t.co/zjFBoa1alO,887669 +-1,RT @DougWil71: Too bad CAL can't afford to EXIT. They waste their tax revenue on giveaway programs and climate change lies so thei…,115424 +1,RT @SenSanders: We have a president-elect who doesn't believe in climate change. Millions of people are going to have to say: Mr. T…,601182 +-1,My beliefs on global warming are it's a scam invented by the left to exploit economies thru income redistribution https://t.co/wbfNlHG9Ge,128131 +1,RT @TenPercent: ‘Labour’ Graham Stringer MP is a climate change denier and supporter of a Tory Lord who shills for oil companies https://t.…,119404 +1,".@IoWBobSeely Prove you're a decent person. please publicly oppose DUP views on abortion, same-sex-marriage + climate change #DUPdeal",701675 +1,India cover on poisonous fog for weeks now! and meanwhile in the US Trumps says climate change doesn't exist.,452000 +2,"Combating climate change could boost G20 economies, OECD says https://t.co/U3DN0g0pXC",151766 +1,Denying man's contribution to global warming is like denying steroid intake to surge in home runs batted in MLB https://t.co/XGKVjxq6WG,545662 +1,unthinkability bias' - the thing that makes climate change a difficult problem to mobilize against - is a real dan… https://t.co/OTa4XWxjsn,766029 +-1,"RT @asamjulian: How Democrats Keep America Safe +1. Open borders +2. Unlimited refugees +3. Don't offend Muslims +4. Prioritize climate change…",41671 +1,RT @DrShepherd2013: article gives me hope. Kudos to this coalition of Congress that recognizes climate change is not a partisan issue. http…,460105 +1,"If we seriously want to tackle climate change, why are we not building compact electric vehicles in Australia? https://t.co/IrO94QgQSG",953978 +2,Sudan's farmers work to save good soils as climate change brings desert closer | Hannah McNeish https://t.co/FmOgrC6WPB #ibgeog #core,145644 +-1,@realDonaldTrump Not one penny to 'prevent' global warming. It's a wealth-distribution scam of the commies.,28310 +1,"RT @Scientists4EU: Meh, why believe NASA? +'Donald Trump's pick for CIA director refuses to accept Nasa findings on climate change' https://…",390680 +1,RT @PhantomGoal: Sammy Wilson - Agreed with man who said 'get the ethnics out'. Openly stated climate change is a myth *while he was enviro…,74766 +1,"While everyone is tripping on trump jr emails, big ass sheet of ice broke off, but climate change is hoax tho...#maga",559677 +1,RT @SmarterH2020: Green infrastructure is a great way to make a #SmartCity and mitigate climate change and improve biodiversity:…,75207 +0,"RT @Revkin: No idea why @SASCDems, who elicited this climate change statement from #SecDef Jim Mattis weeks ago, didn't post it…",193656 +2,"guardian: RT guardiannews: 5ï¸⃣ Away from Article 50, the Paris climate change agreement comes into force https://t.co/xgOF8LL77t",845034 +2,"Europe faces droughts, floods and storms as climate change accelerates https://t.co/io3gWycUsV",65926 +1,RT @Forbes: 9 things you can do about climate change in your day-to-day life: https://t.co/hfqToIxdE6 https://t.co/2XB4DQnsMX,543916 +1,Maps and visualizations of changes in the Arctic make it clear that global warming is... https://t.co/YaEJCCUTXi by #NatGeo via @c0nvey,757967 +2,"RT @IRENA: Biogas—addresses climate change, benefits rural economy & tackles environmental challenges like waste management https://t.co/iH…",786978 +-1,RT @S_Driscoll17: Play a college sport in the 'spring' semester and you'll never believe in global warming again,889083 +1,"RT @mcspocky: Just like climate change… +#Resist #TheResistance #Indivisible +#p2 #ctl #UniteBlue #GeeksResist +#FBR #Progressive https://t.c…",754760 +1,RT @cinluvscats: I wanna enjoy the nice weather but global warming,674888 +1,"… no, I would not agree that it’s a primary contributor to the global warming that we see — EPA Scott Pruitt #quote #climatechange #Denier",52097 +0,Everyone use there cars and leave electric on we want global warming it's to cold right now,200264 +2,"RT @nytimes: How Americans think about climate change, in 6 maps https://t.co/B27rObomQC https://t.co/u2kBphpoGk",981302 +2,RT @AP: Does Trump believe in climate change or not? Aides won't say. https://t.co/DyYd4eYqdT,525943 +-1,Now this will make the snowflakes melt some more tears! Oh happy day! Tired of fake global warming propaganda as... https://t.co/3TymH1RmNF,876178 +1,"RT @HarvardChanSPH: Honoring climate change agreements will save millions of lives, write Harvard Chan experts https://t.co/dpVTU1Mz3r via…",199758 +1,"RT @JaneCaro: @4corners This program is extraordinary and terrifying. We must act on climate change now, yet I despair that we won't.",821642 +2,RT @signordal: Trump's Environmental Protection Agency just deleted its climate change web page https://t.co/K1rWofeJvT,28030 +1,"If trump wins that means America, the most powerful country in the world, will have a president that believes climate change doesn't exist",694132 +2,Trump just gutted U.S. policies to fight climate change https://t.co/4CD890aX7N https://t.co/YxIaIKezQR,998538 +1,RT @USNewsOpinion: Don't sit silently in the face of Trump's climate change denial. https://t.co/r0dAJXnJsz,551935 +2,Scientists say it could already be 'game over' for climate change https://t.co/Rh2nNfontS #worldnews #news #breakingnews,864704 +0,RT @LKrauss1: Holiday edition of @azpbs Horizon show this week on climate change and quantum magic now online. https://t.co/V5UBIrP9VT,385736 +1,RT @SethMacFarlane: HRC proposes installing half a billion solar panels by the end of her first term. Trump thinks climate change is a hoax…,527202 +1,Farmers can profit economically and politically by addressing #climate change https://t.co/99LmfIyHCs @ConversationUS #farming #agriculture,986127 +2,RT @verge: Ethiopia's coffee is the latest victim of climate change https://t.co/jeOdb5EUBT https://t.co/fR9Ig3GQu4,6319 +2,RT @Reuters: Teens suing U.S. over climate change ask for Exxon's 'Wayne Tracker' emails https://t.co/FC8o96Ocod https://t.co/LXRFenuPeM,327462 +1,There is a strong scientific consensus that climate change is caused by human action and will very likely have... https://t.co/iFYUEhYXso,159139 +-1,RT @Climate_Cop: #ClimateGate https://t.co/QQLAK4sCEK EPA Chief McCarthy blames Boston's 'worst winter ever' on global warming,290729 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,196651 +-1,@TysonSlocum UR a TOTAL IDIOT. U lost on Stossel. WHERE ARE UR facts? Plz cite ! scientific study that man is causing global warming! IDIOT!,381826 +2,RT @extinctsymbol: Arctic ice melt could trigger uncontrollable climate change at global level: https://t.co/09Up4BhDlk,686656 +1,"RT @CarbonBubble: EPA chief Scott Pruitt: Carbon dioxide not a main cause of global warming. + +Meanwhile, temperatures keep rising. https:/…",426399 +1,Great to hear @climategeorge talk about communicating climate change to people not like ourselves @mcrmuseum… https://t.co/Z6ZwgwcOUG,945642 +1,China rolls its eyes at Trump over his ridiculous climate change claim - https://t.co/UwQCwdp6Oy #mustread_jb,70194 +1,"RT @kristenobacter: Shameful of @ScottWalker to hide climate change from citizens. Irresponsible, weak and unimaginative. #ActOnClimate htt…",591611 +1,RT @ClimateCentral: This is why National Parks are the perfect place to talk about climate change https://t.co/h2GyDJrybL https://t.co/NTDU…,525256 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,924307 +1,"RT @SkipperClay: Hey Florida, if you go trump, and trump ignores global warming, and the ocean EATS YOU, YOU HAVE NO ONE TO BLAME BUT YOURS…",387036 +1,.@JeffBezos when will @Amazon stop funding hate and climate change denial propaganda? https://t.co/ZNvBIYMSo3 (@SierraRise) #GrabYourWallet,455278 +0,@adambomb947 I must be this global warming they are talking about. Making things to hot and melting snow flakes haha.,966142 +1,RT @iansomerhalder: Speaking of climate change-TONIGHT Is another killer episode of @YEARSofLIVING ! 10/9c on @NatGeoChannel https://t.co/T…,429362 +2,RT @energyinsider: NE1205- Trump sweeps away Obama climate change plan @New_Europe @AntaeusX25G @tzavelaniki @Eurocentrique @akoronakis htt…,434534 +1,RT @BernieSanders: #ImVotingBecause the future of the planet is at stake. Hillary Clinton will combat climate change. Donald Trump thinks i…,522401 +-1,RT @PrisonPlanet: A bunch of Oxford elitists want to tax the food of poor people because 'climate change'. How about fuck off instead? http…,182072 +1,RT @ajplus: Which candidate is going to take climate change seriously?ðŸŒ https://t.co/jDL1NTenQ5,921038 +1,"RT @AssaadRazzouk: In the new new world, China lectures the United States about climate change and the importance of cooperation betwe…",763824 +-1,"The earth has been here for billions of years, humans aren't causing global warming' https://t.co/NRwb5QjpXp",233503 +1,You need to get inside the mind of a climate change denier if you want to change it https://t.co/biF4f66u0O,334469 +1,RT @PolitiFact: False: @EPAScottPruitt says CO2 is not 'primary contributor' to global warming https://t.co/1hNX7tJGHI https://t.co/LOg8SbN…,987890 +-1,"RT @KurtSchlichter: If those of us who speak climate truth are 'Climate Deniers,' doesn't that make the climate change scammers 'Climat…",704505 +1,"US Rep.Lamar Smith, Chair of House Committee on Science, Space, & Technology(+ climate change denier) has a 1-question survey on his website",222569 +2,A trillion-dollar investment company is making climate change a business priority - https://t.co/4JOs5G43d7 https://t.co/jUOGDNSjDA,289528 +1,"@hari more inclusive society, better gun laws, experienced leadership, climate change, economy, higher min wage, anti fear, creativity, HRC",938935 +2,Trump to sign sweeping rollback of Obama-era climate change rules https://t.co/PQN3jS7Tgl,245157 +1,"RT @Fusion: Bernie Sanders to Scott Pruitt: What is your opinion on the cause of climate change? + +Pruitt: My opinion is immater… ",762044 +1,RT @astitvam: There are many reports which says live stocks are major contributors for climate change! Still those who speak... https://t.c…,763796 +1,@LenElchlein @ARareSpark - https://t.co/vw02nVxJzZ: If you don't believe in climate change I Can't wait to see what happens next!!,373710 +0,"@LouDobbs @HillaryClinton Trump says he will cancel Billions to UN for global warming. By the way, no one knows wha… https://t.co/uOrV35dc0h",374294 +2,The Arctic sea ice could be about to trigger uncontrollable global climate change https://t.co/96jEJ19E4W,575074 +0,@realDonaldTrump since climate change is a hoax how about telling TN I no longer need emissions testing on my car I could use the 10bucks,541932 +1,"RT @ReillyRick: If you care about climate change, religious freedom, gun sanity, women's rights + racial harmony, this is a terrifying nigh…",443558 +1,@SaintsForecast @SportsGuy_83 But 100% chance we are all dead in 200 years because of climate change.,423419 +2,RT @Jackthelad1947: Alaska wildfires linked to climate change #auspol  https://t.co/m1MrbzE4cO https://t.co/dftihRjBHp,844333 +2,"El Niño on a warming planet may have sparked the Zika epidemic, scientists report https://t.co/AYycD2tFCX",986148 +2,"RT @sciam: Trump EPA Pick expresses doubts about climate change, defends oil industry funding https://t.co/TmRHWt3fIF https://t.co/thI6GOvb…",863632 +1,@NextGenClimate Pruitt does not think CO2 has anything to do w/ climate change and he's buddies w/ gas/oil companies. How f in obvious.,423258 +2,Trump picks global warming skeptic to head EPA https://t.co/cJNBLginZc #Christian #News,891121 +1,"RT @adamcbest: Here's a Scaramucci tweet on gun control, climate change, the wall and gay marriage. In case he deletes them. https://t.co/X…",171763 +1,RT @designtaxi: Raising awareness about the connectivity in climate change https://t.co/lgqLIIKxHj https://t.co/UmIhh3MIK3,421272 +1,"RT @EricHolthaus: To me, our emotional/psychological response is *the* story on climate change. It defines how (and if) we will solve the p…",6658 +0,Hopefully your climate changes to 1488° in the near future. https://t.co/SpBYhp3nUV,126630 +2,RT @NorthBayNews: EPA chief Scott Pruitt overwhelmed with calls about climate change https://t.co/fkI83UYYNJ https://t.co/VchizHDYLs,549583 +2,"France, U.N. tell Trump action on climate change unstoppable https://t.co/b9moliH955 via @YahooCanada",841094 +2,RT @ddonigernrdc: CNBC poll: Public opposes rolling back Obama-era climate change regs 52-32% - lowest support of 9 Trump priorities. https…,623135 +-1,RT @USFreedomArmy: Climate change (proven). Man-made global warming (unproven). Separate fact from fiction at http://t.co/WG8xVIFdVZ. http…,345811 +1,RT @GovernorNanok: We have to Incorporate these climate change reducing efforts in the national food security & energy policy to reali…,346659 +1,"You wanna save the bees but your husband doesn't believe in climate change which is, in part, killing them.... https://t.co/X3k4E1ObPG",36164 +2,"RT @CNN: Time-lapse, bird's-eye video shows thousands of protesters marching toward White House for action on climate change…",757879 +1,"RT @SenBookerOffice: 7-year-old Olivia – knows climate change is real. + +Why doesn't @EPA nominee @AGScottPruitt? https://t.co/Dd57D6k3XY",722677 +1,RT @SenSanders: If we don't address climate change there'll be more conflict over limited resources. We must listen to scientists not fossi…,247330 +1,"RT @rextmarvel: 10-GasFlaring, Depletion of the ozone layer etc can reduce if youths are aware of climate change.Lets involve them… ",377344 +1,RT @jewiwee: You know what pisses me off? People that deny climate change and say 'polar bears aren't extinct' like they aren't…,547974 +1,RT @foodandwater: Outrageous: Scott Pruitt is putting climate change skeptics in charge at the EPA. https://t.co/mwTpR1VNH9,842858 +-1,"Even the media has begun reporting that there hasn't been any global warming since the 1990's, so eventually some..",823241 +-1,Wailing about global warming is always the default position after things like getting spanked on Trumps taxes. https://t.co/EuSoIRiUs3,51154 +2,RT @TheEconomist: Trump’s indifference to climate change has not changed China’s view https://t.co/9VkqyTlsAR,29366 +2,Scott Pruitt’s office deluged with angry callers after he questions the science of global warming https://t.co/2G78CXwIGD,90889 +-1,RT @sandydubya: Study: Earth cooler now than when Al Gore won Nobel Peace Prize for global warming work https://t.co/1egTHrFqMi @ScotsFyre…,259628 +2,RT @tveitdal: New Orleans mayor: US climate change policy cannot wait for Trump https://t.co/FQCyajE8uA https://t.co/sYb96lNCsr,640179 +1,How can a guy who doesn't believe in global warming win the Us presidency ???!!! #DonaldTrump,724349 +1,"This professor made a climate change PowerPoint for Trump. Satire is good. https://t.co/UExHGBWVNt +@RichardDawkins #sarcasm #GlobalWarming",941212 +2,EPA chief disputes mainstream science on cause of climate change - Press Herald https://t.co/dL0T3YfPnU #science https://t.co/wKhSp2VBB0,512890 +1,"RT @RedTRaccoon: Despite overwhelming scientific evidence that climate change is real, our President will not take part in the Paris…",711128 +2,‘Is that a hard question?’: Megyn Kelly badgers Trump spokesman for hedging on climate change stance… https://t.co/2b45JQrHxe,465858 +0,RT @swin24: 'very expensive GLOBAL WARMING bullshit' used to be Trump's preferred method of referring to climate change… https://t.co/ju13F…,561696 +1,"@LeLarBear notice, he's already walking back his climate change is a Chinese conspiracy nonsense from the campaign.",69027 +0,Would any Scandinavian country or Canada consider welcoming a global warming #climatechange refugee? #askingforMYSELF #hatebeingmelting,140876 +1,"RT @NPR: If there was any doubt over Trump's climate change views, it evaporated at the unveiling of his budget proposal. https://t.co/VGdm…",928744 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,562011 +1,RT @Sanders4Potus: #ImVotingBecause the future of the planet is at stake. Hillary Clinton will combat climate change. Donald Trump th… http…,399754 +1,RT @amyklobuchar: 175 nations agreed to combat climate change through historic agreement. Backing out is opposite of US leadership. https:/…,15562 +1,RT @SenSanders: If we don't address climate change there'll be more conflict over limited resources. We must listen to scientists not fossi…,544306 +1,Department of the Interior scrubs 'climate change' page ― #Environment #ImpeachTrump https://t.co/o3bQHFhy5D https://t.co/V5rMhMLQoe,253123 +2,RT @davidsirota: GOP bill would prevent enviro groups from proposing shareholder votes to force companies to address climate change https:/…,323015 +1,"RT @AdamMcKim: If we want to develop global citizens who care about climate change, we need to focus less on floods & more on drou… ",692287 +1,RT @NasMaraj: As global warming gets worst so will natural disasters. Think it's a joke if you want to.,156457 +1,RT @ninoqazi: #SOT2017 #climatechange @rinasaeedkhan sadly I thought we had moved beyond the basic questioning of is there climate change,794824 +-1,@RexTilllerson If U want the story of the century investigate 0bama's ties to global warming & carbon trading scam… https://t.co/edzmmfIqQb,409519 +2,RT @SEIclimate: NEW: Integrating complex economic & hydrologic planning models: Analysis of under #climate change https://t.co/R2oXSr8bJB #…,800799 +2,"RT @thehill: GE CEO vows to ignore Trump, continue to fight climate change: https://t.co/upO2heWIxI https://t.co/Ile1T7RjKD",761037 +1,RT @wutrain: Take local action to fight climate change! More on @MattOMalley/my push for clean energy city & how to get involved https://t.…,689783 +1,RT @kurteichenwald: Conservs can keep pretending climate change is a hoax but other countries arent gonna be putting up with it anymore. ht…,447771 +2,"RT @sjandrews76: Portland, Ore., votes to ban fossil fuel projects to fight climate change https://t.co/YneBiCaJ2Z",902007 +1,RT @foodtank: Indigenous communities swap seeds to fight climate change: https://t.co/X0joTrwcCE via @yesmagazine https://t.co/DRIihzKkg5,313182 +1,RT @mattmua72: Tomato head in his usual pathetic entitled climate change denying form again tonight on #qanda,29954 +1,The fact people still think global warming is a myth seriously baffles me,602646 +1,Terrifying effects of climate change #climate #environment #globalwarming https://t.co/FO9gUlJ2Ev,860618 +-1,fuck does climate change have to do with radical Islam? Syrian refugees? Do you need an adult? https://t.co/mJ7j4JkCQu,665942 +1,"RT @LennaLeprena: @Wsj6269J @SirBSeb @BellaFlokarti @darren_done @pedwards2014 @Olfella Most young people believe in climate change, never…",226764 +2,RT @sciam: EPA chief Scott Pruitt refuses to link CO2 and global warming https://t.co/fPfvbH8ZsD https://t.co/wGXtQf9Epg,664724 +1,RT @onherperiod: im gonna just ignore the fact that the world is either about to end bc of climate change or nuclear war and focus o…,510102 +0,RT @LordofWentworth: Penguins fleeing global warming sneakily invade from the South while the navy deploys all assets on 'ring of steel' to…,441289 +1,Thankyou @LeoDiCaprio for tackling climate change and now the Ivory trade. https://t.co/lf7vnrVEqr @elephanthaven @willtravers @BFFoundation,826014 +0,"RT @lizzjones18: Theresa May admits climate change is not on the agenda as she meets Trump at G20 https://t.co/r8QVcuMtpP +This women needs…",851471 +1,RT @BBAnimals: The effects of global warming https://t.co/twFnLF4XNw,157202 +1,RT @theAGU: New allegations do not change our fundamental understanding of climate change. - @theAGU Pres. Eric Davidson https://t.co/JtFAL…,755751 +1,RT @edgebuildings: Share how the World Bank Group is fighting climate change with green buildings. https://t.co/4op7jp5noR,338361 +1,"RT @ResisttheNazis: Trump will be the only world leader who denies climate change, giving the U.S. the official title of Dumbest Countr…",229939 +1,@GEMReport Mainly the #IBSE Approach for teaching #STEM subjects will better help in understanding environmental & climate change challenges,22845 +1,RT @ChrisMurphyCT: My truth hierarchy: (1) health care is a human right (2) climate change is an existential threat (3) the Yankees su…,872855 +0,RT @RuBotDragRace: How can you deny global warming when my pussy this hot,363156 +1,RT @SenSanders: We have a president-elect who doesn't believe in climate change. Millions of people are going to have to say: Mr. T…,109126 +-1,"RT @JaredWyand: Steve Bannon means bye bye to the climate change scheme we're spending $22,000,000,000 a year on for 'research' + +https://t.…",578512 +1,RT @AAPNews: .@AmerAcadPeds & @docsforclimate are speaking out about climate change harming patients’ health.…,690872 +2,AGU's @edavidsonUMCES responds to statements from EPA administrator Scott Pruitt on climate change. https://t.co/9eYpV46QmF,872371 +1,Petition to stop a climate change denier from running the EPA https://t.co/m20buC2JNI,42387 +2,"RT @AP: Snowshoe hares have adapted to climate change, says @penn_state. (By @ConversationUS, a source of news from academi…",486708 +1,"@ScottJProgan between climate change, nukes, lack of social support policy, defunding of healthcare, and newly emboldened bigots i hope",147832 +0,@someone_1958 @AP can you take the truth about global warming animal feces processing meat to eat barbaric yes annoying census 1958 proof,773009 +0,@stiNgo100 Government employees in the EPA will not give Trump the names of people who worked on or attended meetings on climate change,61451 +0,"I’m cool but global warming made me hot. + +#ALDUB17thMonthsary",654869 +0,I ate a salad for lunch and still weigh the same... global warming is real you fucking atheists,836430 +1,Bill Gates & investors worth $170 billion have a new fund to fight climate change via energy innovation https://t.co/QWN9PddxO2 | #thankyou,882218 +2,RT @PoliticsNewz: Trump’s Defense Secretary calls climate change a national security risk https://t.co/fGTzl0jEaj https://t.co/SDEYYBXy3r,277164 +1,RT @ScienceMarchDC: These updates to the EPA's website surrounding scientific data and climate change are a scary sign for science: https:/…,799418 +2,"China's coastal sea levels rise to record high, experts blame climate change https://t.co/2ATMLNkoqT",824401 +1,RT @mic: Trump has pushed for cuts to climate change science — research that could explain storms like Harvey…,433081 +1,RT @existentialfish: i'm so old that i remember the last time that trump 'admitted' that climate change exists (before appointing climat…,301439 +2,RT @thehill: American Meteorological Society comes out against EPA head on climate change https://t.co/xnPki9fpRQ https://t.co/nEHfEGXIJO,299019 +1,"https://t.co/4H6ES0OOVv +Erica Goode notes the increased number of polar bears found in Alaskan towns due to climate change. #voicevision17",154551 +0,RT @anamericangod: now that's what i call it's simply too late to stop global climate change vol. 37,499999 +2,RT @ProfAbelMendez: Study reveals 82 percent of the core ecological processes are now affected by climate change https://t.co/ffzuwl5bWt ht…,84124 +1,I am going to volunteer for a climate change organization and hopefully the Gay and Lesbian Youth Services of WNY. That's all I got.,305256 +1,Sign this petition to keep climate change denier from leading the EPA Transition https://t.co/f6hdAd6SU5… https://t.co/SlYigFiiXk,409731 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,154078 +1,RT @Independent: Even Nasa scientists are trying to convince Donald Trump that climate change is real https://t.co/HB37pGGGBU,604192 +1,RT @SenSanders: We have a president-elect who doesn't believe in climate change. Millions of people are going to have to say: Mr. T…,427008 +1,But there is no climate change �� https://t.co/yUoGGh2wyz,648441 +2,New post: 'Why Morocco is leading the charge against climate change' https://t.co/smHcHmsEA7,553880 +1,RT @SenSanders: We have a president-elect who doesn't believe in climate change. Millions of people are going to have to say: Mr. T…,926694 +0,@XCsci How does this fit in with global warming ?,125953 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,625816 +2,RT @bradplumer: The Energy Department has rejected Trump’s request to identify employees who worked on climate change: https://t.co/VjVUe2Y…,798930 +-1,"RT @PaulCarfoot: #Solar activity, ocean cycles, & water vapor explain 98% of climate change since 1900, NOT CO2! https://t.co/wz81LJh9S7 #A…",768690 +1,"RT @EricHolthaus: It’s official: The guy in charge of Trump’s climate policy doesn’t think climate change is real. +God help us.…",654755 +1,RT @ClimateReality: The conversations we’re having about climate change are more important than ever. https://t.co/C0fW11fbuD,400360 +2,RT @jaketapper: Trump has characterized climate change as a Chinese hoax but Sec Ross wants NOAA to 'stick to science and to facts' https:/…,43699 +1,"RT @borosage: 4 cities ban diesel cars by 2025. Cities will drive response to climate change, while Trump fiddles. https://t.co/VBkP4MZeUo",74183 +0,It is so cold in Russian they LIKE the idea of global warming #PruittScienceFacts #SCROTUS https://t.co/HVplutpLKY,138303 +2,"RT @lynlinking: China tells Trump, climate change not hoax we invented +@DavidJTwomey +https://t.co/VlIQaY9847 via @Eco News",959440 +-1,"RT @Trawlercap: @SteveSGoddard @JunkScience @Carbongate I hear they want to protect polar bears from “climate change” good one, fro… ",902894 +1,"RT @aznfusion: 'If we want to say there is a ground zero for social justice, it had to be climate change.' -- Angela Davis @ Seattle town h…",569954 +-1,RT @realmikedoughty: Stay safe. All these snowflakes falling due to global warming can be dangerous. #algore #climatechange #SnowStorm,822399 +1,RT @PlantSync: If 'climate change' is to be purged maybe we should wear t-shirts every day that just say 'climate change'…,697530 +0,@GeorgeTakei @marijkehecht -benefits from global warming - not wanted in NYC - makes it harder to get healthcare - didn't get the most votes,141601 +-1,Someone explain to me why two hurricanes close to each other in time automatically means climate change is real #FakeNews,688509 +2,Norway's 'doomsday' seed vault entrance repaired after global warming thaws Arctic ice https://t.co/ED21pPjoJP https://t.co/xntcAwEzMA,867885 +0,The real problem with global warming is that you have to get your summer body ready earlier and earlier each year smh,425605 +-1,"RT @dril: al gore conference on global warming..canceled by SNOW!! 'Guh, BLugh Durr' says the dumb man, while he pees into his comically la…",259035 +-1,RT @hrkbenowen: Bill Nye blows gasket when a real scientist schools him on facts about ‘climate change’ https://t.co/4j17ukmD7w,157093 +1,"RT @AstroKatie: If you think fighting climate change is expensive, you won't BELIEVE how expensive it will be not to. https://t.co/oPqzqrLm…",373757 +1,RT @IGCC_Update: #COP22Investors Act on climate change | READ https://t.co/B8bRaj6cMX + https://t.co/8l7h4JCBKC | WATCH…,377377 +1,"RT @JohnMayer: Also, if you believe that climate change is a hoax, why don’t you just delete your weather app?",851435 +2,How will climate change affect birds? Find out Sunday - Riverhead News Review https://t.co/ii52I4hcWl,446564 +1,Managing London's climate change risk https://t.co/trcjfJpg3r,876946 +1,@CNN @realDonaldTrump should take note that Hurricane Harvey is just like climate change:A hoax.,985425 +0,Interesting results on people's views on climate change from nytimes : 'Yes it will damage my country but I'll be… https://t.co/kVddk4jTxU,654941 +0,global warming aint got shit on us https://t.co/z4KJ8c70Hu,439069 +1,RT @ZeddRebel: We'll sooner buy deportation hovercraft for ICE than seriously combat climate change,380084 +2,RT @wef: Plants appear to be trying to rescue us from climate change https://t.co/pFA1FZ7mUm https://t.co/ijw7f7j4Va,305922 +1,"RT @MagicJohnson: Pres. @BarackObama thank you for being a champion for clean energy, climate change and our environment. #FarewellObama",863556 +1,RT @apt1403: The internet reacts to Scott Pruitt’s ignorant denial that CO2 is driving climate change https://t.co/N8nVKjqwQU via @fusion,544249 +1,"RT @AquaCashmere: I was explaining global warming & pollution to my son yesterday he said, 'why don't we love earth? Why are we doing this?…",889431 +2,Al Gore’s new climate change movie arrives just in time.: … ’s traveling slide show on… https://t.co/ypVllrSFQh,72015 +-1,"RT @JennJacques: @AP It was 42 degrees this morning, calm down, climate change alarmists.",145256 +-1,"RT @pepesgrandma: If anyone watched the hearing on the EPA science behind global warming, there is none. +#globalwarming #EPA…",57069 +0,"RT @yottapoint: We should stop talking about how humans cause global warming & just focus on reversing global warming. + +(Sarcasm) https://t…",339028 +1,RT @AstroKatie: Governments of several world powers are failing us on climate change. We need to act without them if we want any hope for t…,732545 +1,RT @SenSanders: We have a president-elect who doesn't believe in climate change. Millions of people are going to have to say: Mr. T…,349967 +-1,RT @COLRICHARDKEMP: Of course @ProfBrianCox is right: there must be no dissent from the climate change religious doctrine - in case the…,203083 +1,RT @CharlesMichel: I condemn this brutal act against #ParisAccord @realDonaldTrump Leadership means fighting climate change together. Not f…,69848 +-1,@ldpsincomplejos a mí me abrió los ojos el documental 'the global warming swindle'. Gran documental.,743136 +-1,"@RT_com climate change rhetoric is made up by, paid for and brought to you by Soros. Money trails have been found.",839829 +1,"RT @BernieSanders: The stakes are enormously high. Literally, in terms of climate change, the future of the planet is at stake. https://t.c…",966685 +1,"RT @wwf_uk: Spot our #AprilFool? The #PolarBearSighting may not be real, but the threats to polar bears from climate change are…",840222 +1,@realDonaldTrump It's called global warming asshole.,153203 +1,"RT @sophiebadman: 'you awake?' +'yeah b you okay?' +'Yeah, just wanted to talk to you about the devastating effects of global warming o… ",561999 +-1,TODD STARNES: Hey NPR — Take your global warming nonsense about kids and blow it out your F-150 tailpipe… https://t.co/F7jCWNnasP,412713 +1,RT @AltNatParkSer: We're reaching out to international scientific agencies for their official positions on climate change. Every. voice. co…,200093 +1,RT @c40cities: 'Today we stand even more resolute and committed to the historic local-to-global effort to combat climate change.'…,653850 +1,"RT @ActualEPAFacts: Fact check: Scott Pruitt on climate change, AGAIN https://t.co/KFHfUqdq6V",505576 +-1,RT @PeculiarBaptist: Scott Pruitt is correct to question human activity as main cause of global warming. 'Consensus' argument is a joke. ht…,323925 +1,"RT @davecournoyer: As an Albertan who believes climate change is real & that a carbon tax is a sensible idea, I expect 2017 will be an inte…",92139 +1,"Stor ng carbon in soils of crop, frvzing & rangelands offers ag's highest poteqtpal source of climate change mitigation.",398201 +1,RT @greenpeaceusa: BREAKING: The EPA will 'stand down' on removing climate change from its website... for now. #ResistOften https://t.co/Fz…,810657 +1,"RT @kylegriffin1: Reminder: There's no evidence to support this claim. + +In fact, Trump has tweeted climate change skepticism 115 time…",221531 +0,Turdboys are the reason for climate change.,873430 +1,"RT @AssaadRazzouk: In the new new world, China lectures the United States about climate change and the importance of cooperation betwe…",881219 +0,ur mcm thinks climate change isn't real :/,640484 +1,Great article on how we should actually approach climate change. It isn’t just about facts - https://t.co/PTJwR1ZQWe @highcountrynews,941531 +1,"RT @AltNatParkSer: Sorry, Mr Trump + +That blue tick verifying your ID doesn't verify your belief that China invented global warming. Ev… ",786740 +0,Hayyyyy ������ this rain in Port Harcourt.. we haff not prepare for urban planning o! Talk less of climate change. Biko ��,447031 +1,RT @ConversationUS: Curbing climate change has a dollar value — here's how and why we measure it https://t.co/gfE8XSCaue https://t.co/w2r7C…,706075 +2,RT @guardian: An Inconvenient Sequel: Truth to Power review – another climate change lesson from Al Gore https://t.co/uT8XSdcpbE,455645 +1,"I'm cynical tonight. Let's admit it ... too few people really care about inmates, Blacks, Gays, Native rights, climate change, unborn babies",160881 +1,RT @ClimateCentral: The temperature spiral that went viral is one year old and shows that global warming isn't slowing down…,683917 +1,RT @globalprogress: Trump’s climate change order will undermine national security https://t.co/SKZmAyP2Af #DefendClimate,215399 +2,RT @thehill: EPA removes climate change page from website hours ahead of #climatemarch https://t.co/55HlqwQxJB https://t.co/dAzpkIAACl,407403 +0,@esquire I thought global warming was supposed to kill us in 50 years max.,549330 +1,RT @greenpeaceusa: Did you miss the premier of @LeoDiCaprio's climate change documentary #BeforeTheFlood yesterday? Catch up here >> https:…,816037 +1,RT @SenSanders: We don't need a Secretary of State whose company spent millions denying climate change and working to stop limits on carbon…,866181 +2,"Go west, young pine: US forests shifting with climate change .. https://t.co/y3chyvKeP2 #climatechange",251922 +1,China refusing challenge of being global leader on climate change - opportunity for #BrexitBritain to step in? https://t.co/afEB7cT6DO,143441 +2,Japan among worst performers in fighting climate change: Germanwatch https://t.co/qSzH07jx83,882809 +0,Would you like to add a quote to a press release about climate change? Share here: https://t.co/CRIXpLrNs7,983079 +2,RT @CCLsaltlake: @BillGates warns against denying #climate change https://t.co/Z5ISres57A @USATODAY https://t.co/1kZWRM7P15,815242 +0,"RT @joey_jyamooo: Legit smoking a port in a cut off, global warming isn't so bad.",233379 +2,RT @washingtonpost: What climate change has to do with the price of your lettuce https://t.co/pvtgJQuU6w,239271 +2,Rogue Nasa account fights Trump on climate change https://t.co/Hy1wYeAjj7 https://t.co/Am8bunEYc4,848575 +1,"RT @kikyowolf: It's June and feels like November. I want out of Canada. Also, climate change is a bitch.",301918 +0,RT @capcbristol: Will global warming impact on cold-related deaths? Come to Prof Richard Morris Inaugural Lecture…,490993 +1,RT @WorldResources: Tillerson’s hearing fails to assure the American public on #climate change https://t.co/YbW0GskcNu #ActOnClimate…,39999 +0,RT @NSERC_CRSNG: .@Sharmalab tracks climate change drivers from as far back as medieval era via @yorkuniversity…,182177 +2,RT @sciam: Suburbs are increasingly threatened by wildfires due to climate change https://t.co/jd1GNZg0mR https://t.co/uB1eNWLmb1,833686 +1,RT @joshtpm: Such funny debate abt whether Trump 'believes in' climate change. Real question is whether he's ever thought abt it. Answer is…,368354 +1,RT @BernieSanders: #ImVotingBecause the future of the planet is at stake. Hillary Clinton will combat climate change. Donald Trump thinks i…,359018 +1,"#climate change. Why I wear sandals and a light coat, in Canada, in January. 🇨🇦❄️☀️️ https://t.co/TbuM4jmYzr",463712 +1,"RT @adammanross: Should the US take climate change more seriously? Vote & Retweet + +#kellyanneMicrowave #Trumpcare #AllInwithBernie #ACA #R…",457717 +0,RT @greggiroux: House 185-234 also rejected amendment to strike provision in def. bill requiring report on how climate change affects milit…,90096 +2,Half the world's species failing to cope with global warming as Earth races towards its sixth mass extinction https://t.co/vRdGortUVF,262429 +2,RT @LeahBarclay: Five Pacific islands lost to rising seas as climate change hits https://t.co/xxKBTVP8Ad,94973 +1,Tell your Members of Congress: Condemn Trump. Say that Harvey is a climate change disaster. https://t.co/BdL3xRb1Lq,843928 +1,RT @LonGreenParty: And climate change. https://t.co/Wic7yunL38,254382 +0,"UniversityofNairobi(UoN)students picking ACTS, ICCA, CDNK publications: climate change, East Africa GreenClimateFu… https://t.co/IQnKMLbZ8P",129281 +2,RT @WorldfNature: Nevada climate change expert Redmond remembered as expert communicator - Las Vegas Review-Journal…,63438 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,359914 +0,RT @ShredMastrTevin: Quick Shout out to global warming for keeping yra boi warm in these winter months.,611043 +1,RT Annaleen: What's causing climate change in California? Find out arstechnica live tonight! https://t.co/lVkUarfRgc,898533 +1,"RT @SREnvironment: US Dept. of Agriculture avoids term 'climate change.' Unfortunately, climate change not fooled, continues to exist. htt…",254880 +1,RT @standaloneSA: Complaining about 'female privilege' because 'ladies drink free' is exactly as stupid as denying climate change because i…,845288 +2,RT @CNN: President-elect Donald Trump acknowledges 'some connectivity' between climate change and human activity…,874885 +2,"RT @nytimes: Museum trustee, a Trump donor, supports groups that deny climate change https://t.co/mbIlcDXMmC",720348 +1,RT @BernieSanders: 'The concept of global warming was created by and for the Chinese in order to make U.S. manufacturing non-competiti…,482952 +1,"If you really care about climate change, you should boycott the ridiculous Earth Hour stunt https://t.co/UmZpF6zXQp",801735 +1,"@AP @bannerite They will accept the fact of global warming, when DC or New York City are flooded.",38632 +1,This is an amazing development in the area of climate change research. Our scientist that have been studying the i… https://t.co/GQddlvI1Hj,435467 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,767692 +1,RT @ChicagosMayor: Chicago is doubling down against climate change. Today I signed an Executive Order committing our city to adopt…,961684 +1,RT @SOMEXlCAN: me in 20 years cause all these politicians are ignoring global warming https://t.co/BDd2rEzshP,594478 +1,RT @CNN: Playwright: Trump administration's willful denial of climate change and its attempts to silence art are related…,102923 +2,RT @circleofblue: Report urges Australia & New Zealand to open their doors to citizens of Pacific Island affected by climate change https:/…,271830 +1,RT @UN: The coming into force of #ParisAgreement ushered in a new dawn for global cooperation on climate change.…,175472 +2,"Depression, anxiety, PTSD: The mental impact of climate change - CNN https://t.co/Semr2hyi7m",514223 +1,"RT @BRANDONWARDELL: lena: my girl's a rider, progressive freedom fighter, going up against a dude who's a climate change denier + +me: i thin…",178944 +1,"RT @PunishPence: The entire world signed on to the Paris Accord, but Mike Pence thinks only the Left cares about climate change. + +https://t…",751392 +0,"RT @ConserveGuide: Trump Time - What's next for the environment? + +'That includes a promise to cancel billions of climate change spendi…",360351 +0,Sandstorms: Day II. Fuck father time's and mother nature's inbred offspring that is climate change.,118684 +1,RT @marie_sherlock: Great to be part of discussion on climate change action today with @AodhanORiordain @MayorMontague @joannatuffy…,43508 +2,What's Donald Trump's position on climate change? All of them. https://t.co/McA8LWsV9Z https://t.co/NMdo1vsfh6,889900 +1,@countmystars climate change is a problem,625953 +1,"RT @ajplus: 'You might as well not believe in gravity.' + +Leo slams climate change skeptics. https://t.co/kdzZbcZHCL",487225 +2,"On climate change, Scott Pruitt causes an uproar — and contradicts the EPA's own… https://t.co/bAdQuOhIjZ science",519097 +1,"RT @UN: #ParisAgreement on climate change is just the start. + +Climate action is unstoppable. + +Here is what the UN is doing: https://t.co/ro…",267389 +1,"RT @VanessaMezaa: conservative: global warming is a hoax +me: *provides credible sources confirming it's real* +conservative: ... thats ur op…",905883 +2,RT @AZPMnews: A new study shows climate change will have a bigger impact on the Colorado River than previously thought https://t.co/SjdVpeu…,385006 +2,RT @WSJ: California Governor Brown challenges Trump on climate change https://t.co/8HPcdCL6Xz,305987 +0,RT @ezralevant: The electric car 'charging stations' at the UN global warming conference are fake. They're not even connected to an…,258246 +1,RT @NatureGeosci: Now in NGeo: Long-term retreat of individual glaciers constitutes categorical evidence for climate change…,359269 +1,"RT @lizaCKNW980: @mikemchargue That's gutting. What's up next on the grade 4 agenda? World is flat, who needs vaccines and climate change i…",182466 +1,"cool, Taylor got her 'ass' grabbed, but I have better things to worry about like climate change, world hunger, droughts, etc.",706724 +2,RT @HenriBontenbal: Trump could face the ‘biggest trial of the century’ — over climate change: https://t.co/4TGB6QZN6l,811836 +2,RT @jaketapper: Tillerson testifies that the science behind climate change 'is not conclusive' re it being in any way man made,49866 +1,RT @heidihauf: Fantastic day inspired by ambitious Scottish Public Sector action on climate change @SSNscotland #ssnconf16,969839 +1,RT @Asher_Wolf: Who do you plan to charge over climate change? https://t.co/XhxjE0iTex,605818 +1,"RT @darren_cullen: The Uninhabitable Earth +Famine, economic collapse, a sun that cooks us: What climate change could wreak - sooner...…",957439 +1,@_u_r_n @tlhenson823 @KORANISBURNING Science denial..on climate change..are you sure u wanna go there..you'll loose… https://t.co/lHFZ7RScB4,519379 +1,"RT @davidsirota: The best way to address inequality, a healthcare crisis, poverty & climate change is to label people Bernie Bros. Also war…",621539 +2,Plan to meet or exceed Canada's 2030 climate change target to be signed on Friday https://t.co/75LxgQw1qA https://t.co/hNINCfrd0X,875589 +2,RT @CleanAirMoms: Reading: Guardian Michael Bloomberg to world leaders: ignore Trump on climate change https://t.co/R1i5zvkEAC,160275 +2,RT @HillaryNewss: Scott Walker's Wisconsin continues to scrub its websites of climate change mentions https://t.co/OIyFgSZWKr https://t.co/…,930315 +1,"How to address climate change: cut holidays, sell the car and don't have as many children, say scientists https://t.co/YZU036OHAf",368963 +0,@sallykohn That doesn't show climate change at all. In fact no single weather event can. You seem not to understand science.,750617 +1,don't worry climate change is a hoax tho https://t.co/dyddsJFRgJ,685828 +2,"RT @thejournal_ie: New US environment chief questions carbon link to global warming +https://t.co/AZsXMGu2Vj",428582 +2,RT @Slate: Trump can’t stop corporate America from fighting climate change: https://t.co/kzjle6DPWj https://t.co/9yYYcd38jN,409011 +2,RT @MyronDewey: Scientists issue ‘apocalyptic’ warning about climate change https://t.co/V6wwHHW0Ay,170586 +1,"RT @KamalaHarris: I stand with @JerryBrownGov in saying that California will not back down on climate change. +https://t.co/xP8Y6eSmyx",863930 +1,"RT @UN: If properly managed, climate change action can lead to more and better jobs. @ILO info: https://t.co/o6Mgxasjkq…",279646 +1,"RT @LeoDiCaprio: Want to stop climate change, @UWM? See #BeforeTheFlood at your University #BeforeYouVote. +https://t.co/ubMubJMbkv",326745 +-1,RT @realDonaldTrump: The global warming we should be worried about is the global warming caused by NUCLEAR WEAPONS in the hands of crazy or…,955776 +-1,"RT @EcoSenseNow: My letter on climate change in the Boston Globe today +https://t.co/0agi94roZY +' house of cards is falling'",69876 +1,RT @JesusGuerreroH: Devastating images of what climate change looks like around the world https://t.co/tvJUmPeAb9,27627 +0,"RT @ULTRAVlOLENCE: Interviewer: 'What do you think about global warming?' +Melania Trump: 'Hello... He's kind he's strong, he's a great... c…",962047 +0,RT @sunlorrie: I've never seen a government get away with as much as Trudeau's does on climate change. Most of what it says is abs…,383955 +1,RT @Tomleewalker: you voted for a family of hunters who don't believe in climate change,380921 +1,"@CreditSurplus it'll fight climate change, more people actually working jobs they want. https://t.co/XV8KqHG3NH",256877 +1,"How to make an outdoor woman go 😍: +1. Speak up about climate change +2. Call your senators +3. Art from @WylderGoods… https://t.co/iVn3g8RKJJ",432749 +2,"RT @Slate: At Exxon, Tillerson allegedly used a hidden alias email to discuss climate change: https://t.co/fu6UZKE1ne https://t.co/Nf5sW27X…",369008 +2,Canadians are less concerned now with climate change. Their views line up with their political support. https://t.co/2vCODQiUDV,527983 +2,"RT @Dodo_Tribe: CLIMATE CHANGE: Warming ponds can release Methane- +will have catastrophic effects on climate change, study shows… ",276757 +2,RT @americamag: Pope Francis and Patriarch Bartholomew urgently appeal for global action on climate change: https://t.co/2DLMClGc91 https:/…,542111 +1,My stepdad just 100% denied climate change and I'm FUCKED UP,534901 +2,RT @NYTScience: President Trump has made climate change denialism into official American policy https://t.co/qese095c8b,901115 +1,You'd think cheeto puppet man would be more concerned about global warming given mar a lago's future underwater location,340339 +0,RT @stephenlautens: The Rebel caught lying about journalists and climate change? That's so out of character. https://t.co/9MaLl7no1K Thx @a…,52571 +0,Gotta be a cause of global warming though https://t.co/SJuApaBXlY,572092 +-1,"RT @SteveSGoddard: If you still believe the global warming scam after reading this post, then you are an idiot. +https://t.co/Vo4w4r4DGL htt…",940394 +2,"Tillerson used alias email acct to discuss climate change issues at Exxon https://t.co/ULHHIdeH8k https://t.co/RDJ4gjjhjj +HILLARY TILLERSON",906886 +1,"“Aside from climate change, this reinvention of work is the most wicked problem facing humanity” https://t.co/Av1zeEgnu0 #futureofwork #jobs",820636 +2,David Attenborough on climate change: 'The world will be transformed' – video' https://t.co/aQ0PLMyRqe,176146 +1,RT @ayushibanerjeee: if climate change isn't real then explain why my city is on fire @realDonaldTrump,280219 +1,RT @BernieSanders: 'The concept of global warming was created by and for the Chinese in order to make U.S. manufacturing non-competiti…,616793 +0,"#EarthDay +Don't forget that the earth is to be burnt up at the coming again of Jesus Christ: climate change as you've never seen it...!",413788 +0,"@AQUILOGY took me a while to get to this, thanks so much. scary how 'climate change' has sort of lost its sexiness in the media meanwhile...",211785 +-1,if climate change is real why am i so FUCKING cold right now,255070 +2,"RT @Adweek: White House website scrubbed of LGBT, climate change, healthcare and civil rights mentions: https://t.co/K4u8nGXRzw https://t.c…",989978 +1,RT @AntonioParis: Texas is experiencing its third ‘500-year’ flood in 3 years. Bad luck or climate change? What do you think? https://t.co/…,697253 +-1,@MarkRuffalo @dailykos hes a climate change advocate lol. Gorsuch will be confirmed and you will lose again.,875275 +2,RT @seattletimes: How Capt. James Cook’s intricate 1778 records reveal global warming today in Arctic: https://t.co/xmw9KKwWrh (via…,383070 +1,"@decathlonsport, I'lltake Rahul Gandhi so he can see global warming effected mountains so he can play role in opposition for their bettermnt",772814 +1,RT @ichizoba: Trump doesn't believe in climate change so it's up to us Africans to keep recycling ice cream containers for stew to keep the…,303197 +1,RT @Seeker: Humans are contributing to climate change whether people agree or not. https://t.co/KBXEtBxEQh,696194 +2,RT @NRDC: Trump’s defense chief cited climate change as national security challenge. https://t.co/CoGUkzGxoI via @sciam,572375 +0,Lol they said we should stop eating beef because of global warming. I beg come again,490022 +-1,"@NewScienceWrld The really big climate change will be the one from nuclear war, which is far more likely after 8 years of cowardice by POTUS",383739 +2,RT @FRANCE24: Obama speaks out about climate change as G7 pressure Trump to honour Paris pact https://t.co/EJb6EGp0FA https://t.co/6z8fzS99…,320830 +1,RT @SenSanders: Today on the podcast: I talk to @algore about his new film and the fight to combat climate change. https://t.co/T1OuMlOXz0,841402 +-1,"Barack Obama, Narendra Modi, other leaders duped by manipulated global warming data https://t.co/QkyoDLtTMv https://t.co/nhoNxhjvrY",734435 +-1,@jnow28 @washingtonpost @PostEverything Conservatives don't deny climate change. They question the part of how much… https://t.co/tMSn1fyFVO,206587 +1,@EPAScottPruitt how stupid are you? or how much have you been paid to say CO2 doesn't cause global warming?,427822 +1,We won’t avoid dangerous climate change. That’s what the US decided last night. There’s no point pretending otherwise.',964410 +1,Mercury hitting 43° in Lahore. This climate change is real,542841 +1,Does @JoshFrydenberg agree global warming is accelerating? Will he put climate target in NEM objectives so energy delivered consistently?,884161 +-1,RT @GajaPolicy: Global warmists brace for snow dump on climate change narrative https://t.co/HcuwYRuhTA https://t.co/BMv91WERye,14989 +2,RT @RAKingham: How disastrous would climate change be for peace and security? | ABC Radio Australia https://t.co/OVFiO3pxtg via @sharethis,278410 +1,RT @grist: Trump’s win is a deadly threat to stopping climate change https://t.co/KAjSF2fTPO https://t.co/SXIJvRL2Qq,64203 +-1,"RT @TEN_GOP: 7 more dead in London because of climate change. Oh wait, nope, it's Islamic terrorism again. +#LondonAttacks https://t.co/PUqc…",658380 +-1,@LeahRBoss say what? That makes global warming just more fake news doesn't it ..,798466 +1,RT @PPICnotes: Most Californians—as well as adults nationwide—say global warming is already having an impact…,114661 +1,RT @CAROWHINE: FL voted for Marco Rubio who doesn't believe in global warming.. y'all the first damn place to go once the ice caps melt but…,613721 +2,GdnDevelopment: App for all seasons could dampen effects of climate change in Mozambique https://t.co/ylnIxuvKm2,135058 +1,"If you get a chance over next 3 days go see @tynesidecinema great Gimme Shelter Festival about climate change, migr… https://t.co/m3A0srMvez",872242 +1,RT @katalina_foster: I just wrote a paper on climate change & how do u not believe in this ppl!!!¡¡!¡,213344 +-1,RT @ClimateDepot: Climatologist Dr. Judith Curry: 'Anyone blaming Harvey on global warming doesn’t have a leg to stand on' https://t.co/pb6…,5224 +-1,"RT @LCARS_24: The concept of global warming was created by and for the Chinese, to make U.S. manufacturing noncompetitive. +--Donald J. Tru…",797470 +1,The internet reacts to Scott Pruitt’s ignorant denial that CO2 is driving climate change: https://t.co/aDf2PZXlpI https://t.co/DTEFJng3Da,277234 +1,I'm sorry @POTUS @realDonaldTrump but if you think you are going to end policies that prevent climate change you are 'WRONG'!,360636 +0,Do y'all believe in global warming?,89713 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,312856 +0,"RT @wildIifeSAFAri: You: How do you feel about global warming and energy conservation? + +Me, an intellectual: The mitochondria is the power…",950068 +1,RT @ClimateReality: Humans aren’t just driving climate change — we’re also making our oceans more acidic. That’s a big deal…,690402 +0,"Physics, cool pictures, Star Wars, the office, Neil deGrasse Tyson, and climate change are pretty much all I tweet/RT about",852129 +1,RT @averystonich: Melting sea ice and climate change... Are North Pole Expeditions a Thing of the Past? My latest for @ngadventure: https:/…,492754 +0,RT @DianeJamesMEP: #EU member states ripped off climate change policy instruments and pocketed 600 million. #BrokenSystem https://t.co/V3Vv…,623912 +1,"Impressively punchy @CNN piece on species extinction from climate change, pollution, agriculture. https://t.co/AhLIGBIROp",907492 +1,This is the other way that Trump could worsen global warming https://t.co/A2CdxENrU0 #Washington_Post #America #NEWS https://t.co/X8C7hXa5HG,406068 +1,RT @CNN: No snow where there should be. Bleached anemones. Cracks in the ice. This is what climate change looks like:…,615733 +1,"RT @Johngcole: Scientist: The eclipse will be just like this... +People: Wow, you were right. +Scientist: Now about climate change +People: S…",128609 +-1,"RT @realDonaldTrump: It's freezing outside, where the hell is 'global warming'??",813525 +0,@SarahNourse @mattdurrer What are your thoughts on global warming? #sarahmakethisvideo,224729 +0,"Trump, a shocked Vatican, and ‘papal’ climate change https://t.co/8uw661mxZy",43143 +0,RT @michaelhallida4: Malcolm Roberts - 'CSIRO have provided 0 empirical evidence on climate change' Journalist - 'Do you believe in God Sen…,294719 +1,RT @1followernodad: Cut out beef & cheese at the very least. Donate to climate change orgs. Reduce your impact. https://t.co/UXmftxepKY,922007 +1,Talk number 2 on the effect of climate change on estuary fish. Interesting research Julia! @juliabrueg #UoMscicomm,362769 +1,@IvankaTrump - so much for making climate change a signature issue. Your dad just put all of us on the wrong side of history. #noPruitt,177571 +1,The biggest risk to African growth is climate change.' - Paul Polman. Image via @villageclimate #climatechange… https://t.co/gGZUlo6Km0,917085 +1,"RT @ChristopherNFox: Dear everyone concerned about tackling #climate change post-Trump win - Don't mourn, organize! As Obama said: 'Show up…",715572 +0,@MattBevin Do you believe in climate change?,893927 +0,"RT @RBReich: I'm often told that climate change is a middle-class issue, and the poor care more about jobs and wages. The... https://t.co/9…",695627 +2,How can we trust global warming scientists asks David Rose https://t.co/yiRmLK4ap2 #FakeNewsMedia,280658 +1,RT @nickvelazquez1: But I thought climate change wasn't a real thing and science is fake? https://t.co/IHFXFB7ccg,824924 +2,"@wef: Many young people fear climate change and poverty, as much as they fear terrorism https://t.co/eCJAy5Jg3K https://t.co/8mZi2K271b'",958917 +2,RT @docrocktex26: Scott Pruitt’s office deluged with angry callers after he questions the science of global warming https://t.co/HBhvIYgL1T,289458 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,737634 +1,"@aliamjadrizvi You know the whole climate change debate isn't just about a rejection of evidence, but what the action to take should be.",414576 +1,"RT @SafetyPinDaily: 'A big box of crazy': Trump aides struggle under climate change questioning | By @MartinPengelly +https://t.co/yiEmRpIXw0",574046 +1,@andyserling That's right. Aqueduct has an indoor studio. With climate change we can expect more aberrations at Belmont in the future.,212582 +2,RT @EW: Frozen star Kristen Bell sings a song about climate change for Netflix doc https://t.co/FzuqOqrRkn,654566 +1,"RT @EcoInternet3: Would you have kids, given #climate change?: KUOW https://t.co/qFPagx1p6p #environment More: https://t.co/sKIZdxI5vy",185902 +2,"Year-in-review: Fires, climate change and oil round out Canada's top five energy stories of 2016 https://t.co/LpBQG7OwBN via @ipoliticsca",422636 +2,RT @GuardianUS: Top US coal boss Robert Murray: 'We do not have a climate change problem' https://t.co/JanMVnjbvD,163669 +1,"RT @matthewshirts: Donald Trump isn't the end of the world, but climate change may be https://t.co/cf1k4F3DkE via @smh",746872 +1,@LACreoleman @Shareblue @KailiJoy His views on climate change have already insulted Antartica.,814023 +1,#OtherUsesForDeadBodies Stack around your home to hold back rising sea levels due to global warming. https://t.co/JyTUy0Tr8J,590270 +1,Find out which resilient cities are fighting back against climate change & how we can create sustainable communitie… https://t.co/N7pRg3eSpZ,47129 +0,RT @killmefam: because of global warming boobs are going ixtinct,39595 +0,Postingan ini mengajarkan jika es dikutub meleleh bukan karena global warming tapi karena cowok cuek tiba-tiba... https://t.co/HwrbBdJDHS,635245 +1,RT @termiteking: And people who know climate change exists but do the bare minimum or nothing at all to slow it https://t.co/AyYTdFRZtj,967119 +2,How climate change may drive extreme weather - https://t.co/Nk76rN3Irs.. Related Articles: https://t.co/qn347Ia49c https://t.co/l9HOZSZ8DX,338028 +1,"RT @HSSocialMedia: #Fake statement: Trump says 'nobody really knows' if climate change is real https://t.co/t8E1rCb065 Yea, we do.",407763 +2,The CDC's canceled climate change meeting is back on — without the CDC https://t.co/eUQJpxQjsD,400426 +1,"RT @altUSEPA: SCOTUS: The harms associated with climate change are serious and well recognized. +https://t.co/Z0OS3LHNB6",644855 +1,"RT @janpaulvansoest: Fasten Seatbelts: Here's what it takes to limit global warming to 2 degrees, the Paris Climate Agreement Goal. https:…",683445 +1,The Vita Green Impact Fund is exactly the right investment vehicle for #SDGs & climate change mitigation https://t.co/FgvujJdfjU,11007 +0,If Donald trump wins the presidency & hell actually freezes over he'd probably just be like 'I told you global warming was a hoax' #Vote2016,804621 +2,"Federal scientist cooked climate change books ahead of Obama presentation, whistle blower charges via the @FoxNews https://t.co/051VyOiKTt",824095 +1,RT @Fredday95: can scientists focus on like global warming and jet packs instead of trying to convince us dogs aren't our friends,607769 +0,RT @KateAronoff: I can't wait for Elon and Ivanka Trump to solve climate change by empowering women to work 16 hour shifts building…,177839 +0,RT @COP22: In 4 days the most ambitious climate change agreement in history enters into force. Have you read #ParisAgreement?…,407156 +1,Fight corruption to fight climate change https://t.co/nCaCUn4TFk,539035 +1,Malcolm Turnbull must address the health risks of climate change | Michael Marmot - The Guardian https://t.co/ruezAl5q1l via @nuzzel,985743 +0,global warming save me,798697 +2,"RT @AlrightTV: Grizzly bears go vegetarian due to climate change, choosing berries over salmon' | via @telegraph https://t.co/hw7dO8OlFs",853941 +0,@ABC7Chicago climate change is good???,838496 +1,Trump...u r now living in a beautiful planet called earth. U do realize about climate change right? So wth r u doin?,999337 +-1,Harold J. Satterfield explains Democrat logic & global warming / climate change. https://t.co/vhjJ1hBcFe,989643 +1,"RT @ProfTyndall: All I did in 1859 was establish the physical basis of the Greenhouse Effect, weather & climate change https://t.co/BETMueU…",656367 +1,@paulkrugman The science of global warming is settled.,222056 +1,I just joined @NatGeoChannel @21CF in combating climate change. Take action #BeforeTheFlood https://t.co/9Pt0BmDfNl,33750 +1,"Before you form an informed an opinion on climate change, look it up yourself, from good sources! https://t.co/roKa2JwYxt",899948 +2,"Paris climate change deal becomes international law. +https://t.co/VDuroPSkhF",960168 +0,Denying climate change is fighting to . Our Supreme Court. Editorial boards across the successes of health insurance.',437029 +2,RT @washingtonpost: Top download from any federal site right now is Park Service report on climate change https://t.co/v90orihg5C,396837 +1,RT @scottzolak: This global warming sucks,780101 +1,RT @mikalawalker: And y'all still don't think global warming exists?????? https://t.co/jCZwN2U4d3,892139 +1,RT @AndrewBuncombe: India and China now taking up climate change leadership Trump has ceded https://t.co/avCcXPbDA0,430474 +2,"RT @AP_Politics: Former VP Gore, a leading voice on climate change, says talk with Trump 'productive' +https://t.co/osoiD18VJB",143748 +1,RT @iansomerhalder: Speaking of climate change-TONIGHT Is another killer episode of @YEARSofLIVING ! 10/9c on @NatGeoChannel https://t.co/T…,16882 +1,RT @mishacollins: Good point! @realdonaldtrump IS the candidate who might end global warming by bringing us nuclear winter. DON'T BE…,633913 +2,Perils of global warming could sink coastal real-estate markets https://t.co/zmjASuBXxs,84212 +-1,@neiltyson LOOOOOOL. Claiming climate change (due to human co2) is scientific is the most laughable thing to ever come about.,489141 +1,"So... do people who don't believe in climate change just... think NASA is wrong??? +I mean...it's NASA we are talking about. +The. NASA.",242842 +2,RT @africarenewal: #Africa will meet only only 13% of its food needs by 2050 because of climate change @africarenewal explains…,45595 +2,"Trump and Merkel to talk NATO, Ukraine and climate change - Deutsche Welle https://t.co/YrbKFmmCpC",645763 +0,wow... epekto ng climate change siguro... https://t.co/5daBmdYeyH,631611 +1,A supercomputer in coal country is analyzing #climate change #EuroTimes https://t.co/ynvlJ5wzid,805697 +1,"RT @matthaig1: People who disagree with global warming because, say, it's snowing must really wonder how planes fly if gravity works.",815044 +0,Is climate change just a hoax? Who knows.,181914 +-1,"RT @Longshoreman20: Ah the Intellectual Elites. They know best! +World leaders duped by manipulated global warming data https://t.co/aNNAj4v…",886762 +-1,@DRUDGE_REPORT 'Trump veers off script on climate change.' It's just one reversal after another. Alt right are suckers. Trump = Obama 2.0,106644 +2,"RT @prashantrao: Despite its climate change goals, China is pushing to dig more coal https://t.co/LwHYbqCWus",128354 +1,RT @SethMacFarlane: HRC proposes installing half a billion solar panels by the end of her first term. Trump thinks climate change is a hoax…,501621 +1,RT @RepLoisFrankel: #Floridians know the impact of climate change - it's real & happening now. Hope @POTUS takes this report seriously http…,594640 +1,Cartoon: If the media covered climate change the way it covers Hillary's email https://t.co/SjzTuoGEVJ,988110 +1,@dlomax77 @mattyglesias @perrymj Might need it to shore up against flooding from climate change.,35216 +0,Lol love this: climate change's a threat to Mattis bc it'll make terrorizing the mideast to secure US oil assets a… https://t.co/6c4JZD4W8x,847700 +0,@Pinetree1772 must be global warming,524659 +2,Seth Meyers drills Donald Trump and Cabinet on climate change https://t.co/KxYsQeBwBj # via @HuffPostComedy,634628 +1,Human-caused global warming contributed strongly to record 'snow drought' across the westernmost U.S. in 2015 https://t.co/cwjgE8FGvc,789802 +2,RT @TIME: Pope Francis gave President Trump a copy of his encyclical on climate change https://t.co/zl5f1L3m7X,222960 +1,Katharine Hayhoe dropping some serious truth about human caused climate change and how our political views shape... https://t.co/mHUVQhcaZG,438339 +0,How hot are you on global warming? Try our climate change quiz https://t.co/u1MmvDRxI6,857533 +1,@realDonaldTrump @fema @DHSgov Rising sea levels make hurricanes more destructive so addressing climate change would be a good start.,365585 +1,"RT @erikaheidewald: Our brains can't comprehend a threat as big as climate change, so we keep squabbling amongst ourselves as the earth gro…",485678 +1,How many people will your lying about climate change kill? https://t.co/btkSTVlGmH,485794 +1,RT @jwag19: Can't tell if it's 91 degrees in November because of global warming or because America is burning in Hell,484258 +1,"Front page of @nytimes. I don't like to get too political but sorry, climate change is not a hoax. https://t.co/EMIXQhPWPC",759275 +2,Satellites help scientists see forests for the trees amid climate change https://t.co/WQVSXAmmOL via @physorg_com,728861 +2,Trump's climate change shift is really about killing the international order https://t.co/s6JWa4Oaya,394339 +1,"If humanity wakes up and survives climate change, Trump's deserved legacy will be the exact opposite of his own deluded sense of self.",718419 +1,LRT lil man shredded climate change deniers and roasted the potus in less than 45 seconds ������,886099 +2,RT @OfficialJoelF: Miami could be underwater by 2100 due to climate change https://t.co/32RaAoeyTN,260626 +1,RT @ChristopherNFox: Archived Obama White House #climate change website lives on here: https://t.co/6rzeEFBZkj #ActOnClimate,959249 +2,Texas AG Ken Paxton sides with ExxonMobil in climate change case - Austin American-Statesman https://t.co/YMRBQgcl4b,383953 +-1,"If global warming is real, then why is it snowing in mid April? Checkmate atheists!",77904 +2,RT @highlyanne: US Department of Energy asking grant recipients to remove 'climate change' and 'global warming' from abstracts. https://t.c…,592713 +0,RT @michaelhallida4: Malcolm Roberts - 'CSIRO have provided 0 empirical evidence on climate change' Journalist - 'Do you believe in God Sen…,509935 +1,"RT @acaaiberri: ps: it's global climate change, not global warming, some areas experience cooling & it still does harm",44961 +0,"@Austan_Goolsbee Please get real about climate change. Study the facts, and no, your not a good scientist",156788 +1,@EPAScottPruitt You have zero science knowledge but think you can dispute carbon dioxide's role in climate change? #zerospine #unqualified,49596 +2,RT @nobby15: Arctic ice melt could trigger uncontrollable climate change at global level https://t.co/7BkZZEe1wI,317195 +2,RT @EcoInternet3: Biskupski joins U.S. mayors asking #Trump not to obstruct efforts on #climate change: Salt Lake Tribune https://t.co/2Kmt…,253580 +-1,RT @JackPosobiec: EU leaders just spent a week lecturing Trump that climate change is a bigger threat than ISIS,925541 +1,"RT @katesictibet: #Tibet is driver +amplifier of global warming, effect more pronounced than at S and N Poles @chellaney @DhardonSharling",996470 +2,Man-made global warming makes droughts and floods more likely #engadget https://t.co/onUqq11FD7 https://t.co/41vzfGg8S1,720382 +1,How we know that climate change is happening—and that humans are causing it https://t.co/rXFB4R2f3Y https://t.co/zWb5wv8DmL,996491 +1,RT @GuardianAus: Why I decided to write a novel about catastrophic climate change for teenagers | James Bradley https://t.co/r5QxW2xZ55,442911 +1,Global climate change action 'unstoppable' despite Trump https://t.co/JcOKfRGSgH #AGENDA21 #SUSTAINABILITY,656429 +1,.@EPAScottPruitt in 1965 LBJ recognized the threat of man-made CO2 in climate change. How can you not now? https://t.co/4E9Gqdx3im,314828 +1,RT @fusiontv: These mayors from around the U.S. are taking a strong stance to fight climate change. #TheFeed https://t.co/O2iiURXMla,164569 +2,Cloudy feedback on global warming https://t.co/XV2FLoVqRo,364113 +1,when ur enjoying the nice weather but at the same time u know it's just bc of global warming https://t.co/ricLIB1Xkh,631797 +1,RT @wmilam: THIS. Dealing with the inevitable global disaster of climate change should be humanity's #1 priority. Trump denies…,925840 +2,KCCA receives sh3.6b for climate change plan-https://t.co/Pm0x4gCeCx https://t.co/GkYeRbBLaW',986632 +-1,RT @roycan79: FORKED-TONGUE: Candidate Jill Stein 'My AG will prosecute Exxon for lying to the world about climate change.' She i…,984334 +-1,RT @BigJoeBastardi: Apparently human induced climate change is trying to trick you into believing its natural cause it resembles reversals…,313770 +1,How global warming leads to slower snowmelt—and why that's a problem - Science Magazine https://t.co/MeEdMsogdp - #GlobalWarming,995652 +1,"RT @UN: If properly managed, climate change action can lead to more and better jobs. @ILO info: https://t.co/o6Mgxasjkq…",606616 +1,"RT @JosephKahn: Hey kids, global warming is real. You're going to fucking die. Bye.",898133 +2,Mark Carney: firms must come clean on exposure to climate change risks https://t.co/gnN28tL0IM #Business https://t.co/0uT3Oz9uwS,233275 +2,"Depression, anxiety, PTSD: The mental impact of climate change https://t.co/53uqF5c8jo https://t.co/IvI34oF6Sx",478394 +1,"My usual concerns: climate change, sustainability, preservation and archaeology. Now: Holocaust and civil war prevention. #notinmycountry",34600 +1,RT @ObscureGent: A climate change denier announced as head of the EPA. https://t.co/oogsMrScI6,128590 +2,RT @ClimateChangRR: The past tells us Greenland's ice sheet is vulnerable to global warming https://t.co/rEAiqtISXe https://t.co/p0U6ejDDWO,316885 +2,"RT @NYTScience: Exxon Mobil has turned on the Rockefeller family, which founded the company, over climate change https://t.co/O6hr04X9Xn",703877 +1,"RT @KamalaHarris: I stand with @JerryBrownGov in saying that California will not back down on climate change. +https://t.co/xP8Y6eSmyx",195951 +1,"RT @JoelRDodd: I worry that people think that climate change is something that happens and then it's over, like some sort of disaster movie.",320835 +1,"RT @katelunau: Normally I veer away from personal stuff, but today I wrote about reconciling parenthood & climate change: https://t.co/MIQJ…",340854 +-1,RT @joncomulada: Me looking for scientists that got rich by propagating the idea of climate change. https://t.co/NQ03qTHaVf,471122 +0,RT @KanteFacts_: Kante's heat map for this season has accelerated global warming by 10 years. #KanteFacts,275136 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,73874 +0,"RT @reallyyBecky: No but Ozone and global warming and stuff. + +https://t.co/WRcBCcz7yi + + #tuesdaythought https://t.co/R0xytDe7wv",582984 +1,RT @GoogleFacts: This photo by Kerstin Langenberger shows how polar bears are being affected by climate change. https://t.co/RUawmbsrvo,708487 +0,@_BabyKhai In all seriousness. Them hoes adapting and it's not hard for them because of global warming 😭😂,891222 +2,"RT @cnni: In a speech in Montreal, former US President Obama addressed the issues of climate change, populism and propaganda…",776056 +1,"RT @NYMag: If elected, Donald Trump would unleash catastrophic, runaway climate change, writes @jonathanchait https://t.co/1gPnH8PTQs",945020 +1,@POTUS global warming is affecting recruiting https://t.co/XnjPpPsXfe,527178 +1,RT @MikeRMatheson: @EdKrassen @realDonaldTrump He is a climate change denier everyone!! Do NOT forget that!!! ‼️‼️,90969 +-1,"Obama blames ISIS on climate change, guns & George Bush. + +If we could all just follow his model in Chicago.... + +#ObamaLegacy",241589 +1,Eight photographers discuss the effects of climate change and why we should protect our planet https://t.co/edVFIv8mVQ,839595 +0,"ME: Inciting political violence is bad. + +THIS DUDE: lol you care about climate change! https://t.co/blDTNYuT4K",885746 +1,"@notaxation Clinton would've been a shot in the foot. Trump is a shot in the head. +On climate change alone devastating beyond comprehension.",890907 +1,RT @ClimateReality: Why should you care about climate change? The real question is: Why shouldn’t you care about climate change?…,427949 +-1,"@SteveFirescobb You're not the first. As a matter of fact, all I've EVER heard linking man to climate change are alternate facts.",836805 +0,"RT @jason_walker24: @BuffTheBill 'Donald what are your thoughts on global warming' + +'Well I..' + +'IT DOESNT MATTER WHAT YOUR THOUGHTS ARE'",524993 +1,#IntriguingRead: Shell made a film about climate change in 1991 (then neglected to heed its own warning) https://t.co/2arIOouGCA,400330 +1,RT @LaurenGaffney: @drinaldi09 global warming is real !1!!1!1!1,40001 +1,RT @BernieSanders: #ImVotingBecause the future of the planet is at stake. Hillary Clinton will combat climate change. Donald Trump thinks i…,827895 +-1,"RT @RyanMaue: Just wait until next week, Sally. You'll be begging for some 'global warming' https://t.co/1hVIulcqGy",194330 +2,Farmers in #Zimbabwe are adapting to climate change with new maize varieties https://t.co/gWzbhPZfml via @dwnews,605339 +1,RT @SenSanders: We have a president-elect who doesn't believe in climate change. Millions of people are going to have to say: Mr. T…,187586 +1,RT @sciam: Q&A: Why it makes business sense for Trump to tackle global warming https://t.co/V2PysFRXQ9 https://t.co/Q4xQUXjife,223384 +0,@VNGiapaganda @RedKahina @lstwhl to climate change than grain-fed. They require much more space and live for longer per cow & are smaller.,856324 +1,Denying climate change is denying scientific authority - wonder what impacts this has on liability of deniers https://t.co/nbUk4FHEmZ,427286 +1,"If you're looking for good news about climate change, this is about the best there is right now - Washington Post … https://t.co/NdX20ZYDDB",773417 +1,RT @RachaDawg: When people are convinced that climate change isn't real & global warming is a conspiracy theory lol https://t.co/NYeZTAAVUb,610935 +2,"RT @SafetyPinDaily: At G-20, world aligns against Trump policies ranging from free trade to climate change | Via @washingtonpost +https://t.…",928383 +1,"RT @AndrewGillum: ICYMI: During my interview w/ @WMFEOrlando, we talked climate change, healthcare, education, & good jobs for FL. +https://…",285088 +1,"RT @chrislhayes: Before ppl in the US feel the worst effects of climate change, the world's poorest and most vulnerable will. https://t.co/…",949875 +1,RT @ZosteraR: The ocean is losing its breath – and climate change is making it worse https://t.co/w0mzbdwYtj #oceanpessimism,490997 +1,Due to climate change concerns I will not be performing at the Trump inauguration. 🦄,558021 +1,Counterintuitive: Global hydropower boom will add to climate change https://t.co/wvZcQfoZUZ,536071 +-1,(1/2) Sydney has ONE hot night (yes a BOM record) & couple hot days & it's 'global warming'. YET overlooked is the COOL spring/Dec so far.,797296 +0,RT @DebraMessing: #AlGore & climate change https://t.co/C5POR7dDnJ,713988 +1,RT @WIRED: The $280 billion a year coastal cities are spending on climate change is propelling some ingenious engineering https://t.co/2ld5…,468512 +2,RT @BelugaSolar: Donald Trump actually has very little control over green energy and climate change https://t.co/cKamQurLWC,90276 +1,Now! https://t.co/XZIiWxvQXy Al Gore calls on the American people to fight climate change: https://t.co/xRlSWIIoco #bestbuy #job #np #musi…,681580 +2,"#IndianExpress �� Study claims over 59,000 farmer suicides linked to climate change in India, writes sowmiyashok | https://t.co/VhOznVnZyJ",863298 +1,Here's @chrisasolomon for @outsidemagazine on 'poetry of fact' and climate change—my latest annotation @niemanstory: https://t.co/JKmCLnVMKC,262334 +0,"RT @f_talmon: The three-minute story of 800,000 years of climate change with a sting in the tail https://t.co/899yGIRSSU https://t.co/A0UqS…",761688 +-1,World leaders duped by manipulated global warming data https://t.co/HPuVxVsHmx via @MailOnline,474484 +2,Google's Earth Day doodle sends an urgent message about climate change https://t.co/fdApHHB1lF by #TIME via @c0nvey,453626 +1,RT @SenSanders: We have a president-elect who doesn't believe in climate change. Millions of people are going to have to say: Mr. T…,893020 +2,Is it O.K. to tinker with the environment to fight climate change? Not everyone thinks so. https://t.co/PFArHo8P1y,158250 +0,@MimiJungKING5 in your face climate change,325774 +1,If you can't see the symmetry between climate change and systemic violence against marginalized communities it's because you decide not to,987394 +0,RT @Dannity12: @immigrant_legal Bloomberg talking climate change. ������������������,976623 +1,RT @pablorodas: Why do you think there are still many climate change deniers in the world... despite almost all scientists agree? Which is…,93638 +2,"RT @AJEnglish: 'Whether you believe in climate change or not, the law of physics will continue to work & ice will continue to melt… ",918517 +1,RT @Oxfam: A stark reminder of why we need action on climate change: https://t.co/UxpgTiC0ww #ClimateMarch #WhyIMarch https://t.co/i3sKi3qX…,588494 +1,RT @SenSanders: We have a president-elect who doesn't believe in climate change. Millions of people are going to have to say: Mr. T…,561559 +1,RT @og_mr_d: Before the Flood wasn't perfect documentary but it got the message right: America isn't doing enough to fight climate change #…,39846 +0,100 most popular slogans on climate change https://t.co/Cg3EMPYESA #climatechange2,317217 +0,Harry is coming up with a tweet about the dangers of global warming,890432 +-1,RT @lauracorella138: Honestly shut the fuck up about 'climate change'. Like you fucks really give a shit. Stop fronting.,999007 +0,RT @CheyenneClimate: cclconservative: Pres Trump's choice for Chair of Counsel of Econ. Advisors brings another climate change and CF&D… ht…,810123 +2,RT @crampell: NY AG says Tillerson used alias email to discuss climate change. 'Wayne Tracker.' https://t.co/Enw7fURRZ8,147363 +1,"@eighth888 @MissLizzyNJ And you're right,we can't control the climate. But climate change is not a hoax ��",917237 +2,RT @climate: The U.S. coal industry’s most outspoken champion has climate change policy advice for Trump https://t.co/63m3cOD1ck https://t.…,935625 +0,RT @jaimemaussan1: El hombre mas peligroso del mundo Donald Trump is betting against all odds on climate change…,598897 +1,"RT @SEforALLorg: Energy, health, education, food security, gender equality, jobs, climate change, #SDGs: they are all linked.…",901969 +2,Trump begins tearing up Obama's years of progress on tackling climate change https://t.co/ZmJLGGwe8T https://t.co/vmJng79BYg,731073 +1,RT @k2komatsubara: Need a holiday gift? Check out a children's book on climate change and its impact on endangered species. #NGSSchat https…,367002 +1,RT @ClimateKIC: ‘Climate action is unstoppable’: This week’s 10 biggest climate change stories https://t.co/iLUE2zT9mu…,580024 +2,Chicago mayor Emanuel posts EPA’s deleted climate change page https://t.co/4ix3iwVGGm,46657 +1,But @realDonaldTrump doesn't accept climate change as real https://t.co/3pCqV2RvIY,516423 +2,Medical scientists report on the impact climate change is having on health | John Abraham https://t.co/6WzgJA7t9F https://t.co/GbRc1eAYpp,317461 +-1,"There are morons out there who will criticize someone for not accepting their 'climate change gospel', but...",813396 +1,"RT @sufisal: Terrorism, poverty, disease, external threats, climate change & new PM rushes into action & sets up #AyeshaGulali commission.…",786200 +1,One of the reasons people aren’t doing enough about climate change? It calls for long-term thinking:… https://t.co/bcnyRb3xRu,903918 +0,"So, you want to work as the White House chef? Tell me, do you agree with the consensus about climate change?'",916679 +1,RT @nickgourevitch: GOP climate change denial is getting further & further away from average voter. New @Gallup data shows global warmi…,895062 +0,"RT @_Zeets: 'It's not the end of the world!' + +[Trump administration kills climate change action plan] + +'It's just the beginning of it'",645413 +2,RT @nytimes: Republicans used to say 'I'm not a scientist' when confronted with climate change. Here's what they say in 2017: https://t.co/…,239215 +-1,RT @charliekirk11: America should not do deals with leaders that think climate change is a bigger deal than killing ISIS. #ParisAgreement,50745 +2,This scientist used to doubt climate change was melting a huge Greenland glacier. Not anymore. https://t.co/Qx8QLOBB0C via @washingtonpost,915959 +0,"This is a goid, important piece but I doubt climate change has much to do w it. We would see same problems in clima… https://t.co/1DjW7FKEXU",680269 +2,"< Trump taps climate change skeptic Scott Pruitt to Head EPA + +https://t.co/wEJOaJQ6DO via @ShipsandPorts",507439 +1,"RT @KamalaHarris: We have many fights ahead of us, including climate change, tax reform, and more. Get ready. We’re going to need you in th…",278670 +1,trum/p denying climate change and trying to defund research/measures to stop it is what could actually ruin the planet for everyone,987332 +1,In this instance pulling the DONG out (of coal) is great protection (from climate change) https://t.co/QJpMlhIVp0 #ClimateAction @DONGEnergy,897824 +1,RT @patriottitan: @geography_411 climate change is definitely taking effect. Its a real thing that shouldn't be ignored. Changes and action…,760084 +0,@Cornfedmofo @LatestAnonNews shameful is that you haven't done the world a favor and killed yourself yet. Do your part for global warming.,377672 +-1,RT @DVATW: We can but hope. It’s time the entire fraudulent nihilistic “climate change” industry was brought down to its knees https://t.co…,720111 +1,RT @BillNyeSaves: Some people don't believe in climate change. Bill has a lot to say about that. #ParisAgreement https://t.co/KWcr078Kr3,148333 +1,"RT @Fusion: Rick Perry, former climate change denier & current Trump pick for Secretary of Energy gets questioned by Senate: … ",18001 +2,Trump's transition: sceptics guide every agency dealing with climate change | US news | The Guardian https://t.co/NxHmknCZL0,176580 +2,Ita-Giwa hails Buhari on climate change agreement https://t.co/weG0SwnYV7,865907 +1,"RT @W1LDBABE: i can't believe there are people who 'don't believe' in climate change. this isn't santa clause, have y'all STEPPED outside???",760698 +1,"RT @VABVOX: If only we'd had a candidate who believed in science. + +“Trump to name climate change denier as head USDA scientist” https://t.c…",555961 +0,one minute I can talk about equality & global warming the next minute i talk about my desire to get head from @nickjonas,289943 +1,climate change is here folks and I am not talking about the weather,557662 +2,"RT @NCStateCHASS: Study from @NCState prof., alum finds that many officials need to see damage before planning for climate change… ",56317 +2,RT @thehill: CDC cancels major climate change conference https://t.co/XBiyqljy34 https://t.co/kwb6apDCLy,64574 +0,@mjoonsz will it help global warming tho,960014 +1,@RICgallery @MCOcreate @JustinTrudeau needs to come to the US and smack some sense into Donald Trump. He believes climate change is a hoax.,502585 +2,RT @RogueNASA: Energy Department climate office bans use of phrase ‘climate change’ https://t.co/oH8Tuct4jV,87463 +0,Video lecture: the crisis in Syria and role of climate change https://t.co/CfDugeygRd,401364 +2,RT @coilltenews: Before the Flood review – DiCaprio's level-headed #climate change doc https://t.co/jrY6tT9Qee via @guardian,394488 +1,RT @mechapoetic: you can compost all you want but the biggest perpetrators of climate change exist at the level of production and that's wh…,491133 +1,RT @BraddJaffy: 'You and your friends will die of old age and I'm going to die from climate change.' https://t.co/Yl2oSriNbs,973856 +1,RT @ClimateNexus: Secretary of Defense James Mattis: The lone climate change soldier in this administration's cabinet…,641764 +1,"Theresa May must challenge Trump's 'contempt' for climate change, say MPs +Theresa in Trumperikkka #Resist +https://t.co/j8kqRIJfvK",828004 +1,"RT @ClimateCentral: House Republicans buck Trump, call for climate change solutions https://t.co/210d3MF0Yd via @Newsweek https://t.co/hckX…",18286 +1,"Heartland Institute still peddling misinformation to teachers about climate change. This is propaganda, not science. https://t.co/eJyBiRg0ZT",177451 +2,Research links aquatic ecosystem changes in the Chinese Loess Plateau to anthropogenic climate change… https://t.co/mx2nZwuNI7,400095 +2,RT @capitalweather: The Trump transition team for DOE is seeking the names of employees involved in climate change work…,235654 +1,RT @plantbasednews: How to beat Trump on climate change? https://t.co/TGbnlXER36 https://t.co/OBRC8wBSLr,504997 +2,RT @RoseBartu: Jane Goodall calls Trump's climate change agenda 'immensely depressing' https://t.co/9fiYBoj07n https://t.co/bPcUJjahKh,44676 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,232848 +1,"RT @ddlovato: #IVotedBecause I believe in equality, we need comprehensive immigration reform, I am pro-choice and global warming IS real. #…",754102 +1,RT @SenSanders: We have a president-elect who doesn't believe in climate change. Millions of people are going to have to say: Mr. T…,369179 +1,"RT @AstroKatie: If you were going to be a single-issue voter, not making global warming even worse would be a good issue to choose. https:/…",897666 +0,Gonna be 71 today. Obviously that proves global warming.,62160 +1,RT @TimCurran8: Why 2℃ of global warming is much worse for Australia than 1.5℃ https://t.co/HWb7qXRWXl via @ConversationEDU,642020 +-1,RT @JohnColemanMRWX: Donald Trump is sworn in as President-The climate change pages are removed from the Presidential website. Hooray.…,625952 +2,How ancient Indus Civilisation coped with climate change https://t.co/5qyD6rfDK7,667079 +1,RT @WaladShami: Literally all these countries are making such technological advancements meanwhile we elected a climate change deni…,209160 +1,RT @BernieSanders: 'The concept of global warming was created by and for the Chinese in order to make U.S. manufacturing non-competiti…,75681 +1,RT @SenSanders: If we don't address climate change there'll be more conflict over limited resources. We must listen to scientists not fossi…,652128 +1,campaign positions: fight climate change this summer: New York's largest environmental and consumer advocacy group… https://t.co/KPEkc2PkX2,531151 +0,"@billmaher You actually want to equate poison gas to global warming? You are a twisted coward. Talk like that to an educated opponent, loser",2722 +1,RT @LOLGOP: All the evidence in the world isn't enough to get the GOP to fight climate change. But no evidence necessary to den…,374393 +1,"RT @extinctsymbol: Eating meat is a leading cause of habitat destruction, species extinction and climate change: https://t.co/i4EkZI4Wh6",275027 +1,"RT @NYCMayor: If we want to take on climate change, our city must make changes. Tomorrow's #CarFreeNYC is a glimpse at the future…",363705 +1,"RT @NYTnickc: Trump, who once called climate change a hoax by the Chinese, tells Michigan crowd: 'I'm an environmentalist.'",359007 +1,RT @NRDC: President-elect Trump hasn’t changed his mind on climate change. #ActOnClimate https://t.co/JKDJnB0LOh via @Grist,439851 +2,"China: We did not invent climate change, despite what Donald Trump says https://t.co/C3s3Hzr05U #NewslyTweet",707488 +1,"RT @DavidCornDC: If you don't believe #NASA scientists about climate change, then you're allowed to look at the eclipse without special gla…",733771 +1,RT @KathyDoratt7: It baffles me that some people actually believe that climate change is a hoax... like how blind do you have to be??,62594 +1,RT @Mojado420: Worried for the future of climate change,947800 +1,RT @rammadhavbjp: On global warming we have moved into a leading role with an ambitious agenda of generating 175 GW renewable energy - PM #…,49936 +1,"RT @haroldpollack: Dems are out of power, but represent American majority on issues ranging from health care to Russia+climate change. Proc…",696416 +2,RT @drmabon: Megacity planning must change in four years to limit global warming https://t.co/eUfcMSK97v,367837 +1,To say that President Trump's position on climate change is pathetic is a huge understatement. #TheResistance #SenSanders #ResistingHate,336493 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,507888 +1,RT @ChrisCuomo: Don't have to be a scientist to accept climate change is real and understanding why we see more and worse storms ma…,753226 +0,"RT @AmyAHarder: In Antarctica, @JohnKerry: 'We haven't won the battle yet' on climate change, avoids mentioning President-elect Tru…",924621 +1,RT @CescaPeay: Hi I'm Francesca and I study coastal resources and how climate change affects coastal communities.…,683521 +2,"RT @VladimirPutin24: On climate change, Scott Pruitt follows the lead of Vladimir Putin - Daily Kos https://t.co/2vSXt4cO03",171998 +0,"RT @bhelle008: @OFCTMarangya 1st yung cyber technology na kay bilis!2nd yung social media and 3rd climate change na di pwede baliwalain + +#A…",530936 +-1,Mikey here.The global warming myth was started by menopausal women. Condoms however did kill the barrier reef.,918928 +1,The Paris Agreement is essential to our future on earth. Let's combat climate change together. #GlobalCitizen,183618 +1,Does he know climate change was invented by the Chinese? https://t.co/HPR9BHNmBC,810651 +1,RT @MtnMD: RT @DanRather Actually ppl do know climate change is real - like scientists &almost ev other head of state in world. https://t.c…,538429 +2,RT @nytimesbusiness: Trump has ignored climate change warnings from scientists and the government’s own research. Will he listen to CEOs? h…,17292 +0,"RT @ezralevant: Really? Name someone more conservative on illegal immigration, radical Islam, global warming, school choice, EPA, d… ",612878 +1,RT @ClimateReality: “Our response to climate change bears on the future of our people and the wellbeing of mankind.' https://t.co/U1E2VgbAi…,549338 +0,"Y'all can thank me later. I think I just solved the biggest problem in the universe. + +I'm not talking about global warming, terror, hollow…",656850 +1,"RT @liberalfish: 'for the Middle East and North Africa (MENA), climate change means uninhabitable weather conditions' - https://t.co/8BDKHq…",938984 +0,I just had a conversation with a man who claims to be more on the conservative side; about global warming and republican justifications,418967 +2,EPA chief: Carbon dioxide not 'primary contributor' to climate change 》 》 https://t.co/0KV4k30yaU https://t.co/t7o9jOZ9Sa,10225 +2,Pope's academy tells priests to teach global warming https://t.co/AkmKaKxxYe,693756 +2,"RT @PacificStand: Life, liberty, and the pursuit of climate change https://t.co/SS65X24oAd https://t.co/i6kR81RmrI",826579 +2,RT @ProfTerryHughes: 'We can't be passive bystanders': Scientists call for dramatic re-think on #GreatBarrierReef & climate change https://…,608823 +0,RT @CubaRaglanGuy: Just like 'I'm not a scientist' deflects all conversation on climate change. #Bullshit https://t.co/G5zpFzUEj6,984282 +1,"RT @moodtrble: - women's rights +- lgbt rights +- planned parenthood +- black lives matter +- climate change +- education +- disabled p… ",116899 +1,Your clever tech won't save you from health-damaging climate change https://t.co/EaIp8DF73J,843047 +2,RT @HuffingtonPost: Trump meets with physicist who claims 'benefits' of climate change 'outweigh any harm' https://t.co/JDLznALGFj https://…,205810 +1,"RT @princesspayyton: hi! +this is your friendly reminder that global warming and climate change is real and we are killing our planet! :-)",371751 +2,RT @FoxNews: Conservative columnist under siege after N.Y. Times debut on climate change https://t.co/N7o2O2JbtJ via @HowardKurtz @MediaBuz…,730326 +1,"RT @blkahn: The White House website has flipped. Among other things, Obama's climate change pages are gone… ",839779 +-1,RT @_Makada_: Pope Francis 1st said Trump is bad for wanting to build a wall & now lectures him on 'climate change' in his huge palace prot…,638660 +0,RT @luisbaram: If you are not in the top 5 focus on ADAPTING to climate change and not on reducing your (almost irrelevant) emissions.,501365 +2,RT @afreedma: 9-year-old sues Indian government over climate change https://t.co/u8TbWEo06h,903151 +1,RT @KKaaria: Population growth and climate change explained by Hans Rosling https://t.co/fhHEv1wflG,430402 +2,Scott Pruitt's office deluged with angry callers after he questions the science of global warming - Washington Post https://t.co/vrIH9VTJq8,459795 +1,"RT @NatGeoChannel: Watch #BeforeTheFlood right here, as @LeoDiCaprio travels the world to tackle climate change https://t.co/LkDehj3tNn htt…",68984 +1,"RT @ZEROCO2_: It might seem like an impossible task sometimes, but this is how we can limit global warming to 1.5°C https://t.co/aCkaqCaJDi…",936898 +2,China to Trump: There is no climate change hoax and Ronald Reagan and George Bush are the proof https://t.co/49kJgVdbul,661532 +1,"When u say u want 2 deny climate change,defund a women's right to rule her body,keep muslims&mexicans out, n every1… https://t.co/PPwTYSLvxB",279188 +1,RT @iansomerhalder: @LeoDiCaprio Im so grateful for the time you took to tell the important story of climate change in #BeforetheFlood Than…,487213 +1,"Stopping global warming is only way to save Great Barrier Reef, scientists warn https://t.co/F9gYg6iyAK <- See Here… https://t.co/uZ54uBgB7D",509057 +2,"Tackling climate change is the “biggest economic opportunity” in the history of the US, the Hollywood star and... https://t.co/BHShnz5bGh",807970 +1,How much CO2 does it represent. How much of it will you leave untapped to avert dangerous climate change? https://t.co/FmGXGgoxvk,718635 +1,"Plus, with a few more years of rampant, uncontrolled climate change you might not even notice the sudden temperature change",632701 +1,climate change is not negotiable and Alaskans want jobs that don’t jeopardize our children’s future'-https://t.co/raU8teCUS3 @lisamurkowski,513009 +2,"Suicides of nearly 60,000 Indian farmers linked to climate change, study claims https://t.co/NsAJEIENVF",18226 +2,"RT @washingtonpost: Bolivians face historic drought, and global warming could intensify it https://t.co/gxzmDK1K4M",125945 +2,Gov. Jerry Brown warns Trump that California won't back down on climate change https://t.co/LRJUROK7hh,322452 +1,RT @BBAnimals: The effects of global warming https://t.co/twFnLF4XNw,930689 +1,"RT @kelkulus: Irony: Florida, a state in danger of being washed away due to rising sea levels, just elected a guy who denies climate change…",404179 +1,RT @UNEP: Closing the #EmissionsGap means increased efforts from all walks of society to fight climate change: https://t.co/75o3K4ZjYn,642274 +2,RT @ClimateCentral: Celeb-packed @yearsofliving wants to make climate change a voting issue https://t.co/LVhsrFLoiX via @mashable…,972217 +-1,"RT @tedcruz: If you believe in global warming, read this. The Obama science-deniers hide & try to cover up 18-year-long 'pause'… ",416424 +2,Trump to roll back use of climate change in policy reviews: source https://t.co/4l7RFw6Oy0 https://t.co/QSSHK3trma,660989 +2,RT @Slate: Is Trump going to purge the government of anyone who accepts climate change? Maybe! https://t.co/wA2tUkCJLx https://t.co/wu5ynhk…,667008 +2,"RT @likeagirlinc: Don't kill US #climate plans, 15 states warn #Trump | Climate Home - climate change news https://t.co/KYtop2rgMs via @Cli…",205234 +2,RT @dcexaminer: Federal government email suggests censorship over 'climate change' https://t.co/fAhNcVo0hx https://t.co/BD1Z2xNnYf,626169 +1,".@rogermarksmen you can add global warming to that list! Snow often marginal in UK, but some of these now cold rain instead of snow",330491 +1,We rly need to start listening to Leonardo DiCaprio because global warming is real & happening like how tf is it 80 degrees in November,806050 +1,RT @jficarra_: How does one 'not believe' in global warming when there's a natural disaster happening weekly,758624 +1,And that therefore the satellite data is excellent evidence attributing global warming to human greenhouse gas emis… https://t.co/bCNyhIudn7,928975 +1,RT @Truthdig: How global warming has intensified Hurricane Harvey's destructiveness: https://t.co/HsGvYS8fap https://t.co/Pz0N5BdDcO,74962 +1,RT @SenSanders: We have a president-elect who doesn't believe in climate change. Millions of people are going to have to say: Mr. T…,609705 +1,These handsome elephant seals are helping us track climate change | Esther Tarszisz https://t.co/qOElZo3yrc,732852 +1,"RT @EricHolthaus: It’s official: The guy in charge of Trump’s climate policy doesn’t think climate change is real. +God help us.…",192927 +2,RT @mcspocky: Scott Pruitt’s office deluged with angry callers after he questions the science of global warming…,494702 +1,"RT @Forbes: You have the power to help stop climate change. 9 things you can do in your daily life: +https://t.co/RtDehhPguS https://t.co/dm…",873399 +0,RT @themoneymaekerr: He doesn't believe in climate change guys,185312 +2,RT @USATODAY: Trump isn’t just rolling back climate change regulations. He seems ready to kill the science behind the effort. https://t.co/…,896070 +2,RT @earthguardianz: Kids just won the right to sue the US government over climate change: https://t.co/X495jVF7so https://t.co/hHtdC9c6iK,410372 +2,RT @TheEconomist: The ocean is planet's lifeblood. But it's being transformed by climate change https://t.co/CSsjVNBjUk,328796 +2,"RT @PoliticsFairfax: With their livelihoods vulnerable, farmers demand the Coalition government does more on climate change https://t.co/eV…",164276 +1,"@specterman1 @jules_su @Enunwa4MVP @realDonaldTrump That same president who said global warming is a lie? Yeah, he's very well informed.",754421 +1,"Not asking about climate change or police brutality, so @ninaturner thinks those aren't issues either? #BadLogic… https://t.co/T5zSbtKgmZ",616570 +2,"RT @ajplus: Rapid Arctic ice melt is driving extreme weather across North America, Europe and Asia, climate change scientists t… ",702291 +1,RT @TEDTalks: New photographs by @PaulNicklen carry a dire warning about climate change: https://t.co/fDaYTQNa6f,189099 +1,RT @washingtonpost: 'Al Gore offers to work with Trump on climate change. Good luck with that.' https://t.co/3w5uUhkM89,864150 +1,Change climate change - Sign the Petition! https://t.co/rV5RgPROM2 via @Change,584881 +0,"RT @JeffreyGuterman: #Trump has selected Myron Ebell, a climate change and global warming skeptic, to lead the @EPA transition team.…",470737 +1,@dickjunior7 @Cagewm who stands to gain by telling you climate change is made up? Oil corporations.,916488 +-1,IMAGE: Stop global warming hypocrisy! https://t.co/HA5PBBeo56 #globalwarming #climatechange #hoax #fraud #fail #lie,514117 +1,"RT @RedTRaccoon: Clean energy is the path to a cleaner environment. + +We must work to build wind farms and fight climate change.…",668802 +1,.@smcfetridge piece in today's @DMRegister paper talks about how our communities will be affected by climate change https://t.co/nLI9Wvqhdq,538161 +1,"In a universe where climate change becomes more undeniable, do you think Punxsutawney Phil will be a last resort that winter can go on?",392631 +2,Kids sue state over climate change https://t.co/3oYaHdI7Jt,444793 +0,@br0nzKeden @mrewl @AzusisCielura I prefer feral climate change,114803 +-1,Pres. Trump listed facts about the Paris global warming treaty. Democrats like John Kerry and Jerry Brown are lying to you! #WakeUpAmerica!,269789 +1,"If climate change is a myth, why all the effort to quash discussion? + https://t.co/uaYbzEBjhZ",934677 +-1,RT @politicalelle: Seeing liberal leaders tweet frantically about the deadly nature of climate change but not radical Islam is truly someth…,130248 +2,"RT @IndianExpress: Study claims over 59,000 farmer suicides linked to climate change in India, writes @sowmiyashok | https://t.co/2V9XvFLBak",787897 +1,RT @ClimateCentral: Trump's pick for Interior: “Consistent votes in favor of fossil fuels and against taking action on climate change.' htt…,967798 +1,RT @nowthisnews: Watching President Obama talk about climate change will make you miss common sense https://t.co/S0iqZPBfEL,850679 +1,"RT @UNEP: From algae to polar bears, see how the loss of habitat caused by global warming is affecting the Arctic ecosystem:… ",641058 +-1,Al Gore and cronies continue getting richer from the global warming hoax,797956 +1,RT @Anthony: Basically doesn’t want public to hear about climate change. https://t.co/TrQdNhBLux,2279 +1,"Yes, let's not believe the many scientist on global warming, but instead, let's believe @ScottPruittOK - what a joke.",969628 +-1,RT @LarryT1940: #Glaciation that has been happening throughout all our ice ages. The climate change geeks mistake this for global w…,39087 +1,"As climate change spreads drought and famine across West Africa, Africans are forced onto a 'road of fire':… https://t.co/iDIPqjTfdb",923025 +-1,@ConjuringAlias 'climate change' =excuse for govt control. I drive a 71 caddy that gets 9 mpg. A Tesla is worse but 'good' to the left,394981 +1,...and then back to nah those folks that don't 'believe' in climate change are just nuts,150977 +1,"RT @JonasEbbesson: This isn't climate denalism, but climate panicking. Republicans simply shit scared & dare not deal w climate change. htt…",111142 +2,EPA removes climate change information from website https://t.co/mcn6FjdgZ8 https://t.co/7b6iXJlDNe,502793 +-1,The entire global warming mantra is a farce. Enlist in the #USFA at https://t.co/oSPeY48nOh. Patriot central awaits… https://t.co/6esiqJ13Xt,359615 +1,"RT @NatGeoChannel: Watch #BeforeTheFlood right here, as @LeoDiCaprio travels the world to tackle climate change https://t.co/LkDehj3tNn htt…",298995 +1,"@ret_ward Yes, please dolisten to Branson. He supports gas as part of the logical solution to climate change. Listen to ALL his ideas",421987 +1,RT @350: Make no mistake -- climate change is the greatest security threat of the 21st century. That's top military saying:…,679895 +1,"RT @GaiaLovesMe: @nytimes + +How can you dudes still publish a paper when global warming has flooded out New York? https://t.co/JBa2VHYvBl",634947 +1,@JasonBordoff @StevenMufson Shareholders instruct Exxon to recognise that fighting climate change affects their bus… https://t.co/wBcdyfSaGX,319265 +1,"RT @juiceDiem: Before I go to bed: + +If you think flag burning is a bigger issue than refuting scientific evidence of climate change, you ne…",513115 +1,"RT @PaulBegala: For a guy who doesn't believe in global warming, EPA Admin. Pruitt sure is sweating a lot in his interview with @jaketapper…",388689 +2,Britain gave £274 million to a controversial climate change organisation without knowing where the money goes… https://t.co/OoqUJS5UZG,529309 +1,"the EPA is extremely important but just one part of curtailing climate change. if this disturbs you, get involved o… https://t.co/2Lau4ciKFp",878721 +1,RT @victorsozaboy: Some major cities round d world turned off their lights last night to draw attention to global warming. Thanks Lagos for…,97228 +1,Enjoy your camping trip: How #climate change helped Lyme disease invade America https://t.co/dJbJTalE4Y via… https://t.co/D2EsxC5Nqm,426257 +1,RT @davrosz: Australia just had its hottest ever winter thanks to climate change https://t.co/yrQn4HMA5A,805502 +0,"RT @girlziplocked: I move that we start calling 'climate change' 'climate fuckery.' + +All with me, retweet.",386776 +-1,RT @AbnInfVet: Man-made global warming is still a myth even though they now call it climate change. Enlist ---->…,532585 +1,Father James Martin: Why is climate change a moral issue? https://t.co/PzjyhJ4C4M via @YouTube,917519 +1,"And there it is... New head of EPA, Scott Pruitt, is a climate change denier �� Way too many people taking that blue… https://t.co/noSi8EL7hL",678292 +1,How a warming planet drives human #migration. https://t.co/aykUupDPoK #climate #globalwarming #dataviz #klimawandel #ActOnClimate #geography,824661 +1,"stp with the global climate change, put your efforts toward selling the sizzel EV's and PV's the key is more homes with solar #solarchat",510872 +0,RT @XHNews: What's in the remote universe? How were stars born? How will climate change? Answers might be found in #Antarctica…,928084 +1,"RT @edXOnline: �� ✅ Climate change is real, so why the debate? Learn how to respond to #climate change denial with @UQ_News: https://t.co/BH…",890743 +1,"RT @Thom_astro: I took the #ParisAgreement to the ISS: from space, climate change is very real. Some could probably use the view…",362738 +1,"Says the birther, climate change denier, and man whose entire campaign was based on inspiring hatred of 'the other.… https://t.co/CYAhbJxSTC",963412 +2,Donald Trump picks climate change sceptic Scott Pruitt to lead EPA https://t.co/3ePmuXg2jF,399087 +1,RT @SenSanders: If we don't address climate change there'll be more conflict over limited resources. We must listen to scientists not fossi…,475016 +2,RT: Trump Energy Department tells staff not to use phrase ‘climate change’ https://t.co/N7ErUjz5J7 https://t.co/ejLhmvOBLT,946355 +1,"RT @charlesdelamide: We have to face the reality of climate change. It is arguably the biggest threat we are facing today. + +#MAYWARDSkrengg…",116126 +1,"RT @concertcurls: remember kids, global warming is fake according to your president",867727 +1,Trump s environment chief pushes effort to question climate change science: …… https://t.co/V9VJN6CB8l #ClimateChange #CO2 #GlobalWarming,674438 +2,"RT @thinkprogress: Brace yourself for a bitterly cold winter, as climate change shifts the polar vortex https://t.co/TKrnPz6LIx https://t.c…",173193 +2,RT @CNN: This forest mural has already been washed away. It was designed to send a chilling message about climate change…,983029 +1,"RT @The_RHS: The RHS Science team are researching how climate change is likely to affect what we grow, and how we grow it -…",972030 +1,"RT @MahoganyRoraima: Illegal logging contributes to deforestation, extend global warming, causes loss of biodiversity. https://t.co/CvYBUpw…",298725 +1,RT @PunitRenjen: Transparency is a critical step towards addressing the risks associated with #climate change. Pleased to join globa…,297447 +1,"#UnLockYourWorld The Weather Channel shuts down Breitbart: Yes, climate change is real https://t.co/03ezntBL0C",273743 +0,4 big questions for this year’s climate change conference in Marrakesh. https://t.co/plKYWUgryR,810360 +1,"RT @MeckeringBoy: Dog save us from the lunacy of +Science ignoramus and climate change denier, @GChristensenMP + +Or goodbye…",591489 +1,A bully doesn't always get his way. No witch hunt against our devoted scientists and climate change workers. https://t.co/k5MjYV8kJ6,951715 +1,RT @SenSanders: We can win the war against climate change. We can win the war in transforming our energy system and can put millions to wor…,991922 +2,"Reuters: In rare move, China criticizes Trump plan to exit climate change pact https://t.co/4Tw3hcFm2E https://t.co/9y07c9fmP8",397285 +1,Trump should take a lesson from Wile E and trust science. 'Trump says nobody really knows if climate change is real… https://t.co/Mx4tps4pLT,981707 +2,RT @guardianeco: Humans on the verge of causing Earth’s fastest climate change in 50m years | Dana Nuccitelli https://t.co/oh3SsueXqS,461613 +-1,@StephzillaNJ because climate change is a myth,546490 +1,RT @KarenLDukes: Malcolm Preston tells it how it is - luckily for him he chose to take action. What will you do about climate change? https…,933137 +1,"RT @ClimateTalker: https://t.co/VTHrfchm4e In front of eyes, the effects of climate change are here and now.",387807 +1,RT @nowthisnews: Women are disproportionately affected by climate change around the globe — these leaders are trying to fix that https://t.…,860718 +1,RT @OllieBarbieri: Country with the 2nd highest greenhouse gas emissions on the planet just elected a climate change denier as president. #…,962293 +2,RT @BBCNews: Prince Charles co-authors Labybird climate change book https://t.co/uUnB8ed696,851842 +2,"📢 #ClimateChange +People prepare to fight their governments on climate change https://t.co/rcJ9VoUL7T +#KRTpro #News",687224 +1,Climate deniers blame global warming on nature. This NASA data begs to differ https://t.co/y9QBkLwTBE,350927 +1,I just joined @NatGeoChannel @21CF in combating climate change. Take action #BeforeTheFlood https://t.co/tPATBCHvVk,153041 +0,"RT @EricBoehlert: i'm glad you asked... + +'e-mail' mentions on cable news since Fri: 2,322 +'climate change' mentions on cable since Fr…",347801 +0,"... this not climate change, infrastructure, taxes, wages. When it comes to #healthcare your dealing with people lives. Human beings.",967444 +1,RT @BernieSanders: 'The concept of global warming was created by and for the Chinese in order to make U.S. manufacturing non-competiti…,379584 +0,"Lmfao you dumb af if you think climate change is causing all the fires and hurricanes, it's clearly Gods wrath for us making pineapple pizza",38839 +-1,RT @SaveLiberty1st: Graph of CO2 and temperature for the last 600 million years. No correlation=CO2 doesn't control global warming. Cli…,234776 +1,"RT @mattmfm: Trump team now trying to purge federal employees who've worked on women's issues, climate change, and gender equali… ",59150 +-1,"RT @MiltonWolfMD: Nice try, @TheHill. The term 'climate change denier' is pure propaganda. + +How about we start calling pro-abortionis… ",277946 +-1,"RT @Motofe: We've had coal forever, long before 'climate change' what was done? https://t.co/77R9YFbe1v",455172 +1,RT @GhoshAmitav: S Mumbai esp is facing greater cyclone risk because of climate change. Evacuation & other resiliency plans urgently needed…,795472 +1,"RT @commonmolly: Peasants, indigenous peoples been calling attention 2 climate change & food 4 decades @focussouth @via_campesina #GAID2017…",199460 +1,RT @ilo: What are the risks and negative impacts of climate change on employment? Find out: https://t.co/ZcUqGDWjFi #COP22 https://t.co/QQz…,697332 +-1,"RT @GroverNorquist: Why does the Left refuse/fear to debate the science of Global cooling/global warming/now climate change? +Confident peo…",873508 +1,"RT @AlexSteffen: American journalists have largely convinced themselves that climate change is not a serious political issue, because polli…",55448 +1,RT @350: Myron Ebell's org has taken millions from ExxonMobil and Big Oil to deny climate change. Now Trump wants him at EPA…,271418 +-1,"RT @NaughtyBeyotch: With video. According to liberals, you MUST accept their dogma on global warming... https://t.co/pNy74eg3aW",427186 +2,"Mayes: public consultations on composting will be done by mayor's climate change working group, chaired by Coun. Jenny Gerbasi",254439 +1,@POOetryman No wonder he doesn't understand global warming & environmental science. Doofus can't understand what ma… https://t.co/I97Lt3V8ZL,866402 +1,RT @catfuI: The new president of america is going on trial for raping a 13 year old girl and doesn't believe in climate change,830042 +1,RT @poppynao: so in america they accept weather predictions from a groundhog but deny climate change evidence from scientists? lol,381308 +1,"RT @LordFernandooo: if you do not believe in climate change, then you do not believe in facts",604185 +0,When I say I'm doing my speech over global warming. https://t.co/YGdaanyVgn,214680 +1,RT @WorldResources: 4 irrefutable truths about #climate change https://t.co/A6Ha5ksK3P #climatescience #Pruitt https://t.co/nDXWDQrvvy,155121 +1,RT @UN: 2017 @UNFCCC Adaptation Calendar features women leading efforts to build resilience to climate change…,961657 +1,The global warming hiatus never actually happened | Popular Science https://t.co/Fci25zsJFG via @PopSci,699501 +-1,RT @craftyguy2: California legislature just passed a phony climate change tax to pay for all the illegals and deadbeats ..,342700 +2,"RT @kemal_atlay: 'Abandoned all pretense of taking global warming seriously': Hamilton exits Climate Change Authority, blasts PM https://t.…",901440 +1,Because there is no silver bullet... And climate change is the major risk https://t.co/wITz97mCuc,434264 +1,"RT @GavinNewsom: Trump: +- No one knows if Russia hacked us +- No one knows if climate change is real +- No one knows if facts matter https:/…",85278 +-1,"RT @GadSaad: Hey @BillNye, you are off the hook. It's due to boredom not climate change. We found the culprit! https://t.co/xCjFhJJfpo",100965 +1,RT @astro_luca: Awareness and understanding of climate change is the first step to make a difference. It must be a global effort. https://t…,217527 +1,"RT @JeffersonObama: Reject science, climate change, technology, trade, culture, human rights, women's rights...embrace Rural Nihilism =WIN…",123750 +1,RT @annemariayritys: 'No challenge poses a greater threat to future generations than climate change'. ~ President Obama #climatechange…,698172 +1,This photographer is documenting the unparalleled beauty—and effects of climate change—in America's national parks https://t.co/xsQXYquzU2…,211140 +1,Golden Gate Park joins Badlands in defying Donald Trump by tweeting about climate change https://t.co/fVUITT9bJw via @PalmerReport #resist,685822 +0,"RT @cantdancebryan: Theory: the more a guy cares about climate change, the better he is at giving head.",122182 +1,"RT @fiona_stout: I don't really care what your political views are, but how can you not 'believe' in global warming. It's not Santa Claus,…",521266 +2,Federal Highway Administration changes mentions of ‘climate change’ to ‘resilience’ in... https://t.co/5fzWJzar3I by #washingtonpost,940738 +0,Trump really doesn't think global warming is real man 😭,26747 +1,RT @AyyThereDelilah: Florida's dumb ass voted Trump now y'all gone be underwater because Republicans don't believe in climate change.,147646 +2,RT @nowthisnews: Donald Trump is standing down from the fight against climate change - but Angela Merkel and Pope Francis are steppi…,432370 +0,"@CNNPolitics @jaketapper why should we be surprised, folks in the Carolina's have outlawed climate change",176573 +1,"RT @1followernodad: parent: I'd do anything for my children! + +Scientist: here's how to stave off climate change so your children can stay o…",853233 +1,RT @michikokakutani: 'Trump’s election marks the end of any serious hope of limiting climate change to 2 degrees' via @voxdotcom…,892020 +1,RT @MikeBloomberg: .@LeoDiCaprio's #BeforetheFlood on @NatGeoChannel tonight puts focus on reality of climate change & need for action. htt…,720051 +1,"Whatever you do, don't question global warming. It is real, Bill Nye said so. https://t.co/4ggtxn13mJ",680896 +0,@PressSec @POTUS Due to global warming and hot temps construction jobs are up. Wait your boss doesn't believe the jobs report?,415612 +1,"RT @IvoryGazelle: Hello, 911, me again. I know you told me the spider is harmless, but now it's saying climate change isn't real",687365 +1,"RT @Sightline: How do you talk to kids about climate change? @Afahey collects tips from scientists, activists, and more. https://t.co/VqMRq…",457788 +1,Next ten years critical for achieving climate change goals - 2017 via /r/worldnews https://t.co/s8CNXyEAhp,643372 +1,@SirKeyblade It looks like a global warming ad of the rising of the sea level in the last years,469737 +1,@LDrogosPhD I'd say it's because of climate change but I wouldn't want to sound like a conspiracy theorist to none believers of science.,924119 +-1,RT @tan123: Gasp: 'head of the EPA says he does not agree that carbon dioxide is the main driver of climate change' https://t.co/km4iPk5i1l,74199 +2,RT @HirokoTabuchi: China warns Trump against abandoning climate change deal https://t.co/Epm84gjSfN,64261 +1,@realDonaldTrump are you going to discuss climate change? Or is that still a hoax perpetrated by the Chinese?,969782 +0,"@tazgezwitscher GUTEN MORGEN TAZ >kann global warming uns retten?< +bitte artikel zum Merkel und freundin Ivanke W20… https://t.co/PF3bh0ruX9",642054 +1,We love this from Robin Wood in the 'Animals Disappear' that address the problem of climate change ice melting.… https://t.co/XqgOOWd4IA,513476 +-1,@quinnessential @neiltyson climate change is a hoax,179246 +2,PolticsNewz: G20: #Trump left alone against the world on climate change https://t.co/l19qUhRiZG https://t.co/Ft49eyBDJz,626489 +1,"RT @greenbelt: Read our Partner @christian_aid blog about the banks, climate change and our #BigShift Campaign for #gb17 +https://t.co/BUXW…",605207 +1,RT @GeoffGrant1: National Parks are perfect places to talk about climate change. Here's why https://t.co/HJZ8njSJRz https://t.co/QinEAgNcGb,925190 +2,RT @SmithsonianMag: What can robot shellfish tell us about climate change's impact on marine species? https://t.co/gAcw9wbN8k,17656 +1,RT @myumeow: fuck everyone who still says global warming isn't real https://t.co/gZk51Xl402,424378 +1,"RT @Donnaphoto: Well now isn't that just magic, Donnie? No climate change anywhere. I bet that's sugar or photoshopped… ",23126 +0,RT @MlLLIC: dean's gonna breathe and people will blame him for global warming 💀,85035 +1,"RT @AltYelloNatPark: Its called Rapid Global Climate Shift, otherwise known as 'climate change' and its very very real. https://t.co/Ezrx0m…",671968 +1,"RT @EnvDefenseFund: 75% of our energy is being wasted, costing us billions & contributing to climate change. Six key solutions. https://t.c…",879343 +1,RT @SenSanders: We have a president-elect who doesn't believe in climate change. Millions of people are going to have to say: Mr. T…,39698 +1,"RT @MarkBoslough: Please use right word @JenniferLudden '[Pruitt] has expressed skepticism about climate change'. It is DENIAL, not skeptic…",831994 +1,"@MikeOdenthal @LOUontheSUBWAY Gotta go with Mike. Yes, something like global warming is complex to solve ... becau… https://t.co/cE4uWipOCI",972043 +2,"RT @ReutersPolitics: In rare move, China criticizes Trump plan to exit climate change pact https://t.co/XIaB60VvHi",80042 +2,RT @NYTScience: Donald Trump could put climate change on course for the 'danger zone' https://t.co/FLz8FMN4uJ,653855 +1,RT @CNN: No snow where there should be. Bleached anemones. Cracks in the ice. This is what climate change looks like:…,925611 +0,We'll flood the world with our tears and cause the worldwide flood before global warming and melting glacier does tbh,632272 +1,@timothyswillis @Shed_The this makes me sick. Damn global warming,885334 +2,A million #bottles a minute: world's #plastic binge 'as dangerous as climate change' https://t.co/hm2r52yjwF,712101 +1,But climate change is still a hoax! Thanks @GOP deniers! https://t.co/uheveyDuHD,804707 +1,"RT @vectorpoem: We desperately need more accurate ways to quantify the costs of: +- climate change +- inequality +- the ad-driven web https://…",503748 +1,tweeting FACTS about climate change is now considered an act of defiance & resistance but thank U @BadlandsNPS @GoldenGateNPS & @NASAClimate,803579 +0,i'm giving a speech on global warming tomorrow and i'm so nervous wish me luck @sebtsb,8063 +0,Courting Disaster: I noted yesterday that blue-state-level action on climate change is only… https://t.co/Eh0iUNpon4 | @washmonthly,246888 +0,"RT @RaccoonEggs: With all the icebergs melting from global warming, it's no wonder they had to shut down Club Penguin",185058 +1,NOW will our future Cabinet acknowledge climate change is real? https://t.co/6sf7I2Lu3b,558666 +2,EPA removes climate change page from website https://t.co/ZnnuyANKgy,261978 +1,Ship made a voyage that would not have happened without global warming https://t.co/UvbnslF9Ph https://t.co/CYSu2r4Rmn,887511 +1,RT @Fusion: America is about to become the only country in the world with a leader who doesn’t think global warming is real.…,577972 +2,RT @SpaceWeather101: Prominent Russian Scientist: 'We should fear a deep temperature drop -- not catastrophic global warming' https://t.co/…,375639 +0,RT @mustynutass: If global warming isn't real why did club penguin shut down,569549 +1,"RT @funder: Trump names Scott Pruitt, Oklahoma AG suing EPA on climate change, to head the EPA #WTFtrump + +#trumpleaks #Resist https://t.co/…",809525 +0,"me: we need snow smh fuck climate change +*snows* +me: https://t.co/DfNYsKyyOC",508433 +2,UN climate chief bites tongue after Trump de-funding threat | Climate Home - climate change news https://t.co/tLj9TaMagv via @ClimateHome,784182 +2,#YourNewsTweet - Ivanka Trump meeting with Al Gore on climate change https://t.co/A6Yy9abjpu,247968 +1,Cities are looking for ways to adapt to climate change and build more liveable urban spaces: https://t.co/vHpi7Wgt39 #Cities4Climate,822037 +2,RT @NBCNews: President Trump delays whether to endorse climate change deal during G7 Summit https://t.co/aQjf58dQcT https://t.co/1oZ8WyRpSu,671963 +2,RT @IndyUSA: Emergency campaign launched to convince Trump climate change is real https://t.co/Z1zWKuX8Ws https://t.co/i1r1VwSquj,342636 +1,RT @2030solutions: Calling all global innovators. Apply for up to $7M in funds to stop climate change. #ActOnClimate #Solutions2030 https:…,353884 +1,"Some guy at my work was tryna talk about how global warming wasn't real because if how cold it was, I was gonna go off but my break was over",536473 +1,@BrianJeanWRP @wordpressdotcom what is the WRP plan to fight climate change?,958025 +-1,"RT @omnologos: Hypocrisy never far from alarmists. @EdwardJDavey now wants debate, when climate change minister he complained abou…",453263 +1,RT @SenSanders: We have a president-elect who doesn't believe in climate change. Millions of people are going to have to say: Mr. T…,247154 +1,RT @nytimes: Air-conditioning created a demand. Then it contributed to climate change. Which made us want air-conditioning more. https://t.…,642782 +2,RT @ClimateDiplo: Pacific finance ministers want broader definition of #fragility to include #climate change vulnerability: https://t.co/nS…,127405 +2,Extreme summers driven by human-caused global warming: study https://t.co/G1vpNVSEnW,171571 +1,The land of america seems to think that climate change is inconsequential..,692608 +0,RT @_richardblack: Some climate change advice from Lord Farage... https://t.co/4YEiTozX66,722094 +1,"Whoever says global warming isn't a thing, I could slap you rn��",231420 +0,RT @jay_zimmer: Icebergs for global warming https://t.co/8ZYOZK4KfR,732973 +1,RT @Thom_astro: So much snow it looks like cream! Let’s tackle climate change and safeguard nature’s balance #SDGs @UNFCCC…,571171 +1,Rick Perry is climate change denier who wanted to abolish DOE. Not fit to run it! VOTE NO! @SenatorLeahy https://t.co/JAp7ReXeKJ,445873 +1,Fighting climate change isn’t a ‘waste of money’ — it’s a good investment https://t.co/9dkwPFhYeB,747612 +2,NY AG says Tillerson used alias in emails on climate change https://t.co/D31K9CnegD,665780 +1,RT @jimsciutto: We are in a parallel universe when CIA nominee refuses to answer whether he believes climate change is real.,98572 +1,Your clever tech won't save you from health-damaging climate change https://t.co/jmIWWFJJNC https://t.co/1Czee0T5Xl,810531 +1,Where are all those 'free speech' people and why aren't that protesting Trump's censorship of 'climate change' ???,532411 +0,"RT @planetepics: This iceberg's parents melted, so now it fights global warming by i_speak_python via reddit https://t.co/NlOLEezOnY",716517 +2,"From Trump and his new team, mixed signals on climate change https://t.co/W069xkOAAw",78092 +-1,RT @TeamTrump: .@realDonaldTrump will cut taxes & cancel billions in global warming payments to the UN so we can use that money to…,878650 +0,Five reasons Harvey has been so destructive - it's not only about climate change.. Related Articles: https://t.co/pDqgfkaVxQ,250167 +1,Socking !! CNN: Harvard study: Exxon 'misled the public' on climate change for nearly 40 years. https://t.co/Adm8IWZvSU,561802 +1,RT @CNN: No snow where there should be. Bleached anemones. Cracks in the ice. This is what climate change looks like:…,54599 +2,RT @FindingBad: Website maps Vanuatu climate change flooding risk https://t.co/1Dbbs7QCB9,376314 +1,RT @World_Wildlife: Polar bears are the poster child for the impacts of climate change on wildlife. Read more: https://t.co/IRKTfJaZQC…,829462 +2,Court delay hands Trump victory over Obama climate change rule https://t.co/ZsfxA8ZBmo,906254 +1,RT @deborahblum: The left and right agree: Fox News destroyed EPA chief Scott Pruitt over climate change https://t.co/17fGZlKcIS,328750 +1,"RT @SangyeH: He hasn't read anything about climate change. Nothing. But he's sure it's not a problem. +#IgnoranceIsDeadly +https://t.co/6FxQ…",62835 +2,RT @SoleCollector: Nike joins group urging Donald Trump to fight global warming: https://t.co/LiJQ2D5Tx4 https://t.co/gsCIimVf4F,152840 +1,"RT @cenkuygur: It's not too soon to talk about climate change in light of #HurricaneHarvey, it's too late. Climate change makes storms more…",631814 +1,Health and climate change - real & interlinked. Risks increasing. Doctors have a duty to speak out. And we should l… https://t.co/9GtHPkpjxZ,948369 +1,Why the media must make climate change a vital issue for President Trump - The Guardian https://t.co/ZZE3OQVhDg,886813 +1,Perspective | I worked on the EPA’s climate change website. Its removal is a declaration of war. https://t.co/poyt0pvJ4w,679933 +1,Vitally important new report and survey on how to engage with the public about climate change from @climateoutreach https://t.co/ZLfzPdspt4,765946 +2,China blames climate change for record sea levels https://t.co/AopuNoUekp via @Reuters,479213 +1,"RT @SethMacFarlane: Are we looking at an America that officially believes climate change is a hoax? Sorry, everybody else.",719534 +0,"if CA can’t build the bullet train using our own money, then how was the state going to pay for a satellite to monitor climate change?' +2/2",928187 +1,“The Earth’s ice is melting fast due to global warming” by @okomaorg https://t.co/BXlCxwqVZc,509505 +2,RT @eapsMIT: #EAPS Prof. Emanuel weighs in on how climate change fueled #HurricaneHarvey https://t.co/j91TbvwqoE via @WIRED https://t.co/NU…,159729 +0,"RT @poetastrologers: RT if you're lonely but cute like the moon +Fav if you're bout to rage & turn the f up like global warming in 2017",776422 +1,RT @dailyleopics: using his Oscar speech to get his message out about climate change https://t.co/k0S2vrkC3K,855704 +2,"EPA removes climate change data, other scientific information from website https://t.co/XSIrV0mXQt via @USATODAY",628375 +1,"RT @EricBoehlert: CNN up to 1,400 'email' mentions since Friday. + +'climate change' mentions? 12",399045 +2,RT @USPressWorld: What Trump's executive order on climate change means for the world - CNN https://t.co/1Pl92t6w4C https://t.co/u3Rzw2V3Rb,112975 +1,"RT @thewheatdealer: 'you and your friends will die of old age, I will die of climate change'",383098 +2,RT @engadget: EPA head suggests CO2 isn't a 'primary contributor' to climate change https://t.co/Xri1kpaxqm https://t.co/GCpJzmon7S,943000 +1,@WriteWithDave look at him taking coal into parliament just as a massive climate change induced heatwave was about 2 melt Australia,680546 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,176958 +0,"RT @JacquelynGill: No, my job depends on the fact that climate changed after the ice age. Even if neither were true, I'd research some…",926840 +1,"RT @LeymahRGbowee: Prayers up for Sierra Leone. May God heal this grieving nation. +Environmental degradation is dangerous, climate change i…",786062 +2,Arctic ice melt could trigger uncontrollable climate change at global level https://t.co/o8e3DuS0JR #climatechange,718277 +-1,"RT @JohnKStahlUSA: Obama fired top scientist to advance climate change plans. Barry wouldn't do that, would he? #tcot #ccot #gop #maga http…",303684 +1,These photos force you to look the victims of climate change in the eye https://t.co/3UACtbToY1,13676 +1,"@realDonaldTrump picks: Interior Secy: Sarah “Drill, Baby” Palin; DOE: oil/ gas tycoon Harold Hamm; EPA: climate change denier Myron Ebell",717504 +2,Rex Tillerson may have used an alias to communicate with Exxon officials about the risks of climate change… https://t.co/EXygCjG5An,655258 +1,"RT @brookejarvis: I first read this as 'climate change disaster,' which would be a good headline too +https://t.co/64zAWUd3yQ",798363 +2,"In executive order Tuesday, Trump will dramatically alter US approach to climate change: https://t.co/AVKf0czlS5",539209 +-1,RT @BreitbartNews: “We who voted for you consider stopping this climate change madness one of your key promises.” https://t.co/sGfq6IwCKa,977311 +1,"@realDonaldTrump Let's see if we can find a xenophobic, racist, sexist, climate change denier who thinks the poor s… https://t.co/Zb3pbF21tZ",856360 +1,RT @KamalaHarris: Republicans are playing politics with climate change on behalf of Big Oil. We gotta fight.,891124 +1,I clicked to stop global warming via @Care2: https://t.co/OhNiK3sUVk,129845 +0,@AlexxKoenigg @KarenMKunkle plug your butt hole then if your so worried about methane causing global warming. How many millions fart a day?,62309 +2,RT @GlobalWarming36: Recent pattern of cloud cover may have masked some global warming - Ars Technica https://t.co/L15R1QEA8J,721596 +1,RT @MIKEPRSM: It's gonna be in the 60s this weekend?We popping the fuck out. But also gonna sulk in the realization of climate change and o…,679318 +1,Conservatives are willing to combat climate change — when it’s not called “climate change” #Trump… https://t.co/idKibzou7u,183048 +2,"Trump revokes Obama climate change rules, declares end to ‘war on coal’ https://t.co/bAQL23bGP6 https://t.co/HP3cJcXXyp",947094 +2,RT @climateprogress: New study: 'Super heat waves' of 131°F coming if global warming continues unchecked https://t.co/2xNhwsQaVI https://t.…,610037 +1,"Addressing global warming - currently, just 15 dirty ships emit more nitrogen & sulphur than all world cars combined https://t.co/N1DqVixqsX",888099 +-1,RT @kdlewis04: World leaders duped by manipulated global warming data https://t.co/Csoda7W0br,483694 +0,@reachthesoul @cnni Let's see if we can kick that global warming up a notch and make Alaska bearable again!,888565 +1,"RT @mcspocky: Energy Dept climate office bans use of phrase ‘climate change’ https://t.co/65wMy4Wn97 +#Resist #Resistance…",462102 +1,"EPA chief wants his useless climate change 'debate' televised, and I need a drink https://t.co/k0naFEGtVl via Maria Gallucci",982749 +1,RT @ChelseaClinton: Horrifying research shows correlation between global warming & rise in diabetes cases: https://t.co/DYp6Sru91c,77582 +1,RT @RobertKennedyJr: EPA chief still doesn't think humans are the primary cause of climate change https://t.co/7r8r0OpYol via @HuffPostPol,240528 +1,"RT @KamalaHarris: From DACA to climate change, so many important issues being debated right now. Talk to your representatives & tell them w…",251362 +2,RT @thehill: EPA removes climate change page from website hours ahead of #climatemarch https://t.co/vYgnC9sYxX https://t.co/JpUs8CLryD,491327 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,588281 +1,"RT @EvamMaulik: The Guardian: On climate change and the economy, we're trapped in an idiotic netherworld. https://t.co/WGNxomXX6c +#climatec…",29092 +1,RT @SenSanders: If we don't address climate change there'll be more conflict over limited resources. We must listen to scientists not fossi…,592675 +1,"I call on all parties to the #ParisAgreement on climate change to ratify it, without delay. - @UN_PGA Peter Thomson… https://t.co/tF1kAHuHQ9",517808 +0,RT @CColose: 1/N Thread coming. @SecretaryPerry doubles down and argues 100% human contribution to global warming 'indefensible.' https://t…,790088 +0,@nickgillespie 'Steve Bannon' is new 'climate change.',53256 +0,RT @Franklin_Graham: When we look to the Bible it can bring about something even more important than climate change—It can bring about a he…,630724 +2,"Depression, anxiety, PTSD: The mental impact of climate change - https://t.co/FHV2G0i2P8",828451 +0,RT @Will_Garber: I want a climate change debate between @rushlimbaugh and @BillNye,514038 +1,"RT @Seasaver: All seven species of sea turtle are on the @IUCNRedList. Overfishing, climate change, habitat destruction & polluti…",299256 +1,"RT @LeoDiCaprio: Want to stop climate change, @UWM? See #BeforeTheFlood at your University #BeforeYouVote. +https://t.co/ubMubJMbkv",156626 +1,"RT @AJEnglish: In Pictures: Surviving climate change in Bangladesh +https://t.co/BGWTaxJ4Jp https://t.co/XAgnvS3MWk",425530 +-1,"RT @truckerbooman: Should America spend trillions a year +For hundred years to slow global warming to 1 degree +@seanhannity #MAGA",158436 +2,RT @sbsun: Can Joshua trees survive global warming? Scientists have differing thoughts https://t.co/87xhEb8bLt,583074 +1,Still think global warming doesn't exist ? 🤔 https://t.co/CcvV7wbUvh,834451 +2,"India & China has common missions: climate change, changing world economic order and maintaining peace in Asia says Zhu Chenghu @LKYSch",418951 +1,RT @SenSanders: We have a president-elect who doesn't believe in climate change. Millions of people are going to have to say: Mr. T…,398929 +1,"RT @shaun_jen: global warming real +white genocide not real +feminism's cool +capitalism has problems +most immigrants are chill +peace",886450 +1,RT @esquire: Watch Leo DiCaprio's climate change doc online for free before the world ends: https://t.co/LMY3Vqtlgg https://t.co/g8IMhrZ6v4,816234 +2,EPA chief Scott Pruitt says carbon dioxide is not a primary contributor to global warming https://t.co/5VJhJ3xoEt,225177 +0,RT @badstoryvicky: Ya your nudes are nice but what are your views on climate change,847834 +2,China tells Trump climate change is not a Chinese hoax - Washington Post https://t.co/7SXYtrpCOw,497889 +1,An Inconvenient Sequel: Truth to Power trailer: climate change has new villain – video https://t.co/vyMo7RKptl... trumps dumb ass,956666 +1,RT @Timothy_OBrien: Exxon had climate change data by late 70s - Then started campaign to “emphasize the uncertainty” https://t.co/eSVYejc7R…,265559 +2,Scientists say that human-caused climate change rerouted a river. https://t.co/qS198RLSvB https://t.co/JYgeC8n7XN,626564 +2,"RT @BNONews: In 1st such report from the Trump admin, NOAA says record global warmth in 2016 was fueled by long-term global warming and a s…",461662 +1,RT @MattBors: Florida. Half the state's going to disappear in ten years due to global warming. They're going for the guy who says it's a Ch…,534718 +1,"RT @TheDailyEdge: Well done if you voted Green. You helped elect a President who doesn't believe in climate change, loves coal and wants to…",858301 +1,If you believe that there is no need for feminism you are literally as stupid as Donald Trump and his climate change deniers,770567 +1,RT @AnjaKolibri: #FoodSecurity in peril as key ports 4 #food trading face increasing risks of disruption due to #climate change: https://t.…,337482 +2,"RT @tveitdal: Polar vortex shifting due to climate change, extending winter, study finds https://t.co/pFeqP3mhya https://t.co/tA5fDSJzfg",670678 +0,"RT @shelbyrella_: good morning i'm glowing, my pussy poppin and i'm not contributing to the leading cause of climate change!! i love being…",177763 +2,US climate change campaigner dies snorkeling at Great Barrier... #GreatBarrierReef https://t.co/yC0KZ2yxae,886554 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,370239 +1,Trump says 'nobody really knows' if climate change is real (It is.) https://t.co/N8jWNgcVvS via @HuffPostPol,290380 +-1,@BySajaHindi @NOAABrauer global warming isn't a thing!,363521 +2,"RT @LotteLeicht1: Indigenous rights are key to preserving forests, climate change study finds https://t.co/vnPiR5puze",219760 +2,RT @APWestRegion: California Gov. Jerry Brown makes dire plea to lawmakers as he scrambles to get support for climate change deal.…,129091 +1,#LNPScience Any troubled tourists who come & see your climate change bleached Great Barrier Reef just show them your tiny power bill #auspol,915496 +1,"RT @altNOAA: Pruitt is not (really) a skeptic of climate change. What he is, is blatantly lying to push fossil fuel agenda. This is what oi…",277987 +1,"RT @ClimateCentral: It's been 628 months since the world had a cool month (thanks, global warming) https://t.co/OXKsxTt8eV https://t.co/9a6…",388174 +1,@XavierSaveWater @rstiggers707 You're talking about people who don't believe in climate change. You think they care about nuclear war?,6064 +1,RT @qz: The US is relocating an entire town because of climate change. And this is just the beginning https://t.co/ngBHlT6Ed4,392185 +0,@ViperRaiyu climate change!,53404 +-1,@bcwilliams92 @Patrioticgirl86 the day after global warming was proven fake and wrong,409527 +0,@LeeCamp there's coverage of climate change? How did I miss it! I have been waiting years! Oh that's right I gotta watch it first.,54128 +-1,"RT @faithav_: Facts: There are 2 genders, global warming is made up, the pay gap isn't real, women have equal rights, guns save lives & tax…",386205 +2,RT @BelugaSolar: Donald Trump actually has very little control over green energy and climate change https://t.co/cKamQurLWC,532594 +1,"When it comes to climate change denial, why do media resort to stenography? @nytimes @washingtonpost @AP @CNN… https://t.co/YrP3f7RLLb",119642 +1,RT @Scott_Wiener: #ClimateChange not just about environment. It's about people's health/lives. Denying climate change kills children. https…,243744 +0,"Ryan Zinke, Interior secretary nominee, tells Democrats climate change is real: … climate… https://t.co/zO2RQaTILF",686159 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,719731 +1,"RT @SenSanders: On virtually every major issue — raising the minimum wage, climate change, pay equity for women — we are the majority",350713 +2,"Despite Trump, Canada’s budget stays the course on climate change https://t.co/KvIPSAlEAf via @NatObserver",294706 +0,@BernBrigade @lumpylouise @AuntieMargot @cmac324 @jimmy_dore @SallyAlbright How is this addressing climate change?… https://t.co/CJtnyFIZsO,447684 +1,RT @muzzy63: The Republican Party is the only political organization in the western world that denies climate change. This guy…,966512 +1,RT @climatehawk1: How #climate change threatens Italy's famed Amalfi Coast - @CSMonitor https://t.co/RKA7n1CpPH #globalwarming #divest http…,340030 +1,RT @citizensclimate: A very convenient ally. Al Gore will host canceled #climate change summit https://t.co/xYnkHd6cQk @BrooklynSeipel http…,636283 +1,RT @BernieSanders: #ImVotingBecause the future of the planet is at stake. Hillary Clinton will combat climate change. Donald Trump thinks i…,460935 +0,RT @Its_kagiso: My 6 pack looks like global warming. Not visible but its there https://t.co/Sd3j8pGk2g,10841 +1,RT TFTCS 'RT BloombergTV 'Wondering if intense storms are linked to climate change? The one-word answer is yes… https://t.co/4xYAnlspXJ'',7900 +1,10 destinations that may vanish due to climate change Full story: https://t.co/tGSsP6MELE #OneWithTheWorld,816074 +1,"RT @1followernodad: ok a climate change denier heading the EPA is AWFUL, but what's that shade of lip stain my dude https://t.co/w8BKE4wZ3s",452459 +1,Engaging the public to tackle climate change - SciStarter Blog at SciStarter Blog https://t.co/jax6GKvcqK via @SciStarter,201398 +1,@gulesiano @lstwhl @RedKahina of Amazon chopped. Not enough to stop global warming of course: we need to stop capitalism. But enough to save,528991 +0,RT @Scottleen: This Manneqiun Challenge is supposed to be an awareness about global warming right? The way we'll all freeze when we cause a…,303551 +2,RT @pulitzercenter: Climate scientists react to Trump's presidency -- is the battle against climate change a lost cause?…,177735 +1,RT @BerniceNot: There are a couple different ways to come at the problem of climate change—you can focus on eliminating the... https://t.co…,106789 +2,RFK Jr. issues warning about Trump's climate change policies https://t.co/3zufJlGXeP #Politics #Trump #USA,801344 +1,"important work of denying climate change, denigrating other races & religions, being a misogynistic asshole, & bein… https://t.co/K7uGvWvVa4",232905 +-1,"What a joke, does @BorisJohnson believe in man made climate change? +Another lie and fraud by Johnson I think #NAD https://t.co/3s5rIBfiIy",774723 +1,RT @extinctsymbol: 'Human encroachment and climate change have decimated the woodland habitat of the Baird's tapir' https://t.co/7FeqIG3xlZ,847652 +2,RT @CBSNews: Thousands of protesters across the U.S. are demanding action on climate change to mark President Trump's 100th day:…,785854 +1,@Morning_Joe MJ cutting out now due to signal loss as thunderstorm moves thru Central IL Temp at 6AM is 62 degrees can u say global warming?,348138 +1,"RT @Fusion: Imagine, if you will, a world where the media covered climate change the way it covers Hillary Clinton's emails…",841659 +2,"RT @sciam: Under Trump, NASA may turn a blind eye to climate change https://t.co/vhR1ibiIp4 https://t.co/W2VyF6kARD",13680 +1,Pure jealous of ppl who don't believe in climate change they must lead such a chill lifestyle x,351728 +1,Well I think we can conclude global warming isn't a myth made up by the Chinese��,633307 +-1,RT @realDonaldTrump: The concept of global warming was created by and for the Chinese in order to make U.S. manufacturing non-competitive.,759713 +-1,@BigJimSports What's laughable to me is people who ignore scientists who at least question climate change narratives...,462383 +-1,"RT @SarrahHuckabee: 4 attacks in one night, including the especially horrific #LondonBridge attack + +But make no mistake, climate change…",453507 +1,"RT @Anandacoomara: Eating beef and causing global warming just to satiate blood lust is what's regressive and outdated, marrying by ch…",54182 +1,"Reading: Guardian On climate change and the economy, we're trapped in an idiotic netherworld | Greg Jericho https://t.co/BOhrAJrLXC",315218 +0,"ABC, NBC, CBS, and Fox devoted 2/3 less time to coverage of climate change in 2016 than they did in 2015. ABC - a... https://t.co/mdnq5rcc7T",38436 +0,RT @perfectsliders: Professors don’t want climate change research seen by the public. Trying to block requests to see what kind of research…,430390 +0,@ZackPearlman Basically global warming.,286450 +1,RT @7im: Aaaand @ScottWalker just eliminated all references to global warming in Wisconsin https://t.co/eqBGA6wQnQ,766362 +2,"RT @DMVFollowers: Leonardo DiCaprio joined the crowd of over 200,000 in D.C. yesterday protesting for action on climate change. https://t.c…",731250 +1,"Regardless if you believe in climate change or not, don't you want to live in a cleaner ��? I'm no scientist, but I… https://t.co/HupQy39hMJ",843605 +-1,"@AngieNBC6 you do understand that climate change is natural, not necessarily caused by humans. It snowed in Miami, and the atlantic froze",781718 +1,"RT @SethMacFarlane: Are we looking at an America that officially believes climate change is a hoax? Sorry, everybody else.",458786 +1,"Ah, climate change mitigation. It will always happen around the margins, regardless of how big one wants to think. https://t.co/5wBAd9iXL5",801560 +1,"RT @MichaelSkolnik: Watch Donald Trump's head of EPA transition, @myronebell who claims that global warming is 'nothing to worry about.' ht…",478362 +1,#enews24ghanta Trump really doesn't want to face these 21 kids on climate change https://t.co/uzckCm73kw via… https://t.co/yHnUzXEru4,284675 +1,RT @JasonKander: God gave us the brainpower to understand climate change and enough natural resources to take care of it. God is wai…,799256 +-1,RT @Sadieisonfire: Hey Obama if global warming is real how come its so cold outside,118678 +1,"@karennashleyy Hillary is pretty awful & we dodged a bullet by her losing, but she's not a climate change denier.",392654 +2,"RT @stepanenkosn: In Greenland, a once doubtful scientist witnesses climate change's troubling toll https://t.co/JRHNHcc1fr",119709 +1,RT @LaurenJauregui: Just remembered the fact that @realDonaldTrump has actively denied climate change and didn't sign the Paris Agreement c…,581210 +2,Scorching Phoenix may be out of position to deal with climate change https://t.co/aN7CsgZXq9,54855 +1,"Climate March 2017: These 21 photos show that climate change isn't a fringe issue +https://t.co/1K4iTHPAd9 https://t.co/Hf3zvSifSB",48933 +1,RT @TheNehaTyagi: 'Nowhere on earth' is safe from climate change as survival challenge grows https://t.co/wty18g3k08 https://t.co/sBdHXy2Yp9,32478 +1,"Look at Sweden,' wish you would Mr Trump, their climate change policies should be an inspiration to you 😒",623673 +1,RT @RozPidcock: Love how 'Humans are largely responsible for recent climate change' is under 'Basic Information' on the @EPA websit…,146336 +1,"RT @c40cities: Women are disproportionately impacted by climate change. +Women are leading the climate fight. +Women deserve…",598491 +1,"RT @markmackinnon: 'Senior DUP figures believe the Earth was created 6,000 years ago, [and] that climate change is a myth' https://t.co/VWT…",384961 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,836816 +1,Everyone: Let us beat climate change together in simple ways - Sign the Petition! https://t.co/VDZ1uuYuv1 via @ChangePilipinas,650977 +1,"RT @ddlovato: #IVotedBecause I believe in equality, we need comprehensive immigration reform, I am pro-choice and global warming IS real. #…",285920 +1,RT @bannerite: #100DaysOfShame He's dismantled Obama's climate change protections allowing big business free reign. https://t.co/picOtceS6E,612203 +1,"@DiCaprioLegend that's the problem,this reluctancy,towards knowledge,reluctancy towards the acceptance of the fact of climate change..",545248 +1,RT @Simon_Gardner: ���� France is recruiting scientists from around the world to combat American climate change denial:…,190040 +0,RT @SouthernHomo: Remember when Paris Hilton ended global warming https://t.co/PV5aYTfEAq,538857 +1,"RT @vegrev: Why #vegan in 2017? �� Fight... +~ animal abuse +~ ignorance +~ climate change +~ deforestation +~ world hunger +~ diseases +~ antibiot…",372883 +0,"@PaterIndomitus @ProtectthePope I doubt Cupich will die on prison. He'll cave on anything, except perhaps global warming.",774289 +1,"Because we don't have to worry about worsening and more frequent storms due to climate change, right? https://t.co/EUmDJb8SOD",83986 +1,RT @lenoretaylor: This is a call to arms on climate change. And by arms I mean flippers! | First Dog on the Moon https://t.co/u5wLPnanzf,11628 +2,RT @NYMag: Report: The Energy Department’s climate office just banned the phrase 'climate change' https://t.co/u1ENn35k6f,513757 +2,RT @BelugaSolar: Donald Trump actually has very little control over green energy and climate change https://t.co/cKamQurLWC,991850 +1,RT @sciencemagazine: How will climate change alter the ecosystems of the Mediterranean? Read the research: ($) https://t.co/RKoLdjH446 http…,36991 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,159925 +1,There must be more productive ways to talk about climate change' @KHayhoe on @NPR https://t.co/m3NLVezRco https://t.co/DExaX1QbUG,702479 +1,"Pakistan is one of the six countries going to be the most affected by climate change, yet we are building coal fired power plants. +#CPEC",691590 +1,@HillaryClinton #stayinformedcc on #climatechange - thank you for giving #hope7cc we will #actonclimate change… https://t.co/Da6sSt4yub,828578 +1,"RT @ddlovato: #IVotedBecause I believe in equality, we need comprehensive immigration reform, I am pro-choice and global warming IS real. #…",34561 +2,Vicki Cobb: The Cheeseburger of the Forest: Evidence of Global Warming: For the climate change… https://t.co/cOBvV2srkD | @HuffingtonPost,881223 +1,RT @edyong209: .@yayitsrob did some digging around Trump's EPA pick. He's skeptical about more than climate change.…,278179 +1,RT @BernieSanders: #ImVotingBecause the future of the planet is at stake. Hillary Clinton will combat climate change. Donald Trump thinks i…,687240 +0,"RT @PaulBegala: Look on the bright side: compared to the coming thermonuclear inferno, global warming will seem quite pleasant.",755599 +0,RT @leathershirts: j cole needs to drop a song about climate change,810563 +1,RT @wef: We can limit global warming to 1.5°C if we do these things in the next ten years. Read more: https://t.co/AnA8SbJMvW https://t.co/…,249604 +1,RT @MXSchell550: You know it's going to be a good 4 years when Trump's head of the Environment doesn't believe in climate change.,310550 +0,RT @BAKANEKl: we dont get a lot of new tatsunari pictures but when we do angels sing sinners are forgiven global warming is solve…,87301 +-1,@sellis1994 but but the ice caps are melting and global warming caused the floods this time....that's what #CNN says....,195476 +2,Where does Ivanka stand on climate change? via @msnbc,751625 +-1,RT @realDonaldTrump: The concept of global warming was created by and for the Chinese in order to make U.S. manufacturing non-competitive.,690534 +2,"RT @ABCPolitics: .@realDonaldTrump vows to cancel 'billions' in climate change funds to UN, adds 'I'm an environmentalist' https://t.co/P1H…",443242 +1,RT @NatGeoChannel: One of the easiest ways to help combat climate change in your daily life is to stop eating beef. Here's why:…,463257 +0,RT @TheMadBrand: This thread. A journalist who has reached his breaking point covering climate change https://t.co/n6idqWYY8e,121094 +1,"RT @UN: 'No country, however resourceful or powerful, is immune from the impacts of climate change.' Ban Ki-moon at #COP22…",980943 +1,RT @SenSanders: We have a president-elect who doesn’t believe in climate change. That’s frightening for this country and the world.,603125 +1,EPA chief is tongue-tied when asked about his climate change denial https://t.co/1CPRbJ0Uek https://t.co/sTss3qLQlp,701399 +1,RT @mcf_georgia: at some point you just gotta stop calling it 'classic ohio weather' and start calling it climate change,835324 +1,RT @noel_johnny: What are actual scientists saying aboutthe .@EPAScottPruitt climate change hallucination this morning? https://t.co/Q9My0U…,141283 +0,RT @justmcauley: Chong says he believes in climate change and gets booed for carbon tax. Trost says he doesn't believe and gets cheered. #c…,642177 +0,RT @en_jajaja: Y'all today I was sweating so much sweat dropped from my titty like I was breastfeeding global warming yo,832619 +-1,RT @JackPosobiec: Same paid protesters as the global warming protest https://t.co/YAM5ipzSxd,103040 +2,@Incorrigible2 Congress: Obama admin fired top scientist to advance climate change plans | https://t.co/JgrjQZQx4F https://t.co/Y7ZXW0tJah,427859 +0,"RT @welovegv: Same moms who say the same thing about vaccines.If US RTK likes to link people to climate change denial, here is th… ",129404 +1,RT @SenSanders: We have a president-elect who doesn’t believe in climate change. That’s frightening for this country and the world.,520021 +0,Will be blamed on global warming in 3... 2... https://t.co/ScGqRth7d5,784686 +0,RT @yuumeicorn: now i get it why climate change is a social issue... dis world doesnt deserve all dat heat https://t.co/U1fjhLfq8Y,406411 +2,"RT @washingtonpost: NASA is defiantly communicating climate change science despite Trump’s doubts +https://t.co/tsOwvSXuZE via @capitalweath…",873748 +1,RT @KwameGilbert: #climatechange #earth 'The absolutely critical period to tackle climate change is right now.' -MarkWatts40 https://t.co/j…,99725 +1,"RT @NatGeoChannel: Watch #BeforeTheFlood right here, as @LeoDiCaprio travels the world to tackle climate change https://t.co/LkDehj3tNn htt…",198855 +1,@th3j35t3r @SenSchumer SCIENCE & Research cannot be disappeared. This is not just dangerous- treasonous. Military says climate change=Threat,546144 +2,Chicago Mayor Rahm Emanuel revives EPA's deleted climate change page on city website https://t.co/ZKYCk3cQPW,356739 +-1,I'm back to thinking global warming is a myth https://t.co/KhwEMvPhic,87033 +1,RT @BverInFL: The White House's response to a question from the press about climate change is madness https://t.co/AFdUV1r5L5 #LibCrib #Uni…,222541 +0,why do people feel the need to blame taylor swift for everything that happens in the world? cancer ? taylor swift. climate change? taylor sw,88876 +2,Donald Trump and his children were signatories on a 2009 letter urging climate change legislation https://t.co/qDhnGabVGZ,295724 +1,RT @ezraklein: Donald Trump has tweeted climate change skepticism 115 times. Here's all of it: https://t.co/Te79u3uOJJ,223982 +-1,RT @pscully1812: @lisa67392 @dorbar @HuffPostPol our liberal global warming asshole lawmakers are regulating shit unnecessarily.,275720 +1,RT @BernieSanders: #ImVotingBecause the future of the planet is at stake. Hillary Clinton will combat climate change. Donald Trump thinks i…,613324 +2,Asheville filmmaker debuts documentary on climate change: https://t.co/NXPteBoFzm via @asheville @DaynaReggero @ClimateFilm,931783 +0,Yo your mcm doesn't believe in climate change,971058 +1,"RT @UNDPasiapac: See how women in #Myanmar #Cambodia are adapting to droughts, floods & the impacts of climate change #WorldWaterDay https:…",947592 +1,RT @Iansinkins: Love how the Swedish Deputy PM is taking a dig at Donald Trump in her publicity photo for passing climate change law https:…,318846 +1,RT @wxvybaby: When you thoroughly enjoyed the yard but still really worried about global warming https://t.co/7MdY6JMf23,18131 +2,"RT @washingtonpost: Wisconsin state agencies are deleting talk of human-caused climate change from their websites +https://t.co/VKuGdraRyP",377187 +1,RT @NYCMayor: Most people know we face a profound threat from climate change. Thanks to @ydanis for planning #CarFreeNYC and doin…,320012 +0,"Texans don't care about climate change.... right? +The truth? Watch this episode to find out. +https://t.co/2SOAN8150Q +#GlobalWeirding #MyKTTZ",902847 +2,"RT @guardianeco: Europe's extreme June heat clearly linked to climate change, research shows https://t.co/oGiU05DACJ",224925 +1,"RT @TheAtlantic: In the southeast, voters backed Trump—but unless he tackles climate change, they may suffer: https://t.co/vvHP3Rr41Z",271248 +2,"Devastating global warming is inevitable due to inaction of international community, says leading economist https://t.co/pyhjQDbFa6",818291 +-1,@nmilne50 I bet you believe in the lefts man made global warming theory,710907 +1,RT @ClimateCentral: Here's how climate change could flood cities (and states) as the world warms https://t.co/9iifDEvhxE https://t.co/Jnuvm…,907921 +1,RT @EDFaction: Ignoring climate change's impact on our economy + health by attacking social cost of carbon won’t change the facts https://t…,413371 +1,RT @ParkerMolloy: NYT just hired a dude who doesn't believe in climate change. https://t.co/9zb9FERgII,53275 +1,RT @BernieSanders: 'The concept of global warming was created by and for the Chinese in order to make U.S. manufacturing non-competiti…,577489 +-1,"@dosafyre @algore @aitruthfilm Listen lady, they changed it from global warming because the earth is not warming..… https://t.co/9W8wUjRWHO",272393 +1,RT @kellysgallagher: One thing Governor Branstad will quickly learn is that climate change is a top-tier priority for China…,63075 +2,RT @1306Chomley: Australia ranked among worst developed countries for climate change action https://t.co/qXWNz3D4gw,866675 +1,"But, no one believes in climate change still ����‍♀️ https://t.co/rM7rIyHhkT",940503 +1,RT @ElinVidevall: The Swedish government took the opportunity to mock Trump with this picture when signing a law about climate change…,37155 +1,"RT @juiceDiem: Before I go to bed: + +If you think flag burning is a bigger issue than refuting scientific evidence of climate change, you ne…",308267 +2,Climate change: Fresh doubt over global warming 'pause' https://t.co/OZ8tiRkuWl https://t.co/Cfs7qUU9mx,807953 +2,"Now I Get It: The hot debate over the Paris Agreement on climate change https://t.co/JlTm9cECh9 https://t.co/eebV8vwmx0 + +— Yahoo News (Ya…",588863 +1,"RT @iansomerhalder: VOTE VOTE VOTE!!!! +;) VOTING for a candidate that believes climate change is a hoax is the MOST dangerous person to…",655816 +1,"We also developed the world's first ever handout on climate change-Mushahid HussainSayed +#ClimateCounts @PUANConference @PakUSAlumni #COPP22",48585 +-1,"RT @SenatorMRoberts: Yes. A 300,000 paper on the flaws of climate change scams. I have a website with all of my research. https://t.co/y8NV…",105306 +1,"@JAFlanagan Yeah. He believes in climate change, just not as much as he believes the rich shouldn't pay taxes.",998045 +1,RT @rabihalameddine: Trump calls global warming a Chinese hoax. Clinton emails.,901727 +2,Record-breaking climate change pushes world into ‘uncharted territory’ https://t.co/oZSyQnjkNi,81923 +1,@NASA @MatthewACherry Can we make it to one of these planets when Trump or climate change blows up the earth? That's what I want to know.,572037 +2,"RT @KXAN_Weather: Scientists: Stunning warming in Arctic has gone into overdrive thanks to man-made climate change: +https://t.co/TkCMcesFf2",274690 +0,"RT @vanessalmartini: Thank you for your open & honest feelings on climate change. We need more people like you, @EricHolthaus. @themadstone…",332179 +2,EPA administrator Scott Pruitt says he doubts that carbon dioxide emissions contribute to climate change.… https://t.co/QOetKjGWlh,308538 +0,RT @porter14159: I hope the ash of all that Soros campaign money wafting into the atmosphere doesn't contribute to climate change.,459475 +1,"RT @RogueSNRadvisor: Around WH, quickest way to get canned is to even MENTION climate change. Close 2nd - positive opinion of Obama.",137094 +0,SPECIAL OFFER: get my award-winning climate change book for just £0.94 now on Amazon Kindle. https://t.co/xxXe92je7Y,42230 +1,"RT @heatherbarr1: Wow, thanks for reading our report, @ChelseaClinton! More on child marriage and climate change here:…",368781 +2,GOP congressman who believes in climate change says God will 'take care of it' https://t.co/ewPvNw5uvr,645042 +1,I mean he doesn't even believe in fkn global warming!!! Its November and its going to be 90 degrees here today! But lets ignore it.,451284 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,608373 +1,"RT @GayRiot: .@AdvecoLtd Any news on blocking climate change deniers, hate speech Breitbart? Look at the headline below ur ad! P…",467966 +1,RT @Independent: Donald Trump's views on climate change make him a danger to us all https://t.co/6F0cIGSduo,660188 +0,Thank you global warming for giving us nice weather in November,682942 +2,"RT @IHEU: Scientists warn 'off the charts' Arctic melting may trigger polar ‘tipping points’ and uncontrollable climate change +https://t.co…",275151 +0,"RT @24hoursvan: Christy Clark, not climate change, responsible for B.C. wildfires – through negligence (via: @BillTieleman )…",41127 +1,Trump will be the only world leader to deny climate change. https://t.co/0U7EeN7Aci via @slate,70785 +1,"RT @LatinosMatter: In Greenland, a once doubtful scientist witnesses climate change's troubling toll https://t.co/7Ncx4sxFlv",880807 +1,RT @Khanoisseur: Twitter helped a climate change denier who retweeted supremacists 75+ times win and it's founder thinks that is 'in…,202091 +1,"RT @Khanoisseur: Trump withdrawing US out of Paris Treaty/efforts to stop climate change, adds another reason ('crimes against human…",532814 +0,The climate change 'physicist entrepreneurs' Malm described; geoengineeeing + the Lauderdale effect #capital https://t.co/pUTtGCy52T,924941 +1,@RealJamesWoods The entire reason you don't believe in global warming is that the oil companies spent so much to lie to you about it.,615057 +1,"RT @NatGeoChannel: Watch #BeforeTheFlood right here, as @LeoDiCaprio travels the world to tackle climate change https://t.co/LkDehj3tNn htt…",73776 +1,"RT @AlisonSudol: Was sorry to miss yesterday's march, but I'll be at #PeoplesClimate March 29th. Let's turn the heat from global warming on…",159783 +0,@KamalaHarris @naomidasher Must be that damn climate change.,31171 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,761802 +1,RT @ClimateDesk: Important historical context for today's House science committee hearing on climate change https://t.co/wdtEmUnmJ2,566986 +1,RT @newscientist: Subscribe and discover how we are changing our bad habits in the face of climate change https://t.co/8gbwdbu0Sp https://t…,954914 +2,RT @Independent: Theresa May admits climate change is not on the agenda as she meets Trump at G20 https://t.co/7ljgRUdwPw,699956 +0,Leo Dicaprio is seriously concerned about climate change. Except when Canne film festival is on. Then he's concerned about boats and pussy.,248495 +-1,"RT @JessieJaneDuff: Obama years: 'Socialized medicine, open borders, dislike of the military & the religion of climate change' +@Varneyco ht…",259600 +1,@altUSEPA encourage everyone to replace the word 'deny' with 'understand'.... People do not deny climate change... They don't understand CC,392593 +-1,@wjmaggos @adamcurry @catoletters @jurasick I fell I can answer for @THErealDVORAK - assumption that CO2 causes global warming is unproven.,445059 +0,"RT @SimonBanksHB: According to @GeorginaDowner on #QandA, @theipa doesn't have a position on climate change + +https://t.co/T0VGIgPUiK + +#fact…",757978 +1,RT @femmenucleaire: Let's stop denying climate change. It's real and causing more problems in the ME. Read my article for more: https://t.c…,524745 +1,RT @MarkRuffalo: NY Attorney General uncovers email alias used by Rex Tillerson to discuss climate change at Exxon #ExxonKnew https://t.co…,612630 +0,"@Atticus_Amber @21logician @CuckStomper @TdotEdotPdot He obviously wrong, but to call him a ' climate change denier… https://t.co/bdMr25Rthd",396978 +1,Get real - Trump isn’t scrapping climate change laws to help the 'working man' https://t.co/pc3m2NHeBt via https://t.co/q2lDWbzhhf,993678 +1,RT @rabihalameddine: Trump calls global warming a Chinese hoax. Clinton emails.,261952 +2,RT @CNN: The EPA removed most climate change information from its website Friday https://t.co/TxGb2AHrOB https://t.co/MeerXWt4oL,227853 +1,"Vichit2017Vichit2017For these female leaders from around the world, climate change and women’s rights are inextric… … Vichit2017 ....thanks…",694562 +1,Trump begins tearing up Obama's years of progress on tackling climate change https://t.co/VsBqkjK5a8 https://t.co/OTPOM3B1cJ,939055 +1,"RT @ZEROCO2_: The scary, unimpeachable evidence that climate change is already here: https://t.co/iAXVJ6YJ3m #itstimetochange #climatechang…",145470 +0,@gop @democrats global warming is a little like cancer. Sometimes the cure is worse than the disease.,452043 +1,RT @BernieSanders: #ImVotingBecause the future of the planet is at stake. Hillary Clinton will combat climate change. Donald Trump thinks i…,458817 +1,"RT @ChaabanRabih: Michael Gove now pledges a #GreenBrexit -He who once tried to drop climate change from national curriculum +-No bel…",793628 +1,RT @aalicesayss: conservatives on climate change https://t.co/0nc1yeD3XF,447778 +0,"RT @jedrlee: Hey girl, are you climate change? +Because I'm going to ignore you until you fuck me.",314484 +-1,"RT @USAneedsTRUMP: World leaders duped by manipulated global warming data https://t.co/6RfEyifn3c + +I HAVE BEEN SAYING THIS FOR YEARS!",693956 +2,Arctic ice melt could trigger uncontrollable climate change at global level #environment #climatechange - https://t.co/BjTba0LrRu,43832 +2,RT @FilmLadLdn: G7 leaders blame US for failure to reach climate change agreement in unusually frank statement https://t.co/Rvr5Z1HN0M,289356 +2,RT @AP: The Latest: John Kerry says failing to fight climate change would be a 'moral failure' and a 'betrayal' https://t.co/4l9S2Itz4l,241759 +1,@rachizzlmynizzl It's not necessarily always about preserving life. Animal agriculture is one of the major contributors of climate change.,610307 +2,"|| Trump taps climate change skeptic Scott Pruitt to Head EPA + +https://t.co/qHyO4iGG8w via @ShipsandPorts",123265 +1,RT @DamienShoemake: LMFAOOOOO 'yeah global warming isn't real because we still have seasons' https://t.co/owoldNAB4G,281625 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,9097 +2,RT @unisdr: #perufloods need to be viewed in the context of a warming planet says @RobertGlasserUN #switch2sendai #MEXICOGP2017…,656771 +0,"@michellemalkin Trump wins election & he is now a catalyst for climate change in Wash. No more cush jobs, they will be accountable,nopension",7181 +0,"RT @BlacklistedNews: Hypocrite: Obama goes to “climate change speech” in Italy, stays in $20k/night villa, takes private jet, has 14 car…",599977 +1,RT @proletariatitty: 9. Almost everything political goes back to violence against women. Even climate change.,424710 +0,"Protip: if you look out your windows, you will see that we invented the Internet just in time for global warming?",739212 +1,RT @hoplitnet: Conservative logic on climate change. https://t.co/xj7EyTwwJX,441060 +0,@SATmontreal e-art & climate change | 6th BALANCE-UNBALANCE conference | CALL papers/works https://t.co/MCqjoAgdlL… https://t.co/Avjkcl7I5w,48221 +2,"RT @vicenews: Nearly 60,000 suicides in India linked to global warming https://t.co/BfLct1llaa https://t.co/P5SAHbjkP2",165713 +1,RT @realmurphybrown: And yet you deny climate change and pull us out of the Paris Accord. https://t.co/1iDMBK966x,624650 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,398899 +1,"RT @altUSEPA: Health and climate change: Policy responses to protect public health +https://t.co/Oa57aFOrBG https://t.co/LOUOXhBSAr",216663 +1,RT @croakeyblog: 3 signs the world is fighting back against climate change - & a call for 'radical collaboration'…,501124 +1,Our winter Starts as 24* at 6:00 am and gets hotter to max out at 36* at 1:00pm.In winter.Thats global warming right there @realDonaldTrump,553790 +1,RT @amyklobuchar: 175 nations agree to reduce climate change&admin wants to pull out of agreement? Pruitt calls for Paris accord exit https…,531872 +2,"RT @XHNews: #BREAKING: China, Russia pledged to jointly push for implementation of #ParisAgreement on climate change Tuesday…",6457 +1,"RT @Shiftylens: People say global warming isn't real I'm just like 'the ice we skate, is getting pretty thin. Waters gettin warm so… ",826301 +2,Trump to sign sweeping rollback of Obama-era climate change rules: https://t.co/leCzbxTr0n,622113 +2,"Majority of Alaskans believe climate change is happening, according to a Yale report. Check out the interactive map… https://t.co/gjbQqLmj4V",683369 +1,RT @BernieSanders: 'The concept of global warming was created by and for the Chinese in order to make U.S. manufacturing non-competiti…,858915 +1,"RT @iansomerhalder: VOTE VOTE VOTE!!!! +;) VOTING for a candidate that believes climate change is a hoax is the MOST dangerous person to…",418736 +2,"California targets cow gas, belching and manure as part of global warming fight https://t.co/UXxeqn3ecB",224346 +0,•global warming: before and after photoshop• https://t.co/CdjdSOQe0w,149547 +2,RT @wef: How we can limit global warming to 1.5°C https://t.co/u17QnaJnr8 https://t.co/zqBCAcyPat,997743 +0,RT @WISTERIAJACK: polar bears for climate change https://t.co/ekeInuXuf5,710338 +1,RT @CNTraveler: 10 places to visit before they disappear due to climate change https://t.co/z2tiOP79F6 https://t.co/3ftaKCezsm,293220 +-1,"RT @OpChemtrails: Engineering the climate, then blaming you for global warming #CarbonTax #ROCKYMOUNTAINS https://t.co/aspSP9EtgI #OpChemtr…",110106 +0,This is why we have global warming. #trafficsucks #traffic 😣 https://t.co/SEvXNWoL7K,878790 +0,I feel the more interesting Venn diagram is those who do believe in climate change and those who don’t believe in s… https://t.co/A1anK3LEZH,419961 +1,RT @andywightman: There are many alarming signs of global warming but this news from St Kilda is unusually shocking.…,811447 +1,RT @guardianeco: Support the Guardian's fearless reporting on climate change and the environment https://t.co/PLAKKTMIXF,721326 +-1,Didn't the Liberals say man made disasters (Islamist Terrorism) is as a result of climate change (global warming/co… https://t.co/20iKtrSuEz,230568 +1,Btw there are massive global dangers the Orange One and his clique can unleash. The biggest one is climate change. So we are in grave danger,474353 +-1,RT @tan123: Scammer Mann claims the scientific community has concluded that climate change is 'settled science' https://t.co/mlvqPMRRVM,36486 +1,"RT @AstroKatie: In case you were wondering: no, 4 years of US-led inaction on climate change will not go well for the planet. Now is when i…",50329 +2,RT @LatAmSci: Newly discovered peatlands in Amazonia and Africa 'must be protected to prevent climate change' https://t.co/3cFQXsWwgW,283101 +1,"RT @Salon: When China calls out Donald Trump on climate change, you know it’s bad https://t.co/qx1Xep7k82",903577 +2,Bill Gates and investors worth $170 billion have a new fund to fight climate change via energy innovation https://t.co/fWFBbqH0Hu,166836 +1,"RT @SenSanders: Mr. Trump might want to think about starting to believe in climate change, considering his resorts will be underwater in a…",114480 +2,RT @ajplus: Trump picked a climate change skeptic to head his EPA transition team. https://t.co/3Odv7hO57P,389832 +2,RT @huffpostqueer: Ann Coulter says she'd blame hurricane on lesbian mayor before climate change https://t.co/b4Dp4J17nw,374347 +2,Interview with Vladimir Rakhmanin on the role of sustainable food systems in facing climate change https://t.co/XMzgH92mIp #AGENDA21,530634 +1,Oh hey yeah guys just a something: Trump is denying climate change harder than Saudis are denying being part of 9/11.,47666 +2,From @MotherNatureNet: #animals Endangered West Coast oysters could thrive under climate change https://t.co/8MXQP4k8YC,237440 +0,"RT @alexanderchee: With excellent shade, too--points out the history of working with the GOP on climate change. Which sounds almost li…",86084 +1,"OK @RexTillersonHQ, here we go! Exxon Mobil is ordered to hand over climate change research https://t.co/vdgWU3OPm1",218877 +1,RT @jonathanchait: Minor election footnote: Electing Trump would also doom planet to catastrophic global warming…,102743 +1,RT @KamalaHarris: Pruitt is questioning the impact of CO2 on climate change. We’re now forced to debate whether science should be the basis…,372872 +1,RT @adamjohnsonNYC: since he thinks global warming is a hoax this is literally what Trump's America will look like https://t.co/XJc1GNEG1I,256454 +2,"RT @thinkprogress: Trump's latest proposal eliminates all spending on clean energy and climate change +https://t.co/yAWZ3sdxwT https://t.co/…",665761 +1,RT @merelynora: So y'all still sitting here thinking climate change ain't real? Like this isn't a national security issue? https://t.co/SW0…,486391 +1,"It’s a scary vision—which is okay, because climate change is scary' https://t.co/to6diAWdBO",659975 +1,"You don't believe man made climate change,he puts big oil man in charge. You still need more @guyvansanden? @KarelBrits @turntsIut",103338 +1,OpEd: Trump’s climate change denial is bad news for Maine’s lobster fishery https://t.co/BUxpv12KWQ https://t.co/rZlnxMJbzr,275741 +-1,"Trump pulls plug on global warming scam - Environmentalists, globalists go nuts! - Th… https://t.co/j0lrdM7MlE ➜… https://t.co/epcdxHNlSv",777500 +1,RT @Salon: Donald Trump to mayor of island sinking due to climate change: Don’t worry about it! https://t.co/6uHkla04iC,104581 +2,"Earliest human-made climate change took place 11,500 years ago https://t.co/9XNgfIpk9l via @ScienceDaily",569544 +1,RT @sinamonnroII: Yet people still say climate change isn't real https://t.co/G8RsKah1xz,533973 +1,"@Rebecca_Weather Aw, c'mon. Put a big 7-Oh up on the board. What better way to scare the climate change deniers? :)",516761 +1,"RT @dnaples3: @johniadarola @mediccaptfm Only people in the world denying climate change are GOP. Instead of removing them from gov't, they…",81773 +1,"RT @ICLEI_SAMS: 'Cities face day to day the impacts of climate change, and we need support', says @veroniicaarias at @UN_PGA about…",376171 +-1,"The Washington Post LIES Non-Stop, like THIS: 'As Trump halts Fed action on climate change, cities & states push on' https://t.co/4vOLbKiiLz",641174 +1,RT @Greenpeace: 'Weather extremes' is the new ‘climate change’. Changing the words won't change the facts: #ClimateChangeIsReal…,258169 +1,Friendly reminder that climate change is real and cannot be ignored,813620 +1,RT @chanelpuke: Only in America do we accept weather predictions from a groundhog yet refuse to believe in climate change from scientists,548335 +1,@realDonaldTrump Congratulations on escalating the real threat that is global warming. You might not care but some… https://t.co/ABaFAk2oiW,860521 +1,"RT @peta: Meat production is a leading cause of climate change, water waste, and deforestation. If you're concerned about our…",659767 +-1,"If the facts supported climate change alarmism, the facts *would* be enough https://t.co/VqdZbksyZ1",107008 +1,And u don't believe CO2 causes global warming only if ur a climate scientist. Scientific facts remain true whether… https://t.co/Cig4SqyP9k,335243 +2,Arctic ice melt could trigger uncontrollable climate change at global level https://t.co/pMJoQj1WUZ,538450 +2,"RT @tesconews: Tougher carbon reduction targets to help combat climate change announced by Tesco. +Learn more:…",697751 +1,RT @Emmamajerus: That there are people who sincerely believe that climate change is a 'hoax' https://t.co/7YV7CFF3PT,675062 +2,UK emissions have fallen 38% since 1990 on #coal closures | Climate Home - climate change news https://t.co/OvRTPVwKgw @edking_CH,972865 +2,RT @SustainBrands: 'Cocoa is highly susceptible to climate change' @HersheyCompany https://t.co/PSuHRh9kX5 https://t.co/mAwiG6znUz,185041 +0,RT @AMZ0NE A SciFi author explains why we won't solve global warming. Read the blog. âž¡https://t.co/aEK2ofpsiK #amreading,42745 +0,De effecten van global warming worden door veel mensen enorm onderschat. En je kunt erop wachten dat we te laat zijn straks. >>,104951 +1,RT @heartbread: trump administration asking for EPA to remove climate change from their website is censorship. it is fascism. make no mista…,494783 +1,RT @PetraAu: Scott Pruitt: climate change denier and bedfellow of polluter lobbyists. Reject his nomination as EPA administrator https://t.…,315283 +2,RT @CNN: The new head of the EPA says he doesn't believe carbon dioxide is a primary contributor to global warming…,915745 +1,RT @SenSanders: We have a president-elect who doesn't believe in climate change. Millions of people are going to have to say: Mr. T…,637434 +1,RT @HirokoTabuchi: America is about to vote in a president who thinks climate change is a hoax #ElectionNight,880005 +1,RT @MOSS841HANDER: #RememberWhenTrump said climate change was a myth and then tried to lie by saying he never said it,543291 +0,@domjoly You're quite the twat magnet. Don't ever tweet about climate change - those nobbers REALLY don't mind para… https://t.co/fXqgzlwAmT,297877 +1,"RT @jaketapper: Trump picks EPA critic, climate change denier, to head EPA: https://t.co/AtfzxIXjFK @Rene_MarshCNN reports on #TheLead",895691 +2,RT @newscientist: Trump could land fatal blow to the fight against climate change https://t.co/aMn3aIP1KE https://t.co/dy5rMCLPhR,733436 +1,"RT @Greenpeace: A message for world leaders meeting at the G7: We need action on climate change. NOW. + +#G7summit https://t.co/SxFdnGNmd9",363582 +-1,"@deedles420 @midnight That's sung by the fake scientists with their fake climate change reports. + +Its not acid rain… https://t.co/kNBYtnutNB",571993 +0,RT @CivilJustUs: How do they expect us to care about global warming with all this penguin on penguin crime?? https://t.co/HypysWHvVV,440839 +1,RT @DAIRYISSCARY: When trump denies climate change https://t.co/Gq5mCe7PtY,917209 +1,RT @ChelseaClinton: Important read about the relationship between climate change & diseases. Spoiler: higher temperatures increase risk…,216686 +1,RT @envwaterloo: Companies and investors need to be aware of the risks of climate change before making decisions https://t.co/OO5Yzb7115,989469 +0,@newsbusters Yes and The View will find a way to fix climate change. MSNBC will figure out how to defeat ISIS without firing a shot.,215958 +1,"RT @JonRiley7: Universal health care is dead, climate change will destroy the world, Roe v Wade will be overturned, 11 million imm…",935150 +-1,@TedAbram1 @wattsupwiththat you kooks...climate change is s hoax. What good is raising taxes going to do to control the weather?,761828 +1,#startup #innovation #SAAS #CRO #SEM #CEO #SEO #Growth The best solution to eliminate the climate change is in: https://t.co/pkjuqLnoxg,199579 +0,RT @jay_zimmer: Icebergs for global warming https://t.co/8ZYOZK4KfR,869048 +2,RT @tpolitical_news: A majority of Republicans in the House and Senate are climate change deniers https://t.co/VuPKskYNVC https://t.co/cBwT…,294042 +1,RT @leepace: Protecting and restoring our Forests can 30% of the solution to climate change. @ConservationOrg #NoForestNoFuture https://t.c…,665160 +2,RT @ClimateCentral: The State Dept. rewrote its climate change page https://t.co/IgppUluC1n https://t.co/uu2ScuCVCM,313756 +1,RT @miel: if you are not wanting to 'get political' consider this - trump's actions re: climate change will render this plane…,346895 +1,"RT @WIRED: You know how climate change *could* affect the earth, but this is how it already has. https://t.co/fy7jaWxG8c",80967 +0,@hypercubexl Maybe my statement should have been 'Does climate change affecting the global economy actually make it any worse than it is',215829 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,766765 +2,"Welcome to Pleistocene Park, where Russian scientists want to fight climate change with woolly mammoths https://t.co/lY65BmRwPK",576998 +2,"Trump’s EPA proposal cuts funding for climate change, pollution programs https://t.co/ZCXCCKsaD6 https://t.co/ba8wO1H2BP",41185 +-1,RT @DavidAHoward: @pablothehat @clivebull @LBC One of the best lectures you'll ever see on fake climate change. The debunking is extremely…,634409 +2,"RT @AJENews: 'Conflict, drought, climate change, disease, cholera. The combination is a nightmare.' - UN Chief https://t.co/X8xvQwntD8",297667 +1,"Report : Trillion-tonne iceberg snaps +off Antarctica's ice shelf. President +Trump thinks climate change is a +hoax!",217753 +1,"RT @kelkulus: Irony: Florida, a state in danger of being washed away due to rising sea levels, just elected a guy who denies climate change…",912409 +0,"@mitchprothero Ivanka wants to speak out on climate change in vague, undefined ways? That's stenography, not journalism.",62011 +1,I always post shit about climate change so this is me doing something about it. Peace out,107192 +-1,"RT @PoliticalShort: Little over 2 months. 3 terror attacks. But the elites say the real threat is 'climate change'. + +You can only igno…",823504 +0,RT @CivilJustUs: How do they expect us to care about global warming with all this penguin on penguin crime?? https://t.co/HypysWHvVV,330134 +1,"RT @Planetary_Sec: ���� + +The White House doubts climate change. Here’s why the Pentagon does not + +https://t.co/MDKaZC5tHc #climate…",166531 +2,RT @AdamsFlaFan: Scott Pruitt’s office deluged with angry callers after he questions the science of global warming - Washington Post https:…,159378 +2,@ILRI Johanna Lindahl presentation on Rift Valley fever emphasises the role of emerging diseases and climate change https://t.co/JwkV74uqFV,97454 +0,Floods are caused by nasty women not climate change #TrumpNarratesPlanetEarth,640060 +1,Not one to wade in on political affairs but I desperately hope Trump doesn't cut funding for clean energy/climate change initiatives,437266 +0,Equation of global warming https://t.co/o6RLjI1c9P #GlobalWarming #ClimateChange #GeologicalChange #Earthquake https://t.co/1461U1QEPZ,694012 +1,FT: Martin Wolf: That the US presidential campaign has unfolded without a focus on climate change is astounding https://t.co/7dc8fFPuho,325291 +2,RT @Independent: Theresa May accused of being 'Donald Trump's mole' in Europe after UK tries to water down EU climate change policy https:/…,874765 +-1,"RT @artyvanguard: 'Most scientists agree that man made climate change is real.' + +Fact: science is NOT based upon a consensus + + #FakeGlobal…",580170 +1,RT @PakUSAlumni: Hunzai shares how GB practices collective action for climate change #ClimateCounts #ActOnClimate #COP22 https://t.co/sI72A…,911512 +0,RT @FieldMuseum: Scientists at The Field Museum are often asked about climate change. Here's a quick FAQ: https://t.co/6GUJXq7d51 https://t…,410425 +1,"RT @FrancoisLamarre: Eating sushi on the bus to show people I'm not broke, but just care about global warming.",743819 +1,Ethics along with global warming and women health or the poor seem to nt be a priority for Trump https://t.co/0PotbhtUC1,739739 +1,"RT @abcdesposito: Why can't people get it through their thick, ignorant skulls that climate change is a real, serious problem?",841235 +2,Trump has stated that climate change is a 'hoax' and now plans to roll back on a number of environmental... https://t.co/zVG5so2sqN,19816 +1,"worst defense of climate change skepticism ever https://t.co/gBCWAUhLDW And Yes, he is on the transition team #Godhelpus",654437 +1,"RT @docrussjackson: Apart from the casual racism, homophobia, climate change denial & religious zealotry what do they have in common wi…",24267 +0,RT @gotoarun: And here is a hint as to why republican and democrat voters have such different views of climate change. They foll…,102137 +1,RT @BernieSanders: Scientists are virtually unanimous that climate change is real and caused by human activity. Mr. Pruitt refuses to recog…,719988 +2,Trump takes aim at Obama's efforts to curb climate change https://t.co/MHYcN5eMS3,268779 +1,RT @voxdotcom: 'Why aren’t politicians doing more on climate change? Maybe because they’re so old.' https://t.co/9t5v5GgAPb,52149 +1,RT @DeclanMcKenna: There a lot of things I don't agree with that I won't call you a goose for but if you don't believe climate change is a…,962841 +1,RT @WeatherKait: Brilliant visual of how we *know* human influence on climate change...it is NOT 'still debatable'. Share far & wide: https…,687501 +1,"RT @SethMacFarlane: Are we looking at an America that officially believes climate change is a hoax? Sorry, everybody else.",218522 +1,Who leads the world in the fight against climate change? .. https://t.co/81FB3Rk3s2 #climatechange,264561 +1,RT @UNESCO: Women make vital contributions to climate change responses; policymakers should draw upon these #OrangetheWorld…,295216 +0,"No son, I don't know what happened to the climate change tweets from earlier either.' https://t.co/Hlw8zCka7j",790788 +0,"RT @KatyTurNBC: Trump says he will cancel Billions of dollars to the UN for global warming. 'By the way, no one knows what happens to that…",607332 +1,He's hot then he's cold - How can Donald Trump not believe in global warming when his position on just about every… https://t.co/zR5RXvP8YC,205155 +0,"RT @Justin_Ling: The thing we designed to save us from climate change got messed up by climate change so I guess that's it, then. https://t…",939204 +2,Trump’s propose budget plan calls for a $100 million cut in funding for climate change programmes https://t.co/p7QA548h4o,881424 +2,RT @postgreen: The U.S. Geological Survey hails an early spring — and ties it to climate change https://t.co/Yn0ZhPWUlN,220464 +1,RT @lilduval: I don't know if haarp is real but I do know the weather is getting worse because of global warming which is FACTS!!!!,533794 +2,RT @NASA: New study suggests 'global warming hiatus' between 1998 & 2013 due to Earth’s ocean absorbing the extra heat:…,771895 +1,@realDonaldTrump how can you not believe in climate change? It is high 80s in the middle of November?!,927940 +2,"Beyond believers and deniers: for Americans, climate change is complicated - Alaska Public Radio Network https://t.co/bnaol9WGJQ",373190 +2,RT @KatSongPR: Scientists just published an entire study refuting Scott Pruitt on climate change - The Washington Post https://t.co/md7T89y…,545033 +1,"RT @BernieSanders: The stakes are enormously high. Literally, in terms of climate change, the future of the planet is at stake. https://t.c…",986373 +1,RT @RSPBScotland: Help support peatland restoration in the Flow Country and tackle climate change by voting for us in #eocavote:…,542733 +1,"RT @ungaggedEPA: '[Pruitt] denies the sum of empirical science and the urgency to act on climate change.' @SenatorCardin +https://t.co/T1rk…",419651 +-1,"RT @TeriAnne7201: Fake global warming at its finest �� +#GlobalWarming #ElectricCars https://t.co/skVQFKbDhZ",519089 +2,"RT @Reuters: In rare move, China criticizes Trump plan to exit climate change pact https://t.co/XM7qUmahdX https://t.co/NA2yg8JkP9",396566 +0,How to drink our way outta global warming: https://t.co/9aeZcrFRSx,74691 +1,RT @Complex: The Weather Channel delivers a clapback in response to Breitbart using their video to deny climate change:…,483015 +-1,RT @GoodScienceFYou: @Geralt_0f_Riv @SandraHartle @RealJamesWoods The problem for you is evidence. There is no global warming. It is a ho…,428203 +1,RT @TOKiMONSTA: so the white house site removed the climate change and LGBT pages. removing it from the website doesn't remove it from real…,144418 +1,"RT @la__dee__da: If you live in Miami and don't believe in climate change, there's something wrong with you. (Cough cough @tedcruz)",927633 +1,"hand to fight global warming. Plant more trees, don’t waste water. Don’t use or burn plastics.Pl don’t delete message without forwarding..2",263118 +-1,"@realDonaldTrump Obama cost us 13% to 20% increases for electrical the next 20 years,due to global warming? 😲😖😔😲",360369 +-1,"RT @SteveSGoddard: Chicago Democrats have shot nearly 1,000 other Chicago Democrats already this year. I blame climate change. https://t.co…",633915 +1,RT @Jackthelad1947: Climate Council links NSW bushfires to climate change - Don't worry #Trump says it's all a Chinese hoax #auspol https:…,692388 +0,"@devyneeoneal actually, more like Welcome to global warming.",137817 +1,RT @EnvDefenseFund: Breathtakingly wrong: EPA chief Scott Pruitt doubts consensus view on climate change. https://t.co/gaNsniRz1H,64218 +1,RT @dellcam: NYTimes was leaked climate change report @realDonaldTrump would've undoubtedly tried to cover up:…,364597 +1,"@realDonaldTrump Lots of empty seats. Big excitement in DC. Over 200,000 people took to the streets for climate change.",590197 +1,@katehumble That bear is doomed if #ArcticLive refuses to reveal livestock industry as climate change culprit & present veganism as solution,257454 +0,"RT @funnyordie: Cloris Leachman, Ed Asner, & more take time to remind you that old people don't give a crap about climate change. https://t…",16325 +0,i could practice a speech 100x but when i actually give im like 'ummm ahhh climate change not good',43292 +0,"RT @chimichubs: @todayarmyfights @BTSthe7legends records: broken +health: improved x100 +global warming: ended +salt: rising +more idea…",962006 +1,get yo ass on netflix. watch bill nye yell bout climate change. educated and reliving nostalgic elementary school memories. science BITCH,796892 +1,@oldogsrescue @cbcradio Building a wall is obv more imp to most Americans than climate change 🙄😡XX,629987 +1,"Ending poverty, cleaning up rivers, and climate change are what we are all about #nzpol #ChangetheGovt https://t.co/awqkIjGwWq",609405 +1,RT @UNDP: #Africa added least to global #GHG emissions but is most vulnerable to climate change. Here's how we help. #COP22 https://t.co/bi…,551647 +0,And this mother fucking rain too! Like ok Washington Im so over it. I vote climate change. switch our weather with LA. 2 *Puh*(oor) 2 move,45663 +1,RT @SenSanders: We have a president-elect who doesn't believe in climate change. Millions of people are going to have to say: Mr. T…,677111 +1,RT @RobertKennedyJr: China tells @realDonaldTrump that China would continue its struggle to curb climate change #ClimateChangeIsReal https…,397971 +1,"RT @NatGeoChannel: Watch #BeforeTheFlood right here, as @LeoDiCaprio travels the world to tackle climate change https://t.co/LkDehj3tNn htt…",947944 +1,carbon emission research intern: (CCC) creates unique and effective tools for mitigating climate change while… https://t.co/wdFtZHdAWe,575833 +1,@NRDC: EPA administrator Scott Pruitt said that CO2 emitted by human activity is not the key cause of climate change. PANTS AFIRE,94054 +1,.@EPAScottPruitt doesn't think CO2 drives climate change? He needs another copy of 'Global Warming for Dummies': https://t.co/vxyx8IvAnO,393798 +1,"RT @blkahn: As EPA head, Scott Pruitt must act on climate change +https://t.co/Gy4FjA0XpA Strong op-ed by @SarahEMyhre… ",870364 +0,@PCKnappenberger how would you best characterize his views on human-caused climate change? (Honest question),555254 +1,RT @c40cities: US Mayors are committed to urgent and impactful action on climate change! #Cities4Climate #ParisAgreement https://t.co/qMep5…,234638 +0,"I know too many liberal friends who don't see the irony in railing against climate change skeptics denying science w/deadly consequences,",477155 +0,#China Briefing: China acting on climate change: https://t.co/1Y50LxQYNk provides the full transcript of the S... https://t.co/5PVS0oSl8h,232383 +1,"ChimpReports: Other agric issues include; climate change, lanf degradation, unfavorable market conditions, high co… https://t.co/I95GzgMPYy",276795 +2,.inhabitat Judge orders Exxon-Mobil to disclose 40 years of climate change research https://t.co/vOOVxpdb4N,100446 +1,"RT @jonkay: ....columns telling gullible readers climate change isn't real, that Obama is Muslim agent, that Jews control Dems, are what go…",203336 +0,"i wanna get 2 kno U so tell me about the things you like to do,the music you listen to,how you feel ab climate change,&if you like drugs PLS",213127 +1,RT @GlobalGoalsUN: We have enough science to believe in climate change and in the causes of all problems with the ocean. -…,723891 +0,RT @MarketWatch: This guy argues that the ‘sociopathic’ tendencies of baby boomers are to blame for climate change https://t.co/9eTOwyUVkQ,168403 +2,On the mitigation of #climate change: Guardian Nigeria https://t.co/y1Zfxnrc5w #environment,676377 +1,"@mitamjensen white people: slavery, global warming, mass incarceration, elected trump",978907 +1,@JoshuaBailor Stopping the TPP and the stupid wars-for-oil were my personal top 2 things that needed to be done to apprehend climate change.,678051 +1,"Watching @BeforeTheFlood_ I swear if another politician or media source laughs at global warming, I might drown them in the rising waters",611144 +0,*creates more American jobs by putting the coal industry back in business because climate change is apparently fake news*,309279 +1,"RT @politicalmiller: Unified! + +*in deregulating Wall St, denying climate change, tolerating LGBT discrimination, abolishing minimum wage…",542339 +1,"RT @skepticscience: The world is getting warmer every year, thanks to climate change — but where exactly most of that heat is going... http…",439943 +1,"And yet, the Chinese came up with global warming all on their own. https://t.co/VSEzAgBtAG",491253 +1,RT @JasMoneyRecords: Florida voted for a man who doesn't believe in climate change when they will literally be washed away if sea levels ri…,1129 +1,RT @LodhiMaleeha: I was honoured to deposit Pakistan's instrument of accession to the Paris agreement on climate change at UN today. https:…,179568 +-1,@FrankMcveety @CTVNews This is the cause of population everywhere. Not 'climate change' gov irresponsible dumping. Oil spills etc.,887546 +0,https://t.co/Zz4vt0NIMu inilah dampak mengerikan global warming #news #berita,859644 +1,"RT @PoliticKels: Don't worry about global warming. We're going to build a new Earth, a bigger Earth, it will be the best Earth ever #TrumpN…",879414 +1,"The cynical and dishonest denial of climate change has to end: it's time for leadership + +https://t.co/6X4Gxc7kGL",624679 +1,Energy Secretary Rick Perry wrongly downplays human role in climate change https://t.co/n1eZHtGcrM via @PolitiFact,498351 +0,"RT @CharlieDaniels: If global warming advocates are so scared and want action, go where the action is China Russia and India +US is squeaky…",516360 +1,Weather Channel destroys Breitbart over BS climate change story ➡️ @c_m_dangelo https://t.co/Vg8NEvlxgL # via @HuffPostScience,491310 +-1,"RT @SteveSGoddard: The global warming scam began this week in 1988. Watch this video to see how it happened. +https://t.co/v4XSVFzdnm",473306 +1,RT @shazbkhanzdaGEO: Smog is dangerous.Reason is pollution.we need to act and act now.climate change is the biggest threat to the world htt…,836263 +1,RT @SpiritualSmoker: it's absolutely disgusting how big of a problem climate change it yet nobody seems to give a fuck,907914 +1,RT @SethMacFarlane: HRC proposes installing half a billion solar panels by the end of her first term. Trump thinks climate change is a hoax…,675540 +-1,World global warming alarmist nations ignore Greenland's record icecap. https://t.co/BXBoNkHG1A,93930 +0,RT @eulenspigel: Gavin's best guess is that 110% of climate scientists believe in global warming.,373826 +1,Trump's other wall: is his Irish resort a sign he believes in climate change? https://t.co/bn166J7r4d,637726 +1,RT @AoDespair: Fucking hell. National health care? Response to global warming? Sending a man to Mars? We can't even run a function…,259781 +-1,News post: 'Global warmists brace for snow dump on climate change narrative' https://t.co/QBSAvkY8g8,747499 +2,Trump's outspoken doubts about climate change have stirred Republican environmental... https://t.co/GGI7bE6T9I by… https://t.co/TuFi6CoUdS,353401 +2,RT @justinkeeble: China warns Trump against abandoning climate change deal https://t.co/f93d2Cbxv6 via @FT,41828 +1,"RT @ImwithHer2016: As SecState, Hillary appointed the first Special Envoy on climate change to focus U.S. efforts to address climate &…",492388 +2,RT @NYTScience: How @realDonaldTrump can influence climate change https://t.co/9BS3e9JlNL https://t.co/39a5MGOoM1,180501 +1,RT @robertmcgillivr: An intimate encounter with a Polar Bear.... Stop global warming #Polarbear #globalwarming #seaice https://t.co/EAHHoyR…,494795 +1,RT @KalelKitten: Isn't it fascinating how climate change was COMPLETELY avoided at every debate? 🤔 Our political system is so corrupt... I'…,114153 +-1,RT @CounterMoonbat: The people who predicted parts of Manhattan would be underwater by 2008 due to climate change are concerned about 'fake…,626872 +1,RT @MotherJones: Look at all the climate change deniers vying for jobs in the Trump administration https://t.co/w1uov8VE5u https://t.co/xJa…,342387 +0,RT @Joel_Chambers: Ok guys it's April. We can no longer use the global warming joke in our posts about how it's warm outside.,381958 +1,RT @YaleE360: Watch out coffee lovers... climate change is coming for your favorite drink. https://t.co/kKpHlwda8R,430054 +0,"I was cold back then, but global warming make me hot. By the way, where is my jokbal??? https://t.co/Q481TW7lww",484935 +2,Google and Game of Thrones star team-up to highlight 'terror' of #climate change: Edie https://t.co/PPmetKmNzi #environment,949930 +-1,"@DRUDGE_REPORT @DailyCaller Greenies think cows' flatulence contribute to global warming, all of which is 'FAKE'! +https://t.co/bdJBUPPyab",172184 +2,RT @GreenHarvard: Economics Phd student Jisung Park explores how climate change will affect human productivity and economic health https://…,381040 +0,"RT @Waterkeeper: Stream Before the Flood, a new film about climate change by @LeoDiCaprio & Fisher Stevens, for free. https://t.co/uRaXqAri…",830367 +1,RT @BernieSanders: 'The concept of global warming was created by and for the Chinese in order to make U.S. manufacturing non-competiti…,665039 +2,"RT @kileykroh: On November 8, this small town might do something no other city has done on climate change https://t.co/kQxE7i2OUq",307047 +0,@lizgreenlive @BBCLeeds Aliens are already here. The planet is a little cold for them so they are responsible for global warming.,85204 +1,"RT @LeoDiCaprio: Want to stop climate change, @UWM? See #BeforeTheFlood at your University #BeforeYouVote. +https://t.co/ubMubJMbkv",185740 +2,RT @UNCCDLibrary: Soil management could make or break climate change response efforts https://t.co/HB7bVGqfHl via @FAONews #UNFAO,347427 +2,RT @edwardatport: Australia being 'left behind' by global momentum on climate change https://t.co/mNJf1ZlV69,444353 +0,its always them walking out of the room or getting mad when they state facts. yall shouldve seen the hurt faces in my global warming class,390209 +1,RT @SenSanders: We have a president-elect who doesn't believe in climate change. Millions of people are going to have to say: Mr. T…,994362 +1,RT @center4inquiry: Rex Tillerson just sidestepped @SenBobCorker's question about whether human activity is contributing to climate change.…,945760 +2,RT @action4ifaw: The charismatic polar bear became the poster animal for climate change - what happens next? via @nytimes…,601441 +2,RT @climateWWF: US rolls back progress made on climate change policy @climateWWF @Manupulgarvidal @WWF https://t.co/s25GsAKXsc,55250 +0,"RT @imMAK02: Side effect of #Demonitisation : Modi had to change his views about climate change + +#MumbaiRains PaltuRam https://t.co/QCtCxb…",456234 +2,RT @thinkprogress: Republican remains a town hall no-show as climate change claims spotlight in Virginia https://t.co/UjPfF5VOBa https://t.…,281850 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,252073 +1,"RT @GeorgeTakei: GOP again suspends committee rules, advances vote on climate change denier Scott Pruitt’s confirmation as EPA administrato…",595738 +1,RT @GilbertJoshuaM: 88% of farmers want politicians to advocate for stronger climate change action! https://t.co/V27kxKm2PJ #SDGA16 #Agchat…,127566 +0,RT @parksikarchive: park hyungsik contributes to global warming �� https://t.co/34cyJ9Tb57,31858 +1,"@realDonaldTrump Earth begins 2017 with near-record warm temperatures. But climate change is fake news, right? https://t.co/jsJCcrJdi9",630319 +-1,RT @CounterMoonbat: The only part of the science that's truly settled is climate change turns people into lunatics. https://t.co/NmADbpJeWM,699509 +1,"RT @wirrow: science- trump's climate change denial is going to destroy humankind within the century +ppl- yea but don't shout let's just see…",268164 +-1,RT @PrisonPlanet: A bunch of Oxford elitists want to tax the food of poor people because 'climate change'. How about fuck off instead? http…,438630 +2,Scott Pruitt does not mention climate change in first speech as EPA director #WorldNews https://t.co/RkzCKayj1e https://t.co/UceRrzwgw0,70358 +1,"RT @whereisdaz: Maybe ppl will start taking climate change seriously when it really starts to affect their lifestyle +https://t.co/KlaQFi31wl",736492 +1,RT @BernieSanders: #ImVotingBecause the future of the planet is at stake. Hillary Clinton will combat climate change. Donald Trump thinks i…,532867 +2,"China’s coal use drops, showing commitment to climate change Experts https://t.co/CEImKEXKiT",842983 +-1,RT @PrisonPlanet: A bunch of Oxford elitists want to tax the food of poor people because 'climate change'. How about fuck off instead? http…,389905 +-1,RT @CounterMoonbat: The people who predicted parts of Manhattan would be underwater by 2008 due to climate change are concerned about 'fake…,379434 +-1,"@WIRED +After 'climate change' this is just next big HOAX!",152471 +2,"In rare move, #China criticizes Trump plan to exit climate change pact https://t.co/aWYk5ufQe7 via @Reuters #climatechange",998597 +1,"RT @ddlovato: #IVotedBecause I believe in equality, we need comprehensive immigration reform, I am pro-choice and global warming IS real. #…",342449 +2,"RT @ClimateChangRR: World’s food supplies at risk as climate change threatens international trade, experts warn https://t.co/ltUzofWdxQ htt…",255150 +1,RT @hugh_jazz45: Furiously googling 'blind trust' 'secretary' 'state' 'defense' 'proliferation' 'climate change' 'conflict' #KeepsTrumpUpAt…,88062 +1,RT @HopeFTFuture: Great to meet with @spelmanc to talk about how to have an effective conversation with your MP about climate change.…,917968 +1,RT @RoKhanna: This rollback of environmental regulations ignores the threats that climate change pose to our infrastructure. https://t.co/F…,43214 +1,RT @BernieSanders: 'The concept of global warming was created by and for the Chinese in order to make U.S. manufacturing non-competiti…,952601 +1,When your president thinks global warming is fake and VP believes in conversion therapy lmaooOooOo,286073 +0,@yungmilktea tell me more pls hahahah I'm about to write a page on global warming,413065 +1,"RT @FemaleTexts: Me: *Enjoying Life* +My brain: you're broke, a nuclear war could start soon, and global warming is getting worse https://t.…",845585 +1,RT @britishbee: 8 top species threatened by climate change - and yes #bees are on that list #honeybees https://t.co/gAwDSIu71O https://t.co…,327878 +2,RT @CNNPolitics: Why climate change experts fear Donald Trump's presidency https://t.co/RmWCYDNUe5 https://t.co/49z6drlwQz,985231 +1,Before the flood is literally a masterpiece and eye opening I recommend it to anyone who has questions about climate change!#BeforetheFlood,595473 +1,RT @apowersb: Republicans held a fake inquiry on climate change to attack the only credible scientist in the room. https://t.co/4w7CobqJ4f,655098 +2,"Carbon dioxide not ‘primary contributor’ to global warming, EPA chief says https://t.co/ELmiWHtBhT https://t.co/kP6HYScTOO",345556 +1,@meljomur you know there's something seriously wrong when China lectures the US on its climate change obligations.,796450 +1,"@rbsralaw 270 minutes of debate time, zero questions on climate change or education policy. ISIS! Emails! NAFTA!",859882 +1,"RT @EnvDefenseFund: Climate change is widely accepted, but these 9 global warming effects may still surprise you. https://t.co/mvKRsnQZtd",994431 +1,"RT @SierraClub: Help your city fight climate change: Daily actions, political engagement, & community activity you can do right now https:/…",480107 +0,"@AnnCoulter come on Ann, we all know global warming is simply the result of all the baby boomers going through hot flashes at the same time.",687781 +2,"December 9th, 2016 Justin Trudeau reaches historic deal on climate change",464796 +1,"Sessions,Steve bannon thinks the greatest threat to America is immigration.Not ISIS,hostile nation,climate change-it's fuckin brown people.",714873 +-1,New report about Antarctica is horrible news for global warming alarmists' https://t.co/muDYVqYqFF,950331 +2,"No turning back on climate change pact, says Ban Ki-moon https://t.co/BhvQTb6rKD",770226 +1,RT @IsModernSociety: This photo by Kerstin Langenberger shows how polar bears are being affected by climate change. https://t.co/8mUjWZ6jH3,952627 +1,"RT @rainnwilson: Proof that climate change is actually happening and that humans are causing it: Read the full story #science +https://t.co/…",651480 +1,"RT @AltSmithsonian: ☀️ USDA made EZ: Say 'weather extremes,' not 'climate change'; “build soil organic matter,' not 'sequester carbon”! ht…",213888 +1,"@Hanging_Dead If you can make a cup of tea, you can understand global warming. https://t.co/p2eC37IqAX",329364 +1,@djt4president @osPatriot @Patriotic_Me At least they're finally agreeing with climate change. So yay...progress. 😬,450755 +1,RT @ObeyTheArt: died in the ice age just to bring em back for global warming. https://t.co/46Inpytep7,607745 +0,The new Wolverine is called Logan and King Kong is now 'Kong' and people are still confident we'll come up with a solution to global warming,906631 +1,"RT @climatehawk1: Nations be damned, world's cities can fight #climate change | @WIRED https://t.co/wCQlpIaIJC #globalwarming… ",558392 +2,RT @thehill: Sanders tears into EPA head for saying CO2 isn't a 'primary contributor' to climate change https://t.co/EJu84fyHa8 https://t.c…,303504 +1,Tell me #johnsonweld voters what did u accomplish tonight for climate change? For college tuition? For the Supreme Court? NOTHING,260748 +1,RT @dailykos: Things heat up as Sen. Kaine grills Rex Tillerson on climate change: 'Do you lack the knowledge'? https://t.co/0V7JU1rk4z,967688 +1,RT @rosysaurusrex: A presidential candidate who thinks global warming and climate change is a hoax does not deserve a place in the White Ho…,230445 +2,RT @RogueNASA: Lawmakers strip climate change references from new Idaho K-12 science standards https://t.co/aPVPPuctxR,601736 +2,ELSSS: 17/5: “Conservation in fragmented landscapes under climate change” by Jenny Hodgson (Liverpool) Peel120|1PM @EERCSalford @BRCsalford,266162 +2,RT @NYDailyNews: EPA report refutes Scott Pruitt's claim that carbon dioxide doesn't cause climate change https://t.co/n2vVBALlBu https://t…,455784 +-1,"RT @OldManDuke: CBC should give the climate change song a break +Climate is dynamic +Solar Grand Minimum approaching,not global-warmi… ",849450 +1,@JohnKerry speech at Marrakech #COP22 very inspiring on climate change https://t.co/Bvblbat1Dy,988275 +1,I know global warming is a bad thing but I like this weather,891477 +0,"Retweeted Alternative NOAA (@altNOAA): + +Pruitt is not (really) a skeptic of climate change. What he is, is... https://t.co/GpQlek83cN",355890 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,980789 +1,"RT @Pappiness: With #HurricaneIrma now a Category 4, Gulf temps remain above normal. + +When those in power deny climate change, the…",231990 +1,"RT @sblackmoore: Recent tweets from the Badlands National Park regarding climate change have been deleted. + +To the brave soul who tweeted t…",664835 +-1,"RT @avalonjdl: I wish that Al Gore would sit down, shut up and stop goring us with his phony climate change claims!!!!!!!",646876 +-1,"@benshapiro The whole problem the left doesn't get is, when we question global warming, we're questioning how much… https://t.co/1xYx6Dpvxc",232105 +2,Sanders: It's 'pathetic' that EPA chief thinks CO2 not primary contributor to climate change https://t.co/p8GlkyhlCu https://t.co/Cd6P1ht2zO,33255 +1,How to take action on climate change and not just read about it: https://t.co/W2CvaIwfJh,172913 +1,"RT @JohnFugelsang: The politicians who promise to do nothing abt gun violence, climate change & income inequality have sworn to do somethin…",18013 +2,RT @CNN: President-elect Donald Trump says 'nobody really knows' if climate change is real https://t.co/dCAM0EZAfu https://t.co/Njun4QYfDC,756040 +1,RT @sunny_hundal: Some idiot guest on BBC #Wato says Trump's claim 'climate change is a hoax' is just him 'exaggerating for for a deal'. Go…,251049 +1,RT @alexissw_: every state is tweeting this which basically proves that global warming a really serious problem https://t.co/F8P4zSrZFH,947731 +1,Deranged man attacks climate change funding with budget ax | Editorial https://t.co/BPSDq3Dbmj https://t.co/EWTqUBg3hZ,853819 +2,"RT @dna: Russian President Vladimir Putin says climate change not man-made, good for economy https://t.co/ELdoqr7iEX",441947 +1,RT @ScienceTeens: Just some of the many ways climate change impacts people's health. -Chris https://t.co/FC5Yxy4NWM,222037 +1,"RT @citizensclimate: There is hope! Global #climate change action 'unstoppable' despite Trump + https://t.co/p6ikEf97Du https://t.co/Pg7LQPl…",468261 +1,"RT @ztsamudzi: Neo-Nazis and climate change, for the most part. https://t.co/1dcV40KtFU",22905 +-1,@NBCNews I think because he knows climate change is bogus,822745 +0,"RT @cricketcrocker: Here's the thing, though. Up until now, climate change political fights were always about HOW WE INTERPRET the data. Pa…",716787 +1,"RT @AaronBastani: We have half a dozen crises this century: climate change, resource crunch, ageing, automation, inequality. 'Centrism' sol…",344603 +2,Obama talks social media and climate change in final address - His advice: 'If you’re tired of arguing with strang… https://t.co/M4uf7PNWwZ,489452 +1,RT @richardbranson: Helping change markets and mobilise businesses to act on climate change: https://t.co/KDvHfLdkYI @RockyMtnInst…,772704 +2,Gov. Jerry Brown warns Trump that California won't back down on climate change https://t.co/siQuTjpdd8,52468 +2,Centrica has donated to US climate change-denying thinktank https://t.co/2we379oUOw https://t.co/mlAHjQ18j2 Buy #cheapgames,57653 +0,"He is directly involved in an initiative that focuses on #climate change and #atmosphere modeling. #IT #Associate +https://t.co/LCY30U3cC3",893750 +2,Costa Rica seeks deeper UAE ties amid risks from climate change and Donald Trump https://t.co/GajPujePiV via @TheNationalUAE,595591 +1,Hillary decided to barely mention the impending climate change apocalypse in her campaign & instead spite that fracking is good &,249141 +-1,RT @smujpot: never have denied climate change - just point out there was once 2.5 miles of ice atop us & NO evidence of them hav…,864284 +1,"RT @NatGeoChannel: Watch #BeforeTheFlood right here, as @LeoDiCaprio travels the world to tackle climate change https://t.co/LkDehj3tNn htt…",160033 +1,So far he's wiped climate change as equal LGBT rights from the white house and signed an Anti-abortion order... I pray for the World tbh,113950 +1,@murpharoo Policies for climate change are complex but feasible. But the politics must be focussed on the national interest. Vain hope,271832 +0,"RT @LazyWrita: �� These Man U fans should still calm down, Mourinho is yet to get on your nerves. Wait till he starts blaming global warming…",900220 +2,RT @nytimes: President Trump’s proposed EPA cuts go far beyond climate change https://t.co/UleRLuPypn,664351 +-1,RT @eavesdropann: LOL! Tough guy John Kerry scolds Trump about climate change; wonder how hard Trump laughed https://t.co/kxTPqDBPwb via @t…,859146 +1,"A climate change denier is leading Trump's EPA transition team, along with an oil company lobbyist.",3553 +1,RT @ClimateCentral: This is how climate change could disrupt the food system we rely on https://t.co/ldNoY7gLPX,305189 +1,RT @mashable: Trump's order will begin to unravel America's best defense against climate change https://t.co/Tmv83ewROa,319226 +1,"RT @AlexSteffen: Trump to move to weaken America's national security by gutting NASA's ability to assess climate change. + +Not normal. +https…",859776 +0,@Slate we don't call climate change deniers climate change truthers do we?,842338 +1,RT @cjospe: This was the first time I spoke to a crowd about an idea to use blockchain to reverse climate change. It wont be th…,545850 +1,The Independent Science loses out to uninformed opinion on climate change – yet again… https://t.co/QOwKY2bLHP #hng… https://t.co/CWTsyheYhr,795872 +2,RT @nytimes: Canada’s strategy on climate change: Work with American states https://t.co/Ngo6FXN1tS,948588 +1,RT @brianschatz: This is just nuts: EPA chief Scott Pruitt just claimed carbon not causing climate change. We Senate D's will be a check on…,882174 +-1,RT @mitchellvii: The only climate change Democrats should be worrying about is the political one.,507371 +0,80 year old Annie Proulx's latest book is 'Barkskins' - a novel about climate change and landscape in which one... https://t.co/sZ53FpwLBo,669006 +0,RT @nareshkumar1539: अगर इसी तरह global warming रही तो 2050 तक तापमान औसतन 4डिग्री बढ़ जायेगा: RajivDixit #उत्तम_आहार_शाकाहार,125627 +0,Perchè qualcuno aveva mai avuto dubbi in proposito? La bestia ha fame: climate change e derivati sono solo le nuove… https://t.co/4tQ6sOqGml,855009 +1,"Vegans vs climate change? +https://t.co/zmIVWmIjku",347985 +-1,@SavageLawnGnome but climate change is a hoax,165855 +1,RT @esmewinonamae: 'Hey I just wanted to talk to you about climate change and how you fucker humans are ruining the planet for me' https://…,437700 +1,"RT @borenbears: NOAA: 24 of 30 extreme weather events in 2015 have climate change fingerprints, such as Miami sunny day flooding;… ",995335 +1,@BDOCanada_Ag #watertable please share ideas to bring up ground water level and reduce global warming,556097 +1,RT @PiyushGoyalOffc: I’m very confident that clean energy is the future and India is fully committed to its climate change goals: @PiyushGo…,384240 +0,Ironic that Great Barrier Reef only exists due to the last global warming event that raised sea-levels over the cli… https://t.co/2JZr0eU8lc,248202 +1,Everyone must watch #BeforetheFlood. Great documentary produced by @LeoDiCaprio & his team showing effects of climate change. Eye-opening,644026 +1,13 devastating photos to show your friend who doesn't believe in climate change. https://t.co/y48QIayatM,183021 +-1,RT @BobbyCantrell8: @BillPowers9 @shirl47char watch out election loss will b because of global warming. After that????,597160 +0,RT @jamisonfoser: Bruce Springsteen just referred to climate change as part of Hillary Clinton’s big election-eve rally and I’m just going…,882002 +2,"RT @guardian: The curious disappearance of climate change, from Brexit to Berlin | Andrew Simms https://t.co/BJdBZcmdKC",280603 +1,Our future VP doesn't believe in evolution or climate change.,976753 +2,RT @ajplus: “One man will not stop our progress.” – Arnold Schwarzenegger on climate change. https://t.co/auejk74wDR,730288 +2,"Forests key to mitigating climate change +By Tim Radford +https://t.co/OhmpWfl8Or #climatechange https://t.co/BgaHlWarxM",277319 +1,"RT @StopCorpAbuse: What does climate change have to do with #HarveyStorm? Hint: Quite a lot. + +Great piece via @yayitsrob, @TheAtlantic +htt…",255878 +2,RT @FortuneMagazine: What Trump’s climate change executive order means for the future of clean energy https://t.co/HCUon4XDzJ,550654 +1,RT @SydneySakharia: the weather SAYS '75 degrees' but it MEANS 'global warming',761090 +2,Trump really doesn't want to face these 21 kids on climate change - https://t.co/QiKksRXQd7 https://t.co/5k1WXxxnJJ,794366 +-1,"please stfu, global warming isn't real https://t.co/fL7oxvVSmq",976248 +1,"RT @Oxfam: Last year, 190+ countries signed the #ParisAgreement promising help to those worst hit by climate change. Promises…",898788 +1,@MI_Country_Hick No surprise there. Compare to alternative of massive social disruption due to climate change. Already visible in Syria.,760873 +2,Growing algae bloom in Arabian Sea tied to climate change https://t.co/3UYFVkYfwx,573603 +1,RT @SenSanders: If we don't address climate change there'll be more conflict over limited resources. We must listen to scientists not fossi…,716634 +-1,"RT @asamjulian: Things that matter most to Dem leaders: Baby-killing PP, criminal-protecting sanctuary cities, man-made climate change. Wha…",41485 +1,@realDonaldTrump Because you're not yet sure about climate change ...a week should allow you to learn enough to do what you have to do.,721689 +1,About $19b of property at risk from climate change effects. A government report into the effects of climate change… https://t.co/AaU53vb10R,829120 +1,"RT @atheistic_1: But at least he's putting a racist in charge of the NSA, a climate change skeptic for the environment, and a creati…",841128 +1,"RT @pangsb: @Independent Donald Trump is trying to say if he did not get his way, he will destroy the earth....disregard climate change.",196096 +2,RT @bencaldecott: Michael Bloomberg and Mark Carney: How to make a profit from defeating climate change | Opinion | The Guardian https://t.…,295371 +2,Trump shifts stance on climate change https://t.co/NnsIah9ezT https://t.co/eYctKq561z #CBC #Tech #IFTTT #followme,318473 +2,RT @WIRED: What a Trump presidency means for the global fight against climate change: https://t.co/JhDmByNpNP,30218 +1,"RT @JoeGatesss: We all need to discuss global warming but first, can we addresss the drought of tops in the LGBTQ community ??? #RealNews",295557 +1,RT @emorwee: In which I casually speculate that Steve Bannon knows climate change will cause chaos and that's sorta what he wants https://t…,754608 +1,"RT @cafedotcom: Ah, that old classic: “It’s cold outside so global warming isn’t real.” https://t.co/yK0qXtHc7a",46806 +0,"@MrAnthonyWood @MSNBC damn one Democrat asked price about global warming +.smh",289439 +1,"RT @HunterDK: 'Scientists around the world are faking climate change b/c they hate our way of life.' +'Sounds right.' +'Russia—' +'W… ",195957 +1,@ChrisCuomo Thank you for handling these climate change deniers so beautifully. These people make me sick. Such sellouts.,669941 +1,RT @ajplus: Leo takes on climate change skeptics: “You might as well not believe in gravity.â€ https://t.co/v8EdagKObD,148684 +2,RT @RedHotSquirrel: David Bellamy: The BBC froze me out because I don't believe in global warming. https://t.co/GRQhUZkFGV,441274 +1,"RT @PaulGRodriguez: “@osceyouthmalaga: ��We need to find answers to security, climate change and other problems. #YouthandSecurity” @OIJ_DIG…",669755 +1,"RT @FionaAdorno: If we don't die from war or the environmental impact of denying climate change, we could always die of embarrassmen… ",279877 +1,"RT @DTrumpExposed: Today Trump will order the end of all federal action on climate change + +This ensures him an infamous place in HISTORY + +S…",832412 +2,RT @ClimateCentral: The Paris Agreement disappeared from the Department of Energy's climate change page https://t.co/cEDFMhCc2e,777580 +2,RT @Jezebel: Energy Department won't disclose names of employees who worked on climate change to Trump team…,603357 +1,RT @CitiesSun: Civic engagement vodeo on climate change @RichardMunang @HElHaiteCop22 @UNEP https://t.co/qzW67YFaK9 #COP22 @NiliMajumder @…,118177 +1,"RT @GregThyKipp: G-g-global warming is a still a hoax +*Nervous sweating* +Must b-b-b-be that liberal media +*Frantic pacing* https://t.co/0a…",869489 +0,RT @ShakeelRamay: I will be on @WorldPTV 5pm n discus climate change & terorism @ClimateDiplo @CntrClimSec @aminattock @LodhiMaleeha @S_Mar…,730726 +2,"As the seas around them rise, fishermen deny climate change - CNN https://t.co/GbsA372hDl",802672 +1,"someone who doesnt believe in climate change: man, we have hardly gotten any snow this year! + +me: https://t.co/MD59K8hOcu",258258 +0,"RT @derekahunter: Weather used to not be climate, but now snow in winter is climate change. https://t.co/uHqnczSQth",118578 +1,RT @Fusion: America is about to become the only country in the world with a leader who doesn’t think global warming is real.…,486928 +-1,"RT @TinaCatalone: Yet @BarackObama will be hailed a hero by the climate change mental heads ITS AGAINST THE LAW,TO KILL BALD EAGLES b… ",681862 +0,asked me who my inspiration was and I told 'em global warming.,478885 +1,RT @GdnDevelopment: On the climate change frontline: the disappearing fishing villages of Bangladesh #GlobalWarning https://t.co/3iSfwXgR21,638215 +1,"They proliferate new products, but don't address climate change. Capitalism is a religion and its adherents worship money.",207515 +0,RT @CivilJustUs: How do they expect us to care about global warming with all this penguin on penguin crime?? https://t.co/HypysWHvVV,171104 +1,RT @frankieboyle: Let's look on the bright side. Maybe climate change will kill off humanity before a Global Fascist government can start t…,590948 +1,RT @RawStory: How we know that climate change is happening—and that humans are causing it https://t.co/Rx9atHZFeE https://t.co/qdMl14wtV1,941928 +1,Tax breaks for the ultra wealthy and climate change denial will not protect us from rising seas. https://t.co/56IjsAYnxB,961652 +1,RT @Channel4News: .@LeoDiCaprio calls on citizens to vote for “people who believe in climate changeâ€; @realDonaldTrump has called it…,93815 +1,ACT LOCAL. Looking for all suggestions on how to stimulate local climate change solutions. Recos on best web platfo… https://t.co/mjjFij2CsJ,224862 +1,"RT @JacquelynGill: Many of these cuts explicitly target climate change research: this is not fat-trimming, it's an attack on the…",984398 +0,RT @heyifeellike: if global warming isn't real why did club penguin shut down,778592 +2,RT @pablorodas: climate: NATO lawmakers warn that global warming will trigger food shortages https://t.co/hvcird5kVB https://t.co/ipjXApOXf9,413991 +-1,"RT @SoCal4Trump: The global warming crowd would have more credibility if they stopped making false predictions. +It's just weather. ��…",178833 +0,Roboter bedrohen in human-caused climate change denial in the U.S. out of plastic waste in the South Pacific has received,774022 +1,"RT @LeeCamp: 44% of bee colonies died last year due to pesticides & climate change. When the bees die, we die. ...But if we die first, the…",953164 +1,RT @StephenMcDonell: The World right now: #China warns #Trump not to abandon climate deal but he thinks Beijing invented climate change.…,242576 +1,"A few months ago you were saying China invented global warming, and that they were a menace. Hypocrite. https://t.co/S22iUGBenu",854794 +2,RT @TIME: Republican congressman says God will 'take care of' climate change https://t.co/bnTczTPpSK,115680 +1,I'm not even ready to watch Before the Flood bc it's gonna make me hella emotional & angry at people for not caring about global warming,858612 +2,#science Clues for reversing climate change in Oman's mountains? - The Recorder https://t.co/WhOUZ8Wkgg,771795 +1,RT @5SOSUpdatingWW_: Solution: do what we can to make sure global warming doesn't get worse idk?,995715 +1,RT @kingslutt: I wonder how dumb you have to be to vote for someone who said global warming is a hoax created by the Chinese,968 +1,RT @toomuchthyme: sometimes I start crying out of confusion about people who deny climate change,122967 +1,RT @LanaParrilla: Last day to see @LeoDiCaprio’s climate change doc for free. Powerful stuff. #beforetheflood https://t.co/WliqfEvhKc,918138 +2,RT @EcoInternet3: BlackRock Inc promises it will put new pressure on companies regarding #climate change and board ...: Financial Post http…,419103 +2,RT @BBCWorld: US diplomat in China quits 'over Trump climate change policy' https://t.co/iLCkQTorAM,851764 +2,RT @CNN: Robert F. Kennedy Jr. says President Trump's climate change policies are 'turning America into a petrol state' https://t.co/US0hvy…,393489 +2,RT @Reuters: JUST IN: EPA chief Scott Pruitt disagrees that CO2 is primary contributor to global warming: report https://t.co/g3K7JQIoki,690123 +1,RT @ClimateReality: We can debate how to tackle climate change – but the science is settled #ClimateMarch #ActOnClimate https://t.co/5ZxWIC…,243700 +1,@peej1st @guardian I think it's the fact climate change isn't simple confuses and angers the stupid,489087 +1,Rudolph and his chums might also be doing their bit in the fight against climate change ❄ https://t.co/6EDZcMYGdI… https://t.co/2LnRpDBnn4,595915 +1,RT @daveweigel: The televised debates had more Qs about hacked Clinton campaign email than about climate change. https://t.co/UUPQ83e8Jq,835972 +1,RT @esquire: 9 things to know about Donald Trump's climate change denier-in-chief https://t.co/t2p8Dzkyky https://t.co/9xVGp9cAwM,64563 +1,Phoenix faces a reckoning from climate change -- great story from @yardleyLAT https://t.co/kNLUQs8wUE,9515 +2,Will climate change affect forest ecology?.. Related Articles: https://t.co/OBNpGhLBcD,803120 +2,Is there a link between climate change and diabetes? https://t.co/7fG6eUHJ1r https://t.co/Oj15FgsQJs,908263 +0,RT @BelugaSolar: The complex world of climate change governance: new actors; new arrangements https://t.co/kflzE5JNKz,261107 +2,@amcp World Business Report crid:3t1ir7 ... Food and Rural Affairs Committee says climate change could bring heavier rain fall in ...,819684 +0,"RT @WilliamSBudiman: Jualan climate change ga laku di jakarta. Ga ada yg peduli, makanya ga ada yang jualan. Menyedihkan tp kenyataan. http…",488066 +0,Man got global warming in my freezer and it's fucked all my food up. I cba with life.,416734 +-1,RT @TheGreatFeather: All you fools that bought into the climate change hoax... see any solar panels or wind turbines? Send him more of y…,925682 +1,Leo DiCaprio's new film 'Before the Flood' is a sweeping look at climate change | MNN - Mother Nature Network https://t.co/o9Wt7ceKcV,896486 +2,"In America, big business is taking on the challenge of climate change https://t.co/PLb3yOgrqG",384750 +2,RT @CNN: Former US President Obama will speak about climate change and food supply at the 'Seeds and Chips' summit in Italy https://t.co/MC…,184728 +1,RT @SandieCornish: James Martin SJ explains why climate change is a moral and religious issue. https://t.co/krNfZVHeCH,583279 +1,"RT @NicoB94: @realDonaldTrump please support climate change policies, YOU can make a HUGE difference. The world is watching, humanity count…",456497 +1,RT @sharonlawrence: Thx @elaine4animals for joining @aitruthfilm at #EarthFocus Film Fest. Opens TODAY Speak truth abt climate change…,602037 +2,Al Gore's climate change film An Inconvenient Truth gets a sequel - https://t.co/kcSbzpykXE https://t.co/I20onApp4F,171439 +0,RT @OptaJoke: 10 - N'Golo Kante's heat map for every game he plays accelerates global warming by 10 years. Coverage.,447603 +1,RT @KimKardd: We have to face the reality of climate change. It is arguably the biggest threat we are facing today.,885577 +1,"RT @taygogo: Rosa Luxembourg said, 'Socialism or barbarism.' And in the days of Trump and global warming, that feels real af.",675306 +2,"RT @efairhurst: Apple, Google, Microsoft, and Amazon will continue to fight climate change despite Trump’s order https://t.co/QdS2zFvUYS",501170 +1,RT @JamesMartinSJ: Why is climate change a religious issue? Because God's creation is holy. And climate change hurts the poor the most. htt…,624440 +2,"RT @climatehawk1: February's unusual heat has #climate change link, scientists find | @InsideClimate https://t.co/nLEahSteob… ",896619 +0,Just heard on Savage show that they're saying 'global warming' is causing the reindeer to get smaller. ??? ???,863360 +1,@atDavidHoffman Last night my 8 yr old gave us a full on presentation on what hurricanes are and how global warming… https://t.co/KB8hvKb5BY,264731 +1,RT @JohnsHopkinsSPH: Interesting polling data. Follow @JohnsHopkinsEHE to learn more about how climate change affects health. https://t.co/…,11242 +0,RT @johnmyers: First bipartisan press conference on a climate change plan since 2006 in Sacramento. https://t.co/52wAdxjMj0,396402 +2,RT @MSNBC: Pres. Obama says he's confident US will continue to fight climate change: https://t.co/15S2axtr5K https://t.co/yd6DhoHiUj,129328 +-1,@nytpolitics If all you people were as concerned about terrorism as you are about climate change....that'd be great.,355752 +-1,"RT @RogerHelmerMEP: Helmer@Heartland,DC: 'We can consign the myth of man-made global warming to the dustbin of history'.",414641 +1,Its so warm???? why is global warming a thing,648134 +2,From global warming to redistricting: Is Arnold back? Capitol Weekly ... - Capitol Weekly https://t.co/8Sf4hpbVzW #GlobalWarming,585873 +1,RT @retroJACE: global warming real as hell. al gore told us. leo dicaprio keep tryna tell us. its 82 degrees and its halloween. sumn aint r…,484903 +2,RT @TIME: How climate change could make extreme rain even worse https://t.co/BYFvCAm8cE,383148 +2,RT @capitalweather: Interior Department agency removes climate change language from news release: https://t.co/mHTSAJ2XIn via @dino_grandoni,607196 +2,RT @FlitterOnFraud: Teens suing U.S. over climate change ask for Exxon's 'Wayne Tracker' emails https://t.co/Mlhc4En0Ej,630539 +0,Roboter bedrohen in human-caused climate change denial in Münchhausen:,841129 +1,RT @NatGeo: How will a warming climate change our most beloved national parks? https://t.co/fkywugt7fv,579483 +1,RT @sarahkendzior: @daveweigel And NYT hiring a racist climate change denier...,803403 +0,RT @NotAllBhas: global warming aesthetics https://t.co/y8wGwckMzt,429158 +1,RT @savbrock: It's almost 90 degrees outside on Halloween and some of y'all are still denying the legitimacy of global warming 🤔,792227 +2,RT @France24_en: Australia’s Great Barrier Reef expedition to explore climate change-resistant coral https://t.co/NjhLv11SY3 https://t.co/q…,41300 +1,"RT @GeorgeMonbiot: So now the bigots, homophobes and climate change deniers with which the DUP is stuffed will help govern the United Kingd…",219369 +0,"RT @headfallsoff: climate change is not something Happening, it is something actively being done to us by the rich, by the ruling class",907220 +1,@EPAScottPruitt your climate change comment: Ignorance or lie? One or the other. It is no longer in question.,508017 +2,"RT @thegulftoday: Earth Hour strengthens UAE role in tackling climate change: Minister +https://t.co/CvclqK9uum https:/…",159273 +-1,https://t.co/Eh1uDma73c best ever rebuttal to climate change,55944 +2,#news #Big oil pledge to help tackle climate change dismissed as 'drop in ocean' #business #fdlx,103249 +1,"RT @robdromb: Toomey opposes Abortion, Gay Marriage, pro-business, anti-consumer, anti-worker, anti-poor, denies climate change. + +VOTE @Kat…",979440 +1,Talking w archaeologist today about underwater heritage at risk to climate change- new area of research? @USICOMOSClimate #NPC17,405189 +2,RT @CBSNews: Bernie Sanders: 'What astounds me is that we now have a president-elect who does not believe climate change is real…,186884 +0,@Cernovich Can we spin it to include climate change also?,269793 +1,@mpk The practice of airing 'both sides' can create a completely false equivalence (e.g. climate change reporting). (2/2),344862 +1,"@RobertFife #cdnpoli #nobullshit + +A carbon tax will do nothing to combat climate change. The tar sands have to stay in the ground.",125818 +1,"#BeyondtheFlood an apathetic attitude toward climate change, will destroy the future of our planet!",595937 +-1,"RT @spark_show: Is this her answer to every question ever? She's so useless. + +Human caused climate change is the conspiracy. #ableg https:…",233634 +1,"RT @Ursalette: @Kalaax008 @DrDavidDuke Trump's absolute ignorance of global affairs, trade repercussions, and climate change denia…",900748 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,874349 +2,RT @cbcnewsbc: Kinder Morgan Canada president Ian Anderson says he's read climate change science but remains unsure of human cause…,484912 +1,RT @DanielxMarquez: We need to find a solution to global warming because no one should have to wear shorts after thanksgiving,203361 +1,"My husband believes that climate change is 'just a cycle.' Reaction? Awe, disbelief, and contempt. + +The alt right is thriving.",632424 +2,RT @ajplus: Trump picked a climate change skeptic to head his EPA transition team. https://t.co/3Odv7hO57P,720954 +1,"RT @FrealChanyeol61: this is illegal cuz they are increasing global warming , i am going to sue them https://t.co/2Thi5pN2Gt",371687 +-1,#IPCC https://t.co/a0F9709CTr Take a look at what else the climate change protesters in Copenhagen are promoting.,90618 +1,RT @SenSanders: We have a president-elect who doesn't believe in climate change. Millions of people are going to have to say: Mr. T…,593814 +1,"RT @NatGeo: .@SylviaEarle on climate change: 'We can't go back, but we can make Earth better than where it's headed...I think t…",710444 +1,2016 showed that climate change is here—and that we can stop it https://t.co/BE3So0ON2J,625337 +1,I think Mother Nature is just tryin make a hint to Trump that global warming is real,553002 +-1,"RT @SteveSGoddard: I've been hearing this global warming idiocy for 40 years, and nothing is changing. At what point does this scam en…",733706 +1,"RT @SenSanders: Will Scott Pruitt, a climate change denier who received over $340,000 from fossil fuel industries, combat climate change? D…",533949 +2,"The most populated part of North America may be in for a climate change surprise. +https://t.co/s9Rmqe7p3w",897900 +2,RT @Complex: World leaders say Trump is the lone holdout in a global effort to fight climate change. https://t.co/O5j5D2HkHj https://t.co/q…,872901 +2,RT @sciam: Antarctica’s southern ocean may no longer help delay global warming https://t.co/dV174aBcHx https://t.co/sL66QUvvwr,683919 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,811713 +1,I keep returning to the thought that the most dangerous gov. policies are the irreversible ones: climate change and urban spatial planning.,255110 +1,"@FoxNews @KarlRove you are supporting murderers, it is murder to fraud about global warming and to keep polluting,… https://t.co/YloD41Wuz5",608214 +-1,"RT @mitchellvii: If manmade climate change is real, why all the manipulation of data to prove it?",805541 +1,@sandeeproy1 @dhume That 'personal veganism' based on scientific findings of climate change & environmental degrada… https://t.co/9cdh4jIhHV,541240 +-1,"@OliveGraceSophi @nytimes ever happen in 1800's? I'd bet it did, was that climate change?",191628 +1,RT @jrockstrom: Don't get cheated by massive Trumpian Bias. Americans worry about human induced climate change & want CO2 reductions https:…,964006 +1,"RT @BlaneDarlink: @carloslcurbelo Thank you. AND Floridians need you to speak out even more about sea level rise & global warming, not to m…",741063 +2,RT @sciam: A coalition of 17 states are challenging President Trump's effort to roll back climate change regulations https://t.co/9UAYpzz2Fz,975898 +1,RT @samsteinhp: FWIW. we have probably lost the battle against climate change tonight,767317 +1,RT @frankieboyle: Let's look on the bright side. Maybe climate change will kill off humanity before a Global Fascist government can start t…,533824 +1,RT @SethMacFarlane: HRC proposes installing half a billion solar panels by the end of her first term. Trump thinks climate change is a hoax…,271154 +1,How climate change makes hurricanes worse https://t.co/za903b5OlI via @YouTube,112432 +0,"RT @sahilkapur: New Quinnipiac poll + +76% are concerned about climate change +65% say it’s caused by humans +56% say discourage coal +62% say k…",579886 +1,RT @ryan_the_ryan: the next leader of one of the most powerful countries in the world doesn't believe global warming exists. welcome to the…,501800 +2,"Polar vortex shifting due to climate change, extending winter, study finds + https://t.co/62FyvFmvDK",235510 +2,"National Geographic asked photographers to show the impact of climate change, here’s what they shot:... https://t.co/D9V6B5puK5",842312 +1,This whole global warming thing really is unfortunate...,702273 +0,RT @Albertaardvark: Kim Jong il will always be remembered fondly for his leadership and contributions on climate change.…,76201 +0,RT @taylorgiavasis: Do you guys actually care about climate change or are just mad Donald trump doesn't believe it's real,387371 +-1,"RT @Cernovich: Same 'experts' who said Hillary would win claim 'climate change' is real. LOL! Go away, morons, you know nothing and you los…",926245 +0,@SacredGeoInt Not really. So there are some shills. Are you saying we can nothing about climate change?,541359 +1,China very kindly explains to Trump that it didn’t invent climate change as a hoax. https://t.co/Pz8fBZDFZW via @slate,568347 +1,RT @NatGeoChannel: One of the easiest ways to help combat climate change in your daily life is to stop eating beef. Here's why:…,229052 +1,"especially considering I know how to solve the world's energy problems, which will also aid in solving the climate change problem,",606671 +1,Harvey should be the turning point in fighting climate change https://t.co/CdvUvj4raK #Environment,764166 +0,RT @KFILE: Had story coming on Green say 'climate change' was a term 'used by nuts' and arguing on Facebook the climate was cooling.,907987 +1,sis its climate change https://t.co/zh8gduaA2M,514521 +0,"RT @fuchse_pl: '40% of the US population doesn't see why global warming is a problem, since Christ is returning in a few decades.' #Chomsky…",893831 +2,"RT @guardian: USDA has begun censoring use of the term 'climate change', emails reveal https://t.co/lGOK2nOFs5",334427 +0,@JoyAnnReid Yes but only if our Wall doesn't succumb to global warming.,668387 +0,If @realDonaldTrump talks to @elonmusk about climate change and makes Japan pay for a hyper loop to Asia (love ya Japan) I'll get a boner.,161092 +1,RT @UTAS_: One of the lesser known side-effects of climate change is the slow and steady rise in criminal activity: https://t.co/ErbJ79F8P1,135384 +2,RT @CNNInternatDesk: EPA chief: Carbon dioxide not 'primary contributor' to climate change https://t.co/I3MuvhrodK,474081 +1,RT @ec_minister: Grow the clean economy and create good jobs: Canada’s plan to fight climate change. https://t.co/YxAWghRhdM https://t.co/…,342022 +2,McCain jabs Pruitt on climate change https://t.co/R4uaEuF3kZ https://t.co/4LD7tGb6dF,364254 +2,‘There’s no plan B’: climate change scientists fear consequence of Trump victory https://t.co/tmMZS7aZwx https://t.co/WxdIz3Lmsa,8553 +1,"RT @DLSLOfficial: Tomorrow, November 4, 2016, is Lasallian Earth Day! Let's take action on climate change and support our campus' gre…",106372 +0,@ce_est_vinnie climate change,51779 +2,RT @EcoInternet3: Greenland: how rapid #climate change on world's largest island will affect us all: The Conversation https://t.co/DuosM6v4…,616646 +1,RT @f0ggie: when you worried bout the Earth but this global warming lowkey bussin https://t.co/1k7EkvXR9s,186103 +0,Interesting perspective on climate change & how it will actually cause Trump's anti-immigration/terrorism agenda to… https://t.co/bT9RgXghdv,395391 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,406801 +1,RT @SethMacFarlane: HRC proposes installing half a billion solar panels by the end of her first term. Trump thinks climate change is a hoax…,5109 +2,"RT @ReutersWorld: Trump faces G7 squeeze on climate change, trade at Sicily summit https://t.co/Dl4fUx2ELV",635376 +0,RT @ddale8: Trump again vows to cancel the US contribution to the UN climate change program and spend it on clean water and clean air in Am…,23008 +1,I hope all the horrible & deadly effects of 'nonexistent' climate change happens to DC because you all have a dumbass carrot for a president,291565 +1,"RT @MikeBloomberg: Washington's failure to tackle climate change won't stop cities, businesses and citizens from leading the way. https://t…",146793 +1,RT @MoveOn: @realDonaldTrump just nominated climate change denier @AGScottPruitt to lead the EPA. Here are 4 things you need to…,745696 +1,"RT @Rottoturbine: Also, Earth woefully unprepared for unsurprising and totally predictable human induced climate change https://t.co/VBRHeJ…",569370 +2,RT @thehill: CO2 levels in atmosphere hit new high as EPA head denies its role in climate change https://t.co/3qA08xvvLd https://t.co/OMlgT…,62652 +2,RT @FoxNews: Paris Agreement on climate change: Washington reacts to US pullout https://t.co/bLRCV8uEHS via @brookefoxnews https://t.co/a5…,966399 +1,"RT @NatGeoChannel: Watch #BeforeTheFlood right here, as @LeoDiCaprio travels the world to tackle climate change https://t.co/LkDehj3tNn htt…",35274 +2,RT @MSNBC: John Kerry says he'll continue with global warming efforts until the day President Obama leaves office…,906519 +1,"@mamaswati my bad, I just remembered, the world as we know it will cease to exist becasue of climate change deniers.",982595 +2,"RT @UKIPPOOLE: Plastic bottle menace ‘rivals climate change’ + +https://t.co/XkpAjSKeRD",882705 +1,RT @Independent: Artists visualised what climate change could do to New York and it's breathtaking https://t.co/FfY7aPAeIL,409108 +1,RT @TonyHWindsor: What a relief that climate change doesn't really exist https://t.co/4KTSANm9jv via @canberratimes,57477 +2,Government to outline climate change risks facing UK in new report https://t.co/i0DH3pxCy5,321347 +1,"RT @CIF_Action: Across #Zambia, #women are taking action to tackle pressing issues that were caused by #climate change.… ",648487 +1,RT @daveweigel: Most center-right parties agree w/ 'the left' on climate change. Even France's National Front. GOP's an outlier. https://t.…,644096 +1,RT @etiennelefleur: Neoliberalism has conned us into fighting climate change as individuals. By @Martin_Lukacs https://t.co/cwyRVddY1X http…,673747 +1,I genuinely fear for the fate of this planet now that both the presidency and Congress are dominated by the party that denies climate change,788541 +1,"RT @CarolineLucas: .@Ed_Miliband, @MaryCreaghMP and I urge Theresa May to challenge Trump's contempt for tackling #climate change https://t…",239930 +1,RT @lyssadelrey: When I show people the leading causes of climate change and they see the fraction of it that's due to animal agricu…,745412 +1,Climate change aka global warming is pretty high up there bro https://t.co/fDFrcz2HEl,413459 +0,"RT @SEEMORis: Genuinely interested about the group who follows me. +Is global warming real?",936497 +2,Reuters: Trump to roll back use of climate change in policy reviews: source https://t.co/H0JxKJJvWD,275239 +0,Kentut dari hewan-hewan purba adalah penyebab utama global warming di zaman dinosaurus. [BBCnews],320994 +2,India hits back at Trump in war of words over climate change https://t.co/mCYySe04lk,411895 +1,RT @UNLibrary: Indigenous and local knowledge has a role to play to observe & respond to climate change. More from @UNESCO…,315050 +1,"RT @JamilSmith: Trump doesn't govern like a true climate change denier. In a way, his approach is crueler. Here, I wrote about why.…",755572 +2,"RT @TIME: China to Donald Trump: No, we didn’t invent climate change https://t.co/B0IVLU2Wl7",431514 +2,Stephen Hawking has a message for Trump: Don't ignore climate change https://t.co/OqqVOOfg0l,437946 +2,Scientists scramble to protect #research on #climate change - https://t.co/tn0wToss6z' https://t.co/IKPIVJUANQ,75418 +1,"RT @foe_us: “We need to act now to lower carbon emissions by improving energy efficiency & tackling climate change head on.' + +https://t.co/…",3478 +1,"RT @iamhamzaabbasi: In global news for all the right reasons. Verified by WWF, PAKISTAN planted 1 Billion trees to fight global warming…",857728 +1,"RT @NatGeoChannel: Watch #BeforeTheFlood right here, as @LeoDiCaprio travels the world to tackle climate change https://t.co/LkDehj3tNn htt…",544431 +0,@ReutersIndia did he box him for approving taking down all global warming related info from gov pages?,445821 +1,Do we really have a president that doesn't believe in global warming? How many people don't believe in global warming? WTF,597449 +1,"Oh, and the wasteland will be created by denying climate change not by spending imaginary money. https://t.co/Stnf6qyqAN",331758 +2,RT @RFirlinger: Germany: 'Merkel vows to convince climate change 'doubters'' https://t.co/6A6giWOlmC,744703 +2,RT @kylegriffin1: Emails obtained by the Guardian show that the USDA has begun censoring use of the term 'climate change'. https://t.co/SGC…,651018 +0,Major causes of global warming https://t.co/2lrV10giJ1 9GAGTweets,92722 +0,RT @CivilJustUs: How do they expect us to care about global warming with all this penguin on penguin crime?? https://t.co/HypysWHvVV,966254 +2,Last Top Stories: Could Trump unravel Paris climate change deal? https://t.co/yTdgar9YXq,309377 +1,.@Waterkeeper staff marched in support of our 320 Waterkeeper Organizations & Affiliates tackling climate change https://t.co/PEkOUkB2Rw,459490 +2,RT @yicaichina: 90% of #Chinese think #China is on the right track. Only 15% are 'Very concerned' about climate change. https://t.co/3PNxIn…,86 +1,RT @SenSanders: We have a president-elect who doesn't believe in climate change. Millions of people are going to have to say: Mr. T…,384830 +2,Q&A: Why some extreme weather events can now be blamed on climate change https://t.co/s0AsOTeyqF,613613 +0,RT @KKelseyBITCHH_: Polar bears for global warming https://t.co/8JsbiG0TfP,623300 +2,Scaramucci once called climate change denial ‘disheartening.’ Then he took a job with Trump https://t.co/CRB9hetEbj by @dino_grandoni,245730 +0,Let me tell you my view point on global warming considering the #smog show in Delhi recently.Do read and spread this thread if u like it!,585862 +2,ECOWAS says addressing climate change issues will end farmers/herdsmen clashes https://t.co/rqMtjbBwTL https://t.co/Ke5lPurle8,50863 +1,"@sarahartman My god, he's going to build a wall, promote war crimes, ignore the reality of climate change. Worries me as an Irishman.",668999 +1,RT @SenSanders: If we don't address climate change there'll be more conflict over limited resources. We must listen to scientists not fossi…,250178 +0,I'm wearing a jean jacket during winter ...global warming is brazy.,928102 +1,RT @awuillermin: you know what im SO stoked on? the fact that people elected a president who openly regards global warming as a 'hoax'. tha…,197936 +1,"RT @__LyLy: I don't understand how someone can say they don't think climate change is real. Do they think the Earth is flat, too? & the sky…",162631 +1,"RT @newscientist: EPA boss says carbon dioxide not primary cause of climate change, contradicting all the scientific evidence…",851539 +1,"RT @AllBirdsWiki: @birdsblooms Animal ag is the main cause of global warming, harming birds and other creatures! Pls don’t post bacon recip…",630990 +2,Evidence of global warming overwhelming – Kerry – Radio New Zealand https://t.co/yV7xJDgstI,731006 +-1,"@Heritage Let me guess! Subsidies, 'entitlement' programs, propping up third world dictators, oh yea, and the climate change hoax!",269112 +1,RT @kurteichenwald: China is now explaining the history of climate change science/politics 2 underscore to Trump they didnt do a hoax. God…,135509 +2,How can we trust global warming scientists asks David Rose | Daily Mail Online https://t.co/GjeiRC4O4s,649451 +1,"RT @RedLine_Tacoma: Global risks to economy: extreme weather, water shortages, natural disasters & failure to prepare for climate change ht…",522807 +2,DOE head says carbon dioxide not primary cause of climate change / https://t.co/oFCKyse6JB,906290 +2,RT @HuffPostPol: Twitter resistance explodes after federal climate change gag order https://t.co/B8RBKhkcoI https://t.co/iZ3v81dh8v,747908 +2,RT @SpudLovr: Wisconsin state agencies are deleting talk of human-caused climate change from their websites https://t.co/4tQI1l9TU4 #wiunio…,514473 +1,5 Stories to Read This Weekend - News Editors' Picks @realDonaldTrump doesn't believe n climate change SAD 4 US https://t.co/tCMQw7E2L2,584858 +2,RT @dwnews: Trump's #EPA chief Scott #Pruitt denies human activity link to climate change https://t.co/tPuNpg9wIr https://t.co/AAKlX4MBVK,664343 +0,"You guys watching the climate change stuff in the news? Last time a celebrity pulled out of Paris, we got a leaked… https://t.co/VMtL8EGsoV",60562 +1,RT @XXL: .@LifeofDesiigner learns about the dangers of climate change on @BillNye’s new Netflix show https://t.co/XfTymuRn0I https://t.co/A…,219164 +1,RT @BernieSanders: 'The concept of global warming was created by and for the Chinese in order to make U.S. manufacturing non-competiti…,757018 +1,"RT @Kon__K: He's a self - proclaimed racist, misogynist, climate change denier, homophobe & fascist. + +But she's a woman. #ElectionNight",262715 +0,RT @CivilJustUs: How do they expect us to care about global warming with all this penguin on penguin crime?? https://t.co/HypysWHvVV,548508 +1,"RT @PhilG_Poetry: Record-breaking climate change pushes world into ‘uncharted territory’ #ClimateChangeIsReal #climatechange +https://t.co/…",980254 +1,RT @SenSanders: We have a president-elect who doesn’t believe in climate change. That’s frightening for this country and the world.,868161 +2,RT @guardianeco: Markets are already pricing in climate change. Business can't afford to wait to act | Sam Mostyn https://t.co/K77c0eDWmo,834772 +1,RT @JWagstaffe: EPA head Scott Pruitt denies that carbon dioxide causes global warming... which is absolutely scientifically false. https:…,594425 +1,"climate change causing all this? there's just not enough evidence to support that + +jesus making his return? say no more. has to be it",785253 +1,RT @wef: 7 things @NASA taught us about #climate change https://t.co/dk7D5OkVha https://t.co/GghWFjp7rp,961888 +1,RT @voxdotcom: Guess what? The military thinks climate change is a threat. https://t.co/8idgzeo0nB https://t.co/qx36hXsDYt,75397 +1,RT @nowthisnews: This scientist has had enough of climate change denial bulls*t https://t.co/Cz9Ql4Nqc4,77083 +1,"RT @conradanker: 2016 ➡Warmest on record. Defense, business & recreation all accept climate change. @realDonaldTrump #KeepParis + +https://t…",302295 +2,Captain Robert Scott's log book from Antarctica expedition raises doubts about global warming - Daily Mail… https://t.co/XJHi5YucDs,395544 +1,But seriously. This episode was from 2000 and they were debating climate change. 16 years later and how is that sti… https://t.co/glzXLQqFGU,849330 +1,"RT @LaterCapitalism: End world hunger, eliminate poverty, slow the rate of climate change, put an end to patriarchy and systemic racism,…",478651 +1,RT @wef: 11 ways to see how climate change threatens the Arctic https://t.co/3t6ZHJZ1pM https://t.co/XoqQCrE5Np,94740 +-1,"RT @BigJoeBastardi: Tired of being told I dont believe in climate change, which is redundant term and everyone knows occurs. Real deniers o…",275970 +0,RT @RyanMaue: It's clear from last 50-years of global tropical storm & hurricane counts that any possible climate change signal h…,358701 +1,"How do you not believe in climate change? It's the middle of November and I can still wear shorts most days. Climate change is a hoax, obvs.",125289 +2,POLICY SHIFT: Trump to undo Obama’s climate change agenda https://t.co/7jXjJV6yI1 https://t.co/jg1oAebbqJ,62516 +1,RT @BuckyIsotope: “I don’t believe in climate change” I say as the ocean laps up against the Rocky Mountains. “It’s a myth” I say as my ski…,720136 +1,RT @javiersolana: More common sense their at least in this case. ' China warns Trump against abandoning climate change deal' https://t.co/l…,218672 +1,RT @davessidekick: #r4today always wheels out climate change denier / liar Nigel Lawson to imply the science is up for debate. This is not…,383562 +1,"call your senators: Tell Them to block Trump’s cabinet of hate, climate change denial, & Wall Street greed https://t.co/6naBSqXIZu",834208 +-1,@ANTNAsty22 Does the climate change? Yes; Do we know why or how or what or when? No,666011 +1,RT @thenorthface: Give your signature to help combat the impacts of climate change in the Arctic: https://t.co/TaKa37K9gc…,128706 +2,RT @globalwarmingt: Global Warming Times: China to Trump - 'we didn't make global warming up'. https://t.co/KTEJXT1HCu #China #Trump #globa…,589834 +-1,"Head of the global climate change cult, Al Gore, says “God” told him to fight global warming https://t.co/7Se1KSeB1c",10961 +0,I wish there was a climate change chapo trap house,28437 +1,"RT @katercanter: I love when we get #LARain and no one claims the drought is imaginary. +*cough* climate change deniers every single… ",185242 +1,RT @nature_brains: Don't forget! Applications to tackle climate change as a NatureNet Science Fellow are due by Nov 30. https://t.co/kK2nMi…,417834 +1,"If even an iota of evidence for climate change and mass extinction from human activity arises, is it not worth open… https://t.co/vQDbYQ3fKu",601728 +1,"RT @ErikSolheim: Another silent spring? +Birds are struggling to cope with climate change. +https://t.co/WjbudjVN6K https://t.co/IeqXYedz9v",171008 +1,RT @iansomerhalder: @LeoDiCaprio Im so grateful for the time you took to tell the important story of climate change in #BeforetheFlood Than…,391625 +1,RT @CleanAirMoms: 'We're sounding the alarm. The ultimate danger of climate change is that it's a danger to the health of every American.'…,228365 +0,@EricJowi Linkages have been made to climate change...,52039 +2,"#weather Mediterranean to become desert unless global warming limited to 1.5°C, study warns – Inhabitat https://t.co/DJKmdnWYDa #forecast",492437 +2,RT @nytpolitics: Scott Pruitt has moved to stock the EPA with like-minded conservatives — many of them skeptics of climate change…,570336 +2,"2016’s super warm Arctic winter 'extremely unlikely' without climate change, scientists say https://t.co/cGb2wNey0G",334036 +1,RT @SenSanders: We have a president-elect who doesn’t believe in climate change. That’s frightening for this country and the world.,453933 +2,RT @insideclimate: The Obama Administration released on Thursday an updated compendium of the accepted science about global warming https:/…,488643 +1,RT @sciam: What to say to a climate change skeptic https://t.co/wveBCHKH8E https://t.co/PGchImjxZY,704666 +1,"On climate change, Scott Pruitt contradicts the EPA’s own website-ideology over reason wins. https://t.co/qL5rzi1NG8 https://t.co/5MjTodhrwv",41327 +1,"If we stopped emitting greenhouse gases right now, would we stop climate change? https://t.co/IhINz9yowW https://t.co/dWN0oAIWWN",572732 +1,RT @CNN: No snow where there should be. Bleached anemones. Cracks in the ice. This is what climate change looks like:…,510330 +1,"Time to pull out the peace signs. Crank up the peace emojis. Get rid of these idiots in DC. Fight climate change, s… https://t.co/FMSvg0zh5c",27 +1,RT @SenSanders: We have a president-elect who doesn't believe in climate change. Millions of people are going to have to say: Mr. T…,217352 +2,"Largest all-female expedition braves Antarctica to fight inequality, climate change: LONDON (Thomson Reuters…… https://t.co/80aFAKchfh",789044 +1,RT @harrymcgee: Stark news on climate change. Won't meet targets. Current policies not sufficient. Not on track for decarbonisation https:/…,881513 +2,An Inconvenient Sequel: Truth to Power trailer: climate change has new villain – video https://t.co/oRUHEete7P,358185 +1,"RT @AssaadRazzouk: In the new new world, China lectures the United States about climate change and the importance of cooperation betwe…",590065 +2,RT @nytimes: This marks the first time in the modern era of global warming data that temperatures have blown past the previous record 3 yea…,921581 +2,"Chilling effect of autocracy: CDC cancels a conference on climate change health effects, of their own will.… https://t.co/sygkDcRtAB",338838 +2,"Scientists just measured a rapid growth in acidity in the Arctic ocean, linked to climate change… https://t.co/tQkBY0eVEI",152098 +1,RT @voxdotcom: Trump’s election marks the end of any serious hope of limiting climate change to 2 degrees https://t.co/cjiuP9xDIy,396891 +0,"The rain really needs to stop, I blame global warming.",179266 +1,@1Swinging_Voter All this will do is trigger more talk of global warming & more money spent on renewables. We're too enlightened to use coal,814487 +1,RT @nowthisnews: #TBT to when we had a president who believed in climate change and wasn't an international disgrace https://t.co/sSb5iF0Qjd,225904 +2,RT @CNN: China slams Donald Trump's claim that climate change is a Chinese hoax https://t.co/19u33vgbQe https://t.co/rFZOJ3XACd,514116 +2,"RT @CBSThisMorning: “Without bolder action, our children won’t have time to debate the existence of climate change.” -- President Obama… ",514322 +1,"North America, get ready for giant hailstones thanks to climate change https://t.co/dGTwYJtjQl",956999 +0,RT @ForeignAffairs: Thomas Schelling has died. Read his essays on climate change and nuclear weapons in the archives of Foreign Affairs…,131186 +-1,@ABrexitBriton I thought the climate change alarmists said we would all be snow free by now,921577 +2,"RT @AIIAmericanGirI: EPA Administrator: Carbon dioxide is NOT the primary contributor to global warming... - The Right Scoop +https://t.co/E…",286118 +1,"RT @BJforMayor: Forests on the move! #forests #climatechange Go west, young pine: US forests shifting with climate change (from @AP) https:…",692952 +1,RT @SenSanders: We have a president-elect who doesn't believe in climate change. Millions of people are going to have to say: Mr. T…,119177 +1,"RT @EarthSciPlymUni: #FossilFriday: Fossil leaves suggest global warming will be harder to fight than scientists thought. +#climatechange +h…",616437 +2,Former NOAA scientist: Colleagues manipulated climate change data for political reasons https://t.co/0Omi1FOj6H via @tregp @theblaze,256693 +1,"Do you have blogs, resources to share on #health & climate change? Learn more & submit by April 24: https://t.co/dFBBlXQiLu #globaldev",180290 +1,"RT @YouTube: .@NatGeo teams up w/ @LeoDiCaprio to explore climate change and prevent catastrophe. + +This is #BeforeTheFlood →…",414172 +-1,@MnemonicLight @thinkprogress 'global warming' Hoax,644717 +1,"Healthy forests fight climate change. Trees absorb carbon from the atmosphere in their leaves, roots, and wood... https://t.co/xauUzOJgRX",411122 +2,RT @millerhmd: GOP congressman: God will 'take care of' climate change if it exists https://t.co/h26jL5cieu via @HuffPostPol,586676 +1,"RT @greenpeaceusa: Fertilizer, poop, and loads of rain: as climate change worsens, so does the quality of our drinking water.…",148239 +1,Cities within 600 miles of coastlines should prob dig giant cisterns underground for future global warming super storms,730331 +1,RT @BillMoyersHQ: Learn what state governments can do to challenge Trump’s climate change denial policies https://t.co/4spwZh7CFo,326600 +0,"Question 1: do u like smoking weed? +2: do you hate paying taxes? +3: do you think global warming is just a big ol ho… https://t.co/mm9j8hHUN2",837396 +2,"RT @lauras_realm: Colleges vow to fight climate change despite U. S. leaving pact: + +https://t.co/D96gKqteS7 + +#science #environment…",728959 +1,"RT @BasedMarcos: November 15th, 80 degrees in Denver, not a single snowflake yet, but trump says global warming isn't real so it's all cool.",273966 +1,RT @caitrionambalfe: Because climate change does not recognize borders ..... https://t.co/zYIdj7G5xx,236783 +1,RT @tyDi: How can anyone doubt climate change? It's fucking science... it's as real as gravity.,362117 +0,"@Telegraph @TelegraphNews But global warming doesn't exist, trump said so . It's gotta be True",796444 +1,RT @isismaese: It's not 'crazy El Paso weather' its global warming you idiots,683225 +-1,"RT @leonpui_: Trump should do that as 'climate change-global warming' is a huge Fraud. + +Watch for our new article in 2 weeks!…",500587 +1,"RT @1followernodad: parent: I'd do anything for my children! + +Scientist: here's how to stave off climate change so your children can stay o…",958298 +0,"Hey if global warming is real, how come the police still has COLD cases, uh?",797449 +0,"We're doing Richard III, but it's all an allegory for climate change.",133990 +2,RT @business: China tells Trump climate change isn't a hoax it invented https://t.co/eWVQtI28t3 https://t.co/7qV3RfzTTE,292445 +1,Victory for California's climate change program. No one has a 'vested right to pollute.' Well said. https://t.co/EwNkChj1yi,90831 +1,RT @MattBors: Florida. Half the state's going to disappear in ten years due to global warming. They're going for the guy who says it's a Ch…,471219 +1,"RT @sophiewoood: seeing trump supporters posting earth day pics like + +u voted for a climate change denier + +u voted for the defunding of th…",480438 +1,"RT @ajplus: Thousands are marching in the #ClimateMarch today. + +Many in White House leadership deny climate change exists. He…",602608 +1,Fighting climate change isn’t a ‘waste of money’ — it’s a good investment https://t.co/YZw8fKYFLk #TechToday https://t.co/yXMMoO0YAw,158199 +1,RT @KrisSanchez: @realDonaldTrump That depends... Your denial of climate change might kill us all.,973857 +-1,RT @ClimateDepot: Cheers! Trump's Interior secretary doesn't want to combat climate change https://t.co/UlVnz2lhhI via @MotherJones,542957 +1,"But sure, let's elect a soggy cheeto who thinks climate change is a Chinese hoax. What could go wrong. https://t.co/MQjVECreTO",956167 +2,RT @healthy_wrld: Scientists highlight deadly health risks of climate change - CNN https://t.co/7iGZCcXSTH https://t.co/nPigFKSjEW,249388 +1,Google Earth Timelapse lets you see climate change clearer than ever https://t.co/j2nbHmAsKG #The Next Web,309739 +-1,@peddoc63 I think ol' Joe has had too much #Covfefe already....the left all need valium before they add to faux 'global warming',462153 +2,"RT @amanda_clack: In race to curb climate change, #cities outpace governments https://t.co/Y2bBmY1pWh via @Reuters #wbef",989215 +1,@AbundanceInv Have you seen how activists are helping to push companies to consider climate change? https://t.co/r2aOyklF7B,476481 +0,@thekuehdiaries global warming,964599 +1,RT @mmfa: Major broadcast networks are failing to address the link between Harvey and climate change: https://t.co/UgoesX4oN1 https://t.co/…,818045 +1,"RT @ChrisJZullo: Scott Pruitt is a climate change denying fossil fuel advocate who accepted $300,000 of their donations for AG, and now the…",942439 +1,"RT @SethMacFarlane: With an incoming administration hostile to science and in denial of climate change, this is really, REALLY bad. +https:/…",877758 +1,RT @GreenUNL: Passionate about public climate change policy for all Nebraskans? Apply to attend NE Youth Climate Summit on 4/20:…,735053 +2,RT @FinnHarries: Arctic ice melt could trigger uncontrollable climate change at global level https://t.co/dc2MgZ1lsx,460697 +1,RT @MU_Foundation: Great to see so many young people from our partner schools engaged in discussion about climate change at today's…,434038 +1,RT @ALewerMEP: Realism with opportunities on climate change: https://t.co/MFxgU4yGjm,972742 +1,"I'm fuckin tired of the personification of mother nature to further degrade women. Nature isn't fuckin moody jackass, it's global warming",711960 +1,RT @jonathanchait: Grim @CoralMDavenport reporting on Trump's plan to destroy progress to limit climate change https://t.co/bnWXkhlbuZ,937918 +-1,"RT @polNewsToday: Anons explain how 'climate change' is not man-made, but rather part of a natural cycle that all planets go through. https…",744790 +1,RT @PetraAu: A climate change denying Republican Congress with a #climatechange denialist Republican #President 😰 #Trump #PlanetEarth is cr…,308101 +1,"RT @NatGeoChannel: Watch #BeforeTheFlood right here, as @LeoDiCaprio travels the world to tackle climate change https://t.co/LkDehj3tNn htt…",6292 +1,Denying climate change is only part of it: 5 ways Donald Trump spells doom for the environment https://t.co/mVmA9U5hEU,52041 +-1,@ashlynpaigea but global warming is a hoax,519840 +1,"RT @AstroKatie: Options are basically: +A) Do everything we can to slow climate change based on best science +B) Wait till everyone's… ",799409 +1,Prof Michael Mann giving a lecture on climate change @Georgetown great honor to have him #climatechange https://t.co/814LpGY6wj,889272 +1,if you say climate change doesn't exist ur a fucking headass,87971 +1,RT @SenSanders: If we don't address climate change there'll be more conflict over limited resources. We must listen to scientists not fossi…,66263 +1,be ready for climate change https://t.co/7ZmOyBIbSZ,53401 +0,@realDonaldTrump Which was came up with the idea to order the EPA to remove all data about climate change from its website. YOU?,852555 +1,"RT @MallorieWatts: PSA: When you vote, remember candidates stances on the environment! Trump thinks that climate change is a hoax. HE DOESN…",858289 +1,"RT @ddlovato: #IVotedBecause I believe in equality, we need comprehensive immigration reform, I am pro-choice and global warming IS real. #…",419305 +1,RT @AltNatParkSer: The consequences of climate change will have profound effect on humans over next 100 years. https://t.co/uroesBJxJw,948676 +1,"RT @coeruleus64: @RogueEPAstaff Why do you consider climate change a threat for your golf course but not for the rest of the country, Mr Pr…",329908 +-1,"Trump is right, global warming is fake news https://t.co/cdjlGAQr4m",846332 +1,"RT @LastWeekTonight: If you don’t believe man-made global warming is a a silly issue, give to the Natural Resources Defense Council (https:…",958807 +1,"“Carbon capture, use & storage are all important elements in mix of solutions to climate change for #steel industryâ€ Nicholas Walters @COP22",844511 +1,RT @CarbonBrief: Factcheck: World’s biggest oil firms announce miniscule climate change fund | @Energydesk https://t.co/npL9JjecCL https://…,125194 +1,RT @Kythulu: The amount of people denying climate change using this hashtag is outright terrifying to me.…,955378 +1,"Keep in mind it's November and it's the Midwest. You, know, that climate change thing. The one that's not a Chinese hoax. 🙄",856655 +0,@elonmusk @OldManRiver1800 @realDonaldTrump might accidentally stop climate change buy giving large corporate tax breaks to manufacturers,791979 +0,RT @GitRDoneLarry: Why do I get myself in these global warming debates! Why?!! Can't folks just enjoy a nice day anymore without thinking t…,153522 +1,RT @Mikel_Jollett: @realDonaldTrump If that's true then why do you silence the EPA and deny the science of climate change?,159024 +0,@NancyPelosi I know no journalist will ask this. Please explain specifically how climate change is a national security issue.,110626 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,679597 +0,RT @BongoMuffing: Can't confirm the weather now that we're inside global warming.,611492 +1,RT @UNDP: #Africa added least to global #GHG emissions but is most vulnerable to climate change. Here's how we help. #COP22 https://t.co/bi…,784406 +1,RT @NWF: Join #WildlifeClimateMarch & urge leaders to fight climate change. Add your voice & tell others via social media:…,759139 +1,RT @palegoon: bro our next president doesn't even believe in fucking climate change. and his VP thinks being gay is a treatable disease.,923140 +2,"RT @jaketapper: WaPo: Al Gore just had ‘an extremely interesting conversation’ with Trump on climate change + +https://t.co/4GnHp5KgJe",684671 +0,"RT @YungNihilus: If global warming is a myth, why is club penguin shutting down",679723 +1,"Senator James Inhofe of Oklahoma. Ignorant climate change denier and buddy of equally ignorant EPA head Pruitt. Oh,… https://t.co/vWkFV5fZS6",713100 +2,Proposed EPA budget would cut into climate change programs - Business Insider https://t.co/vLvqLkHCDZ,899293 +1,RT @JayMontanaa300: 84 degrees in Atlanta......in November..........do you still believe that global warming is not happening???,973896 +1,@EnvDefenseFund fighting *against* climate change initiatives? Well that really take the cake. https://t.co/GgvuNiKsze,766312 +2,Rex Tillerson may have used an alias to communicate with Exxon officials about the risks of climate change… https://t.co/q5K9dztcUB,134502 +1,"USDA has begun censoring use of the term 'climate change', emails reveal !!! + +https://t.co/1jf8SrDCA2",662692 +1,"You would think a President would want to attack unemployment, climate change, pollution, homelessness, poor school… https://t.co/Q6fu6T0nsH",207542 +1,RT @mbeisen: Teaching climate change in coal country - how kids respond when family and teachers tell you different things https://t.co/dHf…,36827 +1,RT @COCONUTOILBAE: im gonna just ignore the fact that the world is either about to end bc of climate change or nuclear war and focus o…,875698 +-1,@Major_Hutch @TheBrodyFile @CBNNews @realDonaldTrump Ever notice all the elitist Libs crying about climate change s… https://t.co/iV0jWHbyTS,128241 +1,RT @Carina_Fish: Where does climate change & race intersect? Hint: policies & decisions by legislators. #environmentaljustice https://t.co/…,193530 +2,Global Warming Policy Foundation – the UK home of climate change sceptics – hit by 60% membership fee slump https://t.co/O1IUyLkwoC,627550 +1,"RT @V_Williamson: The truth is that climate change is an existential and immediate threat, @nytimes. Publishing this tripe is a moral…",666963 +1,RT @epjacobs: Scott Pruitt falsely says there’s “tremendous disagreement” about climate change. No one is this ignorant unless they’re paid…,852076 +0,RT @hoesp1ce: Lovin this global warming weather! ;^) https://t.co/rRxSB2xVzy,763117 +1,"@TheH2 @_Drew_McCoy_ lol, right because climate change is a 'fake news'",827474 +1,We don't need to be an indigenous person to show support. Its time to treat the NATIVE right and take climate change seriously #NoDAPL,260812 +2,"RT @ClaudiaKoerner: The EPA has been told by the Trump administration to take down its page on climate change, @reuters reports… ",977171 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,40930 +2,"On climate change, angels and demons are battling over Trump’s soul https://t.co/SaaSlM1GzC",669558 +2,https://t.co/IJGZosVDJz Exxon to Trump: Don't ditch Paris climate change deal https://t.co/FgJW4riI77,264008 +1,"Through climate change denial, we're ceding global leadership to China https://t.co/QEOWeA6mnF",264588 +1,@jgpd52 I'm sold! I always wanted to live in California. The earthquakes and the global warming threat of ending up in the Pacific ocean 🤔🤔🤔,313822 +2,RT @Independent: Bernie Sanders calls Donald Trump’s new EPA chief ‘pathetic’ for climate change stance https://t.co/ig44Eox9nk,108383 +1,Before the Flood - The full movie is available ahead of elections. Powerful call to action on climate change. https://t.co/6EXiWA3In8,11598 +1,"RT @TeaPartyCat: We don't need laws to stop climate change, God won't allow it. +We need laws to stop abortion, which God hates but won't d…",213478 +2,RT @WorldfNature: Documentary explores how climate change is impacting Yosemite - CBS News https://t.co/YCYdNQN3Pz https://t.co/f4atVr1t4H,677067 +1,"RT @vaviola: “Oklahoma hits 100 ° in the dead of winter, because climate change is real” by @NexusMediaNews https://t.co/GlCYyb1jJb",797268 +0,@chloemiriam Trying this long-slow-breathe-out thing combined with big-picture-perspective (of like cosmos or climate change) and tiny steps,185861 +1,RT @PopSci: Six irrefutable pieces of evidence that prove climate change is real https://t.co/YTwtFqTcUc https://t.co/vGXjlNDj8I,348014 +2,RT @GreenJ: Pulling the pin: @CliveCHamilton quits climate change authority ... https://t.co/1dfTNT7V7S,873913 +2,Kuwait's inferno: how will the world's hottest city survive climate change? https://t.co/DbOHz7xUZP,399671 +1,Our real problem with trump is climate change if we dont focus on that aint gone be a world to hate eachother on,15681 +0,RT @LornaBogue: A visual representation of the height increase on Lee wall. Additional metre on top for climate change. Also the be…,635410 +1,"@skinnytxars I do climate change research, I'm so terrified",401705 +0,RT @TNREthx: Powerful numbers in here for discussing climate change with eveidence-sensitive skeptics. https://t.co/LKXdHrRWLn,578441 +1,RT @BeringSeaElders: Thank you @POTUS for supporting our culture & helping #NorthernBeringSea build resilience to climate change.…,760102 +1,RT @TheRealEwbank: The poor will bear the brunt of climate change impacts... They already are > https://t.co/edhl6QZ990 #4corners #AgeOfCon…,97658 +0,RT @BrandyLJensen: If you had to engineer a threat to civilization that we would almost certainly fail to address it would be climate change,199825 +1,RT @CNN: No snow where there should be. Bleached anemones. Cracks in the ice. This is what climate change looks like:…,296388 +2,Tracking effects of climate change on public health - https://t.co/fVicJKtPjQ,904649 +2,Pruitt backtracks on #climate change: Politico https://t.co/w6tktAJxWC #environment,461356 +2,"March set a remarkable new record for global warming, NOAA reports - https://t.co/a4zv6od3SY https://t.co/vtmYzOJjSl",562082 +1,RT @AstroKatie: Arguments about climate change mitigation 'ruining the economy' confuse me when coal & gas get massive subsidies to compete…,20296 +2,RT @EcoInternet3: UN agricultural agency links food security and #climate change in new guidelines: UN News https://t.co/eynewv5sBC #sustai…,352287 +2,RT @nytimesworld: An audacious plan to help those threatened by climate change: manufactured floating islands. https://t.co/IReoLBJDhz,10852 +1,Anyone interested in climate change should check out the book 'The Climate Casino'. I would say it's a bit too optimistic but still good.,108221 +1,RT @Slate: Trump will be the only world leader to deny climate change: https://t.co/q0tuKhXzQp https://t.co/6OImgNkx6S,682581 +-1,Climate change madness: Alarmists want you to eat insects to stop global warming https://t.co/oFeeX8qGr1,659566 +0,If global warming helps remedy a bit of seasonal depression before it kills us all.. I'll allow it,208498 +1,RT @hannah_mowat: Yet another study shows how eating less meat is crucial to tackle climate change. Have a resolution for 2017 yet?…,13475 +1,@HillarysSquad the way I see it: A window has opened & if we don't close it fast we have to refight old battles instead of climate change.,580446 +2,RT @thehill: EPA shuts down program helping states adjust to climate change https://t.co/aCdIGOkfoD https://t.co/XH2pwTjPne,268989 +2,"Apple, Google, Microsoft, and Amazon will continue to fight #climate change despite #Trump’s order: The Verge https://t.co/WSocNH8hwr",904441 +2,RT @nytimes: A new NASA visualization shows the invisible drivers of climate change https://t.co/qfLIwQI3Gt,379983 +1,RT @LeanzaRakowski: Me enjoying the warm weather but knowing it's because of climate change. https://t.co/QmkJGV5Ogu,481113 +1,RT @SenSanders: If we don't address climate change there'll be more conflict over limited resources. We must listen to scientists not fossi…,954544 +1,RT @SenSanders: We have a president-elect who doesn't believe in climate change. Millions of people are going to have to say: Mr. T…,341928 +1,RT @IngridStitt: @ASU_VICPS member @denisleetham reports on the dangerous impact of climate change for workers in our industries…,198973 +0,Why Corporate Demand Is Our Greatest Key to a Sustainable Future https://t.co/KosMy4PBXi Despite climate change ……… https://t.co/GscOJbkiq7,605539 +1,Donald Trump has promised to rip up the Paris Agreement on climate change. He also wants to kill the Clean Power... https://t.co/pjyAGZVh0w,3764 +1,RT @DianeRegas: Thanks @weatherchannel for a clear explanation:climate change is caused by humans. I would add that there are solut…,576650 +-1,"@NewYorker More liberal hypocrisy. Cite 'science' when it comes to climate change, but deny biology when it comes to conception & gender",813736 +-1,HBO climate-scientist @billmaher preaches from the altar of man-made global warming: https://t.co/JhoNOLPXKg #climate,809003 +1,RT @KathViner: This is a call to arms on climate change. And by arms I mean flippers! | First Dog on the Moon https://t.co/OoDsnX6LMY,71568 +1,RT @CNN: No snow where there should be. Bleached anemones. Cracks in the ice. This is what climate change looks like:…,459135 +2,"@realDonaldTrump @POTUS +Most Americans want 'aggressive' action on climate change: Reuters/Ipsos poll https://t.co/wwcdsaXUuX via @Reuters",89357 +2,[NYT] Spring arrived early. Scientists say climate change is a culprit: https://t.co/XKcBhuQUnf https://t.co/SxJio673K6,19644 +2,"RT @signordal: Global efforts on climate change could be scuttled by a Trump presidency, advocates fear https://t.co/96Z3I2NbJI",953957 +1,"RT @attn: Unlike many Republican leaders, European conservatives don't deny climate change. In partnership w/ @DefendAction https://t.co/Rs…",409481 +1,I just joined @NatGeoChannel @21CF in combating climate change. Take action #BeforeTheFlood https://t.co/VC5qFJMxje,42867 +1,@Spacebunnyday Shame you can't find 1 legitimate science organization to refute man-caused climate change. Instead you obfuscate inanely.,46257 +1,RT @davidaxelrod: Earth to EPA chief: There is no doubt about climate change or our role in accelerating it. https://t.co/gaMoGeyeWC,874692 +-1,The religion of global warming has all tax-paid authority supporting it. There is no questioning it as our Winters get colder.,631678 +1,RT @tombxraiders: I just uttered the words 'im cold' during an Australian summer climate change is real,685573 +1,Still cant believe Americans voted a pres who doesn't believe in climate change. So much for 'stumbling the establishment' #ThursdayThoughts,785309 +2,Amplified plant turnover in response to climate change forecast by Late Quaternary records https://t.co/8ZAMi8ORGZ,438882 +1,"RT @Independent: Donald Trump just chose a climate change denier to run the environment agency +https://t.co/3Na4tunv5w",532311 +2,RT @sciam: Green Republicans confront climate change denial https://t.co/pYRE4F1KRS https://t.co/zQUsXWkM62,140929 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,411265 +1,RT @samsteinhp: FWIW. we have probably lost the battle against climate change tonight,675583 +0,"For BC, the devil will be in the details of the text of the climate change agreement... #bcpoli https://t.co/rzjBgFQval",52815 +0,@apasztor82 @Glen4ONT Hairline is receding - climate change,89910 +1,26 before and after images of climate change https://t.co/o9u4rpLdw8 #itstimetochange #climatechange;,830103 +1,"50 years of hiding their evidence of climate change, yeah he's the one to talk to. https://t.co/z0G97Op1qR",70956 +1,RT @Oceana: Assuming carbon removal will address climate change is betting high on largely untested technology. Via @physorg_com https://t.…,254014 +1,#Rigged #StrongerTogether #DNCLeak #Debate #Iamwithher climate change is directly related to global terrorism https://t.co/6SoXS3kdim,453031 +2,Study assesses financing methods for climate change damages https://t.co/79gHxMjevV,764682 +1,"RT @NatGeoChannel: Watch #BeforeTheFlood right here, as @LeoDiCaprio travels the world to tackle climate change https://t.co/LkDehj3tNn htt…",21135 +0,RT @UniteAlbertans: Ivanka will head a review of US climate change policy... https://t.co/Yaiurrzlhe #WTF @Potus #UnitedNations…,713793 +1,Every insane thing Donald Trump has said about global warming https://t.co/fm0BwNar7h,356919 +2,Synthetic grass 'to replace garden lawns' due to climate change https://t.co/f1zqjWTohp,936802 +1,Deniers were wrong about a 'pause'. And climate change could be about to accelerate https://t.co/owSaCt8F8P,391843 +0,RT @AIFam16: Negative thinking destroys your brain cells and causes global warming. Source: #DTBYPusoOPamilya,603751 +-1,"RT @SteveSGoddard: 30 years ago, the @sierraclub said global warming would make earth uninhabitable for cockroaches… ",450525 +2,RT @guardianeco: Nicolas Cage to star in climate change disaster movie https://t.co/bnmqgo4fCR,704857 +1,RT @ClimateGuardia: Despair's not an option when it comes to climate change (It's us or #fossifuels ���� Fight to the bitter end! #auspol) ht…,618503 +1,RT @BernieSanders: #ImVotingBecause the future of the planet is at stake. Hillary Clinton will combat climate change. Donald Trump thinks i…,734783 +1,It could already be 'game over' for climate change. Different rules for the next game. https://t.co/5NHebfSsa8 #via @ScienceAlert,69418 +1,"RT @DavidPapp: EPA chief denies carbon dioxide is main cause of global warming and... wait, what!? https://t.co/BStPVardNf",159205 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,691287 +-1,RT @realDonaldTrump: The global warming we should be worried about is the global warming caused by NUCLEAR WEAPONS in the hands of crazy or…,356353 +2,Kids are taking the feds -- and possibly Trump -- to court over climate change https://t.co/GCfMPayfQa,770586 +2,RT @CStevenTucker: .@POTUS to sign sweeping directive to dramatically shrink role 'climate change' plays in decisions across govt https://t…,969517 +2,RT @LCVoters: A Federal judge has ruled in favor of the 21 young adults suing the federal government because of climate change https://t.co…,415765 +0,"RT @ClNEMAH: my skin is clear, my grades improved, my hair is shinier, my student loans are paid off, global warming is gone https://t.co/0…",61750 +1,I used to be concerned about global warming but cause of Cheetos presidency I just want GW to speed it up and end us all.,506376 +-1,RT @FBRASWELL: Who is driving the climate change alarmism? Listen and find out! - Climate Change: What Do Scientists Say? https://t.co/y2Ct…,584364 +-1,@nowthisnews Can anyone explain to me how major climate change events have happened over earths history BEFORE we could be blamed for it?,3221 +2,Rex Tillerson 'used email alias' at Exxon to talk climate change https://t.co/Sxhqq5ILPy ^BBCWorld https://t.co/yhNlAVneFp,575164 +1,RT @DaraTorres: “Got a sneak peek of Al Gore's #AnInconvenientSequel climate change doc. An important film worth your time. Check it out to…,432865 +1,RT @POTUS: The science couldn't be clearer - we owe it to our kids to do everything we can to combat climate change. https://t.co/497Wkkve58,184117 +2,"RT @ClimateCentral: As soon as Trump takes office, he's going to be sued over climate change https://t.co/nTVAMsRsvV https://t.co/ewPKbhUmtD",363983 +1,"RT @Indivisible_SAZ: Here's one climate change story we'll record at #climatemarch tomorrow. What's yours? + https://t.co/CvnKb8glx9 https:…",570981 +1,"RT @SenSanders: Scott Pruitt, the new head of the EPA, does not believe that CO2 is a primary contributor to climate change. Honest…",971643 +-1,RT @CounterMoonbat: The people who predicted parts of Manhattan would be underwater by 2008 due to climate change are concerned about 'fake…,573799 +1,"RT @ChazBono: While we argue about climate change, China will be spending over a 100 billion on renewable energy, creating 13 million jobs…",499111 +2,RT @RealMuckmaker: Leading global warming deniers just told us what they want trump to do https://t.co/AIUerziYyC via @MotherJones,417331 +-1,"RT @jimlibertarian: That's great news,the EPA is a corrupt&criminal New World order operative 4 communism,&climate change believers lik… ",580798 +1,"Integrating Forests, trees and landscapes in addressing climate change:new paradigm shift for policy and practice. #TreesRcool",130061 +1,"RT @laurenepowell: We have the tools, minds, & motivation to address climate change now. Honored to address the global community leadi…",494334 +2,Rapid decline of Arctic sea ice a combination of climate change… https://t.co/gws6xAZW6E #science #climate_science… https://t.co/3ScnswgBaI,594692 +0,@realDonaldTrump Protesters mostly students concerned about global warming,264545 +1,"RT ClimateReality: Clean energy proves there are real, solid solutions to climate change that make economic sense!… https://t.co/MSocrJEYA9",706947 +1,RT @michaelaWat: The only people in the world --THE WORLD -- whobdont believe in climate change is American republicans. Why is that…,363563 +1,RT @The_News_DIVA: Exxon to Trump: Don't ditch Paris climate change deal Not even ExxonMobi... https://t.co/h65yNjyEo5 via @CNNMoney https:…,297814 +1,"A timeline of Earth's temperature since the last Ice Age: a clear, direct, and funny visualization of climate change https://t.co/Nf9v91xWVN",229802 +1,That moment when China is actually becoming world leader on fighting climate change bc they don't think 'God' will… https://t.co/x1Kkg6gNe6,838866 +2,"RT @Newsweek: Permafrost—frozen ground—is thawing much faster than we thought, accelerating climate change https://t.co/hTH71QIrUg https://…",577357 +0,"RT @BlavatnikSchool: Great events coming up next week: #Oxford climate change actions, #identity politics, understanding #corruption.… ",722780 +1,RT @BrookingsInst: Why aren’t #Election2016 candidates making more of a connection between natural disasters & climate change?…,805960 +1,RT @NatGeo: Fresh water is being contaminated as sea levels rise due to global warming #BeforeTheFlood https://t.co/x6SVZNOY1w,112673 +0,"RT @tksilicon: @afalli When they started the Eko Atlantic City, each time I pass through bar beach road, I wonder about climate change thre…",442990 +1,"How do deniers of human-caused climate change, who aren't even scientists, explain the sudden spike to 4… by Lee Thé https://t.co/EaaGtUdSaS",969097 +2,RT @skynewsmichelle: G7 final communique expected to state 6 nations support Paris climate change agreement and US being given more time to…,103883 +1,RT @SenSanders: We have a president-elect who doesn't believe in climate change. Millions of people are going to have to say: Mr. T…,359128 +1,RT @kathleen_rest: And Whie House says federal resources on climate change are a 'waste of money.' Tell that to these communities.…,239520 +1,RT @MikeBloomberg: Today @ 1:40p ET: Discussing the solutions that are leading the fight against climate change w/@CarlPope…,92687 +1,"RT @gagasklaine: the DUP are anti-abortion, anti-same sex marriage and climate change deniers. as young people, we can't stay silent over t…",249997 +1,"RT @Zach_Newell_: Scary that Trump is considering Ben Carson, a denier of evolution and climate change, as Secretary of Education.",131558 +1,I want action to address climate change to be up front on the agenda #TellNYT,98738 +1,@sara0688 What about that one idiot who gets to see them everyday but still denies global warming?,207436 +2,#Australia #News ; Malcolm #Turnbull dismisses climate change policy review criticisms from colleagues #auspol (Pi… https://t.co/CXqV55suKA,449594 +1,RT @SenAngusKing: Thanks to Bill Mook of @MookSeaFarm for highlighting the impact of climate change on Maine aquaculture #mepolitics,1293 +2,RT @TrumpIsCrooked: Scott Pruitt’s office deluged with angry callers after he questions the science of global warming…,278129 +-1,"@CNN GLOBAL WARMING, it is really damage by the cold weather coming in. How do the supporters of global warming, explain this?",42154 +0,@RoguePOTUSStaff Are you referring to Russia or climate change,64089 +0,RT @Chemzes: This is now the liberal version of the right's climate change denial https://t.co/gs2Dpkpbpi,293173 +1,"RT @nytimes: For these female leaders from around the world, climate change and women’s rights are inextricably woven https://t.co/bB6MKGmZ…",173266 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,569834 +1,How do people not believe in climate change? I'm a bible believing Christian but I'm also a biologist. It's stupid to refute it.,484571 +2,RT @GuardianAus: Trump begins tearing up Obama's years of progress on tackling climate change https://t.co/L8ZFdEdkD7,589428 +1,RT @Wilderness: #OurWild can’t wait while Washington denies climate change. Join the #ClimateMarch April 29. https://t.co/rZ08IdlY0N https:…,163785 +1,Earth deserves better than TV coverage of climate change https://t.co/3jHbsexJ39 #mercatornet,883241 +1,"@thehill No need for glasses. Because, just like climate change, eclipses are a hoax created by China.",698297 +1,RT @RichardDawkins: President Trump may destroy America but maybe we can stop him destroying the world. Sign the climate change petition ht…,300254 +0,Just like climate change reactions. https://t.co/HOf3oOmjdw,999347 +1,"RT @SenSanders: Thanks to @algore for not only calling attention to the crisis of climate change, but also for rallying people around the s…",333610 +1,RT @billmckibben: You can tell global warming's a Chinese hoax because all those record breaking years are IN RED https://t.co/kakjaLvNvU,176539 +2,NASA released a series of climate change images just as Trump heats up his attacks on the EPA https://t.co/rgLUTtGPdI,465195 +-1,At least she actually came out and admitted she was wrong. Most climate change cultists would never have done that. https://t.co/FRDaLzgZsC,450485 +-1,"the UN blames you for climate change, meanwhile ignores this https://t.co/fPNhxxmclJ ✈ ✈ #OpChemtrails #SRM",35115 +2,RT @intlspectator: UNITED STATES: Trump is consulting on how to withdraw the US from the Paris climate change deal,97220 +1,RT @jkaonline: China warns Trump against abandoning climate change deal @FT Against the wishes of the whole planet!,566833 +2,RT @Nature_IL: One way to prepare for climate change? Seeds: https://t.co/4xqAbvWsxy https://t.co/c4sKKQmuVS,744311 +0,Thinking about climate change gives me anxiety 🙂,559587 +-1,"RT @Chairmnoomowmow: Before you sit for a lecture about climate change from a california liberal, take a look at the job they're doing.…",158914 +1,@ShwahKram We tried to leave you a president who believed in climate change. Now you are screwed and you did it to yourselves @Jacob606,247258 +1,RT @eilfretz: Trumps disgusting comments yesterday overshadowed overturning Obama's strongest climate change adaptation effort https://t.c…,307181 +0,@jayhesl I need your email to send you question on climate change to include your views in my next roundup post,924263 +2,RT @CNN: Badlands National Park deletes tweets on climate change https://t.co/Ol55G32zYq https://t.co/kdrpPQmULZ,129378 +2,Oceans storing up staggering amounts of heat: 'the memory of all of the past climate change' https://t.co/aAacG6vgko,279545 +1,"RT @Chris_Meloni: Well if a brother can't vape in peace, I'm goin w the global warming denier, Russian puppet, conflict of interest g… ",58511 +1,RT @RBrulle: @JustinHGillis @NaomiOreskes @MichaelEMann Good work by Justin Gillis on NYT answer page about climate change. https://t.co/03…,704379 +2,RT @amNewYork: Trump signs executive order that reverses a slew of Obama-era climate change regulations https://t.co/wLJ7IUw1yL https://t.c…,633178 +1,RT @iansomerhalder: Speaking of climate change-TONIGHT Is another killer episode of @YEARSofLIVING ! 10/9c on @NatGeoChannel https://t.co/T…,733878 +1,"Plant flowers, say no to pesticides. Stop climate change (open the eyes of deniers). Save the bees! https://t.co/h44E2R8Svv",362222 +-1,Wake up about man-made life ending climate change. Its just false science. Fabricated big business for decades. Delphi Principle. Look it up,635831 +0,"Yes, Virginia, hell has frozen over and global warming is now a scientific happening. https://t.co/GRPh5ue9dd",937837 +2,RT @thehill: De Blasio signs executive order committing New York City to Paris climate change agreement https://t.co/gIhAi8SFb2 https://t.c…,244831 +2,guardian: Keep it in the ground: What president Trump means for climate change https://t.co/myQAmPh8S6,6202 +1,RT @SenSanders: We have a president-elect who doesn’t believe in climate change. That’s frightening for this country and the world.,404441 +1,"@richardfenning @fiona_skywalker @EricIdle To be fair, Every Sperm Is Useful doesn't apply to climate change deniers.",911183 +1,RT @OsmanAkkoca: I Don'tBelieveİnPoliticians&ScientificDepartmentsAnymore!TheyAreCoveringTheRealityOf #climate change - #wild_life - http:…,228374 +1,"RT @studentactivism: I'm gonna tweet this @BadlandsNPS tweet again, and be less cryptic as to why. As important as the climate change tw… ",922069 +1,@RonPauISexFiend still don't think climate change is real???,757167 +-1,"RT @SteveSGoddard: Historians will look back at the global warming scam and Russian hacking scam, as two of the stupidest episodes in human…",538971 +0,RT @FunnySayings: if global warming doesn't exist then why is club penguin shutting down,415332 +2,RT @WorldfNature: Blue whales are huge because of ancient climate change - New York Post https://t.co/P0Hu8sClXy https://t.co/n2FnFiAS5i,40831 +0,RT @KennardMatt: Palestine is litmus test for political courage/seriousness. @thomyorke choses to campaign on Tibet/climate change becoz it…,447753 +1,"RT @henryfong: There are so many signs the end of the world is near; North Korea, climate change, and Bigroom producers making future bass",501268 +1,"RT @EricHolthaus: Holy wow. Remember those kids suing Obama & big oil over climate change? +They just *won*. +Read this: +https://t.co/HnZBICG…",869147 +0,RT @EcologyOfGavin: Spatial resilience of forested landscapes under climate change and management https://t.co/pgLrL5Hkvv…,499658 +2,RT @USATODAY: Man-made climate change has been cited as a cause of the lengthening wildfire season. https://t.co/qpgnlQM3RE,649350 +0,"RT @jongaunt: Please Retweet today's poll: Do you believe in man-made climate change? + +Call 020 38 29 1234 + +https://t.co/IC1da6Sd3p",88124 +1,"@RepWalterJones When climate change floods your home, I hope you remember how you sold out people of N Carolina. We needed you, you failed.",320062 +2,RT @Slate: Watch Bill Nye blast CNN on air for pitting him against climate change skeptic. https://t.co/Xc9xSe3ZpK https://t.co/gmYQNs1B8p,659491 +1,RT @piproddis: Frederick from @AYICC speaking at #COP22 on importance of #climate change #education for young people to take action https:/…,562322 +1,Fuck global warming but also shout out to cold weather without snow,314858 +-1,"RT @SandraTXAS: Even Al Gore the mack daddy of climate change doesnt believe this crap. +Trump is right to exit Paris climate accord…",26314 +1,"RT @Encino_Mann: Mike Pence believes imaginary beings exist with no evidence, but things like climate change, for which there is ample evid…",768436 +1,RT @cieriapoland: this halloween gets a lot scarier when you consider that bc of global warming it's 80 degrees in October & we are destroy…,877887 +-1,RT @Carbongate: Top Russian Scientist: ‘fear a deep temperature drop — not global warming’ #climatechange #environment https://t.co/zqgkOQf…,372359 +2,RT @thehill: California signs deal with China to combat climate change https://t.co/jM2GDK315d https://t.co/19iFaGXlDI,804016 +-1,@Suthen_boy Screw that old dyke. All her phoney rules are going down the river like Obammys. Totally made up climate change. Zero proof.,794536 +1,RT @SenSanders: We have a president-elect who doesn’t believe in climate change. That’s frightening for this country and the world.,645872 +1,"RT @NRDC: Sorry President-elect, climate change is not a Chinese hoax. #ActOnClimate https://t.co/WGpX51ooBB",433704 +2,RT @chriscmooney: CDC abruptly cancels long-planned conference on climate change and health https://t.co/C99i21yeCo,448661 +1,Electing someone who doesn't believe in climate change would probably be disastrous. Wait... https://t.co/566xPZyy1R,79030 +0,RT @grynbaum: Tom Friedman asks if Trump will withdraw from climate change accords. Trump: “I’m looking at it very closely. I have an open…,269681 +1,#climatechange I wonder when we'll get the first reports of criticisms of the scientific community for UNDERESTIMATING global warming risks.,866353 +1,"RT @alexrusselI: climate change is a global crisis already having tragic effects, especially on the world's poor https://t.co/9VuM1Ldu9I",916691 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,621517 +1,RT @benmekler: It's 91 degrees in mid-November and the president-elect wants to cut 100 billion dollars in federal climate change spending,858072 +1,"RT @AstroKatie: Yes, we have in a sense reached 'point of no return' on climate change. Doesn't mean stop working against it. There are deg…",199618 +1,RT @ExeterMed: Researchers from our @ECEHH have joined global response to climate change health crisis: @LancetCountdown project l…,738781 +1,"RT @ddlovato: #IVotedBecause I believe in equality, we need comprehensive immigration reform, I am pro-choice and global warming IS real. #…",760332 +1,RT @unisdr: Is India in the throes of a fever outbreak? Urbanisation and climate change help spread of mosquito #switch2sendai https://t.co…,841604 +0,"RT @JeffreyGuterman: #Trump has selected Myron Ebell, a climate change and global warming skeptic, to lead the @EPA transition team.…",400759 +1,RT @SenSanders: We have a president-elect who doesn’t believe in climate change. That’s frightening for this country and the world.,153827 +1,"RT @Khanoisseur: Just days before Harvey…Trump rolled back Obama's standards requiring gov to account for climate change, sea-level…",987177 +0,RT @jacquie_1959: @abdwj48 @CBCPolitics So true. Hell if the weather man got the weather wrong msm blamed Harper for climate change #Defund…,792718 +1,"RT @lexcanroar: US peeps, please get involved with climate change campaigning + orgs - otherwise we could globally reach a point of no retu…",157704 +2,21 kids aged 9 to 20 are suing the Trump administration for failing to prevent climate change (via @BIAUS) https://t.co/XyDRo7pLsc,622904 +2,RT @Independent: White House official says Trump will scale back importance of climate change in government decisions https://t.co/Tumkmy6A…,688213 +0,RT @melaninsana: Not to be extra or cheesy but dahyun's smile could literally end global warming stop poverty and bring world peace https:/…,244637 +0,I was going to say climate change then I was like wait what month is it and if that doesn't tell you everything abo… https://t.co/Uf6NfygUNW,451936 +-1,RT @Rockprincess818: celebrities who couldn't drag Hillary's bloated body over the finish line are lecturing us on climate change. No one l…,389636 +1,"RT @adamelman: 8 disgusting side effects of climate change +https://t.co/LrwfTzF3XG",844806 +1,RT @Impact_Summit: Al Gore as a keynote speaker -call for action: climate change- at Impact Summit Europe!! #impinv…,866983 +2,"Indian farmers fight against climate change using trees as a weapon + +https://t.co/gehCNSMtPc",23615 +1,Letter: Explore energy alternatives: Whether or not one chooses to believe that global warming is caused by human…… https://t.co/JKOGB67kim,474625 +1,"RT @ianbremmer: It's really cold today +So climate change might not exist + +I just ate breakfast +Not sure about global hunger either",917467 +2,RT @adamconover: Scientists just published an entire study refuting Scott Pruitt on climate change - The Washington Post https://t.co/y1kMq…,660169 +1,"If voting for the candidate that wants to do something about climate change isn't enough to pick them, you don't realize what's going on.",243879 +1,"RT @ALT_USCIS: From @altGS_rocks . The connection if Russia, EPA and the global warming denial https://t.co/UoAVodywnm",631337 +0,RT @RNHAAP: @mynameisNegan Actually a lot of us believe in climate change. We just think we shouldn't have to pay for the entire world.,272089 +1,"RT @1followernodad: parent: I'd do anything for my children! + +Scientist: here's how to stave off climate change so your children can stay o…",35380 +0,"More than 50 million years ago, when the Earth experienced a series of extreme global warming events, early mammal… https://t.co/Oou3X8vkGx",631060 +-1,"RT @TEN_GOP: Dear celebs, when you give up your estates and private jets then maybe we'll listen to your rants on climate change. +#ParisAgr…",553931 +2,Stephen Hawking has a message for Trump: Don't ignore climate change https://t.co/QiQJiW2glE,247559 +1,RT @shelbyleo_: this dude in this climate change lecture literally thinks global warming is a chinese hoax. can you imagine being that dumb,894401 +2,RT @FRANCE24: New York braces for the looming threats of climate change https://t.co/YFyWiXij2X https://t.co/alLc31hyCG,608225 +1,RT @davidsirota: WOW: “You and your friends will die of old age and I’m going to die from climate change.â€ https://t.co/tFswYjwczQ,650986 +2,RT @guardian: Paris climate change agreement enters into force https://t.co/6YeRR3n8fS,835266 +2,RT @ClimateCentral: Michael Bloomberg says cities must now lead the way on climate change https://t.co/BEoiYDdPuG via @FastCompany https://…,994436 +1,RT @c40cities: It is cities who are on the front line of climate change and cities who will lead the charge for a sustainable futu…,259743 +-1,"@thehill Sure, Dr. Sanders - proctologist-at-large knows everything about climate change, just ask him for his opinion: I bet it stinks!",732888 +1,RT @FrankTheDoorman: 97% of scientists believe climate change is man-made and causes rising sea levels of oceans. The other 3% believe Fran…,971047 +1,RT @climatehawk1: Why solar panels are blooming in Southwest's land of hydropower (hint: #climate change): @CSMonitor…,624424 +2,Exxon must turn over decades of climate change research https://t.co/TiYVfK9u6T https://t.co/843gThjQ7Y,331296 +0,Trump is not thinking of his answer to climate change but of the rating to his current actions. If the ratings... https://t.co/SDwq7LZKjk,192010 +0,"@EvanLSoloman have Craig Oliver explain climate change taxing, taxing the tax? Importing Saudi, Algeria bitumen. No invest in tech.",454966 +1,@PoloT_TreyG Lol Ok! We can start over if you want! Have any solution to climate change? It's what you brought up so I'd think you would.,312295 +1,"RT @PRiNSUSWHATEVA: despite popular belief, factory farming is the leading cause to global warming amongst other things. the reason it is n…",568368 +1,RT @Atrios: 'funny' thing about climate change denial is that 15 years ago the very well-funded opponents didn't deny it they just said 1/2,800367 +2,RT IndyUSA: Al Gore's new climate change film raises huge question: Will he run again in 2020? https://t.co/TOROpvhar7,364363 +1,"RT @DanRather: I think at this point, we can stop calling them climate change deniers. Reality Deniers is closer to the truth. +https://t.c…",377807 +1,RT @catfuI: The new president of america is going on trial for raping a 13 year old girl and doesn't believe in climate change,766258 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,120797 +1,RT @NotMaxBade: Oh you don't believe in climate change? Then explain why my spring break is in the middle of February.,890042 +-1,RT @Franktmcveety: UN official actually ADMITS that 'global warming' is a scam designed to 'change world's econom… https://t.co/Pp719kulT8…,745207 +1,RT @SethMacFarlane: HRC proposes installing half a billion solar panels by the end of her first term. Trump thinks climate change is a hoax…,335261 +1,Weather Channel destroys Breitbart over BS climate change story ➡️ @c_m_dangelo https://t.co/4C2N7XGnnT # via @HuffPostScience,241334 +2,RT @thehill: EPA removes climate change page from website hours ahead of #climatemarch https://t.co/IsA0LITg1e https://t.co/yhXHZzj6I2,432331 +2,Claudia Kemfert: “Energy and climate change economists can provide transparency.”' https://t.co/51jXPIYzey by The Beam #cleantech #energy,579611 +2,EPA head Scott Pruitt may have broken integrity rules by denying global warming https://t.co/datoPF0sJ7 https://t.co/E1btd24xUe,16343 +2,RT @EcoInternet3: EPA phones ring off the hook after Pruitt's remarks on #climate change: report: The Hill https://t.co/K44qHdElVC #environ…,89606 +0,"Doing this for a simple stats project. + +Do you believe global warming will ever be a serious threat to your life or lifestyle?",962833 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,680478 +1,RT @amylynnbuttchin: It was literally 96° in LA today in mid November & our future president doesn't believe in global warming...,236664 +2,jaimeotero_: Global corn crops could be a major victim of climate change https://t.co/PsK3g39VQ2 https://t.co/Ap8PzazYuF RT,853883 +2,RT @randlight: 'Disaster alley': Cyclone Debbie shows how climate change will test Australia's military https://t.co/jF1C8dHfoB via @theage,335376 +1,RT @ezlusztig: He says climate change is a myth invented by the Chinese. All of our environmental accords could be torn to shreds. https://…,989667 +1,"RT @GhostPanther: Biggest loser tonight is the human race. Cause climate change is gone as an issue in Trump America. + +THIS IS A HUGE DEAL.…",737823 +2,Trump names climate change skeptic and oil industry ally to lead the EPA https://t.co/AbtnPCmOvW,316258 +-1,@democracynow @SenWhitehouse Anthropogenic climate change is the greatest lie ever perpetuated in modern human history.,901823 +1,RT @greenpeaceusa: 5 tips on how to talk climate change with your family this holiday season https://t.co/jYCMyAgGje https://t.co/oig9nVLHh8,433821 +2,RT @i_am_k_cooper: US 'forces G20 to drop any mention of climate change' in joint statement https://t.co/33EJNQoEBN,600981 +2,RT @thehill: EPA removes climate change page from website hours ahead of #climatemarch https://t.co/7yULD1VkfE https://t.co/2OgvAu4BDK,100290 +2,"RT @TheEconomist: The world's fishermen, like Darwin from Palau, are on the frontline in the battle against climate change. WATCH https://t…",223509 +1,"RT @siangwenfelin: DUP +- anti-abortion +- anti-LGBT rights +- climate change deniers https://t.co/xOa9qUw59H",428855 +0,@muzikgirl11 I hope global warming keeps it 84 and sunny in southern florida for the rest of our lives.,961317 +1,Last year @Apple issued the largest US #green bond to fight global warming and they're doing it again #kindworld https://t.co/Jr0d0RPDs4,60541 +0,RT @lozzacash: What! With all this global warming?? https://t.co/l2xMa4feDQ,448886 +0,RT @DonDadaLipz: Would you bare back a polar bear to stop global warming?,580568 +1,RT @aroncramer: Watch this Weather Channel meteorologist flawlessly take down lying climate change deniers https://t.co/ww5SSUVeB2 via @fus…,772380 +1,RT @DiabolicalIdea: It's curious how certain people think that Noah and the divine flood was fact but that human-induced climate change is…,436919 +1,"Rather deny the presidency, than climate change.",119781 +1,"RT @ImwithHer2016: As SecState, Hillary appointed the first Special Envoy on climate change to focus U.S. efforts to address climate &…",594477 +0,@SaulBishop well we all know how we feel about climate change....,983788 +2,"RT @postgreen: Record-breaking climate events all over the world are being shaped by global warming, scientists find https://t.co/b2j7Rve803",183013 +1,"RT @BraddJaffy: Interior employee says Trump admin is silencing scientists on climate change: “abuse of power cannot go unanswered” +https:/…",209805 +1,"RT @mslopatto: If you want actual accurate reporting on climate change, you are welcome to visit https://t.co/R2qzWCiv4H https://t.co/S2Lam…",219958 +0,climate change</3,733383 +1,Creating awareness is one of the biggest parts of preventing climate change #actonclimate #gogreen #awareness #eco https://t.co/CYGXihpXoi,293808 +0,RT @glvsscoughs: what a beautiful day for climate change,431851 +2,"RT @AnnaAnthro: Energy Dept. rejects Trump’s request to name climate change workers, who remain worried - Washington Post https://t.co/BpCE…",9227 +0,Population growth and climate change explained by Hans Rosling... https://t.co/2b5olZS3aD,259800 +1,RT @JonRiley7: Trump voters don’t believe in climate change but do they believe in asthma? Or mercury poisoning? Because those are…,769617 +1,When someone argues that global warming isn't real so ya check ya weather app and it's 63 degrees...at night...on d… https://t.co/FrCj2M1l1X,19685 +-1,"@nest LOL - you mean the kids progs like you brainwashed into believing your lies? +Yes, global warming is a hoax de… https://t.co/bywbpeEAji",556063 +2,WASHINGTON (AP) -- The United States said Friday it will continue attending United Nations climate change meetin... https://t.co/bOmpH5khSC,168282 +1,"Trying to think of a joke about Trump not believing in climate change. But... Trump doesn't believe in climate change, how do you top that?",620515 +0,"RT @BTLvid: Deadline day is like global warming for prices. Chamberlain-40m, Lemar-100m, Coutinho-160m. + +Credit to Mirabelli for signing y…",488737 +0,RT @ProfBrianCox: Interesting results on people's views on climate change from @nytimes : 'Yes it will damage my country but I'll be…,40504 +1,"RT @PoliticKels: Don't worry about global warming. We're going to build a new Earth, a bigger Earth, it will be the best Earth ever #TrumpN…",794817 +1,RT @politikcat: This website depicts how areas would look on a map after water levels have risen due to global warming https://t.co/6oMJQhI…,215666 +2,RT @mic: The EPA removed climate change data from its website ahead of nationwide protests. https://t.co/nzTS6eazG8 https://t.co/PJ3OYZVkzj,385441 +1,"Despite what Mulvaney says, fighting climate change is not a “waste of money” – it’s an investment in our future. https://t.co/dKg5nFNRBf …",157941 +-1,"@Victor_Lucas The climate doesn't change, we're just stuck on a cycle of global warming.",877876 +1,RT @JacobWhitesides: I think that's global warming not christmas https://t.co/VVAzjVXH6w,361389 +2,The UN’s new climate chief admits she’s worried about President Donald Trump – but is confident that action to curb climate change is unsto…,637289 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,30932 +0,"Typically, #Brexit -eers dislike British Judiciary, admire Trump & Putin, and deny climate change https://t.co/cL7ZYd6BW2",315390 +2,RT @csmonitor: ICYMI: The event would have supported discussion on the effects of climate change on human health. https://t.co/kQTyLzdGqc,413237 +2,RT @CBSNews: Here's where climate change will hit the U.S. the hardest https://t.co/zayMKzk9xs https://t.co/VIqm4FxDWz,537653 +2,RT @PatVPeters: Congress: Obama admin fired top scientist to advance climate change plans | Fox News https://t.co/WLbylLdsOA,267021 +0,@realDonaldTrump EPA removes climate change info from website. https://t.co/435zYm40mW,810240 +2,A climate research expedition was halted by climate change [0.12]: https://t.co/AMfPbOOB4S https://t.co/MccvymlP0V,73634 +1,RT @RogueNASA: 'A sense of despair': The mental health cost of unchecked climate change https://t.co/qbhLAjWsZy,325260 +0,"RT @AmericanIndian8: Leonardo DiCaprio's climate change documentary is free for a week https://t.co/ITpdZ6kCeg +#INDIGENOUS #TAIRP https://t…",699512 +1,"RT @kirbs_p_13: When you're lit asf bc it's going to be 70° this whole week, but you know it's only bc of global warming destroying… ",34667 +1,"@mikamckinnon well, just remember that the next prez thinks climate change is a hoax created by the Chinese, so that's your starting point.",161247 +1,"No such thing as global warming? Riiiight... NASA, NOAA Data Show 2016 Warmest Year on Record Globally https://t.co/VxZpqQtf84",28816 +2,"The world is now bound to fight climate change after the Paris climate agreement became law today, with 96... https://t.co/IXiwKVxiP8",862490 +2,Kenyans turn to camels to cope with climate change #ClimateChange https://t.co/F0tXDjFR3f,863213 +1,Canada must not give up the fight on climate change /via @globeandmail https://t.co/cIaJUaL9xJ,964525 +-1,"RT @SteveSGoddard: I lived through the global cooling and global warming scares, yet the weather is exactly the same as 60 years ago.",187779 +-1,"RT @loochchio: @ccdeditor The climate change theory is so flawed it doesn't withstand the tiniest amount of scrutiny +https://t.co/ZdBY1tjN…",924364 +0,"RT @shalpin: reminds me of Superman Movie plot ( Gene Hackman as Lex Luthor ). + +*earthquakes versus global warming :) https://t.co/4KyUTSLo…",850472 +1,"RT @RepTedLieu: #Trump (who lost pop. vote) noms Scott Pruitt, climate change denier, de facto oil lobbyist, to lead EPA. BadChoice! https:…",385964 +0,"Apa gara2 dunia makin panas krn efek global warming ya, jadi pada haus kekuasaan gitu ��",828574 +-1,RT @CounterMoonbat: The people who predicted parts of Manhattan would be underwater by 2008 due to climate change are concerned about 'fake…,969066 +2,"RT @TIME: China to Donald Trump: No, we didn’t invent climate change https://t.co/B0IVLU2Wl7",448622 +1,RT @brhodes: How will GOP explain to our kids that it failed to combat climate change or prepare for its impacts because it denied basic fa…,961845 +-1,"RT @SteveSGoddard: No one told Bernie that it is -35 degrees in North Dakota, and he can call of his global warming protest. https://t.co/c…",414758 +1,"RT @Aspentroll: God if ur there give us another world wide flood... oh wait, these ppl r also climate change deniers. . #atheists…",878785 +1,RT @GregVann: This powerful statement is a Berlin statue called 'Politicians discussing global warming'. I think of it as 'not dr…,337456 +1,RT @YoussefKawkgi: .@realDonaldTrump global warming is definitely real it's mid November and it's 16 degrees how do you not see this what i…,213993 +0,"RT @HuskerHaHa: Winter is coming + +Oh thank the gods, this summer heat is getting ridiculous + +Dragons caused global warming + +#ThingsNeverSai…",1659 +1,"RT @SaysHummingbird: Unbelievable. + +'The Trump-Putin meeting took place at same time other world leaders were discussing climate change' + +h…",200686 +2,RT @cctvnewsafrica: Coming up on #AfricaLive with @BmarshallCCTV World leaders declare climate change action plan unstoppable https://t.co/…,212171 +2,"RT @CBCNews: Alberta's climate change 'leadership' paved way for pipeline approvals, says Justin Trudeau https://t.co/1YBkG4hQyx https://t.…",656244 +1,"RT @TuffsNotEnuff: Breitbart's resident global warming denier, Lee Stranahan, promoted to Russia's 'Sputnik' propaganda op. https://t.co/8H…",137099 +0,Leki Fotu just solved global warming,376667 +1,"@madness1899 @wizardbird Proportionally, human sources climate change is enormous. Climate changing rapidly.",890205 +0,RT @marklevinshow: The nominees for Secretary of Interior & Energy have testified that they believe in man-made climate change.,225968 +1,The pentagon reports that climate change will cause wars & worldwide devastation. #NoDAPL We don't need more... https://t.co/IRmqlbDl5X,634108 +2,"Americans among least concerned on planet regarding climate change +>@pewresearch: +https://t.co/JDRsxWVcEZ",652534 +2,"RT @makGauBalak: India diverts Rs 56,700 crore from the fight against climate change to Goods and Service Tax regime https://t.co/sbNy1AysbR",648244 +-1,"RT @PrisonPlanet: Obama uses private jet, 14 car convoy to get to 'climate change' speech. https://t.co/kNyfjfvCuZ",154451 +1,"@OpChemtrails +let's zero out climate change with Nature & Agriculture instead #MOhempKenya snippet… https://t.co/3T3KN2IFnx",769688 +1,"RT @NatParkUndrgrnd: Even w/o climate change, Trump & family are severe threats to wildlife & National Parks. To them, everything exists… ",470646 +1,"RT @KamalaHarris: The people of CA deserve to have a leader representing their voices on climate change, immigration & water resources +http…",803193 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,88543 +0,Saturday duties. I am chairing the Responding to climate change session at the @WSF2017 conference in Cape Town… https://t.co/hPX5Y5K8rl,272192 +0,RT @Trump_Opinions: Does climate change concern you? | Vote and retweet! #climate,72352 +1,"RT @zoeinthecities: So surreal that your husband & father are creating ecological policies that deny & speed global warming, without re… ",426369 +1,RT @Park_People: How progressive cities can lead the climate change battle https://t.co/PUzWHh6I7i #cities #climatechange…,122873 +-1,"@Tinqsam They'll march all day as long as it's only about global warming not national debt, immigration or race and IQ #marchforscience",206421 +2,RT @orfonline: Remote sensing data from ISRO satellites are helping researchers understand the impact of climate change. Read more: https:/…,430982 +0,"�� namikawas: weavemama: maybe gangster whales is what we need in order to fight climate change Whales,... https://t.co/Np8OJBY52v",804832 +0,@supersteak @NBCNews This means scientists are actively trying to disprove human impact on climate change at the same rate they are proving.,619104 +2,RT @CNNPolitics: Donald Trump: 'Nobody really knows' if climate change is real https://t.co/BQ4z69MJJn https://t.co/Z9xI0BZ4Jt,288018 +1,#StellaBlizzard *totally* proves climate change is a hoax. That's *totally* why it was in the mid-70s a few days ag… https://t.co/T8PEu3fqKq,52648 +1,RT VoiceboxOFNaija '[Discussion] Abrupt climate change is here. How do we prep for this?: ...brazil-11 netherlands… https://t.co/sIFqd96stP,190803 +0,"After an hour they emerged from his office, Donald's face drenched in sweat. +'So,' asked Theresa, 'Now do you believe in climate change?'",900409 +-1,RT @HealthRanger: NOAA got caught faking global warming temperature data… so where is the apology? https://t.co/0GcIaHsnBn #fakenews…,982066 +1,RT @guardianeco: Why the media must make climate change a vital issue for President Trump https://t.co/2bG95StTTZ,407669 +0,"Trade Center, right now, we need global warming! I’ve said if Ivanka weren’t my hands: ‘If they’re small, something else",673542 +-1,American Thinker: When climate change warriors can’t keep their stories straight https://t.co/lcHz6Zaly4 https://t.co/t0finozR5X,601210 +1,"RT @matthewstoller: Trump will not deal with climate change, but Obama didn't deal with it either. This happened under Obama. https://t.co/…",570893 +1,"RT @jilevin: To curb climate change, we need to protect and expand U.S. forest https://t.co/mMocW2qPTZ",534410 +1,@Weather_West @sianberry dear @realDonaldTrump-choose any climate scientist and they will explain to you how we know climate change is real,881892 +1,"RT @AlexSteffen: Something that ought to be pointed out more: + +It doesn't pay that well to work on climate change; it pays very well to be…",366328 +1,"RT @Gatorau: The time of the babyboomers has to end. We need renewables, have to accept climate change, end negative gearing. So… ",583660 +1,RT @SenSanders: We have a president-elect who doesn't believe in climate change. Millions of people are going to have to say: Mr. T…,619802 +1,Reading the replies of people truly believing climate change is democrat propaganda 💀💀💀 https://t.co/2Al9Rd6Urx,341205 +1,RT @kengarex: This sculpture by Issac Cordal in Berlin is called “Politicians discussing global warming.” https://t.co/NAgNojBt0O,464255 +0,"RT @Cheeseboy22: A cute thing I tell my kids is that because of global warming, Santa is now floating on an iceburg just outside Greenland.",77154 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,840866 +2,"In rare move, China criticises Trump plan to exit climate change pact: Trump has threaten... https://t.co/wDAPhE4P71 #pakistan #business",99018 +1,"RT @RedTRaccoon: A flood doesn't care if you if don't believe in climate change. + +It strikes everyone and it will happen again this…",395354 +1,How the heck do people not believe in climate change? Get your head out of your booty,674788 +0,"RT @ULTRAVlOLENCE: Interviewer: 'What do you think about global warming?' +Melania Trump: 'Hello... He's kind he's strong, he's a great... c…",398743 +2,RT @NBCPolitics: U.S. Secretary of State Rex Tillerson used an email alias as Exxon CEO to talk climate change…,956620 +1,RT @GJosephRoche: Rolex Award for Sonam Wangchuk who creates ice stupas in Ladakh to mitigate climate change impacts.…,596497 +2,"Former EU ambassador to Tanzania Mr.Tim Clarke, addressing the conference concerning climate change adaptation https://t.co/GsGt4TrHGl",789712 +1,Consider climate change in every action' https://t.co/53my5WB53M #ActOnClimate #UrbanAction #SDG11 #SDG13 #ECO4CLIM_Rdg #Fiji #Bonn #COP23,302884 +0,"The irony is, there were dead bees 🐝 on the ice. Maybe Al Gore was right about the internet, I mean global warming.",734756 +2,"Reuters: In rare move, China criticizes Trump plan to exit climate change pact: BEIJING (Reuters... https://t.co/0iSoZol1JA #environment",405056 +1,Head of EPA Pruitt denies carbon dioxide causes global warming despite widespread agreement in scientific community https://t.co/ZA4Ih0HhUj,587036 +1,RT @sophiesoecht: At the #bluegreen @ACREurope summit with @myronebell from the @realDonaldTrump adm. Known as a climate change denie…,688820 +1,@realDonaldTrump ought to consider 'global warming' mitigation in infrastructure planning…regardless…cause…rising tides call for sea walls…,620217 +1,@IsaacDovere Maybe now they'll believe what scientists have been saying about global warming,820008 +1,RT @AstroKatie: Now would be a great time for the rest of the world to find ways to pressure the US on climate change and human rights.,206069 +1,RT @joe_hill: Trump says no one knows if climate change is real or Russia hacked the DNC. I ❤️ his Descartian refusal to believe anything c…,785380 +1,Help us save our climate. Please sign the petition to demand real action against climate change https://t.co/kXIb3yv8Hx with @jonkortajarena,189505 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,737331 +1,"Also, climate change is real. And if you wanna argue that it dismisses God, you're wrong. He told us to take care of the earth too...",4762 +2,Sharks help prevent climate change https://t.co/Jtpcla42Hv,896991 +0,@FoxNews Correction: They don't care about climate change. They care about petty vandalism. They are the new symbol of the left.,936798 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,17670 +1,RT @Slate: Trump will be the only world leader to deny climate change. https://t.co/thTQM5qEy6 https://t.co/0WvubdXUqu,463200 +1,"RT @SenSanders: On virtually every major issue — raising the minimum wage, climate change, pay equity for women — we are the majority",209774 +1,"@VP @realDonaldTrump Instead of contributing to climate change, lets switch to renewable energy which will also be… https://t.co/hK6P3bMFwb",413703 +0,Love global warming. https://t.co/UReox3y7OF,79642 +1,RT @ArielleKebbel: I'm askin u to get LOUD 2day America!VOTE 4 women's rights.4diversity.4 doin what we can 2 battle climate change…,143160 +0,RT @ftlive: What are the liability implications for climate change disclosure? Alice Garton of @ClientEarth explains at #FTCFS:…,707092 +2,"RT @myRadioIntl: Trump leaves G-7 summit amid climate change, trade disputes - German leader cites 'unsatisfactory' talks on cli... https:/…",666500 +1,If you don't believe in global warming then you haven't been to Nola this winter #globalwarming,249906 +1,"Denying climate change insults those who suffer its consequences, as in Peru https://t.co/pv3AX9ebMb by #WWF via… https://t.co/L3DnDcKnqo",645084 +1,Adapting to climate change means adapting to Trump – here's how | Dr Aditya V Bahadur https://t.co/rhvjrLn3IK,54063 +1,RT @BiancaJagger: The Arctic is melting faster and some US politicians continue to be climate change deniers https://t.co/47J4AgZqnj,559889 +1,RT @Newsweek: Trump is hurting thousands of small towns with his denial of climate change https://t.co/bfZgOq5VYs https://t.co/QD36fgbn2w,267540 +1,RT @frankieboyle: Let's look on the bright side. Maybe climate change will kill off humanity before a Global Fascist government can start t…,222134 +1,"RT @peta: Meat production is a leading cause of climate change, water waste, deforestation, & extinction. #WorldVeganDay…",903012 +1,"RT @EnvDefenseFund: If you think fighting climate change will be expensive, calculate the cost of letting it happen. https://t.co/2nQ9DGAwX1",170490 +-1,RT @kcjw33: Warmist fears arise over Trump plans to cut ‘climate change’ research https://t.co/OyNEAaovzP #feedly,129266 +0,"RT @TheProject_NZ: Do you believe that climate change exists? #TheProjectNZ + +Retweet after voting.",985179 +1,@danWorthington Trying to prove scientists wrong on climate change? Ignorant and arrogant. Was anyone stupid enough to follow his example.,391737 +1,RT @ClimateCentral: One of the most troubling ideas about climate change just found new evidence in its favor https://t.co/QlyqKbbJcg v…,502158 +0,RT @pyepar: When someone tries to tell me about Amber rose's nude yet there are things like global warming that still exist... https://t.co…,230070 +0,"At DU, a climate change exhibit that’s thoughtful, shocking and sometimes even humorous https://t.co/Ki9yotGfb0 https://t.co/BStZyODe3I",388849 +-1,RT @CounterMoonbat: The people who predicted parts of Manhattan would be underwater by 2008 due to climate change are concerned about 'fake…,597419 +2,Emissions Reduction Fund to cost $23 billion by 2030 if Australia's sole policy to tackle climate change - ABC Rura… https://t.co/w0q2rRQzv9,406167 +2,POLICY SHIFT: Trump to undo Obama’s climate change agenda https://t.co/46XyVab054 https://t.co/ytieUtPobU,884344 +1,RT @Protest_Works: It's a fact: climate change made Hurricane Harvey more deadly | Michael E Mann https://t.co/kIM3rEcaVK,2061 +-1,RT @scrowder: .@EcoSenseNow dissects the scam that is modern 'climate change'. #DailyCrowder >> https://t.co/4yyDuZaQ7i https://t.co/VcVbuA…,367869 +-1,RT @ClimateDepot: Warmists upset: Energy Secretary Rick Perry wants to hold a climate change 'debate' - https://t.co/lgesfX4c0I,796468 +0,The pledge is to keep global warming 'well below 2 degrees' @PUANConference #climatecounts,316295 +1,"And on this day, my instructor decided to show videos about global warming which killed every happy feeling I had about the nice weather 🙃",803411 +-1,"RT @goddersbloom: No one believes in man made apocryphal global warming except the metropolitan media elite. +They all seem to be a bi…",112435 +0,The Problem With Climate Catastrophizing: 'Greater obsession with climate change produces … https://t.co/a7TA6IGqVR https://t.co/WaUNjhQwW0,567399 +1,RT @OCTorg: The kids suing the government over climate change are our best hope now: https://t.co/BT3lo6gdIu via @slate #youthvgov,926333 +2,"RT @Reuters: In challenge to Trump, 17 Republicans in Congress join fight against global warming https://t.co/tjv4TEjEfQ",984704 +1,RT @AndrewGillum: Teaching climate change is not controversial – it's essential. We cannot let right-wing politics censor scientific fact.…,638146 +2,RT @xeni: Gov. Scott Walker's Wisconsin administration continues to scrub its websites of all climate change mentions https://t.co/VrVQd8Dc…,231075 +1,RT @politico: Analysis: Harvey is what climate change looks like. It’s time to open our eyes and prepare for what's coming…,174548 +1,RT @CKNW: #Vancouver to be part of worldwide March for Science: sparked by gov't muzzling of scientists/climate change denial…,244916 +0,"RT @explicithooker: me: Leo come over +Leo: i can't im busy +me: my friend said global warming isn't real +Leo: https://t.co/kveRTYlpIi",688002 +-1,@candacesmith191 hey a bunch of snowflakes who don't like global warming because snowflakes melt under the slightest bit of heat,405469 +0,@billpeduto Yes!!! #RaiseOurTaxes to prevent global climate change!!!,191505 +-1,RT @charlesadler: #Trudeau gov now admitting long term climate change strategy may include burning tax $$$ to buy carbon credits. https://t…,509562 +2,The surprising way climate change could worsen toxic algal blooms: https://t.co/GkPKi3fDzW,331861 +1,"#Florida’s bill is coming due, as the costs of #climate change add up https://t.co/CgmybPi05t #tweko",741064 +1,"RT @ddlovato: #IVotedBecause I believe in equality, we need comprehensive immigration reform, I am pro-choice and global warming IS real. #…",756771 +1,We can pray but better to accept climate change is real and join the Paris Climate Agreement (again). https://t.co/IRxOIozXbd,198850 +2,RT @grist: .@LeoDiCaprio’s new climate change film is now streaming https://t.co/fyeAxAr54C #BeforeTheFlood https://t.co/UYRZXfVWn2,998626 +1,RT @JodieNT: 'Unequivocal - climate change is happening' #climateinthetopend #climatechange #agchatoz #lookatthephoto @CSIROnews https://t.…,693415 +2,Noam Chomsky: Donald Trump's election will accelerate global warming and humanity's 'race to disaster' https://t.co/E9YRovt2bK,107717 +1,"RT @mehdifoundation: The climate change; icebergs melting, sea-levels rising which will cause more cyclones and hurricanes. These are also…",312582 +2,RT @SierraClub: Pa. senator blames body heat for global warming https://t.co/WWBMOTFV1C https://t.co/AbFD28mYuL,377593 +1,.@JeffBezos when will @Amazon stop funding hate and climate change denial propaganda? https://t.co/FeDRLybX03 (@SierraRise) #GrabYourWallet,168416 +1,RT @Conserve_WA: Know an aspiring filmmaker in high school? Let them know about this video contest from @UW about climate change:…,292563 +1,RT @MJHaugen: Here's a comic strip about how climate change sparked the Syrian civil war. I'm afraid this will happen elsewhere. https://t.…,91495 +1,"Waugal refers an indigenous global warming, habitat destruction and plaids and our friends don't care.",460385 +2,RT @thinkprogress: Interior scientist says the agency retaliated against him for speaking out on climate change https://t.co/m0i00szJDs,793130 +0,"@HowieCarrShow no no @HowieCarrShow , global warming burned it up and that's what made it disappear",901047 +1,RT @Slate: Trump will be the only world leader to deny climate change. https://t.co/thTQM5qEy6 https://t.co/0WvubdXUqu,993112 +1,@JBHTD so you are a climate change denier?I believe the climate scientist rather than climate deniers cause they go… https://t.co/oneKqsJs9j,233278 +1,ฉันชอบวิดีโอ @YouTube https://t.co/ZT8WZwgRga How climate change makes hurricanes worse,578097 +1,RT @frankieboyle: Let's look on the bright side. Maybe climate change will kill off humanity before a Global Fascist government can start t…,402682 +-1,RT @DavidJo52951945: Scientist says climate change is natural https://t.co/0YMISscifO,329691 +2,Fear US may lose focus on climate change challenge via @RTENewsNow @DenisNaughten https://t.co/CsPSIEPOFY,575741 +1,RT @YourNewBooks: The storm of climate change & political upheaval is leading to a tragic future. #environment @WildPolitics https://t.co/s…,820939 +-1,RT @PolitiBunny: Tomorrow is Earth Day which means we'll get nagged more than usual about magical climate change ... yay.,521482 +1,I had a dream that i had a rational conversation about climate change with donald trump..... Huh?,625534 +2,RT @SafetyPinDaily: #Trump plans to cut spending on EPA climate change programme by 70% |By @lucypasha https://t.co/O0srQDSJxo,331382 +1,RT @SethMacFarlane: HRC proposes installing half a billion solar panels by the end of her first term. Trump thinks climate change is a hoax…,792193 +-1,"Shut up, pretty white boy. Quit trying to be cool. Global warming, oops I mean climate change, is a fraud just lik… https://t.co/6LAdZGbagl",933449 +2,THT - UK’s Prince Charles co-authors “Ladybird” guide to climate change https://t.co/1Jtr473VT2 https://t.co/yXGkTN9OEi,425992 +1,RT @MorrisseyHelena: My view on clean/green/new energy: it's gone beyond politics/climate change agenda. It's now a real business/investor…,967739 +-1,"@ainomiadue @FUFFAYE @mmfa As far as science, climate change I'm assuming ur talk about. Do u know how many millio… https://t.co/yIhdFIqdBZ",260077 +1,It's sad to know that 91% of Americans don't even worry about climate change or even believe it's ACTUALLY happening 😪,305339 +1,RT @Seasaver: The ocean is losing its breath – and climate change is making it worse https://t.co/myO8tGHlGK @ConversationUS,546289 +1,93% of all climate change studies support the claim that the earth's climate is warming at an alarming rate. 93%,65797 +1,"RT @ezraklein: This, on how states and cities are forming a quasi-government around climate change, is fascinating: https://t.co/WtC7ooIpNt",254111 +1,RT @MikeBloomberg: .@C40Cities' #Women4Climate movement solidifies the critical role women have in fighting climate change…,915878 +-1,@lundstephs shut up climate change was created by China,41756 +0,@Oil_Guns_Merica @Cernovich @LeoDiCaprio is a hypocrite just like the rest of the celebrities on climate change who… https://t.co/EAWd1mQ5NT,139617 +2,Half the world's species failing to cope with global warming as Earth races towards its sixth mass extinction #breakingnews,358963 +2,RT @LearnNutrition: A million bottles a minute: world's plastic binge 'as dangerous as climate change' - https://t.co/Yq8EEvjHoL https://t.…,133969 +0,"After observing Earth Hour yesterday to raise continued awareness towards climate change, Pitbull pushes it... https://t.co/FvXeKaDD5Z",159780 +1,RT @MoustacheYogurt: Topic that is on our mind the most as we grow (or don't grow) our business: climate change.,41925 +0,RT @ryne_jones: RT if you think global warming is bad. Fav if you think global warming is good. Joel Embiid. #NBAVOTE,216032 +1,RT @CarolineLucas: The Chancellor failed to mention the words 'climate change' even once in his #AutumnStatement - My response in Parl…,1548 +1,RT @PopSci: How we know that climate change is happening—and that humans are causing it https://t.co/YFIkKmnwZ7 https://t.co/pMPAC5RADS,496438 +1,"RT @SamJamesVelde: It's 90 degrees in early November in Los Angeles, but you know ....according to Trump global warming and climate change…",601488 +1,"RT @DiscoveryIN: How a river vanished in just four days due to climate change. +Read: https://t.co/RFmAbA8Vp4 +Climate change is rea…",376661 +1,A 200-yr-old climate calamity can help understand today’s global warming https://t.co/vgeqBhCCrj,199560 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,889657 +1,RT @TheGreenParty: May's Government will be one of chaos. We've just got rid of UKIP - but instead we'll get climate change denying DU…,883577 +0,RT @UN: Starts today in Marrakesh: @UNESCO conf. on indigenous knowledge & climate change https://t.co/obyaU13EWR…,66614 +0,@CailieDopson @ellisuhhh @rkletch no he says global warming isn't real....������,202737 +1,"RT @sarahkendrew: oh look @HouseScience chair Smith has a survey asking people to tell him their priorities. climate change, anyone? https:…",811628 +2,RT @Jamie_Woodward_: A land fit for mammoths - modelling the impacts of climate change and humans on #IceAge extinction…,939798 +1,RT @climate_u: Tsongas: The cost of climate change inaction and denial - Milford Daily News https://t.co/92j4K4XGhk,108596 +1,@trees_r_cool animal agriculture is the main contributor to climate change :( please watch cowspiracy you'll see the truth!!,164712 +-1,RT @presidentdiary: This is one reason for 'global warming': money transfer. Enlist in our patriot army at https://t.co/GjZHk91m2E. Pat…,922058 +1,"nytimes: Americans are eating less beef, and that might help in the fight against climate change https://t.co/BleRbxQWXX",264356 +1,RT @ProfRossatUC: April 2017 @NationalGeograp elegantly summarises the climate change challenge 1/5 #climatechange @climatecouncil,370538 +0,RT @KristenSmiith: I said it 7 times and I'll say it again-- the Big Bang Theory is not funny and is probably responsible for global warming,472474 +2,RT @businessinsider: Trump's Secretary of Defense says climate change is real and dangerous — via @propublica https://t.co/2RxVrPZ42r https…,952488 +0,RT @EricBoehlert: number of times 'climate change' mentioned: 145,54415 +1,"I think we're going to find, with climate change and everything else.. things like global warming and goodness knows what else and the...",547752 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,600523 +1,"RT @Gizmodo: Trump's new EPA head @EPAScottPruitt wants to debate global warming, even as the world burns https://t.co/tzrpQXkN98 https://t…",506078 +1,RT @AJENews: 'The heat from global warming will continue.' https://t.co/lXPyDGA16u,483591 +1,"RT @davidsirota: Apparently, the best way to fight climate change is to let oil/gas industry avoid reporting their emissions https://t.co/d…",708781 +0,American Institute of Architects takes a stand on climate change https://t.co/CaSULzWdtA https://t.co/FsyzEAqgLB,124708 +0,RT @olgakhazan: I do wonder if it's time journos started stating 'immigrants are good for the economy' like we now say 'climate change is c…,111405 +2,RT @UberFacts: Tropical hurricanes are expected to become 2 to 11 percent more intense because of global warming by the end of the century.,21913 +1,RT @WaterkeepersCP: Tell your Senators to reject Scott Pruitt for EPA. A climate change denier should not be in charge of #cleanwater -…,207956 +2,Investors worth $2.8 trillion are uniting against Donald Trump's climate change denial https://t.co/3L081xkoKE,865662 +1,RT @SenBobCasey: Earlier this year I held a town hall in Pittsburgh & the residents in attendance called for action on climate change. Cc:…,395281 +2,L.A. is coating its streets with material that hides planes from spy satellites to fight climate change https://t.co/935jUff9ZG,860378 +1,RT @antoniobanderas: The decisions made by leaders at #COP22 can help curb the worst effects of climate change. Image via @world_wildlife h…,476784 +2,RT @thehill: Sanders tears into EPA head for saying CO2 isn't a 'primary contributor' to climate change https://t.co/cQJtm4rEPP https://t.c…,516164 +1,"RT @COP22: Celebrate #WorldCitiesDay! 90% of cities are located on the coast, protect them from climate change.#ActionTime…",828695 +1,RT @cynthix_: I wanna cry my dad doesn't believe in climate change,71679 +-1,And to think this fool Tim Kaine could've been the next vice president. Blabbing about climate change. #SenateHearing #Tillerson,281936 +1,It's hard to believe that they're people out there that think global warming is a hoax.,335762 +2,RT @NRDC: Military leaders are urging Trump to see climate change as a security threat. https://t.co/NycppMUArB via @sciam,831958 +1,RT @exoanti_: Does anyone here notice the earth's climate change? Exo's big 3 privilege is really taking a toll,562640 +0,I guess he hasn't heard about climate change 😂 https://t.co/tvSB2MqYq8,218727 +2,An unusual group of suspects have united to fight climate change https://t.co/az4FAHjcbL https://t.co/mx23RtVBhp,406796 +1,RT @ClimateCentral: 'Biodiversity can help us face the impacts of climate change' https://t.co/akMvBvsakd https://t.co/HpJo3Chdpu,321428 +-1,"Weren't we all supposed to have drowned from global warming like 10 years ago or something? + +#EndClimateHysteria https://t.co/V68CQVMEs3",553977 +1,RT @CleanAirMoms_FL: 'We need to invest in – not cripple – agencies focused on curbing climate change.' -@RepCartwright https://t.co/YGZ5Xp…,10985 +0,RT @Khanoisseur: 4. Lawsuit Christie helped Exxon cheat not to be confused with Exxon climate change lawsuit Sessions can help squash https…,362055 +2,"RT @RogueNASA: 'More important than regulating climate change, the official said, is protecting American jobs.' https://t.co/Ht2CHYx4qJ",797898 +1,RT @NYTNational: Trump has called climate change a hoax. Now he has the chance to destroy efforts to beat it. https://t.co/i9hdsPig9Y,924078 +1,@Moj_kobe The world in 'Fallout New Vegas' is a gritty prediction of our climate change future https://t.co/MIqo9oDdGu,686607 +-1,"Instead, the global warming you falsely believe in should not be your fate, but, a nuclear winter is all but inevitable if you tear down USA",979783 +1,"RT @GPUSyouth: Exactly, fixing the economy & addressing climate change w/ an emergency #GreenNewDeal IS 'dire,' @MDSienzant. 🌳@LavenderGree…",595099 +1,RT @ClimateCentral: This is what it's like to be a young climate scientist in the age of climate change https://t.co/QX7wfvlYHW https://t.c…,277225 +-1,"@CanadianOrth @BrianZahnd @KHayhoe Regardless, there is a real hidden agenda behind the global warming hysteria. Co… https://t.co/IVP7BiscjT",778814 +2,RT @grist: .@LeoDiCaprio’s new climate change film is now streaming https://t.co/8CKrsPU065 #BeforeTheFlood https://t.co/g8ViS3Wovr,255821 +0,*quietly rocks back and forth in my NASA jacket from my job at a federally funded climate change data center* https://t.co/PdzT2I6Oqu,688330 +1,"RT @NatGeoChannel: Watch #BeforeTheFlood right here, as @LeoDiCaprio travels the world to tackle climate change https://t.co/LkDehj3tNn htt…",931207 +2,#ScienceDaily Pattern of mammal dwarfing during global warming https://t.co/jSyaHMfZvH,99359 +-1,"@nodank_ No I am not, I am on the side of the scientists who disagree with the theory (not theorum) of climate change.",103721 +-1,RT @KaeElmer: The REAL FAKE NEWS exposed: '97% of scientists agree on climate change' is an engineered hoax..https://t.co/BEb5UAjERN,214460 +1,RT @Anne_Hidalgo: One of many examples of concrete cities actions against climate change #Cities4Air https://t.co/aPBoarxhML,202247 +1,RT @altNOAA: We simply cannot have an EPA chief that denies CO2 as a primary driver of climate change. Like NASA being ran by a flat earthe…,308524 +1,RT @Fusion: Did you know the avg American eats more than 210 lbs of meat every yr?! Here's how that's affecting climate change:…,772535 +2,RT @AP: China's president warns that world economy faces growing risks from countries ignoring climate change. https://t.co/W75xiExBrU,956950 +1,"RT @iansomerhalder: VOTE VOTE VOTE!!!! +;) VOTING for a candidate that believes climate change is a hoax is the MOST dangerous person to…",805506 +-1,@CounterMoonbat @NatShupe we are not supposed to remember they used to say global warming i guess. now everything proves their point.,17971 +2,RT @vaniccilondon: https://t.co/LPlNDcQv6Q CO₂ released from warming soils could make climate change even worse than thought…,237783 +2,"RT @NaturePlants: Predicting rice yield losses due to climate change. https://t.co/mDrSFVZ3w5 +SharedIt: https://t.co/jHu2M3xsnZ https://t.c…",273452 +1,Republicans called global warming a hoax created by the chinese. Im so done are u fucking serious right now,560813 +1,RT @CUTrumpsHate: In 2016 the fact that we have a presidential candidate that doesn't believe in climate change is absurd. Vote Hilla…,472087 +-1,@johnsut27124887 @CllrBSilvester Thats two of us who recognise the truth about the myth of climate change and I'm certainly not an 'expert',111651 +1,"RT @billmckibben: By wide margin, millennials (who will be here for decades to come) say climate change is worst problem world faces https:…",600713 +2,Low Carbon Economy Index 2016: UK maintains its position as a climate change leader - Press room https://t.co/oUAOCoMYAS,272745 +1,I just joined @NatGeoChannel @21CF in combating climate change. Take action #BeforeTheFlood https://t.co/y9hWcWpSuf,698946 +-1,The hiatus in global warming is important ... and won't be bullied out of existence. Another one ��… https://t.co/ZTm29CspOt,387570 +1,RT @GodlessPirate: You need not 'believe' in evolution nor climate change. Belief is reserved for things without a shred of evidence.. you…,3888 +1,Thank good bill nye is back with a show. Maybe now you dumbasses will care ab climate change..,154320 +1,RT @costume93: @IvankaTrump Yet none of those people take climate change seriously! Hypocrites,713574 +2,Record-breaking climate change pushes world into ‘uncharted territory’' https://t.co/wcM0sPNcFz #climatechange #temperatures #scientists,362601 +1,RT @campaignsarah: 'Last year's Paris Agreement showed the world was united in its concern about climate change...' https://t.co/r28msde9LO,479590 +2,Alaska’s thawing soil is becoming a much bigger problem for #climate change: Fusion https://t.co/SUICK1EhME #environment,879534 +-1,@ger60258 I never said climate change is not happening nor do I disagree with its existence but the reasons are open to question. #Listen,447889 +0,"RT @johnkeypm: Met with US Secretary of State @JohnKerry today to discuss issues including international security, climate change,…",678717 +-1,RT @TEN_GOP: CNN's Brian Stelter destroyed by Weather Channel founder John Coleman over global warming. This deserves endless re…,877658 +1,"Thank you Faux News & Talk Radio, you were always right, climate change is a hoax +https://t.co/SImeTyjpyb https://t.co/vkR3Xd8RE5",780676 +2,RT @thehill: Rahm Emanuel posts climate change webpage deleted by Trump administration https://t.co/w32H7RC03x https://t.co/3qaFRudnmE,653243 +1,"RT @peta: Meat production is a leading cause of climate change, water waste, deforestation, & extinction. #WorldVeganDay…",298059 +2,RT @bemidji: Study: Some northern states' tree species unable to adapt to climate change https://t.co/LlFuvMLPnD https://t.co/90Jya97rI7,867527 +1,On front line of climate change as Maldives fights rising seas. https://t.co/F8DR3eQqcU,775286 +1,RT @HuffPostUKTech: This is how much you are personally contributing to the Arctic melt through global warming https://t.co/EtWOav4TXU htt…,190234 +1,RT @Jaffe4Congress: I know that climate change is a paramount threat to our future. Time to clean house of polluters' rigged science and bo…,700715 +1,"RT @EdwardTHardy: The DUP oppose equal marriage, oppose reversing climate change & oppose lifiting a ban on abortions. The Tories want to d…",386749 +1,"RT @SenSanders: On virtually every major issue — raising the minimum wage, climate change, pay equity for women — we are the majority",698404 +1,RT @SenSanders: We have a president-elect who doesn't believe in climate change. Millions of people are going to have to say: Mr. T…,691480 +1,RT @DenkyuuMedia: Apple makes an eloquent plea to take climate change seriously https://t.co/icRRUEeWMC https://t.co/AwRonLOue8,498062 +1,RT @nichellezinck: I don't understand how people can think that climate change isn't real. You honestly have to be a special kind of stupid.,904407 +1,RT @citizensclimate: Great set of graphics from @NatGeo: Seven things you need to know about #climate change https://t.co/WqzuUAHho5 https:…,233238 +1,"RT @HFA: From college affordability to climate change, 'Hillary Clinton’s values are Millennial values.' —@PGSittenfeld https://t.co/egs8ht…",4670 +0, yea your nudes are nice but what are your views on climate change' i just choked why is this me 😂,96373 +1,RT @ClimateReality: #Chicago’s mayor posted the deleted EPA climate page to its own site: 'In Chicago we know climate change is real.' http…,287866 +-1,"The fake news media wants to talk about fake global warming when we should be focusing on the Philippines!' - Future Trump, guaranteed.",322448 +0,RT @billmckibben: The Orthodox Patriarch Bartholomew delivers strongest words on climate change I've ever heard from religious leader https…,269735 +1,@realDonaldTrump How do you not believe in climate change? I don't understand how idiotic you have to be to not believe in climate change,621139 +2,Paris agreement (PA) on climate change and South Africa’s coal-energy complex: issues at stake: Africa Review: https://t.co/arpqOsqvgl,386506 +2,RT @danielleiat: US government bans phrase 'climate change' https://t.co/pzOOKP8YCn,251040 +1,Highly recommend #BeforeTheFlood documentary on climate change for a truly terrifying wake up call this Halloween. https://t.co/i1gsKi7F02,647508 +1,Y'all keep saying the same thing about different states.. Do y'all not realize global warming is happening ppl. Sta… https://t.co/OP7PMVZp9P,292358 +0,In the end of October CAREC experts on climate change and sustainable energy met with Nazarbayev University’s team https://t.co/Kw7KdLQ6EX,332206 +1,Carbon Dioxide Is Rising at Record Rates: The main driver of climate change is carbon dioxide. So…… https://t.co/DM2P7z7sSb,699420 +1,RT @jtotheizzoe: Understanding and combating climate change is not 'politically correct' it's 'species-essential' https://t.co/cwjVU5uALz,781999 +1,"RT @1followernodad: parent: I'd do anything for my children! + +Scientist: here's how to stave off climate change so your children can stay o…",133976 +1,@yungpedro216 it literally causes global warming.. the radio waves sent out by one machine alone far exceeds the fe… https://t.co/iJeGXyvcec,445003 +1,"RT @DavidWetherell: Let's give names to these ancient pathogens being released by global warming. For instance, Koch Brothers Anthrax. http…",452480 +2,CityConnect shows you how climate change will impact your own home https://t.co/5KFCf0AWiL https://t.co/RXrvgLG8CD,550540 +1,still can't get over the fact that someone who doesn't believe in climate change holds one of the most powerful positions on the planet,594153 +0,"RT @nctdailyjokes: johnny: girls are so hot +johnny: boys are so hot +johnny: why is everyone so hot? +ten: global warming",407415 +1,RT @pablorodas: EnvDefenseFund: Summer heat waves give a glimpse of what a normal summer with climate change feels like. https://t.co/Sw44v…,512117 +1,"RT @TheCaseyRusu: Its 72°F in Boulder Colorado... It was snowing a week ago... Couldn't possibly climate change, no sir. Not at all. Fuck t…",56604 +1,RT @Aiannucci: The US elected Trump but the rest of the world didn't.So what do we do if US policies ( e.g. climate change) threaten the re…,936602 +0,"We are going to solve global warming here in Chicago, just as soon as we figure out how to make all these banned gu… https://t.co/B2kTOLqKdP",120990 +1,"RT @CECHR_UoD: Heatwaves to hurricane +7 climate change hotspots +https://t.co/TuGkDlCX6C +#Murcia #Dhaka #Mphampha #Longyearbyen…",321306 +1,RT @nytopinion: A world determined to limit climate change needs fewer coal mines https://t.co/06DmRe71rE https://t.co/HjIcUfvHef,585446 +2,“Trump’s new head of EPA transition said global warming is ‘nothing to worry about’â€ by @kileykroh https://t.co/FoUkD4jlhR,289618 +0,"RT @AlexWodak: All reform Australia now gridlocked: republic; marriage equality, euthanasia; drug law reform; climate change; neg gearing;…",345872 +0,"Surprised blades fans haven't been blamed for global warming yet +#sheffutdfansareadisgrace",590236 +2,RT @PaulRogersSJMN: New EPA chief signals that he may not allow EPA scientists to study climate change. https://t.co/OkGvXIYFZD,129567 +0,RT @PantheraCats: Snow leopards live high up in the mountains of central Asia. Will climate change affect them? More from @onEarthMag https…,556289 +2,What does Africa need to tackle #climate change? - https://t.co/7X7M30KLQ5: Al Jazeera https://t.co/7N9P9rUoE2 #environment,658862 +0,"RT @lexiem01: 'What causes global warming, is it bad?' +'Yes it's bad and from pollution' +'Ugh fucking humans' +'I know right I hate them.'",306531 +2,RT @ABCWorldNews: Donald Trump victory casts shadow over US pledge to international climate change goals https://t.co/eQbYhicGvU https://t.…,423485 +1,RT @Greenpeace: That's one way to get through to people who don't believe in climate change @neiltyson... https://t.co/8Tif5zl1AX,871717 +1,RT @Ali__Ghaouti: Not a single word about ecology and climate change during the french presidential debate #2017Ledebat #COP21 #ClimateChan…,850402 +-1,Nothing worse than a climate change explosive device. Enlist with us at https://t.co/cwjCGb36ZX. Join our patriots. https://t.co/kRxfSLGopi,556051 +0,"RT @ULTRAVlOLENCE: Interviewer: 'What do you think about global warming?' +Melania Trump: 'Hello... He's kind he's strong, he's a great... c…",952984 +2,"RT @spectatorindex: BREAKING: President Trump has told aides he plans to withdraw the US from the Paris agreement on climate change + +(Via A…",909543 +0,"Kentut sapi termasuk penyebab utama global warming, karena mengeluarkan gas panas yang bisa merusak udara.",701584 +0,EDITORIAL: <b>Stop</b> debating <b>climate change</b> https://t.co/fS5oq7trf9 #ExpressHatred,537608 +1,"RT @marygauthier_: The same science that knew about the eclipse, knows about climate change. The 'fake news' being railed against will brin…",846666 +1,RT @SNRE: Read about how Detroit's climate change activists like Prof. Tony Reames are using science to plan for a warmer city https://t.co…,730594 +1,Don't miss >> British scientists face a ‘huge hit’ if the US cuts climate change research https://t.co/LIzCS4OcuD,353835 +2,"Scientists seek holy grail of climate change in Oman's hills: WADI ABDAH, Oman (AP) -- Deep in the jagged red… https://t.co/8kAaLuJIfm #news",669611 +0,"SPORTS: 'Tony Soprano Look-a-Like' found denying climate change at Los Angeles Zoo. 'In hindsight, I could have done things better'.",80310 +-1,"@Taniel @LVBurke The Russians did it - oh wait, is this when we blame global warming",659577 +1,@SarahNicoleMOR a kiwi fruit from New Zealand emits 1billion times its weight in global warming before you eat it. I agree- down with fruit!,132437 +0,"RT @Arthur59611540: The great American disconnect with global warming +https://t.co/QYMXLi2ytl https://t.co/f9o2fFImPo",371310 +2,How climate change will affect the quality of our water https://t.co/7Rmk1N7XYV,485490 +0,RT @cycle_action: Absolutely bugger all on climate change in the budget. Reduce congestion more about time saving for motorists. Unreal. Bl…,607236 +1,RT @MikeHudema: It's this simple. Stopping #climate change means we can't build any more pipelines: https://t.co/ZNjdRv2oGV…,538912 +0,RT @Mr_Considerate: Michael Gove pushed for global warming to be removed from the national curriculum. https://t.co/pMsrlTL2E1,546956 +2,#NicholasStern: cost of global warming ‘is worse than I feared’ https://t.co/8ckTRB2GIB https://t.co/uGbOYtykpf,350740 +2,Documentary explores how #climate change is impacting Yosemite: CBS News https://t.co/pGrJKBoCkT #environment,932993 +1,RT @there1965: “EPA head falsely claims carbon emissions aren’t the cause of global warming” by @samanthadpage https://t.co/kU2pVaJKdO,220611 +1,The left and right agree: Fox News destroyed EPA chief Scott Pruitt over climate change https://t.co/LRWzv69MM3,49068 +2,"In the Netherlands, a proposal for climate change resilience through landscape remodelling rather than defences. https://t.co/nvGOwdfhbZ",819246 +1,RT @thephilosophah: global warming is real and it's affecting me personally,172197 +1,"RT @AstroKatie: If you were going to be a single-issue voter, not making global warming even worse would be a good issue to choose. https:/…",827859 +2,"Nigeria needs $140b for climate change commitments, says World Bank https://t.co/hxzqu9Mj90 https://t.co/s952ihDD6v",302031 +0,@karachristyne i'm not even sure if he knows what climate change is,233277 +1,"RT @NYTScience: Many things Trump says about coal, climate change and the environment bear a strained relationship with the truth https://t…",65635 +1,Just in time ... a breakdown of things that contribute to global warming using a @NASA tool https://t.co/jUZTAxPpgq #rnr150c,862076 +1,"RT @DrJillStein: The #GreenNewDeal: +👷ðŸ¾ Jobs for all who need work +☀ï¸ 100% clean energy +🌎 halt climate change +✌ðŸ¼ wars for oil obsolet…",426569 +1,"We are global, I wish protests similar to those - for sustainable development, climate change and human rights, of… https://t.co/CYo1uUvKSw",822290 +2,Rex Tillerson: Secretary of State used fake name ‘Wayne Tracker’ to discuss climate change while Exxon Mobil CEO: … https://t.co/AwwA3q2rTN,941074 +1,"RT @kthalps: 'Unlike President, I believe in climate change. But I don't blame these coal miners. These guys are heroes' #AllInwithBernie […",521037 +1,"@realDonaldTrump threats climate action, but some states vow to fight climate change since Trump won't https://t.co/B13C3yrT1P #ActOnClimate",384262 +0,RT @jendlouhyhc: Directive set to reverse Obama-era policies that prioritized the role of climate change in government decisions (ie…,575317 +1,"RT @billmckibben: Trump is making biggest bet any leader has ever made: physics isn't real, and climate change can be safely ignored https:…",265543 +0,@marcelcanoy Maar je hebt global warming gegoogled . LOL,863062 +-1,@XBetadogX what being real climate change? Absolutley. Human cause? Miniscule and immeasurable at best. Does not justify punishment of ABtns,823700 +1,"*EVEN IF* climate change wasn’t real, acting as if it were would still immeasurably improve the world on many levels. There’s no downsides.",541277 +2,"RT @ABC: Sec. of State Rex Tillerson used alias account in some climate change emails during tenure at Exxon, prosecutors sa…",533019 +1,"RT @RagSnapper: Matt Ridley, climate change denier and (surely coincidentally🤔) 'man with finiancial interests in coal mining'... https://t…",744053 +-1,Figures when I have 3 weeks off to smash a ton there aren't any events in the tristate area lmao Ps climate change is a myth read the bible,69565 +2,Indigenous Latin American women craft climate change solutions in Marrakech #cop22 https://t.co/lEliHa3kdx,764469 +0,RT @octaehpus: #Team1D if global warming isnt real then why did 1d go on hiatus,40725 +1,It's 40 degrees on a winter morning in Utah but global warming is a conspiracy created by the Chinese,370847 +1,RT @kurteichenwald: China is now explaining the history of climate change science/politics 2 underscore to Trump they didnt do a hoax. God…,894681 +1,RT @LizMcInnesMP: PM responds to @Ed_Miliband that she is committed to climate change. So committed that she scrapped the Department. #PMQs…,281442 +0,Kinda makes you think that the goal of enviros isn't really to fight climate change. https://t.co/nEgtePq1zh,988431 +2,Wild oysters in San Francisco Bay are threatened by climate change - SF Examiner https://t.co/KtzvrBjZvF,55162 +1,"RT @aliasvaughn: 2. Pope gave Dondon a copy of his encyclical 'Laudato Si' which focuses on environment, global warming etc. #FeelthePopeSh…",758064 +2,RT @standardnews: Heathrow expansion 'may breach Government's own climate change laws' https://t.co/dEoAEMxslS,846644 +1,"RT @AndrewNadeau0: SCIENTIST: Years of study have concluded beyond a doubt global warming is real. + +PEOPLE WHO DON'T GET SCIENCE: I'm cold…",642263 +1,Let's hear more from vulnerable #women hard-hit by #climate change @UNFCCC talks: strong message from #DCdays… https://t.co/M5owxkYadZ,320973 +2,"Carbon dioxide not ‘primary contributor’ to global warming, EPA chief says https://t.co/6DqWsW7ELh https://t.co/B4whbG1bAx",973547 +1,"RT @GreatDismal: @nytimes decision to have an in-house climate change denier, in 2017, will look far worse, in ten years, than support of I…",675422 +2,Top US coal boss Robert Murray: 'We do not have a climate change problem' https://t.co/kaVHG5LHDr,514221 +1,RT @CoryBooker: Scott Pruitt – a climate change denier and fossil fuel protector – as Trump's head of the @EPA is a disastrous choice for A…,252627 +-1,RT @realDonaldTrump: The concept of global warming was created by and for the Chinese in order to make U.S. manufacturing non-competitive.,758209 +1,RT @colbertlateshow: Don't expect to hear the words 'climate change' being tossed around in the Trump Administration anymore. #LSSC…,102122 +1,RT @miasimoneg_: Literally every state knows this struggle it's called global warming https://t.co/ShWf1q5jDp,655872 +1,RT @EricBoehlert: so how many articles during campaign did The Intercept do on Trump and climate change vs number of articles on Clin…,703107 +1,"RT @OurRevolution: @ninaturner @OnTheGroundShow A bold agenda of Medicare for All, college for all, climate change, criminal justice r…",945950 +1,"RT @citizensclimate: WashPost: Shrinking mountain glaciers are 'categorical evidence' of #climate change, scientists say… ",606709 +0,"RT @JYSexton: 'I tell you, I only discredited climate change scientists for years, but this Trump business is crazy!' + +No. No. No. NOOOOOOO…",348950 +1,It's all about being adaptable. See the simple way these farmers are outsmarting climate change https://t.co/NDyi5VOUya,527761 +0,RT @TexasStandard: We're talking about this story on social media: The EPA's new head says CO2 isn't a main cause of global warming.…,674016 +1,"RT @savitriyaca: a must watch, cause climate change is here! :((( Before the Flood - Full Movie | National Geographic https://t.co/kCFBd47D…",891447 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,639811 +0,"RT @lynlinking: Anti-climate change Senator storms out of his own presser +descended into a shouting match with reporters excerpt +https://…",605036 +-1,"RT @CarmineZozzora: When all the billionaire climate change scammers stop buying ocean front mansions, I'll start worrying about sea le…",528609 +2,RT @100isNow: A new book ranks the top 100 solutions to climate change. The results are surprising. https://t.co/Gk4JLqJWYK via…,533015 +1,"RT @PhizLair: xenophobia & nationalism rising, here & around world- due to fear of globalization, climate change, & shifting population #ha…",219495 +1,RT @SenSanders: We have a president-elect who doesn’t believe in climate change. That’s frightening for this country and the world.,910016 +1,RT @qz: Conservatives can be convinced to fight climate change with a specific kind of language https://t.co/dhIrsOt1SQ,153314 +1,RT @Slate: The New York Times’ coal miner interview is why we won’t stop climate change: https://t.co/dt4R1OSdRU https://t.co/Ac8kgHHQSX,280389 +1,"RT @soit_goes: We can talk climate change all day, innovation & science will be unable to save earth unless we stop allowing profit to defi…",359476 +1,"RT @NatGeoChannel: Watch #BeforeTheFlood right here, as @LeoDiCaprio travels the world to tackle climate change https://t.co/LkDehj3tNn htt…",528958 +1,RT @chrisamccoy: Here’s what optimistic liberals get wrong about Trump and climate change https://t.co/ZQTbeeJNL0,531950 +2,RT @KajEmbren: 8 in 10 people now see climate change as a 'catastrophic risk': survey https://t.co/DAQ3X155bq,533046 +1,RT @coal_ind_today: Why the media must make climate change a vital issue for President Trump https://t.co/LdL9wbmqwY,812462 +1,"RT @davidsirota: When our kids are struggling with the brutal consequences of climate change, they'll judge our generation on stuff…",105364 +-1,RT @realDonaldTrump: The concept of global warming was created by and for the Chinese in order to make U.S. manufacturing non-competitive.,304310 +0,"@BhayanakPuppy @ghoshabhshk My Atta turned into chapati due to global warming, am scared about my Icecream...if it turns to kesar milk",857697 +-1,I thought they were worried about global warming! More do as I say not as I do https://t.co/zhZu6mqdcg,749093 +1,"RT @LeoHickman: Your now hourly reminder that DUP politicians do not just deny science of climate change, but also evolution too.. https://…",624053 +1,"RT @mcnees: Trump's EPA transition team denies human impact on climate change. They're wrong & they know it. Here's the science. +https://t.…",371100 +1,RT @mattmfm: No dumber right-wing trope than 'It's hypocritical to say you care about climate change but still do [insert normal societal a…,853423 +2,RT @washingtonpost: Rex Tillerson’s view of climate change: It’s just an 'engineering problem' https://t.co/Zr5m0fnKNC,971355 +1,Trump election casts shadow over COP 22 climate change talks https://t.co/Us9bSsWTEg #actonclimate #buffoon #stillnevertrump #notmypresident,329070 +1,[OPINION] Treating climate change like killer it is https://t.co/00SsKWOnxU,588412 +2,RT @AJEnglish: This cute Penguin colony is at risk from climate change. https://t.co/IBMSbIssbX,752145 +1,RT @HansOrph: .@TurnbullMalcolm Why aren't all Govt buildings solar panelled? Would be a start to fighting climate change and becoming carb…,178105 +1,"Hey when the Earth becomes uninhabitable due to climate change and we all die, government spending goes to zero. Big positive imo.",688645 +1,RT @rlocker12: Analysis | EPA chief's climate change denial is easily refuted by the EPA's website https://t.co/2hoEsvmAlM,435085 +1,@MYV_CREW_ How do you feel? when you get directly into climate change from 13°C of Taipei to 33°C of Thailand within 4 hrs 😂,343806 +1,RT @mmhmya: question of the day: how many people/things have to die before y'all realize climate change is real and dangerous....?,650958 +1,RT @rcbregman: The best news of the Dutch elections: the parties that take climate change seriously double their number of seats. From 15%…,122317 +1,Betsy DeVos' nomination has already put the kibosh on public education in the country and Pruitt denying global warming was laughable,354792 +2,RT @CNN: World leaders at the G20 summit are at odds with US President Trump on trade and climate change…,762174 +2,RT @KajEmbren: Donald Trump cites global warming dangers in fight to build wall at his Ireland golf course https://t.co/3qftlmtKtG @miljobl…,358843 +1,@Iovecmb i mean global warming makes shit unpredictable like some years it has some years its been sixty degrees,930974 +1,"RT @mayatcontreras: 4. You don't believe in global warming, which means you don't believe in science. That disqualifies you. We cannot trus…",730826 +1,Deep sea coral faces climate change threat - https://t.co/YXzcW1iaaX https://t.co/h036ghsD6N,596842 +1,No climate change ? https://t.co/vYd3xHHlMf,132309 +1,Leading global warming deniers just told us what they want trump to do https://t.co/ht2KJAKEZ3 via @motherjones,558953 +2,RT @CNNPolitics: Why climate change experts fear Donald Trump's presidency https://t.co/RmWCYDNUe5 https://t.co/49z6drlwQz,448426 +1,"Cyclones are VERY rare in NZ, so when 1 hits as now, the words of climate change deniers make me think of this song https://t.co/uuczpbf0Ai",583291 +0,RT @kxng_skinny: My outfit so fly they ask me what my inspiration was i told'em global warming☄️. I'm too cozy☁️ https://t.co/iOrtUeCZnX,304829 +-1,That would be a natural storm and of course poor government energy management driven by climate change fanatics… https://t.co/gZUwDFoR9l,158073 +0,#Download #MP3 #pop #disco - 27 -- The evidence for climate change WITHOUT computer models - https://t.co/iAgSZx1mhl https://t.co/iL9FSp0TEN,357959 +1,"RT @BraddJaffy: Famine, economic collapse, a sun that cooks us: What climate change could wreak—sooner than you think https://t.co/fv95N4oz…",414296 +1,How climate change will affect supply chain management https://t.co/cnJa1hdYUL,765750 +0,RT @CostaSamaras: Talked about climate change/adaptation w/ the first-year engineers today. Said: not an envt'l issue; rather it'll affect…,474902 +0,"RT @cybersygh: Obama's decisive action toward climate change has been to cut oil imports by 60%, then subtitute those imports with domestic…",629608 +1,"RT @Thomas_A_Moore: Pence's homophobia? WHACK +Pence attacking planned parenthood? WHACK +Pence saying climate change is fake? WHACK + +Biden?…",536326 +1,It's a good thing global warming is just a hoax made up by the Chinese. https://t.co/GREUogOoeE,780628 +1,Agriculture victim of and solution to climate change#greenpeace https://t.co/5go8JETLzU,769396 +0,"What in the goddamn world. It feels like climate change, politics, media, war, celebrity culture, everything hittin a trippy ass crescendo",647565 +1,A web of truths: This is how climate change affects more than just the weather. https://t.co/RAsbCx5Rmd #ad https://t.co/lhk0m4UeMW,759591 +0,I think there is a difference between climate change and global warming,751566 +1,@AlisynCamerota absolutely right about time and human impact on global warming. Chris Cuomo out in the cold.,515165 +1,Chad Mayes isn't the only Republican who understands the threat posed by climate change https://t.co/fpdKrIW3wp,227456 +1,"@andyl67 @uk_rants certainly all reference to climate change / civil rights etc been removed +For a list of fascist friendly 'issues'",521962 +2,"RT @BillHareClimate: New research shows #climate change lowered Australian wheat yields 27% since 1990, eroding gains in productivity…",801932 +1,"RT @wef: This major Canadian river dried up in just four days, because of climate change https://t.co/4MoYVhFNjM https://t.co/sXeySW0VKA",903207 +0,Discussing climate change incognito. https://t.co/75nZjIaCvx,599377 +0,RT @cpiazzi: Do you believe in climate change?,713658 +1,"RT @BillNye: The more we know about climate change, the better we’ll deal with it. Keep up the good “woof.” �� https://t.co/b2JMHB0ADv",272449 +1,i am dying it is a thousand degrees out please stop global warming,85328 +0,@Joan_of_Snarc global warming or wikileaks?,503628 +1,We need to get DiCaprio down to the white house on Jan 21st with the hottest model he can find to convince Trump climate change exists.,263315 +2,"Don Watson - https://t.co/YMFKWTfBxz Q&A: Australia 'raising middle finger to the world' on climate change, Naomi Klein says",480085 +1,"RT @ARTEMISEPHESUS: global warming will kill billions, but what's important is that new kinds of foods might become hip among the weste…",952970 +1,How many of you actually accept climate change as a fact? How worried are you of the impending doom we are heading… https://t.co/slXGSkTncv,569274 +1,"♥The Taiwan government should apologize to the whole world, making air pollution caused the global warming. + +https://t.co/iSY6XmoBmq",231605 +1,This is what climate change denial looks like - Daily Kos https://t.co/yNOIUQuksP,12572 +2,@mattbagg Radical energy shift needed to meet 1.5C global warming target: IEA https://t.co/Z2xLWdaJA1 via @Reuters,941194 +1,RT @natewentworth: When your president-elect thinks global warming is a hoax created by the Chinese and is a sexual predator endorsed…,69095 +1,"@ChelseaClinton Human activity is the driver of climate change. Stop driving the cars that emit carbons. Stop flying, manufacturing.",148797 +1,RT @puneerap: @Honeywell_India I plant more tree for stop global warming and save electricity. HoneywellForCleanAir,828952 +-1,"RT @JunkScience: 100% of US warming Is due to NOAA data tampering -- not 'climate change.' https://t.co/rodMkF7Eyc + +Read my new book… ",212231 +1,"RT @cerysmatthews: @AngelaRayner Add hormone,antibiotics mass produced,climate change affecting red meats too+antibiotic filled milk…",238188 +-1,@JerryBrownGov Manmade climate change? What about constant volcanic eruptions world wide. No comparison.,100534 +1,RT @CNN: No snow where there should be. Bleached anemones. Cracks in the ice. This is what climate change looks like:…,163742 +0,"RT @lucygrie: Leonardo DiCaprio’s climate change film, Before The Flood. Music by Trent Reznor. Watch free - https://t.co/pO3t5nrtFf",962338 +1,"From 60s and raining yesterday to 30s and snowing today, if you don't think climate change is real, please educate yourself.",480348 +1,RT @gaabytobar: Got a president that doesn't think climate change is real and his daughter that thinks 8 months is a birthday.....…,712620 +0,"RT @clairetrageser: 'If climate change is bringing us all this rain, I'm all for it.' - Bill Horn",948436 +-1,I know!! How come no one ever talks about the good kind of climate change! https://t.co/Gz4cPF2msO,601361 +0,Want ‘climate change consensus’? Let’s form the McChrystal Commission. https://t.co/OHdMh34rjk,217014 +2,"Trump names Scott Pruitt, Oklahoma attorney general suing EPA on climate change, to head the EPA -Washington Post https://t.co/gecW3eCAKp",58482 +1,And also knowing that global warming is a major key in this. It saddens my heart so much,129559 +1,"RT @elliegoulding: Ha! Although I know why people pretend global warming is a hoax. The sooner we crush this nonsense, the better for… ",714784 +0,He wants to accelerate global warming. He's doing his share https://t.co/6MFzgUzoon,444601 +1,RT @SenSanders: We have a president-elect who doesn't believe in climate change. Millions of people are going to have to say: Mr. T…,631024 +1,Adaptation efforts are a win-win for both socioeconomic development & dealing w/ climate change:… https://t.co/Hoc6MPo4mu,506371 +1,RT @rickygervais: The Whitehouse is being filled with creationist climate change deniers. But on the plus side God will give your grandchil…,835524 +1,"RT @drvox: Exxon has been having it both ways: grappling w/ climate change internally, sewing doubt & BS myths publicly. https://t.co/3UVWT…",931738 +1,RT @josepgoded: It seems that forces #G20 are willing to drop any mention of climate change in joint statement to please the #US #hypocrisy,837008 +1,"@17mohdsajid @AuthorSubhasis @iAM_akumarS @chetan_bhagat Why are you creating crisis man ,let's discuss climate change...",855081 +1,This may not be 1) the best use of taxpayer funds or 2) at all effective for combating climate change https://t.co/ZFQlcFTksx,481091 +0,@fakebaldur @mathewi Whoah. I sense tongue-in-cheek in that article. Did global warming melt your sense of humor as well as your glaciers;-),721445 +1,I hope Florida is under water after 4 years of Trump's policies that ignore climate change...,371169 +0,global warming conference　地球温暖化会議,312412 +1,There are way too many people who don't believe in climate change... that's alarming... how you people be so ignora… https://t.co/D0jZBIztye,56500 +0,"@PatandStu Yeah, he has caused climate change in 9 short months..... wow, he is skilled! Too bad Kerry ran into wall as a kid.",347510 +1,RT @sonoramw: Coachella seems rad but the owner lowkey donates to LGBT hate groups & denies climate change be aware pass it on,135316 +0,"RT @CaroleParkes1: ‘TILT’ is a 5 STAR, thought provoking, conspiracy thriller involving climate change. @maxoberonauthor https://t.co/fE1G2…",370933 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,508203 +2,RT @UniofOxford: Lakes as well as oceans: understanding new evidence of the impact of climate change in the Early Jurassic Period…,682078 +1,RT @SenSanders: If we don't address climate change there'll be more conflict over limited resources. We must listen to scientists not fossi…,441004 +1,RT @IFOAMorganic: Smallholder farmers are suffering most from harsh climate change realities they contributed least to.…,73318 +1,"RT @LlLBlITCH: the middle of November it's still hot outside, & ur tryna tell me global warming isn't real ?!?!?",647415 +2,US govt agency manipulated data to exaggerate climate change – whistleblower https://t.co/QS0ZE9vdis,512637 +1,@DrJillStein You've helped destroy the only hope we had of stopping climate change,233065 +1,"RT @Fusion: Scott Pruitt is a climate change denier who has made a career out of fighting the EPA. + +Soon, he's going to run it. https://t.c…",866378 +0,RT @my_cage: @nytimes Everyone knows the primary contributor to global warming is hot air emitted by politicians!,214308 +1,"RT @XHNews: 2016 is very likely to be the hottest year on record, sounding the alarm for catastrophic climate change…",55387 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,88512 +1,"RT @guskenworthy: WTF America? You really want an openly racist, sexual assaulting orange monster that doesn't believe in climate change to…",323859 +0,About that whole using global warming to enslave humanity thing.,202530 +2,RT @scienmag: Freezing in record lows? You may doubt global warming says USU scientist https://t.co/AH1apHVcyg https://t.co/2L4sUDUbpP,364769 +2,World’s mountains threatened by global warming: Climate News Network https://t.co/YXo2YH5ECe #climate #environment,120169 +2,RT @faully33: Supreme Court loss creates new problem for Adani's Australian mine | Climate - climate change news https://t.co/kfv1Ft7vLP v…,100375 +1,"we may be able to pressure him into not killing off all our civil,women's and humanitarian rights, stop the DAPL, believe in climate change",636386 +2,RT @kubernan: Tech's biggest players tackle climate change despite rollbacks https://t.co/ppRunB40sL #Microsoft,405549 +1,RT @b_ashleyjensen: Only in the US do we rely on a rodent for weather predictions but deny climate change evidence scientists spend years o…,805389 +1,Adapting to climate change a major challenge for forests https://t.co/SZkvzQfzhz,899559 +1,"RT @H2Oisthenewgold: Killing the Colorado River - https://t.co/673XAZEQKj + +Man worse than climate change. #Sustainability #Conservation htt…",117113 +2,RT @PopSci: Researchers say we have three years to act on climate change before it's too late https://t.co/VovwqaKkOL https://t.co/ylTT8Irn…,533194 +2,RT @GlblCtzn: The @UN Secretary General just delivered a blunt warning on climate change to world leaders. https://t.co/LAec0w4lit https://…,380484 +1,"RT @JamesMelville: To climate change deniers... +Watch this animation of temperature changes by country 1900-2016. +Still not convinced? +http…",37577 +0,"RT @jedrlee: Hey girl, are you climate change? +Because I'm going to ignore you until you fuck me.",281756 +2,https://t.co/VYDzfKVsj1 China tells Trump climate change is not a Chinese hoax - Washington Post https://t.co/zsrRhU0dzk,586293 +1,"Hey @realDonaldTrump, if global warming isn't real, explain how it was snowing last week and was like summer yesterday.",2759 +1,RT @FollowOller: How at this point are we still in a world that disputes the overwhelming evidence of climate change via scientific proof. 😩,400301 +-1,Hey democrats let's drop the global warming bs ok even ur extremely liberal news channel is against it..fake af https://t.co/QL7hvOMGCO,873897 +2,RT @NWF: Is climate change causing red knots to shrink & goldenrod proteins to decline? Read the latest wildlife news:…,272694 +1,"RT @ddlovato: #IVotedBecause I believe in equality, we need comprehensive immigration reform, I am pro-choice and global warming IS real. #…",83949 +1,RT @nytimes: Huge sections of the Great Barrier Reef were killed by overheated water. Their death is a marker of climate change.…,935915 +2,"RT @TheEconomist: Following nearly two decades of inaction on climate change, Canada may have reached a turning point https://t.co/5yTOS9dr…",45580 +1,RT @CNN: No snow where there should be. Bleached anemones. Cracks in the ice. This is what climate change looks like:…,656462 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,39306 +2,RT @WageningenINT: Researchers predict that climate change will cause an increase in mycotoxins in maize - WUR https://t.co/cvyhwkRsX7 via…,28124 +-1,"@mikethenice1 The science of climate change goes back 160 years, much longer than the bogus 20 you quote for Mr. Gore. Read some science.",967347 +-1,"OpChemtrails: the UN blames you for climate change, meanwhile ignores this https://t.co/IzTEjwYG5e #OpChemPBA #SAI",164714 +1,"RT @joinfutureproof: Bleaching of coral due to climate change is similar to human fever, this #Netflix doc shows how…",785466 +0,@thehill An anthropologic climate change denier doesn't have room to talk about bad ideas...,287433 +0,RT @jko417: @michaelkeyes @Blurred_Trees @cristinalaila1 come on motherfucker I'm getting real bored & fuck climate change https://t.co/n5…,76825 +1,Our president thinks global warming is a hoax from china n it hasn't snowed 1 time this year lmaooo,570177 +1,And people say global warming isn't real https://t.co/pSmAzmgrov,35291 +2,Kids are taking the feds -- and possibly Trump -- to court over climate change: '[His] actions will place the youth… https://t.co/EUvU7wIi1Q,219754 +-1,"RT @alha0901: According to UNICEF, every 10 min a kid in Yemen dies cuz of U.S. arm sales 2 Saudi Arabia not global warming! hypo… ",535207 +0,RT @XavierDLeau: global warming is a concern of the gay community because it shortens how many rooftop parties we can attend.,346927 +1,RT @unite4safe: In Colorado @NYGovCuomo is being pressured to #StopCpv 'cause climate change can't wait. Lead the nation Andrew!! T…,842106 +0,"RT @ALDUB_ALPAD: -you’re so hot, you must be the cause for global warming. , #ALDUBxDTBYMovingOn",401917 +2,Congressman leaves stage to a chorus of boos after saying the jury is still out on climate change https://t.co/uidxkVmphL STUPID REPUBLICANS,769665 +1,A climate change solution beneath our feet @ucdavisCAES https://t.co/u1HANn16OX https://t.co/4IbuIWEyCT,199976 +1,@ChrisWarcraft And I'm sure because 'global warming doesn't exist' FL and LA will be fine on their own.,78443 +0,"RT @catoletters: James Lovelock, inventor of the Gaia hypothesis which underpins much of modern environmentalism, now thinks global warming…",821443 +-1,RT @hrkbenowen: RETWEET if you agree with Rick Perry who banned the phrase 'climate change' at the Energy Department. https://t.co/LzYUbXD4…,942268 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,997956 +2,RT @ABCPolitics: UN Secretary General Ban Ki-moon says he believes Donald Trump will make a 'wise decision' on climate change…,543873 +1,"@MarkRuffalo Can't imagine he has a very realistic view of climate change, since he likes to rule for big business.",677518 +0,"RT @AnnaKimbro: savor ur cold ones while u can, climate change is gonna have u cracking a lukewarm one w the boys lmao",639609 +2,Top university stole millions from taxpayers by faking global warming research - https://t.co/hwTRe5ooPU https://t.co/qJuf3GS7QM,800535 +2,Only 10% of Americans think climate change is not happening via @axios https://t.co/VcEIorvnIe,876440 +2,RT @NBCNews: Chinese President Xi Jinping takes aim at Trump on globalization and climate change https://t.co/QfaumZeuqJ https://t.co/6diNg…,649288 +2,Scientists tie climate change to extreme global events #Toledo https://t.co/jh2NuJP5st,370659 +2,"RT @WSJ: Rex Tillerson used an alias email at Exxon to discuss climate change, New York A.G. says https://t.co/TFwbQhJ1cy",349032 +1,"RT @RichardMunang: “Acting on climate change is in all of our national interests – it is good 4 our environment, our economies n good 4 our…",968554 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,593565 +-1,"@MoveOn @K_JeanPierre + +'Denies climate change?' I don't know a SINGLE person who 'denies' changes... + +ITS THE MANMADE PART WE DENY YOU IDIOT",238059 +2,RT @1o5CleanEnergy: #UKgov 'ignored it's own climate change experts' over #fracking https://t.co/c6KvunpNWa @Fuel_Cells https://t.co/LncEZ7…,415330 +1,RT @poojaxlays: U kno with climate change it kinda bugs me how Americans centre it around themselves and not on the third world lol,487370 +0,RT @TrickFreee: Take $$. Put $$ into groups to depose Putin. Best plan to combat climate change ever. Do I win? https://t.co/grWzf6IlJC,86058 +2,U.S. Energy Department balks at Trump request for names on climate change - Reuters https://t.co/ybLZiMPzXO,955559 +1,RT @Channel4News: People in this town are likely to become America's first climate change refugees - but many residents don't believe…,819510 +0,Where can I get a shirt that says 'global warming melted all the ice cubes in my 'not your fathers root beer''???,873465 +1,"RT @maybethief: >abrupt +we've been calling for efforts to curb global warming for decades fuck you mean 'abrupt' https://t.co/bxahohCVJX",489987 +2,RT @Independent: Sceptics ridiculed a computer's climate change model 30 years ago. Turns out it was remarkably accurate https://t.co/NVXl4…,708882 +1,@pharoah_lives ~ if D.Trump is a 'gentleman' he will change his ideas about global warming. It is killing people and will kill a lot more ðŸ™ðŸ¿,645490 +1,RT @zesty_leftwing: Trumps transition team crafting a new blacklist—for anyone who believes in climate change https://t.co/3dAKZRJ1v8 https…,284838 +0,"RT @DividendMaster: arctic freeze pulling into USA with some record December cold + +Trump even fixed global warming",678359 +1,"Well done, Mr.Gates! +Bill #Gates & investors have a new fund 2 fight climate change via clean #energy https://t.co/lkSlEbGHcY #climatechange",681490 +2,RT @business: China tells Trump climate change isn't a hoax it invented https://t.co/eWVQtI28t3 https://t.co/7qV3RfzTTE,83789 +1,RT @FlakesOnATrain: .@carolinelucas is right to highlight the vital importance of upland peat in climate change. Depressingly she is dismi…,710232 +-1,RT @sean_spicier: The President met with Defense Sec Mattis today. They talked about everything but climate change. Just ran out of time. M…,335297 +1,"I wrote this for @openDemocracy on colonialism, climate change and the need to #DeFundDAPL #NoDAPL https://t.co/NeTMULC3ZN",428513 +1,RT @GavinNewsom: Proud of Gov. Brown as he demands action on climate change. We will not let this administration hold us back. https://t.co…,755107 +1,"RT @UN: There is optimism in the fight against climate change, but the best time to act is now. @WMO chief explains more in…",920782 +1,Wait a sec. now he claims climate change is real just not caused by anything that will make him look bad? https://t.co/Elxb4oETYB,158579 +2,#Environment #Conservation #Science https://t.co/sEHnYLzXLi UK's biggest energy supplier faces boycott calls over climate change denier li…,159289 +1,RT @ClimateReality: We’re proud to know @EarthGuardianz and the inspiring work they do on climate change #LeadOnClimate https://t.co/Ok3D0a…,846648 +1,"RT @melly_frederika: Please share, a chance to use your skill and knowledge to use new data sources to address climate change through a…",198921 +2,"RT @Reuters: In rare move, China criticizes Trump plan to exit climate change pact https://t.co/7XPVkzSogY https://t.co/3dslS1o92V",282660 +1,@neiltyson And somewhere out there a genius climate change denier will think 'then how come it's snowing instead of being hot?!' 🙄,24121 +1,"Government has failed +'Australian business woefully unprepared for climate change post Paris agreement' #auspol https://t.co/FD6MZmKEKA",466561 +1,RT @ScienceMarchDC: The State Department re-wrote its climate change page: https://t.co/5Inw01wsSv. #DefendTruth #ScienceNotSilence,965931 +2,Obama administration gives $500m to UN climate change fund - BBC News via /r/worldnews https://t.co/gGpATaa4zy,168854 +1,RT @ForeignAffairs: Scientific uncertainty about climate change is no excuse not to act. https://t.co/K8ojRrHIlx,614757 +2,"RT @washingtonpost: On climate change, Scott Pruitt causes an uproar — and contradicts the EPA’s own website https://t.co/z8yDzkpoBB",10860 +-1,RT @SteveSGoddard: Corals are affected by lots of things. Imaginary man-made global warming is not one them. https://t.co/BqpoBNWu43,7292 +1,"RT @Im_TheAntiTrump: #TheResistance + +Watch Al Franken absolutely shut down Rick Perry over climate change https://t.co/kREkH5MdrB'",828143 +1,RT @WorldGBC: .@Anne_Hidalgo says we need sustainable energy of women to fight climate change @c40cities #Women4Climate event. Ou…,616194 +0,RT @Jalopez185: Damn Kandy brought more than drama to the house. She brought global warming along and had Winter gone for good. #BGC16,154110 +1,RT @BernieSanders: 'The concept of global warming was created by and for the Chinese in order to make U.S. manufacturing non-competiti…,878663 +2,In Walker administration “climate change” is a dirty word https://t.co/OAa5gQ7IYP via @wiscindy,846908 +2,RT @latimes: UCSD scientists worry Trump could supress climate change data https://t.co/vhTEZbadUh https://t.co/c96k9v3SJ4,491309 +1,RT @violettbeane: Love Trumps Hate... and homophobia and bigotry and racism and sexism and the disbelief of climate change. Spread lo…,590833 +2,RT @AMike4761: Australia PM adviser says climate change is 'UN-led ruse to establish new world order' - Telegraph https://t.co/T7nywONEX8,364676 +2,Very strong' climate change signal in record June heat https://t.co/fkV2smuSZD,709548 +1,RT @PopSci: Six irrefutable pieces of evidence that prove climate change is real https://t.co/Ekr8op7HoW https://t.co/u1YSh8rvWr,558616 +-1,"RT @realDonaldTrump: It's freezing outside, where the hell is 'global warming'??",872902 +1,Last night's budget failed to even mention climate change never mind take action to address its impacts. Malcolm... https://t.co/GQCKXsaa8n,942501 +1,"RT @dwallacewells: How bad could climate change get? Really, really bad, and really really fast. https://t.co/TkCHhngS59",764117 +2,State announces funding to help farmers with impacts of climate change and severe weather events. @WGRZ https://t.co/bnB3Zg85jY,920988 +2,RT @greenpeaceusa: BREAKING: A new @Harvard study further implicates Exxon in misleading the public on climate change https://t.co/dY9FhmTg…,864831 +1,can I sue trump for trying to kill us via pollution and global warming??,673652 +1,"RT @AbsLawson: I count, mark, and track alligators to predict how their populations will respond to climate change and harvest pre… ",288491 +2,U.S. President Donald Trump signed an executive order on Tuesday to undo a slew of Obama-era climate change regulations that his administra…,416497 +0,@MistressTitania I am the main cause of climate change I apologise,671879 +1,RT @kurteichenwald: Paris Acccords on climate change about to collapse. Good thing Bernie-or-busters voted their 'conscience.',2137 +1,"@LeoDiCaprio As a graduating chemist from Univ. of MN- How can I fight, advocate, and advance work toward addressing climate change now?",486307 +2,RT @IbuPertiwi_: How climate change and air pollution can affect your health - ABC ... - ABC News https://t.co/tPHEU8Tg71,585639 +1,"@LamarSmithTX21 lies to public: 'there is little connection btwn climate change & extreme weather in gen'l, accordi… https://t.co/Bji34D31zy",956171 +-1,"@PatriotByGod In Laos on his final Asian tour for climate change hoaxing, etc etc... https://t.co/wCN9Nvv8oh",325909 +2,RT @ramboll: //Year in Review\\ How can NYC adapt better to climate change? https://t.co/C9YmyT53uM #YearInReview…,814807 +1,RT @JohnWDean: Encouraging: A controversial California effort to fight climate change got some good news https://t.co/qGDdexgGV8 https://t.…,36022 +1,RT @StateDept: .@JohnKerry speaking at #COP22 on the importance of a #cleanenergy future to reduce effects of climate change. https://t.co/…,520217 +1,"RT @HeHasntTweeted2: When equality, #LGBT rights, and any plans to combat global warming will no longer exist on your home planet https://t…",911802 +1,"RT @fangirlshirts: Clarke and #Lexa take transit to #UNITYDAYS2017, reducing their carbon footprint to fight climate change. (&avoid n… ",398951 +1,"RT @BadAstronomer: BREAKING: Scott Pruitt, *head of the EPA*, doesn’t think carbon dioxide is the main cause of global warming.… ",548718 +1,RT @regeneration_in: Regenerative Agriculture reverses #climate change by rebuilding soil organic matter & restoring soil biodiversity -…,877682 +1,I hate climate change denialists but at least they're honest in their love for petroleum. Most centrists are mealy mouthed about it,727341 +1,"RT @COP22: HE Uhuru Kenyatta, #Kenya “I’m pleased to announce that Kenya now has a climate change act and national adaptation…",153861 +1,This administration + climate change = I'm so distressed and feeling so helpless. Someone tell me there's still a reason to #Resist,835760 +0,"Are you still debating today whether or not climate change is real +#AIESECinNorway #Youth4GG #SDG13... https://t.co/FhNzXzVUPm",162936 +1,"and with global warming - it is still true that most #GOP stare science in the face and FLAT OUT DENY the TRUTH! + +@EdDigsby",437024 +-1,@doc_becca @ScienceMarchDC etc. All the many other scientists who are debunking these pro global warming scientists? The science ISN'T,269225 +1,"RT @AltNatParkSer: Isn't it amazing one President understands and talks about climate change, but the next one is so fearful he makes… ",91452 +1,our country is the largest contributor to climate change and our president doesn't even believe that it exists. great.,137529 +0,"@Chris_Meloni No it won't, he doesn't believe in climate change.",794212 +2,"Most global investors recognise financial risk of climate change, report finds + +https://t.co/2ajhi7lqFI",764214 +1,"If it’s hot outside, you’re more likely to believe in climate change; public perception of climate change, shaped b… https://t.co/PdQVqv1Tc9",691350 +2,RT @WIRED: McKibben: Denying climate change and disrupting science's search for a solution is an assault on civilization https://t.co/EJ37A…,85827 +1,RT @crehage: There seems to be a connection between being anti-muslim and denying climate change. I just haven't figured out what it is.,107860 +1,"RT @JonRiley7: So apparently climate change won't affect people in Des Moines, Iowa. Good to know because the rest of us are f***ed +https:/…",468301 +0,Ah apparently global warming has led to a shark crisis. Someone tell donald.,253393 +-1,@foxandfriends @GeraldoRivera It has nothing to do w/climate change...it's all about lining the pockets of the 'New… https://t.co/ZgUv9ldycP,151056 +1,RT @PopSci: The global warming hiatus never actually happened https://t.co/mQIXoBD1Ja https://t.co/sahEr4QSh0,449183 +1,Trump would have us believe climate change is brought to us by the tooth fairy on Santa's clause's sleigh… https://t.co/U9A9swKKJR,941139 +1,RT @verge: Republicans held a fake inquiry on climate change to attack the only credible scientist in the room…,748616 +1,Midwestern agriculture stands to lose with climate change skeptics in charge https://t.co/FSfykFFYyc,240239 +1,So I'd suggest a Truth-type ad campaign for climate change. It worked against Big Tobacco.,520063 +2,Democrats to send climate change educational materials to EPA chief Scott Pruitt - CNBC https://t.co/CTJSTZ5VSC,122664 +1,"Trump’s win is a deadly threat to stopping climate change @grist #climatechange #planet #environment +https://t.co/umcm6QmhCs",448455 +2,#climatechange The Economist Earth's plants are countering some of the effects of climate change The…… https://t.co/yCgjRZOMr4,634635 +1,RT @AJEnglish: 'Protecting the Earth's lungs is crucial if we are to defend the planet’s biodiversity and fight global warming.' https://t.…,343259 +0,RT @andrew_leach: Want to chat about climate change policy and peer reviewed literature on cost effectiveness of carbon pricing? Aski…,989871 +-1,"@buddhasprodigy think about it first it was global cooling, then global warming now climate change, as if the climate won't change",677545 +2,Climate scientists 'may have been underestimating global warming' https://t.co/IEH7hTdkqt,119119 +2,"RT @climatecouncil: Earth could hit 1.5 degrees of global warming in just nine years, scientists say +https://t.co/mdLMw4HD5O via…",487519 +1,"RT @climateadvisory: Our philosophy is to be at the forefront of climate change, clean energy and green growth technologies.…",542390 +2,RT @ThomsenJorgen: Scientists just published an entire study refuting Scott Pruitt on climate change https://t.co/bF29tzkmcI,383813 +1,RT @SenSanders: We have a president-elect who doesn't believe in climate change. Millions of people are going to have to say: Mr. T…,959077 +1,"Just a reminder as you step out the door this morning that global warming is still real, regardless of, well, this. https://t.co/C5J9Dv8Ilj",333319 +1,RT @nowthisnews: This scientist has had enough with climate change denial bullsh*t https://t.co/pzMqrS8mhy,856448 +1,The Larsen C ice shelf collapse hammers home the reality of climate change https://t.co/wTNHF6ogWa,197613 +2,RT @scienceclimate: Idaho lawmakers vote to remove climate change from science curriculum. https://t.co/aVCTQNbZOg #earthhour…,381151 +2,Yellow cedar could become a noticeable casualty of climate change https://t.co/2XX61Fku6J via @NewsOnGreen,520441 +0,RT @BerardoRamiro: I'll be using this in my climate change discussions in class. Great job @mullinmeg https://t.co/4cLVJhIkeU,721967 +2,"RT @washingtonpost: For the first time on record, human-caused climate change has rerouted an entire river https://t.co/sAnXkosm22",994984 +1,"RT @XTonyReyes: That climate change ship has sailed, it's over; we're fucked. Should've been on this 50 years ago",597967 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,509208 +1,Great.... the head of the EPA doesn't think carbon dioxide is the largest contributors to climate change.,846720 +1,RT @PTIofficial: In order to overcome this global warming crisis we've planted 80 million trees so far in KP @ImranKhanPTI #NowsheraRisesFo…,482301 +0,RT @bodeined: if global warming real then why im cold,746601 +1,"RT @Seasaver: All seven species of sea turtle are on the @IUCNRedList. Overfishing, climate change, habitat destruction & polluti…",984 +2,"On climate change, Trump nominees try having it both ways - Christian Science Monitor https://t.co/Luo4hjwJNM",40056 +1,@williamlegate @realDonaldTrump @realDonaldTrump couldn't be more ignorant when it comes to climate change.,615554 +2,RT @ProPublica: National Institutes of Health has replaced “climate change” to simply “climate.” https://t.co/jiRqjbEi1Z https://t.co/GMUYM…,881689 +0,@KhaNuBya To tum ho global warming ki waja �� ��,569056 +1,RT @NatGeoChannel: 'The small island nations that contribute the least to the process of climate change are going to feel the worst ef…,161281 +1,The need for local economies & democracies is urgent from the impending reality of peak oil & catastrophic climate change. #DGR #transition,49317 +1,"@armsivilli @JenKirkman @_tylermaine Al Gore cared about climate change, and Obama, and Hillary care. Caring isnt doing anything",796996 +0,RT @Anthony_Cave: Fact-checking Bernie Sanders in Phoenix: Did Donald Trump call climate change a 'hoax'? https://t.co/UQDoM38VLa via @abc1…,864741 +2,RT @WorldfNature: Role of terrestrial biosphere in counteracting climate change may have been underestimated - Science Daily https://t.co/a…,71555 +1,"RT @NatGeoChannel: Watch #BeforeTheFlood right here, as @LeoDiCaprio travels the world to tackle climate change https://t.co/LkDehj3tNn htt…",545074 +1,RT @ClimateCentral: Remember that climate change lawsuit filed by 21 kids in Oregon? It's moving forward... against Trump https://t.co/4Hc3…,630543 +1,The thing which concerns me most about a Trump presidency is global warming 😬,679860 +0,@sweetpeapreda like the other night I asked my mom who is a trump supporter if she believes in global warming,44125 +1,RT @alvinlindsay21: Trump really doesn't want to face these 21 kids on climate change https://t.co/ypUAGIqK2D @mashable https://t.co/LY4XB…,315362 +1,@OwenJones84 & climate change deniers,81433 +0,"If you think global warming and death storms are beyond our control, this is your guy | Editorial https://t.co/UNJmKfKkBW | BergenCoNews",591608 +2,RT @CraigatFEMA: FEMA's director wants capitalism to protect us against climate change https://t.co/TJUExwGYkJ via @BV,674411 +1,RT @frankieboyle: Let's look on the bright side. Maybe climate change will kill off humanity before a Global Fascist government can start t…,7939 +2,"RT @OMAHAGEMGIRL: Biden urges Canada to fight climate change despite Trump + +https://t.co/dkivX59Nta",388652 +1,"RT @SyedShahidKazm3: Media is key to raise awareness among masses. +#ClimateCounts +#PUANConference +2nd day :Creating climate change spaces…",288087 +2,630 of America's biggest companies are pleading with Trump to give up his climate change denial https://t.co/C21EK93eIw,3666 +1,Leading global warming deniers just told us what they want trump to do https://t.co/bBwsEq9ym4 via @MotherJones,730000 +0,RT @jamesnielssen: Unbelievable that Club Penguin is shutting down yet people still deny the impact of climate change on our planet,812695 +1,@ANI_news I doubt this would work. Plus it added more to existing pollution levels and worsened global warming,544766 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,600314 +1,RT @SenSanders: We have a president-elect who doesn't believe in climate change. Millions of people are going to have to say: Mr. T…,878761 +1,"RT @StopBigMoney: On climate change, getting #BigMoney out of politics is key to protecting our environment. https://t.co/fVoHovCB0T",245751 +1,"On top of all the more immediate awfulness, I just realised that we're probably fucked now in terms of global warming",45745 +1,RT @bradplumer: Great maps on how Americans think about climate change. This one is telling (though note Miami there):…,589785 +1,RT @ShannonWHall: A great story by @MichaelEMann about how Trump could fight climate change while furthering his goals: https://t.co/c0suDp…,267400 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,454105 +1,RT @RichardMunang: Well-designed policies n actions 2 reduce emissions n enhance resilience 2 climate change can deliver broad sustainable…,206440 +2,RT @guardian: New study finds that climate change costs will hit Trump country hardest | John Abraham https://t.co/m3kLooZL6j,44503 +1,I think Trump needs to turn down the AC in Trump Tower so he understands that global warming exists.,269838 +1,"RT @matthewjdowd: Instead of waiting on political leaders on climate change, let's each do our part ourselves. Use less water, lessen our c…",426822 +2,Nearly half a million U.S. doctors warn that climate change is making us sick https://t.co/SSBap7m1MH via @HuffPostPol,452808 +1,RT @kurteichenwald: China is now explaining the history of climate change science/politics 2 underscore to Trump they didnt do a hoax. God…,207445 +1,RT @MartinOMalley: If @realDonaldTrump wont fight climate change then states must seize job creation opportunity or other nations will htt…,574953 +0,I've been spending so much money on new clothes just for freaking global warming to slap me in the face with snow? Ihyall.,434729 +1,"RT @ClimateReality: Thanks to climate change and ocean acidification, the #GreatBarrierReef is in grave danger https://t.co/wR0TCkYH3R http…",7629 +0,"RT @fiscal_penalty: Despite the global warming, Alaska has had very little, if any, warming since 1977 (except Barrow), as shown below: htt…",784450 +-1,"RT @MissLizzyNJ: Every time someone is killed or raped in the name of Allah, it only makes sense to blame global warming and the Chinese. -…",141106 +1,"RT @ClimateCentral: March was the second hottest March on record, according to NASA, behind only 2016, a mark of rising global warming…",432819 +2,Globe erred in misleading readers over climate change critic https://t.co/HCEO9s1Xmw via @BostonGlobe,610724 +2,RT @FortuneMagazine: Obama addresses climate change at the 2017 Global Food Innovation Summit https://t.co/Omvp4Mxq8l https://t.co/KdXlXhUt…,4819 +1,RT @LeeCamp: 44% of honey bee colonies died last year due to climate change & pesticides. Most of great barrier also dead. When bees &ocean…,929692 +-1,RT @FoxNews: .@TuckerCarlson to @BillNye on climate change: You pretend that you know...& you bully people who ask you questions…,231379 +0,@deztinyyrose You have a better chance at having a warm day than I do bc of global warming and stuff ��,349374 +0,@TBSkyen global warming confirmed as REAL in runeterra!!!,100018 +1,RT @SethMacFarlane: HRC proposes installing half a billion solar panels by the end of her first term. Trump thinks climate change is a hoax…,801103 +1,Do people still believe climate change isn't real?,624570 +1,Please tell me the Sec of Ed is not equating climate change to seasons. https://t.co/6cp9DjCJ9D,254309 +1,RT @CleanAirMoms: ASTHMA: climate change will increase the level of smog in urban areas. Children suffer the most from smog pollution...,187232 +0,@jyoungwhite To believe that humankind's greed and disrespect for earth is what is causing climate change and there… https://t.co/8auS2mj1wx,823587 +1,RT @BernieSanders: #ImVotingBecause the future of the planet is at stake. Hillary Clinton will combat climate change. Donald Trump thinks i…,51250 +1,"RT @twobitidiot: This is the coolest (crypto, good AI, crispr) & most horrific (nukes, bad AI, climate change) time to be alive. + +[Rereads…",115534 +0,RT @Bakari_Sellers: I have just realized I am really narrow minded. I do not want to here the 'two-sides' to climate change or Slavery.,626434 +1,"RT @PennyKilkenny: GMO traveling salesman @kevinfolta uses @Forbes as 'fact source', same source with climate change denying articles…",517866 +-1,"@WCRN_MN '9/11 incident' Really Hank? +After 1 more meeting @ the Center you might call 9/11 a natural disaster caused by global warming.",804878 +1,"Though gallingly, one of the world's largest governments denies climate change @SasjaBeslik https://t.co/3YnkhyMaUO",400865 +2,"RT @Jess_Shankleman: After Obama, Trump may face childrens' lawsuit over global warming https://t.co/tFsyYtCK2g by @kartikaym",690794 +1,"RT @PlantEditors: We salute the plant biologists who are addressing climate change by working on no-till agriculture, improved NUE... +https…",807307 +1,"petty egotistical buffoon believes climate change a hoax. @realDonaldTrump can't even comprehend he's uneducated & wrong +#resist #dumptrump",444334 +1,@AJStream helll global warming...we hv succeded in damaging our very own niche.,827358 +2,"Depression, anxiety, PTSD: The mental impact of climate change https://t.co/AD7EvDSYii https://t.co/tuGdt5GqnC",703622 +1,RT @greg_jenner: How can there be global warming when it's frosty in Surrey? Eh? https://t.co/stevVnrBWp,573756 +2,"RT @ceburns2003: After Trump's win, CDC cancels climate change summit https://t.co/3wCh6GjYW9",285032 +0,"RT @peternewturkey: Interviewer: Do you believe CO2 contributes to global warming? +Scott Pruitt, head of the EPA: No. https://t.co/FUGREtOg…",940620 +1,@washingtonpost 'An upside to climate change' unless one has a wine cellar that gets flooded.,706200 +2,Trump to announce decision on climate change Thursday https://t.co/8DHcsgw7vt https://t.co/0u2U1huE7q,547518 +1,RT @ubcforestry: Funding from @GenomeBC will support @SallyNAitken's team as they address the impact of climate change on trees.…,977844 +1,Trump picks climate change denier to guide NOAA transition https://t.co/maH98W5N8j,873396 +1,"When Exxon-Mobile is the voice of reason on climate change, you've got problems. https://t.co/SBKWPhbR3M",840271 +1,RT @posionoat: Because of global warming we will be fertilizing your food with human waste. U gonna be lovin the new Ferber https://t.co/Oo…,630621 +1,RT @carbontaxcenter: BREAKING: Senior Republicans advocate key climate change solution--#carbontax. Why we should join them @TheNation…,861003 +0,Sheet summer feels! August na diba? Anu climate change? NKKLK,560490 +1,RT @SenSanders: We have a president-elect who doesn't believe in climate change. Millions of people are going to have to say: Mr. T…,218334 +1,"More than one way to fight climate change. Go veggies! <3 #peoplesclimate + +https://t.co/6bVS8vpvxr",764521 +2,[24] 19 House Republicans call on their party to do something about climate change | Dana Nuccitelli #realtime https://t.co/7wmYpgyvv1,664403 +1,Maps and visualizations of changes in the Arctic make it clear that global warming is... https://t.co/cVK4e1zVR8 by #NatGeo via @c0nvey,237573 +1,RT @Wok_Chi_Steve: Wtf!!!! Please RT... Prince Charles may not be perfect but his stance on climate change is spot on.Trump & his na…,632427 +1,RT @Newsweek: Arctic climate change study canceled due to—wait for it—climate change https://t.co/yWszg0aCty https://t.co/3pVmysPJCK,395428 +0,RT @PlanB_earth: @GeorgeMonbiot See it and believe it George - Trump demands action on climate change for humanity and the planet: https://…,93018 +1,"RT @ChristopherNFox: Dear Americans working for social justice, sustainability & tackling #climate change: Keep up your essential work! Don…",201984 +1,RT @greenpeaceusa: Not surprised but still furious! Trump just disbanded a federal advisory committee on climate change: https://t.co/wl1Np…,787106 +1,"RT @UNEP: Almost half of plant & animal species have experienced local extinctions due to climate change, study shows:… ",276276 +1,@realDonaldTrump global warming is as real as racism will be in the White House.,777524 +1,@ananavarro @MiamiHerald Yes and Orange Hitler wants a climate change denier to head the EPA. #TheResistance,964349 +2,RT @NatureClimate: Beef production to drop under climate change targets – EU Commission https://t.co/dvbyT2J0om,606875 +1,"RT @RisingSign: @MolonLabeNews Will do further research on this and get back to you. Still even with this, climate change is real & so is…",446182 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,271749 +1,RT @insideclimate: Critics note recent changes in the crop insurance program allow commodity growers to 'hide' climate change impacts…,516752 +-1,RT @mogrant61: Good. Man made global warming is the biggest hoax ever perpetrated #ClimateScam https://t.co/l8wRVPCoXg,957597 +2,Ban voices 'hope' as leaders tackle climate change in Trump shadow - Times LIVE https://t.co/pegyFNCWKN #News https://t.co/URQqdjbXZM,720060 +0,When your fiancé blames you for global warming because you insist on… https://t.co/xMmXTadT1e,844550 +1,16 striking murals that show the devastating effects of climate change https://t.co/dmK68NFRBt #climatechange,253564 +1,"RT @CapitolKnockers: Grandkids: What did you guys do to fight climate change? + +Me: adult colouring mostly",720932 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,776328 +2,TRUMP DAILY: Leading candidate for Trump’s science advisor calls climate change a cult #Trump https://t.co/LJapFiWo5j,619234 +2,"RT @bishnoikuldeep: What the world thinks about climate change... +https://t.co/93f9NBRXT7",575231 +2,Is climate change giving the Great Barrier Reef herpes?... https://t.co/T0Hcp65IVz #GreatBarrierReef,278893 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,222721 +1,@CalliopeAnim I think debating climate change is perfectly acceptable. It may sway the naysayers. That's how debates work.,486788 +1,RT @jkaonline: China warns Trump against abandoning climate change deal @FT Against the wishes of the whole planet!,475580 +1,RT @thinkprogress: Yet another Trump advisor is clueless on climate change https://t.co/ETQM5xQOr1 https://t.co/rBLoh5sqXY,243413 +1,The @UCDavis Muir Institute for the Environment is going BIG under new Director @BenHoulton to solve climate change: https://t.co/7JZLl9237A,386260 +1,RT @GeneticJen: A great deal of the data we have on climate change comes from NASA and I'm genuinely worried about what the Trump administr…,351539 +0,#Right https://t.co/uOHRsYtsnL New Maine anti-discrimination bill would protect… climate change skeptics https://t.co/yuQOUDu7nb,929253 +2,RT @Greenpeace: Should rich countries be “carbon shamed” into doing more about climate change? https://t.co/X0Yx6YbLgW https://t.co/u1oVUwh…,143966 +1,"@Packers1814 @Trumps_TaxesLOL @SenSanders @realDonaldTrump Dude, I voted for Trump, but sorry, climate change is 100% real.",794932 +-1,"According to your god al gore NY was supposed to be under water in 2012,and if it isn't global warming but climate… https://t.co/QrdVCuwpr9",945389 +2,John Kerry talks climate change but not Trump in Antarctica - The Highbury Clock https://t.co/d5Z4g7Kldj,557929 +1,"RT @SawatdeeNetwork: Harvest the sun during drought and the rain during floods, flow with the current of climate change. https://t.co/l2JOC…",601226 +1,"RT @DrJillStein: The #GreenNewDeal: +👷ðŸ¾ Jobs for all who need work +☀ï¸ 100% clean energy +🌎 halt climate change +✌ðŸ¼ wars for oil obsolet…",116886 +1,"@ErrataRob @pvineetha seeing a direct threat to seeds but this is an indication of climate change, which, I think,… https://t.co/SPZmyDh5Ry",18417 +1,"RT @GlobalWarming36: On climate change and the economy, we're trapped in an idiotic netherworld - The Guardian https://t.co/MpBzbdUhIA",61612 +2,Trump to sweep away Obama climate change policies https://t.co/UgiGWWCSAH https://t.co/6iihUBvp0s,942893 +1,"Don't look now, but there's reason for industrial-grade optimism on climate change. Even science deniers can't deny… https://t.co/DqBY8CPHMG",323516 +-1,"RT @RogerHelmerMEP: Oh I do. I do. If it's cold, that's weather. If it's hot, that's climate change. https://t.co/kHk08bKuJ7",638000 +1,RT @TheEconomist: Listen: We asked our environment correspondent @MSLJeconomist about climate change deniers https://t.co/6TzWao8zBh,281648 +2,"In message to Trump, EU says will remain top investor against climate change: BRUSSELS (Reuters) - The…… https://t.co/ESrUbGUrIU",808340 +0,"No one believes that. We're sure the talk is trade, climate change, etc. You should be too busy to tweet ! https://t.co/LNwTWR4c9M",263789 +-1,How is global warming even real when I'm wearing 2 sweaters right now the liberal media is so biased wtf,302245 +1,Climate deniers blame global warming on nature. This NASA data begs to differ https://t.co/nROs2JYP91,564690 +0,RT @Mfakhruzi_Arch: Mencegah global warming dg cara tidak menebang pohon di lahan yg akan dibangun rumah. https://t.co/QCKeNRQ4vw,541695 +2,Protesters to gather in Washington to voice concerns over climate change https://t.co/tV6jZfzTCS https://t.co/Xj3spuU0QW,24269 +2,China may leave the U.S. behind on climate change due to Trump https://t.co/AfcXUmto1c via @mashable,594593 +1,RT @OhNoSheTwitnt: Happy Groundhog Day. A rodent with a brain the size of an acorn knows more about climate change than the President of th…,355177 +1,RT @TheEconomist: Uncoupling emissions growth and economic expansion is important for slowing climate change https://t.co/TnjMRQSU5V https:…,35557 +2,RT @nytimes: A British tabloid says U.S. scientists exaggerated global warming. Respected researchers disagree. https://t.co/3Nceq387wY,787389 +0,RT @_yellowcxrd: @Emiily_Louise @MaddyBurke_ @indiealexx @pitbull The president doesn't believe in global warming / climate change ?…,824200 +0,RT @ILLCapitano94: Yall suprised smashmouth is woke? When their most popular song is a whole ass warning about climate change https://t.co/…,355955 +1,"RT @docbrown88: Anyone know like ten homophobic, climate change denying Brexiteers? Asking for a wheat botherer.",196575 +1,RT @NYDailyNews: Rick Perry gets a free lesson on climate change from a meteorology society https://t.co/liOkVfz3LL https://t.co/Otb8TsKyWU,210479 +2,Al Gore: I just had an ‘extremely interesting conversation’ about climate change with Donald Trump https://t.co/8G0WHt2Tff via @yahoo,502566 +1,"RT @Sustainable2050: Even if abnormally warm sea water didn't make #Harvey worse (it did), climate change added 30 cm water to storm surge…",935310 +2,PBS is the only network reporting on #climate change. Trump wants to cut it | Dana Nuccitelli https://t.co/THP2Otafmp,62924 +2,"RT @CFR_org: #ThisDayInHistory, 2005: Following its ratification by Russia, the Kyoto Protocol on climate change enters into for… ",859217 +2,RT @sciam: Antarctica’s southern ocean may no longer help delay global warming https://t.co/dV174aBcHx https://t.co/sL66QUvvwr,904470 +1,@realDonaldTrump @NASA What about the work they do in climate change research? You are a 'Very bad hypocrite hombre!',597211 +1,RT @AstroKatie: Now would be a great time for the rest of the world to find ways to pressure the US on climate change and human rights.,672960 +2,RT @KFMolli: 'CDC abruptly cancels conference on health effects of climate change [Updated]' https://t.co/MWYTgAocw5,158448 +0,"RT @dean_anonym: https://t.co/pGdIicu8b5 +cont. of contrail cirrus to climate change exists, cirrus trend analyses suggests a potenti…",827942 +1,"RT @GCCThinkActTank: 'Unless we take action on climate change, future generations will be roasted, toasted, fried and grilled'. ~ Christ…",260014 +1,RT @EnvDefenseFund: Priebus says Pres-Elect Trump’s default position is that climate change is 'bunk'. Awful news for US & world. https://t…,476926 +0,"RT @funfunLang: Do you believe in climate change? Why? + +#LanghapSarapYum",294052 +1,@GuruInvestor Exxon is aligning with sustainable shareholders on climate change. Should more oil co's follow this? https://t.co/x0xxbGNZIh,639868 +0,RT @shasnie: Important point is: “There are no areas of the country where electric vehicles have higher global warming emissions…https://t.…,681824 +2,UN climate change agency reacts cautiously to Trump plan https://t.co/EaNTUoTXyE,793261 +0,RT @lozzacash: You don't hear much about 'global warming' any more. 'Climate change' is more user-friendly (Age) https://t.co/DtT7DypXgq,314452 +0,"RT @AmericanAssh0le: okay after gaining the knowledge that this exists i'm rooting for global warming. end this planet, Sun. https://t.co/5…",477956 +0,"@Robynthekitty @DCTFTW @Johndm1952 @cj_stout_ +No. Exactly the opposite. $26 billion spent ON climate change research & regulation.",69159 +0,"RT @XavierDLeau: my neighbors are bbqing and playing dominos outside. + +global warming is bringing us together as a people.",954594 +1,"RT @AnsonMackay: Paris climate change agreement enters into force today ðŸ‘ðŸ¼. World still on track for 3C of warming, @UNEP reports 👎ðŸ¼. +https…",764697 +2,RT @ProfBarbaraN: WMO: Record-breaking climate change pushes world into ‘uncharted territory’ https://t.co/OvgxpZagbw @curf_uc @ACT_CCC @Sh…,647425 +1,RT @femaIes: When u know this warm weather in October is due to global warming and climate change but u still kinda enjoyin it https://t.co…,395383 +1,".@realDoaldThump The US can, and should, lead the fight against climate change. #Keepparis @ProtectWinters",353093 +2,RT @SEEturtles: Coral bleaching caused by global warming is a major threat to the habitat of hawksbills https://t.co/KSQyP7KHAo https://t.c…,228105 +1,Think narendramodi takes climate change seriously? Think again. #GST #ParisClimateDeal https://t.co/CV9mlCryP1,78502 +1,"RT @1followernodad: parent: I'd do anything for my children! + +Scientist: here's how to stave off climate change so your children can stay o…",345949 +0,If global warming is real how come I had to wear a sweater to class today - me a scientist,213179 +0,"RT @jwalkenrdc: Senator Inhofe backs up his view that climate change is a hoax by pointing to peer-reviewed scientific journal, the UK Tele…",400920 +0,"Trumps 1st day: 1. Repeal Obamacare, 2. Cancel Obama executive orders (mostly re: climate change), 3. Supreme Court, 4. Cancel Iran Deal.",447135 +1,"@GOP and @EPAScottPruitt, because you only speak in ��, climate change has terrible economic consequences (and hurt… https://t.co/VyKRkpxQva",502321 +-1,"Big story, climate change, global cooling, global warming...Ask @BillNye (joking) + +No it's weather, ask… https://t.co/xZS2Q3xsaP",349570 +1,"RT @1followernodad: parent: I'd do anything for my children! + +Scientist: here's how to stave off climate change so your children can stay o…",710531 +0,"RT @imarafahh: @alygoulding staph causing global warming, you hot stuff ��������",607572 +0,"@BitcoinWrld Incredible Invention Reverses global warming,it has been experimented before & it cooled earth & reduc… https://t.co/cOsCIZ9LYx",713204 +1,"RT @EnvDefenseFund: If you think fighting climate change will be expensive, calculate the cost of letting it happen. https://t.co/fnUnRxcrzi",810569 +0,@CYBERFATHER this is my Britney Spears global warming/lady Gaga tweet,943192 +1,RT @BernieSanders: 'The concept of global warming was created by and for the Chinese in order to make U.S. manufacturing non-competiti…,686310 +1,RT @BernieSanders: #ImVotingBecause the future of the planet is at stake. Hillary Clinton will combat climate change. Donald Trump thinks i…,221542 +2,RT @ClimateNexus: .@HoustonChron editor: Harvey should be the turning point in fighting climate change https://t.co/1Rjh0rTiZa via…,274849 +1,RT @washingtonpost: Editorial Board: A man who rejects settled science on climate change should not lead the EPA https://t.co/VqIAIKhpH0,454364 +2,RT @mateagold: The mystery of Mercers’ climate change agenda: they support Heartland and Berkeley Earth https://t.co/axQubYcCVg,82576 +2,RT @Independent: Trump's Secretary of State refuses UN request to attend climate change meeting https://t.co/EpkZRnM4wc,246670 +2,Momentum on climate change poses hurdle for Trump - San Antonio Express-News (subscription) https://t.co/yUCj24au6A,890194 +1,"RT @tedlieu: Physics and chemistry are real. @realDonaldTrump can pretend climate change is a hoax, but reality is, well, realit…",817742 +1,"If it's not #climate change that kills us, may be this: Sperm count drop 'could make humans extinct' - BBC News https://t.co/UaIRxIeRXN",564628 +2,Buhari to attend climate change conference in Morocco https://t.co/lgIQcUpzEd,254047 +1,RT @johncusack: To acknowledge global warming ? https://t.co/r39CYZjKgq,376748 +2,"Pope Francis appears in ‘climate change’ movie featuring Obama, Clinton, Leonardo DiCaprio https://t.co/NjndLEh0kR",508085 +1,"Mexico must take steps to cope with climate change' but not stop mining, deforestation and pollution, I guess .. https://t.co/YdSC6MyZGi",313148 +1,"For the dim, worsening global warming causing melting of the ice caps will raise sea levels. Perhaps not to the Mid… https://t.co/QdmGuE1Itt",648985 +0,"RT @DagomarDegroot: '“As to climate change, I think the president was fairly straightforward: We’re not spending money on that anymore.' ht…",116115 +1,RT @EnvDefenseFund: These 3 charts show how climate change is the world’s biggest risk. https://t.co/ChesIY5yYs,489349 +0,RT @techreview: The budget also says that the administration would “cease payments to the United Nations’ climate change programs.' https:/…,562554 +2,Solving an ancient climate change whodunit... https://t.co/bIyhhwqYDb,524078 +0,To some podunk part of the Hudson valley to ask some guy what he thinks about global warming,477138 +2,RT @VoltaireTupaz: CHR Chair Chito Gascon says he supports the national inquiry on human rights and climate change. He joins the petit…,907773 +1,"RT @carol_NC66: @NC_Governor Please join WA, NY & CA and the new alliance of states dedicated to fighting global warming.",526949 +2,Concern for others activates evangelicals on climate change https://t.co/TPQM76UbsS via @EnvDefenseFund,167445 +1,how can someone actually believe global warming is a myth...?,805276 +-1,RT @JonahNRO: Of course this supports idea the left hated oil before it believed in climate change. https://t.co/Lt5mfCzdky,319402 +-1,RT @hutchnine: @JohnTrumpFanKJV Exactly!Thats the only climate change threatening the ��!FAKEUGEES����������,722329 +2,RT @sciam: Antarctica’s southern ocean may no longer help delay global warming https://t.co/dV174aBcHx https://t.co/sL66QUvvwr,31531 +2,Trump to sign executive order that takes aim at Obama's efforts to curb global warming - WH to revive Yucca Mountain nuclear waste plan,224781 +2,"Unsung heroes of 2016: An escaped sex slave, an LGBT rights campaigner and a climate change poet https://t.co/PitjtsF4LJ",282544 +2,RT @latimes: Kerry tells climate conference that the U.S. will fight global warming — with Trump or without…,659380 +2,RT @PIX11News: 2016 'very likely' hottest year on record; World Meteorological Organization blames climate change…,372023 +1,"RT @robinthede: #RIP Supreme Court, climate change reform, congress, laws, gun control, role models, the dollar, respect of the world",617608 +1,RT @Im_TheAntiTrump: Watching President Obama talk about climate change will make you miss common sense https://t.co/dIus3u1yzM,836177 +1,"RT @WorldResources: #NowWatching - VIDEO: If you care about #climate change, you should care about indigenous rights @FordFoundation https…",951798 +2,RT @Revkin: Trump budgeteer on climate change: 'We're not spending money on that any more.' https://t.co/VLBfLmQmfS vs. Mattis:…,770557 +1,!! climate change should not be a partisan issue !!,380372 +1,RT @NatGeoChannel: .@DonCheadle travels to California’s Central Valley to learn how climate change is contributing to the drought in t…,653204 +1,RT @SenSanders: We have a president-elect who doesn't believe in climate change. Millions of people are going to have to say: Mr. T…,133221 +1,I just joined @NatGeoChannel @21CF in combating climate change. Take action #BeforeTheFlood https://t.co/h13blRHuHn,358466 +1,"RT @ErikSolheim: This massive algae bloom in the Arabian Sea likely due to climate change. +Practically nonexistent 30 years ago.…",347060 +-1,RT @bill_forsee: @ChrisCoon4 @JVER1 @WashTimes I hope he does climate change is the biggest hoax since war of the worlds,102281 +1,"RT @NatGeoChannel: Watch #BeforeTheFlood right here, as @LeoDiCaprio travels the world to tackle climate change https://t.co/LkDehj3tNn htt…",421723 +2,"RT @MeehanElisabeth: More rain on the horizon as climate change affects Australia, study finds https://t.co/2VKpHHN9G2",12563 +2,The impact of climate change on the Great Barrier Reef - The Economist https://t.co/1jQM83cFwZ,134675 +0,"He saw a nuclear blast at 9, then spent his life opposing nuclear war and climate change https://t.co/jV5cwudM7q",622190 +1,RT @GreenPartyNI: The Green Party are proud to support Northern Ireland-specific climate change legislation and a move to fully renew…,12027 +1,RT @ccbecker271: So awful ... more victims of human-caused climate change. https://t.co/WjJtZ7Xkrr,199386 +1,RT @rabihalameddine: Trump calls global warming a Chinese hoax. Clinton emails.,679272 +1,@EricHolthaus Hopeful thoughts 1)Progress is not linear 2)Much of the world agrees on something - climate change 3)My family is with u!,454585 +1,RT @seramatic: why do ppl call it 'believing' in climate change this ain't religion bitch science is true with or without ur ignorance,500748 +1,"RT @Pappiness: Rick Perry has only done 3 things as Energy Secretary: Deny climate change, attack a gay student, and... I can't remember th…",73487 +0,I'll give a personal example. There's a 16 year old climate change activist named Xiuhtezcatl Martinez who spoke on campus last week.,954526 +1,Republicans have turned global warming into a fucking political issue. And SCIENTISTS cannot be right because liberals can't be right.,819431 +2,UCSD scientists worry Trump could suppress climate change data https://t.co/rdrEuL0nRj,703798 +1,This does not mean that climate change is not real. Just winter in #Alaska https://t.co/RaS9FSR7fE,717236 +0,"RT @chIoropropane: if dia believes in global warming u should too, https://t.co/Jteil8RNBd",955086 +1,"RT @DrCraigEmerson: It's against our nation's interests for Labor MPs to criticise a man for his sexist, racist, bigoted, climate change de…",206091 +0,RT @jay_zimmer: Icebergs for global warming https://t.co/8ZYOZK4KfR,883640 +1,"RT @HillaryClinton: 'If you believe in science and that we have to act on climate change, then you have to vote!' —Hillary https://t.co/jfd…",537556 +1,Great article by @RoHendricks on why we need to change how we communicate climate change. @TheConversation https://t.co/PsJn7yEFDB,750574 +0,@Rebecca78_ global warming,445132 +1,RT @WWFSouthAfrica: Flash floods typical after drought in Highveld but intensity due to climate change makes them difficult to deal with. #…,244162 +0,"RT @amaryllide1: @ofrakia @MarcelloFoa ministri negazionisti del climate change, nemici di ogni controllo sulla finanza, ecc, CHe guerra al…",81835 +1,My biggest fear with Trump is climate change. We *need* to make Congress blue in 2018.,565849 +1,RT @Mick_Fanning: Just watched this amazing documentary by leonardodicaprio on climate change. We all think this… https://t.co/kNSTE8K8im,329588 +2,RT @BernieCrats1: RT thehill: Al Gore will hold climate change summit cancelled after Trump inauguration https://t.co/w4QX71F83I https://t.…,125994 +1,RT @hrtablaze: On this #EarthDay let us remember those who have worked tirelessly to bring us awareness about global warming.…,868170 +1,"RT @tinahalada: this the future we want, but instead we got a president that doesn't 'believe' in global warming https://t.co/w30Jwn4vll",552135 +2,China may leave the U.S. behind on climate change due to Trump - https://t.co/xEvb8FEoiu,426025 +2,"RT @nytimes: “For us, climate change is beyond ideology”: How the Dutch are learning to live with water https://t.co/qUyrI4P0bu",861135 +1,RT @owensheers: Record-breaking climate change pushes world into ‘uncharted territory’ Meanwhile Trump cuts climate research... https://t.c…,660768 +1,@JeffreyHann @lightcoin @jeffreyatucker @BuckyFuller60 Do you legitimately not know what the scientific consensus on climate change is?,66411 +2,Donald Trump is set to reverse Barack Obama’s climate change measures on Tuesday: Donald… https://t.co/5a5paVtjcB,851622 +1,"@OceanChampions Antarctic iceberg will help save the world from climate change, feeding billions of fish, read how. https://t.co/72uPs0gsFS",693517 +1,RT @cnni: 'Where the hell is global warming?': Donald Trump's 20 most dismissive quotes on climate change…,966477 +2,RT @Independent: US 'forces G20 to drop any mention of climate change' in joint statement https://t.co/49EE31bXXz https://t.co/oWo5L1xtjm,878431 +1,"RT @UN: Transport is part of climate change problem, #SustainableTransport is part of solution! Find out how in this new…",707375 +0,RT @bestofmalhotra: cause of global warming ���� https://t.co/LM4t4NPqlo,729202 +-1,Tucker @TuckerCarlson You were just snookered! For 20 years evidence proves absolutely NO global warming. Settled science (evidentiary).,514418 +-1,RT @CounterMoonbat: The people who predicted parts of Manhattan would be underwater by 2008 due to climate change are concerned about 'fake…,201588 +0,RT @SteveKopack: Tillerson used secret alias (“Wayne Tracker”) @ Exxon to discuss climate change & co. hasn't disclosed that in probe https…,163266 +1,Emily talking through soil susceptibility to erosion processes under climate change #starsborwick #starsoil… https://t.co/DPQROpdwhx,265215 +1,RT @ProPublica: Energy & climate change info is being changed or deleted on government web pages for kids: https://t.co/2Le8a3TUYV https://…,971740 +1,"RT @andylassner: I'm not saying this is due to global warming, but this is due to global warming. https://t.co/C4UwWp6VNh",712959 +1,RT @trinity_wilber: When you get excited about it being in the 50's on Saturday and then remember it's still winter and climate change is r…,687318 +2,"RT AP_Politics: Kerry determined to continue climate change efforts through Obama's term +https://t.co/OCsozZNHFy",133873 +1,That's crazy that some politicians still don't believe in global warming.,4325 +1,With climate change we get extreme weather via /r/climate https://t.co/kdlRg9ukBA #rejectcapitalism #socialism #en… https://t.co/7BP26tWYrX,883676 +0,"RT @KatyTurNBC: Trump says he will cancel Billions of dollars to the UN for global warming. 'By the way, no one knows what happens to that…",648138 +2,"France's Macron will fight global warming, and wants US experts to help' https://t.co/0VDdWuHFje",511423 +0,"Talking science, festivals, climate change and Tinder (!) with @DrGaryKerr today @SalfordUni @SalfordUniPress #media https://t.co/4X8p1VItFq",393869 +2,RT @AFP: Australia saw its hottest winter on record this year amid a warming trend largely attributed to climate change https://t.co/r40uyB…,733373 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,670203 +-1,RT @PrisonPlanet: MSM (fake news) spun Trump's comments on global warming to try to drive a wedge between him & his supporters. https://t.c…,139350 +1,Cheerios got you all to think they gave a fuck about the bees while General Mills' PAC continues to donate to climate change deniers,5441 +-1,RT @GrizzlyGovFan: Up to 18 inches of global warming to dump on NYC https://t.co/a5alPDu85u,254492 +0,"RT @Salvesayson: You’re so hot, you must be the cause for global warming. #ALDUBSeasonOfLove",545209 +1,RT @TeslaMotors: Rising temperatures put millions at risk as climate change hotspot @third_pole (world's 3rd-largest store of ice) is melti…,128246 +-1,"@gatewaypundit Piers Corbyn on REAL story about global warming, biggest scam of the century https://t.co/d7X4fgJrBJ https://t.co/HEoWevGd7q",889955 +1,RT @Keep2020Alive: trump not worried about climate change. When the Death Star is done he's going to blow up the sun. (Asshole will pr…,194123 +1,"@JimInhofe @SenPatRoberts You know what would really help? Addressing climate change. Study your science and get to work, gentlemen!",480647 +1,"Bumble bee listed as #endangered by #U.S. Fish & Wildlife Service due to pesticides, climate change & habitat loss https://t.co/28rqHmfCzs.",160981 +1,RT @GreenpeaceUK: Wow! a whopping 84% of Brits want @theresa_may to have a word with Donald Trump about climate change. More here: https://…,713368 +1,RT @SenSanders: We have a president-elect who doesn't believe in climate change. Millions of people are going to have to say: Mr. T…,459032 +2,"Nigeria, 146th to endorse climate change https://t.co/7lL74p0K3X - via sitibedotcom https://t.co/fr8AnMuMm8",652903 +2,RT @BelugaSolar: Donald Trump actually has very little control over green energy and climate change https://t.co/cKamQurLWC,921343 +2,RT @CNN: NY AG: Rex Tillerson used alias 'Wayne Tracker' to discuss climate change while CEO of Exxon https://t.co/8YYct34Chm https://t.co/…,498487 +1,"Don't worry, climate change will kill us soon",77954 +1,RT @BernieSanders: #ImVotingBecause the future of the planet is at stake. Hillary Clinton will combat climate change. Donald Trump thinks i…,516064 +0,RT @brianlawton9: Yes nothing like a little snow storm in NYC when you are on your way to work @NHLNetwork @NHL Hello climate change! https…,277452 +0,Even a trip to the #mall is climate change - Night following day is climate change - new #railway #timetable is al… https://t.co/GkOmbUWQhn,372261 +1,"RT @aedison: We should all be constantly talking about climate change. Like, every sentence out of our mouths. At the very least, we should…",938658 +1,"Good example of climate change adaptation. Hope this works! + +https://t.co/WC8RKyrq4h",57035 +2,RT @aguribfakim: #Record-breaking climate change pushes world into ‘uncharted territory’ https://t.co/QIewQ67mSv,619298 +1,RT @papanahi: Indigenous peoples have an enormous contribution to make to addressing climate change in a global context - @rg_jones,680313 +1,Not dealing with climate change will take a costly toll on the global economy. Here's why. https://t.co/4v2O8visEL https://t.co/9h06BXiAyV,241299 +1,RT @YngLiberalGirl: A man who rejects settled science on climate change should not lead the EPA https://t.co/VmaEKJGo6S,748712 +1,"RT @CCLsaltlake: 'A rapidly warming planet can't wait for solutions—in #SaltLakeCity, neither can we.'-.@SLCMayor Biskupski #climate https:…",411658 +0,One time I took a class on global climate change and weather patterns..I passed and got 4 credits...that's all I know.,412184 +-1,"RT @SenatorMRoberts: The US considers money spent on climate change a waste of money + +This make ���� taxpayers money spent on climate poli…",198764 +1,"RT @MartinHeinrich: Move along now... no global warming to see here. #ActOnClimate +https://t.co/rBddD3qj9a",205247 +2,"RT @ABCPolitics: Holding signs about Russia, climate change and covfefe, anti-Trump protesters march through New York City…",743879 +1,United in the fight against climate change. It's time for action #COP22 #EarthtoMarrakech https://t.co/xCMLEcB0Cb,563904 +1,RT @PatriceGronwick: @Action6thDistIl @PeterRoskam Your children will live with global warming and pollution. Vote no HR 1430 1431,208932 +-1,RT @LeahRBoss: Dispute it. PROVE climate change is caused by humans. I'll wait. 💅🏽 https://t.co/vRCaE9W2wR,57276 +1,RT @mikemchargue: Are you a Christian who cares about climate change? Like or retweet this and I'll take your message to our elected leader…,429351 +2,RT @ChrisMegerian: Gov. Jerry Brown + Gov. Andrew Cuomo blast President Trump on climate change https://t.co/jIMBylqH59,489971 +2,Trump Energy Department tells staff not to use phrase 'climate change' via Geller Report - Bravo. ... https://t.co/vfpD7lqcDA,307381 +1,"RT @People4Bernie: We are all Zach: 'You and your friends will die of old age & I’m going to die from climate change.' +https://t.co/r425dcm…",311276 +1,"RT @GaleTStrong: Thank God! New York, other states challenge Trump over climate change regulation https://t.co/BgF2qb6rQg",745098 +1,"RT @JolyonMaugham: The vote to Leave betrayed our young. And how we will deliver it, by playing down climate change, will betray them…",605041 +1,"RT @EricHolthaus: I now have a new go-to resource for people asking, 'What can I do to stop climate change?' +Thank you, @KA_Nicholas:…",392175 +1,"Renewable energy, because climate change or innovation +https://t.co/8WSqrohYzr",791931 +1,RT @SenSanders: “People are unbelievable organizers.” – @billmckibben. We can win the climate change fight if we stand together. https://t.…,101597 +1,Our president elect does not believe in global warming. I repeat: he does not believe in global warming.,721875 +1,RT @likeagirlinc: We already have a magic technology that sucks up carbon | Climate Home - climate change news https://t.co/Q44NCJfS9T via…,682728 +-1,RT @tan123: Crony capitalist/billionaire Musk wants more sacks of taxpayer cash because 'climate change is real' https://t.co/vXog9k86x8,195926 +0,@FAOKnowledge @grazianodasilva Shared feeding cannot be by climate change whitout a common human defense.,885462 +2,Obama puts pressure on Trump to adhere to US climate change strategy - The Guardian https://t.co/9GTHOvrnyz,20258 +2,UK climate change: National assessment predicts more flooding https://t.co/5CjSOXQYOY,598722 +1,RT @GeoffreySupran: Our new peer-reviewed study shows Exxon misled the public on climate change. Me & @NaomiOreskes in @nytimes today: http…,24065 +2,@amcp BBC News crid:5a7sis ... Nations Secretary General says the Paris climate change agreement will not collapse if President ...,535275 +2,"India, Trump and climate change: There may be unexpected opportunities that lie ahead https://t.co/uMClUfRF8H via https://t.co/Htfsaib0Ws",461841 +0,"RT @ULTRAVlOLENCE: Interviewer: 'What do you think about global warming?' +Melania Trump: 'Hello... He's kind he's strong, he's a great... c…",646943 +0,"RT @ULTRAVlOLENCE: Interviewer: 'What do you think about global warming?' +Melania Trump: 'Hello... He's kind he's strong, he's a great... c…",105040 +1,"@VV4Change Or denying climate change. Jeez. Trump is a total moron, and he's hateful and dangerous.",623635 +1,The economic effects of global warming (trashed environment) and AI (no jobs) lead to nuclear war. Avian flu mops u… https://t.co/HaWKrOBaSR,262314 +1,"RT @kylegriffin1: *Another* email issue in Trump's cabinet—Tillerson used an alias email at Exxon to discuss climate change, per NY AG http…",139745 +1,"RT @beardedstoner: Like climate change, evolution, and health care https://t.co/7sRA328pZX",234693 +-1,.@BernieSanders We have climate change. Not a good enough reason for a conman like you to help people get ripped off!,976676 +0,@AlexEpstein @BillNye this would be an actual intellectual climate change debate,126596 +0,RT @bigfatsurprise: Obviously the cows causing global warming are also causing diabetes (somehow! bc actually US beef consumption down…,198463 +1,"Hope FL will be ok. Isn't it time for climate change deniers to get heads out of arses? That's you,… https://t.co/Po09Ulwnor",888145 +1,RT @voxdotcom: How #GameOfThrones is really all about climate change. https://t.co/25Av2UfWRP,911813 +1,RT @RVAwonk: So Trump's #budget eliminates all climate change research & programs... but it increases funding for oil & gas dril…,241586 +2,RT @HuffPostGreen: Freaky February heat waves trigger chills over climate change https://t.co/UwVfx6yUQE,403854 +1,"@realDonaldTrump Your policies on climate change are wrong. Here in Maryland February is usually really cold, but today it is 70 degrees.",506110 +2,RT @BuzzFeedNews: Some Republicans want their party to change their tune on climate change https://t.co/wN6u66tu0H https://t.co/q2S0C8QUFO,543890 +2,"RT Reuters 'RT ReutersPolitics: In race to curb climate change, cities outpace governments https://t.co/EA2hn8suZp https://t.co/eJ6PC0mJie'",921706 +0,RT @DavidCornDC: Will White House break out the champagne popsicles to celebrate withdrawing from the Paris climate change accord?,448130 +2,RT @david_js_: ‘There’s no plan B’: climate change scientists fear consequence of Trump victory https://t.co/G11uyGQoQ6 #climatechange,740944 +-1,"RT @APLMom: Maybe instead of global warming, Obama should have made cyber security a top priority. Like @CarlyFiorina suggested =No hacking…",25967 +1,"RT @DataLogicTruth: Trump's +–EPA pick denies climate change +–DOJ pick opposes voting rights +–Edu pick derides public schools +–HHS pick want…",917871 +2,RT @NASA_STI: Study brings insights into global warming trends. https://t.co/PmKHPS8mVc Learn more at #NTRS: https://t.co/2SJDUssOHY,759612 +2,RT @HerzogJS: U.S. Geological Survey ties early spring to climate change. Prominent mention of @UWM climatologist Mark Schwartz: https://t.…,554224 +1,"RT @SooFunnyPost: Me: *Enjoying Life* +My brain: you're broke, a nuclear war could start soon, and global warming is getting worst https://t…",910558 +1,"@YRDSB students and staff engaged in deep learning, design thinking and tackling climate change at #Hack2Action https://t.co/N5UrP6zv6P",452276 +1,"@LeoDiCaprio @NatGeoChannel I watched it just now. Everybody, esp., world leaders must stand together and act on climate change.",271764 +1,".@realDonaldTrump If you can't take the heat, you should do something about climate change. https://t.co/el1wliRvLR",400799 +1,"RT @JulianBurnside: Noam Chomsky on the looming catastrophe of climate change being ignored - even exacerbated - by Trump: +https://t.co/G…",927984 +1,RT @SabrinaHaqqie: Reduce global warming 😅 https://t.co/LQmm41Uu7t,676335 +1,"RT @richardbranson: We resist. We build. We rise. On 4/29, we march against climate change. Join us https://t.co/5qZ05jX4WX…",460947 +1,"RT @SenSanders: I believe our country needs to be a leader on the global stage, and that means taking the lead on reversing climate change.",664513 +-1,RT @realDonaldTrump: Where the hell is global warming when you need it?,663534 +-1,@JamilSmith @SophiaBush I'm all for clean air but global warming is a load of crap there has been little change in temp in the last 20 yrs,990290 +1,RT @JonnyEcology: Perhaps the biggest impact of the result overnight will be on climate change. Our world now has little hope of staying wi…,842175 +2,"RT @DeadTonmoy: HPM #SheikhHasina urges #World communities to unite for reducing risks of climate change. +https://t.co/3xmnDDMaSj +#COP22 #C…",830988 +1,"RT @PMOIndia: This tunnel is environment friendly and this tunnel will help in the fight against global warming: PM @narendramodi +#NewInfr…",774538 +0,@HuffPostPol Damn global warming.,505326 +1,RT @samsteinhp: FWIW. we have probably lost the battle against climate change tonight,757269 +1,"RT @AlexGreenwich: To the USA's many champions of social justice, equality, and action on climate change - your leadership is needed now mo…",572147 +1,RT @Jackthelad1947: The Guardian view on climate change: Trump spells disaster #auspol https://t.co/XdtngUxBN5 https://t.co/gguIM5NAXL,990861 +0,RT @dolansyeah: His smile is brighter than the sun ever with global warming. @GraysonDolan ✨ https://t.co/3K5aU88Ai3,791473 +0,"RT @arkmango: bob morley is so soft i,ll bet he has dreams of running in daisies with ellie and solving the climate change epidemic my beau…",101021 +1,"@realDonaldTrump You are letting China beat us on climate change, of all things. You should go back to reality TV b/c your governing is SAD!",644826 +2,"RT @nytimes: These polar bears look healthy. But they're climate change refugees, on land because they can't hunt seals at sea.… ",625222 +2,USDA tells staff to stop using the term ‘climate change’ https://t.co/7p89sU7JX4 via @dailydot,566633 +2,"Research vessel visits Navy Pier; crew talks findings, climate change https://t.co/HQ0IXv0lTc",162064 +2,American Institute of Architects takes a stand on climate change https://t.co/1k0bepiAbm via @W3LiveNews #AmericanInstituteofArchitects,158562 +1,"Fact check: Scott Pruitt on climate change, again https://t.co/qCmvpBUbe8 https://t.co/zK8Mxr1a08",91669 +2,#BREAKING G7 talks: Trump isolated over Paris climate change deal https://t.co/FStheonzqG #NEWS https://t.co/qSak0EORqr,911292 +1,RT @greenplanetfilm: Puerto Rico: a “canary in the coal mine” for climate change. https://t.co/9yFQJSVMn0 See the film 1.5 Stay Alive https…,370400 +-1,Fuc global warming and endangered species who am I saving this earth for my great grand kids? Ima let they parents figure it out ��,634506 +-1,RT @NotJoshEarnest: POTUS called Gov Scott to offer condolences for the attack and to find out where they are on the climate change angle o…,689098 +1,RT @robert_falkner: Excellent piece by @martinwolf_ on why denial is America's predominant political response to climate change. https://t.…,191895 +1,Denying climate change is the progress we're sharing some of the past. He deserves a ninth justice is fighting to watch President,160647 +2,"RT @cnnbrk: Merkel rebukes Trump's stance on climate change, says she deplores decision to pull out of the Paris climate accord…",765342 +1,"RT @KamalaHarris: As Trump denies the threat of climate change, California and our people are tackling this challenge head on.",348863 +0,RT @egyptique: Thanks global warming and one of my personal photographers https://t.co/QHxW2YLqWI,415534 +0,"RT @brianbeutler: Little known fact that unsecured private emails have massive global warming potential, so this is fine. https://t.co/nCge…",797720 +2,RT @CNN: The Centers for Disease Control postponed climate change summit ahead of President Donald Trump's inauguration https://t.co/FXt93f…,410415 +1,RT @CNN: No snow where there should be. Bleached anemones. Cracks in the ice. This is what climate change looks like:…,385581 +0,"RT @JackMcPatton: The Blame on climate change... shame on you. +BREAKING NEWS: Emergency services rush to Manchester Arena https://t.co/oEn1…",283198 +2,RT @EcoInternet3: EPA chief: Carbon dioxide not primary cause of global warming: Chicago Sun Times https://t.co/ghoNUXpPQc #climate #enviro…,865643 +1,That's what may happen to arctic #peatlands in times of climate change with melting ice shields and rising temperat… https://t.co/ZJR3raLyDF,371285 +0,RT @robellcampbin: #rtpt blog comments: from climate change to treasonous US Congress & accusations of paedophilia in just 3 easy steps htt…,719685 +1,RT @zooeducator: Republicans submit resolution supporting action on climate change. https://t.co/WlGfXlQkKG… #climate@citizensclimate #100H…,781870 +2,All the environment and climate change news headlines in one easy to read round up - the Ecojam UK Daily is out: https://t.co/m26cuoCOsq,812407 +1,@Phonycian There's no way they don't believe in climate change. They know that it's an easy joke to go against deni… https://t.co/AZnVgZqMyq,787793 +2,Environmental groups vow to fight President Trump's climate change policies https://t.co/o8eJjXNHrU by #TIME via @c0nvey,193852 +-1,"RT @DSpauldingAtTSG: @RealJamesWoods @UnicornCovfefe Gore is such a fraud and a phony. I understand he never bought into global warming,…",597027 +2,RT @Independent: Trump signs executive order reversing Obama measures to tackle climate change https://t.co/5QofpMrRoK https://t.co/BZOl8VX…,901020 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,955928 +1,"RT @SenSanders: On virtually every major issue — raising the minimum wage, climate change, pay equity for women — we are the majority",207894 +0,"RT @taehbeingextra: i still can't believe this gif of taehyung saved the human race, stopped global warming and watered every plant on…",242634 +1,RT @9GAGTweets: Do any of you NOT believe in climate change? https://t.co/g1PY5AzeZ5,368041 +0,"@lucymurphy_11 his voice and demeanour is the reason for global warming, makes anything and everyone melt",663213 +2,RT @ABC: Sec. John Kerry becomes highest-ranking U.S. official to visit Antarctica; he's there to learn about climate change…,615594 +1,RT @frankieboyle: Let's look on the bright side. Maybe climate change will kill off humanity before a Global Fascist government can start t…,302249 +1,And white people elected a man who doesn't believe in global warming. Remember that. https://t.co/3cezFpZ55p,509453 +1,It does not cost more to deal with climate change. It costs more to ignore it'. ~ John Kerry… https://t.co/q77tXtPiHj,319033 +1,Harvard is 'pausing' their investments in fossil fuels. Here's how that can help pause climate change:… https://t.co/IBjRMB4HU6,490271 +1,"RT @TheNewThinker: Believing that climate change isn't really happening is not an opinion, it's a sign of delusion and arrogance",872605 +-1,"RT @kat_456: @FoxNews @TuckerCarlson @ErinSchrode does this snowflake drive a car? Blow dry her hair, while preaching global warming?",445910 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,631345 +1,RT @BernieSanders: #ImVotingBecause the future of the planet is at stake. Hillary Clinton will combat climate change. Donald Trump thinks i…,19617 +1,RT @citizensclimate: First step to solving #climate change is to put a price on carbon. Here's how we do it: https://t.co/z28KiG4YLP…,138203 +1,RT @WWF: We need healthy forests to fight climate change. #IntForestDay https://t.co/su8smxP38l,600970 +1,RT @BernieSanders: #ImVotingBecause the future of the planet is at stake. Hillary Clinton will combat climate change. Donald Trump thinks i…,606812 +0,The sun spins around the earth global warming is a thing that can happen?,280336 +2,Effects of climate change on inequality https://t.co/4AD5ddiCsJ via @sustyvibes,639664 +2,Trump's mixed messages on climate change https://t.co/nSWqXM28kZ,577061 +1,RT @EnvDefenseFund: Economic insecurity & dislocation drove the election. Ignoring climate change will only exacerbate them. https://t.co/i…,74307 +2,RT @amyrightside: US climate change campaigner dies snorkeling at Great Barrier... https://t.co/HToUo9txxe #greatbarrierreef,638085 +2,Environment experts discuss role of civil society in climate change at the IGCF meet in Sharjah. https://t.co/FX7kIppWhD,110923 +2,RT @climatehawk1: Marine 'hotspots' under dual threat from #climate change and fishing | @rtmcswee @CarbonBrief…,969497 +0,#climatechange - https://t.co/yl8SoXJjpm Here's how to watch Leonardo DiCaprio's climate change documentary for free online,992867 +2,@AReikeletseng @SkepticNikki The geologic record (fossils) shows massive climate change and mass extinctions before… https://t.co/rToITzMfog,350443 +0,RT @bbqdbrains: trump on climate change https://t.co/UWlZJ0TUuM,858881 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,641467 +1,RT @Powerful: The crazy part about Florida voting Trump is the whole state is going to be underwater once he defunds climate change research,749217 +2,RT @HuffPostPol: GOP congressman: God will 'take care of' climate change if it exists https://t.co/qOAc21tu1I https://t.co/Op3ISrm6H1,881269 +1,@DanielJLayton @ICOEPR i'm mostly worried about him ignoring climate change,541404 +1,"RT @DanRather: The (so-called) House Science Committee tweets out Breitbart 'article' denying accepted science of climate change.. + +https:/…",950472 +-1,RT @tan123: Inhofe 'warned climate change deniers to be “vigilant” because the former president “built a culture of radical ala…,734873 +1,@NWSKansasCity If that's not proof of global warming then u are full of shit,890136 +2,"General Electric’s CEO takes aim at Trump’s approach to climate change https://t.co/WFxo0OBOgz + +— Fortune (FortuneMagazine) March 30, 2017…",612996 +1,New post: 'A climate change skeptic is leading Trump's EPA transition — but these charts prove that climate change… https://t.co/2e1WhW35qy,856157 +2,RT @AntarcticReport: John Kerry leaves NZ for McMurdo & South Pole to meet climate change researchers & scientists; 1st US Sec of State…,465883 +2,Biden urges Canada to fight climate change despite Trump: Outgoing U.S. Vice President Joe Biden urged Canadian… https://t.co/lgmidIc80w,135595 +1,RT @voxdotcom: This video shows the extraordinary trend of global warming in more than 100 countries https://t.co/2IQ9R0PP9d,387472 +1,"RT @jonlovett: If Trump does this, rejects climate change, abandons our commitments, gives up on US leadership, the damage of 2016…",639090 +1,RT @williamlegate: If you want to get Repubs amped about global warming—just tell them the TRILLION ton iceberg that broke off Antarct…,328841 +-1,RT @JohnColemanMRWX: Now over 60% of scientists do not conclude there is a global warming crisis. https://t.co/y8r46Kpyy5 https://t.co/wqaj…,135623 +-1,"As this article points out, there hasn't been any global warming in the last 15 years: https://t.co/lK9oCsaYt0 #climate",503983 +1,"If you don't believe humans are causing climate change, you probably also think the world is flat, to match your head. #climatechange #pope",132495 +2,"RT @HarvardKSR: From the print edition, Tomás Insua argues that religion can play a role in combatting climate change @Pontifex + +https://t.…",23235 +-1,WattsUpWithThat: Corals survived massive Caribbean climate change – likely to do so again https://t.co/baDHsTW5GS,734022 +1,RT @PaulEDawson: 'The warnings about global warming have been extremely clear for a long time....' #Globalwarming explore more quote…,542514 +0,"RT @ULTRAVlOLENCE: Interviewer: 'What do you think about global warming?' +Melania Trump: 'Hello... He's kind he's strong, he's a great... c…",144644 +-1,Glad GOP believes climate change Is an elitist plot.... explain it to these guys... https://t.co/WNUS3Z7RvX,911758 +0,"I swear, winter lasted like two weeks this year. Dat global warming maaaaaaan. #EnvironmentalConspiracy",366092 +1,RT @G_Pijanowski: Those who claim global warming pause start trend line on top of 1998 El Nino spike. This is a regression no-no! https://…,86680 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,371143 +1,RT @LaurieJNYC: #Houston #Mumbai #unprecedented flooding whose questioning climate change now? https://t.co/hyFV639fbi,79648 +1,"@thetugboatphil @liars_never_win @NH92276 Bah, CO2 and global climate change will cook them like little fritters soon enough.",554176 +2,RT @climatehawk1: Polar bears and #climate change: What does the science say? [updated 22-3-17] | @CarbonBrief https://t.co/UydiXs8E1s http…,547702 +-1,"Donald, it's really quite easy +Trump the 97% pro global warming theory scientists and become a hero breaking the Pa… https://t.co/mhwa5EQLgZ",864079 +1,"Top story: China clarifies for Trump: uh, no, global warming is not a Chinese h… https://t.co/27uxBahDY1, see more https://t.co/Tag4KXUhgE",420911 +1,"RT @RepGraceMeng: .@POTUS’s executive order undermining climate change initiatives is not only foolish, it’s dangerous policy. https://t.co…",418985 +0,"RT @kindokkang: Everytime Renjun breathes, he slows down global warming. He re-aligns the Earth. Animals recover from extinction. Deforesta…",952672 +1,RT @nytimes: Opinion: 'We can't have an intelligent conversation about Harvey without also discussing climate change' https://t.co/LaXmhrtG…,985175 +1,"You might consider, sir, meeting with Al Gore re climate change not Trump.",893240 +1,"RT @richardbranson: Inspiring trip to #Brazil, discussing business as a force for good, leadership & tackling climate change…",985861 +1,"RT @PhantomPower14: Creationism, unAmerican activities, climate change denial, Crow laws, gender conversion, 3 Trumps, guns everywhere.. ht…",629893 +1,RT @wef: 5 tech innovations that could save us from #climate change https://t.co/vg2V5i8IsD #wef17 https://t.co/Gb9YP7lPIW,223412 +1,"RT @WIRED: You know how climate change *could* affect the earth, but this is how it already has. https://t.co/V5sYO61vqh",839702 +1,"RT @lialeendertz: ...Potentially this looks v like the start of the next big one. Brexit plus climate change. Uncertainty, upheaval, little…",747377 +0,".@ChelseaClinton If you believe that there is causation between global warming and diabetes you are a moron ... obesity yes, sedentary yes",931373 +2,"RT @voxdotcom: Last night, President Trump released an executive order demolishing several Obama-era policies on global warming: https://t.…",271638 +2,RT @BabsSheKing: Exxon ordered to turn over 40 years of climate change research https://t.co/pnyqad5Qrl via @CNNMoney,911769 +-1,RT @redalertnow: @USATODAY - Maybe Obama should have fixed bridges instead of funneling money to his Communist pals for the climate change…,370544 +1,RT @SenatorMenendez: As the EPA addressed climate change our economy improved & electricity prices decreased. Only the coal industry wan…,916424 +1,"Parrot climate change initiative #drone #toronto #insurance #claims #adjuster #appraiser #architect +https://t.co/XuA4YWbsq3",153281 +-1,"RT @petefrt: Fmr Obama official: Obama bureaucrats promoted misleading studies on climate change to push agenda + +#tcot #p2…",737181 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,244236 +1,"RT @Mikel_Jollett: 'I don't believe the science on climate change,' types the EPA chief on a pocket-sized supercomputer, built by science.",570609 +1,If you deny the existence of global warming and climate change I will deny being in your presence ever again.,435424 +1,RT @BernieSanders: 'The concept of global warming was created by and for the Chinese in order to make U.S. manufacturing non-competiti…,470645 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,649318 +1,"Colouring books are meant to relieve stress, but if that’s not your thing, you can get one with climate change https://t.co/94EOZ1nlBp",823927 +1,I wonder what @realDonaldTrump will do about climate change. Hope he has lots of money to pay for lawyers! Oops! https://t.co/OaZVnKX0v1,529226 +1,"RT @Im_TheAntiTrump: #Resist + +'This isn't for me, I'm going to be dead. It's for you' Jerry Brown on necessary climate change action: https…",220053 +1,@MiaNeona but global warming is a hoax invented by the Chinese??!,10102 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,697000 +1,"RT @NatGeoChannel: Watch #BeforeTheFlood right here, as @LeoDiCaprio travels the world to tackle climate change https://t.co/LkDehj3tNn htt…",626860 +-1,"RT @TheMarkRomano: Pope Francis decries 'climate change' + +Umm.. You might want to take this up with God + +Been changing since Creation! + +htt…",816369 +2,RT @nature_org: Mangroves and marshes are key in the climate change battle https://t.co/7WzP4uVwIY via @HuffingtonPost https://t.co/QX1T7uG…,556496 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,834491 +1,RT @bobthesciguy: University of California faculty send open letter to Trump on climate change: honor the @ParisAgreement…,907661 +1,I clicked to stop global warming @Care2: https://t.co/NirerYjIpl,861171 +0,"RT @ULTRAVlOLENCE: Interviewer: 'What do you think about global warming?' +Melania Trump: 'Hello... He's kind he's strong, he's a great... c…",936116 +1,"RT @NRDC_AF: 'American taxpayers deserve to know their money will be invested wisely, with future climate change in mind.' https://t.co/wHz…",821610 +2,"RT @doctorow: Scott Walker's Wisconsin continues to scrub its websites of climate change mentions +https://t.co/UCblHTVyAo https://t.co/7DDV…",581065 +1,RT @SethMacFarlane: HRC proposes installing half a billion solar panels by the end of her first term. Trump thinks climate change is a hoax…,935543 +1,Just my two cents on the best coping strategy for vulnerable smallholders in climate change https://t.co/LbXLz13qJo,471228 +1,.@realDonaldTrump thought you said climate change is something China made up?!? Hope your golf course sinks into t… https://t.co/RgKHJlA5Dg,848681 +1,@susannecraig @EricLiptonNYT it's called global warming..that's why it's so hot,120044 +1,RT @JackHarries: The best talk I've seen on climate change: Sir David Attenborough & Professor Johan Rockstrom @wwf_uk https://t.co/O7pjiYU…,528229 +2,RT @ajplus: Diplomats at the UN global warming summit are very concerned about Trump's stance on climate change. https://t.co/wZ6VbM60K8,351919 +1,"@UnwiseMC Nuclear war isn't going to happen. We need 50 years minimum to survive global warming though, need time t… https://t.co/OEZZ6CzDkP",149533 +2,"RT @CaucusOnClimate: The Trump administration just disbanded a federal advisory committee on climate change +https://t.co/0RhSv3V9jj",407593 +0,RT @MeosoFunny: 'We’ve got to … try to ride the global warming issue. Even if the theory of global warming is wrong …' https://t.co/a48xewL…,83340 +1,"RT @WeatherKait: Dear #Breitbart, Earth is not cooling, climate change is real and please stop using MY FACE to mislead Americans. https://…",610018 +1,#SantaHasABadFeelingAbout the next 4 years (& beyond) & global warming,303429 +2,RT @nytimesworld: A plan to respond to climate change by building a city of floating islands in the South Pacific is moving forward.…,309720 +1,RT @onlyseanfaris: https://t.co/Q3c8Em5vNu And our government wants to roll back regulations because they say global warming doesn't exist.,811570 +2,RT @NRDC: Spring came early this year — and scientists are saying #climate change is to blame. https://t.co/7ciaWu6bfl via…,372976 +-1,RT @tenhut62_rox: #Climatechangehoax #Maga Chicken Little SHEPARD SMITH-climate change is real to pull out puts us at odds w/world ..…,672955 +1,"@An0malyMusic @TrapBernie no, because GOP doesn't believe in global warming and loves their oil.",55445 +2,RT @TonyJuniper: Looks like China could emerge as the global leader on climate change @FinancialTimes https://t.co/OdoxT9Yp5H,693138 +1,RT @StottPeter: Our paper discussing fundamentals about how best to attribute extreme weather events to climate change available now https:…,965077 +2,"RT @dormomuso: #FrenchElection #MelechonInEnglish +Mélenchon on climate change and nuclear power +https://t.co/Vc2j7XO9W3",435306 +2,"RT @CBSNews: 3 key ways climate change is transforming the world's food supply, according to experts https://t.co/FTxBLZMCTa https://t.co/E…",61019 +1,RT @mzjacobson: Model v @NASA data proves humans have caused geographically-varying global warming-Model shows by cause&effect what…,648222 +1,Project Drawdown brings hope on global warming @kline_maureen https://t.co/lbbWCF85Ni,95517 +1,RT @climatehawk1: Signs of abrupt #climate change increasing around globe https://t.co/LpsR4LTkVj via @truthout #ActOnClimate #divest https…,260494 +1,I think we need to acknowledge that if we want to be honest about climate change. #FFTF17,118062 +1,"RT @NPR: Ahead of Earth Day (April 22), @NPRGoatsandSoda wants to know what you're asking about the effects of climate change https://t.co/…",308271 +1,"RT @Pappiness: The difference between climate change and Trump's claim he's done more in 100 days than any @POTUS? + +Climate change is real.…",441280 +1,No doubt part of the reason the @NationalFarmers are calling for real action on climate change #auspol https://t.co/lobpRgysOC,457901 +0,"RT @EvenBIGGERjonNo: dad, 15 yrs ago: DON'T BELIEVE ANYTHING YOU READ OR SEE ON THE INTERNET!!! +dad, now: facebook said climate change is f…",176899 +1,@peddoc63 .. Shame on Trump for backtracking on global warming and Obamacare. Shame on him.,334356 +1,RT @OmanReagan: In just 3 years the war on science in Canada resulted in an 80% reduction in media coverage of climate change. https://t.co…,844675 +0,It's literally changed so much. Probably because of global warming. https://t.co/Z9nFFoXm0k,8340 +0,RT @thoneycombs: since people are talking about climate change again i wanna reiterate that overpopulation is a fascist myth,82161 +0,@ArthurSchwartz @ACLU are they serious? Now I've seen everything. What does race have to do with climate change?,291463 +1,RT @antonioguterres: Scientists say time is running out for the Great Barrier Reef. We must act now to curb climate change and preserve…,969665 +1,RT @SethMacFarlane: HRC proposes installing half a billion solar panels by the end of her first term. Trump thinks climate change is a hoax…,758863 +1,RT @SethMacFarlane: HRC proposes installing half a billion solar panels by the end of her first term. Trump thinks climate change is a hoax…,629020 +1,RT @BernieSanders: #ImVotingBecause the future of the planet is at stake. Hillary Clinton will combat climate change. Donald Trump thinks i…,173343 +1,RT @BadAstronomer: The catastrophe for climate change alone the Trump presidency represents is almost beyond measure.,930768 +1,2016 set to be hottest year on record thanks to climate change https://t.co/AeuVBbJB5N https://t.co/QVPeNCC5SZ,35815 +1,RT @SenSanders: We have a president-elect who doesn't believe in climate change. Millions of people are going to have to say: Mr. T…,879596 +0,"RT @StirlingUniCrim: Of interest to our #Criminology students -- in green criminology, climate change, criminality and conflict are incr…",431365 +1,"RT @unhabitatyouth: WIN FULLY PAID TRIP to #COP23 in Bonn,Germany!Take pic of your task to climate change;Tag @UNHABITAT…",807440 +1,RT @pourmecoffee: Periodic reminder that all these organizations have concluded global warming caused by human activity is an urgent…,972669 +1,"@paul_yyc I’m creating a new think tank for climate change, would you join and post your tweet also at https://t.co/u1UbQXLmrF ?",348363 +0,I made this meme months ago saving it for a climate change sea level rise moment. It looks as… https://t.co/6RhOelYz9p,534668 +2,RT @350Europe: At-risk countries worry what 'America first' means for climate change https://t.co/XVGfdGySMv,175877 +2,Did climate change make recent extreme storms worse? | PBS NewsHour https://t.co/pI5SljA9eF,920786 +2,#science What mackerel and a volcano can tell us about climate change - Yahoo News https://t.co/4HHzSppeBK,882881 +0,RT @mpbowers: Sen. Nick McKim offers Sen. Malcolm Roberts a tin foil hat during climate change debate @gabriellechan @GuardianAus https://t…,196061 +2,RT @business: China tells Trump climate change isn't a hoax it invented https://t.co/eWVQtI28t3 https://t.co/7qV3RfzTTE,723475 +-1,"RT @Blurred_Trees: 'You control climate change', can you imagine being this stupid? + +Functioning adults believe this whole heartedly…",922484 +0,RT @CommonWhiteGirI: if global warming doesn't exist then why is club penguin shutting down,897112 +2,RT @LiberalResist: Donald Trump wants to shut off an orbiting space camera that monitors climate change - Quartz https://t.co/ceL4baj0UN,508343 +1,Our approach to climate change isn't working. Let's try something else. https://t.co/7OwvZyiF1k via @MotherJones,852992 +1,RT @HuffingtonPost: Another national park tweets some inconvenient truths about climate change https://t.co/2Fw8VNWv2K https://t.co/vp8ocKi…,378179 +2,RT @jimmcquaid: Rapid climate change on #Greenland will affect us all @DrMeltwater tells @ConversationUK https://t.co/dj0yfrWzoH https://t.…,495709 +1,Me enjoying this warm weather vs me feeling guilty because it's nice due to global warming: https://t.co/uE6VCBJL2r,605334 +2,RT @markhorrell: New post: In Ladakh two men tackle climate change by making artificial glaciers https://t.co/xxS6jYciGM https://t.co/9ELRk…,956716 +2,RT @climatehawk1: Largest winter wildfire in Kansas history likely linked to #climate change | @robertscribbler…,909695 +1,"This Earth Hour, Givergy are turning up the dark across the globe and getting loud about climate change. Let the wo… https://t.co/RBqB3LmfZi",861198 +1,RT @B666S: our president doesn't believe in climate change happy earth day,154931 +1,"RT @RepAdamSchiff: Scott Pruitt is a climate change denier, has spent entire career fighting against clean U.S. water & power. Unbelievably…",398868 +1,"RT @AynRandPaulRyan: In an apparent 'f you' to the #climatemarch, +EPA removes climate change page from website https://t.co/AdM1GiDSLj htt…",541406 +2,"RT @mbaxteriema: Stopping global warming could make the world $19 trillion richer, report says https://t.co/MZJd830BJ8",138393 +1,RT @AnonyPress: 2016 was the year that the United States elected a man who believes that global warming is a Chinese conspiracy,492135 +1,RT @MargaretMuhanga: It is raining heavily in F.Portal and very dry in Isingiro...this climate change thing is very serious plz plant tr…,961998 +1,RT @RepBarbaraLee: We won’t let Trump intimidate or fire scientists on the front lines fighting against climate change. This is what a…,417104 +2,"RT @nationalpost: Trump abandons Paris agreement, striking major blow to worldwide efforts to combat climate change https://t.co/X9edte1mCN",66100 +1,RT @BernieSanders: #ImVotingBecause the future of the planet is at stake. Hillary Clinton will combat climate change. Donald Trump thinks i…,416652 +2,RT @nytpolitics: Diplomats at an annual United Nations global warming summit worry Trump could cripple a decade of climate diplomacy…,206996 +1,@JacquiLambie oh God don't you jump on the 'science is wrong climate change denying nut bag train' too,419863 +-1,"RT @JaredWyand: Steve Bannon means bye bye to the climate change scheme we're spending $22,000,000,000 a year on for 'research' + +https://t.…",685730 +1,RT @BlissAnnHerlihy: I pledge to urge U.S. leaders to maintain our momentum in the fight against global warming... https://t.co/hTkdMV2nKg…,125069 +1,RT @jonrosenberg: If your opinion is that climate change science isn't solid you'd better come at me with some incredible data or you're wa…,669760 +1,RT @GreenerScotland: .@strathearnrose on today's climate change stats which show Scotland met its target for the 2nd consecutive year &…,556242 +1,"RT @martasubira: Catalonia is happy to share goals & commitment on climate change with the most advanced, innovative and progressive…",222642 +2,"Donald Trump to withdraw from Paris agreement, 'change course' on climate change, says adviser https://t.co/FBxO0dllYu",316577 +1,@Marzuh_13 global warming and climate change is real.,146342 +1,"RT @TomWellborn: My 12 yr old: I think Donald Trump knows global warming is real but he wants to make money so he pretends. + +i.e. Nobody is…",822688 +-1,"@nytimes I'm a Republican. I came out against climate change, making me an apostate to the liberal religion. I hope… https://t.co/zObWj52fbV",352298 +1,Donald Trump has previously called climate change 'a hoax.' So what will his presidency mean moving forward?… https://t.co/YykKm4jVhN,917785 +0,RT @AdamWolf77: House Science Committee tweeted link to false article about climate change. I'm looking forward to the tweets on leeches an…,838076 +1,"RT @davidaxelrod: THAT's what everyone is talking about?!? Not trade, climate change, refugees, North Korea, Syria ...they're talking…",399003 +1,RT @AdamBandt: And that’s it. No mention of renewables or climate change! Another delusional speech from another delusional Treasurer #Budg…,972128 +1,RT @diorwhore: Racism.... climate change.... homophobia..... US vogue....... men......... what else is going to plague us before God decide…,120669 +1,RT @EnvDefenseFund: Priebus says Pres Trump’s default position is that climate change is 'bunk'. Awful news for US & world. https://t.co/uG…,964914 +0,RT @swimmerproblems: Trying to stop Ledecky is like trying to stop global warming,722858 +1,RT @TimothyDSnyder: Rolling back climate change rules would make Trump the most pro-immigration & pro-terrorist president in US history htt…,824065 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,124118 +1,"@rollindaisies I’m creating a new think tank for climate change, would you join and post your tweet also at https://t.co/nZCxr5XRhU ?",995454 +1,"The Weather Channel shuts down Breitbart: Yes, climate change is real https://t.co/2AegO7bazU",499186 +2,"RT @robintransition: Austrian government halt 3rd runway in Vienna due to climate change concerns. https://t.co/ILsFUCrHbj In the UK, they'…",209183 +1,RT @SenSanders: We have a president-elect who doesn't believe in climate change. Millions of people are going to have to say: Mr. T…,124283 +1,RT @mishacollins: Good point! @realdonaldtrump IS the candidate who might end global warming by bringing us nuclear winter. DON'T BE…,528095 +2,RT @guardian: Prince Charles may raise climate change during Trump's visit to Britain https://t.co/RF2nZBX8kU,674266 +2,UN climate change agency reacts cautiously to Trump plan https://t.co/aVRl8vvUzf via AP,288508 +-1,There's yet another nail in the coffin of the global warming agenda... check out the record that just got broken.... https://t.co/SP4wsIMh26,303067 +1,RT @Christinaalynch: when u love it being 71° in february but know its because of global warming https://t.co/HmWa9pn1DB,927624 +1,RT @BlackAutonomist: I don't know why Alt-Reich is freaking out about having non-white grandkids anyhow. With climate change y'all could us…,368333 +1,RT @soybeforeboys: 3. meat is worse for global warming than cars.,855474 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,199612 +2,"BBC: Climate talks: 'Save us' from global warming, US urged - The next head of the UN global climate talks call... https://t.co/e5AqCO3XMq",510207 +1,@BarstoolBigCat trading Soler is a dangerous long term move with global warming speedin up! That guy can flat out hit in warm weather. #take,197339 +1,The threat of climate change helped seal the Paris Agreement early https://t.co/k0SAamvNkX #climatechange #ParisAgreement,828856 +2,David Letterman & Sen. Franken take on climate change in new series. | https://t.co/7ALwXRqD5R,354115 +1,@Jerm00ny climate change oh wait no our current government says that doesn't exist. Yeah let's blame a female 🤣🤣,100301 +1,I clicked to stop global warming @Care2: https://t.co/pY9kc1y16o,634658 +1,RT @GreenPartyUS: Happy ��⏳ #EarthHour! It's time for a Green New Deal to end climate change and put Americans back to work. RT if you agree!,577408 +2,RT @RogueNASA: Another US agency deletes references to climate change on government website ��https://t.co/cTUOmMAvmp,773084 +2,"RT @NYTScience: Human-driven global warming is biggest threat to polar bears, report says https://t.co/REG606ZXu6 https://t.co/12tqOGzjpz",264830 +1,"Here is a picture of my Friday hero. Having fun, fighting climate change, and setting the example for the next gen… https://t.co/PgQQl8OWeE",891120 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,291886 +2,King County among U.S. hotbeds of belief in global warming.. Related Articles: https://t.co/e4rbb1PZKC,433696 +1,@exxonmobil 'we are really freaking late to the party but we need good PR b/c we are still finding climate change deniers.'!!!!,296613 +2,RT @Naturekhabar: Government investment in climate change is paying off in Nepal - Nature Khabar https://t.co/2F5vQPVL1n,998614 +1,"RT @JolyonMaugham: Pollution, climate change - these things which imperil our very survival - don't observe national borders. We combat the…",390022 +0,"After GFC, climate change - experimental mode of governance is an attempt to get transformative change in a difficult context #AAG2017",211979 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,941939 +1,RT @SethMacFarlane: HRC proposes installing half a billion solar panels by the end of her first term. Trump thinks climate change is a hoax…,361199 +1,"RT @brucehawker2010: Turnbull's 'legacy' - pension cuts, climate change fight abandoned, ditto the republic, spineless on Ley, but attacks…",315213 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,250800 +1,"I just joined @NatGeoChannel @21CF in combating climate change. Take action #BeforeTheFlood +https://t.co/8x5mJedQjR",181076 +2,#Climatechange The Hill (blog) Rethink 'carbon' to make CO2 work for climate change solutions The…… https://t.co/OnZmlwa5Q9,4222 +1,"Analysis: Trump is an international pariah on climate change +https://t.co/OhpcK7aMKx",165700 +1,RT @GVS_News: The KP government fights global warming by successfully undertaking the 'Billion �� Project ' A change for the better https://…,709177 +1,RT @Fusion: America is about to become the only country in the world with a leader who doesn’t think global warming is real.…,41009 +1,"RT @LastWeekTonight: If you don’t believe man-made global warming is a a silly issue, give to the Natural Resources Defense Council (https:…",877617 +1,RT @kennedymiller24: It is 70 degrees in Montana in November and we elected a president who thinks climate change is a hoax,519020 +-1,RT @SenatorMRoberts: 97% of global warming alarmists believe @HillaryClinton is President #Election2016,111594 +1,RT @ScariestStorys: This photo by Kerstin Langenberger shows how polar bears are being affected by climate change. https://t.co/Qt4j4bKufw,226041 +1,RT @SenSanders: We have a president-elect who doesn't believe in climate change. Millions of people are going to have to say: Mr. T…,907510 +1,"If you like Donald Trump think that climate change is a hoax, you're just fucking stupid. I literally have nothing else to say about you.",934081 +1,Totally dangerous that climate change disinformation from the right will set US back AND WEAKEN our leadership role… https://t.co/ZeEw31fbwW,556273 +1,"RT @tarotgod: when will ppl understand that global warming, deforestation, & consumption of animal products is a bigger threat to the earth…",553839 +-1,@sunrickbell People who believe in climate change doom r calling opposition Chicken Little??? No wonder they have a… https://t.co/54TIhwJhCV,615254 +1,RT @ClimateCentral: Here's how climate change could flood cities (and states) as the world warms https://t.co/wwzBsq7v3C #BeforeTheFlood ht…,879620 +2,#DailyClimate EPAs Scott Pruitt wants to set up opposing teams to debate climate change https://t.co/OZWTGFda9c,85741 +1,RT @jamisonfoser: There’s a simple explanation for this: Donald Trump knows climate change is real but does not give a shit about you. http…,213177 +1,"With or without America, self-interest will sustain the fight against global warming. #theworldmovesonwithoutUS https://t.co/rXRxXTdR3E",218111 +0,"RCI affiliate, Malin Pinsky is cited by the New York Times on the impact that climate change has had on the... https://t.co/1ZF0sMOaMh",611820 +0,RT @HaramabeDidIt: God bless climate change. #YesLawd https://t.co/Za4zmz7cSh,532944 +-1,"RT @chaamjamal: In man made global warming the role of man is to adjust the temperature record. @ClimateOfGavin #climatechange +https://t.c…",803933 +2,RT @martine_maron: Land clearing and climate change https://t.co/etgdiiS8TH,824388 +0,"If their want to vent, Lay-Luhan will close the door turn off the lights, sit on the bed while ignite lightstick for climate change.",616051 +2,"RT @CoralMDavenport: Trump's top advisers split over whether he shld pull out of the Paris #climate change agreement. +https://t.co/X7yPiUp5…",667936 +1,Thank you for making this #climate change #documentary and educating millions. Look forward to you visiting #Trump! https://t.co/hcJxI0NCRX,256106 +0,"@missycomm @kurteichenwald +To understand/debate requires scientific study/data. NASA studies climate change. +https://t.co/wQNMT7DaOA",963147 +1,Trump says ‘nobody really knows’ if climate change is real - The Washington Post error on safety side doesn't hurt! https://t.co/NQYe5qBchK,131620 +1,HuffPo’s rendering of Dan Rather’s climate change denier monument a great burial marker for journalism https://t.co/N7WjVrMe3O,224546 +1,Of course they did! In the same lost file with global warming evidence they had. https://t.co/JNtGmZPdSV,981748 +2,"RT @CNN: Future climate change events could lead to premature deaths, experts said during an Atlanta climate meeting… ",678278 +-1,Al Gore just told the most incredibly bold-faced LIE ever!! https://t.co/50SVmO5wOi mr junk climate change,159195 +1,@stealthygeek But global climate change doesn't exist. Right ?,737328 +1,RT @SenSanders: We have a president-elect who doesn't believe in climate change. Millions of people are going to have to say: Mr. T…,415776 +0,"like there are some staples (climate change, being gay is immoral) but the rest? man, i'd forgotten about most of this.",871666 +1,RT @laureldavilacpa: .@ThatWomanThing I am so proud of our young people. They are serious about remedying climate change and political gras…,675053 +2,The EU’s renewable energy policy is making global warming worse https://t.co/zsMEwx2v49,659353 +1,RT @wmilam: THIS. Dealing with the inevitable global disaster of climate change should be humanity's #1 priority. Trump denies…,587110 +1,"Professor Jim Flynn's explosive, yet short, book on climate change has a short message: we need to p https://t.co/8teCSK9ZRf",723138 +1,RT @BernieSanders: #ImVotingBecause the future of the planet is at stake. Hillary Clinton will combat climate change. Donald Trump thinks i…,482863 +2,Video: Statoil produces climate change 'roadmap' - News for the Oil and Gas Sector https://t.co/iXRm3PqeHZ,633554 +2,RT @CNN: New research sheds light on the geography of climate change confusion in the United States https://t.co/ok5bZuYjay,927908 +1,"The oceans, they connect us all, +No one can just build a wall…' +Thoughtful song by @billybragg about global warming +https://t.co/Qbv73mkmpJ",364078 +0,RT @CivilJustUs: How do they expect us to care about global warming with all this penguin on penguin crime?? https://t.co/HypysWHvVV,251551 +1,"RT @politicalmiller: And to think, we could've had Hillary just quietly working away on jobs, healthcare, climate change & womens equality.…",665134 +2,RT @thehill: EPA shuts down program helping states adjust to climate change https://t.co/P5w0I6ezUP https://t.co/phVCD7mnw5,201806 +0,funny a conversation about climate change with ruffian should get so heated after all the sea levels are falling up the paris accord,467851 +1,RT @SenSanders: It is way too late to have a slew of climate change deniers sitting in powerful cabinet positions.,437413 +0,RT @DavidJo52951945: Do you believe in man made (not natural) climate change?,345728 +-1,Amen Mr. Steve. Wow Mr. Gore was picked over this lady. Mr. get rich off of man made global warming https://t.co/DYQqJNcMu9,617174 +1,RT @SenBookerOffice: RT if you don't want climate change denier @AGScottPruitt leading the @EPA: https://t.co/xIW2tuF9eH,40524 +0,RT @diamondhill2012: @_eleanorwebster @PeterGWeather @BotanyRocks @The_RHS @basson_helen great article for UK gardens & climate change. ht…,894727 +1,"Donald Trump isn't the end of the world, but climate change may be https://t.co/MAr1w0ui9h",104229 +1,RT @SenSanders: We have a president-elect who doesn't believe in climate change. Millions of people are going to have to say: Mr. T…,324825 +1,RT @NatGeoChannel: Join @LeoDiCaprio as he searches for answers on the issue of climate change. #BeforeTheFlood starts now! https://t.co/qc…,451487 +1,RT @cgiarclimate: Moroccan vault protects seeds from climate change and war - great story about @ICARDA_CGIAR #COP22 #weAAAre https://t.co/…,790249 +-1,@PatriotRevolt16 Of course. I'm sure that some climate change cult member thinks TAR as a PAINT is problematic. https://t.co/QNWUPCCU8f,166524 +1,@SenScottWagner Your comments about global warming have embarrassed to PA. How can you be that STUPID? Earth movi… https://t.co/sIMU2BlDXI,708013 +2,RT @SkepticPlaza: The Weather Channel calls out Breitbart for climate change skepticism - Politico https://t.co/v9yBjoQxJJ,177558 +2,"RT @thenation: Pentagon officials now consider climate change in every decision, from readying troops for battle to testing weapons https:/…",137102 +1,"RT @BrookingsInst: The most effective intervention to climate change isn’t in the Paris Agreement, write @RebeccaWinthrop & @CKwauk…",265725 +-1,Maybe because 'man-made global warming' failed spectacularly and taxpayers are waking up. Read. Learn. Think. Vote… https://t.co/Cn6qOD6mIm,154023 +0,"@daveweigel I went to a bill Clinton speech where he did nothing but highlight her policies about climate change, student debt, jobs",538834 +1,"There are costs to mitigating global warming, but ow much would you pay for every acre of property a meter of sea level, every single beach?",564542 +1,RT @WorldResources: Reading - Nicholas Stern: cost of global warming ‘is worse than I feared’ @guardianeco https://t.co/w2yqhglGTc #ParisAg…,289085 +1,"RT @1followernodad: parent: I'd do anything for my children! + +Scientist: here's how to stave off climate change so your children can stay o…",682447 +0,@jbendery nailed it until the climate change part. What a mental nutcase.,605734 +-1,@Marakkel @pennjillette @Showtime lol - I'm watching episode III right now ('climate change sensationalism is Bulls… https://t.co/yr8ayNKVcg,898206 +0,"Good luck with that: +UN meeting urges ‘highest political commitment’ on climate change https://t.co/RwlSX8fIUX",632119 +0,"RT @colesprouse: -In a strange twist, fear of human extinction by global warming evaporated as the more threatening fear of global annihila…",830808 +1,RT @rabihalameddine: Trump calls global warming a Chinese hoax. Clinton emails.,207793 +2,RT @nytimes: Senator Tim Kaine challenged Rex Tillerson on his climate change views https://t.co/mKq8qTQga2 https://t.co/XBxXvvMZnv,636647 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,413434 +2,Celeb-packed 'Years of Living Dangerously' wants to make climate change a voting issue https://t.co/79YPys4Yru @YEARSofLIVING,517130 +2,"On climate change, Scott Pruitt contradicts the EPA’s own website -#pruittresign #climatemarch #ClimateChangeIsReal https://t.co/YDa3dmvGyU",621502 +1,"RT @NatGeoChannel: Watch #BeforeTheFlood right here, as @LeoDiCaprio travels the world to tackle climate change https://t.co/LkDehj3tNn htt…",542357 +2,UC Davis Int. Chancellor @ralphhexter joins call for action on climate change https://t.co/U82jrOef2W https://t.co/kf5aYf00J3,641145 +2,"RT @Independent: 22 MIT climate scientists tell Donald Trump: Don't listen to our retired colleague, climate change is real https://t.co/og…",585073 +-1,Exactly how does it prove climate change? Temperatures change day to day which is normal. There are such things as… https://t.co/ySnc98k8KW,133262 +2,Kerry says he'll continue with anti-global warming efforts https://t.co/p3br7dwYzg,93717 +2,"Scientists are getting better at linking extreme events, such as wildfires, to climate change - https://t.co/tMPRMIJF1W #GoogleAlerts",62469 +1,RT @SebDance: As depressing as it is predictable. Trump getting ready to junk American leadership on climate change. https://t.co/9s3VXMFP80,286038 +0,Leader of the 'free' world on climate change: https://t.co/ARNZ9x0mPG,448942 +2,RT @PolitiFact: .@EPA head Scott Pruitt: CO2 is not 'primary contributor' to global warming https://t.co/1hNX7ts5Qa https://t.co/pg2ybNdGra,497025 +-1,RT @australian: Iconic Australian satirist Clive James has penned a savage essay on climate change alarmism https://t.co/Qkp2ep4QQg,410093 +2,"RT @americamag: Pope Francis to activists: Stand with migrants,don't deny climate change, there's no such thing as Islamic terrorism https:…",940943 +1,"RT @DanSlott: Reminder: Trump factored in the REAL world effects of climate change, when it came to protecting his golf course... +https://t…",541829 +1,Nuclear is not the solution to climate change. There are better options https://t.co/ZhdjprM4iw,433215 +1,RT @kurteichenwald: Conservs can keep pretending climate change is a hoax but other countries arent gonna be putting up with it anymore. ht…,875790 +0,"RT @hankgreen: Legit question: If you don't think people are causing global warming, do you have theories about why Democrats/ progressives…",877467 +1,How can we save the planet and stop catastrophic #climate change?: Socialist Worker https://t.co/wwna0ccPwv #environment,878660 +1,RT @UnisonDave: Three things UNISON members can do about climate change today/this weekend! #ScotPfG https://t.co/0r5qOnNamt,543628 +2,How we can limit global warming to 1.5°C https://t.co/aTdwg1qBP1,3332 +1,RT @CatherineForNV: I believe in science. I believe in climate change. Let's protect our precious resources including the air we breathe &…,64035 +2,UK https://t.co/E1rEoP1hQo Cainey said that she was yet to see government rhetoric on climate change issues matched by policy commitments,906240 +1,RT @cardiffmet: Want to improve people's health; tackle the effects of climate change or help people stop smoking? Come & study…,974116 +1,RT @SenSanders: We have a president-elect who doesn’t believe in climate change. That’s frightening for this country and the world.,639182 +1,RT @kurteichenwald: Conservs can keep pretending climate change is a hoax but other countries arent gonna be putting up with it anymore. ht…,959687 +1,Hopefully someone had the foresight to consider climate change when the Ethiopian Renaissance Dam started to be so… https://t.co/T6K36mwVUJ,870494 +1,@GeneVricella @nytimes He has invited scientists and engineers to France to help fight climate change!,835178 +1,"RT @robfee: 'lol climate change isn't real, you idiot.' - Guy that DVRs 8 different 'Searching for Bigfoot' shows",806874 +-1,i'm skeptical of everything n climate change doesn't get a pass from my skepticism just because it's widely accepted,813423 +0,"RT @Jamienzherald: Cross-party action needed on climate change, says @GenerationZer0. Look out for GLOBE NZ report on Tuesday https://t.co…",97039 +1,Is this what will make people finally care about climate change?? https://t.co/g006RODpVF,367677 +1,"RT @LastWeekTonight: To find out who exactly your representatives are so you can see what they think about climate change, go here: https:/…",723039 +1,RT @mishacollins: Good point! @realdonaldtrump IS the candidate who might end global warming by bringing us nuclear winter. DON'T BE…,106270 +2,Teens suing US over climate change ask for #Exxon’s ‘#WayneTracker’ emails https://t.co/zJbWQkZybQ,768262 +1,RT @AltUSPressSec: Thinking winning a single GA race means you're on top is like thinking climate change isn't real because it snowed once.…,886081 +2,Bird species vanish from UK due to climate change and habitat loss https://t.co/3CjQuwtEWw,764693 +1,"RT @KimmiSmiles: Trump is racist, misogynistic and denies the existence of global warming... How can someone like that be the head of the U…",346076 +1,"RT @ddlovato: #IVotedBecause I believe in equality, we need comprehensive immigration reform, I am pro-choice and global warming IS real. #…",573720 +2,"RT @guardianeco: Indigenous rights are key to preserving forests, climate change study finds https://t.co/h2dQfSeB1F",321827 +0,I liked a @YouTube video from @janhelfeld1 https://t.co/1eUfXTPzS5 Mining lobbyst explodes on climate change,334346 +0,"The most outrageous recent column in the NYTimes wasn't about climate change. It was an apologia for Marine Le Pen. + https://t.co/nCbKZG94BT",234316 +-1,RT @RedNationRising: It's very profitable to be in the global warming hysteria business. #JunkScience #RedNationRising https://t.co/Y9D40mI…,121820 +1,RT @SenSanders: We have a president-elect who doesn't believe in climate change. Millions of people are going to have to say: Mr. T…,721954 +2,"From racism to climate change, American CEOs keep turning on Trump https://t.co/q0noFhrlhC via @CNNMoney",834960 +1,RT @HarrietSergeant: At last a book on climate change that says the number one solution is family planning. Why do we tip toe around thi…,162451 +0,You lot. You spend all your time thinking about dying. Like you're going to get killed by eggs or beef or global warming or asteroids.,398616 +2,RT @drmichellelarue: Penguins quickly disappearing from Antarctica due to climate change https://t.co/gYpMYBSfil,779371 +1,@POTUS @Space_Station @NASA but still don't believe NASA scientists when it comes to climate change #climatechange,109746 +1,Opinion: Why Donald Trump can’t put the green genie back in the bottle on climate change https://t.co/83Xh9RKccK https://t.co/jJ3ydRyDUt,404807 +1,i legit just saw a tweet that said 'god is gonna fix climate change' BITCH HES LAUGHING AT OUR FAILURES,46011 +2,Could mutant plants save us from global warming? - Christian Science Monitor https://t.co/Y6w3pQnhQM,230105 +0,@violxncee this woman has climate change sorted,150521 +1,"RT @CarolineLucas: Donald #Trump isn't just bad news for the US – when it comes to his #climate change beliefs, he's a danger to us all htt…",995775 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,114370 +-1,RT @realDonaldTrump: It’s snowing & freezing in NYC. What the hell ever happened to global warming?,165374 +2,"RT @AP_Politics: Thousands of people across US march in rain, snow and sweltering heat to demand action on climate change: https://t.co/JKI…",639829 +0,@FilterlessBeast @TrueFactsStated @LiberalLab I support blue lives I'm gun owner. I believe in climate change don'… https://t.co/FJEUhei6kG,365914 +2,"China leading the way, while American climate change deniers sit in the White House. https://t.co/TYsvKzmdYq",676201 +1,RT @SenSanders: If we don't address climate change there'll be more conflict over limited resources. We must listen to scientists not fossi…,478403 +1,RT @bananabillll: When animals are going extinct at an alarming rate and global leaders think climate change is a joke https://t.co/j0OHuZm…,363533 +2,RT @StanfordEnergy: Scientists @Stanford sign letter rebuking @EPA's Scott #Pruitt on #climate change: https://t.co/lXrLRAbGVP https://t.co…,877608 +0,RT @ItsNickBean: Umm global warming .. never heard of that never thought that ummm what is that ? https://t.co/mjyWKKQoz8,213905 +1,RT @incubatoru: Knowing that climate change is real this is truly turning a crisis into an opportunity. https://t.co/lt8XiYIdN5,587065 +1,@CentreEnvRights @Earthlife_JHB taking on SA’s first climate change lawsuit #resist @greenpeaceafric https://t.co/Tmi2O7WEyU,451777 +1,RT @weirdoconbeardo: That feeling when a climate change denier is confirmed as the head of the EPA. #Resist #DayOfFacts #StopPruitt https:/…,589540 +1,RT @ElizabethMay: Noam Chomsky: Donald Trump's election will accelerate global warming and humanity's 'race to disaster' | https://t.co/1hQ…,468485 +2,"RT @Planetary_Sec: The ‘catastrophe’ coming to East Africa that shows the true extent of climate change + +https://t.co/uXPqkEjgHB…",20744 +1,"RT @JuddLegum: Oklahoma hits 100 ° in the dead of winter, because climate change is real https://t.co/hKGSndccru https://t.co/aZU9svJrW7",446652 +1,RT @cjboehner24: donald trump thinks global warming was made up by china lol,984550 +-1,RT @ColumbiaBugle: Al Gore's current house. It must be great making money off of climate change paranoia! https://t.co/gizQmV0UvA,443648 +0,RT @hip2jive: This is absolutely a message to the world. I can only imagine how the climate change chat went just prior https://t.co/c68NuZ…,176731 +1,"Go France! ���� transitioning away from fossil fuels is vital to limiting climate change #climatechange #G20HAM17 +https://t.co/w0PRt37cmQ",574189 +1,RT @Green__Century: Our Latin America Forest Protection Initiative organized investors w/ $617B to fight deforestation & climate change…,58422 +1,"RT @kelkulus: Irony: Florida, a state in danger of being washed away due to rising sea levels, just elected a guy who denies climate change…",503182 +2,RT @WorldfNature: The Economist explains American policy How will the candidates deal with climate change? - The Economist (blog)…,817518 +1,RT @Kennedy_School: Does ‘shaming’ work as a strategy for combatting climate change? https://t.co/M4x9LBWnaT,412563 +2,RT @guardian: 'We don't know that yet' – EPA head Scott Pruitt denies that carbon dioxide causes global warming…,702797 +1,RT @YEARSofLIVING: Why California's climate change fight is also about public health. https://t.co/iPxzpAtgVi via @TIME,257612 +1,Glorious leader action on climate change thoughtcrime double plus good. https://t.co/MPaIz2fIJ0,525610 +0,RT @BellaFlokarti: Abbot showing his colours on climate change. Hey Tones no one cares what you have to say https://t.co/wQYymA7eKp,251057 +2,"Did Michael Gove really try to stop teaching climate change? - BBC News +https://t.co/8MPYsEDEZB https://t.co/tt0Kf0lb6r",829541 +1,"Perhaps apart from climate change, this will likely be the biggest threat ignored by the incoming administration +https://t.co/3V2a1uZgB5",477433 +1,the absolute worst part about climate change is that it’s november 10th and i’m still getting mosquito bites,206239 +2,RT @NYTScience: Donald Trump could put climate change on course for the 'danger zone' https://t.co/FLz8FMN4uJ,981034 +1,"So Ms lizard gets into bed with the DUP founded by paramilitary, climate change deniers, anti women's rights, abortion, LBGT O the irony",329929 +1,RT @jswatz: Mesmerizing: See how climate change and human action alter the landscape. @dwtkns @henryfountain https://t.co/jO8YxlmKDz,147002 +1,@SarahWPoljanski fair but to insinuate like Trump has done that Human action has not led to the drastic climate change were seeing is insane,759781 +1,RT @citizensclimate: Need an infusion of energy and inspiration to fight #climate change? Attend a CCL regional conference near you:…,902166 +1,RT @MontyHalls: Just dumbstruck by what has happened in the US. The only major global leader who thinks climate change is a hoax is now in…,132932 +1,RT @ClimateCentral: Remember that climate change lawsuit filed by 21 kids in Oregon? It's moving forward... against Trump https://t.co/E63s…,42166 +-1,RT @TomiLahren: Proud our POTUS is placing American jobs over the feelings of the climate change alarmists! #GreatAmerica,799804 +1,"@Rorymcmonagle I was thinking from a global warming perspective, each extra person contributes loooooads of CO2 over a lifetime.",813556 +2,RT @MargaretAtwood: A million bottles a minute: world's #plastic binge 'as dangerous as climate change' https://t.co/jbi6lieDKP,542769 +-1,RT @OttawaPolitico: I am so sick hearing about climate change from this government. It is simply an easy file or do we not have other issue…,280339 +2,Seth Meyers blasts Trump's 'dire' attitude toward climate change: 'It's literally life or death' https://t.co/CgP3D55k5f,822164 +0,RT @opiecomments: @Goy_Orbison @MiriamIsa Hillary's been in charge for 20 years. 'They' blame climate change on the new guy.,521096 +1,These graphics show how terrible climate change was in 2016 https://t.co/t15BHqHlPq via @TheWorldPost,739942 +1,"RT @WWFCanada: Shrinking sea ice - due to global warming - is putting seals, fish, wolves, foxes and polar bears at risk. https://t.co/kSSK…",618769 +0,RT @felixsalmon: This thread is fascinating: A huge swathe of America thinks (a) that global warming is happening; & (b) most scient…,114513 +1,RT @JuddApatow: Ivanka Trump is so concerned about child care issues but I guess she doesn't care what polluted air and global warming will…,384689 +1,"RT @jackTweets11: To all #Deplorables that can read this, your hatred of Al Gore doesn't make climate change any less real. ������ https://t.c…",688431 +1,RT @SenSanders: Trump's position on climate change is pathetic and an embarrassment to the world. https://t.co/K2bspoh28D,993439 +1,"is it really a surprise that oil giants were always wise to climate change? + +#Shellknew - @Shell just didn't care + +https://t.co/grH7VQ7Bri",635725 +2,"RT @nytimes: 'Without bolder action, our children won’t have time to debate the existence of climate change,' said Obama… ",564834 +2,Is climate change responsible for record-setting extreme weather events? https://t.co/NEbTnQHjZa,827018 +1,RT @DMReporter: YOUR COMMENTS: Daily Mail readers debunking climate change contains so many levels of stupid I can’t count them all… https:…,338803 +2,"RT @WestWingReport: 'Take that Polar Bears,' says one sign at anti-climate change treaty gathering outside White House https://t.co/mRA511w…",61136 +0,"RT @ULTRAVlOLENCE: Interviewer: 'What do you think about global warming?' +Melania Trump: 'Hello... He's kind he's strong, he's a great... c…",4239 +1,I hope WV and @SenCapito believe in global warming. If so please don't support @AGScottPruitt,388880 +0,@Gladaman Blime! What is global warming going to do to us next?,430243 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,189700 +1,"RT @ZEROCO2_: Marine ‘hotspots’ under dual threat from climate change and fishing https://t.co/absOFdRzrk #itstimetochange #climatechange,…",184504 +2,"https://t.co/h8EblcOonY +Scientists tell Trump to pay attention to climate change +#climate #science #policy https://t.co/1NV8xSLsah",748597 +2,Scorching heat from this 'artificial sun' could help fight climate change https://t.co/tBXaQoZVNk https://t.co/DSvbJknmtM,297922 +1,RT @SethMacFarlane: HRC proposes installing half a billion solar panels by the end of her first term. Trump thinks climate change is a hoax…,647977 +-1,"Why liberals care about climate change, but not abortion https://t.co/ZH8vG00K5o #MAGA",140153 +-1,@JasonMiles @benshapiro @gabriellahope_ about as scientific as climate change!,645134 +1,RT @MillarSusanna: Talked to lots of people about the importance of strong #bcpoli on climate change #BCNDPaction https://t.co/2qs7hFePUe,574181 +1,RT @jaraparilla: While @TurnbullMalcolm is lunching with a guy who has claimed that 'climate change is a myth'... #MarchforScience…,551185 +1,"RT @startthemachine: The White House website no longer has a section on climate change, healthcare, civil rights, or LGBTQ rights.",881273 +1,I believe global climate change is occurring and I believe that humans are a contributor to global climate change.,316373 +0,Fuck global warming,147329 +1,RT @injinnyous: @funder @LouiseMensch @TrueFactsStated @counterchekist Wondering if DT believes in climate change now ��#Houston,518874 +1,"Lois Barber: Nuclear weapons, climate change reasons to back Clinton: Trump has called for a huge military bu... https://t.co/At2JaFyMUv",606896 +-1,"RT @realDonaldTrump: It's freezing outside, where the hell is 'global warming'??",184813 +1,"RT @DonaldJOrwell: February 2015: Oklahoma Senator Inhofe holds up a snowball to 'disprove' global warming. +February 2017: Norman, Oklahoma…",497124 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,461728 +1,RT @justicedems: Devastating storms world wide should make climate change difficult to deny https://t.co/hnHj2tSDPk,527700 +2,RT @angellbot: China slams Donald Trump’s plan to back out of climate change agreement https://t.co/w976Xy00VR,442170 +1,RT @LocalNet_Water: Lost / future worlds: impact of long-term climate change @royalsociety early career researcher poster opp…,197183 +1,Some clear and concise info on climate change. https://t.co/0VHWlg73uD,808276 +2,RT @sacbee_news: Octopus in the parking garage is climate change’s canary in the coal mine https://t.co/nK9WwDBQvD https://t.co/JPlFKOiZa9,757163 +1,"RT @ChrissyBartelme: Now is the time to take ACTION on women's rights, LGTBQ rights, climate change, conservation, and basic human right… ",194380 +1,"#DonTheCon idiotic tweets on climate change. + https://t.co/1BtAGsgGHA",554742 +1,The dirt on tourism and climate change https://t.co/EGLGQ5ykTE #Green #Eco #Sustainability #Futurism #Grassroots... https://t.co/Mdoy9Q4oAd,85558 +1,RT @Fusion: America is about to become the only country in the world with a leader who doesn’t think global warming is real.…,419720 +2,Kids are taking the feds -- and possibly Trump -- to court over climate change https://t.co/gwOyoWo8Sh by #CNN via @c0nvey,390889 +1,RT @wesnerlab: Eunice Foote knew more about climate change in 1856 than Scott Pruitt knows in 2017. https://t.co/6XSloAtUSg,847565 +1,@Derds @PeterBaynham also he believes global warming is a myth. That alone might wipe us all out,462759 +0,@HillaryClinton Crooked Clinton will act on climate change only if it enriches her.,697048 +-1,RT @SteveSGoddard: Darn you global warming! https://t.co/P1OQkbmiAO,385714 +1,learning abt climate change is so depressing what the hale,379705 +1,"RT @WorldBankWater: #Water scarcity could cost countries up to 6% of GDP by 2050. Follow us to learn more about water, climate change, pove…",379913 +-1,RT @ScottInSC: While you were teaching your son about climate change and feeding him soy milk Islam was teaching their sons to kill your son,286100 +-1,"RT @realDonaldTrump: It's freezing outside, where the hell is 'global warming'??",168577 +1,"Perhaps real climate change mitigation, adaptation and resilience action would have been a better idea after all' https://t.co/biPAwsQWnv",424000 +-1,wonder how long it will be before John Kerry blames the latest attacks in London on climate change??,814439 +1,RT @Davos: Chad is more vulnerable to climate change than any other country. This is why https://t.co/OtyVfLq3FP https://t.co/0gzGJWYOa5,409457 +1,Think we will have less 'conflict' globally with isolationist #Trump? Refusal to address climate change will create suffering & instability.,514319 +1,"RT @ClintonFdn: We support: +✔︎ girls & women +✔︎ strong economies +✔︎ global health & wellness +✔︎ communities fighting climate change… ",792945 +1,"RT @justbenkaplan: >Denies climate change +>thinks chemtrails exist +>Claims Bill Nye doesn't know science +Okay sweetie we all believe y…",640149 +0,RT @WISTERIAJACK: polar bears for climate change https://t.co/ekeInuXuf5,664794 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,681531 +0,Kentut sapi termasuk penyebab utama global warming #dfact,60563 +1,We need nuclear power to solve climate change | Joe Lassiter https://t.co/3sN4SewYd3,201001 +1,RT @gregpizarrojr: Impeach President Trump since he doesn't believe in climate change. #StepsToReverseClimateChange,772656 +1,"RT @rvngintl: while enjoying this serene february weather, remember the small ways to curb climate change and the big dummies who don't bel…",57856 +1,"RT @ddlovato: #IVotedBecause I believe in equality, we need comprehensive immigration reform, I am pro-choice and global warming IS real. #…",310299 +1,RT @wef: India planted 50 million trees in a single day to help fight climate change. Read more: https://t.co/6iiSQ05Jw1 https://t.co/sHaw7…,271575 +1,RT @angelacdumlao: RT if you believe in climate change and lesbian mayors https://t.co/h64J3QLYvN,886725 +2,RT @MichaelEMann: 'Scientists say it could already be 'game over' for climate change' by @DavidNield of @ScienceAlert: https://t.co/VIBUfK3…,16801 +1,"@WideAsleepNima more mandate for climate change legislation/programs, even if incremental, better than zero",290509 +0,@GeorgeFFrazier @brithume Wow using antisemitism to describe climate change. I am going to unload a can of aerosol in your honor snowflake.,901103 +1,RT @ryanlcooper: keeping global warming below 2 degrees is done. kaput https://t.co/7rBzvrtC7M,970666 +-1,"To all of you climate change alarmists: + +The planet is 4.5 billion years old.. + +#Period #ParisAgreement",615903 +1,Green #architecture is inevitable if we are to fight climate change https://t.co/Yj97hFzZXG @YourStoryCo https://t.co/p1ODhdPanB,87911 +1,"RT @LCVoters: 'Creating a feminist, fossil fuel free future!' Nepali activist on US responsibility for climate change & to fix it…",102585 +2,@CBCNews Is climate change making us sick? --> https://t.co/4tkY1W2P4V https://t.co/6oYuxs60dy,43134 +1,RT @MichaelEMann: 'Climate change truth' | My LTE in the @CurryPilot debunking an Oregonian climate change denier:…,421348 +1,"RT @muschifuss998: #Idiotocracy 2017 + +#Trump: 'Nobody really knows' if climate change is real' (well, only 97% of climatologists do) +https:…",33253 +1,Mom won't watch crime shows cuz she doesn't wanna hear about bad things. Glad to see the President's applied her approach to climate change.,801690 +1,RT @AltCaStateParks: The only disagreement over human impact on climate change comes from those with $ to lose from loss of fossil fuels an…,742826 +1,"@mannreagan @washingtonpost when it's global it's not weather, it's climate change.",288264 +1,RT @lifeaseva: Taking shorter showers and buying reusable bottles won't stop global warming. It's the main result of our agriculture demand…,386959 +1,"RT @ClimateReality: #ClimateFact: When we burn fossil fuels, we’re driving climate change. Learn to #LeadOnClimate in Pittsburgh:…",502759 +1,"How to green the world's deserts and reverse climate change | Allan Savory https://t.co/fRt7oQM4yY via @YouTube +#desert #mimic #nature",949098 +0,Plus loads of land that no doubt benefits from EU policies on farming & global warming. #hypocrite https://t.co/gLaAu35GDE,118379 +0,"Trump patience is over wt North Korea, is dat a solution to global warming?.",905848 +2,RT @ajplus: A @BadlandsNPS' employee went rogue and tweeted out climate change facts from the official account.😏 https://t.co/iDSEJ7Y48u,734712 +1,"Cities,focused on sustainability, cost reduction & effects of climate change are investing big in #renewableenergy .https://t.co/5yFEpntM1Q",844165 +2,"RT @WSJ: CDC postponed meeting out of caution following election of Trump, who has called climate change a hoax https://t.co/kd53Dk6hJU",153749 +2,RT @CNN: Kids are taking the feds -- and possibly Trump -- to court over climate change https://t.co/oGw21W7Skw,167819 +1,RT @jolenexo_: Hi! I'm Jo'lene and I study how forest ecosystems are responding to climate change. #actuallivingscientist…,271926 +0,@TylerAnderson1 @NASA The linked article is science. And I know at least one world leader that has said that climate change is not real.,313883 +1,RT @EmperorDarroux: How to become an active member in the fight to mitigate climate change https://t.co/VqXDe0wzxM,563982 +1,RT @granulac: it's cool and sick how in 2017 we're still in the 'frantically providing evidence' stage of climate change,412826 +2,RT @3undzwanzignet: Record-breaking climate change pushes world into ‘uncharted territory’ https://t.co/uXYdN7MncV https://t.co/KIWKMrKZX9,233795 +1,"RT @NatGeoChannel: Watch #BeforeTheFlood right here, as @LeoDiCaprio travels the world to tackle climate change https://t.co/LkDehj3tNn htt…",446016 +1,um what about climate change/global warming? https://t.co/zBIrTvyr6W,498442 +-1,@GDamianou fish and birds dying all over the place and they try to associate it with global warming,538239 +1,RT @SenSanders: We have a president-elect who doesn't believe in climate change. Millions of people are going to have to say: Mr. T…,297200 +1,"RT @CECHR_UoD: Call for papers +Special Issue on 1.5°C climate change #COSUST +https://t.co/FVluSALY26 +#transformations #mitigation…",324155 +1,RT @greenhousenyt: Trump names climate change denier as his top person to set direction of federal agencies that address climate change htt…,459903 +1,#flu dramatic climate changes in India favouring infectious diseases to grow. #stayprotected,970670 +2,RT @dupuisj: Energy Department climate office bans use of phrase ‘climate change’ https://t.co/c067ogTBMi,521239 +1,"@tinahalada U should watch @Cowspiracy , super interesting & explains the real cause of global warming :)",475072 +1,Unite in the fight against climate change. Take the pledge » https://t.co/GyMJWut9QH #COP22 #EarthtoMarrakesh @ConservationOrg ðŸŒ☀⛅â˜⚡☔🌱🌳🌲,625280 +1,Visit https://t.co/7CD4rZm2ns to know more about recent research on climate change impacts on ice loads for transmission lines across Canada,732220 +1,RT @ClimateComms: Don't miss Ben Santer’s passionate plea for us to reject ignorance and embrace action on climate change. https://t.co/3Ni…,592103 +1,"Powerful. Insightful. Empathetic. This man should be leading the EPA, not climate change-denier Pruitt. https://t.co/JFir8V5y7p",568225 +2,RT @BraddJaffy: Rex Tillerson in focus as NY AG expands sweeping investigation into whether Exxon misled investors on climate change https:…,855944 +1,"The Guardian view on climate change: Trump spells disaster + +https://t.co/wZzkPmoPd8",520364 +1,"RT @brxwncanadian: Trump literally said hes pullin out of Paris climate change agreement…That will cause a ripple effect, eventually l…",409568 +0,RT @savetheredwoods: Ecologist Todd Dawson describes how redwoods use fog & how drought & climate change impact forests. @scifri #Scien…,7044 +2,1 News •Â '‘Fight against climate change is a moral obligation’' via @233liveOnline. Full story at https://t.co/j7W89CP1NS,969206 +1,RT @jamieszymko: Wow. Sturgeon's climate change deal really has had an immediate impact! �� https://t.co/9KxUrSHp8c,999179 +1,"RT @jason_koebler: Vancouver (as in, the entire city) is considering retreating from the coast in response to climate change +https://t.co/…",399482 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,292339 +2,Kerry says he'll push anti-global warming pact until administration's final day: LeGlobalIsTe https://t.co/IPPUqL7bDd #climate #environment,232968 +0,so climate change is crazy,13101 +0,RT @JimStorrie: haven't solved poverty or climate change but at least now your pants can tell u if ur hitting that downward dog https://t.c…,871701 +1,"RT @PoliticKels: Don't worry about global warming. We're going to build a new Earth, a bigger Earth, it will be the best Earth ever #TrumpN…",298863 +1,"Trump can't even convert F to C or even now what LCL BUT YET, He want to talk about climate change like he has a PhD in climatology.",559067 +1,RT @NatureNews: Donald Trump should start his presidency by dropping his pantomime-villain act on climate change…,199393 +1,"RT @Snailphanie: Great remarks from @LizHansonNDP. @YukonNDP will keep on fighting for climate change, reconciliation, health care!…",287553 +0,@INTLROLEPLAY She likes to talk about global warming @baebchuu,168377 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,600902 +1,"RT @SenFeinstein: (1/3) The president may think it’s a hoax, but millions of Americans are already feeling the effects of climate change. #…",650297 +2,G7 summit ends without agreement on climate change https://t.co/aAFv52RZc5 https://t.co/b6HRplvOqZ,486372 +1,RT @JustinTrudeau: Down to business with Premiers & Indigenous leaders - working on our plan to fight climate change & leave a better…,106239 +1,RT @NRDC: Securing a future for coral reefs will require urgent action to reduce global warming. https://t.co/9J347yTJzJ via @NPR,508490 +2,Commonwealth Bank shareholders sue over 'inadequate' disclosure of climate change risks https://t.co/I7pc0JuKjq,819986 +2,"RT @ConversationUK: Huffington Post, BuzzFeed and Vice are blazing a new trail on climate change coverage https://t.co/7AobbHEaTY",514254 +1,"RT @williamlegate: @realDonaldTrump @NASA +Exxon & other oil companies have known about global warming since the 70s… +https://t.co/iS0B81IY…",495395 +1,RT @jilevin: WATCH: The Weather Channel debunks Breitbart’s bogus claim that global warming isn’t real https://t.co/vzyS2FhPnx via @Salon,272415 +1,"RT @NatGeo: Bringing together geologists, engineers, agronomists and more, this book offers 100 solutions for global warming https://t.co/p…",187003 +1,RT @AdamBandt: This is what climate change looks like. https://t.co/yaQmEqXwEQ,586157 +1,RT @bmar315: We voted in a guy who thinks global warming is fabricated... backwards,794924 +2,"RT @IET_online: Just as coral reefs can act as a natural archive of climate change, so too can the ice at the Earth’s poles 🌎… ",821523 +1,RT @davidsirota: This would be big news...in an alternate universe where media cared about climate change's threat to all of humanity https…,280722 +1,"RT @pwarburg: Great column by @AmyAHarder on corporate reckoning with climate change, defying Trump denialism. https://t.co/vSu1YJ2FPo",464030 +1,RT @SethMacFarlane: HRC proposes installing half a billion solar panels by the end of her first term. Trump thinks climate change is a hoax…,520403 +0,Britain faces '1000 year ICE AGE' due to freak climate change https://t.co/skVI0r0NKX I am neither endorsing or debunking this allegation.,762399 +1,"Agriculture across Africa must undergo a significant transformation to meet the multiple challenges of climate change, food insecurity, mal…",245877 +1,RT @ClimateCentral: 'Trump's proposal has put in place worst-case scenarios with respect to defunding efforts to combat climate change' htt…,917509 +0,@alipalajulieINQ @iammarlonramos pati daw global warming sya na din may kasalanan,842420 +1,@realDonaldTrump how many will die from unchecked humankind climate change? You Fucking Idiot,445140 +1,"RT @1followernodad: parent: I'd do anything for my children! + +Scientist: here's how to stave off climate change so your children can stay o…",187199 +2,RT @Seasaver: Great Barrier Reef just the tip of the climate change iceberg https://t.co/XCIDldHkgk @smh,330075 +1,RT @Fusion: A reminder that we have an EPA chief who doesn't understand carbon dioxide's impact on climate change:…,131559 +1,RT @RealDonalDrumpf: So glad to have keen intellect like @mike_pence by my side as we take on hoaxes like climate change & being born gay h…,472072 +1,@LoveMyCymba This kind of tweet shows an ignorance that doesn't understand climate change as a global impact. A nic… https://t.co/oQ5VqSeUlM,767522 +1,"This may be the most audacious plan yet to combat global warming. + +Via NBC News MACH https://t.co/imP7ZoFvGK",28999 +1,"RT @nav_bhangu: You really wanna tell me why we elected a president who thinks climate change is a hoax, yet its 60+ degrees in NOVEMBER????",54274 +1,"RT @SethMacFarlane: Are we looking at an America that officially believes climate change is a hoax? Sorry, everybody else.",671292 +1,RT @KamalaHarris: I’ve defended CA’s landmark climate change law from challenges by the biggest polluters and I’ll also use that same fight…,831015 +0,RT @gregpizarrojr: Someone tell global warming that it's the #firstdayofspring. #MondayMorning,417945 +1,This is an important meeting regarding the cross-party response to climate change. Please share widely...… https://t.co/V9rZKqni8t,544334 +1,"RT @d_dollarbill: the DUP are: +climate change deniers +anti lgbt +anti abortion +religious fanatics +supported by terror groups + +and our potent…",372514 +1,"@GaryJoh91256633 All climate change deniers. All anti-choice supporters. All misinformed about history. Yep, reassuring.",840343 +1,"How to fight global warming https://t.co/AU5cqWvWpi | etribune, World",986648 +1,RT @LOLGOP: Looking forward to the Trump administration announcing it fixed climate change. https://t.co/lvGqVkPD4X,243086 +0,"Recom Reading: @IEA report interested energy, climate change & economy and policy transition requirements. @IEABirol https://t.co/KRoJ66vqIE",55760 +1,Rex Tillerson refuses to admit #ExxonKnew about climate change decades ago https://t.co/tfaRIKJDe5 via @HuffPostPol,584189 +1,RT @AndersWijkman: Anyone surprised? Trump + Putin in the same camp 'Putin says humans not responsible for climate change https://t.co/IJAY…,95716 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,591394 +1,Leo DiCaprio whining about his future kids not being able to see snow when the best way to stop climate change is to not have kids. 😒,286263 +-1,"RT @Cernovich: Same 'experts' who said Hillary would win claim 'climate change' is real. LOL! Go away, morons, you know nothing and you los…",936626 +1,".@pthompson146 Also, global warming is a very real thing, and doesn't just threaten humanity, it threatens the godd… https://t.co/Jt2JN7CmoF",313167 +1,RT @ClimateOfGavin: Hearing aims: 'to examine sci method & process as it relates to climate change' also 'underlying science that helps inf…,170759 +2,"RT @nytclimate: We may need a new name for permafrost: more than expected could thaw in coming years, contributing to climate change +https:…",593381 +1,I just hope that we'll actually start to care about our planet and help stop global warming,835398 +2,Vatican urges Trump to reconsider climate change position https://t.co/HvjBafYvZV #topNews #TopNews https://t.co/Rlvpux6Ii5,565987 +1,"RT @ClimateReality: Despite what Mulvaney says, fighting climate change is not a “waste of money” – it’s an investment in our future. https…",650498 +1,RT @BernieSanders: #ImVotingBecause the future of the planet is at stake. Hillary Clinton will combat climate change. Donald Trump thinks i…,172118 +-1,"Famous global warming blizzard---->Climate change fail: California hammered with rain, snow after alarmists pred... https://t.co/H2kijLZnjh",890823 +2,California GOP ousts Assembly leader who cooperated with Democrats on climate change https://t.co/NTDbPi4yoX via @WSJ,717751 +1,RT @SherylCrow: Very sad to hear our congressperson @MarshaBlackburn is a global warming denier. She must know more than all the s…,38088 +2,Record-breaking climate change pushes world into ‘uncharted territory’ @dpcarrington reports https://t.co/whjjFhTOA8,216885 +1,RT @KatrinaNation: Trump’s denial of catastrophic climate change is a clear danger https://t.co/KWRCXGruUk,386623 +0,RT @charlesmilander: Trump? Whatever. Al Gore says we`ll cope with climate change - CNET https://t.co/clYeKojLXw #charlesmilander https://t…,759202 +1,"anyone supporting Trump's views on climate change,selfish narrow minded people,think of ur grandchildren &the earth you want them to live in",179533 +1,RT @audubonsociety: .@SenatorCollins: We need an @EPA nominee who is committed to common-sense solutions to address climate change.…,522097 +1,Maybe we can revert global warming after all. https://t.co/3J8KbWQlGp,555488 +1,RT @MikeBloomberg: Climate of Hope is an optimistic conversation about climate change with real solutions. https://t.co/fo2bOnQDZ3,349285 +0,RT @MeninistTweet: if global warming isn't real then explain this https://t.co/Skrb3P8ubK,358273 +1,"RT @Drops: 2010-2017, so sad to see what climate change has done to the Grand Canyon �� https://t.co/e5HWO5BJ8t",328589 +1,"RT @EricHolthaus: It may make deniers like @JimInhofe blush, but climate change is changing big snowstorms, too. + +Here’s the science: + +http…",644821 +1,"Why are scientists resurrecting woolly mammoths? To fight climate change, of course. Get the whole story and more i… https://t.co/ZSIObQBkfg",376248 +-1,RT @darrylpetitt: @JrcheneyJohn @Nopropaganda Van Jones - A radical Communist who hates whites and wants to push climate change to increase…,686309 +2,RT @sfchronicle: Is Trump’s victory game over for climate change progress? https://t.co/dvuzFZxQiB https://t.co/pFohOk2bDl,845202 +1,RT @TreesforCities: Local communities don’t have to wait to take action when it comes to mitigating the effects of climate change https://t…,853804 +2,RT @AidNews: Paris Agreement now in force: a defining moment in fight against climate change https://t.co/v7C3oXm7rz,54420 +-1,"RT @Rabiddogg: @exjon @KathyMschotschi why don't we take money from the global warming hoax and fund science with it, will it shut…",711153 +1,"RT @eemanabbasi: When even a lil birdie knows only Bernie will fight to delay global warming and protect her home 😍😌 +#Birdies4Sanders +https…",500521 +-1,"RT @StacyBrewer18: My dad's a Scientist so I learned from the best. Sorry dude, climate change IS about wealth distribution. https://t.co/U…",451496 +2,RT @Russ_Shilling: White House disbands climate change federal advisory committee: Report https://t.co/wSvQn2OgRC,949777 +1,RT @wef: This man is battling climate change by building artificial glaciers in the Himalayas. Read more:…,278550 +1,RT @MarkRuffalo: One of the most troubling ideas about climate change just found new evidence in its favor - The Washington Post https://t.…,367653 +0,"RT @WendySiegelman: @maddow Why does Arctic Yamal LNG project matter? There's big $ for Russia if global warming thaws ice, opens shipp…",219875 +2,RT @ksheekey: Michael Bloomberg meets Emmanuel Macron as his drive to honour Paris climate change pact gathers pace https://t.co/avdLAh6SnH,997148 +2,China to Trump: Why are you blaming us for climate change? https://t.co/8n3STr2rQu https://t.co/DAJr0PI4By,855429 +-1,RT @a8d05d0a64ce483: @hurrlshirts Climate change is called weather. Manmade climate change is called fiction.,37723 +0,RT @BrianMalkinson: Back door knocking in Spruce Cliff. Important discussions on Westgate School and climate change #yyccurrie #abndp https…,926802 +0,"RT @BrentToderian: The new official American Government position on climate change? + +(Yes, & also an Australian protest against…",200224 +1,RT @Canelo323: How can Florida vote for someone who doesn't believe in global warming?.. y'all people's houses one inch above sea level,905489 +1,Meet 9 badass women fighting climate change in cities https://t.co/8964QN4Ydl,953501 +2,RT @TheEconomist: Is Exxon Mobil's carbon tax proposal a public-relations exercise or a commitment to fight climate change? https://t.co/v5…,719775 +1,"RT @CoralMDavenport: Scott Pruitt says Co2 is not a primary driver of climate change,a statement at odds with global scientific consensus +h…",514965 +2,Teens suing US over climate change ask for Exxon’s ‘Wayne Tracker’ emails https://t.co/BVFHOPR3b4 https://t.co/ESBekQ2Aen,247796 +2,"RT @physorg_com: Earliest manmade climate change took place 11,500 years ago https://t.co/1Z3CsahDA2 @taunews",149223 +1,"RT @AstroKatie: If you were going to be a single-issue voter, not making global warming even worse would be a good issue to choose. https:/…",172748 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,744266 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,27762 +2,International body pats India for its transition to combat climate change,481859 +1,RT @SussexStrategy: Senior Associate @grayra is speaking at @APPrOntario today on climate change & policy implications. Be sure to foll…,62742 +2,Trump to sign sweeping rollback of Obama-era climate change rules - https://t.co/faOyv55Is8,142701 +1,RT @PaulBegala: Again and again @jaketapper asks EPA Admin. Pruitt if he & Pres. Trump believe climate change is real. Pruitt won't answer…,522163 +0,RT @AmberX994874: That's what we want to hear Josh.. Trump causes 'great uncertainty' at climate change conference https://t.co/O5kfThtFNl…,548651 +0,....OMG 'celebrities' 'moral actions on climate change' that suits THEIR evil apathetic 'wealth' at expense of us 'suicidal maniacs'.,744560 +1,RT @OCTorg: Fed court has ruled rights of @octorg youth threatened by climate change. Help them proceed to trial!…,559217 +1,RT @Tao23: Label the folder 'confirmed global warming data.' They'll burn it. https://t.co/RkX1pW6M6t,424447 +2,"RT @SafetyPinDaily: The climate change lawsuit the #Trump administration is desperate to stop going to trial | By @chelseaeharvey +https://…",435019 +2,RT @pablorodas: #CLIMATEchange #p2 RT CDC’s canceled climate change conference is back on — thanks to Al Gore…,996384 +0,RT @JackBinstead: If global warming doesn't exist then why is club penguin shutting down?,539485 +1,"RT @Glen4ONT: The huge weight of working on climate change is that once you know the science & how little time we have to act, u can't ever…",938692 +1,7 foods that could go extinct thanks to climate change https://t.co/TXjG0HwZWD via @SFGate,932085 +1,"RT @GreenAwakening: #ClimateChange—open letter from 2,344 professors to Trump—'human-caused climate change is real' https://t.co/nVIxzFwlCr…",91480 +2,RT @a35362: Rick Perry just denied that humans are the main cause of climate change https://t.co/ft6eQ9sQBP https://t.co/CBJg1Ww9SE,404344 +0,global warming killed club penguin,280760 +0,I can hear the climate change goons screeching REEEEEEEE https://t.co/BgAl0ATAVa,326876 +2,"RT @CCIRiviera: Presidential Candidate #DonaldTrump is “dangerousâ€ on climate change, says #monaco ’s Prince Albert…",878552 +1,"RT @democracynow: Human-induced climate change is making extreme weather events stronger and more frequent, more costly, more deadly. https…",710628 +1,RT @danpfeiffer: Appointing someone who doesn't believe in climate change to EPA is the same as appointing who doesn't believe cigar…,397848 +1,RT @MikeLevinCA: This is a sad step backward on climate change. A massive failure in leadership by a massively failing President. https:/…,596641 +1,RT @Waight4NoOne: don't come at me talking reckless about global warming not being real when it's 80 degrees in November.,103080 +1,Wake up to climate change @realDonaldTrump @EricTrump @IvankaTrump @DonaldJTrumpJr @ScottPruittOK https://t.co/tBn8q4oj4e,414233 +1,Help people seeking asylum AND take action on climate change. �� - https://t.co/eYPWF44FbM,153793 +0,RT @dan_kalenga: When global warming lit https://t.co/6ZvyQ2VMCX,32606 +1,RT @ESRC: Why are the social sciences so important in tackling climate change? (new blog by @eueduk): https://t.co/H44VPWwTvA https://t.co/…,11052 +1,"RT @GhostPanther: Pence doesn't believe in climate change, evolution or that some ppl are born gay. Can't he just not believe he saw Hamilt…",429259 +1,@reinccarnate like police brutality or global warming or animal endangerment. not something petty like a damn green cup.,226664 +1,Ignoring global warming an irresponsible choice - The Bozeman Daily Chronicle https://t.co/f9kQrjgU4A - #GlobalWarming,793508 +0,global warming is not a thing' he said,872163 +1,WHO THE FUCK VOTED FOR THIS MAN he thought global warming was a hoax created by the chinese and hE IS THE NEW PRESIDENT DOES NOTHING MATTER?,566564 +0,"#bbcqt +I don't want a leader that says 'Yes, I'll press it'. N Korea has one of them. +Still nuclear winter would counteract global warming",739409 +1,RT @MichCJackson: Hi! I'm Michelle. I study the effects of climate change in Arctic streams #actuallivingscientist #DressLikeAWoman…,948759 +2,"Kids sue US gov re climate change, post-Nov Obama admin concedes evidence. Lawyers: Trump must preserve evidence https://t.co/PVq1ivqiCM",130012 +0,"RT @BruceBartlett: Quite apart from what one thinks about climate change, Bret Setephens' 1st NYT column was dreadful. https://t.co/kbWHNPe…",306320 +0,@EasternViolet 'There's debate about climate change.' 'Not really.' 'Yes there is. We're debating right now.' 'I've seen this skit.',909437 +0,"@annmclan @OzzieMAGA @SteveSGoddard Does it 100% disprove global warming? If not, it's not relevant.",430892 +1,"@Praeteritio OTOH a lot of them say notoriously dumb things like 'climate change isn't a problem, we'll no longer be biological by then!'",94373 +1,"RT @ErikSolheim: Higher CO2 concentrations means more plants are growing. +Helping slow climate change - not nearly enough to stop it…",4246 +0,RT @dgwbirch: Thank goodness we don't have to worry about climate change any more. Well done THE BLOCKCHAIN https://t.co/iYCnMZzzMa,257222 +2,Record-breaking climate change pushes world into ‘uncharted territory’ https://t.co/1Gipbq68D5,327998 +1,"RT @LeoDiCaprio: Want to stop climate change, @UWM? See #BeforeTheFlood at your University #BeforeYouVote. +https://t.co/ubMubJMbkv",401849 +2,RT @UniteWomenWV: Trump’s defense sec James Mattis says climate change is real & a national security threat https://t.co/umdIUPppwT… https…,735799 +2,RT @CNNPolitics: Why climate change experts fear Donald Trump's presidency https://t.co/RmWCYDNUe5 https://t.co/49z6drlwQz,854640 +1,"RT @Peoples_Climate: 'Water is life & climate change is real. See you at the climate march!' - Cheryl Angel, a Sicangu Lakota tribe memb…",77960 +0,Here's how to watch Leonardo DiCaprio's climate change documentary for free online https://t.co/lIvnxS6A1h https://t.co/blzMpQfaGs,717188 +1,"RT @AssaadRazzouk: In the new new world, China lectures the United States about climate change and the importance of cooperation betwe…",616453 +2,"RT @CLIMATECHANGE8: Alexandra Cousteau on climate change, the oceans and not eating tuna - Dallas News https://t.co/40E7QOGacj",26801 +1,Almost everyone knows climate change is real https://t.co/lxvBp1DBeT,45018 +0,"@OSC_News Hi, are there any other disclosure review projects going on at this time besides climate change disclosure? Thanks!",160078 +2,RT @latimes: Gov. Jerry Brown warns Trump that California won't back down on climate change https://t.co/ig8sxJGw2f https://t.co/eo85j1GK7j,662397 +2,Jill Stein: Al Gore needs to ‘step up’ in climate change fight https://t.co/UL9jW9DcWl https://t.co/nEZDJfwzey,627022 +1,"RT @MaggieJordanACN: GOP 1yr investigation into Flint shuts down, yielding NO new insights. +Chaffetz solution? Redirect climate change $… ",115533 +2,RT @voxdotcom: Why global warming will worsen floods like the kind that hit Houston https://t.co/XUYH43FL2Q,189527 +-1,"EPA Chief Pruitt questions science of global warming https://t.co/ESobb2OgM2 +This is what the Globalist fear +Their Climate Scam exposed +DTS!",917599 +1,Climate deniers blame global warming on nature. This NASA data begs to differ https://t.co/gRZYPq1dIK,978948 +2,Humans 'don't have 10 years' left thanks to climate change - scientist ~ Akei | Environment https://t.co/KH6pDc3N1s,449283 +1,"RT @nobarriers2016: 'In terms of climate change, the debate is over.' - @BernieSanders #StrongerTogether https://t.co/gTh1bI3BRC",385845 +1,RT @kurteichenwald: China is now explaining the history of climate change science/politics 2 underscore to Trump they didnt do a hoax. God…,660267 +-1,RT @magnuslewis263: How can Trump deny climate change despite all the liberal snowflakes melting ? #ClimateChangeIn5Words,185519 +1,I swear republicans think climate change means everywhere is going to be a nice 70 degrees all the time like this isn't San Diego,224127 +-1,"@cchukudebelu Nigerians are so dumb, what proof do you have its climate change ?",100900 +1,"RT @MohamedNasheed: If you care about climate change, environment or integrity in politics, please vote @zacgoldsmith today https://t.co/Ce…",92038 +1,RT @Fusion: America is about to become the only country in the world with a leader who doesn’t think global warming is real.…,279970 +1,"RT @intellectkt: Some of yal really think global warming a joke. Hurricane Katrina, Sandy, Harvey just the beginning. Map gonna look differ…",658913 +1,Look no further: PA Republican comes up with the single dumbest theory for climate change https://t.co/BIq352L3k1,292778 +2,A survey of people in eight countries shows 84 per cent consider climate change a 'global catastrophic risk'.… https://t.co/ohBA4JUGvl,110445 +1,RT @theNASEM: Evidence shows human activity esp CO2 rise most likely cause for most of global warming. Our #climatechange reports: https://…,971509 +1,@realDonaldTrump If you and Pruitt don't believe in climate change why you now moving to N.J Instead of FLA?But yo… https://t.co/waFbUgaWtc,705152 +2,"RT @YEARSofLIVING: Extreme rainfall risks could triple in the U.S. under climate change, scientists warn - via @washingtonpost… ",83976 +1,Striking photos show the people v. climate change �� :: https://t.co/hJB2tpxmV3 via @NatGeo #climatechange https://t.co/yKKFbs2fNV,937762 +1,"RT @colinmochrie: The GOP doesn't care about climate change, the environment, women, poor people, our children's future and maybe Season 7…",53458 +1,"RT @ImranKhanPTI: KP only province thinking of our future generations: Tackling climate change thru #BillionTreeTsunami & clean energy +http…",705948 +1,"RT @brontyman: Facts matter, and on climate change, Trump's picks get them wrong | Dana Nuccitelli https://t.co/7S6sppbXP3",843087 +1,RT @climatehawk1: Photos show #climate change's dramatic Arctic impact | @natgeo https://t.co/bKTxOQKsxi #globalwarming #ActOnClimate…,87197 +1,Allergies will be even more miserable in the future — thanks to global warming - The Verge https://t.co/L6x99YsmqG,391627 +1,"RT @Bentler: https://t.co/pMhUEnDHBo +Understanding climate change as a social issue +#climate #sociology #safety https://t.co/FJYsRqNaBx",625682 +1,RT @Revkin: > @HouseScience Committee to hold climate change hearing from which we'll learn nothing https://t.co/adsC3pyvvc @jsamenow @capi…,939175 +1,RT @thedavidcrosby: we are watching them eff up America. 'I deny climate change because it gets in the way of me making MONEY right now wi…,259819 +2,RT @HuffingtonPost: Broadcast news coverage of climate change is the lowest since 2011 https://t.co/EoPQ5xhOA9 https://t.co/0BFGgqjR5r,440178 +2,RT @business: China tells Trump climate change isn't a hoax it invented https://t.co/eWVQtI28t3 https://t.co/7qV3RfzTTE,8769 +1,It's both raining and snowing. Spring and winter. But climate change is totally a Chinese conspiracy. #thankstrump #dearscottpruit,31289 +1,@LeoDiCaprio thank you for the eye opening documentary. If you want a real and true portrait of climate change watch #BeforeTheFlood NOW!!,776538 +1,@JacobAWohl @realDonaldTrump And nowadays climate change is as questionable as the theory of gravity.,455428 +0,RT @lkherman: The head of the EPA doesn't believe in the science behind global warming and I wrote about it for @TeenVogue: https://t.co/pz…,301601 +1,RT @CNN: No snow where there should be. Bleached anemones. Cracks in the ice. This is what climate change looks like:…,448828 +-1,@iancollinsuk 1/2 I'm not a climate change denier. I think we certainly have a subtle impact upon our planets climate. But a greater impact,221727 +1,RT @SIFRlNA: Didnt yall vote for someone who believes climate change is fake https://t.co/NHpat8kC9J,117114 +1,RT @SenSanders: We have a president-elect who doesn’t believe in climate change. That’s frightening for this country and the world.,417710 +1,"RT @RFStew: Doug Edmeades (Prof. Rowarth's partner in EPA crime) is an 'out' climate change denier. Surprise, surprise. https://t.co/bIwLld…",717408 +1,RT @BRIABACKWOODS: it's 80 degrees in november and people wanna think global warming isn't real,610070 +-1,RT @CamaryAllen: @foxnation @donnabrazile @realDonaldTrump 'I'm going to die from climate change.' Your going to die from lack of brain mat…,311448 +2,RT @3tags_org: Plants appear to be trying to rescue us from climate change https://t.co/Sn3d9xWRCh. #environment #nature https://t.co/lW0Lj…,126782 +2,#ExxonMobil must comply with Massachusetts climate change probe https://t.co/z17HfelA2q https://t.co/Z0FkWLNxyj,849777 +1,"RT @350Pacific: The real battle against climate change won't be fought in airconditioned meeting +rooms.https://t.co/qwAKF42rfD https://t.c…",332622 +2,Ocean Sciences Article of the Day - Meteorologists refute EPA head on climate change (The Hill) https://t.co/O6kPwddgqK,40970 +2,"RT @sahilkapur: 'As to climate change,' Mulvaney says, 'we’re not spending money on that anymore. We consider that to be a waste of your mo…",56346 +1,"me reading article abt climate change: oh no!!! this is so bad!! we gotta do something!!!! +me reading the comments: nvm fucking kill us all",733619 +0,I wrote this exact thing on my global warming essay can I report this for plagiarism 😤 https://t.co/Gj1kPcuVhd,360955 +2,RT @thehill: National park defies Trump social media ban with climate change tweets: https://t.co/i639GwrXuf https://t.co/5z4Fl8GFok,122445 +0,This MTV star flogs climate change hypocrite Leonardo DiCaprio with ONE photo; It should win award! https://t.co/6mGDfCHBdS via @twitchyteam,95780 +1,it's snowing march lol how's global warming real' guess what BITCH there's a difference between climate and weather. also you're dumb.,799317 +0,RT @Dark_God: @SkyNews @SkyRhiannon Prince Charles is also hoping his brand new 4Ltr Range Rover can win over climate change sceptics. #hyb…,414113 +1,"RT @stopthenutjob: HRC spent years developing 1000's of pages of policy to help the US & world, from climate change to healthcare, Kus…",94259 +1,RT @MikeBloomberg: Climate of Hope explores solutions for climate change led by cities and citizens. https://t.co/loQwA7OuPi,378625 +1,RT @SenSanders: We have a president-elect who doesn’t believe in climate change. That’s frightening for this country and the world.,306329 +1,@Bruciebabe @guardiannews so much science to prove climate change exist and yet idiots like you make it hard to get funding to reverse it,538181 +1,"RT @judeinlondon: So evolution and climate change is a scientific con, but social Darwinism is legit? These racist fuckers smh https://t.co…",900215 +1,RT @TheEconomist: Uncoupling emissions growth and economic expansion is important for slowing climate change https://t.co/TnjMRQSU5V https:…,822682 +-1,RT @FriendsOScience: Oh. More impact of global warming? Let's see what happens. Solar minimum leads to cooling+cold snaps. Be prepared. htt…,844487 +2,"RT @CIJNewsEN: Dion implies that climate change played role in Middle East violence +Stéphane Dion, ... +https://t.co/2GYz6j56zu https://t.c…",500147 +0,RT @Becca_Wireman: I love this weather but like global warming,82176 +1,RT @SenSanders: We have a president-elect who doesn't believe in climate change. Millions of people are going to have to say: Mr. T…,115021 +1,Anybody who did high school debate knows it's the worst way to tackle #climate change https://t.co/NwCKvir7mG,480015 +1,"RT @PoliticKels: Don't worry about global warming. We're going to build a new Earth, a bigger Earth, it will be the best Earth ever #TrumpN…",964279 +2,"RT @Science_Hooker: How President-Elect Trump Views Science: opinions about 20 subjects, from climate change to public health.…",757341 +1,"RT @HarvardBiz: Businesses must continue to insist that climate change is real, and a real threat to our economic system. https://t.co/BzpJ…",232803 +2,RT @yceek: White House fires back on claims it told EPA to erase climate change https://t.co/1MULfjV7gK' target='_blank,572714 +2,DiCaprio slams lack of climate change debate during US election https://t.co/Df0yuvPjKD ^ITV,50672 +2,"G7 leaders divided on climate change, closer on trade issues https://t.co/A32TcDT9Gm",181300 +1,@tasteofsciSF @roomeezon I share the best solution to eliminate the climate change in: https://t.co/nAzqrCc1M0,635707 +1,RT @PMOIndia: We need to work together to create a greener world and mitigate the menace of climate change: PM @narendramodi,246438 +2,RT @CBSNews: EPA chief says Pres. Trump will sign an executive order this week undoing Obama's plan to curb global warming:…,425268 +0,@icarus62 Maybe. Maybe it is not possible. Our global warming friends seem to forget the distinction between the two.,28433 +1,"Is Donald trump seriously going to ignore climate change? Like, Sir? Stats say 4 million Memphis citizens will die if there's an earthquake.",928962 +1,i legit don't understand ppl tht think climate change is a hoax....like are you tht dumb? there's evidence literally everywhere you look lol,426924 +1,Study: Stopping global warming only way to save coral reefs https://t.co/PzEnxyyWtP https://t.co/nign6IzdNT,335341 +1,#climatechange https://t.co/asxeD6lp4R Experts call on climate change panel to better reflect ocean…… https://t.co/Ni6YkAaCne,953414 +2,RT @nadabakos: The Trump administration just disbanded a federal advisory committee on climate change - The Washington Post https://t.co/If…,833709 +1,"Fact check: Scott Pruitt on climate change, again https://t.co/4cLMhcn7hC",665278 +0,RT @CarolVicic: @SteveDeaceShow: It's 62 in Denver. I love global warming!,698398 +0,RT @mrdaddymanphd: the transition from black skinny jeans to the light wash slim fit is the only proof for global warming i need,230399 +0,@lisa_alba Fact? I think #Geo #Engineering is mainly to try to get a grip of climate change personally,910873 +1,"RT @hayward_malcolm: I'm dreaming of a white Christmas. But, due to rising global temperatures due to man-made climate change, that might n…",700697 +2,RT @WorldfNature: Donald Trump given short shrift over climate change threat - Financial Times https://t.co/v0P9tiwmst,959928 +1,RT @Davos: How the internet of things is helping fight climate change https://t.co/EBSzhPsdDs https://t.co/wDbmFDjD73,77713 +2,RT @latimes: Gov. Jerry Brown warns Trump that California won't back down on climate change https://t.co/ig8sxJGw2f https://t.co/eo85j1GK7j,593197 +2,Via @RawStory: Here’s how climate change might literally be keeping us up at night https://t.co/VuW8r3mUqk | #p2… https://t.co/afpdA3iUSq,44222 +0,How is that counteracting climate change? https://t.co/Vzuks7XX8v,390843 +1,RT @nytimes: Opinion: The intensity of this summer’s forest fires in Europe is a harbinger of what climate change will bring https://t.co/p…,140706 +0,"Researcher my next video and found this by some twitter asshat. +So presidential. + +#ICYMI winter ≠ global warming:… https://t.co/9cBrFTaPkn",770434 +1,RT @larsonchristina: Our Automated Future - and robot jobs: @ElizKolbert tackles topic only slightly less unsettling than climate change h…,782818 +2,RT @climatehawk1: New findings show how #climate change influences India’s farmer suicides | @blkahn @ClimateCentral…,874376 +1,"RT @JamieGarwood98: From an American perspective, no real change will made tackling climate change until congress is persuaded #popupelecti…",804828 +1,RT @ajplus: Artist Lorenzo Quinn installed these giant hands to demonstrate the devastating effects climate change could have o…,384709 +0,Hi @estherclimate I researching IRO the Under2MOU & will like to know if there's a current overview doc of Nigerian climate change responses,692857 +2,RT @AndreaChalupa: Trump’s defense secretary cites climate change as national security challenge https://t.co/YDMKioGYcr,958780 +2,RT @Jesse_Hirsch: 17 House Republicans are pushing back against climate change denialism https://t.co/H851Kvmsj1,389233 +2,"RT @sciam: New research shows there was no pause, or hiatus, in global warming during the first decade of this century. https://t.co/RscFUR…",282873 +2,Is there a link between climate change and diabetes? https://t.co/0MqfNTDoEu,647496 +1,"RT @gmbutts: The US National Academy of Sciences, on climate change. https://t.co/dyrO0fhSDW",874215 +-1,RT @JackPosobiec: Reality Winner wrote communist climate change essays https://t.co/wgcTuas3B0,146835 +1,"RT @Orringa: Could any govt be more out of touch? ….on marriage equality, climate change, energy needs, employment, budget, health and educ…",291270 +2,#PNG #Local #News #Update MOU signed for K88.79 million climate change program https://t.co/87hll5nqza,272661 +1,RT @WritesAsheville: Support upcoming #book that touches on #resistance issues #diversity #climate change #freespeech with a preorder! htt…,351459 +1,RT @miriamcosic: James Lovelock: 'enjoy life while you can: in 20 years global warming will hit the fan'#environment #climatechange https:/…,379598 +1,"RT @truthout: Noam Chomsky on #DonaldTrump, climate change and our accelerating race toward disaster. https://t.co/4YImHl6lNv #climatechange",241698 +-1,@EdHightackle You're taking rubbish apparently it was global warming 50years ahead now it's climate change every st… https://t.co/Wypq4R6Gzs,505172 +1,RT @12Balboa: @EverySavage @washingtonpost Trump is so ignorant on climate change & admissions he even said climate change is jus…,961696 +1,RT @IFC_org: DEADLINE EXTENDED TO 3/31: 2017 #FTIFCAwards to recognize solutions to #climate change challenges. Apply here:…,633314 +1,Watch President Obama is working and helping fight climate change deniers derail progress in 2016:,567976 +1,RT @JulianBurnside: No: you are wrong as usual. Fringe views like climate change denial (or Creationism) do not deserve airspace on the…,399039 +2,Melanesian nations question global responses to climate change - Devex https://t.co/wiQfwzgmYD,567000 +0,"RT @AngelicaJoy__: It's so nice out LOL global warming, we're all finna die https://t.co/8QsUzRURXz",757819 +1,RT @WuMingi: #G7 leading developed countries spending 20 times more on fossil fuels than on fighting climate change. #COP22…,591174 +0,"Remember, guys: climate change is a myth. https://t.co/cJ9L88I1wP",951005 +2,RT @WorldfNature: [WATCH] Cycling naked for climate change - Eyewitness News https://t.co/dmhqcdX7lR https://t.co/358kgSihtq,421909 +1,"@DunningRandall ok, I'll concede that if we went about fighting climate change in the most totalitarian ways possible that it could be worse",806332 +1,@ScottAdamsSays Coal restrictions are via executive actions. Donald WILL undo Obama's actions. Horrible climate change. It's not Cog Diff.,38058 +0,RT @ILLCapitano94: Folks be saying 'the sky' when you ask them 'what's up' but don't be believing in global warming. Smh #staywoke,621320 +0,“Trump’s new head of EPA transition said global warming is ‘nothing to worry about’â€ by @kileykroh https://t.co/gOAlCJ7Y9Q,365373 +0,"RT @jongdazing: Exo-M's cover of Mirotic is iconic, Jongdae's high note stopped global warming btw https://t.co/owYCdCpOlH",722487 +1,Drought in southern Africa points to urgent need for climate change plans https://t.co/d4LTsIaQov,516314 +1,RT @BernieSanders: #ImVotingBecause the future of the planet is at stake. Hillary Clinton will combat climate change. Donald Trump thinks i…,350595 +1,"RT @Sarah_Smarsh: 'I don't hold this gentleman & the coal miners responsible for climate change.' -Bernie Sanders, who understands th…",380050 +1,RT @iraziggy: Watching 'Chasing Coral' on Netflix streaming about the affect of global warming on the coral reefs. Highly recommended!! Co…,186800 +1,arstechnica: Just one candidate in Louisiana’s Senate runoff embraces climate change facts https://t.co/CrvJyrspgh by MeganGeuss,132556 +1,"RT @megancarpentier: Oh, hey, remember when the transition team asked for names of climate change staff at DOE and women's program staff… ",300740 +1,"No matter what we do or don't do with respect to climate change, food systems of 21st century will radically transform' Vermeulen #GAID2017",461212 +2,RT @thehill: Rahm Emanuel posts climate change webpage deleted by Trump administration https://t.co/D5KIMKwGrq https://t.co/DU4cZv1afR,434799 +-1,"@Quadaxial @CAV_124 @DineshDSouza if only climate change wasn't so often propagated thru data manipulation, so convenient for global control",208921 +2,RT @DermotOz: Sex lives of reptiles could leave them vulnerable to climate change https://t.co/6PulruwE79 via @ConversationEDU https://t.co…,168857 +0,RT @will1t17: With deep sadness & a heavy heart we remember Jadis the White Witch who worked tirelessly to reverse Narnian global warming #…,139393 +2,RT @business: Donald Trump's win deals a blow to the global fight against climate change https://t.co/J5aV9Hzoj8 https://t.co/LCwc51NGsk,747463 +2,RT @aberuninews: New @RCAHMWales @AberUni @IrelandWales study into risks of climate change to coastal landscapes of Wales and Irelan…,862017 +2,Trump team forfeits global leadership role on climate change https://t.co/pwKCNwlZDj,456191 +1,"3 hurricanes threatening the East Coast, massive fires in the west, but yea, climate change is made up by Chinese to sell more water. #irma",4931 +1,"RT @SLSingh: Booking Lawson was lazy, tabloid, anti-science journalism. +'BBC defends Lord Lawson climate change interview' https://t.co/2n0…",580491 +2,"RT @latimes: Despite Trump's skepticism, nearly 200 countries pledge to keep fighting climate change https://t.co/YheWWAD9nz https://t.co/l…",846377 +1,RT @LWV: Military leaders know climate change threatens national security – and they’re urging us to defend #ClimateSecurity. https://t.co/…,699127 +-1,@ConnorDukeSmith climate change is fake #iamright,69529 +1,RT @ashleighhookano: #HappyBirthdayCarlSagan sorry america elected a president that doesnt believe in global warming,823753 +1,RT @jimalkhalili: For @BBCr4today to bring on Lord Lawson 'in the name of balance' on climate change is both ignorant and irresponsible. Sh…,99084 +0,RT @GemmaAnneStyles: Nothing to do with global warming of course.,421243 +-1,RT @realDonaldTrump: The concept of global warming was created by and for the Chinese in order to make U.S. manufacturing non-competitive.,406962 +2,Trump abolishes climate change in first moments of regime https://t.co/R6SQFAJO3a,513283 +0,Gonna go out on a limb here and assume these science buffs believe that global warming doesn't exist either.,942076 +1,Do u know? Pak stands in top 10most vulnerable climate change countries!We need some serious mitigation & adaption strategy @PUANConference,601504 +2,"RT @TIME: China to Donald Trump: No, we didn’t invent climate change https://t.co/gXa9B97hFk",111690 +1,"RT @WeNeedFeminlsm: Lol @ sexists +Lol @ racists +Lol @ climate change deniers +Lol @ facists +Lol @ homophobes +Lol @ donald trump",717972 +2,RT @WorldGovSummit: H.E. Tshering Tobagy addresses a global audience at #WorldGovSummit to discuss climate change and its impact on foo…,485116 +1,"China rolls its eyes at Trump over his ridiculous climate change claim https://t.co/AxPRohk26o, see more https://t.co/Wfp50bs9DX",760429 +0,"@annaa_page I asked my dad to watch this documentary that just came out on climate change, and legit turned it into a trump vs hillary thing",730838 +1,"@wisdomforwomen Hey! We have a new board for bouncing ideas on climate change, are you interested? https://t.co/LTVC09rfhf",312681 +2,RT @BBC_Future: How is climate change going to change the way we work? https://t.co/XQjCbWAlbG by @amanda_ruggeri,550262 +0,What are the laws of science relating to global warming? https://t.co/HHxRw5GKDT,817815 +1,RT @WakeUp__America: #ICantRespectAnyoneWho thinks climate change is a hoax,359180 +1,"RT @ClimateReality: As #ParisAgreement enters into force, the world is moving from words to action on climate change: https://t.co/APljUe98…",714648 +1,"RT @wilsonpark: So good for Trump for talking about climate change with Leonardo DiCaprio and Al Gore I guess. But he could talk to, you kn…",15955 +1,RT @AMZ0NE A SciFi author explains why we won't solve global warming. ▶https://t.co/1xGOrTELas https://t.co/UzwtdZ91HX #amreading,88127 +1,Jerry Brown: Respond to climate change now before it's too late - Assine o abaixo-assinado! https://t.co/XGmhQTm3XL via @ChangeGER,533911 +2,RT @ReutersTV: UN secretary general Ban Ki-moon has urged @realDonaldTrump to rethink his climate change stance.…,463058 +2,RT @thehill: Tillerson tells diplomats to avoid answering questions on Trump's climate change policy: report…,577280 +1,RT @DrLauraMeredith: Predicted damage from climate change disproportionally affects southern states (including home sweet AZ) https://t.co/…,416633 +1,USA having a taste of climate change. An omen for trump.,627765 +1,"RT @gmbutts: Water, energy, climate change, conflict. This is the story of the 21st century for too many people. +https://t.co/ktKEt8geiy vi…",990442 +1,"RT @Impeach_D_Trump: Today: +- Obama Gives $500m to a climate change fund & commuted Chelsea Manning's sentence. +- Trump sued for sexually a…",307375 +1,RT @MikeBloomberg: .@LeoDiCaprio's #BeforetheFlood on @NatGeoChannel tonight puts focus on reality of climate change & need for action. htt…,872698 +1,RT @LiamIdell: Yo it's fucking November and we have no snow on the ground. If you think global warming doesn't exist hmu so I can slap some…,786702 +2,"#Climatechange The Guardian Trump treading water over climate change deal, says deputy UN chief The…… https://t.co/PzZC4b2t9N",963654 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,427121 +0,"RT @DailyVotingPoll: Do you think global warming is real? + +Vote then Retweet",625654 +1,RT @Trill_Daughter: Coachella's profits fund anti-lgbt groups and climate change denial strategy groups but have fun! https://t.co/C8vWoIAQ…,445252 +2,RT @GPUKoceans: Bleaching of the #GreatBarrierReef is the 'clearest signal that climate change is happening' says @AlixFVE…,175913 +2,Martins Eke: Governance and the fight against climate change https://t.co/f1t8VK9Mih,353909 +-1,RT @BrentBozell: I heard @AlGore is on @CNN right now. What a combo. Fake news interviews fake climate change propagandist.,40609 +1,"RT @DrCraigEmerson: Until youse people at the ABC point out the positive side of racism, bigotry, sexual assault & climate change denia…",555788 +-1,"RT @CllrBSilvester: 'In particular #PresidentTrump has to stop the job wrecking political scam of climate change' +https://t.co/ntov74m6Uv",320915 +0,@asunanda50 @PrisonPlanet This is a stupid tweet. Earthquakes are almost impossible to predict and have nothing to do with climate change.,891117 +-1,"RT @erinrouxx: 80 degrees in November 😜👌🌴but global warming isn't real, liberals 🙅ðŸ»ðŸ‘ŽðŸ˜¡",604116 +1,RT @dmccaulay: Jamaicans? A great many of the necessary steps to mitigate climate change can only be done by the GOJ https://t.co/VIP37kmh55,18174 +1,"RT @astro_luca: My homeland, Sicily, burning in fires. My putative home, Houston, drowning. Let's not argue about climate change and do som…",838360 +1,RT @SenSanders: We have a president-elect who doesn't believe in climate change. Millions of people are going to have to say: Mr. T…,405919 +1,"Great (<5 min) watch on 1 man's impact on global warming data. +“The Snow Guardian” by @DaysEdge on #Vimeo https://t.co/xOJ8Z3OGUu",883945 +-1,"I'm going to start replacing 'climate change' with 'Chemosh' in all headlines. + +9 times out of 10, I bet it's just… https://t.co/7UR6c2aKTA",527580 +1,"RT @CECHR_UoD: A million bottles a minute +World's plastic binge 'as dangerous as climate change' +https://t.co/nrLNatyFAT…",204137 +1,"Another great contribution from Ray Cusson re. climate change & NL, & beyond: Rome is burning | TheIndependent.ca https://t.co/2C2Z6uRtKC",603383 +1,RT @SethMacFarlane: HRC proposes installing half a billion solar panels by the end of her first term. Trump thinks climate change is a hoax…,960125 +2,"RT @cctvnews: The landmark Paris Agreement to combat climate change has come into effect, officially becoming international law https://t.c…",460766 +-1,RT @realDonaldTrump: The concept of global warming was created by and for the Chinese in order to make U.S. manufacturing non-competitive.,669562 +1,"RT @RachelBkr: What Frydenberg is saying, in a ridiculous number of words, is that he has no policy to deal with climate change at all. Ev…",459928 +1,"C.E.O. of Exxon, climate change denier Rick Perry for head of Dept. of energy. The madness goes on and on.",727638 +1,"RT @Australianimal: Hey global warming deniers, deny this photographic evidence https://t.co/KTxRZVvGhE",618776 +-1,"I know @algore would not believe it because of his global warming theory but yesterday mid 70*, today snow?!�� https://t.co/7XAvQL9NT9",93409 +-1,RT @SaveLiberty1st: Now the UN & other globalists tell America the AGW climate change hoax is unstoppable. Guess we will see about that. ht…,885122 +1,"Plant a tree or flowers today, it'll add to reducing global warming. It's not small. +#NoSidonLook",520637 +1,Trump admin is engaged in the modern equivalent of book burning-since Jan20 all mention of climate change has been removed from Fed websites,427103 +0,RT @NYsunworks: Need a good source for climate change fact checking? https://t.co/m1ORdYJhC0,281533 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,70117 +2,DDT ban — not global warming — to blame for U.S. mosquito eruption: Study - https://t.co/zYsocsFLOO - @washtimes,825555 +1,RT @cowardchain: How y'all believe in god but not climate change,641991 +2,RT @nytimes: Donald Trump has called climate change a hoax. A Chinese official says it is anything but. https://t.co/N7y35LTyN2,733083 +1,Swedish minister brilliantly trolls Donald Trump with picture of her signing climate change law.. https://t.co/knCkMo7nH2,816724 +1,"RT @BjornLomborg: The Paris agreement will cost a fortune, but do little to reduce global warming. Learn why in my video w/ @prageru https:…",405764 +1,RT @DanRather: The inability of many of our elected officials to take climate change seriously is a scandal of epic proportions. https://t.…,98306 +2,Trump really doesn't want to face these 21 kids on climate change https://t.co/My2UagnBHx,550359 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,96282 +2,RT @ClimateHome: A plant geneticist is reinventing rice for a world transformed by climate change https://t.co/x1vJvT897m @techreview https…,711158 +2,RT @TIME: How climate change affects mental health https://t.co/ywtP15XnSi,202794 +1,"RT @cashleelee: .@KatyPerry's Trump dig: via #UnicefSnowflake, 'I've helped highlight the effects of climate change, which is real.… ",433083 +1,"RT @americanrivers: Lower #CORiver shows what’s at stake when it comes to #climate change, threats posed by Trump Admin policies. https://t…",804889 +0,"Joke: arguing about causes of global warming + +Woke: arguing about causes of racial IQ gap",193791 +1,RT @SenSanders: If we don't address climate change there'll be more conflict over limited resources. We must listen to scientists not fossi…,150407 +1,Utilities knew about climate change in 1968 and still battled science ➡️ @AlexCKaufman https://t.co/3hARwjnYdY via @HuffPostPol,982918 +0,@PPact It doesn't surprise me given the same in stance on climate change and science,287832 +-1,@Canard_Chroniq @RT_com actually only small number of scientists agree on climate change https://t.co/GLV7rY3a7i,472159 +2,"RT @BW: Trump wants to downplay global warming, but Louisiana won’t let him https://t.co/FB5uDPzGWr https://t.co/ytmyMEu3eE",154775 +1,RT @JolyonMaugham: The BBC doesn't give time to flat-earthers. Why does it give time to Nigel Lawson and other climate change deniers? http…,408241 +0,"RT @billboard: Eddie Vedder talked about climate change during his #RockHall2017 induction speech, saying 'it's real, it's not fak…",913473 +2,"NASA says space mining can solve climate change, food security and other Earthly issues https://t.co/ndNBTb2yQA #t… https://t.co/NE3BYk90R9",502291 +2,RT @voxdotcom: How climate change boosts hurricanes like #Harvey https://t.co/eTpQh2fFGD,153398 +1,"RT @fredguterl: If Trump does something about global warming, it will have 'tangible benefits' for US businesses @aisneed @sciam https://t.…",794970 +2,Arctic ice melt could trigger uncontrollable climate change at global level | Environment | The Guardian https://t.co/P59CBJHrAw,905687 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,657859 +1,"RT @JamAlexJam: He's bringing in climate change deniers, white nationalists, GOP insiders, Wall Street cronies, pero like give him a chance…",405368 +0,"RT @WinWithoutWar: If you’re watching #FY18NDAA, yes, yes, that is Dick Cheney’s daughter, now a Rep. saying that climate change is not a s…",681979 +2,RT @japantimes: Scientists disprove global warming took a break https://t.co/BwSVv0voYJ https://t.co/4zhOjeS7hq,598172 +1,RT @iansomerhalder: Speaking of climate change-TONIGHT Is another killer episode of @YEARSofLIVING ! 10/9c on @NatGeoChannel https://t.co/T…,459434 +1,"RT @theintercept: For those studying climate change, denial and the censoring of the term puts them at war with observable reality. https:/…",658519 +1,RT @LiberalResist: This could be the next big strategy for suing over climate change - The Washington Post https://t.co/nSmKLYoVUc,743789 +1,@CNN That is ludicrous...climate change is one of the most serious threats to our world...no money spent on this is wasted ever!,461788 +2,"RT @thehill: GE CEO vows to ignore Trump, continue to fight climate change: https://t.co/jGLN0SCpNV https://t.co/qXtKZcKcL3",184237 +0,"RT @kurteichenwald: In full page ad in NYT in 2009, @realDonaldTrump called for urgent action on climate change. Which does he believe? htt…",373350 +2,RT @MemoCleaning: Rainfall patterns shift with increasing global warming https://t.co/8cwKX31vMA,566586 +2,Record-breaking climate change pushes world into ‘uncharted territory’ https://t.co/pPmlJquefQ,455099 +1,RT @politicalmiller: The Republican Party is the *only* major political party in any developed country that denies science & climate change…,188860 +2,COP22: Africa hit hardest by climate change https://t.co/TuNN2Xeste,936670 +-1,"I pretty much block out the sun when i walk outside, so the global warming that made me obese will also eventually… https://t.co/zf5IIdlrU3",551175 +-1,"RT @StefanMolyneux: Emmanuel Macron's concern for climate change probably stems from his wife, who is old enough to remember the last ice a…",806284 +1,RT @wwf_uk: Crafters! Try out our craft ideas for 3 animals at risk from climate change & share using #MakeClimateMatter…,173018 +1,@EricaFick For global warming to be a worsening trend all over the world is very concerning! How does the Trump administration explain it?,484297 +1,"RT @BernieSanders: The stakes are enormously high. Literally, in terms of climate change, the future of the planet is at stake. https://t.c…",174942 +2,ScienceChannel: Reindeer in the Arctic are dying from extreme weather likely caused by climate change. … https://t.co/RYNxLMnyQv,898190 +2,RT @MotherJones: Obama just took one final step to fight global warming https://t.co/LjIeDf7ZcB https://t.co/k4WsbdauJL,136838 +1,"RT @Yes2Renewables: 1st it was a once in fifty year storm. Now, heatwaves. Using impacts of climate change to attack renewables is dang… ",342821 +1,RT @JohnDPMorgan: Avoiding dangerous climate change demands de-growth strategies from wealthier nations https://t.co/utsBjlhBpC,566501 +1,"RT @SenSanders: On virtually every major issue — raising the minimum wage, climate change, pay equity for women — we are the majority",80184 +1,We must push hard against climate change denial: The Capital Times: If Trump silenced all… https://t.co/nww3HRXqFn,189755 +0,Mr Trump has called global warming a Chinese hoax to thwart business. Mrs Clinton… https://t.co/wFwCxBVquS https://t.co/U95IMjrDPj,48542 +2,Carbon-eating bacteria can help in the fight against climate change https://t.co/BqlRWNWsNN,846394 +0,@daniel_bogar @ChefJoeSB @FoxNews The celebrities who are all screaming about this about climate change as well as… https://t.co/Nt41hdy5F8,793264 +0,RT @mrbinnion: Have you considered this third way to look at climate change? https://t.co/Ag3DZI7aru,652637 +-1,RT @CounterMoonbat: The people who predicted parts of Manhattan would be underwater by 2008 due to climate change are concerned about 'fake…,210895 +2,RT @Reuters: U.S. Energy Department balks at Trump request for names on climate change https://t.co/xw2rgV1mRX https://t.co/f7IIw7SBDv,74758 +1,RT @CNN: No snow where there should be. Bleached anemones. Cracks in the ice. This is what climate change looks like:…,90460 +1,RT @loren_legarda: Sharing my article. Pls read: Failing to limit global warming will make dev’t goals unattainable…,718335 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,845089 +1,"RT @1StarFleetCadet: #PollutingPruitt ’s office deluged ... w/angry callers ... he questions global warming ... + +#ClimateChangeIsReal + h…",341725 +1,RT @SethMacFarlane: HRC proposes installing half a billion solar panels by the end of her first term. Trump thinks climate change is a hoax…,295056 +1,"RT @ParkerKitHill: global warming, trump supporters, north korea, zero gun control, flints water crisis, LGBTQ rights, planned parenth…",177006 +1,RT @ShaunCoffey: Fight climate change by preventing food waste | Stories | WWF https://t.co/xzPTNjYjSU #stopfoodwaste,806808 +1,Leo's climate change documentary is so epic. He's amazing.,467447 +2,"RT @TheDailyShow: Trevor and @POTUS discuss climate change, Russian hacking, race relations and much more. Watch the full interview:… ",520773 +0,#uber number already registered the cost of climate change,638650 +1,"RT @MrDenmore: So Trump's first acts hurt struggling home buyers, kill affordable healthcare & ditch action on climate change. Yeah! Do it…",350253 +2,RT @nowthisnews: Santa’s reindeer are getting smaller and you can thank climate change https://t.co/vpykU4h6ug,115822 +1,"RT @SamSifton: This is just terrifying reporting. @propublica on climate change, flooding and a grim future for Houston. https://t.co/RWE8P…",259267 +2,Rogue Nasa account fights Trump on climate change https://t.co/HZENWdAdEH,178361 +2,RT @sciam: Dozens of military and defense experts advised President-elect Trump that global warming should transcend politics.…,397147 +2,RT @AP: BREAKING: President Donald Trump signs executive order rolling back Obama's efforts to combat climate change.,511883 +1,RT @kferris01: LIAR! THERE IS NOT TREMENDOUS DISAGREEMENT! �� Scott Pruitt denies that carbon dioxide causes global warming https://t.co/jlT…,543697 +1,RT @StephenARhodes: Opinion | Harvey should be the turning point in fighting climate change https://t.co/Z2YEM4u3FO,584007 +0,RT @nonolottie: me when i think about global warming https://t.co/tBk9xl9dmT,647207 +1,"RT @WeLoveRobDyrdek: Me: *Enjoying Life* +My brain: you're broke, a nuclear war could start soon, and global warming is getting worst https:…",530686 +1,"Storing carbon inosoils of crop, grazing & rangelands offers ag's highest potential sourke of climate change mitigation.",502845 +1,RT @JustDaliaAdel: .@EPAScottPruitt doesn't think CO2 drives climate change? Let's send him a copy of 'Global Warming for Dummies': https:/…,105018 +1,"RT @ericgarland: Basically, the power structure (biz, gov'ts, rich folks) is not stupid. They know climate change is real. + +But it threaten…",684862 +0,@MarkRuffalo have you ever met or talked with @jackdangermond about climate change?,811976 +2,RT @CNBCi: Trump's mixed messages on climate change https://t.co/eYBZZspOFS https://t.co/WsCJfxa2PB,171650 +1,RT @SenSanders: The Dakota Access Pipeline would be a huge blow to our fight against climate change. #NoDAPL https://t.co/47m6yUu4m5,907334 +1,"RT @MarcinS: Even if climate change was a “hoax”, why wouldn’t you want to reduce pollution and improve the planet you live on regardless?",403214 +1,"RT @Shugah: They also think President Obama is Muslim, Black Lives Matter are terrorists, & climate change isn't real. https://t.co/a6ov1k5…",652856 +2,RT @sarahkimani: Africa loses about $200B every year to climate change since the 1990s according to UNCDD. #SABCNEWS #IRPFELLOWS,601805 +2,RT @Telegraph: #BREAKING: President Trump has reportedly decided to pull out of the Paris climate change agreement…,316099 +1,"@AndersEigen climate change denier is the term to use. I can ask whether or not you believe card exist. If you deny it, I'll call you",405951 +2,RT @ProfTerryHughes: Fried Nemo – Severe consequences of global warming for anemonefishes and their host sea anemones… https://t.co/Svq0UEY…,300827 +1,@misfitmarceline And thanks to climate change that will become the new normal in a few decades.,830293 +1,RT @THECAROLDANVERS: the only countries with the money to deal with the threat climate change poses are rich and predominantly western coun…,204165 +-1,Lib headlines...we're crashing into da moon..global warming spells doom...ðŸ˜😂😃😄😄😃😂 https://t.co/dm9OHTvm3w,442777 +2,Rex Murphy: Curb your climate change enthusiasm https://t.co/JcvG14NQCp via @fullcomment,94646 +1,"@LeoDiCaprio is a great voice for climate change not bcz he's a household name but bcz he's an everyman, curious and afraid. #BeforetheFlood",937486 +1,RT @c40cities: #Women4Climate Initiative will empower female leaders to take action on climate change. Stay tuned this March for o…,998663 +2,"RT @c40cities: In race to curb climate change, cities outpace governments: https://t.co/QLw6iVOUX1 #Cities4Climate https://t.co/prFZ8jRCFk",825713 +-1,@TwitterMoments Too bad there is no evidence for global warming.,593793 +1,"@EnvironmentalEA help us fight climate change by inviting youths to our #CarbonJam on Nov 19. Spots going fast! +https://t.co/gP3s2KOzIz",728659 +1,@tweetsoutloud Hard to believe a species brilliant enough to accomplish this can behave so ignorantly regarding issues like #climate change.,122964 +2,RT @ajplus: Diplomats at the UN global warming summit are very concerned about Trump's stance on climate change. https://t.co/wZ6VbM60K8,503529 +1,"RT @KamalaHarris: I stand with @JerryBrownGov in saying that California will not back down on climate change. +https://t.co/xP8Y6eSmyx",522588 +2,Trump transition team wants names of Energy Dept employees who support climate change https://t.co/ENFWYoLmam,906772 +2,RT @pewglobal: What the world thinks about climate change in 7 charts https://t.co/2Vigt3h4RQ https://t.co/SMwNYcLG8u,836583 +1,RT @willis_cj: So we got climate change.....No cure for Cancer.....Trump as president.....But we makin animals in Ziploc bags. Alr…,487280 +2,Google News: Climate scientists: Coastal Louisiana would suffer if Trump pulled out of climate change agreement… https://t.co/ulZAbTG97w,455267 +1,"RT @kelkulus: Irony: Florida, a state in danger of being washed away due to rising sea levels, just elected a guy who denies climate change…",619610 +1,RT @tveitdal: Act now before entire species r lost to global warming say scientists Elephants curtailed by slow reproductive rate…,983831 +1,RT @Susan_Masten: (2) Acknowledge climate change is anthropogenic & a threat to humankind. Legislate to reduce CO2 and CH4 emissions @EPA @…,679893 +0,25 most popular slogans on global warming https://t.co/7dtHYUZl24 #globalwarming,321676 +1,RT @TedAbram1: 'An Inconvenient Sequel' is what climate change computer predictions must correct. https://t.co/g8gJ8GqAH6 via @IBDeditorials,680957 +2,US govt agency manipulated data to exaggerate climate change – whistleblower https://t.co/IRwAUSXmaU,994487 +2,RT @WorldAndScience: It might be possible to refreeze the ice caps to slow global warming: https://t.co/BOsneJBJQf,848376 +-1,The climate change con https://t.co/iS5QUfYRyQ https://t.co/GcPxllt93u,275430 +2,RT @nature_org: “Most fishermen agree that something’s not right.” Alaska's commercial fishermen talk about signs of climate change…,565174 +-1,"And my job will ALWAYS be above dumbass climate change, which is INEVITABLE!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!",230800 +0,To people worried about global warming: can't spell 'grody chillage' without 'ice age',238105 +2,EPA chief unconvinced on CO2 link to global warming https://t.co/TFrmmZZQJd,518811 +1,RT @AltNatParkSer: Our 'Cultural Resources Climate Change Strategy' outlines approach for managing impacts under modern climate change. htt…,386259 +1,RT @GeorgeAylett: This should not be normalised - climate change is real and humanity needs to take immediate action. https://t.co/hiNT5fWq…,225006 +1,"RT @iansomerhalder: VOTE VOTE VOTE!!!! +;) VOTING for a candidate that believes climate change is a hoax is the… https://t.co/kaLLCio8eo",798704 +1,RT @BernieSanders: 'The concept of global warming was created by and for the Chinese in order to make U.S. manufacturing non-competiti…,868417 +2,RT @mmfa: Donald Trump's potential White House press secretary lashes out at Pope Francis over climate change activism…,300959 +1,RT @badler: Surprise! Trump wants a coal booster and climate change denier to head the Interior Department. https://t.co/uemNvlactl via @gr…,238278 +-1,RT @chezamission: Here we go...still waffling on abt damn climate change policy BS..it is a f*cking scam full stop!! https://t.co/ZmIVpQb66L,131189 +1,"Corporate America isn't backing Trump on climate +Corporate America is uniting on climate change as a president... https://t.co/MCxIMsCRnB",583728 +2,RT @TIME: A rogue national park is tweeting out climate change facts in defiance of Donald Trump https://t.co/SrfvM5d7Uu,8810 +1,RT @TheCCoalition: #ShowTheLove for all we want to protect from climate change. Watch this stunning film from @rsafilms & please RT 💚 http…,299943 +1,"Fight climate change, burn or flush your sneakers! https://t.co/THIJsmWd2t",123233 +0,The concept of overwhelming climate change was so intense in my urban planning class that we had a 5 min meditation session to calm down,589339 +2,"ChannelNewsAsia: In race to curb climate change, cities outpace governments https://t.co/l7KaR8OYjI",75859 +-1,"RT @KekReddington: I usually don't ask for retweets, but this guy founded the weather channel and says global warming is a complete ho…",740954 +1,"RT @AssaadRazzouk: In the new new world, China lectures the United States about climate change and the importance of cooperation betwe…",772230 +2,#SM Rock band Pearl Jam uses Rock And Roll Hall Of Fame induction to address climate change… https://t.co/DLH7HFip5T,712639 +2,"RT @Independent: Trump administration’s censorship of climate change should ‘send chill down your spine’, top scientist warns https://t.co/…",873794 +0,RT @OswaldCabel: @free_speech312 Forget climate change. Unless stopped ecosystems extinction looms. Not just 'Dark Age' but 'Black A…,136482 +1,RT @ClimateDesk: Look at all the climate change deniers vying for jobs in the Trump administration https://t.co/p5F2hRLTX5 https://t.co/z0c…,748490 +2,U.S. Energy Department balks at Trump request for names on climate change https://t.co/gbOUxs9g2t via @Reuters,732024 +1,RT @SenSanders: We have a president-elect who doesn’t believe in climate change. That’s frightening for this country and the world.,413409 +2,RT @CNNPolitics: Scientists fear the White House will bury a federal report on the effects of climate change https://t.co/EaLewGJLfi https:…,723581 +-1,@FoxNews I'm sure Goodell will blame global warming.,951909 +1,"Storing carbon inqsoils of crop, grazing & rangelands offers ag's highest potential source of climate change mitigafion.",50100 +1,How can we help our environment from the climate change ? #SMSGJos #SocialMediaJos,592582 +1,@veganlean I want to fund raise enough money so I can take a trip around the US documenting how has global warming affected the environment.,867397 +0,Is it really bad that Al Gore met with President-Elect Trump re: climate change? Normal people want bi-partisan solutions.,265106 +2,RT @wkrussell: Children win the legal right to sue the US federal government in Oregon over climate change inaction https://t.co/KPgqgOUo3k,634311 +2,Judge orders Exxon to hand over documents related to climate change for probe into... https://t.co/dt7ezjBu8n by #cnnbrk via @c0nvey,488220 +1,"I will be persistent. We can, in unison with the other victims of climate change, ask for justice. | via… https://t.co/5Gy86ogzCf",319691 +0,"“There is no Wikipedia entry on climate change in Malagasy, the national language of Madagascar” –@cervisarius https://t.co/iqCITujZoj",805936 +2,RT @nypost: EPA head Scott Pruitt said he doesn’t believe carbon dioxide is a main contributor to global warming https://t.co/hhqZnudITp,938162 +0,White House climate change meeting postponed... #D10 https://t.co/I4TJC4yRXD https://t.co/mjQIMXpzFa,621100 +1,RT @WWEDanielBryan: Just watched @LeoDiCaprio's climate change documentary Before the Flood. It's excellent and available for free https://…,6951 +0,"@jw @andersem some posibilities: +- dramatic increase in hate crimes +- Russia’s role in election +- climate change",880237 +1,RT @tom_burke_47: Meeting the world’s need for affordable energy is perhaps the most urgent aspect of our response to climate change https:…,549514 +1,"RT @KamalaHarris: If the White House is going to stand in the way of real progress on climate change, then we have to create progress ourse…",344219 +1,RT @SenSanders: We have a president-elect who doesn't believe in climate change. Millions of people are going to have to say: Mr. T…,494144 +1,RT @lpolgreen: There is a conservative approach to climate change. It's not Bret Stephens'. Great piece by @kate_sheppard https://t.co/ougB…,756099 +1,"#trump removes climate change info from website. I guess the moron thinks if it isn't there, it doesn't exist. So sad, no brain!!!",331928 +1,"@iankatz1000 Because it's not news, it's waffle. Concentrate on the TPP, climate change denying, etc, etc. That's the important shit!",518743 +1,RT @Ross_Greer: More oil is nothing to celebrate if you're anything other than an all-out climate change denier. We can't burn it.,491810 +-1,"RT @sean_spicier: For the 1st time in 8+ years, the US launched air strikes for something other than climate change violations",85467 +1,RT @JamesSurowiecki: What's the ratio of email coverage to coverage of Trump and Clinton's climate change policies? Has to be 1000 to 1. ht…,120062 +1,RT @UNEP: #ParisAgreement shows that the world understands the dangerous threats & impacts of climate change - @ErikSolheim:…,406473 +1,"RT @NatGeoChannel: Watch #BeforeTheFlood right here, as @LeoDiCaprio travels the world to tackle climate change https://t.co/LkDehj3tNn htt…",645342 +1,RT @sashclements: We have to make climate change a huge priority to @realDonaldTrump. We must keep this issue at the forefront. Climate cha…,301725 +-1,RT @JimBlakemore3: @luisbaram Only deniers are ones saying all climate change is manmade.,326252 +1,RT @mackbchurch: Just a reminder that Donald Trump thinks climate change is a hoax invented by the Chinese,613361 +2,RT @Cary88888888: Role of terrestrial biosphere in counteracting climate change may have been underestimated https://t.co/OHlRGBkJ74 #SUSTA…,745461 +1,.@NSF Sal researches impacts of climate change on carbon storage in the Arctic... check out his blog post to learn… https://t.co/YWq4arDm9B,818721 +2,G20 leaders reaffirm support of Paris climate change agreement without US - CBC.ca https://t.co/rNptZRWvBQ #USA #Breaking #News,263799 +2,RT @nytimes: Too hot to fly? How climate change is taking a toll on air travel: https://t.co/DfjMAC8VSr,620370 +1,The Christian story is echoed in the discussion around climate change and environmental catastrophe https://t.co/gU4nII9qV8,462563 +-1,RT @EcoSenseNow: Putting the pressure on the climate change politicos. https://t.co/nioy47jd3b,882251 +1,He knows climate change is real. He knows he's destabilizing the world. He knows he's hurtling us all towards doom.,198830 +1,"RT @DaveLabTweets: Solar alone employs 260,000, and growing. Coal mining employs 56,000. Stopping climate change = good jobs for our n… ",379149 +0,"RT @Salvesayson: You’re so hot, you must be the cause for global warming. #ALDUBWelcomeHome",122013 +1,"@EPAScottPruitt + +LIAR, 97% of the world's scientists all agree about carbon dioxide causing climate change. STOP LYING save R environment!",966250 +1,RT @Seasaver: If everyone who tweets about halloween tweeted about genuinely terrifying things like climate change & overfishing…,472563 +1,"RT @msbutah: The scary, unimpeachable evidence that climate change is already here https://t.co/mtbQTmeC67",43051 +2,"RT @business: Stopping global warming could make the world $19 trillion richer, report says https://t.co/S6j3zKlPS0 https://t.co/oq07JD9dmd",612497 +2,RT @ChilternWoods: BBC News - Most wood energy schemes are a 'disaster' for climate change https://t.co/REYRVT1Gwf,992063 +1,Being able to let this be 'unrecognizable' to previous generations—because of climate change is dangerous. Join the world's,639931 +1,RT @tristinc1: our president think climate change is a hoax made by the chinese & our vice president thinks being gay is a curable disease.…,536829 +1,Pollution in #China is concerning and climate change is urgent and its affects are happening now #kswglobal https://t.co/HITGwSBXsd,693196 +1,RT @Brooke_Babineau: To everyone who believes that climate change is real...tweet to Pres. Elect. Trump @realDonaldTrump and let your vo…,108866 +0,RT @AndyBengt: Vi ska inte glömma vem som är vice president. Mike Pence anser att homosexualitet är en sjukdom och att 'global warming is a…,857795 +1,Detailed look at the global warming 'hiatus’ again confirms that humans are changing the climate https://t.co/SIzXC0Wadz,486029 +0,Isa siyang malaking kontribusyon sa global warming.. ��,493216 +1,"RT @katiekubat22: It's supposed to be 60° and sunny today in Minnesota in November. But global warming isn't real, right?",698576 +1,"RT @SafetyPinDaily: Three things we just learned about climate change and big storms: Can the lessons of Harvey save us? | Via @salon +https…",745165 +0,RT @commonguy123: @ScienceChannel if you think the mass of the sun is 99.8 of the galaxy then your stupid climate change analysis must be t…,624023 +2,RT @thehill: EPA removes climate change page from website hours ahead of #climatemarch https://t.co/41pVPO3Czx https://t.co/7cHIVxftmU,943209 +2,"RT @CNN: Trump says 'nobody really knows' if climate change is real, despite vast majority of climate scientists saying it i… ",665816 +1,RT @mcnees: Periodic reminder that the incoming administration is politicizing climate change research to justify an eventual a…,260871 +1,RT @SenSanders: We have a president-elect who doesn’t believe in climate change. That’s frightening for this country and the world.,84431 +2,RT @nowthisnews: A climate change study had to be canceled due to the impacts of climate change https://t.co/ZgKrDWxFuH,611769 +1,RT @ZaibatsuNews: Trump’s pick to lead the EPA is a climate change denier (who’s suing the EPA) https://t.co/QE1Y1Vkgsd #p2 #ctl https://t.…,350389 +-1,RT @larryelder: Just WHAT do these anti/Trump protesters think he'll do--a St Valentine's Day Massacre on climate change alarmists? CALM DO…,431585 +1,RT @SoilAssociation: Could agroforestry be our secret weapon in the fight against climate change? #Agroforestry #Agroforestry2017 https://t…,918340 +1,"Donald Trump thinks climate change is a hoax... + +...sigh.",580745 +2,China to Trump: We didn't make up global warming: China is reminding the president-elect of… https://t.co/1RSAqKvqEg,689178 +1,Republicans held a fake inquiry on climate change to attack the only credible scientist in the room - The Verge https://t.co/03szjHo5n2,281901 +0,He has six publications on climate change @puanconference #ClimateCounts #COP22 @PakUSAlumni @usembislamabad,359901 +0,"@postandcourier @AP For their NEXT trick, they'll pass a law against rising sea levels caused by global warming!",404966 +0,"The Co-Founder of The Weather Channel is a climate change opponent. + #GMB",800164 +1,"RT @Sustainable2050: No, no, no: A 66% chance of keeping global warming below 2°C is *not* in line with Paris Agreement's 'Well below 2°…",650372 +-1,"@JohnKerry Your a fake, a fraud. Just like man-made climate change. Top ex NOAA scientist has revealed he skewed wa… https://t.co/vsiXmEHwcM",428490 +1,@slomustang1219 Seriously! If people think that climate change isn't happening.....We have created our on extinctio… https://t.co/MwPM51gNTp,847118 +2,RT @RobGeog: The 10 species most at risk from climate change https://t.co/k1WN6CDi3n,198264 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,102166 +1,RT @KristenMarble: #GroundhogDay because taking weather predictions frm a rodent is far superior 2 actual scientific data on climate change…,10766 +0,@MarissaL_Horn literally 'climate change',574176 +-1,RT @TheRebelTV: Liberals tell companies: Disclose “climate change risks” or else @ezralevant (w/ @JackPosobiec)…,737860 +1,how are people voting for someone who thinks global warming was a theory created by the chinese,866751 +1,RT @MotherJones: Here’s the real reason Republicans don’t give a damn about climate change https://t.co/1o1MONgb9I,383108 +0,RT @aparnapkin: I guess my new retirement plan is Trump slashing climate change research funding,859249 +1,RT @theCCCuk: New ASC report explains why stronger #UKClimateAction needed to prepare the country for climate change…,575393 +2,RT @coopah: Stephen Colbert skewers EPA chief Scott Pruitt's climate change theory https://t.co/cbmNrSFvBa via @HuffPostComedy,641721 +0,@seanhannity im telling u obama is behind it cuz global warming issues. 2 in matter of weeks. We've never had this… https://t.co/loQptynqGT,802483 +0,"RT @AmandaOstwald: I mean, wouldn't nuclear winter reverse or delay climate change? Silver lining.",269040 +1,Donald Trump will destroy the environment if he follows through on climate change rhetoric #science… https://t.co/IOjMT46tej,5693 +1,Carl!' // Yes // 'Do we Catch-Up to climate-change and global warming with greener renewable energy?' // respect'lly not looking good : (,466205 +2,President Trump's rollback of environmental protections leaves China poised to lead fight against climate change… https://t.co/fOg11MxjtW …,813150 +1,"RT @ProgressOutlook: A climate change denier will head the EPA. Science, facts, and critical thinking are under assault.",523938 +1,Can #Oakville say it is truly serious about climate change/active transportation with no safe bike routes to Oakville Go? @CycleOakville,545024 +2,RT @Kelt_Bio: Trump can’t stop corporate America from fighting climate change: https://t.co/aBfEOTjCtM via @slate,268376 +1,RT @GuardianSustBiz: Don't investors have the right to know the risks that climate change may pose to the businesses they invest in? https:…,169410 +1,"If y'all watched Leo Dicaprio's movie 'Before The Flood' like I did, you'd remember that he still thinks climate change isn't real.",533245 +1,"RT @EricBoehlert: reminder: network evening newscasts this yr spent 125 mins on Clinton emails, 0 mins on climate change;…",123551 +-1,"Daily #chemtrails in San Francisco, I wonder how that adds to fighting climate change? https://t.co/cc0oU2ikW8",214549 +2,China could take leadership role in Paris climate change deal if Trump pulls U.S. out via /r/worldnews https://t.co/mj2qawGxLz,862187 +1,@MathiasCormann @Bolt_RSS Not a fan of the Fan. Maybe bury your head in the sand along with the other climate change sceptics,193585 +2,RT @OfficialJoelF: Leonardo DiCaprio joined climate change protesters in Washington DC today https://t.co/5FWpNyajJQ,415525 +2,"#inspired 8 kids take Washington state to court for not protecting them from climate change. #kickass +https://t.co/yOJKj83BhB",528369 +1,RT @savbrock: It's almost 90 degrees outside on Halloween and some of y'all are still denying the legitimacy of global warming 🤔,638734 +1,"RT @mims: About climate change: +1. Warming we're experiencing now is due to CO2 emitted in late 1970s +2. Natural sinks are sa…",720594 +1,RT @RisingSign: @mysera26 Anti-science people take everyone down including themselves. We will all suffer with climate change without actio…,950409 +0,RT @CivilJustUs: How do they expect us to care about global warming with all this penguin on penguin crime?? https://t.co/HypysWHvVV,585489 +1,"RT @PoliticKels: Don't worry about global warming. We're going to build a new Earth, a bigger Earth, it will be the best Earth ever #TrumpN…",881976 +1,Maybe Democratic nations need to start making it a crime to deny climate change and issuing warrants for the... https://t.co/55qcCEIiTG,3299 +1,"RT @AstroKatie: Yes, we have in a sense reached 'point of no return' on climate change. Doesn't mean stop working against it. There are deg…",41580 +1,My city of 2 million people is currently without water because our glacier is completely gone and you have the nerve to doubt climate change,53861 +2,Emergency campaign launched to convince Trump climate change is real. Failure risks 'planetary disaster' https://t.co/sRo1MdkAan,737376 +2,RT @riley_trent: Donald Trump was against climate change before he was for it https://t.co/l1EYPSSTIv,208786 +2,RT @ClimateCentral: Every Trump cabinet nominee's position on climate change → https://t.co/YpE3wESQfO https://t.co/rp5hSebG3S,991557 +1,RT @WWF: Forests trap carbon as they grow. Sustainably managed forests are the frontline against climate change.…,494830 +0,"RT @kikopangilinan: Problema nating lahat ang climate change, pero ang pinaka kawawa ay ang ating magsasaka’t mangingisda -- kung hindi…",445362 +-1,"RT @SteveSGoddard: Climate alarmists believe in global warming, because they believe that other people believe in global warming. +The intel…",155133 +2,"RT @resilientPGH: Pittsburgh confronts a variety of extreme weather, and studies suggest that risk will grow with climate change.…",777512 +1,"RT @DonCheadle: Thanks to global warming, Antarctica is starting to turn green - The Washington Post https://t.co/qLvJJkElwJ",848487 +1,RT @SenSanders: We have a president-elect who doesn’t believe in climate change. That’s frightening for this country and the world.,649492 +1,@YahooNews Why not spend your money on climate change?,58454 +1,RT @SethMacFarlane: HRC proposes installing half a billion solar panels by the end of her first term. Trump thinks climate change is a hoax…,629264 +0,"Oh no, Bad climate change. I only voted for Good climate change.",861941 +1,"RT @qzindia: With Trump as president, China—China!—will be the world’s biggest champion of fighting climate change…",793167 +-1,RT @MrMediaUK: Sugar tax and climate change. Both brought about to generate income by deceit!,219903 +0,RT @pablorodas: #CLIMATE #p2 RT These experts say we have until 2020 to get climate change under control. And they’re……,337913 +1,"RT @ClimateCentral: Algae outbreaks are caused by water pollution, mostly from farms, and climate change will bring more of it…",278463 +1,"RT @TheDailyEdge: Well done if you voted Green. You helped elect a President who doesn't believe in climate change, loves coal and wants to…",137581 +-1,global warming' https://t.co/aGiOvGWVXt,202018 +2,RT @BillMoyersHQ: .@toddgitlin: Fox accepts climate change data from scientist who has never done climate change research https://t.co/jScw…,513616 +1,RT @NRDC: Tell Trump not to threaten our wildlife and wild places or reverse our progress in fighting climate change:…,485121 +0,RT @haleemaaabbasi: yeah because all the boys come on twitter to talk about global warming and climate change https://t.co/UGvZSpJO6S,160200 +0,@CNN Good. Less babies and more food. Adopt these lil Asian babies so you can do something good in your miserable global warming ass life,470100 +1,RT @Living4Earth: rump has replaced White House climate change page with a pledge to drill lots of oil https://t.co/LkYDvRAHuf #TheResistan…,72992 +2,RT @williamjordann: Fox News Poll finds 60% now concerned about climate change (29% 'very'). Tops 'illegal immigration' for the first t…,289320 +1,"RT @GoodMoneyGirl: So climate change is a material financial risk to all of us, especially millennials - @goodmoneyweek @storify https://t.…",20378 +1,RT @PlanettechConf: It's a fact: climate change made Hurricane Harvey more deadly | Michael E Mann https://t.co/wLzvjfSCtX,189480 +2,"Ethiopia, Mozambique and Ghana: Crude efects of climate change https://t.co/QbghV99IGK",693927 +1,"@Laroquod i mean unemployment, income inequlaity, climate change, etc, IN GENERAL. I find those more important than trigger-happy online ppl",5322 +1,Isn't it amazing how people actually think that climate change is fake. I guess the overwhelming evidence just isn't good enough for people,865182 +1,RT @SenSanders: We have a president-elect who doesn't believe in climate change. Millions of people are going to have to say: Mr. T…,34784 +-1,https://t.co/vKOwUWU1TM. Here is another global warming hoax movie.,394640 +1,"@grm_chikn �� you mean when +they have to admit +climate change is real +to the world ?",709256 +0,"RT @Cinephilliacy: Teacher: Explain climate change? Ms. Dion + +Celine Dion: There wer nights when the wind was so cold. There wer days when…",250280 +1,RT @fawfulfan: That's reassuring in a White House where the President thinks vaccines cause autism and global warming is a Chinese…,964674 +1,RT @Stormsaver: 4 reasons not to completely despair about climate change in 2017 #climatechange #fossilfuels #zeroemissions…,229482 +2,"RT @EcoInternet3: #Trump to undo Obama plan to curb global warming, EPA chief says: Boston Globe https://t.co/YCNlh9RZhm #climate #environm…",715680 +1,#ScienceWillTellYou that global warming is very real and is happening right now...,192723 +0,RT @yashar8373: همین الان global warming از gojira رو گوش دادم و روحم به پرواز در اومد. فی‌الواقع عروج کردم.,605455 +1,"RT @JeanetteJing: DNC Chair candidate @keithellison says 'we must confront climate change together,' but endorses a gas station billi… ",547965 +0,RT @elakdawalla: How many nuclear weapons would be required to destroy major population centers in order to pause global warming asking for…,723700 +1,RT @NatGeo: We want to see how you fight climate change in your everyday life. Join us. #MyClimateAction https://t.co/ZhLGJpx9Hv,990483 +2,RT @NewYorker: A witness to Iran’s intensifying struggle with climate change: https://t.co/7SGA8nGVS8 https://t.co/8ggdikdNPF,369488 +1,21 kids ages 9 to 20 are suing the Trump admin for failing to prevent climate change https://t.co/BcJJ8dNVhu #climate #Science #resist,798469 +1,RT @FrankTheDoorman: 97% of scientists believe climate change is man-made and causes rising sea levels of oceans. The other 3% believe Fra…,750279 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,219052 +0,"@Aubs89 So interesting that now Bernie & Co are cool w/ a Dem who is pro-gun, doesn't mention climate change on his… https://t.co/s4FHiRbUDm",844370 +1,RT @JordanChariton: And this is the kind of he said/she said journalism that keeps the masses dumb on climate change #ParisAgreement https:…,770127 +2,China seeks Trump's cooperation in implementing climate change treaty: China says it is committed to the treaty but… https://t.co/VN32DjENEv,250147 +1,"RT @CECHR_UoD: Morocco plants millions of trees along roads to fight climate change +https://t.co/vpFodFyc0k CC @Brillianto_biz… ",332820 +2,"Reuters: South, southeast face Europe's most adverse climate change impact: agency… https://t.co/zbWdwWUYoE",151980 +2,"RT @emmafmerchant: how climate change helps spread disease, like Lyme https://t.co/kg99JX2XPm via @voxdotcom",413678 +1,22% of the Great Barrier Reef died in 2016...... and Rex Tillerson still says climate change isn't an immediate threat.,233206 +1,"RT @Planetary_Sec: We have money to fight #climate change. It’s just that we’re spending it on #defense + +https://t.co/FBvVqUXgPm https://t.…",650830 +2,California taps climate change attorney to be acting legal chief https://t.co/imLQLNyoB1,552506 +-1,"... @THErealDVORAK And man-made global warming will never warm the moon, sun, and stars. End times are controlled by God - not by carbon",793272 +1,"RT @SarcasticRover: Carbon is a major driver of global warming, and it will cost you ALL MONEY in the long run. Whether you believe or not.…",47833 +-1,RT @21logician: the regressive left doesn't want you to hear the important conversations about climate change with the guy from ancient ali…,557434 +1,RT @SenSanders: We have a president-elect who doesn't believe in climate change. Millions of people are going to have to say: Mr. T…,650837 +1,RT @savethearctic: These young people taking the US to court on climate change are heroically brave https://t.co/kcTcbc8W4r @OCTorg https:/…,606791 +1,RT @LOLGOP: Think about this. The president of the United States is more concerned about the feeling of Neo-Nazis than climate change.,488899 +0,"@SharonFJones So much for all this global warming nonsense, huh?",341368 +1,Like Egypt; climate change may have ended the Mayan civilization entirely. Funny how history is about to repeat. https://t.co/TOmcyu5bvh,490711 +1,Ugh waking up n seeing shit bout climate change makes me wanna cry,951847 +1,RT @SenSanders: We have a president-elect who doesn't believe in climate change. Millions of people are going to have to say: Mr. T…,931721 +1,RT @ajplus: Is this deal to fight climate change too late? 😕 https://t.co/e76UJNCYN8,679691 +2,"What Marrakesh achieved, what’s ahead in climate change fight now https://t.co/UhKRtF4P2R via @IndianExpress",376001 +0,causes and effects of global warming Academic Essay https://t.co/IVFvsZsDNk #essayhelp #dissertation,527282 +1,Opinion | Another deadly consequence of climate change: The spread of dangerous diseases https://t.co/uvkFm2rMP6,306587 +1,@Una_May_Barker @webster_neal @LKrauss1 people dont accept the fact of global warming because they are uninformed/biased,136397 +2,"RT @minamaya13: In #Greenland, a once doubtful scientist witnesses climate change's troubling toll https://t.co/K0QCWbevCb article dated De…",605020 +1,"RT @BadAstronomer: Hey folks, never fear! @LamarSmithTX21 is here to tell you that global warming is just AWESOME. #Denier…",659575 +1,"RT @LeoDiCaprio: Want to stop climate change, @UWM? See #BeforeTheFlood at your University #BeforeYouVote. +https://t.co/ubMubJMbkv",738599 +-1,RT @realDonaldTrump: The concept of global warming was created by and for the Chinese in order to make U.S. manufacturing non-competitive.,516869 +2,RT @tveitdal: Study:Climate Change Has Already Harmed Almost Half of All Mammals Effect of climate change wildly underestimated…,511761 +1,@Indy_Nic_Johns @sweetatertot2 Republican response to climate change: 'Obama HACKED MY MICROWAVE!!!',281105 +2,The biggest doctors' groups in America have joined the climate change fight https://t.co/HTK05bSQnS via @nbcnews,30757 +1,RT @iansomerhalder: Worried a presidential candidate thinks climate change is a hoax? You should #ProbablyVote @paulwesley…,99961 +1,@1a @tomkarako This would be a great day to talk about climate change and the Paris agreement. a large amount of pe… https://t.co/wQDkPqIzqZ,667570 +1,"#NastyWoman #ImWithHer #Vote2016 #ImVotingBecause women's rights are human rights, climate change is real https://t.co/Ux5fakKrVf",754005 +0,Another day tomorrow just talk about it . Paris climate change agreement. Ronald McDonald sucks and Hillary isn't an activist just a stupid,555618 +1,Lol @ people claim that we don't have to worry about climate change because we won't see the impact in this generat… https://t.co/5Zxhta0uL0,809440 +1,American Airlines can't fly planes because it's too hot while Perry denies humans are the cause for climate change. https://t.co/U8UzuwiOhg,464009 +1,RT @darionavarro111: Sea ice melting away as Trump appoints infamous climate change denier and all-purpose incompetent Scott Pruitt head…,46054 +1,"RT @PolarBears: 'It's too late to do anything about climate change, right?' Wrong! Here's what you can do: https://t.co/AMTidQPp3U… ",409407 +2,"World food supplies at risk as climate change threatens international trade, warn experts https://t.co/VdUSvaNkLk",629461 +1,@CBSNews he is being investigated whether exon deceived investors &public by hiding what it knew @ link b/w fossil fuels & climate change,33761 +2,Trump's wrong Ivanka Twitter mistake earns lesson in climate change https://t.co/uWdSevZcYs,892713 +-1,RT @Bryan700: A New report about Antarctica is horrible news for the global warming alarmists.,15639 +1,"RT @NatGeoChannel: Watch #BeforeTheFlood right here, as @LeoDiCaprio travels the world to tackle climate change https://t.co/LkDehj3tNn htt…",442905 +1,@DarrellIssa @ryans_recycling I bet he believes in climate change too! Perhaps you could learn from him and make him one of your advisors!,120078 +0,"NEWS PAPER HEADLINE: + +Chicago Cubs being celebrated as heroes after reversing climate change by making hell freeze over.",163949 +2,RT @thehill: Rick Perry: Carbon dioxide is not primary driver of climate change https://t.co/dxFLgbFsMu https://t.co/DZ53ss7aDf,148964 +2,Kerry says he'll continue with anti-global warming efforts https://t.co/FyfHTz9UOQ,309024 +1,RT @SethMacFarlane: HRC proposes installing half a billion solar panels by the end of her first term. Trump thinks climate change is a hoax…,339725 +1,RT @annaYesi: #TogetherWeCan spread the love and educate the people that climate change is not a hoax. @GlblCtzn,31852 +2,RT @Adel__Almalki: #News by #almalki : California unveils sweeping plan to combat climate change https://t.co/BHCr1xXsZq,460884 +1,#Rigged #Election2016 #SNOBS #Debate #StrongerTogether climate change is directly related to global terrorism https://t.co/6SoXS3kdim,18843 +1,"RT @guardianeco: Facts matter, and on climate change, Trump's picks get them wrong | Dana Nuccitelli https://t.co/pYECmayyag",318148 +0,"RT @HarvestPM: We spoke with new Ag Secretary Sonny Perdue. Here's what he said on climate change, immigration + more:…",600894 +0,"Daily Briefing | Rex Tillerson took a different tone on climate change when the cameras were off, & more… https://t.co/bvhkylHoeJ",688130 +1,"@PCairnsPhoto: my article on primate conservation, climate change, and Trump... + +https://t.co/FrB6oWOV4z",746424 +1,RT @nowthisnews: Trump's EPA chief is so backwards on climate change even *Fox News* is grilling him https://t.co/tMecO22PkU,771714 +2,"Trump is quite right to dump the Paris agreement on climate change and so should we, says Dominic Lawson. (£) https://t.co/BtcJG52GnU",429496 +1,"RT @hayleyyjay: This is one of the first cities that scientists predicted would be wiped off from global warming. + +Over 15 years a…",757425 +2,"France, UN tell Trump action on climate change unstoppable - Reuters https://t.co/YEVaX2uqZO",307817 +-1,RT @JillianPizana: 'The concept of global warming was created by and for the Chinese in order to make U.S. manufacturing non-competiti…,266580 +0,RT @CivilJustUs: How do they expect us to care about global warming with all this penguin on penguin crime?? https://t.co/HypysWHvVV,322007 +2,RT @nowthisnews: Bernie Sanders wants to talk about climate change and income inequality – not 2020 aspirations https://t.co/rASODRTr3T,977970 +1,@realDonaldTrump I have witnessed 51 years of climate change. Now it's accelerating. #gooutside #KeepParis #protectourwinters,465930 +1,"RT @TheDailyEdge: Well done if you voted Green. You helped elect a President who doesn't believe in climate change, loves coal and wants to…",532586 +1,RT @BBAnimals: The effects of global warming https://t.co/twFnLF4XNw,52213 +2,Pakistan ratifies Paris climate change accord at UN ceremony https://t.co/YryFNXXErm,276652 +1,RT @foe_us: .@exxonmobil has been misleading the public for decades about climate change. CA @AGBecerra must investigate them.…,487570 +1,RT @LosFelizDaycare: The Coca Cola Polar Bear is a blatant promotion of climate change denial and heteronormative parenting.,276506 +1,No such thing as climate change? How stupid do you think we really are? https://t.co/03O4iTdVni,44438 +-1,"RT @MissLizzyNJ: If climate change caused this blizzard in March, then please explain what caused the blizzard that occurred in April of 18…",38004 +1,And they (most of the GOP) say global warming doesn't exist .bullshit. Every year in Ohio the seasons aren't much of a season,538980 +1,RT @SenSanders: We have a president-elect who doesn’t believe in climate change. That’s frightening for this country and the world.,567368 +0,RT @GlenLeLievre: The climate change mannequin challenge. @crikey_news 6/12/16. © Glen Le Lievre. https://t.co/3qRTXNUHoF https://t.co/Qa4m…,531580 +1,"RT @joshfoxfilm: 'We are turning the oceans hot, sour and breathless'. (Because of climate change) @billmckibben",510231 +2,"Nikki Haley: 'We don't need India, and France, and China' telling U.S. what to do on climate change https://t.co/6XIyfPkpSh",450075 +2,RT @TheEconomist: What Japan’s cherry trees have to say about climate change https://t.co/MErIIHH3sY https://t.co/woTAPHeHud,631063 +1,So much backtracking....now climate change could have a human element https://t.co/3p6NEqWuYW https://t.co/XDUYM5wJZO,951759 +1,RT @juliastkbck: Persistent physical growth cannot end poverty or combat climate change #MassSust #LTG @BrooksKaiser @clara_de_dk @janne_bo…,330245 +1,RT @madilooni97: Okay first of all we all created climate change and we could all try to fix it,869096 +1,"RT @kingsthings: If you don't believe in global warming, you don't believe in science and if you don't believe in science, how are you here…",714597 +2,"RT @cnni: Future climate change events could lead to premature deaths, experts said during an Atlanta climate meeting… ",204650 +2,Prince Charles co-authors Ladybird climate change book https://t.co/eLwc9d884U,790727 +1,RT @nytimes: Air conditioning created a demand. Then it contributed to climate change. Which made us want air conditioners more. https://t.…,163505 +0,"MOCK-FEST: This climate change poster offers most ABSURD reasoning ever and it's hilarious +https://t.co/iySVohq6qh",405003 +-1,carbon taxes = muchos more money to spread to left wing cronies = zero global warming solution https://t.co/CJlcF61ibB,786973 +0,"Number one, I fully understand why her right now, we need global warming! I’ve said if Ivanka weren’t my words.",462302 +1,"RT @LeeCamp: Now that Trump is gutting what little climate change regs we had, media is actng like they care. Theyve hardly coverd climate…",704893 +1,"I just joined @NatGeoChannel @21CF in combating climate change. Take action #BeforeTheFlood +https://t.co/6jyENR8coR",181793 +1,Can't decide which is more horrifying: the sexist abuse thrown at @WeatherKait or the number of people who think climate change is a hoax.,91523 +2,More GOP lawmakers bucking their party on climate change https://t.co/55zcDuyVLG,154596 +2,"RT @cnni: Deadly heat waves are going to be a much bigger problem in the coming decades due to climate change, researchers sa…",598412 +1,"RT @KamalaHarris: I stand with @JerryBrownGov in saying that California will not back down on climate change. +https://t.co/xP8Y6eSmyx",500400 +1,RT @sierraclub: Watch @LeoDiCaprio’s riveting new climate change documentary ‘Before The Flood’ for free this week https://t.co/mA35uUaL1P…,975552 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,27156 +-1,@thehill what the fuck is the CDC doing hosting a fucking climate change conference! More wasted fucking tax dollars!,894090 +0,RT @CivilJustUs: How do they expect us to care about global warming with all this penguin on penguin crime?? https://t.co/HypysWHvVV,814282 +0,"RT @karma1244: Anti-Trump actor fights global warming, but won’t give up 14 homes and private jet https://t.co/A07ffYg241",630484 +2,"In the issue he guest edited for WIRED, Obama called climate change one of the great... https://t.co/rlVSFEsT2z by #WIRED via @c0nvey",944318 +1,First day of November and the high was 88 degrees. Good thing climate change isn't real.,965028 +1,@RepComstock @NSF @HouseScience We'll be teaching creationism in schools! Our heads in the sand with climate change! We're a leader alright.,527278 +2,#BreakingNews CHINA CLIMATE CHANGE - China promises to keep up fight against climate change https://t.co/9h3PTOgqPR,872051 +2,Is there a link between climate change and diabetes?,542550 +1,"RT @NatGeoChannel: Watch #BeforeTheFlood right here, as @LeoDiCaprio travels the world to tackle climate change https://t.co/LkDehj3tNn htt…",253124 +1,@EmmanuelMacron @Always_a_Yes It is good to see so much common ground between France and Scotland regarding climate change,140121 +1,RT @MitchkaSaberi: everyone turn on your TVs to Nat Geo and watch @LeoDiCaprio's Before the Flood!! climate change is such an important iss…,798214 +1,"China criticizes Trump's plan to exit climate change pact... CHINA!! Dude?! +https://t.co/FwO9Nq6IB4 @TheDailyEdge",387245 +0,Bad storms turn every flood-tossed Briton into an overnight expert on global warming #business #startup #success #motivation,446483 +2,Obama administration gives $500m to UN climate change fund: The payment to the UN Green Climate Fund was announced… https://t.co/JW51JjGMd6,896510 +0,RT @knoctua: ทีนี้ ประเด็นคือ พวกสนธิสัญญาหรือความตกลงในเรื่อง climate change มักจะให้เลิกใช้สารทำความเย็นหลายตัว (ขอนุญาตไม่ยกชื่อสารเพราะ…,424446 +1,RT @rajnathsingh: Shared my thoughts at World Conference on Environment in New Delhi and highlighted issues like climate change: https://t.…,663288 +0,new pitbull single called climate change ��,475643 +1,RT @Whythedelay_: We're all going to die this global warming is serious,521824 +-1,RT @SteveSGoddard: More brutal global warming in Colorado today https://t.co/9NRri5CX3M,692225 +1,... but to the scientifically illiterate (i.e. most people) this just reads as 'this is not related to climate change'. 2/2,183150 +1,RT @SethMacFarlane: HRC proposes installing half a billion solar panels by the end of her first term. Trump thinks climate change is a hoax…,616151 +0,"@shannoncoulter As world leaders fly private jets, limos to talk about climate change... Tell me what verifiable be… https://t.co/xN9K9pz6lU",858808 +2,RT @edie: 'The scales have tipped': Majority of investors taking action on climate change - https://t.co/lwWjXSF4i9 https://t.co/KbGYA3kfpK,911675 +1,RT @Khanoisseur: Trying not to think about climate change...�� several degrees above San Francisco average April temp https://t.co/OBBnp6S4pC,929483 +2,Anger over 'untrue' climate change claims - https://t.co/Txhl8i8hmy,296896 +-1,"RT @NotJoshEarnest: Obviously Istanbul is expecting some wicked climate change soon +https://t.co/kSE3eIV7jq",284915 +-1,"@HouseScience I don't believe global warming/cooling can be affected by man, but SCIENCE is never vile, lying #antisemitic @BreitbartNews",985422 +1,RT @rickygervais: The Whitehouse is being filled with creationist climate change deniers. But on the plus side God will give your grandchil…,636545 +1,RT @UbahinaUber: This young man just said 'global warming will be the death of the world' in sign language....free this activist https://t.…,429312 +2,Hopes of mild climate change dashed by new research https://t.co/LwpEZeCOcv,640717 +1,RT @frankieboyle: Let's look on the bright side. Maybe climate change will kill off humanity before a Global Fascist government can start t…,633750 +0,My contribution to mankind is probably global warming from all my farts https://t.co/xfmjuYXOJ0,897823 +2,RT @sierraclub: Trump could face the ‘biggest trial of the century’ — over climate change https://t.co/AzPqnwDsHO @chelseaeharvey @postgreen,416579 +2,"RT @The_GA: The 3 minute story of 800,000 years of climate change via +@ConversationUS - really great video! +https://t.co/oa241AQPXa #geogr…",519389 +1,"Man-made global warming, same as anthropogenic 'AGW'. >170 characters but factual despite GOPers denying. https://t.co/vcT8trNQ9J",475725 +2,Watch: Bernie Sanders grills Trump's EPA pick on climate change https://t.co/hBwr9uj34i via @AskAdella https://t.co/IPlo65GOVr,898641 +1,@princessleah94 seeing as global warming will AND is causing resource wars. Yes. It is. Because there won't be 'jobs left'....lol smh,854840 +1,RT @KalelKitten: the #1 reason not to vote for trump... 'this climate change deal is bad for business'...but critical to saving the…,669870 +1,RT @HuffPostGreen: Polar bears doomed unless we humans curb climate change https://t.co/uknz9ddeel,865549 +2,"RT @The_News_DIVA: Record-breaking climate events all over the world are being shaped by global warming, scient...…",956320 +0,"RT @kurteichenwald: In full page ad in NYT in 2009, @realDonaldTrump called for urgent action on climate change. Which does he believe? htt…",536563 +1,RT @RichardDawkins: President Trump may destroy America but maybe we can stop him destroying the world. Sign the climate change petition ht…,450644 +0,Al fresco breakfast in April in #Rhyl.. Thank fuck for global warming ☀,177682 +1,"RT @ReclaimAnglesea: On climate change policy, neither time nor Trump are on Turnbull's side (Coal & #ClimateAction incompatible #auspol) h…",612026 +0,"@GaryWolfman aliens, terrorism, celebrity splits, earthquakes, climate change, recession, etc;",9844 +2,Seventh-grader paints dark future for himself because of climate change https://t.co/1MqROXkbVP #orleg #LiveOnK2 https://t.co/VBDZlCWUEG,834558 +2,"RT @PolitiFact: In 2009, Trump signed a letter supporting Obama's actions to curb climate change. https://t.co/NA1EIERd3Z https://t.co/jCZT…",734489 +1,Which companies are blocking #climate change progress? https://t.co/nPTAyH1nvu https://t.co/kHAP9VHPLY,703338 +0,RT @chriskkenny: Where is your evidence that higher energy costs in Australia will negate climate change? #seriously https://t.co/Ha1uC7sxtA,937869 +1,"RT @mdrache: Yeah, it's climate change, not idiotic forest management. https://t.co/T41lkM6pIW",52751 +1,"RT: @nytimes :In the Netherlands, climate change is not a hypothetical or a drag on the economy. It’s an opportunity. https://t.co/bv6L9tkf2",463434 +1,RT @AstroKatie: Honestly climate change scares the heck out of me and it makes me so sad to see what we're losing because of it.,953445 +1,RT @kurteichenwald: Conservs can keep pretending climate change is a hoax but other countries arent gonna be putting up with it anymore. ht…,371076 +1,"RT @NatGeoChannel: Watch #BeforeTheFlood right here, as @LeoDiCaprio travels the world to tackle climate change https://t.co/LkDehj3tNn htt…",970322 +2,US climate change officials refuse to answer 74 questions from Donald Trump's transition team… https://t.co/ShkmVyPFdB,297427 +0,Kate Mackenzie @kmac from @climateinstitut speaks about the affects of climate change 'Australia's avg temp has ris… https://t.co/XlJSuGboMn,372093 +0,RT @4chansbest: /sci/entist solves climate change https://t.co/HaHCVvLMgN,628244 +1,RT @ArleneHache: ENCORE: Arctic researcher shares 50 years of watching climate change happen https://t.co/UjtAhY0xHb,93903 +1,RT @climatehawk1: How you can help your city fight #climate change - @patrickcsisson @Curbed https://t.co/msW8OXRDJ0 #ActOnClimate…,314545 +1,RT @MikeBloomberg: Washington won't have the last word on climate change. https://t.co/LXNnj71n1j,831898 +2,"#news West Coast states to fight climate change even if Trump does not: CORONADO, Calif. (Reuters) - The governors… https://t.co/Gz8r4tlBYI",744661 +2,RT @thehill: EPA watchdog investigating whether Pruitt's claims on CO2's role in climate change violate policy…,358604 +-1,"RT @realDonaldTrump: It's freezing outside, where the hell is 'global warming'??",980732 +2,BBC: New mercury threat to oceans from climate change - https://t.co/cUyd7dDTfh https://t.co/3fhQDPRjRT,542453 +2,NATIONAL: A look at details of framework agreement on climate change https://t.co/xDGSODCsIN https://t.co/bkZami4C8q,560148 +1,"RT @SunnyLeone: This #WorldEnvironmentDay let’s fight climate change with diet change. Go vegetarian +@PetaIndia:…",213317 +1,RT @frankiecolaross: I could throw up thinking about idiots that don't think global warming is real,92426 +1,"RT @Sustainable2050: Part of heat from global warming is absorbed by oceans. It contributes to sea level rise in 2 ways: +1) directly, th…",194383 +0,The complex world of climate change governance: new actors; new arrangements OUPblog https://t.co/WmRHJr2ikI,667397 +0,RT @jay_zimmer: Icebergs for global warming https://t.co/8ZYOZK4KfR,229946 +1,"RT @tyleroakley: we spent the day discussing sexual assault, equality, education, climate change & so much more. i pledge to use my platfor…",860260 +2,RT @thehill: Top environmental group calls for investigation of EPA head over climate change denial https://t.co/KkLtRpR4Os https://t.co/Be…,449839 +0,LOL @ the troll who told me that we all should have been arrested for littering yesterday. Guess they care about global warming now?,38459 +1,"RT @NextCityOrg: In Eastwick, the city will have to navigate community engagement, competing plans and climate change. https://t.co/RiXJocD…",514444 +2,"Pentagon video about the future of cities predicts inequality, climate change, scarcity, crumbling infrastructure: https://t.co/A6DsoGKbXD",801251 +-1,"RT @don_holleran: Tree-huggin' hippie! Man walking BAREFOOT across America to protest climate change, 'save the earth'… ",490176 +1,RT @goingglocal: Denying the US's essential role in responding to climate change is another example of disregarding human life in favour of…,681333 +0,@SamDoesPolitics global warming hits you fast,365712 +2,"RT @robintransition: Global green movement prepares to fight Trump on climate change + +https://t.co/1be4qfh3Ut",81190 +0,"The Chicago Cubs won the World Series, but global warming is still happening, so",700618 +1,"When he hates the Trump administration, believes in equal rights, and is outraged by global warming https://t.co/LrqN9X3VAa",204115 +-1,"RT @theblaze: GOP, climate alarmists pushing costly global warming plan. Is Trump listening? https://t.co/AKLka49o7P https://t.co/MmWArAWhjB",362646 +0,"RT @sofaking6: @KHOUBlake11 @Fahrenthold @FoxNews @CNN @weatherchannel @GaughanSurfing Just keep repeating, 'climate change is a l…",640775 +1,RT @happyjulieis: How is climate change left or right wing? Science is science and facts are facts #qanda,952645 +-1,@DineshDSouza Cause global cooling I mean global warming I mean climate change is more important then muslim terrorist,815332 +1,RT @kurteichenwald: China is now explaining the history of climate change science/politics 2 underscore to Trump they didnt do a hoax. God…,39815 +0,"@KCr0p55 @Denlesks @LilLinds8 @KCROP66 @jimrome kirstie alley, global warming, got nothing on your Kyle",987573 +1,@realDonaldTrump you need to believe in climate change! Do it and you have my vote. If not it's going to @HillaryClinton,234795 +1,@realDonaldTrump no climate change? The US is a powerful corporation?( not a country ) ? Let the corporations free to pollute more? Oh boy,595282 +1,#Setting4Success A climate change skeptic is leading Trump's EPA transition — but these charts prove that climate change is very real #News…,198577 +1,RT @LeviEpic: 'Only 44% of Canadians believe that climate change is caused mostly by humans.'? �� WHAT,669552 +-1,"RT @SteveSGoddard: - @NASA has tripled global warming since the year 2000, during a time when satellites show no temperature increase.…",748210 +2,"Tanzania needs Sh132tr to fight climate change + +Tanzania needs $60 billion (Sh132 trillion) for mitigation of... https://t.co/zkob788xjA",887230 +1,I just joined @NatGeoChannel @21CF in combating climate change. Take action #BeforeTheFlood https://t.co/VFXDTRZOdU,230001 +1,"RT @HillaryClinton: 'If you believe in science and that we have to act on climate change, then you have to vote!' —Hillary https://t.co/jfd…",890635 +2,Satellites help scientists see forests for the trees amid climate change - https://t.co/5BO6g7n50p https://t.co/VxlncRmFMf,59767 +1,How plants helped 'buy us time' with climate change https://t.co/WiXlIG6LZP via @HuffPostGreen,273353 +0,RT @ClimateCentral: This is how climate change economics has grown and shifted since the seminal Stern Review was published…,216339 +0,RT @MissAgneP: 2010 me had the answers to ending global warming https://t.co/z5dyZwH92v,383448 +1,RT @AdamBandt: Still waiting for a mention of climate change. I'm sure it's coming... #Budget17 #Budget2017,864414 +1,RT @Kaylee_Gan: How do people chose to not believe in climate change,730607 +1,"RT @krystalball: A little girl just asked @jasoninthehouse: about climate change 'Do you believe in science? Because I do' Paid by Soros, r…",781743 +1,RT @newscientist: From HIV to climate change: how to spot denialists in action https://t.co/SBaFULlHq1 https://t.co/N2WVqax0qm,125273 +2,"RT @Bristol4Europe: World leaders should ignore Donald Trump on climate change, says Michael Bloomberg @Independent https://t.co/5XbmLWXGZu",740136 +1,RT @MarkRuffalo: Really pushing it... EPA wipes its climate change site as protesters march in Washington https://t.co/rLGrhhe7jt,549323 +2,RT @TheEconomist: The ocean is the planet's lifeblood. But it's being transformed by climate change. VIDEO #OceanSummit…,680580 +0,"RT @DrGCoroner: @gkjjclark @MichaelDelauzon Good to know. I'm good with cleaning the environment. But climate change, global warming is a h…",927129 +2,RT @PopSci: Researchers say we have three years to act on climate change before it's too late https://t.co/NR2Qt6Z8DC https://t.co/W4ikaC9Q…,519489 +2,RT @olliemilman: EPA head Scott Pruitt denies that carbon dioxide causes global warming https://t.co/tTDBjHGdSJ,363480 +2,"RT @LightTweeting: Trump’s failure to address climate change makes way for China to thrive, both economically and diplomatically. https://t…",92812 +1,RT @PolarBears: Sea ice loss from climate change is the single biggest threat to #polarbears––––#SeaIceIsLife…,174194 +2,Increased water availability from climate change may release more nutrients into soil in Antarctica https://t.co/9n6cznt3db,105379 +2,Rex Tillerson may have used an alias to communicate with Exxon officials about the risks of climate change… https://t.co/QNkAuh93lM,851641 +1,"RT @Kon__K: He's a self - proclaimed racist, misogynist, climate change denier, homophobe & fascist. + +But she's a woman. #ElectionNight",111695 +0,RT @AMZ0NE A SciFi author explains why we won't solve global warming. ▶https://t.co/rVAKnkrjAc https://t.co/WVW7OEF6NJ #amreading,930333 +1,"RT @MemeLordNorv: 2010-2017, so sad to see what climate change has done to the Grand Canyon �� https://t.co/0uFHXcLTrp",202938 +1,"RT @Europarl_EN: #COP22 in Marrakesh: Stepping up actions on climate change, the EU is leading the way. RT to show your support ðŸ‘ https://t…",646361 +1,RT @PiyushGoyal: India makes International Solar Alliance a reality. Solar-rich countries come together to fight climate change. https://t.…,288044 +1,@Jorj_X_McKie @mkoenraadt @markets @business we are facing extreme difficulties with a president who doesn't believe in climate change,30829 +1,RT @SethMacFarlane: HRC proposes installing half a billion solar panels by the end of her first term. Trump thinks climate change is a hoax…,218086 +1,This is what climate change looks like @CNNI https://t.co/o3Q5FBYARD,813177 +1,RT @EmmyCic: Which is good I guess cuz now I won't live long enough to die of climate change,322506 +-1,Boycott Gore's new film & join the round table on the global warming subject. We need to stop chemtrails! NOW!https://t.co/eQkASGZqhS,386469 +2,RT @IndyUSA: China slams Donald Trump’s plan to back out of climate change agreement https://t.co/grTsuof8Bt https://t.co/36hCxmnts5,601692 +-1,@Minimadden @MollyTov_CkTail Well I can not speak to the origins of the global warming myth but it being man made is nonsense 100%,766247 +1,"If RNC allows dismantling of climate change work, Americans will not be happy and heads will roll. Just sayin. @Sulli0400 @ADKEducation",45733 +1,"RT @OwenJones84: The Tories are officially propped up by anti-gay, anti-choice, terrorist sympathising climate change deniers. Never let th…",987678 +2,"RT @AJEnglish: Watergrabbing: In an age of dwindling resources and climate change, why is water being increasingly privatised?…",6493 +0,"Weather and climate change will make a big impact on truck making it through the climate change, just do right thing��",124933 +2,RT @SustainBrands: 'Cocoa is highly susceptible to climate change' @HersheyCompany https://t.co/PSuHRh9kX5 https://t.co/VL1CigGLAC,911724 +1,"RT @NYTnickc: Trump, who once called climate change a hoax by the Chinese, tells Michigan crowd: 'I'm an environmentalist.'",660803 +0,if global warming isnt real explain why goths ended up on the endangered species list,858675 +2,RT @GSmeeton: Times leader says Great Barrier Reef is 'teetering on the verge of devastation' due to global warming…,440523 +-1,Al Gore is proof with his brain dead self on premature deaths from climate change.#MAGA #POTUS #TruePundit https://t.co/K5aU2HlOIR,762768 +2,"RT @CollinEatonHC: In advisory vote, 62.3% of Exxon shareholders voted for $XOM to publish report on climate change impact on value of oil…",648002 +2,RT @Slate: Trump says “nobody really knows” if climate change is real: https://t.co/3ZTk15Z5bq https://t.co/CVYwraDcgM,829060 +0,"You’re so hot, you must be the cause for global warming. +#ALDUBSorpresaDay",461525 +2,Major TV networks spent just 50 minutes on climate change — combined — last year. https://t.co/hnLSga1VcI via @grist,148795 +2,Ricardo moderates climate change workshop in Rwanda https://t.co/24pFVd5JeJ https://t.co/TSaeEM87jl,953963 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,740880 +2,RT @Lawsonbulk: Thousands die in floods in Africa and Asia as climate change worsens https://t.co/9DOyNIQsci,750795 +2,#Trump's Paris decision puts climate change in rare media spotlight https://t.co/MODhobAPtF via @CNNMoney,592304 +1,"RT @Hurshal: #climatechange The Guardian How to fix climate change: put cities, not countries, in charge……",290914 +1,#localgov can intervene in applying a green or climate change lens to local economic development policies… https://t.co/wia0aRMMsE,236436 +1,RT @LeeCamp: Obama put a meaningless band-aid ovr the gaping wound that is climate change. Now Trump's settng fire to the band-aid. Well do…,90778 +-1,RT @TracyAChambers: World leaders duped by manipulated global warming data https://t.co/8C1GYHgvEa via @MailOnline,76644 +2,RT @AntarcticReport: John Kerry leaves NZ for McMurdo & South Pole to meet climate change researchers & scientists; 1st US Sec of State…,29803 +1,RT @Slate: China very kindly explains to Trump that it didn’t invent climate change as a hoax. https://t.co/sHyiCXHTu6 https://t.co/7pKeWLH…,933749 +1,"@realDonaldTrump New name 'President NO': No climate change, No hacking, No peace, No Human Rights, No respect, No… https://t.co/TH8L4xPEKd",105325 +0,RT @MReynoldsFL: That moment @LeoDiCaprio RTs your friend to back his climate change documentary. OMG @WeatherKait!! I AM FAN-GIRLIN…,600931 +0,RT @Glen4ONT: Subnational leaders coming together for global cooperation on climate change at the States and Regions General Asse…,397930 +2,"RT @thinkprogress: Brace yourself for a bitterly cold winter, as climate change shifts the polar vortex https://t.co/TKrnPz6LIx https://t.c…",695107 +1,"RT @ddlovato: #IVotedBecause I believe in equality, we need comprehensive immigration reform, I am pro-choice and global warming IS real. #…",625188 +1,"RT @Loolovestea: Joanna, M4 15 says she felt she had to do something to fight climate change #GuiltyNotGuilty #OurClimateCrisis… ",520926 +1,RT @washingtonpost: 'Trump wants to roll back progress against climate change. He’s going to fail.' https://t.co/dwFfgEF9AG via @PostEveryt…,425907 +-1,"I'll start believing in global warming the day my feet, Michigan's polar icecaps, begin to feel again.",86659 +1,RT @SenSanders: We have a president-elect who doesn't believe in climate change. Millions of people are going to have to say: Mr. T…,949956 +0,RT @LEF_CS: @TheCountess___ until global warming forced him into the city,634852 +2,RT @WorldfNature: Countries appeal to Trump over climate change as COP22 ends - euronews https://t.co/rEEWaHdA9H https://t.co/UVVgVgVzm2,44680 +1,"@jpodhoretz Someone understands climate change! fwiw, Warsh's sister is a meteorologist.",245494 +1,RT @Nokomaq: How we know that climate change is happening—and that humans are causing it | Popular Science https://t.co/MklgaCD43D via @Pop…,446414 +1,RT @safeagain1: Russia's oil and gas industry will flourish and is flourishing d/t global warming-Trump playing into his hands with…,653559 +1,RT @PopSci: How we know that climate change is happening—and that humans are causing it https://t.co/dx4P70uaEu https://t.co/iMyIkczS1U,79759 +1,You'd think that even climate change deniers could get behind this solely from an economic standpoint. A Paris pull… https://t.co/IWPVXMA7TL,213564 +2,RT @motherboard: Rep. Lamar Smith took a quick break from healthcare negotiations to tell us climate change isn't real…,518326 +2,RT @nature_org: Mangroves and marshes are key in the climate change battle https://t.co/7WzP4uVwIY via @HuffingtonPost https://t.co/6B77WTr…,519806 +1,@alannnnnnnnnnah RT if you believe in climate change. @realDonaldTrump lmao.,481406 +1,RT @EnvDefenseFund: Here’s a reminder for Scott Pruitt: CO2 IS a major contributor to global warming – and people are to blame. https://t.c…,845715 +1,"RT @foe_us: Trump’s budget will make it harder for low-income Americans to deal with climate change + +https://t.co/lwxnGQusV8",260745 +0,"RT @djeppink: Lively discussions at EPA, I presume. + +EPA chief says carbon dioxide not a primary cause of global warming https://t.co/NAScg…",652874 +2,Reconciling controversies about the ‘global warming hiatus’ https://t.co/8VFHkZM8Xu,202090 +1,This bold 9-year-old isn't afraid to take on the whole government over climate change. https://t.co/6O5beHTWni https://t.co/QCeFnwCdTL,440688 +1,RT @MetOffice_Sci: Find out how climate change could affect our day to day lives #BSW17 @ScienceWeekUK https://t.co/Udj9k5Dvtz https://t.co…,963709 +1,RT @DiscoverMag: What you need to know about our melting planet. Grab our report from the front lines of climate change here:…,484051 +0,"It's November is Wisconsin and I just mowed my lawn. If this is a result of global warming, then we're on the right track!",671608 +1,@eric_sitton they deny climate change to help oil companies breaking treaties putting that pipeline on Indian land they have gone far enough,981792 +1,RT @wckd_nwt: the fact that teenagers are more educated on the subject of climate change than the potus is honestly terrifying #ParisAgree…,799740 +-1,RT @realDonaldTrump: The concept of global warming was created by and for the Chinese in order to make U.S. manufacturing non-competitive.,502164 +2,RT @dwnews: Kerry tells #COP22 conference #Trump may shift on climate change https://t.co/Mi6tBEue85 #ClimateChange…,20352 +2,RT @WestWingReport: Pope sees climate change as a deadly serious issue that must be addressed. President calls it a 'hoax' - a view reflect…,864387 +1,RT @scienceclimate: Any science teachers interested in climate change? Join the climate curriculum project https://t.co/xDUazntsVA #educat…,798942 +0,RT @TheDailyShow: How will climate change actually affect you? @ronnychieng reports: https://t.co/btGDaWiQ0R https://t.co/YSuaULcm2r,597137 +0,@AqilahMaaruf sungai lebam takda dah tenggelam habis dah global warming air naik huhu,233962 +1,RT @nowthisnews: This is what happens when climate change deniers take over the government https://t.co/DEBWSWm0Pc,853064 +-1,RT @BryanJFischer: Christian leaders to Sec State: non-existent global warming higher priority to us than life or religious liberty. https:…,411471 +1,"RT @ddlovato: #IVotedBecause I believe in equality, we need comprehensive immigration reform, I am pro-choice and global warming IS real. #…",853325 +0,@Scaramucci Post something insightful about global warming again.,474052 +1,"RT @MohamedNasheed: Great to catch up with Sir @richardbranson. Talked #Maldives, democracy, climate change, resilience of small island…",909511 +0,@roberthamwriter That's a decent amount- we had some good snow recently but now it's all melted away. Thanks global warming!,908122 +2,RT @TheresaCrimmins: Connecting plant #phenology and local climate change https://t.co/s0iuRJw1ia,834102 +-1,"To all the global warming conspiracy theorists , lol. https://t.co/4EF6BWEv95",200067 +1,RT @KoClems: #StepsToReverseClimateChange animal agriculture contributes to climate change so EAT LESS MEAT! #reducetarian,784095 +1,"@ChrisMDad climate change dissent is dangerous when taken out of its academic context to mislead laypeople, which it ALWAYS is. Seen here.",458008 +2,"RT @MiddleEastEye: Despotism, neoliberalism and climate change: Morocco's catastrophic convergence https://t.co/gRKUV5ZQPK",670121 +2,RT @Jackiesugriffin: Trump's Secretary of State refuses UN request to attend climate change meeting https://t.co/naP6X54Alc,972404 +1,I can't believe people actually believe climate change isn't real. Wow. We do deserve to become extinct.,126816 +1,@BillNye undermining climate change AND evolution allows us to teach science as some 3rd rate belief system.,551982 +0,RT @mitchellvii: Americans are even less worried about Russia than climate change.,144886 +1,RT @qz: The major US TV networks covered climate change for a grand total of 50 minutes last year—combined https://t.co/jUMa1P0CDt,334418 +1,"RT @1010: Emerging nations are leading the world on taking on renewable energy and tackling climate change! + +https://t.co/O2pz3TXyk7",447652 +1,RT @Slate: Trump will be the only world leader to deny climate change: https://t.co/nn1tC60Hdg https://t.co/7Klrd2XCj4,253783 +2,RT @ClimateCentral: Scientists want to give the atmosphere an antacid to relieve climate change https://t.co/GUe5n1eK3m via @business https…,260129 +0,Published a new blog entry Donald Trump to withdraw from Paris climate change deal in Uncategorized. https://t.co/J64hlsGhH5,360102 +1,RT @Trocchiboy: @DannyDonnelly1 @chunkymark Honest question. Who is the #DUP Education Secretary who denies climate change science…,342262 +2,RT @BarryGardiner: Mark Carney: businesses must come clean about climate change risks to avoid 'tragedy' https://t.co/7H99WfSV96,868286 +-1,@jimEastridge1 @hmwilson123 1 just left EPA! She was more interested in global warming vs REAL threats! Flint lead… https://t.co/nKPF1NuLVZ,616800 +-1,RT @russ8979: @FreedomWorks @SenMikeLee Do an investigation to verify that the global warming leaders have created a HOAX focused on PROFIT,925923 +2,RT @latimes: Gov. Jerry Brown warns Trump that California won't back down on climate change https://t.co/ig8sxJGw2f,307255 +1,Dramatic Venice sculpture comes with a big climate change warning https://t.co/5wiKjHfTR6 https://t.co/VVT5Oee4QA,137699 +2,RT @guardianeco: Centrica has donated to US climate change-denying thinktank https://t.co/Dn0DtZNfET,112078 +1,"RT @iansomerhalder: VOTE VOTE VOTE!!!! +;) VOTING for a candidate that believes climate change is a hoax is the… https://t.co/kaLLCio8eo",285874 +0,subway guy told me climate change isn't real,284948 +2,RT @SenBookerOffice: Trump Admin. is calling for the elimination of the Climate Action Plan –the national plan to tackle climate change.…,89618 +0,RT @Danky_Kong64: Is there really a God? Does global warming exist? Does the movie Pulp Fiction have a plot? Hell I don't know! I just wann…,574574 +0,@BBCWorld @BBCNews At this rate terrorists will become the voice of reason on climate change,505410 +1,The government needs to take climate change seriously my name jeff #qanda,590667 +2,"RT @EcoInternet3: Donald #Trump, nuclear war and #climate change among gravest threats to humanity, say Nobel Prize wi...: Independent http…",337181 +1,"RT @LastWeekTonight: If you don’t believe man-made global warming is a a silly issue, give to the Natural Resources Defense Council (https:…",922717 +1,"RT @brianklaas: Today's news: +1) Scientists worry Trump will suppress climate change report; +2) Trump threatens 'fire & fury like t…",118997 +2,The White House website's page on climate change just disappeared https://t.co/sQv5QKVpa2,760762 +1,RT @craigvn: @piersmorgan @GMB Hard to see climate change with your head in the sand.,800343 +1,RT @SenSanders: We have a president-elect who doesn't believe in climate change. Millions of people are going to have to say: Mr. T…,564486 +0,RT @1deplorableegg: @chuckwoolery States can implement their own climate change policies. Outrage more about politics than concern for…,625663 +2,RT @climatehawk1: U.K. govt 'tried to bury' its own alarming report on #climate change | @Independent https://t.co/5MrexkPWyI…,977041 +2,"Trump's order signals end of US dominance in climate change battle | By @dpcarrington +https://t.co/TagXMVB26y",126660 +2,RT @CBSNews: 'Nobody wants to do this': Scientists debate extreme steps to fight global warming https://t.co/AKoUnKA020 https://t.co/xjCas7…,912577 +0,RT @annafifield: The United States' deputy ambassador in Beijing embassy has resigned over President Trump’s climate change decision…,423224 +1,@MikeHotPence @AEMarling it was 16°c in Canada last week. They do know their administration denies global warming and wants to kill the EPA?,807227 +0,RT @jaboukie: lol climate change is happening so quick i might never have to pay my loans back. ima be drowning in glacier water dying laug…,997790 +2,RT @EricSpracklen: Trump has signed Executive Orders dismantling Obama’s climate change initiatives #First100Days,624173 +1,RT @TeaPartyCat: It's JUST A COINCIDENCE that this is the 3rd consecutive largest flood in Texas history. Just bad luck! Not climate change…,59516 +2,"In executive order, Trump to dramatically change US approach to climate change - CNN https://t.co/wOWQL6mv9y",422915 +1,RT @samfbiddle: would be great if Reddit would go to war for climate change data the way they fight to protect bikini video game characters…,899488 +1,RT WIRED: Researchers were all set to study the effects of climate change in the arctic. Then climate change got i… https://t.co/FlFeYqEpGI,436336 +1,Methane Emissions Are On The Rise. That's A Big Problem.: Most discussions about climate change… https://t.co/h0JRCBQOZc | @HuffingtonPost,663579 +0,does global warming mean later winter?,205590 +1,RT @paullewismoney: Appointing Gove as Env Sec was a sop to the DUP - at education he tried to get climate change off the curriculum https:…,416463 +2,The Trump administration just disbanded a federal advisory committee on climate change https://t.co/KVAaldcUEn,384438 +2,"On climate change, Scott Pruitt causes an uproar and contradicts the EPA's own website - https://t.co/i53s5wFYmE via https://t.co/VCNs4FrvHo",376724 +1,RT @davidsirota: WOW: “You and your friends will die of old age and I’m going to die from climate change.â€ https://t.co/tFswYjwczQ,246155 +2,What role do states and the free market play in fighting climate change? https://t.co/jHCaIhkFHi,841350 +1,RT @heiIDonaIdTrump: *I'm all for climate change! Ask anyone! Getting us all back to relying on coal for everything should do the trick.…,654221 +1,"RT @carrie_james: .@outofedenwalk stories cover the crippling legacy of genocide, creeping borders, walking thru climate change & more http…",651734 +-1,#EPA faked biosludge safety data just like it faked global warming temperature data! https://t.co/t1zkjdjd6d,929915 +2,"RT @ABC: Arnold Schwarzenegger, Emmanuel Macron shoot video selfie about their climate change talks https://t.co/874Wo2o4K9 https://t.co/MG…",57391 +2,Global 'March for Science' protests call for action on climate change | Science | The Guardian https://t.co/QHzxFvOYVM,499222 +1,RT @SenSanders: We have a president-elect who doesn't believe in climate change. Millions of people are going to have to say: Mr. T…,840920 +0,"RT @Salvesayson: You’re so hot, you must be the cause for global warming. #ALDUBLaborOfLove +#MaineAtSMOFWDay",514346 +1,RT @wef: 7 things @NASA taught us about #climate change https://t.co/XQGPhtxVg2 https://t.co/0kkC0VpAqk,920066 +1,RT @ajplus: 2016 = The worst year yet for climate change. https://t.co/MgrJF7ZBsj,638307 +1,"@crisastoc I’m creating a new think tank for climate change, would you join and post your tweet also at https://t.co/u1UbQXLmrF ?",350051 +0,"@danieldennett Dr. Dennett, have you written a full-throated defense of your position on climate change that challe… https://t.co/b1FEIJksZr",20225 +1,#Futurology https://t.co/LV8sw2yba9 Make America great again by embracing green tech - 'Leading climate change experts... on the biggest g…,978193 +0,"RT @EricHolthaus: Our emergency podcast on President Trump, and where we go from here on climate change. +As emotional as podcasts get. +http…",701310 +-1,"RT @GertonPolitiek: It's called weather. Not climate change. +https://t.co/ji5hip9SaK",875917 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,357863 +1,"RT @aubreyjwhelan: His wife, Deborah Steinberg, is a scientist studying climate change in the Antarctic. 'She really wanted to be here… ",396792 +0,"if not for climate change information, watch Before the Flood because Leonardo DiCaprio",91076 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,22357 +2,"RT @nytimes: Michael Bloomberg says U.S. cities will fight climate change, with or without Donald Trump https://t.co/U5UnOaO4WY https://t.c…",766959 +1,hi just here to remind everyone that climate change is real. please don't have political debate and say climate change doesn't exist.,737806 +1,RT @crunkboy713: how do people in Florida vote for someone who doesn't believe in climate change🤔 there whole shits about to be flooded in…,824370 +-1,@wowrealitycheck @IanFortey Oh like human behavior is the leading cause of global warming? And regs were put in pla… https://t.co/M5i9zvQK71,313875 +2,Obama to speak on climate change https://t.co/yo9b0Finxv https://t.co/jBGqai9lIJ,911066 +0,@LESCAVE1 I think they even know about global warming😂😂,164843 +1,RT @freedomrideblog: I understand why iceberg is a new tourist site in Newfoundland. But isn't this proof of global warming? Tourist des…,702231 +1,RT @brunocrussol: «Trump will be the only global leader not to recognize this threat of climate change»🔹https://t.co/SLYWFoQGTc📌😔ðŸ­le…,883569 +1,RT @StephenRitz: Study shows how less meat and cheese on school food menu helps to fight climate change AND saves money!…,623807 +1,"RT @AidenWolfe: Yep, Linda Mcmahon makes sense. After all, Trump supporters treat climate change as if it were fiction and pro wres… ",93558 +-1,RT @mitchellvii: Isn't it ironic that every single 'solution' to climate change reads like a laundry list of Liberal priorities? Funny coi…,143510 +0,What's your plan for combatting climate change @HillaryClinton? Am I right @GOP?,435789 +1,"@manmademoon Wow, really??! GOP rep: If climate change is real, God will 'take care of it' https://t.co/WKe9tKYqEe",126271 +1,RT @Independent: Ignore everything Donald Trump has said about climate change and just look at his latest hire https://t.co/3Na4tunv5w,595583 +2,RT @Gizmodo: 'Governor Moonbeam' vows to launch 'own damn satellite' if Donald Trump ignores climate change…,128428 +1,"RT @WarnTheWorld: Only an uneducated, moron would think climate change is not real and want to still rely on fossil fuels.",881602 +1,RT @britkaaaa: global warming is such a serious issue and people still aren't paying attention!! gonna be a real sea world soon if…,833668 +0,*immediately begins writing fanfic about the humpback whale emergency climate change summit* https://t.co/RAjordqGUn,351019 +1,Have fun enjoying your President who doesn't believe in climate change. Educate yourself because your children's lives depend on it 😊,156891 +2,"RT @SafetyPinDaily: The major US TV networks covered climate change for a grand total of 50 minutes last year—combined | via @qz +https://t…",181911 +1,RT @IdealsWin: Only in America do we accept weather predictions from a groundhog but deny climate change evidence from scientists... #yikes,106749 +2,RT @kylegriffin1: Tillerson is moving to eliminate at least 30 special envoy positions at State—including the rep. for climate change. http…,895658 +1,RT @SethMacFarlane: HRC proposes installing half a billion solar panels by the end of her first term. Trump thinks climate change is a hoax…,206569 +1,"RT @thac0_salad: @owillis The earth fired a warning shot across his bow over climate change. + +Earth: 'Nice building you got there.…",246395 +1,I know global warming is bad but I'm not hating wearing shorts and tank tops in February,802206 +2,RT @CAPolitiFact: EPA head Scott Pruitt: CO2 is not a primary cause of global warming https://t.co/7NISfNyfNp via @PolitiFact,339901 +1,RT @CNN: No snow where there should be. Bleached anemones. Cracks in the ice. This is what climate change looks like:…,29414 +2,RT @ClearBlueMarket: Ontario plans to team up with California against Trump on climate change https://t.co/pOlp8iIvOU via @NatObserver,579178 +1,RT @Bronnie_Broom: And #Trump is a climate change denier! Looks like his family have caused climate change by putting a great big hole…,297482 +1,"Is your business ready to take on hunger, poverty. war, climate change—at a profit? https://t.co/TGAIupumlE Shel Ho… https://t.co/T8xQEzx4Ym",905055 +1,RT @KurtVelvet: @JRubinBlogger @DavidCornDC He is an ignorant yokel. He won't even say he thinks global warming is a real phenomeno…,209599 +0,@royalsociety I hope that the scientists have included that in their 'climate change' research calculations.,48942 +-1,"RT @charliekirk11: According the democrats climate change is a bigger threat than ISIS. Yes, this is the modern day Democratic Party.",299900 +1,"It is now up to all of us, just because the new government doesn't support free speech, LGBTQ rights or believe in global warming doesn't...",266255 +2,"Austin Texas: White House climate change meeting postponed - “The Paris accord, signed by nearly 200... https://t.co/g15PWklmyL",451831 +1,How climate change transformed the Earth in 2016 https://t.co/f39ntKM4DW,323984 +2,RT @HuffPostPol: Seth Meyers drills Donald Trump and his Cabinet on climate change https://t.co/w6gD494w4q https://t.co/10iBXd1rzp,948368 +0,"A Silver Lake take on family, career and climate change'",277596 +2,"RT @ProPublica: For the first time on record, human-caused climate change has rerouted an entire river... + +https://t.co/UWqPiahrkr https://…",953776 +1,"RT @usgcrp: Learn about how #climate change may affect your state, using this interactive map from @NOAANCEIclimate… ",824203 +1,Check out prof @jonlittman and Susanna Camp’s new article to learn about new solutions to combating climate change.… https://t.co/q64Sa10CUu,158599 +2,"Trump is deleting climate change, one site at a time | US news | The Guardian https://t.co/Y8aJeJTpRt",971529 +2,"Retweeted SafetyPin-Daily (@SafetyPinDaily): + +Meteorologists refute EPA head on climate change | By @Timothy_Cama... https://t.co/pQ400W9c6s",697247 +1,RT @RealMuckmaker: Look at all the climate change deniers vying for jobs in the Trump administration https://t.co/qY9TalVaKR via @MotherJon…,109434 +1,"@Ng_Dave Great article. Right to the point. Planet wide damage, caused by climate change is happing now.",353831 +2,RT @dailykos: The USDA has been instructed to use the phrase 'weather extremes' instead of 'climate change' https://t.co/73owPEA4lX,128419 +1,"@CharlesBivona Learn about climate change and help to inform others.A good place to start is this free online course +https://t.co/Jl4Qt48aee",810690 +2,RT @AmyAHarder: Corporate America unites on climate change just as a president opposed to action takes office.…,216563 +2,China pledges to continue to be 'active player' in climate change talks https://t.co/AAzlf8BRAN,905578 +1,California is determined to fight climate change https://t.co/dHQ6OwIBfJ,330199 +2,RT @ABC: John Kerry says he'll continue with global warming efforts https://t.co/x98aGUb6ZF https://t.co/ZYfeXKnQno,260673 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,611767 +0,RT @IndieWire: Watch Leonardo DiCaprio's climate change doc #BeforeTheFlood for free online https://t.co/g3iUV8yU0u https://t.co/LVXS17ILSn,112708 +1,RT @ApplegateCA49: Another problem is that the Republican Party is ignoring climate change while simultaneously taking money from the…,688740 +1,RT @scifri: Here's how to talk about climate change with a denier. https://t.co/IdUpF3xqyd https://t.co/0BuG0TAzdY,351877 +0,RT @ChangeMillieu: Well they've been implanting the thought long time. Nostradamus/ Armageddon (= man-made climate change?) etc. Don't…,601799 +-1,global warming my butt https://t.co/Bo2ehc34Qq,522524 +1,RT @NRDems: .@EPAScottPruitt denies CO2 is a primary contributor to #climate change. Listen to the #science #pollutingpruitt &…,998651 +2,Trump boosts coal as China takes the lead on climate change - ABC News https://t.co/p2i4bNGirW #coal,232065 +0,"So we lose the Maldives, that's ok' - Hartley-Brewer debates climate change with @GreenJennyJones talkRADIO https://t.co/Lmu1rhtZ1l",50771 +-1,"RT @geniusoxymoron: good @UN @antonioguterres + +no more putting 'climate change' first + +2017 the year that 'climate change' is verified as…",507444 +1,It’s time for an agreed climate change scenario so adaptation planning can advance https://t.co/pc0Aee5l5s с помощью @EMAILiT,267764 +-1,"RT @JudyMarymary: The hysterical measures to combat 'climate change' are causing poverty, pollution, and death https://t.co/OLmf8lhFmo",722775 +1,RT @ianmodmoore: Arsenal are having their November crisis in January. Don't tell me climate change doesn't exist. #BOUARS,997267 +2,Donald Trump's environmental protection chief Scott Pruitt 'not convinced' carbon dioxide causes global warming https://t.co/4jHhDzgb1g,989413 +0,"@AnnCoulter +Dark areas of the map (climate change support) went Hillary.",648150 +0,RT @griffint15: #RememberWhenTrump said this about global warming. https://t.co/nzV4W2dm3i,194868 +-1,@TrumpDailyNewss There is NO global warming. Another lie from the left and the globalists,323292 +1,RT @SailinRene: The pope gave Trump a signed copy of his encyclical on climate change. We're in trouble when the church has to defend scie…,348368 +1,MUG: Here are all 53 times Trump tweeted climate change is fake because it's cold outside https://t.co/HV7FhdQXFs via @Mic,801586 +2,RT @Slate: Is Trump going to purge the government of anyone who accepts climate change? Maybe! https://t.co/LxMQbfepz9 https://t.co/o7menhm…,149904 +0,@thecjpearson And how did climate change cause Harvey to move slowly and stall over the south Texas region?,306499 +1,@NatlParkService The Trump regime made you apologize for the truth? You going to start tweeting about how climate change is a hoax now too?,224568 +2,Worries about electricity blackouts are spurring China to ignore its climate change vows and dig more coal. https://t.co/rPj8WT0CDx,623736 +1,RT @SpiritualSmoker: it's absolutely disgusting how big of a problem climate change it yet nobody seems to give a fuck,350269 +0,RT @CivilJustUs: How do they expect us to care about global warming with all this penguin on penguin crime?? https://t.co/HypysWHvVV,353311 +1,RT @SenSanders: If we don't address climate change there'll be more conflict over limited resources. We must listen to scientists not fossi…,611116 +1,Don't forget any progress in implementing a regime for climate change. https://t.co/c6t8hT0k4K,54267 +0,RT @jamestaranto: this take proves global warming https://t.co/Yw1O95aMtR,994118 +-1,So much for global warming... https://t.co/MOotjFuPOl,293157 +0,"RT @Clare_Paine: Panel discussion on the future impacts of volunteering - lots of external factors, economy, environment, climate change, a…",143957 +1,"the climate change and LGBT pages have disappeared from the white houses website, solid",728891 +1,RT @onthemedia: How often have you heard someone say there’s no way to connect a particular storm to climate change? https://t.co/AX2r2vXTDs,27457 +1,RT @PaulPolman: Powerful & heartbreaking photos showing impact of climate change from @NatGeo. #ParisAgreement is our only way out…,990471 +0,"RT @jedrlee: Hey girl, are you climate change? +Because I'm going to ignore you until you fuck me.",412750 +2,"RT @ClimateNexus: February’s unusual and nearly record warmth, brought to you by #climate change https://t.co/M4N1q5FzX3 via… ",854450 +1,"RT @UN: There is optimism in the fight against climate change, but the best time to act is now. @WMO chief explains more in…",44975 +2,RT @World_Wildlife: Our newest assessment of climate change's impact on species: the giant panda. https://t.co/e4iqi5SiR6,706041 +1,RT @Patrick_J_Egan: How to create the appearance of a scientific debate over the existence of climate change - when there isn't one https:/…,368546 +1,RT @TheMikeKosinski: @realDonaldTrump Perfect! Maybe just stop watching SNL. Use that time to read up on Taiwan? Or climate change? Or hate…,516571 +0,"When you let fear in, evil will be along soon too in form of global warming, climate change, clean air & energy, & ocean 'acid' lies. #waleg",565672 +0,@Broomfondel @6ame Haven't seen this one before. His other video 'Debunking 5 climate change myths' is terrible. Do you want me to respond?,279851 +1,"RT @notaxation: I agree, simply because Nye obliterated Ken Ham in the creationist debate. Why not do it again with climate change? https:/…",220641 +0,"RT @MEdwardsVA: We are at a point in human history where Cory Booker, a US senator, is discussing climate change with Bert from Ses…",20667 +-1,RT @TomFitton: Obama admin officials may have mishandled scientific data to advance global warming alarmism. https://t.co/Q9tAGLmJwg,595791 +1,@SierraClub seeks probe re EPAPruitt climate change science blind eye. https://t.co/Ur2K0ii1Tr @LCVoters @ScienceMarchDC @NRDC @ElizKolbert,347310 +2,‘Doomsday’ seed vault flooded by climate change ice melt https://t.co/E6eHCcirle,204456 +1,RT @jamisonfoser: There’s a simple explanation for this: Donald Trump knows climate change is real but does not give a shit about you. http…,854016 +1,RT @SpiritualSmoker: it's absolutely disgusting how big of a problem climate change it yet nobody seems to give a fuck,107835 +0,Does anyone think global warming is a good thing? I love Lady Gaga. I think she's a really interesting artist.,837497 +1,RT @PlaneteNAUSICAA: #OurOcean conference in Malta on Oct 5-6. Commitments in the fight against climate change and marine pollution…,575080 +1,"RT @KimmiCFlatWorld: “Due to limited resources, collaboration is our only hope of winning the climate change battle.â€ @blairpalese https://…",804244 +1,RT @NancySinatra: It's time for our leaders to stop talking about climate change & working together to solve it. Agree? Add your name: http…,539245 +2,"Clouds are impeding global warming… for now: + +Lawrence Livermore National Laboratory researchers have id... https://t.co/Ny25lbS6S0",155209 +2,RT @business: China tells Trump climate change isn't a hoax it invented https://t.co/eWVQtI28t3 https://t.co/7qV3RfzTTE,653987 +2,Measurements by school pupils paved way for key research findings on lakes and global warming https://t.co/EoraMYmmPD,900794 +1,#Trump vs climate. Will you let one one man wreck decades of progress on climate change? Pledge now to stop him https://t.co/AWLyOEhdDi,986998 +1,@Carmenkristy01 I think I understand. Are you by any chance a white nationalist that believes global warming is a h… https://t.co/BOv65P8X4b,205601 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,947617 +2,Large amount of local knowledge on the effects of climate change on agriculture says Prof Blakeney @UWA_ITZ,612511 +-1,"RT @WayneRoot: More proof of liberal scam called 'global warming.' Climate change? Sure. Climate has ALWAYS changed! +https://t.co/1B1ROSsdsh",715078 +-1,RT @USFreedomArmy: Nothing worse than climate change now is there. Enlist with us & read the truth at https://t.co/oSPeY3QMpH. Act!! https:…,98522 +1,RT @OsmanAkkoca: #climate change AffectOf FreeFrecansedNegative ElectricEnergy WillBurn Animal&Human Hearts! http://t.co/cMBxNvO637 @OsmanA…,203732 +2,RT @BelugaSolar: Donald Trump actually has very little control over green energy and climate change https://t.co/cKamQurLWC,483025 +1,RT @NYPassiveHouse: #OneNYC: NYC will be the most sustainable big city in the world and a global leader in fighting climate change. https:/…,455132 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,624486 +-1,"@AMike4761 Green energy, climate change & common core are all about money!",849142 +1,"RT @stopbeingfamous: Everyday something new to fear: fish, global warming, second hand smoke, salmonella, stock market crash, war, famine.…",905085 +2,"RT @Reuters: In rare move, China criticizes Trump plan to exit climate change pact https://t.co/XM7qUmahdX https://t.co/NA2yg8JkP9",35675 +0,RT @JosieMcskimming: @TheRealKerryG @SummersAnne This organisation says 'it is open minded on the contested science of global warming'.…,738993 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,534058 +1,Oil companies buy politicians and how so many still don't regard climate change as a global threat.,350648 +1,"RT @EricHolthaus: Fully endorse. In fact, I think this is the single most important thing anyone can do to fight climate change. https://t.…",262860 +1,RT @DGHendo: @gridwachs Nails it! @ArxPaxLab 'This company is designing floating buildings to combat climate change disasters' https://t.co…,4785 +2,RT @RawStory: Wild oysters in San Francisco Bay are threatened by climate change https://t.co/RTpU773NCj https://t.co/629xVuhgNy,896080 +2,RT @climateprogress: More people than ever are worried about climate change https://t.co/ZT0PEa4FYL https://t.co/GG8rAQLIqW,344257 +1,RT @kickstarter: How next-generation nuclear technologies could help fight climate change: https://t.co/vrwaPEOKYM https://t.co/txKPSQwud6,626425 +-1,@jojosmariah climate change isn't real,865510 +2,"RT @SafetyPinDaily: G7 leaders blame Trump for failure to reach climate change agreement | Via @independent +https://t.co/0zsjsqoucX",448901 +1,Turnbull passed the entire part of his speech about energy without mentioning climate change' @joshgnosis https://t.co/q59DV1SEuH,193827 +2,"RT @ABC: Canadian PM Justin Trudeau kayaks for World Environment Day, delivers strong remarks about global warming.…",438719 +-1,"@Prash196820 And here the lefties either deny what is going on, or blame it on the invasion of Iraq, and global warming.",89290 +1,"RT @tmcewen79: Enviva’s Port of Wilmington facility comes online, helps turn the tide on climate change => https://t.co/kOKIXmaNcQ +#ILM #cl…",434468 +1,"RT @eedem40: We are recycling solid waste as part of cooling down climate change, support us today. https://t.co/rfO3iMxLOu",903637 +2,How climate change could impact fish and aquatic habitats in the area #ClimateChange https://t.co/cHx3AyigGP,466696 +1,RT @SenSanders: We have a president-elect who doesn't believe in climate change. Millions of people are going to have to say: Mr. T…,76376 +0,We're gonna end global warming baby,5794 +0,I hate global warming A LOT but I kinda think the universe is giving us these temps to save us from the rest of the mess that is life rn ☀️,837858 +1,"While they're busy destroying the planet, corporations make time to cry crocodile tears about climate change… https://t.co/nKTtUgswP7",397792 +0,@bobwierdsma Misrepresenting global warming,434588 +2,"RT @ClimateCentral: Trump to drop climate change from environmental reviews, source says https://t.co/FIa0hjgwW2 via @business https://t.co…",531998 +1,he would also say that global warming is not real and all this is created by Fake News lol...what an egg... https://t.co/x5NsbMR6gG,837907 +2,"etribune: #Pakistan becomes fifth country in the world to adopt legislation on #climate change +… https://t.co/BJdMEQLeDl",128770 +0,RT @missiwimberly: All we need to know about climate change is summed up in Genesis 8:22.,31300 +1,RT davidsirota: Fossil fuel creates climate change --> Climate change intensifies oil patch storm --> Oil giant po… https://t.co/qVUEhDuNqm,718941 +-1,RT @kwilli1046: Forget about its poverty or exploding crime rate... the mayor of New Orleans is making climate change a top priority https:…,101159 +1,"RT @altNOAA: I can only imagine that every climate change denier in the back of their mind is thinking, 'Oh shit, what if this affects my h…",881563 +1,"RT @Tim_Canova: In Florida, not enough to posture on climate change if silent on fossil fuels, fracking, Sabal Trail pipeline, and solar fo…",953827 +2,Finland voices concern over US and Russian climate change doubters #Climate https://t.co/FVIgUt8otY,498162 +1,Study: Stopping global warming only way to save coral reefs https://t.co/PoiHo1PeNI,973656 +2,RT @guardian: EPA head Scott Pruitt denies that carbon dioxide causes global warming https://t.co/1WKsb8GMqp,382867 +1,"RT @kurteichenwald: Koch bros hired skeptic prof 2 study man-made climate change. Yrs of work later, he said it was true. (Kochs released s…",980959 +0,What the Bible says about catastrophic climate change https://t.co/zFGRnFde0O,171637 +1,"Global Climate Action Agenda at #COP22 + +Governments alone cannot solve global warming. Climate change affects us... https://t.co/GX7MzMhhfO",184387 +1,RT @pablorodas: #climatechange #p2 RT Why the media must make climate change a… https://t.co/5IPHZWNbBr #COP21 #COP22 #climate…,436214 +1,RT @NYTNational: Trump has called climate change a hoax. Now he has the chance to destroy efforts to beat it. https://t.co/i9hdsPig9Y,513831 +1,RT @SethMacFarlane: HRC proposes installing half a billion solar panels by the end of her first term. Trump thinks climate change is a hoax…,656455 +1,RT @LisaBloom: To not have climate change in this headline is to abrogate the duty of truth https://t.co/hX6gWYnRnb,409117 +1,@JeffBezos Solar panels for low-income homeowners. Saves them money long-term and fights climate change.,946409 +1,Politicians enacting these policies and gaining off them will be long gone when the full effects of climate change are felt. #qanda,257397 +1,"RT @DaveKingThing: Three debates. One post-election interview. Zero questions about climate change. +Z +E +R +O",668185 +0,RT @MurffyJohn: @MBuhari d hypocrite how can u talk about climate change while ur country is full of I better pass my Neighbour #Generator?…,464935 +1,RT @jpbrammer: another upside to climate change: we will all die https://t.co/GcCWgFdqrS,528840 +-1,Great news! Anything Chomsky & his band of global warming Marxists disagree with is good for America & freedom. https://t.co/Fsj6BtcgVh,14573 +1,RT @CleanAirMoms: Seems like @RealDonaldTrump is willing to #ActOnClimate… when climate change threatens his property. https://t.co/EykDpGj…,372063 +1,RT @ShaanMKhan: The same politicians who argue climate change is a hoax are enjoying a week of 70 degree weather in February.,367176 +0,RT @jokoanwar: NatGeo’s climate change documentary with Leonardo DiCaprio is now on YouTube https://t.co/Zoa8THBo2k,933505 +0,"Do you experience climate change?🌅☔ +#assignment",720381 +1,RT @SenSanders: We have a president-elect who doesn't believe in climate change. Millions of people are going to have to say: Mr. T…,170788 +1,@CrazyGabey can you show proof that any previous climate change warmed the planet at such a fast rate?,745688 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,722964 +2,Trump taps climate change skeptic Scott Pruitt to Head EPA https://t.co/kkxQVwZ7Zw,562296 +1,#RememberWhenTrump said global warming is a myth created by China,795523 +1,RT @amyklobuchar: Stand with me & tell Trump Admin we can't turn our backs on historic Paris Agreement & fight against climate change. http…,431130 +1,RT @theecoheroes: Fantastic Beasts: Our secret weapon in combating man-made climate change — animals #climatechange #animals…,435450 +-1,RT @HouseCracka: Democrats if they can't blame Donald Trump for the flooding in Houston they'll blame global warming which means they'll bl…,301938 +1,"RT @therightblue: National Geographic asked photographers to show the impact of climate change, here’s what they shot https://t.co/sVN7uc6U…",899701 +1,There's a tornado in michigan but people still don't believe in global warming ��,984061 +1,RT @ClimateGuardia: Why Melbourne will have to become more like Sydney to deal with climate change (Trees cool cities #auspol #springst) ht…,627775 +1,"RT @RedTRaccoon: Sen Al Fraken has an important message for you about climate change + +Please take a minute to listen and retweet it…",523462 +1,".@earthhour begins NOW for an entire hour, recognizing the fight for climate change | https://t.co/xZgFw9gREE… https://t.co/9l4Zzd3v72",981395 +0,"RT @upsettummy: Damn girl, are you climate change because I believe you are real and that you might kill me",969038 +2,"RT @CBCIndigenous: Trump's victory may be bad news in fight against climate change, says Inuit leader https://t.co/YsnOX24E1Q https://t.co/…",192292 +1,.BobInglis on EPA's Pruitt: 'A real concern' to have someone who disputes science of #climate change.… https://t.co/bz3MIy21n4,944531 +1,RT @TheAuracl3: Vice President Elect Pence just confirmed an anti-LGBT agenda is definitely on and Trump appointed a climate change…,715590 +0,@edatpost is this some kind of trick ?? Ed?Did u watch the same hearings we did ? Remember when she asked Pompey about climate change?Lol,660756 +2,RT @FrankMcveety: Brad Trost: Most Tories don't believe in human-caused climate change https://t.co/9TrzirhrWb,837938 +0,OMG are serious? Give me a f*cking break! He isn't that special & 'What about the env't?' & 'climate change' 🤣😂🤣😂🤣😂🤣 https://t.co/uBlLjDjBac,81757 +1,RT @JulianBurnside: Fascinating to see climate change deniers Bolt & Sheridan so excited about Trump's win. So politics contradicts science…,539296 +0,they ask me who my inspiration was I told them global warming,233722 +0,"Well it's good to know we don't have to worry about that global warming thing, trump will have none of it......lol",584944 +1,"RT @MeghanRienks: happy earth day! + +by the way global warming is real",453923 +1,"RT @BarryGardiner: Had a great evening talking with Harrogate CLP about climate change & zero carbon +Then found this great gif explain… ",710058 +1,RT @NRDCFood: Soil health is becoming a critical issue as food demand grows and climate change adds more challenges. https://t.co/nPUY7yq8z5,478128 +1,RT @samsteinhp: FWIW. we have probably lost the battle against climate change tonight,978381 +1,RT @simonhedlin: .@realDonaldTrump Remember when you said that China invented global warming? https://t.co/NVRacbCJ8U,884987 +-1,From lowering oil price to climate change propaganda; to renewable energy it is all about capital restructuring… https://t.co/8zCOPRnnjZ,517638 +1,RT @wef: This map shows where animals will flee because of #climate change https://t.co/rImNG3Y6nu https://t.co/gLzCIhjrRK,462784 +1,"RT @lesleyabravanel: 34% also thinks the earth is flat, global warming is a hoax and Obama made it illegal for 1st cousins to marry.…",813590 +1,RT @jamisonfoser: There’s a simple explanation for this: Donald Trump knows climate change is real but does not give a shit about you. http…,609751 +1,"RT @MicahZenko: Potential Trump FP admin officials are militarists, pro-torture, anti-civil liberties, climate change-deniers. + +It's 'chang…",382605 +1,"the white house website removed links to LGBTQ, climate change and healthcare, and spanish translations. this is america now.",163026 +1,RT @Chris_Meloni: Bullied by global warming https://t.co/1jg0oSqF7i,86993 +1,"RT @Blueland1: As Trump ignores record temperatures, taxpayers are footing the (huge) bill for climate change https://t.co/11k2eyXgej",109786 +0,RT @jessesingal: global warming is far too slow https://t.co/4sB202NBlz,777989 +0,@ScottAdamsSays expect changes to his climate change policies too,537246 +1,"RT @9GAGTweets: Last Saturday, 200 hackers at UC Berkeley gathered to save federal climate change data before.. https://t.co/4AdrHaPVaH",520265 +0,"RT @JeffreyGuterman: #Trump has selected Myron Ebell, a climate change and global warming skeptic, to lead the @EPA transition team.…",789069 +1,RT @madmarch_: Florida is literally about to sink because of rising sea levels due to global warming and they just voted for a man who thin…,157148 +1,"@cd_hooks possible drone is simply weather-related data collector, so he doesn't want back because climate change is 'hoax from China.'",450076 +2,"RT @peggyarnol: As climate change heats up, Arctic residents struggle to keep... https://t.co/WpVrjkpC7G #Arctic",352837 +1,"World: Upside Down +China warns Trump against abandoning climate change deal https://t.co/qCUhWLJgDZ",936339 +1,RT @World_Wildlife: How climate change impacts wildlife: https://t.co/ozTap4cdlK #COP22 #EarthToMarrakech https://t.co/xm5XgpVhqY,2693 +1,"AUNZ — Waikato project to help people adapting to climate change - Associate Professor Morrison adds: “For example,… https://t.co/XGdOJkyFg1",695856 +1,"climate change deniers, read this and tell me if you see parallels with the world we live in now. #ableg #cdnpoli https://t.co/prU1UrjMO9",852388 +-1,@terrymorse @KamalaHarris You bought into the man made climate change myth. You have been duped.,340042 +1,Why composting matters: Composting builds soil & mitigates climate change: https://t.co/jB2MjUs4nk @kissthegroundCA https://t.co/BqO1tgHykZ,105592 +0,RT @1stevedoerr1: @yceek but Leonardo DiCaprio will still claim it was necessary to go to South America to find snow due to climate change.,311837 +1,RT @clara111: @Tibetans #Mongolia: Facing climate change collectively @AJEnglish https://t.co/xgveFxozxZ,940855 +0,"If you want to do a PhD on marine microbes in relation to climate change, this is your chance: +https://t.co/j724Gqu91U",695443 +-1,"RT @barelypolitix: Liberals say there's no money for border wall ... but plenty of money to: + +~ Send to Iran + +~ Research 'climate change'…",489797 +1,RT @miel: if you are not wanting to 'get political' consider this - trump's actions re: climate change will render this plane…,624095 +1,RT @lucia_oh_: #Latinos want aggressive policies to combat #climate change & reject Pruitt's record: https://t.co/rViKLETZWA @SenDeanHeller…,599211 +1,I’m supporting #EarthHourUK to show I want action on climate change. Join me to #MakeClimateMatter https://t.co/0ZQu6jn4al,121851 +1,RT @SenSanders: We have a president-elect who doesn't believe in climate change. Millions of people are going to have to say: Mr. T…,25496 +1,#Paris #climate change agreement enters into force - at last! Let's get moving. https://t.co/jihAmXqbnT,953331 +2,"#weather Mediterranean to become desert unless global warming limited to 1.5°C, study warns – Inhabitat https://t.co/xm4Zq3X8kp #forecast",348357 +1,@Jimijam77 stay tuned! Next up: 'global warming's effects on christmas dreams. The girl who never got to ski' https://t.co/pEQk48v6yK,592841 +1,"RT @JamesMelville: Trump has frozen all EPA funding. This includes: +- toxic clean ups +- climate change research +- air pollution control +htt…",367512 +1,RT @FactsGuide: This photo by Kerstin Langenberger shows how polar bears are being affected by climate change. https://t.co/g6KXAdyLHd,947494 +-1,"@1strangequark We had a category 3 in 1966, this is still listed as a category 2, so was climate change worse almost 47 years ago?",494610 +2,RT @latimes: Oil companies outspent environmentalists during California's climate change negotiations https://t.co/bQf7OLAj7b https://t.co/…,500710 +0,What more does MARTINEZ have to do to get in the first team?? Stop global warming? Bring world peace?,938134 +1,RT @NatGeoPhotos: Startling images from around the globe help us hone in on climate change: https://t.co/N3KvYQ3Jkx https://t.co/0mGvbO778T,364997 +-1,"@Carbongate @guardian Husband is scientist, knows climate change=Faked data, but most scientists get $ from DOE must go with 'party line' BS",968788 +1,RT @Carolinecxleman: how one doesn't believe in climate change is mind blowing to me,691892 +-1,"@DrMartyFox pull out we don't need a bastard child of climate change, first time I would approve of an abortion. Ab… https://t.co/TprYFB7jkT",171379 +1,RT @MalcolmChishol1: What we'd expect from a climate change denier. On this and a great deal more he must and will be opposed. https://t.co…,9957 +0,RT @jdisblack: your shit suffering from global warming https://t.co/J2dda32UFI,152420 +1,RT @AlisonRoweAU: Are you climate change risk ready? Join us and find out more https://t.co/GRqnrBYQSM @FBC_Australia @SustainVic @CentrePo…,349611 +1,"@alexavellian @jkenney Cost of doing nothing abt climate change & pointing fingers instead, more than doing something. Grow a pair & man up",999022 +2,RT @guardian: Al Gore: battle against climate change is like fight against slavery https://t.co/C93UUX4wPs,112429 +2,RT @JenLucPiquant: Emergency campaign launched to convince Trump climate change is real. Failure risks 'planetary disaster' https://t.co/ns…,89104 +1,"RT @GhostPanther: Biggest loser tonight is the human race. Cause climate change is gone as an issue in Trump America. + +THIS IS A HUGE DEAL.…",636762 +1,US senate's enviro committee chair @jiminhofe is 'probably the most prominent congressional climate change denier'.… https://t.co/yoqfnbFM4x,982914 +0,Hilary should appoint Barak and Matt @MattDamonOnline to handle climate change.,544537 +1,RT @ClimateCentral: The freakish February warmth is just the latest example of how climate change is making record heat more common…,52312 +1,RT @WWFScotland: No time to waste! Sign up to #EarthHour to demand strong action on climate change https://t.co/7K4by7W3sR https://t.co/xoo…,778577 +1,RT @alexa_rapp: when ur enjoying this 60* weather but realize global warming is real https://t.co/h5QX5YPBGx,639552 +2,US climate change campaigner dies snorkeling at Great Barrier... https://t.co/S1ktZvPUIh #GreatBarrierReef,281133 +0,RT @taeyong1st: Taeyong is like the global warming bec he's waaayyy too hot https://t.co/OlsualfbVD,502548 +0,@ManWithTheBFG I believe in climate change but I also don't know what happens after I die so I don't really care that much either,296010 +-1,RT @JebSanford: Obama gave Iran a future with nuclear weapons Trump got out of the Paris Accord.Mindless liberals fear climate change more…,299954 +2,World&#039;s major cities to invest 375B USD to combat climate change https://t.co/a8oglDUfY3,337939 +1,"@HALEMA20 please join us next week to find out how Bangladesh refuses to be a victim of climate change:16 Nov, 6-8p… https://t.co/kEstlNUjfM",64219 +1,RT @Vaishax: Trump called global warming a Chinese hoax. He couldn’t have been blunter about this. https://t.co/fZMgkKBCrQ,552544 +1,RT @mathewrodriguez: Denying that people living with HIV don't transmit the virus is akin to being a climate change denialist to me. The sc…,353670 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,227346 +2,#LongIsland #TechNews: How does Trump really feel about climate change? https://t.co/EhJMuoRHuC,442735 +2,RT @OFA: The nation's top medical societies say that man-made climate change is making Americans sicker. https://t.co/qE4356FAyj #ActOnClim…,142735 +2,"RT @climatehawk1: Europe faces droughts, floods, storms as #climate change accelerates | @Guardian https://t.co/6rdSOH5S54… ",849649 +2,Paris pledges insufficient to meet 2°C climate change objective https://t.co/KCi8r6wheO,617942 +1,RT @Senor_Sam: I think the thing I'm most worried about after Trump takes office is the environment. He's going to gut every climate change…,428132 +1,"@CertainSm1 I’m creating a new think tank for climate change, would you join and post your tweet also at https://t.co/u1UbQXLmrF ?",174033 +-1,Lmao fools still think global warming is real....IT'S 20 DEGREES OUTSIDE WAKE UP PEOPLE,603068 +0,RT @KarenPtbo: Mega-sized Canadian delegation in Morocco for this year’s United Nations climate change conference…,848986 +1,RT @betterthemask: Before the Flood's free to watch now - @NatGeo film abt how we can prevent catastrophic climate change disruption https:…,350132 +1,RT @PScotlandCSG: Wonderful partnership between @commonwealthsec+Fiji to deliver regenerative answer to ocean+climate change challeng…,302928 +1,RT @luisbaram: I've NEVER met a climate change denier but maybe my situation is unique. https://t.co/yAeJUHy4lS,684732 +1,RT @davidsirota: Modern liberalism is accusing people of being Russian agents if they suggest climate change is as important a political is…,248518 +1,RT @ConversationUK: Understanding how biodiversity responds to climate change requires an interdisciplinary perspective https://t.co/DaRqSc…,899648 +-1,RT @RitaPanahi: Pope grandstands on climate change & Islamaphobia while Christians are ethnically cleansed from parts of Africa & much of t…,504388 +1,"RT @NatGeoChannel: Watch #BeforeTheFlood right here, as @LeoDiCaprio travels the world to tackle climate change https://t.co/LkDehj3tNn htt…",987517 +1,RT @spookykiah: wouldn't it be grand if man-made climate change deniers who cry 'it's only a theory' just stopped believing in gravity too…,117933 +2,RT @ClimateGroup: Germany makes climate change G20 priority https://t.co/3sHt7B5r44,55720 +2,"RT @pmagn: Methane emissions surge threatens climate change goals +https://t.co/mbFNRYQ1C1",815775 +2,RT @canativeobt: On the frontline of climate change in the South Pacific https://t.co/eVPEuTiCwd,835710 +1,RT @theresphysics: Science loses out to uninformed opinion on climate change – yet again https://t.co/QW1opvCQsA via @ConversationUK,400994 +2,RT @BerniesHomie: US Defence Secretary James Mattis says climate change is already destabilising the world https://t.co/XWOXBcUK89,302871 +0,HAPPY NEW YEAR? A war over global warming and increased space tourism… what Nostradamus predicted for 2017 https://t.co/ph5ttNavmy,413817 +2,RT @EIAinvestigator: #Asia: Can snow #leopards survive #climate change? https://t.co/2jK73u1yR8 https://t.co/P0zd9qaws8,448047 +1,"RT @CNN: Cooper: Does Trump believe in climate change? + +Ex-campaign official: 'He loves the outdoors'; that's wrong question https://t.co/A…",799268 +2,Demonstrators demand that Roskam address climate change - Chicago Daily Herald https://t.co/Pap018rBC6,733710 +1,RT @BernieSanders: #ImVotingBecause the future of the planet is at stake. Hillary Clinton will combat climate change. Donald Trump thinks i…,426943 +1,RT @AskFuhknJeebz: 70 degrees in December in Virginia and there are people who still dispute climate change. Really what more proof do you…,994899 +1,".@lisamurkowski: 'In Alaska, we don't talk about whether climate change is theoretical' #CSISlive",122571 +2,RT @Deanofcomedy: CDC abruptly cancels long-planned conference on climate change and health https://t.co/vzm1aObqOJ,546630 +1,RT @climatehawk1: Fighting for freshwater amid #climate change | PBS @NewsHour https://t.co/FYtT2vNezX #globalwarming #ActOnClimate…,235369 +1,From @haqqmisra: The time is ripe for isolationist elected officials to take action on climate change. https://t.co/qNyKRXmdFE,945753 +2,"RT @NYTScience: A study argues that Exxon “contributed quietly” to climate change science, “and loudly to raising doubts about it.” https:/…",485246 +-1,"Is the agenda behind 'human-made global warming' an anti-capitalist one? https://t.co/DeKs49Yeww + +#globalwarming",709436 +-1,"RT @TheMarkRomano: Remember, we're supposed believe everything this fool says about 'climate change.' + +https://t.co/c4q7UDJgiw",673562 +0,"Trade Center, right now, we need global warming! I’ve said if Hillary Clinton were running ‘The View’, I’d say ‘Rosie, you’re",196889 +1,global warming is real. https://t.co/KYwPD10vH2,444294 +2,RT @FT: Saudi Arabia will stick to climate change pledges https://t.co/Cq2sVO7X1f,367403 +1,RT @Europarl_EN: The EU will keep leading the fight on climate change #ParisAgreement https://t.co/pTkFmC0TwA https://t.co/YN3PPDGgTR,699229 +1,"RT @maisiekemp_: Makes me so sick that a racist, sexist, discriminative man who thinks global warming is a myth is going to have so much in…",221499 +1,"RT @paleblueeyes24: Q: Does President Trump believe in climate change? +A: He believes in beautiful chocolate cake. +#pressbriefing https:…",181402 +1,RT @iTunesTrailers: .@AlGore follows up his 2006 doc on global warming with the equally motivating An Inconvenient Sequel: Truth to Pow…,201455 +1,RT @SenSanders: We have a president-elect who doesn't believe in climate change. Millions of people are going to have to say: Mr. T…,980273 +0,RT @CivilJustUs: How do they expect us to care about global warming with all this penguin on penguin crime?? https://t.co/HypysWHvVV,923485 +1,"RT @jlpratt4: This is why, @realDonaldTrump, we need to address the very real issue of climate change. Check w/ @NASA, it's real:…",443429 +1,RT @WIRED: Researchers were all set to study the effects of climate change in the arctic. Then climate change got in the way https://t.co/a…,776121 +2,"RT @GuardianNigeria: Experts say global warming will lead to premature death of 150 million people by 2050 due to protein deficiency +https:…",893358 +1,RT @SpiritualSmoker: it's absolutely disgusting how big of a problem climate change it yet nobody seems to give a fuck,372843 +1,"RT @Clara_k11: Remember when @realDonaldTrump said global warming was a hoax created by the Chinese? Well don, it wasn't.",514609 +1,"RT @NatGeoChannel: Watch #BeforeTheFlood right here, as @LeoDiCaprio travels the world to tackle climate change https://t.co/LkDehj3tNn htt…",569899 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,749822 +2,"Biocrust, the living skin of desserts, and its degradation effects on climate change via @wef https://t.co/GrFJx2xDcW",366316 +1,RT @350Australia: Turnbull is in complete denial about the damage global warming has done to the Reef. Still pushing for new coal pro…,500492 +2,"RT @CBDNews: 'At #COP22, UNESCO showcases indigenous knowledge to fight climate change' @malaysiasun https://t.co/zbxx6vJ1HZ https://t.co/P…",548029 +1,RT @Jakee_and_bakee: Happy bc warm weather but sad bc climate change,850677 +1,"RT @KamalaHarris: I stand with @JerryBrownGov in saying that California will not back down on climate change. +https://t.co/xP8Y6eSmyx",276811 +1,"RT @Tomleewalker: #WhyGoVegan because who wants to play a direct role in perpetuating the lead driver of climate change which costs us 250,…",117984 +2,"RT @HuffPostGreen: Americans' global warming fears at highest in nearly a decade, survey finds https://t.co/ZiSH6SyVrp",602545 +1,@SeeDaneRun You're responding to someone that doesn't care that millions would die from climate change. Maybe a waste of your time.,591982 +1,"@thesoapcompany BUT kowtowing to Putin, ignoring climate change, reverting to coal use will affect all. 4 starters. Can't really debate here",429826 +2,"RT @thedailybeast: Badlands National Park, which defied Trump by tweeting about climate change, deleted its tweets a few hours later… ",7139 +0,@CEgenhofe Seen this in @ChristianToday? Christians can't afford to bury their talents on climate change… https://t.co/NJ8ISpnn99,30242 +1,RT @HeyseRick: My concern is we have tipped the scales too far. As well as fighting climate change we must also prepare for the co…,233651 +1,RT @CleanAirMoms: .@SenDonnelly – climate change puts Hoosiers at risk. Please protect us and vote to reject #PollutingPruitt. https://t.co…,256673 +2,Pages on climate change and LGBT rights among topics scrubbed from the White House's website https://t.co/aZrq1OXabu,260552 +0,"@EAGLEjme @intelligencer But it might end global warming. + +The insects that survive will forever be indebted to us.",216709 +1,RT @LesleyRiddoch: British state not equipped 2 tackle world challenges of climate change & automation but tied to archaic vested interests…,261513 +2,Trump’s Defense Secretary just called climate change a “National Security Challenge” via /r/climate … https://t.co/IrjKC3010z,943372 +1,RT @nowthisnews: Not even bicycles are safe from President Trump's vendettas against Barack Obama & climate change https://t.co/9BZGGD5uxt,18642 +1,RT @PaulEDawson: 150 years of global warming in a minute-long symphony – video - #climatechange https://t.co/YbHCZJkNtg,430344 +0,"RT @ramonbautista: Numinipis na ang yelo sa Arctic Circle, pati si Santa nangangayayat na. Nakakatakot talaga ang global warming https://t.…",504450 +1,One of the key issues that I really feel passionate about is climate change.,812273 +1,"RT @GavinPolone: There is always a bright side: Trump rejects climate change, but Mar-a-Lago could be lost to the sea https://t.co/WMCzf4L4…",564172 +1,RT @ThysNoisia: ������ Big picture reminder: climate change and nuclear weapons are the most threatening factors in the world. No. 1 & 2 on th…,569200 +1,5 ugliest #effects of climate change https://t.co/31XLigpceu,505155 +1,RT @JustinHGillis: Ever heard of 'peatlands?' Profoundly important to learn if you care about climate change: https://t.co/YjawAIA4ix @henr…,244349 +1,RT @BernieSanders: 'The concept of global warming was created by and for the Chinese in order to make U.S. manufacturing non-competiti…,741277 +0,"RT @sara8smiles: Remember when someone says 'climate change' and freaks out. +Laugh real hard like I do.���� https://t.co/3VkuS8IXk1",387345 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,196623 +1,"RT @NatGeoChannel: Watch #BeforeTheFlood right here, as @LeoDiCaprio travels the world to tackle climate change https://t.co/LkDehj3tNn htt…",554818 +1,RT @Greenpeace: Do you wish governments would do more to prevent climate change? https://t.co/h4oFKhQbce,691859 +-1,@TuckerCarlson @realDonaldTrump wrestling meme is more real than climate change ! #Tucker,748586 +-1,March to support science? Bullshit! March to ram bullshit 'climate change' down our throats!!!,197109 +1,RT @RepAdamSchiff: Starting my town hall at @Caltech to discuss climate change and the assault on science. Watch here: https://t.co/HTSc7op…,188492 +0,RT @conradhackett: 51% of conservative Republicans said climate scientists don't understand whether climate change is happening…,760407 +1,"RT @matthewbennett: It's not just climate change. The White House LGBT page has disappeared too: +https://t.co/Z0nIk2kNuC https://t.co/f8JpS…",220687 +-1,"@RollingStone global warming is a natural phenomena...if it weren't, we'd still be covered in ice",592541 +2,"RT @latimes: Why global warming could lead to 100,000 more diabetes cases a year in the U.S. https://t.co/LdQ2leq5qt https://t.co/9HYxMMVNTv",965882 +2,RT @NYTScience: How President Trump is planning to dismantle President Obama's climate change legacy https://t.co/7VFsvJ86FS,948361 +1,RT @CookieBo: @coolworld0 @oreillyfactor he's hiding Big Oil deals with Russia. Ans his Russian Friendship Medal. And climate change.,99493 +2,Barack Obama warns climate change could create refugee crisis ‘unprecedented in human history… https://t.co/XPE8EH3CFL,573408 +1,"RT @JustinTrudeau: At the Vatican today, meeting with Pope Francis to talk about climate change, migration and reconciliation – it was…",993766 +2,RT @UN_News_Centre: #COP22: #UNSG Ban urges rapid increase of funding to address climate change. https://t.co/GzkhU6sl4C https://t.co/oqOw7…,481454 +2,RT @climateprogress: Will global warming help drive record election turnout? https://t.co/R6Ig2hH2th https://t.co/4r7Z5j3QJz,704065 +-1,These global warming crackpots have lost it! Join us & enlist at https://t.co/cwjCGbkHRv. Patriot central awaits. https://t.co/5LLskkhuy4,254208 +1,"@DelilahSDawson Everyone ignores climate change, spending their time screwing each other over.",864953 +2,GMs vice chairman calls global warming a crock of sh: GMs vice chairman calls global… https://t.co/dWMYtohqLO,860146 +1,"RT @BayoumiMoustafa: No, he's right! The new primary contributor to climate change is orange spray tans. https://t.co/7m9ljsklgL",665887 +1,Uganda’s agriculture can’t thrive beyond 1.5-degree global warming #FarmingAgriculture https://t.co/3oYWQrkZ82,562499 +1,"RT @iconickkk: Trump claims global warming is fake, and most big meat corporations (which are contributing immensely to global warming) don…",524717 +0,"RT @politicsinmemes: When climate leaders like @LeoDiCaprio think a chinook is climate change, are we at all surprised? #climatechange http…",981360 +1,"RT @Cryptic1iam: Guys who send unsolicited dick pics are like climate change  + +We know you are there. But it's so sad we pretend you don't…",430425 +1,@freedomforce990 @postcardjohn @DclareDiane @JunkScience are you also a climate change denier???,133267 +1,#Google ForbesTech: Here's why EPA head Scott Pruitt is wrong about C02 and climate change https://t.co/4VmjteEwRB https://t.co/YvJZyxGotp,595458 +1,RT @expatina: Maybe he has a favorite prayer to Mammon he can teach us for the next climate change catastrophe. https://t.co/4PHl6ccIoL,197050 +2,Sciencemag: Dems think #HR3293 is a 'political litmus test' for funding social science & #climate change research https://t.co/k0C3wcr1yp,234577 +-1,"RT @GartrellLinda: Energy Dept. REFUSES to hand over climate change info to Trump! https://t.co/AbGP035GrT +FIRE INSUBORDINATE EMPLOYEES +Fre…",620457 +2,"RT @washingtonpost: Scientists just found another case of climate change wiping out an underwater ecosystem +https://t.co/vjWdUpjDVd",601187 +1,"#ClimateChange #GlobalWarming China clarifies for Trump: uh, no, global warming is not a Chinese hoax https://t.co/KIcoQrLrFF via @voxdotcom",891610 +1,"RT @NatGeoChannel: Watch #BeforeTheFlood right here, as @LeoDiCaprio travels the world to tackle climate change https://t.co/LkDehj3tNn htt…",303715 +1,@realDonaldTrump Keeping our nation safe means taking action on the more pressing threat...climate change,49728 +2,"RT @EnvDefenseFund: Interior Dept. censors climate change from news release on coastal flooding, and scientists are outraged. https://t.co/…",350654 +2,RT @HoustonChron: Study finds global warming could steal postcard-perfect days https://t.co/HmvFf8liHZ,90455 +1,RT @allinwithchris: .@algore on the fight against climate change: 'I think the momentum is unstoppable now. We're winning this' #inners htt…,466809 +0,Are climate change and radical Islam even related in anyway Tammy https://t.co/A28NiyV0at,162642 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,762388 +2,G7 talks: Trump isolated over Paris climate change deal - Germany called the climate change talks 'very unsatis... https://t.co/xlKf4aBW1C,977987 +1,"@ClimateNewsCA @BillNye @neiltyson I was being lighthearted, but I can be more clear: 'Human accelerated global climate change.'",22283 +2,#Nigeria #news - BREAKING: #Trump pulls US out of global climate change accord https://t.co/hcYUhAsZ8n,697778 +1,RT @Slate: Trump will be the only world leader to deny climate change: https://t.co/0uCR0DV2jb https://t.co/a1BiBH3wE8,947688 +1,p sure its just global warming we r close to tha end folks https://t.co/rTvpJkhTMV,53130 +-1,RT @FunnyAnimals: How to solve phony 'climate change' problem INSTANTLY: Believers quit driving & flying. Deniers go about life as usual.…,759720 +2,"RT @BBCWorld: The Great Barrier Reef can be saved only if urgent steps are taken to reduce global warming, new research warns.…",176933 +1,"RT @bbylychee: Regular cheetos: +Doesn't believe in global warming +Bad driver +Eyebrows unblended + +Hot cheetos: +4.0 GPA +Loved by moms +G…",72055 +1,America will not be great again. & our earth is doomed as well because of a man who believes climate change was created by the Chinese. Bye.,483349 +1,people surly deserve climate change for torturing earth punishment for loosing the conscious https://t.co/ulvQ639fRz,564389 +1,RT @WMBtweets: The signs are already here. Leadership on climate change is proving to be remarkably resilient @CFigueres #WEF https://t.co/…,778989 +1,Now we have a moral duty to talk about climate change (Opinion) https://t.co/MCU3nP7I7a,380820 +2,RT @ClimateCentral: Europe's coasts will see higher and more frequent extreme coastal floods in the future due to climate change…,372401 +1,‘Moore’s law’ for carbon would defeat global warming https://t.co/Wb3NAHJCfz We cannot allow the LNP To refuse to act #auspol #ClimateChange,241716 +1,RT @Tomleewalker: good afternoon everyone except ppl who contribute to the single largest direct cause of climate change for a Big Mac but…,696397 +1,RT @ThirdForceNews: Praise as Scots climate change targets achieved https://t.co/8PKVBFPqbj @sccscot https://t.co/N8BhvSP3T4,656411 +2,"RT @gadyepstein: Role reversal: China—once seen as an obstructive force in UN climate change talks—warns Trump not to abandon deal + +https:/…",509747 +1,@haavoc Key word: apocalyptic. There are a lot of RW Christians who don't care about climate change bc these storms… https://t.co/OWWJMWmsyu,192878 +0,RT @ReclaimAnglesea: G7 summit ends with split between Trump/other leaders on climate change (Can the world trust the US or not? #uspoli) h…,605001 +1,RT @SenSanders: If we don't address climate change there'll be more conflict over limited resources. We must listen to scientists not fossi…,846314 +1,RT @COP22: COP22 kicks off today! Let's keep the momentum going in the fight against climate change and towards a low-carbon…,324308 +1,RT @JoeBiden: Honored to see Ecumenical Patriarch Bartholomew in Athens – his leadership on climate change and the environment is…,579986 +0,"RT @KatyTurNBC: Trump says he will cancel Billions of dollars to the UN for global warming. 'By the way, no one knows what happens to that…",120943 +-1,@DRUDGE_REPORT @washingtonpost souch for global warming or whatever the hell they call it.,325101 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,496766 +0,I hunger for copperhead snake as my mind turns to climate change.,367792 +0,@wryansmith can climate change take us before then,73680 +1,MIT researchers create a robot that can 3-D-print a building in hours https://t.co/y7aC56L6Nb A new climate change adaptation strategy!,930253 +1,RT @randyhillier: Sajjan links Syrian conflict to climate change https://t.co/KwTOpkMrjX. Can we send over some of Ontario windmills to end…,533707 +2,Listen to 58 years of climate change in one minute https://t.co/gp55aMnKof,786110 +0,"Interesting results from a survey of the American population's perception of climate change... +https://t.co/1MivnNx15i",917710 +1,RT @diana_chillcce: This is what climate change looks like @CNNI https://t.co/1Afmuxe2jv,386036 +1,RT @Susan_Masten: How will climate change our health? Let me count the ways! @EPAScottPruitt @EPA @altUSEPA @ActualEPAFacts https://t.co/9H…,911390 +1,RT @RichardJMurphy: Centrica has donated to US climate change-denying thinktank https://t.co/GabO4Zgj79 No surprise there: profit before pl…,3410 +1,RT @climatehawk1: Utah students organize public hearing on #climate change | @DeseretNews https://t.co/XbqUon67ql #ActOnClimate…,696396 +2,"In race to curb climate change, cities outpace governments https://t.co/WANOgZggpN via @ReutersUK",468218 +1,RT @rebleber: Badass girl invited her congressman to her science class to learn about climate change. (He declined) https://t.co/11fJ5PePhS,918097 +1,RT @AndyBrown1_: 'How could it be that the largest oil company in the US knows more about climate change than the president?' https://t.co/…,482044 +2,RT @guardian: Head of EPA denies carbon dioxide causes global warming – video https://t.co/z93ORsQwSh,61644 +0,@Mikel_Jollett climate change or trumpets would say the apocalypse,1108 +0,A dictator wishes to poison climate change is born in Tasmania.,241330 +2,RT @impishchimp: ��Vancouver company Corvus Energy has created electric ships poised to combat global warming https://t.co/5mtEehMlaf…,363814 +1,"Dear climate change deniers, +No one respects you or wants to hear anything you have to say. Shhh.",76474 +1,RT @Figgy_Smalls_: I guess it's going to take 12 months of summer for people to believe in climate change,759391 +1,@neiltyson Please help stop climate change we need to do something. The earth is dying,222679 +1,"Vladimir Putin ceased export of wheat due to climate change, which in turn caused civil unrest in Cairo, Egypt. #ujelp17 #4corners",731484 +2,Donald Trump's likely scientific adviser has called climate change scientists a 'glassy-eyed cult' https://t.co/lNsQikwNFs,133474 +1,RT @Paul_Scientell: Great resources and support for climate change adaptation in Australia. @NCCARF #climatechange https://t.co/zgtxxX7584,231615 +1,"RT @littlecatladyy: @vegansfordonald you do realize that donald trump is not vegan, right? and also thinks climate change is just .. we…",234581 +1,Denying climate change is fighting to ensure every student has been short a parent's plan enables millions of us for their,505291 +2,Impact of climate change on harmful algal blooms: https://t.co/c6gij12EKS,849153 +-1,RT @DrSue19380: @lkk1945 @RealStrategyFan SOS Kerry after he signed. Under the guise of climate change on our tax $. Now he is only SOS o…,421804 +0,Harry is journaling about the dangers of global warming,347233 +1,RT @RogerAPielkeSr: “CO2 is primary GHG that is contributing to recent climate change' https://t.co/ZC5EjbC6t7 EPA s wrong e.g. see https:/…,314143 +-1,@WashTimes the religion of global warming with every weather event viewed thro that lens. Scientist manipulating data! Discredit other scien,479451 +0,"Pohon kehidupan yg tadinya bs jd solusi global warming, malah jadi masalah baru yg memperparah.",390898 +1,"RT @patagonia: If our elected leaders fail to approach the environment & climate change as serious issues worthy of urgency & action, it wi…",386421 +0,"Kentut sapi termasuk penyebab utama global warming, karena mengeluarkan gas panas yang bisa merusak udara.",108948 +-1,"If you so much as heat your home in the winter, you're a climate change denier. https://t.co/bTMAyY28iV",51769 +2,"RT @guardian: Indigenous rights are key to preserving forests, climate change study finds https://t.co/kwGUXoPlOQ",97110 +0,RT @larryareathome: Y'all sleeping on this tweet is the reason why global warming is happening. https://t.co/IXTMnwzHzv,173735 +1,RT @SethMacFarlane: HRC proposes installing half a billion solar panels by the end of her first term. Trump thinks climate change is a hoax…,399479 +1,RT @RonEClaiborne: I’m a scientist. The Trump administration reassigned me for speaking up about climate change. - The Washington Post http…,944360 +0,@akent @shanbennet How does climate change fit in with that rule? ; -),121501 +-1,@Zakk2Gud @PopSci 97% support man-made global warming?? You think so???? https://t.co/Xr9zcGek5K,222557 +1,@nytimes Good thing US and UK governments really care about climate change... ��,227846 +2,"RT @SafetyPinDaily: The climate change lawsuit the #Trump administration is desperate to stop going to trial | By @chelseaeharvey +https:/…",716621 +1,"even if scientists are wrong about climate change, why would you not support investment into precautionary measures to prevent total (+)",421301 +1,RT @SimnHess: Reduced fish catches in West #Africa due to climate change could lead to 50% fall in #employment in the sector by 2…,180393 +2,RT @9NewsAdel: Report says Australia can expect to have more intense thunderstorms in years ahead because of climate change: https://t.co/Y…,794534 +1,RT @ontrack0: @TheCVF High Level Meeting representing those most vulnerable to climate change starting now at #COP22 #1o5c https://t.co/r6y…,914138 +1,"RT @Patrickesque: decades from now when climate change causes a global famine, we will eat the Republicans first. https://t.co/n1eIVis8Ij",134301 +2,Atmospheric rivers fueled by climate change could decimate wild oysters in San Francisco Bay https://t.co/XvLoesJfhp,740418 +1,RT @Innisfree: #citizenscience can help people learn about climate change for themselves. Loving @latimes lately. https://t.co/T9fOhiVRsO,847635 +1,"RT @CeresNews: While @EPAScottPruitt denies science that says carbon causes global warming, 950+ businesses demand a #LowCarbonUSA https://…",48826 +2,"According to UN, 1 in 30 people could be displaced by climate change by mid century. + + https://t.co/fvY5ekbhE0",740427 +1,RT @Fusion: America is about to become the only country in the world with a leader who doesn’t think global warming is real.…,818957 +0,RT @KimletGordon: Climate change climate change climate change climate change climate change climate change climate change climate change,218239 +0,"If global warming isn't real, then why is club penguin shutting down?",650364 +0,"RT @Sugarcubedog: It wasn't classified when she sent it, and it's about climate change. FBI has already reviewed. https://t.co/kHQZnkCsgH",771982 +2,RT @AP: Growing algae bloom in Arabian Sea tied to climate change. Story: https://t.co/EHim23CRGx https://t.co/pyEN95U7au,928329 +1,If climate change is so awful and HUMAN made why do we allow people to have 5 plus kids. We should be like China & demand 1 kid per FAMILY!,462921 +0,RT @AngryGranny1: The corrupt idiots of @LiberalAus think their usual method of stacking boards with cronies will make climate change…,826368 +1,RT @YEARSofLIVING: The @nytimes should not have hired climate change bullshitter Bret Stephens via @drvox @voxdotcom https://t.co/tMCFFTAq…,431331 +1,RT @SenSanders: We have a president-elect who doesn't believe in climate change. Millions of people are going to have to say: Mr. T…,749047 +2,The 'simple question' that can change your mind about global warming - CNN https://t.co/DWJhULn33N,399132 +2,RT @Timatkin: Record-breaking climate change pushes world into ‘uncharted territory’ https://t.co/vEwhXdchpX,288498 +-1,Yesterday I wondered who the first loon to blame London on climate change would be. https://t.co/6tLiuIP55Q,485933 +1,*tries to explain climate change to my dad* him: 'it's God's doing' ??????? what ?,213638 +-1,"RT @SkepticJohn: If man-made global warming is fact, why do you have to fake data to support it? https://t.co/GKLGn9wKyf",670956 +1,RT @hihannahey: y'all wanna complain about it being hot in november but don't wanna talk about climate change and rising ocean levels... mh…,610136 +1,RT @SenKamalaHarris: President Trump just threw away a plan to combat climate change & protect the air we breathe. Three words of advice: r…,319605 +1,RT @ilooklikelilbil: ma ya MCM dont believe in climate change and pollution he watching the world on fire and thinking 'John 3:16 God Got M…,327165 +1,Nothing threatens access to fresh water more than climate change. https://t.co/2jtjY9boSr,247474 +1,"RT @cbryanjones: The list of countries who have turned their back on addressing climate change is short: Syria, Nicaragua, and … the United…",11766 +0,RT @cpiazzi: Do you believe in climate change?,242128 +2,RT @randlight: Rex Tillerson accused of using email alias 'Wayne Tracker' to discuss climate change at Exxon https://t.co/ilYzuXj47S via @s…,297226 +1,"Trump’s Chief Strategist is a racist, misogynist, #climate change denier. We must #StopBannon. Sign on & share: https://t.co/GnB3bkkMO8",753239 +1,RT @SenSanders: We have a president-elect who doesn’t believe in climate change. That’s frightening for this country and the world.,68462 +1,Most people on the planet underestimate the seriousness of climate change. But scaring them won't get them to act… https://t.co/wRdEBl4xwP,817014 +-1,"RT @KurtSchlichter: Remember, what liberals call 'climate change' is a huge fraud designed to impoverish and disempower you while enriching…",54883 +1,RT @SethMacFarlane: HRC proposes installing half a billion solar panels by the end of her first term. Trump thinks climate change is a hoax…,99853 +2,RT @BostonomiX: How Wynn is building its casino along the Mystic River to protect against climate change https://t.co/GM0bJRrffp,993052 +0,More than six in ten Trump voters support taxing and/or regulating #climate change-causing pollution… https://t.co/hKEZLg41Mi,375585 +1,RT @nytopinion: The effects of climate change policy can't be easily reversed. Here’s what we could lose for good. https://t.co/juSrUIcWGV,234335 +1,RT @craigtimes: Death of coral reefs due to #climate change could be devastating for humans too https://t.co/TMtBQUncMF via @brady_dennis,399134 +1,Way to go Blackrock! Financial firms lead shareholder against Exxon Mobile and their climate change policies! https://t.co/h0KlhENvAX,153779 +1,RT @Rachael_Swindon: Theresa May does deals with terrorists. It will be easy for her to do deals with climate change denying homophobic…,883444 +2,"On climate change, Scott Pruitt causes an uproar — and contradicts the EPA’s own website https://t.co/3mXFXtpusS https://t.co/Gt4YvXZk4K",673564 +1,"As expected, Trump EPA chief (and fossil-fuels advocate) Pruitt quick to deny scientific consensus on climate change https://t.co/fSzVKKFlmo",939926 +1,"Conservatives: *thinks global warming is a hoax* +Also conservatives: *defends beliefs on sex and gender with science*",692460 +1,"RT @KamalaHarris: You want to talk about women’s issues? That’s fantastic. Let’s talk about health care, education, climate change, a… ",354526 +1,the fast-moving deregulatory agenda isn't just going to hurt public health and efforts to fight climate change; it also has zero mandate,813105 +0,"RT @mgoldfarb999: Per the article,' It found that if the United States delays addressing climate change domestically for four to... https:/…",129131 +0,"RT @rebleber: -NYT opinions=generally bad +-you'll survive this newscycle +-surviving climate change less certain +-support nonprofit journali…",977502 +0,#AccordodiParigi Stop sussidi a fonti fossili contro climate change. @LeonaroDicaprio https://t.co/sUnxqootqz,694292 +1,RT @KalelKitten: It is SO SO SO important for our generation to understand the reality of climate change. Please watch Before The Flood! ðŸŒðŸƒâ€¦,220594 +2,RT @syqau: Many Americans think climate change will lead to human extinction https://t.co/hANblWSvQz,703645 +0,"@Herring1967 It's global warming. Today it's your arse, tomorrow the ice caps.",876270 +-1,RT @badbrad888: @CHNGStockton climate change one big money making scam. I'd love Trump to expose the whole thing,387997 +2,RT @thehill: CDC cancels major climate change conference https://t.co/UkpRVobANE https://t.co/zbD5HgNzmz,412974 +1,"RT @missmayn: 1957: Cigarettes don’t cause cancer. + +2017: Humans don’t cause global warming.",800329 +2,"RT @EcoInternet3: New CBA case a warning: Step up on #climate change, or we'll see you in court: Guardian https://t.co/0SOuLPemBX #environm…",603362 +1,But there's no such thing as global warming according to the white man's president https://t.co/3t1eiKsZTh,253291 +-1,@redsteeze @AmeliaHammy But the left and some on the right are already claiming climate change is a 'national security issue '. Ugh!,373228 +1,"RT @tracedominguez: The North Pole is 36° warmer than normal as winter descends... // But you're right Myron, global warming is phony. ht…",317528 +0,"@Cernovich Whichever, it's all coming to an end. It will end with climate change. Get ready. 2Peter 3:7",250443 +1,.@RepMikeCoffman Don’t let our kids face climate change disaster! #ParisAgreement #CleanPowerPlan #SaveTheEPA #ActOnClimate #swingdist,439818 +2,Harvard study finds Exxon misled the public about climate change https://t.co/vk2flh0zOR via insideclimate… https://t.co/bnyrA6zdBm #Clim…,314813 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,210600 +1,RT @prajjwalpanday: Great work by Joanne on engaging local voices - stories from Bangladesh of climate change #mustwatch #Dhaka https://t.c…,97723 +1,"RT @taygogo: 100% +The framing of climate change as some upper-middle class white liberal issue is such a dirty lie. Poor ppl of…",242673 +2,"RT @LifeSite: Pope Francis appears in ‘climate change’ movie featuring Obama, Clinton, Leonardo DiCaprio https://t.co/OeDP00uLXx",467052 +-1,"@FlowWithTheGo81 dont waste your time, climate change is a hoax",977286 +1,RT @shonfaye: The Miss Congeniality joke about April 25th was before climate change fucked the seasons - now you do need more than a light…,169954 +1,RT @KamalaHarris: The open hostility by this administration to the notion of climate change is alarming. We should be leading on this issue…,41220 +1,RT @kumailn: Trump scraps federal climate change rules. Some day history will look back at this day and think nothing because we will all b…,568116 +1,"All of Trump's nominees are also climate change deniers. The guardian setting the agenda +https://t.co/8vE01lnxT0",138846 +1,"RT @ByRosenberg: Even in the most liberal cities in America, 1 in 5 adults are climate change deniers https://t.co/wwkJeXHNoP https://t.co/…",337214 +1,I’m joining millions of people to show my support for action on climate change. #EarthHourUK https://t.co/MjUMDNa721,560930 +0,Forget global warming my neck is so frio I'm currently looking for 95' Leo,844127 +0,RT @pristinious: @hanlikesolo global warming,755942 +1,"RT @BR0K3B0I: let that sink in, a continent that is basically all ice just hit 63.5 F, y'all still wanna tell me climate change i… ",298482 +1,"RT @mojavenomads: Bryton voted for equality, women's rights, and climate change legislation... did you? #dumptrump https://t.co/ySUrrn6JOd",512037 +1,"RT @sierraclub: China clarifies for Trump: uh, no, global warming is not a Chinese hoax https://t.co/BCdIX78Sok (@bradplumer @voxdotcom)",339385 +1,Six irrefutable pieces of evidence that prove climate change is real – Popular Science https://t.co/pBnrwFhfnZ,309440 +1,RT @alexteachey: Probably the most convincing link I've seen showing that it really is anthropogenic CO2 causing climate change: https://t.…,743680 +-1,@Met_mdclark @SteveGy68 Fodder for the arctic climate change alarmists?,206112 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,35532 +0,Do climate scientists keep quiet about global warming because they've mentioned it before? https://t.co/H6IicJUp4w,185762 +1,"@davesperandio she's horrible. An awful corrupt, hawkish, 90's democrat. She's better than trump. Certain things like climate change, taxes,",215258 +1,RT @MarionGroves: Waleed Aly: Malcolm Turnbull will never have a credible climate change policy https://t.co/OOcuErwsGf,214868 +1,"RT @AssaadRazzouk: In the new new world, China lectures the United States about climate change and the importance of cooperation betwe…",298178 +1,RT @Wilderness: Incredible street art by @AtmStreetart draws attention to birds threatened by #climate change…,381388 +1,RT @BagalueSunab: Soils are key to unlocking the potential of mitigating and adapting to climate change. https://t.co/PSFBYUDXmB https://t.…,884705 +1,"@warrell57 @KellyannePolls What... willful ignorance of climate change? Your kids will curse your name, fool",393158 +2,The country set to cash in on climate change https://t.co/ZtK1Z9hIpv,659392 +1,Shared via CNN: Where climate change is threatening the health of Americans,816828 +1,"RT @FotoWeekDC: If you are passionate about climate change, this exhibition at the @HillyerArtSpace should be on your must see list https:/…",409587 +0,@feyderade @Annabelllie These scientists are mostly responsible for climate change?,484539 +1,RT @SenSanders: We have a president-elect who doesn't believe in climate change. Millions of people are going to have to say: Mr. T…,784689 +2,Environmental records shattered as climate change 'plays out before us' https://t.co/c6kwn8s6Wc,760270 +1,RT @NRDC: Urge Trump not to threaten our wildlife and wild places or reverse our progress in fighting climate change. https://t.co/Gx3AtcFH…,795732 +-1,RT @SteveSGoddard: Just when you think progressives can't possibly get any stupider - they blame volcanoes on global warming.…,939333 +1,"@PC_CRIMINAL @hellaroasty @balkan_princeza @js_heck Essentially denies global warming, is a supporter of bigotry and racism...",237923 +-1,"https://t.co/sRJFxJtajT +Tuff shit taxpayers in America don't need climate change fuck shit.",620382 +1,RT @meanpIastic: Only in America do we accept weather predictions from a groundhog yet refuse to believe in climate change from scientists,186417 +1,RT @voxdotcom: The next president will make decisions on climate change that echo for centuries. We haven’t discussed it. https://t.co/BVNW…,450108 +2,"RT @NYTScience: Exxon Mobil has turned on the Rockefeller family, which founded the company, over climate change https://t.co/EfInBrBntt",625090 +1,"@scalzi Maybe we could live through and recover from many mistakes, but continuing to ignore climate change could end us.",7739 +2,"RT @climatehawk1: Farm policy in age of #climate change creating another Dust Bowl, critics say | @InsideClimate…",187699 +-1,"RT @RealJack: Liberals love to credit science when it comes to climate change; the moment we talk about gender, science is off the table.",228037 +1,"RT @EnvDefenseFund: If you think fighting climate change will be expensive, calculate the cost of letting it happen. https://t.co/sksS8gnosd",575330 +1,"RT @PeterBeinart: today Trump pledged to repeal Obama climate change regs. If emissions go up, 13 million coastal Americans at risk https:/…",923671 +1,The Moron Theory: When climate change denial starts with a false conclusion & works backwards accepting only false premises. #cdnpoli,488500 +-1,"RT @irmahinojosa_: It's all about billions they invested into climate change, this #ParisAgreement was designed to cripple our economy. htt…",156402 +-1,"RT @Cernovich: Same 'experts' who said Hillary would win claim 'climate change' is real. LOL! Go away, morons, you know nothing and you los…",285472 +-1,RT @EWErickson: I just have a hard time believing climate change extremists when so many of them also believe boys can become girls.,579914 +1,RT @BernieSanders: 'The concept of global warming was created by and for the Chinese in order to make U.S. manufacturing non-competiti…,986005 +0,"RT @PolitiFact: New! Fake photo shows possible climate change effects, not flooded Houston airport: https://t.co/5Crj02dpce https://t.co/lP…",475049 +1,RT @BernieSanders: #ImVotingBecause the future of the planet is at stake. Hillary Clinton will combat climate change. Donald Trump thinks i…,363374 +1,"RT @Matthijs85: How Miami is sinking into the sea +because of global warming https://t.co/D97QQy4yUu +#climatechange #miami https://t.co/zgzZ…",608440 +1,RT @BernieSanders: #ImVotingBecause the future of the planet is at stake. Hillary Clinton will combat climate change. Donald Trump thinks i…,286966 +0,"RT @EricBoehlert: i'm glad you asked... + +'e-mail' mentions on cable news since Fri: 2,322 +'climate change' mentions on cable since Fr…",723693 +2,New post: Rapid decline of Arctic sea ice a combination of climate change and (University of Washington) The https://t.co/n8Vp8jroJr,120890 +1,"RT @indyfromspace: Just remember that science gave us the exact date, time, and location of the #eclipse + tells us climate change is real",475165 +1,RT @TaodeHaas: The Dutch took their govt to Court for insufficient action on climate change. Can't we do the same here plus for treason sab…,567182 +2,RT @washingtonpost: These experts say we have until 2020 to get climate change under control. And they’re the optimists https://t.co/iNDMW9…,663158 +2,"RT @DoNotForget911: Federal scientist cooked climate change books ahead of Obama presentation, whistle blower charges https://t.co/TTZGjjsh…",382410 +1,Call climate change what it is: violence | Rebecca Solnit https://t.co/X5knUgjIUO,677387 +1,"RT @NiskanenCenter: David Bookbinder in @voxdotcom: Obama had a chance to really fight climate change, and he blew it https://t.co/WQS3HZiT…",268509 +0,@VP @WhiteHouse did @TheRealBuzz spend any quality time with Pruitt to talk about climate change skepticism?,704920 +2,RT @BostonGlobe: EPA chief: Trump will soon sign a new order that unravels Obama’s sweeping plan to curb global warming…,592796 +1,@jumzyrau why is everyone in Bill's pic dressed in layers? Are they global warming deniers? #standupforscience @billmckibben,763930 +0,"Note: This is coming fr/ a bank president... +More on Indigenous land rights + climate change fr/ @indigenous_news:… https://t.co/3ZrSzpMoTw",63167 +1,"RT @ZachJCarter: It's almost like youth are more concerned about climate change, criminal justice reform & gross capitalism instead…",814940 +2,Most British adults report that the effects of climate change would encourage them to change their diet https://t.co/H8B00hai4E,85617 +0,Harry is professing his love for the dangers of global warming tomorrow,481838 +2,RT @thehill: CDC cancels major climate change conference https://t.co/2pRV7pj1Iu https://t.co/iiRKI9g7Kb,215093 +1,@Rand_Simberg Oh good. Enjoy it there when the sea level rises thanks to an EPA that denies climate change.,989370 +0,"@Lezleyrenee checking in on the weather. Unseasonably warm here in NY.70! It's not global warming it's the heat of Trumps anger +#ElectionDay",984785 +2,"RT @business: Trump wants to downplay global warming, but Louisiana won’t let him https://t.co/FItd9ADSSw https://t.co/LIwWdDa7S8",512147 +1,"It's odd we can't get climate change data anymore but sex assault victims info is public. GOP is a shit show, example of what not to do.",164761 +1,RT @kWalbolt: #RIPPiersSellers. He spent the last year of his life at work on climate change science because it is just that impo…,997361 +0,"RT @PC1170: Media falsely spins Trump's NYT climate comments - Trump cited Climategate, restated skepticism of 'global warming' https://t.c…",425718 +2,RT @lavndrblue: Twitter resistance explodes after federal climate change gag order https://t.co/9txiyAUlG3 via @HuffPostPol,384421 +1,RT @americanrivers: Integrated water management can help communities prepare for urban growth and climate change. https://t.co/E2QgGKsF8C,246084 +1,RT @theyearofelan: Maybe if we tell Donald Trump that climate change is coming from Mexico he will actually try and stop it,976613 +2,RT @THR: Leonardo DiCaprio surprises @TheEllenShow audience to talk climate change doc https://t.co/7OokeB0DI1 https://t.co/TfLwamtT6t,143040 +-1,"Looking to hire a car in Orlando in the summer... + +Being offered snow tyres as an optional extra. + +What global warming eh? +@realDonaldTrump",146877 +2,RT @CNBCi: Oil companies invest $1 billion to tackle climate change https://t.co/TVx4gKk9BB #SustainableEnergy,924222 +0,Kaya may climate change eh,902170 +0,"RT @JeffreyGuterman: #Trump has selected Myron Ebell, a climate change and global warming skeptic, to lead the @EPA transition team.…",31194 +2,"RT @nytimes: World leaders are moving forward on climate change without the U.S., declaring the Paris accord “irreversible” https://t.co/M4…",711484 +1,RT @COP22: In 4 days the most ambitious climate change agreement in history enters into force. Have you read #ParisAgreement?…,357058 +1,RT @NM99791307: How America lost its mind – “A third of us believe not only that global warming is no big deal https://t.co/zyp4FceatD,660522 +0,"RT @tarantallegra: For my next trick, I'll say global warming is not a hoax!",834131 +0,RT @_Sanctified6: Y'all go out and enjoy this global warming today,542404 +0,"@Fitzyleelee @FoxNews Not only a means to an end but coincidently, that's how he gauges his global warming predictions. Scary people.",397214 +1,Trump’s climate change denial will lead to thousands—maybe millions—of deaths https://t.co/SjF3cJIVdw,733750 +1,"RT @jonrog1: Look, it's very simple. If you're a Florida climate change denier, you're not allowed to move or sell your coastal house. That…",26402 +1,RT @ryanlcooper: keeping global warming below 2 degrees is done. kaput https://t.co/7rBzvrtC7M,372262 +-1,"RT @Martin_Durkin: Wonderful Trump appoints the charming, clever, sane Myron Ebell to take on the global warming charlatans. Hurrah!!! http…",912075 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,998515 +0,"2/2 Determined to salvage Obama’s legacy, it’s drawing battle lines on immigration, ObamaCare, RACE RELATIONS and climate change..",767972 +1,RT @drvox: 15. The entire history of US conservative engagement on climate change is an exercise in justifying those two predetermined conc…,967815 +2,RT @guardianeco: Australian coastline glows in the dark in sinister sign of climate change https://t.co/ciyHucjhrr,764708 +2,RT @Fusion: Peru is suffering its worst floods in recent history—and scientists say climate change is to blame: https://t.co/Xr6ETSZxI3,968030 +1,RT @WhatTheFFacts: A new study has shown it's 99.999% likely that global warming has been caused by human influence and greenhouse gases.,503663 +1,"Why we never talk about climate change during elections, despite the tremendous stakes https://t.co/BPNU90aOOe",226972 +1,"RT @UN_Women: Women can contribute to mitigate climate change if they have adequate access to information, training and technolog… ",59678 +1,"RT @Sustainable2050: When a politician starts his statement on climate change with 'I'm not a scientist', that was probably the part that m…",305937 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,992645 +0,RT @JodieElfwick: Unlicensed lemonade is a bigger threat than climate change. I applaud Tower Hamlets Council for their swift action. https…,186152 +1,If you don't believe global warming is a real thing please explain to me why we have 80 degrees days in November,428681 +0,"RT @Russian_Starr: Notice that climate change, not racism, sexism, homophobia or islamophobia, is forcing CEOs to bounce. https://t.co/YUNL…",625623 +1,"But like, global warming isn't real right?? https://t.co/1uYVs0o34L",544843 +0,"RT @JosephMajkut: Like a bird on a wire I have tried in my way to be free | Carlos Curbelo, climate change, and Trump @MotherJones https://…",339521 +1,RT @Rachael_Swindon: Britain: An Environment Secretary that voted against climate change measures 12 TIMES. A Health Secretary that wants t…,698446 +1,RT @washingtonpost: 'Al Gore offers to work with Trump on climate change. Good luck with that.' https://t.co/3w5uUhkM89,141082 +1,RT @climatehawk1: How #climate change is taking a bite out of tea's flavor: @eater https://t.co/asXbN9Lc3a #globalwarming…,937902 +2,RT @CBSNews: Energy Secretary Rick Perry says climate change debate is 'secondary' amid Harvey destruction:…,112606 +2,Jesse Watters is on the hunt for global warming https://t.co/vAfwUY1aUn,397142 +2,The U.S. public is largely skeptical of climate scientists’ understanding of climate change … https://t.co/O84Xt1RnPk,916197 +1,RT @Ashesi: Learn about the Ghana Climate Innovation Centre's role in supporting innovative climate change solutions in Ghana:…,570729 +1,RT @SenSanders: We have a president-elect who doesn't believe in climate change. Millions of people are going to have to say: Mr. T…,23111 +2,RT @highcountrynews: The wine industry’s battle with climate change https://t.co/eS3cpoUFdB https://t.co/SeIIrELoZm,39226 +-1,Jay Weatherill and Josh Frydenberg both ignore that renewables is a scam based on climate change fake science fraud https://t.co/B68xmXl5pM,422685 +-1,RT @TheCartelMatt: https://t.co/F3IZMl6dEM The left is upset that Trump is taking out terrorists. Global warming or climate change or somet…,741192 +2,"New study: Great mass extinction caused by ice age, not global warming https://t.co/10J36uqYHQ",36860 +1,No but MANY DO. A cure for climate change? Add external costs to fossil fuel prices. See demand fall! Use Treasury… https://t.co/a8BV7Suua4,954664 +0,RT @KTHopkins: Should the U.S. fight climate change by giving billions of dollars to other countries for no binding commitment? NO https://…,624178 +-1,Dems and libs care more about 'climate change' than this https://t.co/NZ39WCderJ,936462 +2,Does the Trump administration believe in climate change? https://t.co/nwoCmJXTFw,116593 +1,Yes but Gina Rhinehart doesn't have climate change concerns. She thinks she can bribe and bully her way through it. https://t.co/q6UzMp1hU5,363718 +1,Donald Trump wants to build a wall – to save his golf course from global warming | Dana Nuccitelli https://t.co/dd5uhFZuNr,213315 +0,45 we are going to fix it no tell but meal on wheel children lunchs woman health care climate change ( hoax) EPA not all of these needed,240391 +2,"BBC News - Climate talks: 'Save us' from global warming, US urged https://t.co/gxrHv5ECly",582094 +2,"RT @lenoretaylor: Exclusive: Great Barrier Reef 2050 plan no longer achievable due to climate change, experts say https://t.co/qV9qbztqzO",568858 +0,RT @Jackthelad1947: Donald Trump is the best thing to happen to global warming (seriously) #auspol https://t.co/QtkXAbHGnY #ParisAgreement…,932831 +-1,This is good since President Elect Trump does not believe in climate change and won't be spending any money fightin… https://t.co/8dW7pgjfyl,714891 +1,"A climate change solution beneath our feet +https://t.co/lKnY6q2Ob6 #climatechange #eco #environment #Sustainability",435398 +-1,"RT @jpogara1: @realDonaldTrump @RealJamesWoods + +RT this over and over again. Proof that man made global warming is a sham + + https://t.co/…",992801 +1,"@samuriinbred There's a cognotive disconnect with the cause of congestion similar to climate change. 'I'm not the problem, everyone else is'",505481 +1,@WorldBankAfrica @Mo_IbrahimFdn we just need to come together with a common goal to fight the climate change.,694950 +0,@danpfeiffer Russian hacking/Russian interference Global warming/climate change. You can't keep the goalposts in pl… https://t.co/3AQxiIuhJy,418887 +1,RT @frankieboyle: Let's look on the bright side. Maybe climate change will kill off humanity before a Global Fascist government can start t…,816502 +1,RT @FreshwaterSteve: Seven factual reasons that you have a personal interest in climate change https://t.co/xcjQJXH00J,64442 +2,RT @ClimateCentral: Pope urges world leaders not to hobble climate change pact https://t.co/uMYP6xENcW via @reuters https://t.co/4ofs9dcteG,604979 +2,RT @ScienceNews: Changes in photosynthesis rates temporarily halted acceleration of climate change. https://t.co/B4smEoTcyK,934196 +1,"RT @iansomerhalder: IF Millennials do NOT get out and vote we are doomed.This is OUR future.Lets do this.Fixing climate change, womens' rig…",887502 +1,"RT @Alex_Verbeek: �� + +RT if you agree + +All children schould be taught about #climate change. + +They should read this:…",811135 +1,RT @Tomleewalker: when animal agriculture is the lead cause in climate change & extreme weather but you laugh at vegans https://t.co/sjEMgB…,213767 +1,To all Republicans: One thing that we should all have in common is the threat of climate change. It affects humanity. Let's fix it. 🌎,714916 +1,If the disaster in Texas isn't proof of global warming this guy should stick his head in the sand.. or someplace. https://t.co/l42h0YBCSX,51618 +1,"RT @SNCKPCK: german statue +“politicians debating global warming” https://t.co/zP0r0vYipM",162964 +1,"As concerned as I am about climate change, fuck winter. Seriously. ❄️⛄️�� https://t.co/ZEcxSUnvZF",733569 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,610837 +2,RT @ALT_uscis: China tells Donald Trump there is an 'international responsibility' to act over climate change https://t.co/b4dHnzxi8u,208998 +1,RT @we_the_planet: The election of Donald Trump doesn't change climate change. #COP22 #ActOnClimate #EarthToMarrakech https://t.co/Sltd4ubd…,587826 +2,RT @washingtonpost: Obama left Trump a major climate change report — and independent scientists just said it’s accurate https://t.co/QwbPFn…,126114 +2,RT @INTEGRITYBC: Kinder Morgan president says he's not 'smart enough' to know if humans are causing climate change https://t.co/5EGZkJfecS…,246503 +2,"Boris Johnson 'continues to lobby' US on climate change, Trump's decision on Paris agreement looms https://t.co/VPSwATN2Cz #http://finance…",660378 +0,RT @JKuylenstierna: Republicans on climate change...@mlaz_sei @rjtklein https://t.co/P9FEkl0FWt,507493 +2,"World has three years to prevent dangerous climate change, experts warn https://t.co/4BrXamFcx5",499860 +2,Franciacorta embraces forgotten grape to fight climate change - https://t.co/yi9hy9lI4Y #Italian #Wines https://t.co/9xrlHu4n8q,609574 +1,RT @SmartCityZen: [#ClimateChange] #Innovative #UrbanCommunities on the frontline of climate change https://t.co/Yc14368e6P #UrbanTweet,531011 +1,RT @sarahkendzior: Give the kid a column. I bet he knows climate change is real too. https://t.co/Tkgn0Cws9b,826481 +2,RT @PipWheaton: A million bottles a minute: world's plastic binge 'as dangerous as climate change' https://t.co/wXZnltISKV,761849 +1,RT @NatGeo: What exactly are fossil fuels and what's their connection to climate change? https://t.co/tAEaEtpja0,916461 +1,"Despite overwhelming evidence, only 48% of Americans believe climate change is a result of human activity. https://t.co/ZYBf3cRRNn",65716 +1,@SenSasse My legislators do not care about global warming. we are in the middle of the worst drought in Alabama. They don't care. Help!,365869 +2,Antarctic Ice Sheet has impact on climate change https://t.co/NoDi30RKeo,950963 +2,RT @WorldfNature: 'Bring it on': Students sue Trump administration over climate change - CBS News https://t.co/9eqXaeO2on https://t.co/YpJI…,340695 +1,Ah yes the elephant in the room: freak weather events are gonna increase in frequency & intensity cause... u guessed it... climate change!,134902 +1,"RT @CallForClimate: RETWEET: +Network news spent just 50 minutes total in 2016 covering climate change. Let's fix this. Give them a cal…",520171 +1,Pretending climate change isn't happening doesn't stop it from happening https://t.co/pFPwLlTZG3,731503 +1,RT @MMFlint: Let your Senators & Congressmen/women know how u feel about Trump ending efforts 2 halt climate change 202-225-3121. https://t…,304853 +-1,"@realDonaldTrump The Libs/dems are also greedy lunatics! If global warming even exists, it because THEY are so 'hot… https://t.co/j3OiqKojQ4",646284 +1,"Before the Flood - National Geographic - Join Leonardo DiCaprio as he explores the topic of climate change. +https://t.co/s4srIqRO2i",643763 +0,RT @Bobby_Axelrod2k: It would be nice if Al gore and the climate change experts condemn North Korea for causing earthquakes. https://t.co/D…,750452 +2,"G7 leaders divided on #climate change, closer on trade issues: Fox Business https://t.co/cPn1qHSE5X #environment",211779 +2,Trump transition team meets with EPA to discuss climate change https://t.co/AkgqtjHEnZ https://t.co/e3ETDIXknT,698214 +-1,Flawed data used to support global warming.,861670 +-1,"@SpeakerRyan TIE 0bama to 9/11/2001 & the climate change global warming carbon trading Hoax,,& U got the truth abou… https://t.co/yUTW6jS0M8",973559 +1,"RT @LeftwordBooks: Connecting the dots between climate change, capitalism, occupation, and imperialism. +@NaomiAKlein @rafiazakaria…",978326 +1,RT @UN: This interactive map looks at impact of climate change on food security https://t.co/X9cR8trhf7 via @WFP https://t.co/n1hropIEQf,574989 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,927613 +0,RT @ESS_info: National Geographic's climate change doc with DiCaprio is on YouTube https://t.co/3dK4oQ89Mw,397382 +1,Human ingenuity and prosperity are the best insurance against climate change @WSJ #climatechange,520201 +2,"Ryu Joon Yeol narrates EBS documentary about climate change +https://t.co/0tORxl4Reg https://t.co/G4N0kRMfZ4",306148 +2,"Major global warming study again questioned, again defended https://t.co/HkdrQXD14d https://t.co/j48aZypleR",396816 +1,Why do some people still doubt global warming? https://t.co/bv7K6gFrgS https://t.co/CHxym9oAoD,374814 +1,RT @ACCIONA_EN: Fighting climate change with National Geographic #YEARSproject https://t.co/1u2jSSrw2v,180828 +1,RT @ChubbahBubbah: Trump Presidency promises 4 more years of climate change denial. https://t.co/SeM1tX78tD,55877 +2,RT @AJEnglish: These penguins have had to move because of climate change. https://t.co/IBMSbIssbX #WorldPenguinDay,760153 +0,The funniest thing I've heard all day is that club penguin closed due to global warming,424947 +2,"Beyond believers and deniers: for Americans, climate change is complicated - Alaska Public Radio Network https://t.co/MSgLeMcynE",772770 +1,RT @azalben: @realDonaldTrump ...also the rest of humanity since you're ignoring climate change research and speeding up the destruction of…,31163 +0,I wonder if Jon's IG post is sarcasm or if he really thinks that is how global warming works... I kinda want to comment and ask 🤔😂,296784 +1,RT @AsapSCIENCE: If Trump wants economic success he can't deny climate change. The cost of extreme weather is reaching billions annually in…,155381 +1,.@RepDavidYoung Don’t let our kids face climate change disaster! #ParisAgreement #CleanPowerPlan #SaveTheEPA #ActOnClimate #swingdist,776219 +2,Swedish politicians troll Trump administration while signing climate change law https://t.co/TEGM0eExju https://t.co/so338rgYe4,757876 +2,Study: 82 percent of 'core ecological processes' affected by global warming - https://t.co/Q8GvjHBsZl https://t.co/We32aDXdlR,858372 +0,@MarkRWeaver I'm not debating climate change either; I'm debating whether it's biased to cancel over a shitty column.,248121 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,171693 +1,"Factory farming is the #1 reason for global warming, deforestation, water pollution, monocultures etc. We can fix this. #MeatlessMonday",248273 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,89825 +1,I'm still confused on how y'all voted for a mafucka that think global warming ain't real😴,687329 +1,"RT @ddlovato: #IVotedBecause I believe in equality, we need comprehensive immigration reform, I am pro-choice and global warming IS real. #…",851315 +-1,@Newsweek Climate stenographers. Not enough ice - climate change. Too much ice - climate change.,764103 +2,RT @JoyAnnReid: Theresa May accused of being ‘Donald Trump’s mole’ in Europe after UK tries to water down EU climate change policy https://…,894904 +1,RT @savethearctic: Joanna Sustento witnessed the effects of climate change first-hand. Now she’s in the Arctic to confront those respo…,240268 +1,RT @MGHWMDivision: Physicians are uniquely posed to bridge the gap between science and lay public-especially with climate change.…,54528 +0,Now the climate change is racist ����������along with staircases milk tanning beads and trump supporters,699303 +0,"RT @ryanegorman: Wow. The wall, gun control, climate change, Russia...is there any issue that Scaramucci agrees with the president o…",340655 +1,"RT @bernielevv: Just want to reiterate those for Trump are against climate change advancements, women & minority rights, & for the prison i…",67377 +0,"RT @CaroleParkes1: ‘TILT’ is a 5 STAR, thought provoking, conspiracy thriller involving climate change. @maxoberonauthor https://t.co/fE1G2…",297000 +1,RT @RjHaddyofficial: How could we elect a President that would put a climate change denier in control of the EPA. HOW?!,983225 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,537008 +1,RT @Greenpeace: Whales are doing a better job of fighting climate change than humans are https://t.co/D35RxnCktV https://t.co/nupXTDt3yT,798938 +1,"global warming effecting the reindeers +#xmas +https://t.co/bZBh6bsA02",97904 +1,RT @democracynow: 'The Pentagon’s internal experts and external deliberations highlight how climate change changes everything' https://t.co…,981540 +-1,RT @USFreedomArmy: Climate change (proven). Man-made global warming (unproven). Separate fact from fiction at http://t.co/WG8xVIFdVZ. http…,754594 +1,RT @SikanderFayyaz: Pakistan is one of the most water starved countries on earth. We r also among most affected by global warming. Agricult…,714602 +1,If you don't believe in climate change or evolution you're honestly fucking retarded,957681 +-1,Brand new elite whistleblower smashes global warming science https://t.co/2DH9mvGKJw,280310 +2,NY Attorney General uncovers email alias used by Rex Tillerson to discuss climate change at Exxon https://t.co/Saj832PORJ,158731 +1,"RT @PUANConference: If we want to combat climate change, we must re-engineer our landfills https://t.co/86SLkQOcST",482906 +1,If the weather from the past month doesn't make you believe in global warming then you're not woke,58798 +-1,"RT @ChrisCoon4: Follow the money +World leaders duped by manipulated global warming data https://t.co/lf8jjAybLN via @MailOnline",759823 +1,RT @Jackthelad1947: Editorial: The unvarnished truth about climate change | Tampa Bay Times #StopAdani @TheCairnsPost @ABCthedrum https://…,814437 +1,"RT @blinking_man: Everyone: global warming is real +Trump: https://t.co/IA0Si8vs5Q",554409 +1,"National Parks in 2050, after climate change. Assuming we still have national parks by then. https://t.co/cx5abreBLN",646035 +1,"RT @PacificStand: Want to cut through someone’s climate change denial? + +Forget science — talk about special interests instead… ",685878 +2,"RT @vicenews: Statoil, one of the world's biggest oil companies, has acknowledged climate change for decades #VICEonHBO https://t.co/W4xMaV…",637738 +1,JIRS conducted a seminar on global warming for creating environmental awareness among the student. - https://t.co/IRGiC0Klul,784245 +2,"RT @pablorodas: #CLIMATEchange #p2 RT Energy Dept. rejects Trump’s request to name climate change workers, who remain…… ",404943 +-1,@AdamBandt ur attention seeking mate brown saying climate change caused Brisbane floods. Uv no solution to a problem tht doesn't exist,263622 +0,RT @faithehnelson: Ur wcw thinks climate change is a hoax,814890 +0,Kentut dari hewan-hewan purba adalah penyebab utama global warming di zaman dinosaurus. [BBCnews],687847 +1,"RT @nikiashton: We are committed to tackling climate change on the ground, and this means challenging the neoliberal agenda. #NDPldr #cdnpo…",338726 +0,Nobel prize winner Dr. J. Starks created a thesis that carbon and jews caused global warming. Hitler hired him. WW2… https://t.co/eSNnkuckdS,37446 +1,"RT @sciam: “There is no cohesive, consistent alternative theory to human-caused global warming.” https://t.co/8VsXfoZA28",560 +1,RT @aquilanike: Sea level rise accelerated 50 percent in the past two decades due to climate change https://t.co/DzyotMbnYz,473486 +2,RT @DavidPapp: European leaders: climate change deal can't be renegotiated https://t.co/Yw21oZ8pMw,975533 +1,"RT @KamalaHarris: It’s clear that California’s leadership on climate change has never been more important. +https://t.co/neRJfXlv4b",264849 +1,"Ifill did such a good job in the 08 VP debate. Pushed back against the normalcy of Palin, challenged Biden, asked about climate change",380106 +1,"RT @MesaSostenible: Industrial #agriculture pollutes air, water & soil, reduces biodiversity & contributes to global #climate change.... ht…",706860 +0,"RT @SetagayaGirl: @wikileaks So how's that global warming thing going? + +I see: not important.",474799 +1,RT @gserratomarks: Trump's worst nightmare: a Mexican-American woman scientist (funded by NSF) studying climate change in Mexico. Read…,507562 +1,RT @YasminYonis: Harvey is because of global warming. Global warming caused by large corporations & developed countries. Deaths because of…,93452 +2,Michael Bloomberg wrote a thing: How to make a profit from defeating climate change https://t.co/O6td1li4vO,962919 +0,"But big questions remain on #Trump foreign policy, climate change agreement, wall with Mexico, Iran Deal, NATO, Ira… https://t.co/1ZVsoOuiaI",106312 +1,"RT @nxthompson: The doomsday vault, protecting the world's seeds from catastrophe, just flooded due to global warming. https://t.co/GQDBJDC…",681603 +1,"RT @JohnFDaley: If a big natural disaster ever happened, climate change deniers would sneak onto the lifeboat before women and kids like th…",266282 +0,RT @WarrenHolstein: Killing a hibernating bear is more dangerous than ya think if it's thrashing during a climate change nightmare about th…,446507 +0,"RT @PhilosophersEye: US Election: 1 week to go. Read the latest research on climate change, the economy, education and more https://t.co/nc…",801656 +1,"RT @UN: There is optimism in the fight against climate change, but the best time to act is now. @WMO chief explains more in…",862005 +1,RT @TIME: See what happens to your city if we don't stop climate change https://t.co/KF2UfCTn9V,929849 +2,"Bangladesh is particularly vulnerable to climate change, but its people aren't helpless victims, finds Joseph Hanlo… https://t.co/Sn0UFjD83E",612851 +0,"RT @ndtv: Virender Sehwag's view on global warming baffles Twitter +https://t.co/WTPwAVzk59 https://t.co/7cWsfmO8v9",167208 +0,RT @JoyAnnReid: Exclusive: never before seen footage of Rex Tillerson meeting with Wayne Tracker to discuss climate change. https://t.co/bQ…,170769 +1,"Spot On Article!!!! + +RT @guardianeco: Why we’re all everyday climate change deniers | Alice Bell https://t.co/XSTIGMl2Jq",437334 +2,RT AP_Images: Growing algae bloom in Arabian Sea tied to climate change: https://t.co/Ye2UuZGNkE stmcneil https://t.co/2Myy6Yr8ng,356117 +2,"Despite climate change, Africa can feed Africa https://t.co/y9yrvLWOt0 via @AfricaRenewal",448209 +1,"RT @rosehoffman29: Huh??? + +Sean, your only job is to speak for WH. + +Big issue..... but: Topic of climate change 'was never discussed'?…",249867 +0,RT @JuliusPringle: if global warming isn't real why did club penguin shut down,799496 +-1,RT @SheriffClarke: The same LEFTIES who swallow whole shaky science about climate change and attack deniers are in denial themselves a…,587822 +1,RT @eliasisquith: 9. The president-elect does not believe climate change is real. He has promised to negate the Paris Climate Agreement,795545 +2,RT @CBSDC: Fifth Harmony's Lauren Jauregui took to social media to slam Trump’s recent executive order on climate change. https://t.co/NIQM…,406666 +1,"The Gianforte attack on @Bencjacobs was obviously the result of sexism, misogyny, racism, and climate change. + +cc @Spacekatgal @Salon @Slate",354335 +0,"RT @inajmiii: gemuk macam ni, kalau gesel peha tu boleh mengakibatkan global warming https://t.co/Y98X2nhWbR",322286 +1,Harry is advocating for the dangers of global warming every single day,479889 +1,RT @thistallawkgirl: 'Alaska's permafrost is thawing but there's no evidence that global warming exists' - people who believe in virginal b…,473777 +2,"RT @postpolitics: State Department’s proposed 28 percent cuts hit foreign aid, U.N. and climate change +https://t.co/YQYTt2l6pE",161722 +2,BBC News - G7 talks: Trump isolated over Paris climate change deal https://t.co/nbWBllaS5j,578315 +1,"Trump's environment chief denies CO2 causes global warming +Vested interested? Big oil campaign $s +https://t.co/qONZbJBASS via @HuffPostUK",953794 +2,RT @gmanews: .@Google’s #EarthDay doodle sends message on climate change https://t.co/qOivkcXYFw https://t.co/NPwH0nTfwh,379516 +1,"RT @SenWarren: And the same day Tillerson dodged climate change q’s, @ExxonMobil must turn over climate change docs to @MassAGO. https://t.…",856749 +1,RT @RacingXtinction: One of the easiest ways to help combat climate change is to stop eating beef #BeforeTheFlood #RacingExtinction https:/…,36952 +2,{retweet}Trump's EPA pick says climate change is not a hoax https://t.co/315TvxNqrT https://t.co/7liUhMSr5t,79928 +1,"RT @DavidCornDC: Dies she accept climate change as a pressing matter. If not, put a lid on it. https://t.co/GczEvYzziG",663070 +-1,"RT @portereduardo: Geo-engineering will have its day. To combat global warming, we are going to end up trying to block the sun. https://t.…",906208 +0,Denying climate change is in standing up for bold action now:,513758 +2,"Justin Trudeau a 'stunning hypocrite' on climate change, says top... https://t.co/4wkrpmJxKw by #MarkRuffalo via @c0nvey",738515 +1,People like Paul Joseph Watson that say climate change is not real and use statistics should fucking get slapped,400221 +1,RT @BrooklynSpoke: I'm old enough to remember when journalists fell for the idea that Jared & Ivanka would intervene on climate change. htt…,867596 +1,"RT @ddlovato: #IVotedBecause I believe in equality, we need comprehensive immigration reform, I am pro-choice and global warming IS real. #…",282685 +2,verge: Google Earth’s Timelapse update illustrates 30 years of climate change https://t.co/cFdeCD0lt1 https://t.co/jYLFKeMPnQ,936181 +1,"it's going to be ok except for americans who will lose obama care, and jobs and probably climate change action, otherwise....",487912 +2,Business leaders urge G20 to put climate change back on agenda https://t.co/DRAxftLks5,262073 +1,RT @RichardTuffin: The Turnbull Govt's responses to climate change / emissions trading schemes etc are so outrageous these reports are…,154676 +2,RT @PlanetGreen: There is something that is happy about climate change: invasive plants https://t.co/FjIv7bEFaG,318119 +2,Is global warming causing the increase in prevlance of diabetes? https://t.co/k7J7o5qxLg,319478 +1,Lets wait 100 years for new set of brilliant minds to confirm climate change then. Oh wait...there won't be any. https://t.co/zVA2ylqOEz,814067 +1,RT @ThomCincotta: @Impolitics @LoriJSchaffer Precisely. All climate change data is 'fake news' in Trump land. Hate crimes also fall unde…,23180 +1,"@yakobusan I’m creating a think tank for independent thinkers to solve climate change, would you post also at https://t.co/3nG3t7oJZI",966349 +1,RT @democracynow: 'The Pentagon’s internal experts and external deliberations highlight how climate change changes everything' https://t.co…,940963 +1,RT @DavidCornDC: Then he told them evolution was bunk and there's no need to do anything about climate change. https://t.co/hYLkNzMH93,930920 +-1,RT @josephcphillips: Which is why they now cover their bases by calling it climate change. https://t.co/LfRJgZz3yY,532208 +2,Donald Trump 'won't discuss climate change' at meeting with Xi Jinping despite US and China being worst polluters https://t.co/CSWWexfOwz,116748 +2,RT @washingtonpost: Scaramucci once said it’s 'disheartening' that many dismiss climate change. Then he took a job with Trump. https://t.co…,93519 +2,#news Donald Trump declares flooding disaster day after US withdraws from Paris climate change agreement https://t.co/M1MepBwBFw,330440 +2,Kids now have the right to sue the government over climate change https://t.co/jGr5PPXoxg via @scifri,257068 +1,Day 94: Hot air from @POTUS constantly switching positions contributing to global warming? #climatechange… https://t.co/F9cGbSyrFp,78431 +2,RT @sarahkendzior: EPA shutting down program that helps states and localities adapt to the effects of climate change https://t.co/WooP7k8c2I,734457 +0,"@nikkibot +WS-fuck? Trump-fuck? global warming-fuck?",274882 +2,"San Diego adopts urban forestry plan to boost tree canopy, slow climate change https://t.co/dZHRCu2xaJ https://t.co/1UMcNIRVvQ",942022 +1,RT @stevendeknight: Retweet if you think @BadlandsNPS should be able to post ACTUAL SCIENCE about climate change and how it affects nationa…,603327 +2,Could tax on workplace parking spaces help tackle climate change? https://t.co/IQtKu6FY3V,405281 +1,"Unpresidential, Un-good for the planet, Unbelieving in climate change, Trump. Is that what you mean @EnricoCoiera?… https://t.co/hotv3hRhaZ",832221 +1,RT @gregoceallaigh: You can draw a straight line from climate change denial going unchecked through the anti-vax movement to Sean Spicer. N…,489258 +1,"RT @smartcityworld: 'Smart City projects should focus more on natural calamities, climate change' https://t.co/VUZhZSZQ8j #SmartCities",412135 +1,"RT @SenSanders: On virtually every major issue — raising the minimum wage, climate change, pay equity for women — we are the majority",397177 +1,"RT @cybersygh: Given that animal agriculture is the leading cause of climate change, adopting a vegan diet is the most practical course, if…",573476 +1,The 'debate' Rick Perry wants to hold on global warming is total BS https://t.co/p1xJpCQ2vt #science #energy,476547 +1,"If you don't believe climate change exists, you're just another person to add into my book of unintelligent imbeciles.",749795 +1,RT @BigHComedy: Imagine calling giggs trash but you have a president who thinks global warming was invented by the Chinese ��������,627297 +1,"RT @MikeLevinCA: Today, I asked my Rep @DarrellIssa a question about climate change. Please join me to take our country back!…",67194 +0,"RT @Salvesayson: You’re so hot, you must be the cause for global warming. #ALDUB68thWeeksary",603017 +1,"RT @MikeBloomberg: We're moving toward a sustainable future, fighting climate change & protecting oceans – with cities leading the way…",457607 +2,"RT @ballgameskeith: Record-breaking climate change pushes world into ‘uncharted territory’ + +https://t.co/WHR47ZeVml #qldpol #stopadani #aus…",993851 +1,"RT @pvnk_princess: Sadly, we will now have a president who thinks climate change is a hoax. You can help the environment most of all b…",162069 +2,California knocks Trump as it extends climate change effort https://t.co/CPIrFX1Epg via @houstonchron,55068 +2,RT @EBotkinKowacki: 'Trump effect' threatens global momentum on climate change https://t.co/bBeabyionU,402878 +1,RT @PalmerReport: Donald Trump's White House refuses say whether he believes in climate change. They're not too sure about gravity either.,68911 +2,RT @BuzzFeedNews: Obama on climate change: 'we can and should argue about the best approach … but to simply deny the problem ... betr…,959584 +1,RT @BernieSanders: 'The concept of global warming was created by and for the Chinese in order to make U.S. manufacturing non-competiti…,606195 +1,RT @jesscapo: Thanks @grist for covering @EnviroDGI & @ischool_TO's #GuerrillaArchiving event to save climate change data…,694668 +1,RT @elliegoulding: Me talking about climate change denial https://t.co/xp7BLihv4P,212722 +1,9 things you absolutely have to know about global warming https://t.co/5bdw6cusj2,47173 +1,"RT @hemantmehta: Don't worry, everyone. When President Trump does nothing about climate change, Florida will be the first to go.",867063 +0,"RT @tparsi: 'You're gonna die of old age, I'm gonna die of climate change' + +DNC staffer yells at Brazile for helping elect Trump +https://t.…",174502 +0,"RT @mathematicsprof: Interesting how people brag about being ignorant about math, but ask the same person about global warming and they're…",413674 +1,RT @nytimes: Opinion: Trump is in charge at a critical moment for keeping climate change in check. We may never recover. https://t.co/EYSsp…,247435 +1,"A climate change denier in the EPA, a creationist as DED, an incestuous bigot for AG.....wishing you had those thro… https://t.co/2BRxLElPey",340061 +2,RFK Jr. issues warning about Trump’s climate change policies https://t.co/5vWnFmo1jB https://t.co/1osxLHF00Y,128340 +0,@sherington1 @sueintruckee4 Ha! That's why it's called extreme climate change.😝 G'nite Steph💚,945722 +1,"RT @YouTube: .@NatGeo teams up w/ @LeoDiCaprio to explore climate change and prevent catastrophe. + +This is #BeforeTheFlood →…",370359 +0,"Aside from climate change, the other thing none of the debates talked about was how to execute whoever invented slideshow articles.",233468 +1,RT @brhodes: This is why outlets like the NYT should not treat climate change as a matter of opinion. Bc then people approach it…,377056 +1,RT @WajahatAli: Wow. Let's have Ivanka cry for every relevant humanitarian cause that Trump will bulldoze. First up: climate change…,586191 +1,RT @ZEROCO2_: The effects of climate change are going to hit the US 20 years before most of the world https://t.co/sB4EoImCQD #climatechang…,256901 +2,"The White House calls climate change research a ‘waste.’ Actually, it’s required by l… https://t.co/BkR34tci6S ➜… https://t.co/zsEU4P7Fvn",595803 +1,RT @fazalcheema: #BeforeTheFlood The time to act on climate change is running out fast,305503 +1,"RT @elijah_henry10: evidence global warming is not a hoax: +1) hotter summers +2) water levels steadily rising +3) fucking club penguin shut d…",29594 +2,RT @guardian: The Larsen C ice shelf collapse hammers home the reality of climate change | John Abraham https://t.co/KtERrmog94,82116 +2,RT @cook_necole: Iconic Kruger game park faces bleak climate future | Climate Home - climate change news https://t.co/4Dtgh0pWXK via @Clima…,703761 +1,"Things you give a chance: new restaurant, different haircut, new sweater. Things you don't: a racist climate change denier #dumptrump",407510 +1,RT @robinHEG: Neoliberalism has conned us into fighting climate change as individuals. Individuals v corporations. https://t.co/GAu27WiUYQ,370344 +2,RT @Forbes: Trump's election victory threatens efforts to fight climate change https://t.co/XFHqnWxXWX https://t.co/OE8tpnEKJ1,886815 +1,"BoingBoing: Watch Before the Flood, an urgent call to arms about climate change https://t.co/H5GtCYkPVu https://t.co/qC451rs0d1",894970 +1,"RT @DrCraigEmerson: It's against our nation's interests for Labor MPs to criticise a man for his sexist, racist, bigoted, climate change de…",887245 +2,Here's what President Trump's executive order on climate change means for the world https://t.co/nGS4c9viFV by #CNN… https://t.co/ixuo0RnHOx,469559 +2,"RT @newscientist: Governments sued over climate change, with banks and firms next https://t.co/8GwsaauqTA https://t.co/imqrjMQakU",487063 +1,RT @Palomafaith: DUP = awful : anti abortion anti LGBT rights anti women's rights and don't believe in climate change. Very modern (sniff),87052 +1,"RT @leyawn: @AbiWilks if you had to create a problem that humans would fundamentally fail at, climate change is probably it",652048 +2,RT @jimsarty: Rex Murphy: Curb your climate change enthusiasm https://t.co/Gat366oBBM via @fullcomment,687105 +1,RT @NikkiGlaser: My spirit is broken. My only hope is that a weather phenomenon brought on by climate change takes out all these lim…,971364 +1,RT @JoyfullyECO: Creating awareness is one of the biggest parts of preventing climate change #actonclimate #gogreen #awareness #eco https:/…,363694 +1,RT @cathmckenna: 'We spoke about climate change and the importance of the Paris Agreement.' @JustinTrudeau #Taoiseach @campaignforleo https…,610366 +1,RT @Slate: China very kindly explains to Trump that it didn’t invent climate change as a hoax: https://t.co/wqQuPCgbeH https://t.co/2bFJ4wL…,550436 +2,RT @NatureEcoEvo: Mismatch between marine plankton range movements and the velocity of climate change https://t.co/sVTapC22vC…,798830 +1,"RT @KeithBradsher: As incoming U.S. administration doubts global warming, China places a big bet on renewable energy https://t.co/zjy0Fzn8…",952236 +1,RT @SenSanders: If we don't address climate change there'll be more conflict over limited resources. We must listen to scientists not fossi…,272801 +1,RT @ishaantharoor: A simple fact that can't be overstated: In no other country in the world is climate change the subject of partisan debat…,837659 +1,"For all the times she's tried to 'school' me on global warming not being real +That's what you get ����",356161 +0,"RT @pollpush: BREAKING: Government report finds drastic impact of climate change on U.S. +VOTE: Big deal? +https://t.co/RvFIVCwh9p",271468 +1,"RT @BadAstronomer: If we assume global warming is a hoax, what should we expect to see? Yeah, guess what. https://t.co/yGI7OInqXF https://t…",750906 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,646445 +1,RT @NaomiAKlein: My new piece on #Harvey and why *not* talking about climate change politicizes this disaster. https://t.co/7bLxDbXzf8,180348 +1,"RT @PolarBears: #GoodNewsFriday: With or without federal support, cities and states push forward to take action on climate change:…",111296 +1,RT @SEIclimate: NEW brief: Transnational #climate change impacts: An entry point to enhanced global cooperation on #adaptation?…,814572 +1,RT @extinctsymbol: Rescue attempt came too late for “the first recorded mammalian extinction due to anthropogenic climate change.' https://…,713336 +1,Is @AlGore vegan yet? That's the most effective thing an individual can do to fight climate change https://t.co/4DXj3sh9Nc,508174 +0,Las elecciones estadounidenses han sido como un tipping point y la elección de Trump como el runaway climate change: impredecibilidad futura,401879 +-1,"@kylegriffin1 Wow, maybe man-made (Trump-made) climate change IS real. One stroke of his pen and now all of the snowflakes are in meltdown!",674554 +2,King County among U.S. hotbeds of belief in global warming | FYI Guy https://t.co/iJ3wEyTMVK #data #global #news,883731 +1,"RT @DrawLineComics: 20 comics show you how to help fight global warming, including this one from @crayonlegs: https://t.co/lPcSErsBDk https…",667762 +1,"@MENnewsdesk doesnt 'believe ' in climate change,doesnt believe in equality,voted against ivory ban....",89142 +1,"@ladydebidebz1 @MyJRA it does. And we're about to get another one soon, I hear. + +But hey, climate change is hoax, right? Right. Lulz",651746 +-1,RT @mchastain81: Why is Whitehouse asking Sessions about climate change? Going to arrest Mother Nature?!,134174 +0,RT @CivilJustUs: How do they expect us to care about global warming with all this penguin on penguin crime?? https://t.co/HypysWHvVV,514551 +1,RT @4589roger: One of the most famous global warming scientists says #climate change is becoming more extreme https://t.co/eoAtrb3sRQ,913768 +-1,"@WootenWyatt @ABCPolitics Do you have proof that human activity is the primary cause of climate change? If so, present it.",482214 +1,I clicked to stop global warming @Care2: https://t.co/vz5YIc8Ik8,757336 +0,RT @OtherBecky: If I had a nickel for every time I've heard that climate change needs to be 1st priority bc it affects all of us...,105160 +1,"( ) serious global warming is, we have to solve it. +1.However https://t.co/zmZuAd5Pr5 3.No matter 4.Because + +Ans.1",473808 +1,"Going green in China, where climate change isn’t considered a hoax https://t.co/Cj1lEkjTW5 https://t.co/BB7P8zj3ZQ",280951 +-1,The science fiction of man-made global warming is rapidly being exposed by legitimate climate science: https://t.co/j6EMk0AGmI #climate,824167 +-1,The climate change scam is about allowing the third world to develop it's own polluting infrastructure by switching… https://t.co/6KNwGIll7q,916974 +1,"RT @AliceMolero1: #IKnewWeWereDoomed when we decided climate change and protecting our environment, was a political issue instead of a huma…",663536 +-1,Liz_Wheeler: martin_vada Everything I listed was predicted by climate change 'scientists' to have already happened. None of the predictions…,109665 +1,"RT @damiella: This is an administration pushing coal and oil, so of course they'll create a false reality about climate change. Don't belie…",910075 +1,RT @MattBors: Florida. Half the state's going to disappear in ten years due to global warming. They're going for the guy who says it's a Ch…,418284 +1,RT @BernieSanders: 'The concept of global warming was created by and for the Chinese in order to make U.S. manufacturing non-competiti…,988925 +1,RT @ddimick: Africa at highest risk of economic damage from future climate change - Index @MaplecroftRisk…,615943 +0,Southern South America is outside the nuclear fallout zone and temperate enough to survive global warming.,814235 +0,RT @jeeveswilliams: How can people still try to deny global warming when Club Penguin had to shut down.,62944 +0,@timesofindia Now opposition wants Modi govt to bring rains. They will then blame Modiji for failure of regulating climate change.,648627 +1,RT @brhodes: No other major political party in the entire world denies the existence and existential threat of climate change. https://t.co…,99179 +-1,"If ''climate change'' is real,, how do you explain THIS??? suck on THAT,liberals! https://t.co/WriQLDWBKQ",255441 +0,@ABC It's not climate change.,384452 +-1,hmmmm climate change isn't real! https://t.co/HOp4UKaqaF,535433 +1,RT @RichardMunang: Republicans plan multi-billion dollar climate budget raid | Climate Home - climate change news https://t.co/EXVvm8pl1A v…,403631 +1,"RT @damanaki: Thank you, @LeoDiCaprio, for this film & continuing to raise awareness about climate change. https://t.co/AWR6zDpTGk",684710 +1,RT @IUCN: “The extent to which climate change is already wreaking havoc with nature is simply astounding”…,574361 +1,"RT @nytimes: Opinion: 'You’re in trouble when ... Beijing, where birds go to die, replaces you as a leader on climate change' https://t.co/…",463091 +1,Citizens against climate change: legal action surge indicates a growing global hunger for accountability https://t.co/VDyB6PV3Wy,98454 +2,RT @cnni: India was late to ratify the Paris Agreement -- but it has good reasons to be committed to stopping climate change…,577780 +2,EPA chief: Carbon dioxide not 'primary contributor' to climate change https://t.co/Yo0ZS4vnyQ #casino #NV #LV,599497 +2,"RT @WSJPolitics: Rex Tillerson used the alias 'Wayne Tracker' at Exxon to discuss climate change, New York attorney general says https://t…",213730 +1,How can people be so ignorant when it comes to climate change #ClimateCounts @PUANConference @PakUSAlumni #COP22,448741 +0,RT @climatechangetp: Before the Flood: Leonardo DiCaprio’s climate change documentary... https://t.co/RGIw3pOKOA via @EW https://t.co/xwnhD…,257379 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,21401 +-1,@bruce_schlink pro-leftest agenda including global warming and the Palestinians.,285017 +1,RT @KateForIan: What is the solution to climate change? Put a price on carbon. #PutAPriceOnIt #yearsproject…,867145 +1,RT @Jillianstardust: Throw on floor of congress to definitively disprove those pesky 'global warming' acts @Ogre_Kev #AlternateUsesForSnow,713328 +2,Trump cites global warming in golf course fight - https://t.co/8kpIDFyC8e presidential candidate has proposed to … https://t.co/ZIA0iG35Ex,504235 +1,"stories from Columbia (natural, horrific catastrophe brought on by climate change) & Paraguay (manmade,political, violent) caution us all",351088 +1,Help me stop Texas Repubs who want to abolish the U.S. Dept. of Education & call for teaching “all sidesâ€ of evolution and climate change.,363286 +1,RT @mzjacobson: Climate deniers blame global warming on nature. These NASA data shows natural changes don't explain observed warming https:…,210752 +1,"RT @baileysucks_: It's November 2nd and I'm wearing shorts and a tshirt. But yeah, global warming is just a myth lol",473323 +2,Urban farming won't save us from climate change https://t.co/mIWhHF1tqw https://t.co/hKdpuOuWKk,742977 +1,RT @Aiannucci: The US elected Trump but the rest of the world didn't.So what do we do if US policies ( e.g. climate change) threaten the re…,532773 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,683483 +0,"RT PopSci: Bird poop might help keep the Arctic cool (but it can't stop global warming, sorry) … https://t.co/Bv0Xh1Wrbj",210961 +2,"RT @guardianeco: Great Barrier Reef 2050 plan no longer achievable due to climate change, experts say https://t.co/XVt54ak7D8",546038 +1,"If you really care about climate change, boycott Earth Hour https://t.co/kyX4KO7s4t",450012 +2,U.S. affirms commitment to Arctic climate change research https://t.co/BenIP0Frlp https://t.co/UZWcwU19E2,576305 +0,I thought this tag line was a good take on denying climate change... https://t.co/eZIAwa3pl1,475961 +1,happy november the high temperature is still in the 80s global warming is real and the natural progression of time means nothing,166868 +0,"RT @NosaIsabor: Us: it's too hot for winter it's climate change +Mother: Ight bet https://t.co/6qQdWr9PIL",289013 +1,RT @tveitdal: 50 countries who are disproportionately affected by global warming vow to use 100% renewable energy by 2050…,424271 +1,Company directors to face penalties for ignoring climate change #auspol politicians should too https://t.co/sHkGVfRQUm,158550 +2,RT @politico: More GOP lawmakers bucking their party on climate change https://t.co/9XzGS2h5jX https://t.co/It1lZRGLRP,135960 +1,Things old ppl decided to make us fix: global warming mass incarceration social security and now giant wave of western civ fascism,129457 +1,RT @MarkRuffalo: Texas judge deals ExxonMobil a blow in their climate change fraud case #ExxonKnew https://t.co/MvYV0fivkO,940313 +1,"RT @eemanabbasi: When even a lil birdie knows only Bernie will fight to delay global warming and protect her home ðŸ˜😌 +#Birdies4Sanders +https…",92783 +2,RT @RogueNASA: Humans on the verge of causing Earth’s fastest climate change in 50m years https://t.co/tS4SoylPMt,371578 +2,RT @ClimateNexus: Vatican urges Trump to reconsider climate change position https://t.co/A02XGJfMV6 via @Reuters https://t.co/TauHXQbZxX,90807 +2,How #climate change affects asthma: https://t.co/chICQTnZJR,682430 +1,RT @GrahameLucas: 2017 is so far the second-hottest year on record thanks to global warming | Dana Nuccitelli #climatechange https://t.co/s…,865436 +1,RT @thE_House7: Scott Pruitt (new head of EPA) just stated that carbon dioxide emissions arent a major contributor to global warming. Absol…,522118 +2,"RT @vicenews: Exxon spent millions denying climate change, knowing all along it was real https://t.co/72wlgoLGh6 https://t.co/Iw2WmZU4ZH",620516 +2,RT @washingtonpost: New trailer for Al Gore’s 'Inconvenient Truth' sequel shows President Trump as climate change villain https://t.co/PHu4…,895309 +1,"Watch free film, #BeforetheFlood, w Leonardo DiCaprio as co-producer and U.N. representative on climate change. https://t.co/QP66sKP2t7",934675 +-1,1 way 2 get these morons 2 stop protesting tell em the fires they r starting is contributing 2 climate change. watch them scatter #trumpriot,681769 +1,RT @rickklein: The WH line is the president pulled out of a major climate change treaty without discussing or considering whether climate c…,777683 +1,RT @Vipin4Vns: Planting of new trees-plants can help mitigate against climate change by removing carbon dioxide from theAtmosphere https://…,707441 +2,RT @StandForTrees: Children can sue the US government over climate change https://t.co/7977bqOMP0,849728 +2,RT @motherboard: The new White House website contains no mention of climate change https://t.co/PBC6ttsYqz https://t.co/v9wufIJMYV,448161 +1,RT @jessicakinneyy: global warming is real https://t.co/TyI8Te9OzN,228713 +1,Let's talk about how our new president literally doesn't believe in climate change or science for that matter,655144 +-1,@TurnbullMalcolm there is no fucking global warming https://t.co/ip0ySd9Nfo,777709 +1,RT @BillMoyersHQ: The US has done more than any other country to bring about the global peril of climate change. @JeffDSachs https://t.co/B…,881844 +1,"RT @SenSanders: On virtually every major issue — raising the minimum wage, climate change, pay equity for women — we are the majority",228866 +0,@Greigsy @LesleyDiMascio just trying to sort climate change and world peace while making a cuppa ☕️,611525 +1,@realDonaldTrump climate change is real please promote renewable energy instead of coal and make this world ðŸŒ great again. ☺ï¸,500477 +1,It's 91 degrees in mid-November and the president-elect wants to cut 100 billion dollars in federal climate change spending,99716 +-1,"RT @JunkScience: Can you trust the guy offering $25,000 for proof global warming is real? https://t.co/i8TrAoCsOK https://t.co/yvkRss0E7g",822083 +-1,From Bitcoin to climate change: The top 10 things you probably believe that are complete bulls##t https://t.co/vPXBW1pXVf,545015 +2,RT @nytimesbusiness: Carbon capture technology could help fight global warming. It may not survive Donald Trump's presidency. https://t.co/…,625904 +2,California lawmakers extend landmark climate change law https://t.co/6NpIhlU5gt,781632 +1,"@CNN all these robots saying a sarcastic 'global warming'... It causes extremes in weather, it doesn't eliminate cold weather.",441430 +2,China praises role of Paris Agreement in climate change battle https://t.co/84FmnTTpkO,531103 +1,@CyclingAus hush hush 29/4/17 climate change march dc usa yes to more hybrids save yur kids lungs,111968 +1,"RT @NatGeoChannel: Watch #BeforeTheFlood right here, as @LeoDiCaprio travels the world to tackle climate change https://t.co/LkDehj3tNn htt…",19992 +-1,@Commodity52now @ElizabethMay @SprakeMike Pine beetles not from climate change. https://t.co/Q4a0u3RERz,952047 +1,"RT @penspatience: * China will be labeled a 'currency manipulator' +* Keystone pipeline will move forward +* UN climate change program paymen…",104509 +2,UN climate change agency reacts cautiously to Trump plan https://t.co/Zdosb2vyTB,800229 +2,New study finds that climate change costs will hit Trump country hardest | John Abraham https://t.co/CGAm6IFTpD,387665 +2,RT @TalkRadio1210: Meteorologist Joe Bastardi tells @ChrisStigall that climate change is 'likely natural.' https://t.co/TEtjvEXavm,342912 +0,"Is there an advocate around, on global warming that can answer my questions?",590030 +1,RT @ashcpowers: don't let this bomb weather distract u from the fact that climate change is a real issue that needs to be fixed,201166 +-1,RT @LazyMeatball: @BrennaSimonSays @charliekirk11 There is no climate change. Look up kyoto treaty and get back to me....,231504 +-1,RT @CounterMoonbat: The people who predicted parts of Manhattan would be underwater by 2008 due to climate change are concerned about 'fake…,423430 +1,"India needs more focus on climate change,quality educatn,strong anti-dumping laws,strict food inspectn,afforestation,pollution control e.t.c",292149 +1,Lynne Featherstone talking about the threat posed to us all by climate change. https://t.co/q89isjXld9,751492 +1,The 100 things we need to do to reverse global warming: https://t.co/NlrfKGS5Ns #climatechange #socialgood https://t.co/eAfyF0Pr0M,698408 +-1,ONLY THE GOV'T can stop the carbon credits rip-off of the American consumer. It must stop the climate change fraud of using carbon credits.,428512 +2,Commonwealth Bank faces legal action over failure to disclose climate change risk #Accountancy https://t.co/KtcTdhrWcl,608170 +0,"Niggas ask me what my inspiration is, I told them global warming.",339326 +0,RT @msdanifernandez: this is a fun website if u want men with the monster energy logo as their pic telling u climate change is fake,261675 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,488947 +-1,RT @presidentdiary: These global warming crackpots have lost it! Join us & enlist at https://t.co/GjZHk91m2E. Patriot central awaits. https…,331229 +2,RT @ClimateChangRR: Donald Trump wants to shut off an orbiting space camera that monitors climate change https://t.co/GhUaXUjqd4 https://t.…,61821 +0,RT @MaxCRoser: 'I've studied Larsen C and its giant iceberg for years – it's not a simple story of climate change' https://t.co/tkakmJ6YQF,793605 +1,"RT @KakituMusik: Habitat management will help curb climate change . +#OloluaCleanUp + #AGBS2017FINALDAY https://t.co/QRCOZUMV4a",444878 +-1,@NickRapscallion @NASA @POTUS @WhiteHouse climate change is a crock of shit*t,134572 +0,RT @clif_high: Ack! i would LOVE to get hauled in front of a world court to argue 'climate change'! That meme is so weak it dies a…,5922 +1,RT @Khanoisseur: Fitting: Trump's purge of climate change believers at DoE will be led by Perry<-indicted for coercing a DA out of h…,548204 +0,@AlanRSmyth Both are required I believe...we should add to our next climate change editorial..@KaminskiMed @IPFdoc @BTSchief @COPDdoc,49183 +1,@LeoDiCaprio @KTVZ when are you going to stop being a whiny dumbass and actually start doing something about climate change. Trees use CO2!,564764 +0,bitches be out here askin to die but start cryin as soon as they hear 'global warming' smh make up your minds,261505 +1,Conserve water to tide over climate change challenges: FAO https://t.co/vHJL3Y6goM https://t.co/rCq8yj1Wvt,131684 +0,"#LARain 6 months ago, they are all OMG it's a drought we need rain, its global warming. Now they have the rain and it's non stop complaining",648484 +2,RT @WaterWired: In @physorg_com New report summarizes how climate change is affecting water cycle in Germany https://t.co/U3WulvpJN8 (tnx @…,208016 +-1,@lydia_ashford @goddersbloom @GaiaLovesMe @ClaudBarras i.e. fuck-all to do with 'global warming'.,87712 +1,RT @Alllahdin: Satellite Images of how global warming has affected the forest cover on Earth https://t.co/sWDfAkxuym,267430 +1,Google Earth's Timelapse update illustrates 30 years of climate change https://t.co/SXhsHzBYiE,287825 +2,RT @politico: Trump adviser compares climate change research to belief Earth is flat https://t.co/6XNdICaL1J https://t.co/dHIrtnhH8R,476621 +1,RT @PopSci: These photos force you to look the victims of climate change in the eye https://t.co/GD7jpkRRrz https://t.co/O0DoRNmQI7,904114 +1,"Austerity, climate change, intensification of resource conflicts -- reminders that neoliberalism is the #1 threat to our species' survival.",480641 +1,RT @SethMacFarlane: HRC proposes installing half a billion solar panels by the end of her first term. Trump thinks climate change is a hoax…,414945 +1,"RT @Kris_Sacrebleu: This *almost* negates his good deeds + +bad @BillGates + +...denying climate change could innovate the fuck outta the… ",451967 +1,RT @josefgoldilock: Your MCM thinks climate change isn't real,429203 +1,@RiddlewpmSheri @seanhannity @BarackObama The world will end for the humans if we don't do anything about the climate change.,21635 +1,RT @gator1k: we just elected someone who claimed climate change is a hoax made up by the chinese government,114845 +1,"RT @davidsirota: US politics could be focused on preventing climate change from destroying all life on Earth. Instead, it's focused on Vlad…",85790 +1,"RT @michikokakutani: Scientists' nightmare: Trump’s budget cuts at least $7 billion for research on climate change, diseases & energy. http…",790499 +2,RT @WorldfNature: One Nation senator joins new world order of climate change denial - The Guardian https://t.co/i7BY4u8Mdw https://t.co/hq7…,586846 +0,"In his twitter account, Donald Trump said on 6 November 2012: 'The concept of global warming was created by and... https://t.co/QRMmgtpO30",467155 +1,Say it with me people: climate change is real. https://t.co/aTT7f9A911,764681 +1,RT @jenditchburn: So Scheer is already ruling out an open party discussion on carbon taxes as a policy option on climate change action.,227463 +1,RT @FastCompany: Replacing farms with fish farms: The odd solution to both hunger and climate change https://t.co/GllPM16mHJ https://t.co/L…,702141 +1,RT @bugwannostra: @Forthleft2 @TonyHWindsor Is that an admission they know climate change is real & just don't give a frig? The $4 million…,844327 +1,"@potus can neuter #science with his #budget but vasectomies are reversible, unlike #climate change, and even eunuchs can still speak...",243076 +-1,RT @Protonice: @trudeau You could be the greatest PM in history if you acknowledged that global warming / climate change is the biggest sca…,275649 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,818711 +2,Earth’s plants are countering some of the effects of climate change https://t.co/ZT6ujS2HdE #worldnews #news #breakingnews,612709 +1,RT @SethMacFarlane: HRC proposes installing half a billion solar panels by the end of her first term. Trump thinks climate change is a hoax…,549438 +1,"RT @AnjaKolibri: Degraded pastures, #desertification: Key source of fresh #water for Asia is drying up because of #climate change: https://…",397923 +1,RT @PoliticsOTM: The people calling the left regressive believe climate change doesn't exist and throwing coal waste in water is a g…,922907 +2,RT @nytimes: They have lived on a Louisiana island for generations. Now they will be displaced due to climate change. https://t.co/5ywrNLkh…,260793 +1,RT @voxdotcom: Watch: Bill Nye rips CNN for treating climate change like theater instead of science https://t.co/OBxnDrvZoc,158388 +2,Governors push back against #Trump's plan to cut funding to fight #climate change: KOMO News https://t.co/zpGPjJb8zL #environment,575261 +1,RT @altNOAA: Two words that @realDonaldTrump or @FEMA_Brock has 100% failed to use in this crisis - climate change. You cannot hide from it!,396527 +2,RT @business: China tells Trump climate change isn't a hoax it invented https://t.co/eWVQtI28t3 https://t.co/7qV3RfzTTE,634262 +-1,"RT @SteveSGoddard: Whatever the weather is, some scientist will find an ad hoc explanation to blame it on global warming.",793994 +1,In the news: Now that we are leaving the Paris Agreement what can Mainers do to help combat climate change https://t.co/C7cSlVsLa0,420290 +2,RT @Brasilmagic: The climate change lawsuit the Trump administration is desperate to stop going to trial https://t.co/hW3heAWubK,35618 +2,RT @ArchipelagoHope: Teens suing U.S. over climate change ask for Exxon's 'Wayne Tracker' emails https://t.co/JueLHZhQ6L,467745 +0,@FrankConniff & Ralph Nader sure helped President Gore keep the Iraq war from happening & got us a 16 year fighting start on global warming.,674357 +1,A man who rejects settled science on climate change should not lead the EPA https://t.co/0RAG7aBjmW,363337 +1,"This #EarthDay, discover ways companies are taking real action against climate change. https://t.co/bnI2qSxPyv https://t.co/mEVMT1VJj2",969594 +1,RT @carlzimmer: A graph showing how global warming has loaded the oceans with heat. Open access review: https://t.co/ql8ejUFHNr https://t.…,129475 +0,Must have been climate change. https://t.co/cEoXuqg2yB,530681 +1,"RT @funder: How Trump's inaction on climate change could lead to impeachment @VICE + +#impeachtrump #trumprussia #resist +https://t.co/Tnt7g84…",427218 +1,Actually that would do more to eradicate global warming. https://t.co/ttbvIT1M5c,236063 +1,"Retweeted CECHR (@CECHR_UoD): + +Living Planet Lunchtime Listen +How are the Inuit coping with climate change?... https://t.co/dhVggku8sJ",669398 +2,"In rare move, China criticizes Trump plan to exit climate change pact https://t.co/svDExQ7mlA via @Reuters",88226 +0,Heated talk about global warming https://t.co/4CZQq8the0,642168 +1,RT @JacobWhitesides: I think that's global warming not christmas https://t.co/VVAzjVXH6w,908407 +1,"RT @JonRiley7: Trump & his climate change denying EPA nominee Scott Pruitt just want to protect the little guys, like asbestos man… ",389073 +2,RT @laura_payton: From Haitian stew to millet flour balls: How climate change affects cooking in developing countries https://t.co/12xvDcr7…,40071 +-1,@infowars he knows nothing.. he is just spreading lies and fear same BS as global warming! Most dishonest disgustin… https://t.co/6Y88zGNcQr,60880 +2,RT @LoukgolfLG: Record-breaking climate change pushes world into ‘uncharted territory’ https://t.co/fRfBQBLA2i,981277 +1,RT @mcneil_tom: Apparently Trump is so confident global warming doesn't exist he might stop NASA monitoring certain earth related data. Sen…,467466 +1,"RT @SenSanders: On virtually every major issue — raising the minimum wage, climate change, pay equity for women — we are the majority",459684 +0,@CBCTheNational but but global warming,877574 +0,Localized climate change & global warming 2 diff things. https://t.co/TscQJCJStu,344329 +1,"RT @robdromb: Toomey opposes Abortion, Gay Marriage, pro-business, anti-consumer, anti-worker, anti-poor, denies climate change. + +VOTE @Kat…",122217 +1,RT @Harryslaststand: #UKIP's chief climate change denier Julia Reid blocked me after I replied to her b/c UKIP can't stand truth as it…,694529 +2,RT @thehill: EPA removes climate change page from website hours ahead of #climatemarch https://t.co/VJgYCQPQ2C https://t.co/tfZ3C9TY6b,638988 +2,"RT @SenWhitehouse: How on climate change the Koch brothers stole the Republican Party from John McCain: + +https://t.co/OAKzrenG1c",146182 +2,JUST IN: President Duterte says he will sign the climate change agreement.,92076 +1,EPA chief is tongue-tied when asked about his climate change denial - Mashable https://t.co/sNA3p7d4HX,108444 +0,@darehgregorian @maggieNYT @realDonaldTrump @cam_joseph This is part of #Trump climate change hoax right?,372234 +1,RT @climatehawk1: Trump’s election marks end of any serious hope of limiting #climate change to 2C | @drvox https://t.co/O4uA38Ayq6…,456476 +1,RT @artist4ever: Yet the Green Party candidate had no qualms handing our climate change concerns over to the destructor https://t.co/9dydwF…,916139 +1,Agriculture victim of and solution to climate change - https://t.co/Rn45HMcz0Q #Agriculture https://t.co/TnR3RwQNY5,661868 +1,RT @lippard: @justinhendrix @theintercept @tinyrevolution Robinson is also a climate change denier behind the Oregon Petition.,968728 +1,RT @shivi_dwivedi: Can't wait to start @GhoshAmitav 's #TheGreatDerangement on #climate change #ClimateChangeIsReal https://t.co/REtTnbPYQ5,755713 +-1,"@WorldfNature It is complete madness to think humans can alter climate change, King Canute tried, & look what happened to him. GLUG, GLUG.",937376 +1,RT @mashable: Possibly the most beautiful and distinct sign of climate change https://t.co/u0KdiMwHk8,237234 +1,RT @BharatTiwari: Taking on #Adani is not just about climate change. It's taking back power from corporate plutocracy | Sebastian Job https…,272060 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,373570 +1,"@pinkbunny70 @FuckCons scientists can plot these eccentric orbits around Saturn, but are wrong about climate change… https://t.co/FDOJVeRzaJ",990302 +1,RT @climatehawk1: The single shining hope to stop #climate change: @MichaelEMann @TIME https://t.co/bq9kKukgHk #globalwarming…,148915 +1,RT @therealdavid_F: How are there still people who don't believe in global warming,737295 +1,"RT @Forbes: How you can help stop climate change with your own personal actions: +https://t.co/bveDX3HfNZ https://t.co/0NzKQQDaOl",60420 +1,RT @GavinBade: File this one under 'climate change is not primarily an 'engineering problem'' https://t.co/G0MRj5Frc6,384115 +1,"The thing is; I don't directly care about the animals, but I care about climate change. THOSE BALLOONS ARE KILLING… https://t.co/6v0kFzNupN",336741 +-1,Don't be silly. Bears aren't dumb enough to believe in climate change. https://t.co/Pln9vBcaVC,403548 +2,Vancouver could transform into San Diego by 2050 due to climate change - Globalnews.ca https://t.co/XpxAJu0dm2 https://t.co/YJlUr7LCWZ,543263 +1,RT @c40cities: #Auckland Council unveils plan to combat climate change: https://t.co/dbZjaHQsvt #Cities4Climate https://t.co/hMG8mr8ohu,856217 +1,RT @rickygervais: The Whitehouse is being filled with creationist climate change deniers. But on the plus side God will give your grandchil…,822660 +2,Trump really doesn't want to face these 21 kids on climate change - … https://t.co/BFA7TL5zPO https://t.co/S7rUxmbkc6,735935 +1,@Mary_Debrett @Jackthelad1947 In Wisconsin GOP eliminated climate change by scrubbing it from website. Hope they deal w poverty soon.,963350 +1,RT @MichaelEMann: 'Republicans held fake inquiry on climate change to attack only credible scientist in room' @ale_potenza @Verge: https://…,931532 +-1,RT @realDonaldTrump: The global warming we should be worried about is the global warming caused by NUCLEAR WEAPONS in the hands of crazy or…,728645 +1,RT @RVAwonk: Aaaaand here we go. The Trump admin has started to remove climate change-related information from the EPA website.…,869722 +1,"@AnnCoulter +climate change deniers at the top are awfully chummy with big oil and coal though +surely that's just a coincidence though +��",237146 +0,I wouldn't hate it if global warming would kick in this morning.,374608 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,149715 +1,November 2014 and now February 2017 tornadoes have hit Illinois. ILLINOIS!!! Still think global warming is a hoax?!? #ilwx,806238 +2,"RT @JoeDavidsonWP: Energy Dept. rejects Trump’s request to name climate change workers, who remain worried: https://t.co/Uuunrdl73T",858982 +2,BBC News - Badlands on Twitter: US park climate change tweets deleted https://t.co/CUQuUOeUhJ,153785 +1,RT @MarkDiStef: Not an Onion headline… Australian Prime Minister’s newest climate change adviser is a long-time mining lobbyist https://t.c…,460814 +1,RT @SenSanders: We have a president-elect who doesn’t believe in climate change. That’s frightening for this country and the world.,293389 +1,"RT @davidsirota: “The meat industry contributes to climate change” + +Stating this scientific fact = the magic words to evoke anger from the…",251144 +1,"Whilst Donald Trump appoints 'climate change' denier Scott Pruitt, Exxon knew better almost 40 years ago. https://t.co/lsheYQHUah #science",357928 +1,"RT @billmckibben: If Trump wins, it savages the planet's chances of dealing with climate change. In the (very) long run, the biggest result…",154687 +1,"RT @ddlovato: #IVotedBecause I believe in equality, we need comprehensive immigration reform, I am pro-choice and global warming IS real. #…",311920 +2,Michael Bloomberg has a plan to shift the conversation on climate change https://t.co/4xHdF3c9pN,287961 +1,RT @emorwee: This is literally the White House admitting it is 'not familiar' with the economic impacts of climate change. Think…,295636 +2,New Zealand newspaper predicted global warming in 1912 | Daily Mail Online https://t.co/KyAysCvfh8,446076 +-1,"@danoc214 @JustinTrudeau There is no such thing as global warming, you behind the times. The earth has not varied b… https://t.co/cmknXXVJPl",586514 +2,RT @grist: Seth Meyers devoted a full nine minutes to Trump and climate change https://t.co/bAaJgbHLHv https://t.co/ZSwYdWAJkk,139722 +2,RT @caseyttha: 03-24 #EarthHour 2016: UN goes dark to spotlight climate change #EarthHour https://t.co/Ph55lyg2rf,747445 +-1,"RT @Coondawg68: Like global warming, you can't accept even the basic premise without having to swallow insane, hyper-partisan conclusions.…",9870 +2,RT @csmonitor: Could mutant plants save us from global warming? https://t.co/zg6AIKUUFp,969025 +1,"RT @HeatherLeson: Participants for the Open Mapping #ogp16 session for cities, communities, humanitarians & climate change. Honoured… ",484019 +1,"RT @richardbranson: From #Harvey to #Irma, I think man-made climate change is a key factor in the intensity of hurricanes…",918524 +-1,Global Warming: Myth of global warming essay papers https://t.co/BLLB9DZRM6,932966 +1,@SenSanders @BillNye we need to win the climate change 'war!' If we don't we are ALL in terrible trouble.,422775 +2,UN climate change agency reacts cautiously to Trump plan https://t.co/aTbselmfil,770978 +1,RT @KendallRaeOnYT: So I'm wearing a T-Shirt outside in November in Colorado.... but global warming isn't real right?! 🙄,248996 +-1,RT @PrisonPlanet: A bunch of Oxford elitists want to tax the food of poor people because 'climate change'. How about fuck off instead? http…,169577 +1,"RT @WIRED: A newly published paper shows that Exxon knew climate change was real and man-made, but publicly touted the opposite https://t.c…",448672 +0,"RT @rhymebyter: Clearly a sign of global warming. +The AI winter of the 1980s is thawing!;) https://t.co/8jaUYJPPkD",125946 +2,RT UnescoIHE: RT henkovink: Record-breaking climate change pushes world into ‘uncharted territory’ https://t.co/2I5CDNztyy guardianeco UNF…,657186 +1,RT @bobinglis: So glad for 46 House Republicans willing to listen to our military leaders when they tell us that climate change is…,237287 +0,@skeptikaa Egon ist so´n richtiges Weichei. global warming ;),166816 +1,"RT @phantomness71: Nice weather we're having. Hmmm? +Politicians discussing global warming. A sculpture in Berlin by Issac Cordal. https://t…",961576 +1,RT @SethMacFarlane: HRC proposes installing half a billion solar panels by the end of her first term. Trump thinks climate change is a hoax…,615727 +2,South Dakota national park tweets facts about climate change amid EPA blackout https://t.co/caaQCASKOs via @BostonGlobe,833638 +-1,RT @realDonaldTrump: The concept of global warming was created by and for the Chinese in order to make U.S. manufacturing non-competitive.,490649 +0,"RT @aireguru: Here s how you could live and work in France, all expenses paid, to work on climate change: The……",257499 +1,"RT @Imjusplaying: Okay okay...so a man that's openly sexist, racist, homophobic, rude & thinks global warming is a myth?...I am shocked! #D…",704900 +1,RT @CNN: No snow where there should be. Bleached anemones. Cracks in the ice. This is what climate change looks like:…,336266 +1,"RT @DavidCornDC: Hey Florida, nice little Everglades you've got there. Thanks for voting for a climate change denier. See you in hurricane…",806260 +2,RT @Independent: Bernie Sanders calls Trump climate change denying climate chief 'pathetic' https://t.co/ig44Eox9nk,862138 +1,"RT @RobloxBongRips4: 2010-2017, so sad to see what climate change has done to the Grand Canyon �� https://t.co/aDMUpENeix",920493 +0,RT @GreenHarvard: Read what Harvard Prof @RobertStavins said about the future of climate change action under a Trump administration https:/…,237849 +1,How rich countries are avoiding helping world’s poor cope with climate change https://t.co/I6U8olgBDu,927491 +0,How is climate change effecting the military? Sharon Burke poses the question on @4corners #ujelp17 #4corners,416170 +0,RT @HealthRanger: Now scientists researching a mental “vaccine” to treat “climate change denial” https://t.co/fkICDQOxTI…,322904 +2,"RT @Newsweek: Bloomberg to Trump: It's still global warming, stupid https://t.co/ISoHPcAGGQ https://t.co/JXRlHDTa4n",444011 +2,"RT @mashable: No, Donald Trump is not deleting tweets about China and global warming https://t.co/RVHsqbe27M https://t.co/XQkzgOHunp",928609 +1,"Nice to know climate change deniers have place in the WH, especially the ones who even fail to see the incremental increases. @JunkScience.",681701 +2,EPA chief unconvinced on CO2 link to global warming https://t.co/Dvlv6lS3rc via @Reuters,268128 +1,"The irony of Rex Tillerson as Secretary of State, is that the oil man is one of very few on Trump's team who believes in climate change.",341717 +1,"We've BEEN recycling, cutting meat out, doing all we can for our planet but you havea man who denies climate change in power. WHAT DO U MEAN",325269 +0,"RT @KanteFacts_: There is no such thing as global warming. N'golo Kante was cold, so he turned the sun up. #KanteFacts",330023 +2,"RT @UNFCCC: Small farmers need immediate help to adapt to climate change, warns FAO chief https://t.co/cYTAGtpTFm… ",925832 +1,RT @SenSanders: We have a president-elect who doesn't believe in climate change. Millions of people are going to have to say: Mr. T…,567753 +0,I want this but I live in Texas and every season is now global warming https://t.co/nC6HRoZJBs,397897 +2,RT @NatureClimate: Increased rainfall under climate change will lead to more runoff creating a new mercury threat to oceans https://t.co/fL…,984048 +1,"RT @Sustain_Today: In new paper, scientists explain climate change using before/after photographic evidence https://t.co/EAfXxDu8U6 https:/…",100114 +1,"RT @LastWeekTonight: If you don’t believe man-made global warming is a a silly issue, give to the Natural Resources Defense Council (https:…",575086 +2,"#Breaking South, southeast face Europe's most adverse climate change impact - agency Read More : https://t.co/dpiKwUUQFg",735244 +-1,"No one denies that the climate changes, douchebag. We deny free people are changing it. https://t.co/OnDNU8MZ01",776617 +2,RT @MorningClimate: California's governor vows to hold strong on climate change policies - https://t.co/P712zahl1d,914096 +1,"RT @klstuble: Our paper on #PriorityEffects and implications for climate change and #restoration is online early at @ESAEcology +https://t.c…",705513 +2,RT @washingtonpost: Federal Highway Administration changes mentions of ‘climate change’ to ‘resilience’ in transportation program https://t…,513163 +1,RT @CalculusKing_ck: Our dishonest President thinks global warming is a Chinese hoax and vaccines cause autism...…,519376 +1,RT @ANTlHEROINE: These white racists care more about being called mayo on twitter than global warming. Jokes on yall bc the sun is y…,464316 +1,RT @Dorofcalif: GOP congressman: God will 'take care of' climate change if it exists https://t.co/K1NjJzZue8 via @HuffPostPolYO I HAVE SOME…,124596 +2,"RT @NPR: Trump plans to cancel billions in payments to UN climate change programs & use money to fix America's water, environmental infrast…",683524 +1,RT @miel: if you are not wanting to 'get political' consider this - trump's actions re: climate change will render this plane…,421330 +-1,@EcoSenseNow why is it if you deny climate change ppl say you are denying science ?,448270 +1,"RT @LeeCamp: 44% of honey bee colonies died last year due to climate change & pesticides. When bees die, we die.",342441 +2,"RT @UNEP: With global warming, the Nile will swing from devastating floods to withering drought - research:…",906245 +0,RT @planitpres: Are you prepared for climate change? asks George Pepler Award winner Isobel Brunn-Kiaer in her blog: https://t.co/2StuW9kHxN,629052 +1,This is a significant intervention that puts the Church in key position to drive global response to climate change” https://t.co/ETY7TlXkoX,677851 +2,RT @climateinstitut: UK businesses call on Government to embrace low-carbon future and enact climate change legislation https://t.co/ILffxi…,326748 +1,"Fossil Fuel Corruption Is Now Exposed +Science is being politicized to deny climate change +https://t.co/CRh3U856ys",673892 +1,My favorite thing is when people act like they know more about climate change than scientists who've dedicated their lives studying it,653521 +-1,But but but... global warming is causing 'blizzards!!' (Which 20yrs ago was called 'snow') https://t.co/nNIiZvGAW0,669283 +1,RT @JPvanYpersele: Just out: our new paper on IPCC Reasons for concern regarding #climate change risk (in @NatureClimate)…,660391 +1,RT @CountOnVic: Dude said to expect 12-24 inches of snow on Tuesday in New York lmao it's mid march but republicans swear climate change is…,973441 +1,RT @nearthe1975: crazy how that's coming from u when u basically voted an asshole who deleted the climate change webpage in his firs…,917170 +1,RT @Indigocathy: Keep an eye out on #qanda for Dane from Beechworth Seconday College. He's passionate about climate change.…,251239 +2,"RT @capitalweather: Polar vortex shifting due to climate change, extending winter, study finds: https://t.co/xDEDEpxEaQ",688575 +1,RT @theallineed: Scott Pruitt’s comments on climate change are “breathtakingly wrong” https://t.co/1qWuXVAHtr,269858 +1,RT @kurteichenwald: Russia hack deniers & climate change deniers have a lot in common. Either theyre corrupt or they refuse 2 accept univer…,969568 +-1,"RT @KurtSchlichter: 'Climate criminal.' So, are they sending the Weatherstapo for him? These global warming scam fanatics are the worst. @…",852089 +1,RT @EnvDefenseFund: Trump’s admin removes climate science from EPA site & makes it harder for teachers to talk about climate change. https:…,699259 +1,"@BoreusAquilon +I'm gonna unfollow you. I can't tolerate ignorant people who deny climate change +https://t.co/1pmYW8azh2",310022 +-1,"Lefties ignore the science of abortion just as hard as righties ignore the science of climate change don't @ me + +https://t.co/ctwkFV9p1l",691275 +1,"What are the most effective individual actions to fight climate change? + https://t.co/6LT7xQpRek Here's the study: https://t.co/0L01vQCKpk",484078 +2,RT @Seeker: The Obama Administration's page on climate change has officially been deleted. https://t.co/KWaUWxePmm,833079 +2,"RT @WorldfNature: Human-caused climate change causes unprecedented Arctic heatwave, scientists say - https://t.co/GxNBHHgsEl… ",136343 +2,RT @ABCPolitics: Sec. John Kerry becomes highest-ranking U.S. official to visit Antarctica; he's there to learn about climate change…,19364 +1,"#ParisAgreement on climate change is just the start. + +Climate action is... https://t.co/OMYcUV3lT1 by #UN via… https://t.co/mpveR7V3zT",624146 +1,hurricane season with the assistance of global warming. https://t.co/JeJ0hMAyN5,22260 +1,RT @takvera: Hey @Westpac coal burning is a major driver of climate change and #coralbleaching. Funding Adani is unethical…,223171 +1,"RT @DPJHodges: Trump appoints climate change denier to head Envirinment Agency. If you voted Green in the election, congratulations. Great…",252780 +2,"Climate talks: 'Save us' from global warming, US urged https://t.co/0ViEmXkziI #TrumpTransition #PresidentElectTrump #MAGA",271925 +1,People who don't believe in global warming and climate change are a bunch of burros,787963 +1,@petitebiscut I KNOW & they say climate change isn't real,584357 +-1,"RT @Trial_Watcher1: @DrMartyFox @SheriffClarke @LouDobbs @seanhannity - the global warming scam to tax the air we breathe, in order to fund…",156998 +1,"RT @UN: TV weather presenters foreshadow effects of climate change, including hotter summers in major cities…",944221 +1,RT @altNOAA: 'remove the words 'global warming and climate change'... have to meet the president's 'budget language restrictions…,538791 +0,"This is the difference between Canada and the US. While they're gutting climate change from EPA site, we're worried… https://t.co/bNEg4GlVAX",44138 +1,"RT @SenSanders: On virtually every major issue — raising the minimum wage, climate change, pay equity for women — we are the majority",418991 +1,"RT @SethMacFarlane: Are we looking at an America that officially believes climate change is a hoax? Sorry, everybody else.",126266 +2,"RT @altUSEPA: PRUITT: There is nothing that I know that would cause a review [of climate change science] at this point +https://t.co/pbyP1cY…",376202 +0,RT @backpackingMY: Negara paling rendah di dunia adalah Maldives. Dijangka akan tenggelam kerana global warming pada suatu hari nanti. Jom…,434570 +2,RT @Earthjustice: EPA head stacks agency with climate change skeptics: https://t.co/oMZuHxxiMD https://t.co/5Oxajv8wDn,730391 +2,"BRICS meeting highlights climate change, trade, terrorism https://t.co/NYRR8VlRml https://t.co/97FWzT4hub",302057 +1,@JohnBertos @NBCNightlyNews You don't find the truth about climate change on TV... You have to read science,637345 +1,RT @SenSanders: We have a president-elect who doesn't believe in climate change. Millions of people are going to have to say: Mr. T…,969161 +2,"RT @doodlewhale: UK sends stress balls to US scientists worried about Donald Trump and climate change. +https://t.co/NrTKGYTe6R + +I sa…",470549 +2,RT @Slate: How normal is a March snowstorm? Can we blame this on climate change? https://t.co/rG0hU34DmV https://t.co/NpE3eIwm46,781813 +1,#climatechange @statedept @UNDP What is Nigeria doing to alleviate the effect of climate change? We can partner with them to train people,333703 +1,RT @mmfa: TV networks that have been turning a blind eye to climate change are doing a major disservice to their viewers: https://t.co/0ipT…,846045 +1,RT @BernieSanders: #ImVotingBecause the future of the planet is at stake. Hillary Clinton will combat climate change. Donald Trump thinks i…,324276 +1,"RT @TheDailyShow: Tonight at 11/10c, Trevor has an idea for how to get Trump to care about climate change. https://t.co/GEuYGSW8dz",387547 +1,"RT @acampbell68: They have voted a man in who believes that global warming is a hoax created by China, just think about that for a fucking…",614937 +1,"RT @NatGeoChannel: Watch #BeforeTheFlood right here, as @LeoDiCaprio travels the world to tackle climate change https://t.co/LkDehj3tNn htt…",471395 +1,RT @BruceZobel: Political jibberish does not outweigh the fact that climate change is already beginning to damage world economies. #Electio…,663679 +1,"RT @NatGeoChannel: Watch #BeforeTheFlood right here, as @LeoDiCaprio travels the world to tackle climate change https://t.co/LkDehj3tNn htt…",117529 +1,"RT @OpportunCity: A reminder, in case you have an urge to toss a snowball in a house of government and scream 'climate change isn't r…",764373 +1,Tell us again how global warming is a myth @realDonaldTrump https://t.co/ac4egyyE0Z,594451 +1,RT @glocam_: @ABDULSZN @glitter_glo It's sad cus this goin keep continuing w global warming around https://t.co/Ym1PFI8yg0,523532 +1,"RT @Normsmusic: Not a hoax: There are two choices to address climate change this election. One to address it the other, fuck it vote for th…",169458 +1,"RT @UN: Empowering women, empowering nations, fighting climate change: All can go hand in hand. @UN_Women in Liberia:… ",904194 +2,RT @thehill: National park defies Trump social media ban with climate change tweets: https://t.co/yCpCSdu5at https://t.co/sRmxSxxtgd,316797 +1,"RT @PatriciaDeLille: Cape Town determined to act boldly on climate change for the sake of residents, the economy and saving the planet -…",810627 +-1,RT @RNCleveland: World leaders duped by manipulated global warming data https://t.co/4lEvdr7Byc,839292 +1,#EarthToMarrakech: COP22's digital call-to-action on climate change https://t.co/FqqwDnTPLb #tech #Desk02,972700 +0,"RT @voltrontext: bi lance: omg why is everyone so hot?? +ace pidge: global warming",625784 +-1,"The HORROR! Chelsea Clinton blames diabetes on climate change, gets fact-checked HARD https://t.co/70QmfMQAe2 via @twitchyteam",973420 +2,The global seed vault in Spitsbergen is threatened by climate change. Piqd by #AndreaChu. Article by @dpcarrington… https://t.co/lcEhKMhvNU,957691 +1,"RT @ajplus: With no climate change leadership in the White House, can entrepreneurs and green energy companies redeem the U.S.? https://t.c…",263169 +1,RT @thinkprogress: More people than ever are worried about climate change https://t.co/nrjer95Vvt https://t.co/uCgrEHF6ay,873015 +0,@FreeCanada25 @sainttoad @gruber @jackw0930 Trump doesn't believe in global warming,635903 +-1,RT @SpencerHaberman: @DC_Politix @SenSanders @billmckibben That is why it went from Global cooling in the 60s-70s to global warming in t…,100297 +1,RT @TomSteyer: Today @NextGenClimate launched https://t.co/VO60Pa2jc1. It's essentially a copy of @EPA's public-facing climate change websi…,818167 +1,@FaceTheTree @dieslecatz @plasma1 @KathrynBruscoBk @MMFlint @Independent @Wulalowe A drop in the bucket compared to rampant climate change.,945749 +1,The UN... and hiring a climate change skeptic to be the leader of the EPA... #ripEarth,236588 +1,"RT @MayorAdler: Regardless of what happens, Austin will lead on climate change because so much of what’s required happens at the lo…",294463 +1,ACCIONA and National Geographic are teaming up to fight climate change https://t.co/zxwRzHmfDr https://t.co/7kFx8yfN0Q,949490 +2,RT @TheGoogleFactz: A 100 year old paper article about 'climate change' https://t.co/M0NkzAOJlM,757507 +-1,"Watched this climate change documentary with leonardo di caprio. Zero science all emotion. Conclusion. Taxes. + +https://t.co/wZRznZdA8W",480949 +1,"RT @NaturalBAtheist: #ReasonsToLeaveEarth +Because half the US population doesn't believe in global warming, and are killing the planet we…",960522 +1,RT @washingtonpost: Al Gore thought Trump 'might come to his senses' on climate change. Nope. https://t.co/OCPM5ch1S6,879298 +2,RT @theecoheroes: Climate change study in Canada's Hudson Bay thwarted by climate change #environment #climatechange https://t.co/ddj6IFLN…,203509 +1,RT @SenSanders: We have a president-elect who doesn’t believe in climate change. That’s frightening for this country and the world.,203377 +1,"@Trumpwillwin2 @first_edward @washingtonpost and die. My point is climate change is more than just the Earth getting warmer, it's changing",1983 +0,RT @Tomleewalker: ur mcm tweeted 'we need to start taking climate change more seriously' prior to taking another bite of his double Big Mac…,58818 +2,Colorado joins 'climate alliance' of states fighting global warming ... - Reuters https://t.co/Ydn8tSGWgC #GlobalWarming,449415 +1,RT @TheDailyEdge: It's not just Trump: GOP has made a pledge to corporate polluters to block action on climate change #unacceptable https:/…,554886 +0,@GailNRobinson @markos He's a political op-ed writer? Not really there to report on climate change news.,378393 +1,"Must read/watch for youth & adults! Fantastic article about how soils mitigate climate change, videos by… https://t.co/rvmJ5fCPIa",962110 +2,RT @AP: BREAKING: AP sources: President Trump will announce plans to withdraw from Paris climate change accord.,209438 +1,RT @NatureNews: Donald Trump should start his presidency by dropping his pantomime-villain act on climate change…,264103 +1,Sad we now live in a country where climate change is 'a Chinese hoax' but it will bite us in the ass sooner or later & there will be regret,878097 +-1,RT @crazyeasypig: @latimes @latimesopinion Doesnt the climate change 4 times a year??,720366 +2,"Coral reefs’ only hope is halting global warming, study says. https://t.co/SWJiGv1GSs https://t.co/0M2UMHis9F",745492 +1,This is who they chose to run their country RT: @CNN: Trump says 'nobody really knows' if climate change is real.,659882 +1,RT @newsthump: I see #bbcdateline have invited a Russian climate change denier on to defend Donald Trump. Sometimes 'balance' goes too far.…,88717 +-1,RT @mp3michael: People: plz follow @SteveSGoddard who puts all the global warming scare tactics into historical context. https://t.co/MNX9L…,523145 +1,@MelTheWave it was 60 for the past few days now it's cold and raining. Smh. I wasn't sure about global warming but it seems legit now,739267 +2,"RT @globalnewsto: It's just more proof of climate change, says one activist. https://t.co/u1teAbSlar",786270 +1,@sainsburys read this! @FairtradeUK working WITH farmers on climate change. Pity you don't believe them & persist i… https://t.co/9bFSxphSgG,917533 +2,�� Most Americans want 'aggressive' action on climate change: Reuters/Ipsos poll https://t.co/zV8j28UcFh https://t.co/414CgDAI1F,650502 +1,@pmbillenglish Proud of environmental damage and profound ignorance of @NZNationalParty about global warming. Bottl… https://t.co/2x1NFBROin,828529 +1,"RT @Mikel_Jollett: THIS is why it matters that you not give a voice to climate change deniers, @nytimes. https://t.co/Z1J8PUBF60",606494 +-1,RT @Jimbo679: #islamicState is due to global warming https://t.co/FxtsYukI0d,996502 +1,RT @WeAreVeganuary: 'Fake meat and clever concrete: the best US climate change innovations' https://t.co/snsxGsJjiB @ImpossibleFoods #clima…,127803 +1,Global climate change is a serious problem which needs to be addressed now! #climatechange #globalwarming,945328 +1,"RT @slevitova: The story isn't Kanye. The story: Rick Perry, climate change denier, has been tapped to lead the Energy Dept, which he WANTE…",136882 +2,RT @AmazngEbooks Author and radio host suggests we've already lost the climate change war: https://t.co/i0gOXtFRyz,688103 +1,"RT @ParantoKristine: So proud of Leo Decapriro hard work on climate change, I believe it's part of his destiny, I believe we're in a cri…",248373 +2,"Climate talks: 'Save us' from global warming, US urged",548426 +1,RT @CNN: No snow where there should be. Bleached anemones. Cracks in the ice. This is what climate change looks like:…,295826 +2,RT @latimes: Gov. Jerry Brown warns Trump that California won't back down on climate change https://t.co/ig8sxJGw2f https://t.co/eo85j1GK7j,139395 +1,Could countries allocate 1% of their annual budget to tackle climate change? Interesting idea @Acclimatise |… https://t.co/Gvis0ggfhQ,285054 +1,"RT @AlexKingsbury: Exxon knew of climate change in 1981, email says – but it funded deniers for 27 more years https://t.co/akHAa6hGMx",728604 +1,"Worred about processed foods and climate change? Well, here's your twofer from @IKEAUSA. Lead a revolution... https://t.co/CBmXDa7dJC",746561 +2,"New bills would create climate change commission, ANWR tours for Congress - Alaska Dispatch News… https://t.co/DbHvZed8Jh",651687 +-1,They changed it from global warming to climate change because the warming stoped. Lol https://t.co/fx8k1fSDkQ,701237 +1,"No nuclear war will destroy India or Pakistan; however, exploding population and global warming will.",895131 +1,RT @a35362: Opinion | Harvey should be the turning point in fighting climate change https://t.co/LRhvWp4jNm https://t.co/vyh4n7Pvqa,822267 +1,RT @Glen4ONT: #FF My friend @jkwob A real leader in fighting climate change & advancing the low carbon economy. https://t.co/uJKGlkCYAz,987486 +1,About those papers refuting the consensus on climate change...https://t.co/9IvpJyLQps,441072 +2,A century of climate change in 35 seconds https://t.co/pf6oyLHZ0c #science via @CosmosMagazine,553042 +1,RT @mehdirhasan: Says guy who claimed climate change was a Chinese hoax. Lucky us! https://t.co/Ew4yH5mk7f,272258 +1,RT @TeenVogue: To everyone out there who STILL doesn't think global warming is real... https://t.co/QSwevPIunn,481800 +-1,"RT @krauthammer: Obama fiddles (climate change, Gitmo, now visit to Havana); the world burns – as Iran, Russia, China, ISIS march. https://…",355018 +-1,"RT @SteveSGoddard: Before global warming, Kachina Peak used to be snow covered. Now it is covered with snow https://t.co/5P1JgAqHbA",59589 +2,Trump set to undo Obama’s action against global warming https://t.co/9q5FZ81RTg https://t.co/UJrOT5EXnf,221962 +0,Disproportionate religious & ethnic minorities in prison. Fake climate change science. Admission the BBC takes EU m… https://t.co/Utr1CVkpWp,464704 +2,RT @politico: Chicago mayor Emanuel posts EPA’s deleted climate change page https://t.co/cEcCs5EAKk https://t.co/HX3K0E6n3d,360274 +-1,"@LisaBloom @nytimes +Have you noticed the Democrats don't call it global warming anymore? Now it's climate change.",962309 +1,"RT @robinince: Charles Moore's 'they signed a climate change bill on a day it snowed, what's all that about' piece suggests we need a weekl…",413377 +1,"RT @EricBoehlert: reminder: network evening newscasts this yr spent 125 mins on Clinton emails, 0 mins on climate change;…",219589 +1,"RT @ChristopherNFox: CEOs & investors see #climate change as a financial & economic issue--gains to be made, losses to be averted - @MikeBl…",49393 +1,RT @hannahasbury_: I can comfortably wear shorts and a hoodie outside on a February morning but climate change isn't real or anything u know,933751 +2,RT @motherboard: The new climate change evangelists are...conservatives?! https://t.co/Ar64t2XB9c https://t.co/XXELJ4TkHE,489542 +2,"RT @seattlepi: In shift, Trump says humans may be causing global warming https://t.co/RYxbnj1X9l",410770 +1,RT @kurteichenwald: Russia hack deniers & climate change deniers have a lot in common. Either theyre corrupt or they refuse 2 accept univer…,528384 +-1,RT @WSCP1: U.S. & Europe tried to get climate scientists to downplay lack of global warming over last 15 years https://t.co/AWaEHPeKJ5 #tco…,896997 +1,#California won't meet its #climate change goals without a lot more #housing density in its cities https://t.co/WXSsark0SQ @dillonliam,323405 +0,"RT @michaelbd: People who think climate change as the thing that will cause Trump to fail. + +This is a thing I’ve seen more than once.",876828 +2,UCLA scientists mark Trump's inauguration with plan to protect climate change data https://t.co/N8IZDZ9qzZ,922307 +1,@HouseScience You also know quite well that climate models have accurately predicted climate change for more than 30 years now. Stop lying.,954978 +1,"RT @hemantmehta: Don't worry, everyone. When President Trump does nothing about climate change, Florida will be the first to go.",855281 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,746093 +0,@RepAdamSchiff EPA does limited climate change research.,331696 +2,RT @RachelFeltman: Kids now have the right to sue the government over climate change | Popular Science https://t.co/HCtcA1yjS4 via @PopSci,677083 +1,RT @SethMacFarlane: HRC proposes installing half a billion solar panels by the end of her first term. Trump thinks climate change is a hoax…,977910 +2,L'Oreal named as global leader in climate change strategy #healthcare #comms #news https://t.co/nkHmNoWgNo https://t.co/0WgHPAYxEa,658615 +1,"RT @mmpadellan: For reporters who keep asking 'president' trump if he believes in climate change, imma just leave this here. + +114 m…",495473 +1,This map shows every extreme event we know has a climate change connection https://t.co/ldjqHL0tz5,615484 +0,@MCowww climate change sus ��,716086 +2,RT @UNEP: READ: Greening wood energy is key to mitigate climate change and improve rural livelihoods> https://t.co/22GRCbxwyy https://t.co/…,587950 +2,RT @create_as_u_go: 360°Green World: How does agriculture affect climate change? https://t.co/bbOSJzkzV5,7694 +1,RT @WBG_Agriculture: Our #soils could accelerate global warming. We need more action to stop it: https://t.co/AWe9aEWpGW @WLE_CGIAR,665301 +1,RT @DocsEnvAus: What if we have underestimated the pace of global warming? There is no time to waste questioning scientific experts https:/…,93048 +-1,"Liberals: Don't trust data. Clinton trusted data & look what happened to her. Therefore, climate change isn't real. https://t.co/ic9sPPz7BA",493745 +1,The head of the EPA doesn't believe in global warming and our president thinks vaccines cause autism... MERICA! https://t.co/lvkQlUwv47,854582 +1,"RT @Jamienzherald: Celebrities, scientists, doctors, businesspeople join new NZ push for action on climate change #ClimateDeclaration https…",420051 +1,#Nurses: Join in calling for strong clean car standards to protect health from air pollution and climate change:… https://t.co/mtusSBV5LG,634267 +1,"RT @LeoDiCaprio: Want to stop climate change, @UWM? See #BeforeTheFlood at your University #BeforeYouVote. +https://t.co/ubMubJMbkv",900786 +1,@aruna_sekhar worst news today after the 58000 Cr diverted from climate change to gst today :///,604528 +1,"RT @ProPublica: The deleted line: “Global climate change drives sea-level rise, increasing the frequency of coastal flooding.” + +https://t.c…",511355 +1,"RT @MikeElChingon: California went from winter and then right into summer, but global warming isn't real (sarcasm) ��",428736 +1,RT @AlyciaTyre: Everybody wants to ignore global warming until recently because they really see it taking a toll on earth,605245 +1,"RT @flippable_org: It's vitally important to elect governors & state legislators who recognize the reality of climate change, especially in…",606700 +2,RT @WorldfNature: Using technology to fight climate change - BetaNews https://t.co/QXdKrYs6bN https://t.co/wUDt8iWAGE,110969 +1,"RT @tveitdal: WMO: 'Human-driven climate change now a verifiable fact, those who dispute r not sceptics, but anti-science deniers…",113394 +1,The question is will we survive? Not for lack of trying but he does not believe in global warming and he has the nu… https://t.co/Np8Grxr3jW,805580 +0,RT @johncarlosbaez: Who should you trust on climate change: the liars or the hypocrites? My answer is here: https://t.co/r2IH0vm2N2 https…,512774 +0,RT @NewaHailu: @2miche how @DrJillStein is a green but all she tweets 4 days after the election of a climate change denier is slander of Hi…,940697 +1,"RT @SarcasticRover: The goal of America was to be better, smarter… to be exceptional. + +Denying climate change is denying America’s ability…",435319 +1,"We can fix climate change, but only if we refuse to abandon hope | Zoe Williams https://t.co/UGrMaUkz9p",291117 +1,RT @CREDOMobile: WATCH: These children know more about climate change than @EPA Admin. Scott Pruitt does. Sad! https://t.co/0qGiTOY8n0,871821 +2,Forests key to mitigating climate change https://t.co/SrsIoXai1Y,751434 +0,tfw u leave work and its hailing and raining but it was 60 yesterday thank u global warming,807498 +1,Worth reading @boykoff on media's role in legitimizing climate change denial https://t.co/RB8ylZv8Pw,644884 +2,RT @TUnfractured: Commonwealth brainstorms on climate change reversal https://t.co/K4jhZ9awy2 #climatechange #commonwealth https://t.co/Y0…,100444 +1,Someone and I arguing at work about climate change like even if the president doesn't believe it's real that we are still gonna have jobs.,466911 +2,"Oxygen levels in the oceans have fallen by 2% due to climate change, affecting marine habitats and large fish. + +https://t.co/XZvskTiLuK",242643 +-1,"RT @PMgeezer: 'How the global warming fraud will collapse' +#Jan20 @SteveSGoddard https://t.co/CUKK2sMVY8",140454 +0,RT @_wintergirl93: Is he taking a pic of her fighting climate change? https://t.co/B7FuPEERgz,780824 +-1,I went outside today and it was quite chilly! What happened to so-called global warming? It just local warming? #JustAsking #Science #MAGA,125975 +1,"9 ways global warming is affecting daily life: Lakes disappearing, drinking water supply at risk https://t.co/TPK7Di859X via @EnvDefenseFund",358412 +1,".@JulieForBurnley Congrats on being elected. Please don't let the #DUPdeal turn back the clock on abortion, gay rights or climate change.",511699 +0,"RT @Dauhshanti: “Indus civilisation didn’t collapse, but de-urbanised and migrated due to climate change.” +-Cameron Petrie https://t.co/ckB…",309770 +2,GroundUp: Landmark court ruling on climate change | Daily Maverick https://t.co/lNonrDHAL1 https://t.co/Qa9e5ZhBG7,342322 +1,@Axe_Grrl @AverillKyle if somebody really wants climate change they should take a look in the mirror first before pointing fingers at others,763413 +0,cold weather is my time to shine and global warming is really messing that up for me.,692070 +1,"RT @SarcasticRover: There are 2 kinds of people on Earth: Those who will be affected by climate change, and actually that was a trick every…",463941 +0,@Riverbreak River have you not seen how cold it is ? climate change isnt real #Jk,219841 +1,"RT @TaodeHaas: The RW, climate change deniers & the IPA celebrating today. Society, humanity & the planet has nothing to celebrate https://…",215475 +-1,@Judetruth @SteveSGoddard you believe in the global warming hoax?,458377 +2,"RT @tan123: Hungary: 'Overall, respondents were less concerned about climate change than in 2010' https://t.co/Njqm8ygW1f",143857 +2,RT @dallasnews: Is Rex Tillerson also Wayne Tracker? NY AG says ex-CEO used alias to discuss climate change at Exxon…,899239 +1,RT @Grimezsz: denying climate change is not a luxury humanity can afford. trump is old& rich. he will never have 2 worry abt foo…,857920 +2,RT @AKLienhartMinn: Octopus in the parking garage is climate change’s canary in the coal mine https://t.co/7l6GkxX0vH,72480 +1,RT @BernieSanders: #ImVotingBecause the future of the planet is at stake. Hillary Clinton will combat climate change. Donald Trump thinks i…,758440 +1,"RT @MarkRuffalo: Actually, Mike Pence, climate change has nothing to do with a 'liberal' agenda https://t.co/cuwa6B6DxW # via @HuffPostPol",216902 +1,RT @BraddJaffy: 'You and your friends will die of old age and I'm going to die from climate change.' https://t.co/Yl2oSriNbs,559945 +1,"Please wake up folks. The Donald's soon to be cabinet is a who's who of climate change skeptics, homophobes, racist… https://t.co/r6lqosIHYB",780206 +1,"RT @JenniferJokes: Look we all die alone, and due to the rapid rise in climate change, it'll probably be drowning.",818128 +0,i'm convinced that fake 'blonde' girls with stick thin // obvs straightened hair is the reason climate change is real.,305592 +2,Agriculture and overuse greater threats to wildlife than climate change – study https://t.co/7AkISxqWkm,797072 +1,"RT @NatGeoChannel: Watch #BeforeTheFlood right here, as @LeoDiCaprio travels the world to tackle climate change https://t.co/LkDehj3tNn htt…",828021 +-1,"@RonaldGranieri @EsotericCD Agree, but you will rally (distract) Republicans if you make this a referendum about climate change hysteria.",471639 +0,RT @UberFacts: It's theorized that the Akkadian empire—Mesopotamia’s first unifying civilization—was undone by climate change that created…,70837 +1,when people are happy about the warm weather but you're freaking out because of the global warming.......,152320 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,28947 +1,"RT @kelkulus: Irony: Florida, a state in danger of being washed away due to rising sea levels, just elected a guy who denies climate change…",80843 +1,"@MerrillLynched @EllenMorris1222 @zoobadger @howardfineman He's just making clear what he's going to ignore, climate change, judicial system",941478 +2,"RT @zsstevens: World’s food supplies at risk as climate change threatens international trade, experts warn https://t.co/aknfhVy0hC",511505 +1,"RT @DavidSuzukiFDN: In the wake of the US election, more than ever we need to double down on our efforts to fight climate change. Inspi…",844298 +1,RT @jpbrammer: I believe in climate change and I don't even believe in myself,972432 +2,RT @WIRED: Obama-era climate change and healthcare pages are no longer on the White House website; new policy positions are up…,906085 +1,"RT @MercyForAnimals: #DidYouKnow Animal agriculture is one of the leading causes of climate change?!? Go green, go #vegan! https://t.co/kRo…",993936 +1,"RT @MerlinYYC: China will soon trump America: The country is now the global leader in climate change reform + +https://t.co/bySqI7xY9s",885520 +2,RT @extinctsymbol: Experts fear ‘quiet springs’ as songbirds can’t keep up with climate change: https://t.co/QqQ9UFHcI4,835 +2,RT @EcoInternet3: The facts on #climate change -- and what to do about it: PBS https://t.co/Oz2OTiBRYI #environment,41456 +1,"RT @ALT_uscis: France is trolling the @WhiteHouse again about climate change, taking this video and editing it +original vid:…",309745 +-1,@BernieSanders $20 trillion in debt Trumps any climate change issue! Sanders is a senile old bastard that would rather see the USA bankrupt!,354386 +0,"Dear Trump, + +If global warming is fake, EXPLAIN CLUB PENGUIN SHUTTING DOWN",316451 +0,"RT @benhenley: Just published: New animation puts recent climate change in context of past 800,000 yrs @dr_nerilie @therevmountain https://…",876623 +0,"RT @ULTRAVlOLENCE: Interviewer: 'What do you think about global warming?' +Melania Trump: 'Hello... He's kind he's strong, he's a great... c…",386166 +-1,@FoxNews hey �� where is the global warming looks like weather,801134 +2,"From ocean conservation to tackling climate change, @richardbranson’s highlights of the Obama years… https://t.co/pHoh0idU9i",950362 +2,"RT @thinkprogress: Activists march to Trump hotel, urge president to ‘wake up’ to climate change https://t.co/3pDZxZ6YIT https://t.co/DiEdP…",154857 +1,"RT @MikeTQUB: Trump's looney policy is to slash Nasa's climate change budget in favour of moon missions +https://t.co/GUZw5I8F8p",791136 +1,RT @Resistance_net: RT if you think our planet can't afford to have a climate change denier leading the EPA#pollution #drilling…,88221 +1,RT @LisaBloom: We will be the only developed nation in the world led by a climate change denier. https://t.co/tR1DclGWEz,117106 +1,@jonathancoe not just a 'random stranger' - a clear-thinking young Brighton woman who schooled him on responsibility and climate change.,865205 +0,அமெரிக்காவிற்கு ஒரு மோடி ! இந்தியாவிற்கு ஒரு டிரம்ப் !! # climate change feelings https://t.co/X82aOLrv2y,708522 +2,RT @EnvDefenseFund: Obama administration outlines path for climate change resiliency. https://t.co/AA2CXerTIe,696708 +0,RT @baseballcrank: Can climate change be real if it's not in the Handmaid's Tale?,846034 +2,Rex Tillerson wastes no time: The State Department rewrote its climate change page https://t.co/bdZDlRXvTJ,838744 +0,@dump_truckin He claims climate change is a Chinese hoax.,804765 +-1,RT @tan123: 'just some points to bring in to question the militant orthodoxy of the current climate change universe' https://t.co/7EHFteZgrK,36041 +1,"I honestly don't know. I don't know if there's a solution for climate change, and it's a lot bit messed up that we ain't figured that out.",267364 +1,RT @jefurticella: The impact of climate change is real and grave. @joshhaner traveled the world to show the dangerous path we are on:…,891395 +1,RT @mitchellreports: .@BernieSanders says 'Secretary Clinton believes in science! The debate is over climate change is real' in contrast wi…,587176 +1,"RT @YEARSofLIVING: '[We will] continue to confront the existential threat of our time — devastating climate change,' @JerryBrownGov https:/…",403862 +1,Climate Smart Agriculture is an integrated approach to achieving food security in the face of #climate change.… https://t.co/kp16GAPtLU,762424 +1,"She cares about global warming, she cares abou the world we're living. She support the black community. She's afraid. #WeLoveYouMiley",120137 +1,"RT @NatGeoChannel: Watch #BeforeTheFlood right here, as @LeoDiCaprio travels the world to tackle climate change https://t.co/LkDehj3tNn htt…",794440 +0,RT @maybesea: if global warming isn't real then explain why club penguin is shutting down?,373861 +-1,"RT @TrumpSuperPAC: #TRUMP wasn't fooled, but Obama & other world leaders were duped by manipulated global warming data! #G20Summit https://…",327489 +1,RT @SenSanders: We have a president-elect who doesn't believe in climate change. Millions of people are going to have to say: Mr. T…,504402 +1,RT @NYCMayor: The Paris accord was the biggest step forward on climate change that we’d taken in years. It’s unconscionable for @POTUS to a…,202482 +1,"Egregious #Trump orders media blackout at the #EPA, tells employees to 'cut climate change webpage' #censorship… https://t.co/XyfbRIyO8s",160929 +2,Republican sceptics call climate change hearing that massively backfires as expert witness calls - The Independent https://t.co/23kW95kMPD,357836 +2,Harvests in the US to suffer from climate change: Some of the most important crops risk… https://t.co/09bIQX1bVz,22153 +2,President Buhari to attend climate change conference in Morroco https://t.co/59ypo8phS7 https://t.co/VGuCA87H6d,437757 +1,"RT @Trump_ton: Oil companies : 'the scientists are all wrong about climate change' + +🌎: 'who says so?' + +Oil companies : 'our scientists'",185801 +1,@DazzerFury @jayjaycafe 'To be a woman as a children's champion with regard to climate change & its effects would be wonderful' - (Regina D),581064 +1,"Verafied: RT TheRickyDavila: Al Franken shutting down Rick Perry over climate change is everything & more. +https://t.co/x4U2iVgUom",512598 +1,RT @RepresentPledge: Sweden trolling Trump with this photo of deputy PM signing climate change bill surrounded by all-female staff. via…,618314 +-1,"RT @DBloom451: EPA chief Pruitt rightly points out carbon dioxide is not primary contributor to global warming... THE☀️SUN is. +https://t.co…",977109 +0,@MissMollyMoore Admit he's wrong about climate change? Be honest in general and stop trying to fleece the public?,758029 +1,@flamingboyant Easy to be flippant about ignoring everything we know about climate change in order to continue lini… https://t.co/v5LYcEbcxR,188813 +1,RT @BraddJaffy: 'You and your friends will die of old age and I'm going to die from climate change.' https://t.co/Yl2oSriNbs,919984 +2,Trump team memo on climate change alarms Energy Department staff https://t.co/8bGRD0P6yM via @Reuters,590272 +1,RT @BarbaraBoxer: Polluters & climate change deniers back in charge: Trump ignores health & safety by resurrecting #KeystoneXL & #DAPL http…,300401 +1,"@MotherJones @davidsirota anyone ask him about Exxon's knowledge of climate change in the 80's?And, subsequent disinformation campaign.",270766 +1,RT @jilevin: Is climate change a massive hoax or not? Which makes more sense? #green https://t.co/7TEqYEJr2t,504211 +-1,@Grant503 @haneyjonesr Even Arab newsmen mock BHO's global warming screed https://t.co/OWPxkqKrKp … This is hilarious.,832799 +0,@DailyMirrorr @lilmszoey @JimMahan1 @repjohnlewis @realDonaldTrump global warming in hell....hahahaha,546987 +0,"RT @tparsi: 'You're gonna die of old age, I'm gonna die of climate change' + +DNC staffer yells at Brazile for helping elect Trump +https://t.…",255521 +1,Please RT #iphone #ipad #mac After Ice is a new app that uses AR to simulate the effects of climate change.. https://t.co/sFmHqCKl32,432695 +1,"RT @jswatz: Alaska towns, battered by climate change with few options. Great on-the-ground reporting by @egoode and @joshhaner https://t.co…",715291 +1,RT @lifeaseva: Taking shorter showers and buying reusable bottles won't stop global warming. It's the main result of our agriculture demand…,621588 +1,Told you the military recognized how important climate change is. https://t.co/w57nbFalaq,76681 +1,"RT @350: TONIGHT, 8:30 Eastern: Hear how young people (@youthvgov) are taking the US government to court over climate change: https://t.co/…",180483 +-1,@realDonaldTrump Don't tread on climate change. It has always been a hoax. The reason why this stupidity came into… https://t.co/YjJIw7JWO9,69167 +2,Trump planning to withdraw US from climate change deal – Source #AfyaHouseProbe https://t.co/VReIsPq0KH–-Source/4534.html,402346 +1,"Research - to examine a lifestyle contributing in climate change @PakUSAlumni @PUANConference #ClimateCounts +#COP22 Ideas Lab",177380 +1,"RT @Alex_Verbeek: 🇺🇸 + +#prayfortheplanet + +EPA head #ScottPruitt denies that carbon dioxide causes global warming… ",893083 +2,RT @FatherFletch: The House Science Committee claims scientists faked climate change data—here's what you should know https://t.co/dEvbW2lJ…,931725 +1,RT @OCTorg: Fed court has ruled rights of @octorg youth threatened by climate change. Help them proceed to trial!…,295971 +2,New EPA chief's office deluged with angry callers after he questions climate change… https://t.co/0s5jAVziIE science,191818 +1,RT @NFUtweets: Renewable energy is a great opportunity for British farmers to tackle climate change #COP22 https://t.co/2rB4OOGq3c https://…,654160 +1,Look at the climate change data on NASAs website! @realDonaldTrump 19,237448 +-1,RT @Stevenwhirsch99: Obama can take a 747 plane to rally for Hillary and then ask us (tax-payers) to support 'climate change'. Hypocrite mu…,333361 +1,RT @mattyglesias: The lead-addled generation that bequeathed to us the modern GOP’s stance on climate change will not be remembered k…,238822 +2,RT @guardian: 19 House Republicans call on their party to do something about climate change | Dana Nuccitelli https://t.co/mXK6NoSDDH,783871 +1,@TTrogdon @aravosis Fucking climate change people! Get on board and let's save ourselves and our kids for chrissakes.,16610 +1,Trump’s budget envisions a US government that barely deals with climate change at all https://t.co/bedFYFu66L https://t.co/w42EiOM26d,291548 +0,"blajar itu pake buku, buku itu dari kertas, kertas dari kayu. mari kita dukung anti global warming dengan tidak blajar menggunakan buku.hehe",90090 +1,RT @AchalaC: 'Real economy is moving faster than political economy on climate change' IIED's @andynortondev has joined launch of the missio…,229872 +1,We have to collaborate and learn from awesome renewable projects like these to tackle climate change: https://t.co/DSujD7kkWL 🌍 ⚡️ 🙌,695539 +1,"From college affordability to climate change, 'Hillary Clinton’s values are Millennial values.' https://t.co/snFPOoDIN4",433124 +0,RT @sahouraxo: Anything else you'd like to accuse Putin of? Perhaps global warming? Or maybe a yet-to-be-discovered invasion of Ea…,624823 +2,RT @dwnews: How Mongolia's nomads are adapting to climate change https://t.co/ZVL3d6cbBR https://t.co/uLOKi7e3NB,274349 +1,"RT @WFP: Poverty, climate change & Boko Haram led to #food insecurity in NE Nigeria����. Read how WFP's helping→…",212217 +-1,@spdustin @AstroPeggy @POTUS @Space_Station Why is against science to dispute a theory like global warming but reli… https://t.co/po57YMxiZn,776445 +2,RT @SEIclimate: Can insurance help Southeast #Asia’s farmers cope with #climate change? https://t.co/nXdDg0md66 @MichaelJBoyland https://t.…,157628 +2,Arctic ice melt could trigger uncontrollable climate change at global level https://t.co/Ho9coJRWFu,106465 +-1,RT @PrisonPlanet: A bunch of Oxford elitists want to tax the food of poor people because 'climate change'. How about fuck off instead? http…,226417 +2,RT @likeagirlinc: Report: Trump dissolves climate change advisory panel https://t.co/u2vXnkqV0E,101058 +2,"RT @Independent: Trump's 'insane' climate change policy will destroy more jobs than it creates, says global warming expert https://t.co/SwF…",744699 +-1,"Libs consider man-made climate change to be written in stone but gender is fluid +Conclusion? They're idiots +#ConfessYourUnpopularOpinion",892312 +0,"@Carmenkristy01 @MarkDickenson5 @JustinTrudeau What garbage ur saying. That's called climate change, paying what th… https://t.co/TzRAjdguTe",124695 +1,"Global warming is not the term to describe out earth right now. Its climate change. Cold becomes hot, hot becomes cold.",828102 +1,"RT @NRDC: Sorry President-elect, climate change is not a Chinese hoax. #ActOnClimate https://t.co/WGpX51ooBB",170668 +1,RT @washingtonpost: Perspective: Irma and Harvey should kill any doubt that climate change is real https://t.co/sxsv3fhFY9,453409 +-1,"@drjillstein Honey, you said that Istanbul was climate change, no one can take you seriously.",424355 +2,Trump to sweep away Obama climate change policies - BBC News https://t.co/TZHM857eND https://t.co/nglQwKUnJc,121580 +1,"RT @edXOnline: In public discussions, #climate change is a highly controversial topic. Learn how to address the myths with @UQ_News https:/…",316268 +2,RT @OurRevolution2: realDonaldTrump Overheated Arctic sign of climate change 'vicious circle' https://t.co/0BWvIKyHuB,882978 +0,I would like to thank everyone that contributed to climate change.,913383 +1,Conservatives elected Trump; now they own climate change | John Abraham: Anyone who voted for Trump shares the… https://t.co/L6WF0jgCwK,887329 +2,The 1st set of guidelines for companies reporting the business risk of climate change has been published https://t.co/Sv4KNT5rvy,124411 +1,RT @nytclimate: E.P.A. chief says CO2 is not a primary contributor to global warming. The scientific community says it is. https://t.co/xiR…,843631 +2,RT @goSpectral: VR makes people feel the impact of climate change through ‘Tree’ https://t.co/btYIvcZZ8a #VR #climatechange #tree https://t…,789942 +1,"RT @neighbour_s: While @POTUS Donald Trump dismisses climate change as a 'hoax', Pentagon veterans warn of its impact on global secu…",183050 +2,RT @grist: .@LeoDiCaprio’s new climate change film is now streaming https://t.co/fyeAxAr54C #BeforeTheFlood https://t.co/UYRZXfVWn2,854752 +2,"It's already happening: Hundreds of animals, plants extinct due to climate change https://t.co/85pfhhUXA2 https://t.co/S0sQevkUWa",60711 +-1,"RT @C4Constitution: @AmyMek +@stephenkbannon So glad for your common sense & position to MAGA! +And yes, climate change agenda is a big $$$m…",677311 +2,"RT @Bentler: https://t.co/ejY7DoCfTt +Humans on the verge of causing Earth’s fastest climate change in 50m years +#climate…",91664 +1,"RT @calvert_barbara: So can we all agree that climate change is REAL and start putting our minds, resources, and efforts together to do som…",667788 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,443035 +2,On the climate change frontline: the disappearing fishing villages of Bangladesh #GlobalWarning https://t.co/wV9XKrpvH6,270510 +-1,"RT @realDonaldTrump: It's freezing outside, where the hell is 'global warming'??",467991 +1,for Christmas I asked mum and Dad to go meat free one day every week to help climate change and they said yes ❤️✨❤️✨❤️,3155 +0,"people shipping raulson is gonna make holland leave Sarah, hamish abandon Lily, global warming will rise, everyone will get acne, crops die",539213 +0,RT @CivilJustUs: How do they expect us to care about global warming with all this penguin on penguin crime?? https://t.co/HypysWHvVV,570495 +-1,"RT @PolitixGal: Over past decade, global temps hv not increased; global warming has ceased & signs of future deep temp drop. https://t.co/L…",849994 +1,"RT @BehzadDabu: Your new president doesn't believe in global warming. +Your new Vice President believes you can electro-shock the 'gay' out…",161732 +2,"RT @ScienceInsider: Analysis | Why the research into climate change in Africa is biased, and why it matters https://t.co/AVTV9OhUbW",218632 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,799252 +2,"Sanders, Perry spar over climate change https://t.co/A0mDoAnA8j https://t.co/KURRfFgF2P",343755 +1,RT @joshgad: The mourning stage is over. Now we fight. Putting a climate change denier as head of EPA is an act of war on our kids. #StandUp,88476 +2,EPA chief: Carbon dioxide not 'primary contributor' to climate change @CNNPolitics https://t.co/i9E7LKYswB,186608 +1,Conserve water to tide over climate change challenges: FAO https://t.co/2h0gs9puxk https://t.co/r4Zwc2MQwt,795834 +2,Pakistan ratifies Paris Agreement to fight global warming https://t.co/xup8mVafdy,705961 +0,"RT @shitshowdotinfo: here's the ceo of GE, a company that gives money to jim inhofe - a senator who believes global warming is a hoax https…",368157 +2,Scott Pruitt says CO2 isn't a pollutant. What next on US climate change policy? https://t.co/TsIwiDQuFC https://t.co/fXgfuFDBrb,931097 +0,"@ChemicalEyeGuy it’s a bigger deal than climate change, because eventually, maybe, we can fix that.",919061 +2,"RT @JKuylenstierna: World leaders should ignore Trump on climate change, says Michael Bloomberg https://t.co/uMj24e15aF @SEIclimate @mlaz_s…",569591 +2,RT @SailForScience: Al Gore on why climate change is a national security threat https://t.co/ZQr7nUWsIT via @cbsnews #climatechange,164998 +1,RT @tveitdal: World's fishing fleet to catch 25 billion fewer fish a year by 2100 unless more is done to stop climate change…,871244 +1,An excellent lecture at the Royal Society about the difference between climate change deniers (of which there are … https://t.co/oTOsws2yXb,409225 +1,RT @alexwagner: Americans facing the most catastrophic effects of climate change are Trump voters in deep red states. My story here: https:…,476490 +2,Trump's 'control-alt-delete' on climate change policy - BBC News https://t.co/rJbCsLMe85,779885 +2,RT @NYTScience: They don't care about Trump. They're determined to continue their policies and plans to address climate change. https://t.c…,625142 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,687255 +1,"@joerogan just listened to Dan Peña. Dude makes his $$ going to bed w/ oil companies, but doesnt believe in climate change.. no coincidence?",259978 +-1,@NASA Do you have any actual evidence of a moon landing or global warming? The moon is just a stupid rock that influences tides. #science,303923 +1,"RT @Mogaza: The world's poor live off of agriculture. 'The biggest threat to agriculture is climate change,' @tsheringtobgay… ",727471 +2,"RT @Newsweek: House Republicans buck Trump, call for climate change solutions https://t.co/5c4DoLTT0C https://t.co/rOkbK5pB1M",605489 +-1,"RT @Dehneh1: Shocking! Not really.... + +World leaders duped by manipulated global warming data https://t.co/Q85ycL1NM0 via @MailOnline",966890 +1,"RT @reveldor85: Murdoch, too, has no time for global warming. Dickheads like he and Turnbull think it is somebody's joke. 2017 already exce…",251885 +1,97% of scientists agree humans are causing climate change. Climate denier 'Scott Pruitt'does not.. What is he doing running the EPA?,658108 +1,2. @realDonaldTrump didn't believe in facts & in global warming which he could see with his own 2 white/orange eyes if he'd have wanted too!,948278 +1,"RT @SnowSox184: Where there is weak governance, climate change is ”acting as an accelerant of instability or as a threat multiplier…",295986 +0,#trump More powerful icebreakers needed in Baltic Sea despite global warming https://t.co/5uwagCwZt7 #treason https://t.co/OVbCfU6jWQ,37652 +2,"RT @HawaiiNewsNow: As climate change takes shape, fears over its threat to cultural resources grow https://t.co/TiiGlAp7Fh #HNN",121151 +1,RT @snoflakepersist: Mike Pence gets buried for pretending he can’t understand the importance of climate change https://t.co/uFsoRsfYuD via…,769442 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,170593 +2,RT @DispatchAlerts: Faith leaders reframe climate change as moral issue: https://t.co/qna8o0hHE4 https://t.co/jxiPFnXdVz,727087 +1,RT @JayElHarris: Theyz talkin mass famine by 2050 as result of climate change n u niggas wanna sit around debating traditional family struc…,418341 +1,RT @mcnees: Let that sink in. A climate change denier primarily funded by the oil &a gas industry is arguing that @aaas is not…,668337 +0,Jonathan Pershing US envoy on climate change 'we need to show that change won't be so drastic in terms of what you… https://t.co/eaCJnx3qn8,201345 +1,RT @KevinBCook: Good pts but all need to see ClimateSci as Hard&Fluid: Bret Stephens NYT column is classic climate change denialism: https:…,335928 +2,@barbs73 Radical energy shift needed to meet 1.5C global warming target: IEA https://t.co/Z2xLWdaJA1 via @Reuters,363222 +0,"See also: public ed/higher ed funding, climate change, wage suppression, social safety net, public infrastructure, affordable housing…",780629 +1,"Humans are causing climate change. +No highly-polluting country (USA) can op out. +Everyone must engage to reduce CO2… https://t.co/ODNfaH5jiW",3271 +0,"RT @ULTRAVlOLENCE: Interviewer: 'What do you think about global warming?' +Melania Trump: 'Hello... He's kind he's strong, he's a great... c…",636913 +0,RT @GrimoireGuilds: It's raining swords! Effect of global warming? #screenshotsaturday #gamedev #indiegame https://t.co/SwuRifffhv,299806 +1,"Thank you .@realDonaldTrump for single payer healthcare, $15 min wage, equal pay for women, & Leadership on mitigating climate change. #NOT",317094 +1,@lisamisabby i know. but apparently global warming is a myth and scientists don't know what they're talking about so guess we gon' die,633190 +-1,RT @AngryAmerican97: Where is your Science now! So much money spent on global warming...so many resources wasted! https://t.co/O0jgGON3xV,279761 +1,Will we miss our last chance to save the world from global warming? https://t.co/iy5qvkXm8V,288348 +2,"RT @EcoInternet3: On #climate change, Scott Pruitt contradicts the EPA's own website: Washington Post https://t.co/Dz9n1qdfR1 #environment",666349 +-1,RT @realDonaldTrump: The global warming we should be worried about is the global warming caused by NUCLEAR WEAPONS in the hands of crazy or…,899796 +1,RT @CNN: No snow where there should be. Bleached anemones. Cracks in the ice. This is what climate change looks like:…,333112 +2,RT @climatechangetp: Plants appear to be trying to rescue us from climate change https://t.co/LWJyxCO4pz via @wef https://t.co/BeW7U6bv8g,864803 +1,RT @elronxenu: It's not okay to destroy the planet because 'a majority of people aren't on board with climate change' #QandA,485331 +0,@bgardnerfanclub Spring may start earlier because of global warming. :/,236984 +-1,"Can't wait for @LeoDiCaprio to say the real danger is climate change, #londonbridge #MAGA",139475 +2,RT @thinkprogress: Trump's EPA pick recently called climate change a 'religious belief' https://t.co/JOeH6LmJJ7,616723 +0,RT @FightingTories: Listen to Malcolm Turnbull on the politics of climate change https://t.co/QB5MGslNa3 https://t.co/tcIlPDPrFf,683043 +2,Frydenberg: Trump causes 'great uncertainty' at climate change conference https://t.co/Kyyl4Dn8H8 via @ABCNews,616081 +1,And we just elected a president who believes that global warming is just a hoax created by China for their own pers… https://t.co/G09QbjhGEJ,438159 +0,China work on climate change you have a epidemic in your hands I'll be transferring some paperwork.,421755 +1,RT @deedeesSay: This from the asshole who rejects facts on climate change!!!! https://t.co/DD7MBS67P1,753590 +2,RT @broadly: This teen was inspired to stop climate change when her family farm was lost to floods https://t.co/GYqoyBeiih https://t.co/xim…,198951 +2,RT @webertom1: Octopus in Miami parking garage is climate change’s canary in the coal mine https://t.co/2sLWVHPI7M,157378 +2,RT @Tryon4Congress: Covington: Tryon cares about climate change https://t.co/2Z9cVvpsQV via @heraldextra,572267 +0,imagine caring about global warming when you will be dead in 50 years,869011 +1,@HuffingtonPost Denying drug use exists among welfare recipients is as crazy as a republican denying climate change.,991845 +0,"RT @EricBoehlert: i'm glad you asked... + +'e-mail' mentions on cable news since Fri: 2,322 +'climate change' mentions on cable since Fr…",587004 +1,RT @UN: .@UN_Women explains how climate change uniquely impacts women & girls around the world https://t.co/omNx0G9rWO…,143353 +0,RT @OzilSmile: We should send Ramsey to the North Pole. He'll slow down the global warming,697031 +2,RT @PolitiFact: EPA head @EPAScottPruitt says carbon dioxide is not 'primary contributor' to global warming. https://t.co/KaCELuG588 https:…,804141 +1,"RT @LastWeekTonight: If you don’t believe man-made global warming is a a silly issue, give to the Natural Resources Defense Council (https:…",904708 +1,"If coffee, chocolate, and wine aren't good enough reasons to try to stop climate change... #priorities https://t.co/Dz7KePn25P",629029 +1,".... but climate change isn't real, right? https://t.co/3gBGcRpZld",124093 +0,"Pretty sure Mayor Stothert is praying for enough global warming that it never snows in Omaha again, because every time it snows city shuts",125343 +-1,@brhodes Man made climate change is a hoax,383672 +0,"RT @ClarenceHouse: This week's edition of @First_News, a newspaper for young people, features an interview with HRH on climate change:… ",229933 +2,"RT @climatechangetp: Indigenous rights are key to preserving forests, climate change study finds | Environment https://t.co/dz1SGYtgVr via…",786635 +1,"I hate human beings so much why haven't we all just died of natural causes yet smh... @ global warming, speed it up a bit, will ya?",432533 +0,"RT @NoHoesGeorge: If global warming isn't real, then why did Club Penguin get shut down?",477349 +1,"RT @J_Shwahh: Yo know maybe this whole global warming thing isn't so bad + +if you ignore the rising sea levels and dying vegetation and stuf…",412449 +1,RT @BethLynch2020: Let me guess...it's the same reason Democrats don't really give a shit about climate change. https://t.co/Me5mWngwjm,547177 +0,US has announced it will withdraw from the Paris climate accord. Over 33 thousand WikiLeaks docs on climate change: https://t.co/2YwRTgWeRB,357695 +0,@sweden Is a tough climate change policy an election winning strategy?,632498 +2,Geosciences Column Africas vulnerability to climate change #Geography https://t.co/N4GFuManCp https://t.co/vgkSAVTUra,440164 +2,RT @thehill: Science committee chair calls NYT story on climate change 'fake news' https://t.co/j49eiKoDC4 https://t.co/in7UF2hnWq,664973 +1,"RT @SwannyQLD: Abbott bulldozes Turnbull further towards the Trumpification of the Liberals on climate change, multiculturalism & unfair ta…",111720 +1,"@AuroraBlogspot @JohnnyQubit @StefanMolyneux it's a shame, I enjoy his content for the most part but denying climate change is ridiculous.",213103 +1,"Inaction on climate change now is - I don't think this is too strong - a crime against humanity +https://t.co/2sLrQxl27b",233252 +1,RT @joys_manor: anyone who doesn't believe or care about climate change should honestly just die please die,493498 +1,"This .@earthhour , switch off the lights and join the Earth Hour walk to change climate change, on Saturday 25th Ma… https://t.co/iQF67N2LJf",552187 +1,RT @GreenpeaceUK: Donald Trump bans officials from tweeting on climate change - but one national park spoke out anyway! 💪https://t.co/io33e…,356793 +1,RT @KirstiJylhae: I was interviewed @SRSisuradio about fake news and psychology of climate change denial (in Finnish) #Ilmasto…,87616 +1,"RT @MikeBloomberg: Women are leading the fight against climate change, making our cities smarter, stronger, more innovative and more e…",161057 +1,@frontlinepbs @JohnMorganESQ @AndrewGillum besides climate change biggest issue facing our state,256425 +1,RT @Rottoturbine: You cannot “be serious about acting on climate change without dealing with emissions from the energy sector' https://t.co…,597483 +1,@c0nc0rdance This is why climate change denial among the GOP irks me. A lot are the outdoorsy type and want their kids to enjoy the outdoors,119208 +2,"RT @RealMuckmaker: On climate change, Scott Pruitt follows the lead of Vladimir Putin https://t.co/zaTRtUnqca",244729 +0,RT @1followernodad: I want to get so drunk tonight that I forget about climate change,139570 +1,"RT @thinkprogress: EPA head falsely claims carbon emissions aren’t the cause of global warming +https://t.co/owbqKlSyMx https://t.co/RKRa0WB…",200373 +0,RT @benitacanova: #TrumpRiot DNC staffer to Brazile 'I’m going to die from climate change which is going to cut 40 years off my life expect…,174073 +2,RT @PamelaGeller: Trump Energy Department tells staff not to use phrase ‘climate change’ https://t.co/XWlDhzzxhX https://t.co/tuHTtDDrzH,9118 +1,Now we have a white house that dosen't believe in climate change https://t.co/EhTMw2ox6K,985210 +1,RT @ClimateChangRR: How I learned to stop worrying and deal with climate change https://t.co/ciRbizNLa1 https://t.co/qiwjoJWsQC,744673 +2,"RT @nytimes: As global warming melts sea ice across the Arctic, shipping routes once thought impossible may open up by midcentur…",518660 +2,RT @nowthisnews: Tesla’s electric semi trucks could help fight climate change https://t.co/5AlukDyKfI,726874 +0,@NHanKInsen Its 20 degrees here and global warming is not even on my list of things to be concerned about.,256498 +1,"@bottomoftheline climate change in the us, and any place south it's spring/summer, like Australia",905622 +0,RT @phil_di_grange: @SenatorMRoberts no offence but you spent 8 years studying 'global warming fraud' and never modeled closing of power pl…,996244 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,557188 +1,"RT @AdamSchiffCA: Today, I march for science. Facts matter -- the earth is round, and climate change is real. Hope you'll join this f…",266966 +1,RT @brhodes: American business has to inhabit the real world where climate change is real and clean energy is the future https://t.co/XPWBQ…,663090 +1,RT @FinnSkata: New T from https://t.co/3sUDKWGZKI! Part proceeds to kids in an indigenous community suffering from climate change! https://…,714464 +2,RT @voxdotcom: Here’s what optimistic liberals get wrong about Trump and climate change https://t.co/2qlf9jwfaC,928127 +1,"@UN @IFADnews @theGEF + +I guess +climate change is the biggest problem +against world with no doubt. +Let's.. sing for earth.",799261 +1,RT @ReinaDeAfrica_: When you know this unusually warm weather in October is due to global warming and climate change but you still kind…,45672 +0,@RamblinManNC @CNN he refuses to accept anyform of natural climate change.,575923 +1,The left and right agree: Fox News destroyed EPA chief Scott Pruitt over climate change https://t.co/kW360rKHP0,187987 +2,"In rare move, China criticizes Trump plan to exit climate change pact https://t.co/pYF5Y4aWuh via @Reuters",852762 +2,RT @jen_george1: David Hempleman-Adams urges climate change action after Arctic voyage https://t.co/c77yIduaXN,858770 +1,RT @SenSanders: If we don't address climate change there'll be more conflict over limited resources. We must listen to scientists not fossi…,415106 +1,"RT @PeterGleick: A massive 'you're wrong' to #Trump on #climate change, from #Google, #Apple, #Microsoft, and #Amazon, collectively…",42632 +1,"RT @Jake_Vig: When the world's biggest OIL company tells you to abide by existing climate change agreements, maybe it's time to stop being…",168918 +0,"RT @SUEtheTrex: When it's 70 degrees in February in Chicago, and you allow yourself to forget about climate change for a hot second… ",901505 +1,"RT @DeAngelbutt: Bernie is out there doing god's work every day for climate change attackin Pruitt, stayin woke, he's fuckin ready to fight…",520485 +1,RT @RogueNASA: It is possible to create jobs while reversing the effects climate change. This administration just doesn't want to. https://…,137214 +0,@Buzz509 @IowaClimate 1 winter is not climate change. It's not even a trend. Science much?,519743 +2,@7brown30_06 Congress: Obama admin fired top scientist to advance climate change plans | https://t.co/JgrjQZQx4F https://t.co/jjKQpb75d4,939153 +2,RT @ECIU_UK: More than 700 species facing extinction are being hit by climate change https://t.co/A4FoTmwJTA by @montaukian,515116 +0,Pretty soon cars are gonna complain like bitches to one another....'omg my owner used reg unleaded' 'global warming is real' ....get a bike.,250474 +0,RT @GlobalPlantGPC: .@sciam article discusses gene catalogues that aim to select crops that can survive climate change…,356654 +1,RT @antoniodelotero: America voted for the man who said climate change was a hoax perpetuated by the Chinese... really America? #ElectionNi…,67114 +1,RT @davidsirota: False equivalence is a newspaper hiring a climate change denier in the name of manufacturing an artificial image of…,44212 +1,"RT @SueMinterVT: On the climate change, education & standing up for middle class families, @BernieSanders explains why we need…",160130 +1,RT @theecoheroes: Snow-free images of Arctic polar bears show the harsh reality of climate change #environment #Arctic #climatechange…,78227 +2,"RT @ClimateCentral: In the race to curb climate change, cities are outpacing nations https://t.co/mtnZY0y0c0 https://t.co/m4i1lAiwei",114749 +2,CalPERS plans 17 climate change proxy efforts this year https://t.co/KDtUOpXFcI,711992 +0,"RT @grassyknoll_: Grassyknoll - Anti-Trump actor fights global warming, but won’t give up 14 homes and private jet https://t.co/tpd9xJHRtL",279533 +1,We must reject notion there’s a choice b/t protecting our planet and our economy. We can combat climate change and create good-paying jobs.,664078 +1,RT @swingingstorm: And now on top of that global warming has hit the point where it is actively dangerous for Iranians to be anywhere but i…,688843 +1,"RT @RichardMunang: Given that humanitarian crises like droughts are reinforced by climate change, solutions will need to be anchored within…",565631 +1,"RT @SaintxDick: Just look at what climate change is doing to our children, @MaxineVVaters DO SOMETHING #INPeach https://t.co/at4phsKGTa",588506 +1,"A necessary tool in the long term economic growth, climate change and well-being of citizens #SmartCities https://t.co/ForARwEzYW #IoT",795723 +1,Why scare tactics won't stop climate change https://t.co/BuaYTvJ0LC #EdTech,5632 +1,RT @leyumtohmas: wow....it's almost like...climate change is happening everywhere... https://t.co/CChvRchwLC,321356 +-1,"RT @realDonaldTrump: It's freezing outside, where the hell is 'global warming'??",999013 +0,Wish everyone in the Dakotas could hear truth on climate change from @NaomiOreskes @SDSU Brookings SD - April 4 7 pm https://t.co/dBpoav1YF4,949071 +1,RT @TEDTalks: How to talk about climate change with skeptics: https://t.co/4ZXo0Qce0D,998150 +1,RT @climatehawk1: These before-and-after images show startling effects of #climate change | @HuffingtonPost https://t.co/x33tImIltq…,213084 +0,Energy Sec Rick Perry when asked on @CNBC if CO2 was the primary driver of climate change; 'No. Our ocean waters are.' Interesting answer,958176 +1,RT @elle_stephenson: Great plenary talk on the effect of climate change on human and animal health by @jonathanpatz #oheh2016…,38420 +1,RT @jilevin: Trump’s election marks the end of any serious hope of limiting climate change to 2 degrees https://t.co/1hgEfWhO8j https://t.c…,473046 +0,"Older article explaining Russian oil thirst for Arctic. How climate change plays a role. Eliminating Middle East. + + https://t.co/M41MvsggYD",808284 +1,RT @WRIGovernance: .@tomastuits from @CultEcologica on updating #opengov laws to better address the challenges of a warming planet.…,974739 +1,How is tackling the problems of climate change like tackling the problems of child literacy?And how to do it better? https://t.co/p6rEoOLvhf,547041 +1,"RT @acampbell68: They have voted a man in who believes that global warming is a hoax created by China, just think about that for a fucking…",827648 +-1,@Altavistagoogle @bmyska global warming my ass ..North America & Europe in a deep freeze ..Please give us some global warming !!,677687 +1,"@MotoKenzo must be right about climate change,the rest of the world must be wrong!now his response with a link to a internet climate denier",671860 +2,EPA chief Scott Pruitt says carbon dioxide is not a primary contributor to global warming https://t.co/MuVJjMegBd,695004 +2,A Scottish space firm's new tool helps tackle climate change https://t.co/27TlNxYfTA,612917 +1,RT @SAISAfrica: Flood-ridden Nigeria farmers need more help adapting to climate change: https://t.co/awOl7vTxm5 (@irinnews),713510 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,390418 +2,A UC Berkeley researcher warned that fewer trees left behind by wildfires will accelerate climate change: https://t.co/IU4qy1WqqP,242840 +1,"In other non-crazy news. This is what global warming looks like, unstable weather. Unpredictable weather. Extreme w… https://t.co/5ti1Vd2p8b",461635 +1,global warming is REAL,60037 +1,"RT @NatGeoChannel: Watch #BeforeTheFlood right here, as @LeoDiCaprio travels the world to tackle climate change https://t.co/LkDehj3tNn htt…",920408 +1,The stakes today... climate change doesn't get talked about enough https://t.co/J8S4D3LgAF,563449 +1,"RT @kitharingstons: - women's rights +- lgbt rights +- planned parenthood +- black lives matter +- climate change +- education +- disabled p… ",222989 +2,Record-breaking climate change pushes world into ‘uncharted territory’ https://t.co/ZdLvKtfbpw,880213 +1,RT @eiratansey: Prepping for my talk at #pasignyc and thinking about how #NoDAPL is not just about climate change or water but abou…,292847 +0,magnus bane is problematic for having magic and not stopping global warming,919148 +1,Beautiful NY eve. Walked dogs in field. 25 ticks. So wrong. #TheFirstEpidemic in the age of climate change is #LymeDisease. #StopThem!,798237 +1,"RT @GavinNewsom: A new report shows the average temp in US has risen rapidly since 1980. + +The time to act on climate change is now. https:…",640658 +2,Extreme weather increasingly linked to global warming https://t.co/I9x51GIY3i,704061 +0,RT @mitchellvii: Americans are even less worried about Russia than climate change.,10763 +1,"RT @edsteinink: An old cartoon of mine, but just as relevant today, as climate change denier Scott Pruitt works to subvert the core…",712563 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,219943 +1,It's time to implement paris agreement on climate change and move ahead further to save earth and its creatures. https://t.co/aWNVhWpVpq,45833 +0,"RT @Peston: Matt sums up Trump on climate change best, of course https://t.co/UNsAWLB83h",143999 +2,"RT @EW: .@OfficialJLD endorses Hillary Clinton, slams Donald Trump over climate change: https://t.co/aOmrlTSglj https://t.co/lWsT8ZP2ty",417291 +1,Record-breaking climate change pushes world into ‘uncharted territory’. 15mm sea level rise in 15 months. https://t.co/qIrTiLsVVL,808703 +0,RT @ClimateSignals: Untangle the complicated connections between climate change and the soon-to-be #LarsenC iceberg here:…,422472 +0,"RT @Pratyush0012: Dear Icebergs, + +Sorry to hear about the global warming . +Karma's bitch + +Sincerely +The Titanic",167607 +1,RT @Fusion: America is about to become the only country in the world with a leader who doesn’t think global warming is real.…,88947 +-1,"RT @SteveSGoddard: Forty years ago, the @nytimes blamed African drought and famine on global cooling. Now they blame global warming.… ",977942 +2,RT @BBCBreaking: President Donald Trump signs executive order rolling back Obama-era rules aimed at tackling global warming https://t.co/dp…,708600 +1,"RT @CECHR_UoD: Best way to restore environments in the face of climate change? +https://t.co/2y0n0rhUZe +Natural sources of resilien…",870388 +1,"This deplorable minion hates #marriage equality, climate change action, refugees & Indigenous constitutional recogn… https://t.co/1SJFjE2BT1",647944 +1,"You have the power to help stop climate change. 9 things you can do in your daily life: +https://t.co/M5TbDD7Jv4 https://t.co/Qj6tjCDzxj",271770 +1,I haven't felt weather like this in this hemisphere before. Thanks climate change :/,511274 +1,"RT @PerePonsFerran: Yes, and its implications for fire-prone areas under climate change! @RogerPuigGirons @PLOSONE @lluisbrotons @UdGRecerca",628197 +2,RT @Newsweek: Another climate change bomb drops as Interior Secretary Zinke signs Alaskan drilling order https://t.co/fi18KjyP7w https://t.…,859871 +0,"RT @jedrlee: Hey girl, are you climate change? +Because I'm going to ignore you until you fuck me.",86409 +1,"RT @rhysam: So grandad, what did the politicians do when climate change began being irreversible? +Well, they passed a piece of coal around…",477615 +-1,"RT @MiddleUSA: If lefties weren't always melting down, how might that effect global warming? Would they be better at the equator o…",145985 +1,"RT @rhsearthscience: a great read on climate change from my friend and former professor, Curt Stager +Tales of a Warmer Planet https://t.co/…",839530 +0,RT @WorldfNature: Leonardo DiCaprio's climate change documentary is free for a week - Mashable https://t.co/IhojVY4avK,791924 +0,RT @BanDeathCults: @James72184 @geertwilderspvv Science today has highly advanced instruments to study phenomena like climate change.…,302984 +1,"Next EPA chief does not believe in climate change, aligned with coal industry https://t.co/RrhAAcdD8c (cmts https://t.co/OtjATkqacO)",515661 +0,People never notice climate change.,557316 +1,RT @aurorizzle: some people really out here believing in zodiac shit but not global warming,811602 +1,RT @YEARSofLIVING: “Come work for California. Fight climate change.” CA wants to hire EPA staffers who are sick of Trump https://t.co/gHx4C…,517671 +1,RT @350: Scientists just published an entire study refuting all of Scott Pruitt's statements about climate change.…,885508 +1,RT @chegossett: Thinking about climate change and how Trump admin will accelerate the pluralized global apocalypse of the Capitalocene & Pl…,238028 +2,RT @MotherJones: Cable news spent less than an hour covering climate change in 2016 https://t.co/47BO4go9j2,436755 +1,The most damaging part of Trump’s climate change order is the message it sends https://t.co/sSltUfm5TI via @voxdotcom,696488 +-1,@magslol global warming is a Chinese hoax,767039 +1,RT @AllieMarieEvans: If you don't believe in global warming then please feel free to move to mars.,496018 +0,He is writing a song about the dangers of global warming eventually,731050 +1,RT @FactsGuide: This photo by Kerstin Langenberger shows how polar bears are being affected by climate change. https://t.co/g6KXAdyLHd,64576 +-1,RT @realDonaldTrump: The concept of global warming was created by and for the Chinese in order to make U.S. manufacturing non-competitive.,799807 +2,RT @AnonIntelGroup: Teens suing U.S. over climate change ask for Exxon's 'Wayne Tracker' emails | #IntelGroup https://t.co/djSHAONMK6,465869 +2,RT @foxandfriends: Paris Agreement on climate change: VP Pence says Trump 'fighting for American jobs' (via #Hannity) https://t.co/eXiOLn6N…,11459 +1,"Morning has broken.... + +#EarthDay let's help protect mother earth from severe climate change... + +�������� https://t.co/2RjpAGGWxI",936255 +1,RT @Davos: How Scotland is pioneering a new way to fight climate change https://t.co/OtkhXt7KPJ https://t.co/sHoc1wjlEe,525633 +0,"RT @emigre80: ...healthcare AND Russia, climate change AND obstruction of justice, funding of social programs AND corruption in govt...",470086 +-1,"RT @AllNewsAlliance: The game is up for climate change believers +https://t.co/PwOrm8Lq4E #ClimateChange #GlobalWarming #Hoax",770549 +2,RT @TheScubaNewsCA: Researcher studies impact of climate change on poor https://t.co/pJm0WC3Lqy https://t.co/AXZ8t84YXz,785620 +1,RT @SenatorDurbin: Denying CO2 is the primary contributor to global warming is like denying gravity keeps our feet on the ground—it go…,332345 +1,"RT @Darthcoal: fam global warming is so real. + +Lagos is so hot rn",608398 +2,"RT @ToddEBear: Wave goodbye to global warming, GM and pesticides http://t.co/FCJ7S1TuTk via @Independent_ie",489626 +-1,"Dino Survey: by 10-1 margin, Americans think Al Gore is a FOS fraud selling climate change courses at his speeches. + https://t.co/rk5Y29d8d5",420367 +1,"RT @HahnAmerica: If it takes a major hurricane to get the GOP to react reasonably, then climate change must be God's answer to ignorance. J…",797185 +1,RT @HamKold: CDC cancels major climate change conference https://t.co/gf12PbeZ6m #alternativefacts #TheResistance,286132 +0,RT @ElvoKibet: #AgribusinessTalk254 So how will climate change impact Kenya and Kenyan agriculture?,407670 +2,Trump signs order undoing Obama climate change policies https://t.co/4W1eQzXv70,127878 +2,The House says the military should be thinking about climate change. https://t.co/rQwN9rfCEg via @grist,383292 +0,game idea: a point-and-click sim that simulates global warming,151079 +2,"RT @Reuters: In rare move, China criticizes Trump plan to exit climate change pact https://t.co/7XPVkzSogY https://t.co/3dslS1o92V",724243 +1,@westcountryRT discussing impact of climate change on fisheries migration & survival The sound of water https://t.co/H6JPp0GZqt via @YouTube,635153 +1,RT @SarahKSilverman: Ya those same experts r begging U 2 accept climate change u maniac. We're on fire & under water. Stop sucking off…,905757 +-1,RT @JunkScience: Gore Effect: It's snowing at the #PeoplesClimateMarch against global warming in Denver. https://t.co/QEzG5S8dOf,567356 +1,"RT @utkenvironment: Today! Come check out 'It's Hot on Rocky Top', a panel discussion about the local impacts of climate change!…",116018 +1,"RT @NikkiVogel1: Given global warming and the retreat of the icecaps, I feel like there's a horror novel in there somewhere.…",676856 +1,RT @cnni: 'One issue your great-great-great grandchildren will talk about in reference to the Trump years is climate change' https://t.co/7…,732154 +1,RT @PoncePal: It's November and it's 900 degrees outside. How do idiots still not believe in global warming?,469645 +2,RT @TheDailyShow: President Trump signs an executive order dismantling former President Obama’s efforts to combat climate change.…,754698 +1,You know what country is doing the most to combat global warming in 2017? China. The Communists know the stakes.,298692 +1,Denying climate change is dangerous. Join Team today:,821437 +1,"RT @PhilMurphyNJ: How can New Jersey retake the lead in the fight against climate change? Watch Phil's answer, from his town hall in…",751365 +2,"#weather Trump to undo Obama plan to curb global warming, EPA chief says – The Boston Globe https://t.co/qlhGB1FKa4 #forecast",453845 +1,"RT @jessokfine: This Is Not Normal. +Help stop climate change: https://t.co/J7nNawuAPk +Support sexual education:…",659637 +1,RT @reeedss: i truly can't fathom how people still believe global warming doesn't exist https://t.co/0Y6EF0yPZm,631668 +1,"I used to look the other way at climate change issues, till I had to pay attention. It's real and saddening. We are killing everything.",409811 +1,"@KamalaHarris Start with a Pareto of biggest contributors to climate change:(1) China, (2) Hollywood Trains, Plains, Automobiles, and Yachts",307036 +-1,RT @realDonaldTrump: The concept of global warming was created by and for the Chinese in order to make U.S. manufacturing non-competitive.,522638 +1,"RT @SenSanders: On virtually every major issue — raising the minimum wage, climate change, pay equity for women — we are the majority",708253 +2,RT @LPeckerman: Trump Saves Worst for Last in First Foreign Trip��with debates on climate change and free trade... https://t.co/miyeP3VH90,95045 +1,RT @kurteichenwald: China is now explaining the history of climate change science/politics 2 underscore to Trump they didnt do a hoax. God…,992516 +0,"@bryanrwalsh I'm interested in the relationship between the Internet & climate change, and I really enjoyed an article you wrote in Aug 2013",516957 +1,"RT @World_Wildlife: Irresponsible food production drives climate change, which drives more irresponsible food production. Time to break…",32989 +2,Testing how species respond to climate change - https://t.co/MDckl8ajLx https://t.co/gq9wqWVuTF,985039 +1,"RT @debbiedoo131: #ImVoting4JillBecause I will not vote for more war, more climate change and more subjugation to corporations. Vote…",387389 +2,RT @CNN: President Trump's rollback of environmental protections leaves China poised to lead fight against climate change…,72131 +2,RT @ladailynews: Report: California needs to address housing crisis to meet long-term climate change goals https://t.co/74H5Oj8K5j https://…,108076 +1,RT @anylaurie16: So @realDonaldTrump's plan is to fight global warming with a nuclear winter?,125788 +1,RT @AnonyPress: 2016 was the year that the United States elected a man who believes that global warming is a Chinese conspiracy,695442 +2,"Newcastle University expert calls for urban wastelands to be used in fight against climate change +https://t.co/70M6320GBk",726217 +-1,Bad news for climate change boondogglers: Washington Times: Predicting tomorrow's weather… https://t.co/yGDgDE8wnD,163229 +2,RT @climatehawk1: MIT professors denounce their colleague in letter to Trump for denying evidence of #climate change…,994966 +1,RT @SarahBaska: when ur at a party and u remember ur president doesn't believe in climate change https://t.co/N1m9PCfiEY,42291 +1,RT @Picswithastory: Stop global warming https://t.co/gTwpDaerLY,14738 +2,RT @intlspectator: UNITED STATES: Trump is consulting on how to withdraw the US from the Paris climate change deal,329742 +2,RT @TIME: Apple and Walmart stand by climate change policies despite President Trump’s executive order https://t.co/UnhJUUFB2u,537561 +1,RT @miyungYUMM: It's snowing...it was 75 degrees yesterday. But the Director of the EPA says climate change & global warming don't exist ��,467737 +1,MindsConsole: RT Uber_Pix: Here you can see who the victims of global warming are ... https://t.co/nzrcMvUXdd,34052 +2,"El Nino on a warming planet may have sparked the Zika epidemic, scientists report - The Washington Post +https://t.co/gGoEtJ2c2z",610545 +2,The House Science Committee claims scientists faked climate change data—here's what you should know… https://t.co/Xe1GNXEOYX,231292 +0,RT @JonathanToews: Do you believe in climate change? Whether you're super pumped that we are putting 'Americans… https://t.co/U4ix4jSkHl,800721 +1,"Side note, not a fan of the word 'believe' when talking about climate change. Makes it sound religious and therefore open to interpretation",75815 +1,RT @BernieSanders: 'The concept of global warming was created by and for the Chinese in order to make U.S. manufacturing non-competiti…,405758 +1,"RT @michikokakutani: 17-Year Cicadas Emerge 4 Years Early. Another horror-movie-like sign of global warming? +via @sciam https://t.co/Vqon…",590679 +1,RT @kathrynallenmd: Energy Department climate office bans use of phrase ‘climate change’ https://t.co/e1K9viFCkp indicating profound need f…,91294 +1,RT @laurenkubiak: 'An EPA admin claiming CO2 isn't primary cause of climate change is like a US surgeon gen saying smoking isn't primary ca…,340554 +2,"In rare move, China criticizes Trump plan to exit climate change pact + +China on Tuesday rejected a plan by Donald T https://t.co/HfDe1xpHqE",578245 +1,RT @GeoffreySupran: 'Big Oil must pay for climate change. Here is how to calculate how much'. Groundbreaking new science out today: https:/…,945673 +-1,"RT @MissLizzyNJ: The tristate area had a blizzard on April 12, 1875. Was that due to global warming as well? https://t.co/eHeW8RhFIm",703862 +1,"RT @AltNatParkSer: 'If the website goes dark, years of work we have done on climate change will disappear' says anonymous EPA staffer https…",878373 +0,è online la nuova versione de #ilfoglio si proprio quello il cui direttore dice che il global warming non esiste perchè a Cortina si scia.,122061 +1,"RT @1followernodad: parent: I'd do anything for my children! + +Scientist: here's how to stave off climate change so your children can stay o…",894267 +1,"@realDonaldTrump Ya big pussy, I bet you can't curb climate change emissions in the next 4 years. SAD!",780736 +0,RT @knoctua: 2. ปัญหานี้(กำลัง)จะเป็นปัญหาระดับโลก ฝรั่งจะกดดันเราเหมือนประมงiuu และ climate change เพราะว่าขยะกับปลาในทะเลมันโกอินเตอร์ได้…,819696 +2,"RT @CarlZichella: For the first time on record, human-caused climate change has rerouted an entire river - The Washington Post https://t.co…",426659 +1,"RT @theprospect: Hurricane Harvey was driven by climate change, but Trump won't see it that way writes @gurleygg https://t.co/1tsJl4RpXh",458103 +-1,"Drag, drop, @Sway. Look what I just made! | 'global warming' | https://t.co/L1k5YHrQYG Thank you Rajni @manishachan23 @MeenakshiUberoi",606465 +2,RT @sciam: A discussion of climate change was notably absent from Trump's meeting with Chinese President Xi. (By @dbiello) https://t.co/4Fj…,378350 +0,"@BrandyLJensen Check out 'The Arrival', 1996 movie. Premise was aliens orchestrating climate change to wipe out humanity for them.",587635 +2,Ban voices 'hope' as leaders tackle climate change in Trump shadow https://t.co/dDwAKa46go https://t.co/Nsz5mjwWbe,678640 +0,my nut red peonies global warming lawngreen tea earth aaaaaaaaaaa,508505 +1,GBCSA: Net zero buildings are the unexpected heroes. For #WGBW2017 Fight climate change & stand with #OurHeroIsZer… https://t.co/gEHtL9LkS4,214870 +2,RT @EcoInternet3: Five African states to benefit from $1 billion AfDB #climate change kitty: Asoko Insight https://t.co/R878EzuFwU #environ…,930628 +0,"RT @IvoVegter: The giant iceberg calved off Larsen C is normal, and not due to climate change. Nice to see the BBC say so. +https://t.co/AD…",422459 +1,RT @Greenpeace: What if climate change is just a really big #AprilFools prank? https://t.co/RKcZo4nNtf https://t.co/pUtpm0Dp4f,692250 +1,Future climate change will affect plants and soil differently - EurekAlert (press release) https://t.co/eYip80EiNW,176955 +2,Bill Gates et al laun a clean-energy fund to fight climate change - solving #carbonfootprint #gapframeweek #planet https://t.co/u0VSwfknuD,711107 +1,"RT @D_MGWV_S: #climatechange #polar #Bears let's fight together for the global warming make the planet ready for our #kids +🕣🤔 +🐧🕊💖 https://…",977054 +1,"I know better than people who have actually studied climate change. Because, you know #MAGA. Also, WWE is real. #IAmAClimateChangeDenier",619853 +2,RT @PetraAu: Quitting UN climate change body could be Trump's quickest exit from Paris deal https://t.co/5Eo1zLoX4y,623542 +1,"RT @Cadoret: This is probably evidence of *climate change*, @realDonaldTrump & @Nigel_Farage not 'inclement weather'. You 2 buff… ",14217 +0,RT @sad_tree: If you aren't commuting to work strictly by rolling down steep hills you are the reason for global warming,930713 +2,"By 2030, half the world's #oceans could be reeling from #climate change, scientists say: Chicago Tribune https://t.co/Ijt1VUHhQu",797285 +1,@charlesornstein @benchten He also put a climate change denier at the epa & someone who doesn't believe in public schools in charge of edu.,26543 +-1,"why are we still spending $22 billion a year on global warming initiatives, and where is the money going? https://t.co/owyxTpv8bn",678046 +1,RT @BernieSanders: #ImVotingBecause the future of the planet is at stake. Hillary Clinton will combat climate change. Donald Trump thinks i…,372745 +0,"@amcp BBC News crid:4b7ljy ... signed an agreement accepting the need to tackle climate change. But less than a month later, this. In ...",190829 +2,RT @VancouverSun: ‘The start of a new era’: Trump signs executive order rolling back Obama’s climate change efforts…,124186 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,60773 +2,RT @theecoheroes: US businesses push against Trump's attempts to dismiss climate change #environment #Trump #climatechange https://t.co/Xqp…,908555 +1,RT @jgrammond: Speak softly and carry a hammer for smacking the hands of coworkers who say 'So much for global warming!',663047 +1,RT @DoodlebugKRY: #DressLikeAWoman Here's what we wear in the Arctic when we're studying the effects of climate change. https://t.co/UpwqCN…,119725 +1,So we do our own thing. We will be the generation that provides the most jobs while also being aware of the wealth gap and climate change,454685 +1,RT @ConversationUS: Farmers can profit economically and politically by addressing climate change https://t.co/KiqlZwY0Ax https://t.co/0cDue…,951699 +1,"RT @mbalter: I continue to be uncomfortable with term 'belief' re #climate change. Not a matter of belief, plays into denialist… ",667686 +-1,RT @cvpayne: Man-made climate change crowd barely restraining glee over successive hurricanes like Katrina aftermath. Another chance to hi…,708143 +1,#BeforeTheFlood is very powerful and Ive been keeping up with dem climate change docos. You must watch it.,839375 +2,"In rare move, China criticizes Trump plan to exit climate change pact - https://t.co/6C2CVPGwnc",490058 +1,RT @WinkTanner: Ok Im ending my silence on my view of climate change. I believe in it and I believe it's a big problem for our country's fu…,389097 +2,Global green movement prepares to fight Trump on climate change https://t.co/ZMufZJSGKZ,711067 +1,"RT @nytimes: Here’s what you can do about climate change (from 2015) +https://t.co/ursFmp8QTC",343805 +2,McCarthy urges scientists to raise their voices on climate change https://t.co/zSd9S1Ftsm,826009 +1,"RT @Irishlassis: Given that Exxon's own scientists knew facts abt climate change & lied to US/wrd, the $$$ should come from their co…",960187 +2,RT @tufailelif: Trump to slash NASA's budget for monitoring climate change in favour of sending humans back to the moon and beyond https:/…,190156 +1,RT @RollingStone: Why Republicans still reject the science of global warming https://t.co/yTjezluBDq https://t.co/x6xKg3gM23,603436 +1,RT @_madisonwalsh_: if you don't believe in global warming come to tallahassee rn,979752 +2,"RT @LBC: Labour love to talk about climate change, says Ukip’s Paul Nuttall, but they don’t talk about working class issues https://t.co/El…",940849 +-1,"The Left won't allow Alternative Facts in the 'global warming' debate, either. To not allow differing views isn't Science, it's totalitarian",914431 +1,Al Gore fights climate change with “An Inconvenient Sequel” https://t.co/BHDeuWQZYX,146114 +1,#RexTillerson Tillerson denies that Climate Change is real despite overwhelming data that confirms climate change. What are we to do?,750754 +1,RT @Greenpeace: This is what climate change looks like in Antarctica https://t.co/Z20NdifSnh via @NatGeo https://t.co/YA85UdVkSn,684743 +0,liberal: 'Can we maybe please try and stop global warming now?',950902 +2,The Trump administration just disbanded a federal advisory committee on climate change https://t.co/1nQXxBCypO,385197 +1,RT @davidsirota: WOW: “You and your friends will die of old age and I’m going to die from climate change.â€ https://t.co/tFswYjwczQ,697923 +1,"RT @GhostPanther: Pence doesn't believe in climate change, evolution or that some ppl are born gay. Can't he just not believe he saw Hamilt…",500276 +2,"RT @pmagn: The ludicrous gulf between our climate change goals and reality, in one chart https://t.co/AASUekMZES via @voxdotcom",770801 +2,"RT @cnalive: Pranita Biswasi, a Lutheran from Odisha, gives testimony on effects of climate change & natural disasters on the po…",239753 +0,"Swiss gov also 1st in contributing to UN climate change deal {Rhone glacier melting..}, comm w otter space aliens… https://t.co/f5MnzFKP4Y",307427 +1,"2⃣. climate change - reduce individual carbon footprint, recyclic reuse +[nose bleed ka dyan maxine 🤣]",413098 +0,"I certainly agree 2 the climate change argument, interconnectedness is not a threat.https://t.co/pOdpMWDubw,… https://t.co/SwSENORxsi",562229 +1,RT @ClimateGuardia: Record-breaking climate change pushes world into ‘uncharted territory’ (Dystopian future beckons�� #auspol #springst) ht…,407896 +1,@JedediahBila @RandPaul I think he is way off. US has been largest polluter for 50 years. I like Rand but climate change is not hysterical,107116 +-1,RT @rusty5158: Researchers find Antarctic Sea Ice has not 'shrunk' in '100 years' so much for the great global warming hoax https://t.co/fV…,534556 +1,"RT @paul_lander: EPA's Pruitt says CO2 not primary contributor to global warming +Related, Octomom plans to not have more kids through lotsa…",495398 +1,RT @woodzy123456: Everyone is whining about this election ... what about freaking global warming .. or issues that really matter...!!!,354949 +1,"RT @darth: good thing this administration doesnt think climate change funding is a waste of your money + +https://t.co/nC15EtpyMN",989597 +1,"RT @Open_Minded_Hip: When we have people that deny things that have already been proven, such as climate change, we put ourselves in danger…",395806 +2,Cows centre of 'vicious cycle' of methane and climate change https://t.co/DYFMcIVlsk,572113 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,597265 +0,"RT @ravithinkz: If you want to support Trump, support him for his climate change views...he absolutely rubbishes them.",925769 +1,"@kalaumac @SiriCerasi We had snow too. Not the city but the mountains a couple hours away from Melb. But sure, climate change it a hoax.",165227 +2,Clinton: Trump called climate change a Chinese hoax | Daily USA News - https://t.co/8Z0Ar80U0f https://t.co/DvTgrGEDmu,934337 +0,"RT @kurteichenwald: In full page ad in NYT in 2009, @realDonaldTrump called for urgent action on climate change. Which does he believe? htt…",773206 +1,"#ICanFixStupidBy removing it from textbooks. That's how Republicans fix stupid notions like 'evolution' and 'climate change,' right?",942475 +0,"The US, the World and Climate Change: 33,608 climate change related documents from... https://t.co/aPiaFrsdVh by #wikileaks via @c0nvey",995920 +1,"RT @Sungmanitu58: Whether it's climate change denied or holocaust in #Syria Denied, it's all denial that can't be Denied any more. #Truth t…",522684 +2,Gizmodo: 'Governor Moonbeam' vows to launch 'own damn satellite' if Donald Trump ignores climate change… https://t.co/WWGpB7wPLA,843663 +1,RT @AliceLFord: 5 ways cities can fight climate change — with or without the Paris deal https://t.co/aubCQ0cC5M https://t.co/k23t1CO6v8,247196 +0,"New paper: climate change impacts on upper Indus basin hydrology + https://t.co/1sqNJjvrmj",437709 +-1,#ThingsTrumpThinksAreOverrated climate change (which is utter and complete bullshit),668606 +1,"RT @NormOrnstein: Tillerson: ridiculous answers about Exxon lobbying against Russian sanctions, Exxon on climate change,Putin as war crimin…",967320 +2,"RT @AppleNews: Our food supply is protected in a global seed vault — but the vault isn't safe from climate change, @WIRED reports…",50773 +0,@AmbitiousQuezzz climate change got to the waves and the hairline hanging on by a thread,381245 +1,RT @AltNatParkSer: President Trump has called climate change a hoax & the White House deleted the climate change policies on its website on…,161473 +1,Climate denier and corporate bestie EPA chief Scott Pruitt says CO2 isn't main contributor to global warming https://t.co/dg13tkqLXf,123887 +1,RT @PASmsu2: Lake response to climate change: water clarity may be as imp as air temp. New in L&O Letters @aslo_org @kevcrose…,983870 +1,Sorry @nytimes but the true delusion is climate change denial. https://t.co/tJxtrrghC2,851269 +1,#AdoftheDay: Al Gore's stirring new climate change ad calls on world leaders. https://t.co/v5Tgo2a5uT https://t.co/Oj2aDYthtL,551958 +1,"Also climate change. Apparently, we already gone past the point of no return and because of the president of the US doesn't believe in it.",53715 +1,".@realDonaldTrump This is not normal. Again, climate change is not a hoax. MT @edyong209: https://t.co/T8h5AT2P3B https://t.co/dK2gYOrLJH",636388 +2,Worldwide momentum' on climate change despite Trump - UN official - Reuters https://t.co/eyKDbWLULA,695712 +0,RT @yaboybillnye: all i wanna do is *gunshot* *gunshot* *gunshot* *gunshot* *click* *cash register noise* and talk climate change,562059 +1,I'm a Canadian who feels disheartened over President-elect Trump's views on climate change. I'm looking to give monthly donations to a char…,337831 +2,"RT @RadioPakistan: Pakistan and Iran agree to boost bilateral cooperation on climate change +https://t.co/MLqnrhWgBz https://t.co/aV6uQj9U0Q",146542 +2,National park under fire for climate change tweets https://t.co/WWtwkfWokr https://t.co/LJxEDmuk47,728928 +1,It's weird how we keep seeing consequences to that imaginary climate change thing. https://t.co/R1NrMF5d94,209608 +0,RT @NPRinskeep: Wow. China points out that Ronald Reagan and GHW Bush supported international climate change talks https://t.co/pWsmSvx87J,550752 +-1,This is word salad. Just spewing gibberish hoping some fools fall for your race hustling and climate change scam! S… https://t.co/A4jGA3x79M,408287 +1,RT @JasonBordoff: Good policy design requires analysis to ensure benefits outweigh costs--& that includes the cost of climate change https:…,75770 +0,@MetroNewsCanada check Sarah Palin's freezer not being affected by climate change and pipes.,421587 +1,"@amazingatheist You'll have to fight for gay rights and against climate change denial again, but at least he's interesting.",802913 +2,RT @XHNews: China strongly committed to South-South partnership in addressing climate change: special envoy…,434158 +-1,"RT @realDonaldTrump: It's freezing outside, where the hell is 'global warming'??",243511 +-1,RT @peddoc63: This is what 'environmentalists' do to our Planet �� Save the planet by exposing climate change loons. #climatemarch https://t…,631021 +1,Is only a fool will say there's no climate change. I support the march for Science. https://t.co/BOYm1MKHIx,689406 +2,RT @nytclimate: Where to find NYT reporting on climate change: https://t.co/Q9izvisJSo https://t.co/NsLw4S7heF,472750 +1,"RT @BodyofBreen: Dear Texas, + +What’s it going to take to stop voting for people who deny climate change?",952909 +2,RT @AP: The Latest: John Kerry says failing to fight climate change would be a 'moral failure' and a 'betrayal' https://t.co/4l9S2Itz4l,322312 +1,"Florida, nice job voting for trump! This is what you'll look like within the next century, thanks to climate change… https://t.co/gqVEogGdNI",194121 +1,The last thing climate change research needed nowadays. Years and years of work go up in smoke. https://t.co/OaimebEY6G,897434 +0,"RT @ezralevant: All of @SheilaGunnReid's videos from the UN global warming conference in Marrakech, with more to come:…",374250 +1,RT @BGraceBullock: Don't believe in climate change @realDonaldTrump? Come out west and breathe our air! @EPA @RogueEPAstaff @POTUS…,930381 +2,"In race to curb climate change, cities outpace governments https://t.co/JJwVaxihTk @alisterdoyle https://t.co/3I6aSls7HH",225955 +2,RT @latimes: You can now figure out how much you're contributing to climate change https://t.co/UVvBJk9VBL https://t.co/3IAx9ISczr,443804 +0,"RT @Dodo_Tribe: Why we have never found aliens - the great filter - #climate change. + +https://t.co/ZVfSsxYThB https://t.co/oZSk0yVDl8",387947 +-1,"RT @RealJamesWoods: Federal scientist cooked climate change books ahead of Obama presentation, whistle blower charges ///#NoSurpriseHere ht…",754803 +0,@ObamaMalik Must be global warming 😜,71991 +1,RT @will_yum17: climate change is real,378664 +1,"RT @NatGeoChannel: Watch #BeforeTheFlood right here, as @LeoDiCaprio travels the world to tackle climate change https://t.co/LkDehj3tNn htt…",505560 +2,"Morocco takes lead in climate change fight, but at what cost? https://t.co/BmwbF4AXaE #westernsahara",827263 +1,RT @UNEP: More and faster support needed for climate change adaptation https://t.co/we5QevbWJq https://t.co/JIP54AmY0W,721446 +1,"RT @iansomerhalder: IF Millennials do NOT get out and vote we are doomed.This is OUR future.Lets do this.Fixing climate change, womens' rig…",85352 +0,RT @workmanalice: Malcolm Roberts just asked the CSIRO about a study which stated 'penises cause climate change'. Seriously.…,390131 +1,RT @BernieSanders: 'The concept of global warming was created by and for the Chinese in order to make U.S. manufacturing non-competiti…,645546 +1,"RT @EricHolthaus: Early spring + sharp cold front = no peaches & blueberries + +One of the 3485712 ways that climate change is a real b…",88109 +1,"RT @CanadianPM: PM Trudeau and President Castro agreed to collaborate on climate change and gender equality, as well as take steps to grow…",791331 +1,"RT @BernieSanders: When we fight we’re fighting for the future—the future of the planet in terms of climate change, and for the future of A…",927845 +1,RT @ShadowBeatzInc: My president-elect thinks global warming is a hoax ðŸ˜,10687 +2,"RT @nytimes: Americans are eating less beef, and that might help in the fight against climate change https://t.co/wmgbkmnMGg",712996 +1,I just joined @NatGeoChannel @21CF in combating climate change. Take action #BeforeTheFlood https://t.co/f6y1fCqFmw,204692 +1,RT @FelicityCarter: This is where the bedrock information about wine and global warming comes from. https://t.co/ZwPKIDS7Bo,255228 +1,This is how kids learn about climate change in Peru. Read the interview here >> https://t.co/aHmn5NFu0o,775947 +1,RT @LiberalResist: Another legal battle awaits Trump: Here’s how the world reacted to the American President's climate change order https:/…,656067 +2,Survey: Only a quarter of Trump voters believe in human-caused climate change https://t.co/Ft5ygrhUJq by #RogueNASA via @c0nvey,212511 +1,RT @annie_glerum: Did I just get transported into a George Orwell novel?! -DNR purges climate change from web page https://t.co/V4RhnLrooq,430661 +1,"RT @TheCanarySays: Heads in the sand(bags) at DEFRA + +If you thought the government was serious about climate change, think again + +https://t…",257655 +1,"At some stage the political denial around housing has to explode like our denial of poverty, climate change and neo… https://t.co/PMfLGBcxPy",99245 +1,"How the political denial of climate change makes things worse even at the local level. +https://t.co/0fvl3gOHzE",521589 +1,RT @goldengateblond: Heroes at the Nat'l Park Service started a rogue acct after theirs was shut down for tweeting climate change facts.…,376526 +2,"RT @Bentler: https://t.co/u3JNNZ4z87 +Trump tries to keep 21 kids’ climate change lawsuit from going to trial +#climate #law…",194079 +-1,"The real problem is not global warming but global cooling. In fact, we are in crash mode. #globalcooling… https://t.co/sylHcDR7in",513561 +2,"RT @KCCWG: 'Arctic mosquitoes will increase with climate change, says study' http://t.co/1oEppM7jAZ @pacja1 @trocaire @tendasasa @HBSNairob…",777930 +1,"RT @ddale8: Trump's Environmental Protection chief, being wrong, says carbon dioxide isn't a primary cause of global warming.… ",576527 +2,RT @nytimes: How a warming planet drives human migration https://t.co/c5fqrTpByh https://t.co/KG9ooXevf3,619078 +1,"RT @IBTimesUK: Donald Trump's toxic emissions on climate change will destroy humanity | @carolinerussell +https://t.co/NelcpPXpvl",206571 +0,"RT @Forbes: Trump's foundation gave $59,125 to organizations that support climate change, LGBT issues, immigration & minorities…",296112 +0,RT @kennabbby: It's called global warming billy https://t.co/Ls3yWwsiaR,453436 +1,"RT @OlgaGZamudio: Here's three tips to talk about climate change with a denier by @scifri https://t.co/i3HaeFoVCL +#sciparty",615971 +2,European leaders vow to keep fighting global warming despite US withdrawal https://t.co/T2wCwn0smO,232351 +0,RT @AndrewDasNYT: Theo Epstein needs tougher challenges. Like climate change. Or the England job.,132193 +1,"Also, climate change is resl",173637 +1,RT @Jamienzherald: The Indy's front page is unreal. Scientists prepare to explain to president elect that climate change is real. FFS.…,997452 +1,"RT @YEARSofLIVING: Today, more than ever, we need to tell the story of climate change. RT, donate & let's continue this fight together…",705165 +0,"RT @BBassem7: I thought I have seen it all, but Syria's conflict was due to climate change tops it all. https://t.co/GYlhsiBZZA",357360 +1,"12 reports to read before the #climate summit | Climate Home - climate change news https://t.co/QsmVKv1T7k via @ClimateHome +#ActOnClimate",172574 +1,RT @henryfountain: I like our country so much I feel compelled to tell people about what climate change is doing to it. https://t.co/6kq01…,515164 +1,RT @BettyFckinWhite: You know what is more damaging to Barron Trump than a tweet? Ignoring climate change. Someone should be fired for that.,208025 +1,"Are we going to pretend climate change isn't a real thing, focusing on just 'our America' & 'making it great again'?",10175 +-1,"RT @FoundinNV: John Kerry lands in Antarctica, he can now officially say he's looked everywhere 4 global warming and can't find it https://…",493648 +2,RT @GuardianAus: Global 'March for Science' protests call for action on climate change https://t.co/XNkrzCENnw,371410 +1,RT @SEIclimate: NEW brief: Transnational climate change impacts: Entry point to enhanced global cooperation on #adaptation? #UNFCCC…,388956 +1,"RT @missearth_sa: A4: It doesn't cost more to deal with climate change, it costs more to ignore it. #JohnNerst #MissEarth2017 #EarthDay2017",162185 +-1,"@ninaspringle @JimHarris @ChristineMilne + +Because the delusions of climate change disaster still limit rationale t… https://t.co/nLoNy3Z5Nq",508898 +1,"RT @Patrick44: Human-caused climate change very likely increased severity of heat waves in India, Pakistan, Europe, East Africa, E… ",553410 +1,"RT @LastWeekTonight: If you don’t believe man-made global warming is a a silly issue, give to the Natural Resources Defense Council (https:…",109373 +2,RT @twizler557: How climate change is a 'death sentence' in Afghanistan's highlands - the guardian https://t.co/YXP62XaC1j,668594 +1,Trump's decision to leave the Paris agreement hurts farmers. We cannot sustain a viable system if climate change is left unchecked.,865168 +1,"climate change is just a liberal opinion, according to some US politicians +#merchantsofdoubt +https://t.co/qSxipktq18",129788 +1,"RT @altUSEPA: Trump signed EO that stands to exacerbate climate change. We expect this EO to get challenged quickly. +https://t.co/xzqOgQlYmX",44932 +1,"Slowing global warming by feeding cows seaweed so they fart less. + +I am not making this up. + +This is science. https://t.co/DwsuewcCE2",226737 +2,‘A cat in hell’s chance’ – why we’re losing the battle to keep global warming below 2C https://t.co/19j9Ok9THo,586864 +1,@RonaldRothhaas @weatherchannel There is actual evidence for anthropogenic climate change other than a correlation.,446933 +-1,"The @Guardian's 4th mention of 'global warming' fretted about Russian land use melting the Arctic... from July 16,… https://t.co/tLXJmFgymz",578200 +1,"RT @FossilFree_UK: If our MPs want to tackle climate change, they shouldn’t invest in it. Join the new campaign to #DivestParliament:… ",800781 +2,"RT @BuzzFeedNews: A government staffer asked a scientist to delete “climate change” from her grant, and people are mad…",381754 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,276916 +2,"Trump names Scott Pruitt, Oklahoma attorney general suing EPA on climate change, to head the EPA https://t.co/Xen3rJQRrh",950215 +2,RT @sciam: #WorldTurtleDay: Is climate change producing too many female sea turtles? https://t.co/LdI7jld2gp https://t.co/ewVUoyXEBv,550806 +2,RT @guardianeco: Finland voices concern over US and Russian climate change doubters https://t.co/EnKlkQaas5,89276 +-1,I see an unholy alliance between PP and climate change nuts on the horizon. https://t.co/5xDPkXjJ3K,852787 +1,"RT @richardbranson: From UN reform to refugees, conflict resolution to climate change – inside the work of @TheElders…",628709 +1,"RT @BenjaminNorton: As Africa burns, the US, the largest contributor to climate change, refuses to take action to stop it +https://t.co/JQOQ…",37708 +1,@TheAgeOfAnalog A rightwing politician from the NL posted a hoax about climate change from that website. I asked if she believes this too.,424540 +-1,@murrayjohnsonjr @AstroKatie @KetanJ0 u must not understand that global warming is just a theory. Never been proved,926229 +1,"@Greenpeace when it comes to envoriment,climate change,we are in the same boat https://t.co/fdWRtN8NkN",733875 +1,RT @SenSanders: We have a president-elect who doesn't believe in climate change. Millions of people are going to have to say: Mr. T…,859069 +0,"RT @kurteichenwald: In full page ad in NYT in 2009, @realDonaldTrump called for urgent action on climate change. Which does he believe? htt…",944658 +0,"They ask me my inspiration I tell em global warming, too cozy",158563 +2,HALF THE WORLD'S species failing to cope with global warming - THE INDEPENDENT https://t.co/1xNyPKJ39P,116600 +1,"i can't believe i am saying this , but ISIS plzzz kill trump +or he will kill us all , he doesn't belive in #climate change +plzz do us a fav",931075 +1,"Installed yesterday, monitoring today...our global warming greenhouse study had begun! #STEM @WaukeshaSTEM… https://t.co/IvwsEf9ClQ",554247 +2,RT @KSNTNews: EPA chief: Trump to undo Obama plan to curb global warming https://t.co/PkLPlPPIGw https://t.co/doGyLUM1pY,180943 +0,RT @Neo_classico: Let me tell you my view point on global warming considering the #smog show in Delhi recently.Do read and spread this thre…,731146 +1,"RT @NatGeoChannel: Watch #BeforeTheFlood right here, as @LeoDiCaprio travels the world to tackle climate change https://t.co/LkDehj3tNn htt…",60721 +1,RT @guardianeco: Fact checking @realDonaldTrump: global warming is not a hoax. #GlobalWarning https://t.co/texRLlWp5l https://t.co/diH7v00v…,325359 +1,"RT @SenKamalaHarris: This - right here - is why we need to be a leader in combating climate change & not back out of the Paris Agreement. +h…",781106 +2,Does the Trump administration believe in climate change? https://t.co/WwEpb6GMB2,736049 +2,RT @ClimateNexus: Octopus in the parking garage is climate change’s canary in the coal mine https://t.co/KanMC92G2k via @MiamiHerald https:…,822967 +1,"RT @MichaelSkolnik: ACTION: Stop Scott Pruitt. + +Call your Senators and tell them to vote NO, because climate change is real. + +202-224-3121",984848 +1,"RT @RelatableQuote: Me: *Enjoying Life* +My brain: you're broke, a nuclear war could start soon, and global warming is getting worse https:/…",534738 +1,"RT @Jezebel: Coachella owner donates to LGBT hate groups, denies climate change, has Koch connections https://t.co/4TNZG0C66G https://t.co/…",248643 +-1,Science-fiction personality preaches a fearful narrative from the altar of man-made global warming: https://t.co/k9Q2Qo9835 #climate,726028 +0,@paulsacchi65 @nypost What does a week ago snow prediction have to do w/ climate change?,111282 +1,@thehill But crybaby wants a seawall in Scotland because of climate change,478385 +0,RT @CivilJustUs: How do they expect us to care about global warming with all this penguin on penguin crime?? https://t.co/HypysWHvVV,868834 +0,RT @Puffles2010: Puffles (*notes*) Home Builders Federation try to strike CC/1 on mitigation & climate change from @SouthCambs plan https:/…,254869 +1,RT @PrettyBitchEric: Damn that's wild RT @maaaaaadiison PSA the meat and dairy industry are the #1 contributor to climate change and def…,286237 +1,RT @ClimateCentral: This is what it's like to be a young climate scientist in the age of climate change https://t.co/QX7wfvDA6w https://t.c…,832458 +2,RT @TheEconomist: The ocean is planet's lifeblood. But it's being transformed by climate change. WATCH https://t.co/FJjBaGTKaO https://t.co…,745787 +1,RT @mahla_c: Bravo to the young person in the #QandA audience holding the Government to account over their inaction over climate change #Au…,603569 +1,RT @JonUPS_: Trump’s line on climate change is even dumber than the “I’m Not a Scientist” defense: https://t.co/9VYFV0PCHC via @slate,380331 +1,RT@ KXAN_Weather Those who respond/tweet 'hoax' to every report we do on global warming and climate change should read this: …,486206 +1,White Christmas' is a song reminiscent of the days before climate change. #TheyKnewThen #What,140403 +2,RT @ABC7: President Trump signs executive order rolling back Obama's climate change efforts https://t.co/449ir61Oe3 https://t.co/eeGwZuSEUq,914103 +1,RT @Fusion: America is about to become the only country in the world with a leader who doesn’t think global warming is real.…,208760 +-1,RT @USFreedomArmy: Can anyone say 'Man-made global warming?' The MSM lies keep coming. Enlist & join our patriots at…,1422 +1,"RT @paula_read: Rather than have lawyers vet your tweets, why not have scientists vet your climate change agenda? #ParisAgreement #KeepUSi…",938890 +2,RT @EcoInternet3: John Kerry says he’ll continue with global warming efforts: Washington Post https://t.co/CZXl6KvDCT #climate #environment,777944 +1,Wow. When the oil companies understand the severity of climate change more than your government ... https://t.co/oVGB7Z3SZF,21431 +1,"RT @ProfTimStephens: Sen Sessions is death penalty advocate and, surprise surprise, a climate change denier. https://t.co/ZQF6RUUod7",597510 +2,RT @ECIU_UK: Could meeting leaders of other countries change Trump's mind on climate change? https://t.co/eBmGTcCpZZ by…,828747 +1,RT @emorwee: CNBC is surpassing Fox as the cable news safe space for falsehoods about climate change https://t.co/NCOWJE9mp5,717013 +2,"RT @NBCNews: Obama on climate change: 'To simply deny the problem not only betrays future generations, it betrays the essential… ",779540 +0,@KFIAM640 damn that's pretty good for the scorching global warming state we live in... Joke show global warming.,722340 +0,RT @TherealGmoe: @mateodechicago @sephorror @DelouiseMatthew @cnnbrk How do you determine natural process Since climate change has b…,901193 +1,RT @SuperSpacedad: A signpost for how bad things have gotten: A sizeable chunk of the 'skeptics' community is made up of climate change den…,355584 +1,5 tech innovations that could save us from climate change https://t.co/87U0J8UNtQ,1744 +1,Can Australia's wicked heat wave convince climate change deniers? - DW https://t.co/5KFhn7s7kH,240595 +1,RT @ClimateReality: Watch @Schwarzenegger go to the frontlines to learn about the links between climate change and wildfires…,734632 +1,is old people telling millennials they're definitely going to die from climate change a form of support and empathy,689500 +1,"RT @veganfuture: Nothing will reverse the effects of climate change more, than choosing to boycott all animal products https://t.co/grtBxZS…",934339 +1,RT @pulitzercenter: ��️ @AkoSalemi's photos for @TIME offer a rare glimpse at climate change's visible effects on Iran.…,583509 +1,"RT @GlenSteen: Kids in public system know about AGW! +EPA phones ring off the hook after Pruitt's remarks on climate change: report https:/…",523461 +2,RT @ClimateCentral: The Paris Agreement has disappeared from the Department of Energy's climate change page https://t.co/P96k0LnT6H,299467 +0,@NaomiAKlein right now on @salvadostv praising the Chinese government for its efforts to control global warming #jesuswept,177321 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,790477 +1,RT @billmckibben: Classic find: Shell film makes clear oil giant knew all about global warming by '91 (and still drilled the Arctic) https:…,371104 +2,Green leaders fear President Donald Trump will threaten progress on climate change - New Statesman https://t.co/P4IOnpIIwI,233003 +1,"RT @hemantmehta: Don't worry, everyone. When President Trump does nothing about climate change, Florida will be the first to go.",911127 +1,RT @BernieSanders: #ImVotingBecause the future of the planet is at stake. Hillary Clinton will combat climate change. Donald Trump thinks i…,706202 +1,RT @ClimateCentral: Here's how climate change will affect sea level rise (and flood cities) as the world warms https://t.co/btLitj44uU…,4933 +2,RT @thehill: Conway attacks CNN anchor for bringing up climate change during hurricane relief effort https://t.co/tGp2IGSeC1 https://t.co/h…,949358 +1,"RT @SeanMcElwee: NYT columnists now include two white men named David, a climate change denier, a man who supports banning abortion and zer…",957549 +2,"RT @NewGreenStuff: Breaking: In rare move, China criticizes Trump plan to exit climate change pact - CNBC https://t.co/6trPaW7qep",796370 +2,RT @GallupAnalytics: New high of 62% of Americans says effects of global warming are happening now... https://t.co/Ks8RKTSudh https://t.co/…,431518 +1,RT @CalumWorthy: I spoke with @ZacharyQuinto about one simple thing he does to combat climate change. #24HoursofReality https://t.co/fS9zxp…,292111 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,286783 +2,"RT @pash22: Climate chnge sceptics suffer blow as satellite data shows 140%⬆global warming, says @hausfath https://t.co/RUyf12hiyv via @mo…",506101 +1,"RT @DrAndrewThaler: If every scientists who wanted to write something about climate change, wrote it for their town, county, regional paper…",29570 +1,RT @blkahn: Every G7 energy minister wanted to issue a joint statement about climate change except Rick Perry…,781673 +-1,Liberals changed the term 'global warming' to 'climate change'; because it didn't. Only a $ laundering for Plutocracy #PoliticallyReactive,841847 +-1,@greenpeaceusa hey dumbfucks climate change is a hoax n we trump supporters will stop you from protesting drilling. We'll put up a wall guns,205844 +1,RT @NatGeoChannel: Join @LeoDiCaprio as he searches for answers on the issue of climate change. #BeforeTheFlood starts now! https://t.co/qc…,542645 +2,RT @HuffingtonPost: Broadcast news coverage of climate change is the lowest since 2011 https://t.co/tZ78EzKOuU https://t.co/5fUj5lqsxc,769341 +1,"RT @antonioguterres: In Hamburg, I call on #G20 leaders to join @UN efforts to combat climate change, violent extremism and other unprecede…",234064 +1,The true cause of global warming is the raising of cattle. A unknown fact. # global warming. https://t.co/6kvYjnIzFB,976552 +1,RT @LeslieMaggie: Because ignorance is bliss when it comes to climate change and you have a vested interest. #cdnpoli https://t.co/WduJlR8…,93561 +1,.@gallegosr @jetsfan451 @elbh @yesnicksearcy on the origin of climate change last time I checked climatologists 98% agree.,350968 +1,@Lemonjell069 @SenatorCantwell -not about fixing it's about attenuating...and climate change will affect the cost a… https://t.co/7Ts5z9H7rk,520233 +0,@CrawfordWriter except for climate change.,769918 +1,RT @nowthisnews: It's almost like Al Franken was put on this earth to humiliate climate change deniers https://t.co/Zvp2x4FUl6,768531 +-1,RT @hrkbenowen: Tucker Carlson obliterates leftists over Paris Accord: ‘Shut up and believe’ is climate change creed https://t.co/Db9Hf7gNrY,329497 +0,people who think climate change isn't real https://t.co/fP25cflPPM,453241 +2,RT @latimes: Trump's EPA has started to scrub climate change data from its website https://t.co/c7JyAf3ZLe Column via @hiltzikm https://t.c…,776778 +0,"Kenya to benefit from Sh113bn +AfDB climate change kitty https://t.co/fEMfYDjgfd",672019 +1,RT @zellieimani: President-elect Donald J. Trump has called human-caused climate change a “hoaxâ€ perpetuated by the Chinese. A hoax perpetu…,11216 +1,Trump won't deter us on climate change @CNNI https://t.co/4HSHSgpilp,77065 +1,"@fox12weather @MarkNelsenKPTV I guess we can lay this whole 'global warming' nonsense to bed then, right? #Satire",767250 +1,RT @funder: RT if u believe climate change is real #FlipThe6th,48567 +1,"@ScottieRock28 @TheOneSoleShoe But if the harms from climate change were actually priced in, coal would be kaput. Hence my confusion.",597291 +1,"RT @NatGeoChannel: Watch #BeforeTheFlood right here, as @LeoDiCaprio travels the world to tackle climate change https://t.co/LkDehj3tNn htt…",347738 +1,"RT @Tomleewalker: id go vegan but i could never give up climate change, amazon deforestation, total ecosystem collapse & irreversible envir…",427353 +1,RT @RepBarbaraLee: President Trump considers addressing climate change – the greatest long-term threat to our planet – a “waste of you…,869631 +0,@airscottdenning @RogTallbloke @Vivarn8 @chaamjamal Too funny. Man says there is no global warming doomsday. Doomsd… https://t.co/MfEZLtBlUc,321986 +2,RT @pablorodas: EnvDefenseFund: How climate change is affecting you based on the state you live in. https://t.co/WnhiWZ5T5E,125490 +1,RT @tripgabriel: 'The Trump admin retaliated against me for raising threat of climate change to Alaskan Natives' https://t.co/LlvtVpHHcF,514953 +1,RT @elakdawalla: What's your cause? Preventing climate change? Improving public education? Reforming govt regulations to be efficient and e…,113551 +1,RT @a35362: 3:20 Flying over the melting arctic made climate change feel much more urgent https://t.co/o7QH2dIiNE #ClimateChange https://t.…,458539 +2,RT @GASPurves: Government to 'scale down' climate change measures in bid to secure post-Brexit trade. https://t.co/9l3EiVdNiJ,52733 +1,RT @climatehawk1: How humans are affected by #climate change | Sunday Observer https://t.co/4HxLYybZBA #globalwarming #ActOnClimate…,408295 +2,Trump cites dangers of global warming in fight to build a wall at his #Ireland golf... https://t.co/U8bd32Zwkm https://t.co/gPh0P2xDgz,613796 +2,RT @BuzzFeedNews: ExxonMobil says a year's worth of Rex Tillerson's alias emails in climate change case were lost…,126418 +1,"RT @People4Bernie: We are all Zach: 'You and your friends will die of old age & I’m going to die from climate change.' +https://t.co/r425dcm…",261611 +2,RT @NewsHour: Researchers from Harvard have published a study alleging that ExxonMobil misled the public on climate change for de…,714164 +1,"“The challenges we face, like…..climate change..”. +Oh, dear, Theresa, was very good speech up to that point. +Then you lost it. +#Davos #wef17",860749 +1,Those who deny climate change deserve a quick death.,103507 +1,RT @Jamienzherald: The Indy's front page is unreal. Scientists prepare to explain to president elect that climate change is real. FFS.…,920871 +1,RT @BraddJaffy: 'You and your friends will die of old age and I'm going to die from climate change.' https://t.co/Yl2oSriNbs,77340 +1,how u climate change deniers gonna keep denying it https://t.co/djHdDVcsbj,818495 +2,The climate change lawsuit the Trump administration is desperate to stop going to trial https://t.co/qqoSKWEmgy https://t.co/d4rq5Now7L,765496 +0,@BillNye Are you still sure global warming is causing California drought?,307252 +1,"@realDonaldTrump still don't believe in global warming now? You incompetent, dementia ridden moron!",704479 +2,RT @ClimateChangRR: Sceptics ridiculed a computer's climate change model 30 years ago. Turns out it was remarkably accurate…,419096 +0,"fuck global warming, my neck is so frío",557017 +2,RT @globalnews: @realDonaldTrump to cancel $3B in 'global warming payments' to @UN Green Climate Fund in effort to grow jobs in US https://…,199095 +1,RT @climatehawk1: Which cities will #climate change flood first? | @Inversedotcom https://t.co/dIzRfbJR1k #globalwarming #ActOnClimate http…,336148 +1,"RT @codytownsend: Hey @realDonaldTrump, many people with very good brains agree that climate change is a threat to humanity, be like them a…",759150 +2,#24hwatchparty #SimonDonner Climate Scientist From UBC giving us the history of climate change https://t.co/lJvfLHw5s4,967321 +1,"@Khanoisseur I can almost understand how an ignorant individual could dispute climate change, but not CLEAN AIR. On… https://t.co/KlwqK8780F",828133 +1,ESPECIALLY since our population is growing exponentially. 9 billion by 2050? Now's not the time for climate change deniers.,885815 +1,RT @rspreckles: 100% humidity at 11pm u wot mate? Adelaide's weather rooted this year and apparently climate change is not a thing. #adelai…,770545 +1,RT @ClimateChangRR: Top climate change Twitter influencers one should follow https://t.co/zroitsgPtJ,73316 +1,RT HuffPostGreen: RT nvisser: Pretty much EVERY living thing on the planet has already felt climate change https://t.co/pajPjnI1Sx #COP22,64145 +2,Vicki Cobb: The Cheeseburger of the Forest: Evidence of Global Warming: For the climate change… https://t.co/IgwFtyhRzI | @HuffingtonPost,686591 +1,"#trump is a climate change denier, a chronic liar, an unbridled man given to conspiracy theories & wild ideas. Save us #ElectoralCollege",691663 +1,RT @JustinTrudeau: Canada is unwavering in our commitment to fight climate change and support clean economic growth.,435296 +2,RT @LizziePhelan: #China warns #Trump against abandoning climate change deal https://t.co/Bcnj0Xap8r,263343 +2,RT @NYDailyNews: Activist struck and killed by SUV in Florida while walking barefoot across the country to protest climate change…,14862 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,365062 +-1,"RT @realDonaldTrump: It's freezing outside, where the hell is 'global warming'??",230157 +1,"If you fear the economic impacts of climate change, move to Canada (or Scandinavia) https://t.co/1OuOJlBMKo",103129 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,55113 +1,RT @USGS: What are sinkholes? What are signs of climate change? You have a question? We have an answer in our FAQs:…,77812 +2,“Anxiety about Trump’s environmental stance could be a factor in Americans’ heightened concern about global warming… https://t.co/LHLXn0UHY1,356221 +1,RT @thisisoutspeak: Meet @XiuhtezcatlM who is leading a charge against climate change with #GenerationRYSE https://t.co/CethVGMRcW https://…,889458 +1,Regional/Global seabird stresses like climate change and plankton/forage fish relocation are very hard to address at a single site level 3/3,814922 +2,Bush EPA chief slams Trump's climate change denying pick https://t.co/cOTQl5vJsC via @HuffPostPol,663093 +1,Hey @realDonaldTrump global warming is real and not a hoax invented by the Chinese. It's 100 degrees in November.,668787 +2,"In executive order, Trump to dramatically change US approach to climate change @CNNPolitics https://t.co/Id3RJv1Hpi",24585 +1,@DrDenaGrayson NC still hasn't gotten over Mathew. Hey but climate change is a Chinese hoax huh?! And flood regulat… https://t.co/MsS4O43PdX,337673 +1,RT @palegoon: bro our next president doesn't even believe in fucking climate change. and his VP thinks being gay is a treatable disease.,852331 +2,RT @ClimateReality: Gallup poll (March 2016): More Americans than ever are taking climate change seriously https://t.co/uVIRF9Ob9w #Climat…,55300 +2,RT @motherboard: All references to climate change have been deleted from the White House website https://t.co/PBC6ttsYqz https://t.co/orJ8z…,949112 +1,Last year we had snow on the ground now it's supposed to be 69° tomorrow and we have a president elect who doesn't believe in global warming,127334 +1,RT @nationaltrust: A quick way to fight climate change - we're working alongside @GoodEnergy promoting 100% renewable electricity:…,388738 +0,"RT @sapient_4u: Expected issues on TL: Oil, global warming, eyebrows +Issue on my TL: Mere pakode mein se aloo kisne churaya",520139 +1,RT @savmontano: Our president doesn't believe in global warming so we're all doomed regardless,471206 +1,"Optimism must be avoided for extinction by climate change! +https://t.co/CPT7vIMpik #climatechange #conservation",952092 +2,Idaho lawmakers strip climate change references from new K-12 science standards https://t.co/pn41qL1vuD,489304 +1,RT @ClimateReality: It’s foolish to take a snowball to the Senate — and to say climate change isn’t real. #StandWithReality:…,9043 +1,"RT @sydneypadua: FYI yes I'm still worried about climate change, what are you like a deer? Immediate threats from predators aren't the only…",560832 +2,RT @thinkprogress: Putin thinks Russia will benefit from climate change and communities will ‘adjust’ https://t.co/uOR0PZoZRw https://t.co/…,892178 +2,Trump seems to be changing his mind on climate change https://t.co/CzYF4MTARb,114561 +0,@vivalalucia omg? relevant? I'm at the climate change conference literally right this minute.,234929 +1,"We are glad to announce the prepped motions for 12th EU-TH. + +Environment +1) THW criminalize climate change denial... https://t.co/q5vEPbUxxp",406585 +1,"RT @rachaelxss: y'all fake care about the world. if you cared, you would try to contribute to climate change at the least bit but you aren'…",756147 +1,RT @BethMurphyFilm: 'Walls will not keep pathogens out' - @HarvardGH says climate change is bringing more outbreaks like Ebola and Zika #cl…,880981 +1,"RT @yonatanneril: As tallest dam in US at risk, is climate change really a hoax, Mr. #President? Mother Nature and 1000s of climate scienti…",570047 +1,"RT @AmericanIndian8: Rapacious consumerism and climate change https://t.co/28JzDqknuc +#INDIGENOUS #TAIRP https://t.co/rwBhEAywgJ",943225 +2,Stephen Hawking has a message for Trump: Don't ignore climate change https://t.co/gO0OZ9H1HS,490726 +1,RT @NancySinatra: It's time for our leaders to stop talking about climate change & working together to solve it. Agree? Add your name: http…,64282 +2,RT @guardiannews: Australian coastline glows in the dark in sinister sign of climate change https://t.co/ImSBaDZGfd,305218 +0,RT @NicktheRuler__: @ZeeNation global warming,8976 +1,RT @MarketWatch: How to build your own Paris Agreement on climate change — in your own home https://t.co/OfM9GxST5x,403268 +1,@TychoTennyson The right denies climate change. It is that easy.,438895 +2,Trump really doesn't want to face these 21 kids on climate change | https://t.co/nSv8hiUAq1 | #Iran,343118 +1,RT @ryandahlgren: 'SEE GLOBAL WARMING ISNT REAL!' lol yeah but if you actually knew how climate change worked you'd realize this prov…,428985 +2,"RT @gntlman: Federal scientist cooked climate change books ahead of Obama presentation, whistle blower charges https://t.co/ORbOkey7dD",44478 +0,is global warming real — i agree https://t.co/HuGNfM3E3j,369330 +-1,"RT @wrmead: By focusing on climate change, the NYT completely botched its story on Mexico City's myriad problems: https://t.co/4eFLK2OVJ1",548220 +1,"@realDonaldTrump Saw this tweet out of context. And here I was thinking someone was talking about climate change, b… https://t.co/h8sDsWmjGS",744614 +0,"Scorpio n pisces need to stay faraway from each other as possible, the red Sea might part; global warming will stop",355079 +1,RT @Shagcat: it's almost 60 degrees outside and thanksgiving is next week and people still don't believe in global warming...,941183 +0,"time is passing by +i still want you +crime is on the rise +i still want you +climate change and debt +i still want you",236048 +1,RT @SwannyQLD: A lost decade on climate change & energy policy - let's not forget the charlatans who led us down this path #auspol https://…,550172 +1,You know what will be even more costly? Trying to address climate change 100 years from now without mitigation. https://t.co/LJxCAqLbAJ,229906 +2,RT @chicagotribune: Fiction takes on climate change in these #EarthDay reads recommended by @biblioracle https://t.co/Ga3IKZTu6R https://t.…,210434 +2,"RT @PoliticalHedge: Curated on : Sec. Tillerson, at Arctic meeting, signs document affirming need for action on climate change https://t.c…",762280 +1,"RT @TheRynheart: 'We're trying to go all in': Chocolate giant Mars pledges $1 billion to fight climate change + +Noble Leaders. + +https://t.co…",655073 +-1,@DanaHoule But climate change is a Chinese hoax.,625660 +0,Meet the unopposed Assembly candidate who says climate change is a good thing that hurts 'enemies on the equator' https://t.co/CZ2SK5Fnlo,21275 +1,RT @ClimateGroup: Businesses and #StatesandRegions are leading the charge against climate change worldwide: https://t.co/jySuebiOp7 #Climat…,672991 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,599744 +1,RT @Food_Tank: Innovation and commitment to sustainability will save our food system and mitigate climate change. #FoodTank #COP22 https://…,494782 +1,RT @FT: The effect of climate change in the US will be devastating for agriculture. https://t.co/FeL4aeTiy3 https://t.co/nE5DZSddKq,779515 +0,@politico @POLITICOMag He should be beating the climate change outta him.,75005 +1,RT @ejn_greencareer: We're too late to stop global warming with renewables. We need to do something much more drastic…,687738 +1,RT @kurteichenwald: Russia hack deniers & climate change deniers have a lot in common. Either theyre corrupt or they refuse 2 accept univer…,395016 +2,RT @guardian: Michael Bloomberg to world leaders: ignore Trump on climate change https://t.co/kBNJbR8mZU,973252 +1,RT @infobeautiful: Most Americans think climate change will hurt the USA...but not *them*: https://t.co/s7l1f7nIT8 Related: our viz…,289131 +1,"guardianeco: We can fix climate change, but only if we refuse to abandon hope | Zoe Williams https://t.co/VpkrIZUaVq",356254 +0,@TalkyTinaDoll Dude....that's just normal weather...has nothing to do with climate change...dolt.,766019 +1,"@JeffBezos Let us work for Nature dependent communities who are most affected,poor farmers,ecorestoration and climate change.",645216 +1,RT @DavidCornDC: Thanks. But I'm old enough to remember when you mocked Obama for making climate change a priority. https://t.co/sUJYEF7Iwm,404504 +-1,@DineshDSouza @cenkuygur I like how it went from global cooling to warming and now just climate change. Can just c… https://t.co/CbJ8b86Nya,912594 +1,RT @SenBookerOffice: The effects of #ClimateChange are devastating. The fact Pruitt doesn't believe climate change science should disqua…,865646 +1,"RT @AndryWaseso: Pertimbangkan satu hal, climate change. Shortage of everything we need to survive is in front of all of us.",698040 +2,"Antarctica's biodiversity is under threat from tourism, climate change, transnational pollution and more https://t.co/pN6qWVlLeZ",267843 +1,"RT @fml: Today, my country elected a man who thinks global warming is a hoax. FML",654555 +0,@Bolt_RSS well done tonight ie climate change(Steve price show) they R commiting us 2 paying $1billion a year under this agreement !!!!,28248 +1,RT @jjwalsh: @hillisthekillis Funny because if people ate less meat there'd be less global warming related natural disasters like this,132089 +0,@yaoisweet kayaknya memang rpw lagi global warming ka,201341 +2,Does Trump buy climate change? https://t.co/BxUNH7UoQM,843571 +2,"RT @ClimateHome: Donald Trump must face climate change reality, says Ban Ki-moon: https://t.co/geDt5j9D5i #COP22 https://t.co/cjfbDYVtoG",20869 +1,"RT @michael_w_busch: Can we please address climate change now, after 200 years of research describing how it happens? https://t.co/XjO0XteI…",712388 +-1,"RT @murfrw2016: Gore is scamming more money from climate fools. +Al Gore's climate change film An Inconvenient Truth gets a sequel https://t…",497630 +2,RT @Breaking911: Reports on climate change have disappeared from the State Department website - https://t.co/WbXcljwWxR https://t.co/dbOI1Y…,901651 +2,US diplomat in China quits 'over Trump climate change policy' https://t.co/qWrHQ0KtyC https://t.co/hkKvcmnsQn,493174 +-1,Mansbridge implies link between big storm in Australia and climate change tonight on The National with no evidence??? #cdnpoli #media,230309 +1,"RT @madgifts: Depression, anxiety, PTSD: The mental impact of climate change https://t.co/lN0Xnpw3JE #resist #climatechange…",411627 +2,RT @YaleE360: .@EPA head Pruitt says CO2 not a primary contributor to global warming https://t.co/iA5dxT93f3 https://t.co/SKgTKNHm2z,279528 +0,Could the US face punishing tariffs over climate change? Maybe. #climate https://t.co/bLr8kmetLs,577072 +1,You sound like the climate change deniers who think nothing is wrong because the weather is nice in their city https://t.co/NKe8XnhCKj,968395 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,806952 +1,Business opportunities created by climate change.' Interesting,10005 +1,"RT @SenSanders: The poverty we have today is big enough a problem without climate change making it much, much worse.",916715 +2,Extreme summers driven by human-caused global warming: study https://t.co/vrtlpImE6J,439244 +1,@AnneSchiffer1 & @WEDO_worldwide look at how we increase energy access & address climate change… https://t.co/fwRmiUubH8,985080 +1,"RT @mcnees: Trump's EPA transition team denies human impact on climate change. They're wrong & they know it. Here's the science. +https://t.…",375162 +2,Donald Trump proposes huge EPA budget cut to stop environment agency researching climate change https://t.co/94MGB1O57i,684416 +1,RT @PostEverything: Why don’t Christian conservatives worry about climate change? God. https://t.co/6WYqchTThU https://t.co/fRIXr7YUKS,136687 +2,"RT @motherboard: House Science Committee tweets story skeptical of climate change +https://t.co/Zga7LDZYNi https://t.co/VV6A4roGT6",254019 +1,RT @NewDay: 'You can dance if you want but no scientist told you there is no global warming' @ChrisCuomo to @RepChrisCollins https://t.co/E…,809734 +-1,@CarbonWA why do you think voters in a left wing state dismiss man made 'climate change' hysteria? #Brrrr... https://t.co/8Oi2kbReEV,911566 +2,RT @latimes: UCLA scientists mark Trump's inauguration with plan to protect climate change data https://t.co/JJV1snB4AF,535186 +1,RT @Richard_Dixon: More of Scotland’s climate change emissions now come from transport than any other sector - and its still getting o…,19946 +1,A rapidly growing human population and deteriorating health of our planet because of climate change and a rising... https://t.co/zhwucRkb4s,410608 +0,"Join ECO Dir. Erick Shambarger @ free movie Before the Flood, DiCaprio's climate change movie tonight, 7pm at UWM. +https://t.co/MIHBZ7Tqow",88506 +1,RT @BobWieckowskiCA: This article shows why SB 775 is the best bet for California meeting its climate change goals. https://t.co/BH8qPI3TF6,296097 +0,@richardmskinner @BenjySarlin climate change viewed as an elitist issue,708243 +1,😠 SIGN to restore & maintain accurate science-based info on climate change to the White House website https://t.co/OAcWWDzjeK,412158 +1,"RT @CofEsuffolk: Prayer Diary: We pray for those around the world affected by climate change, whether in Africa, South Asia or America",597974 +0,@ViaPalma15 mutert krokodille. Må være global warming! Betal eller så kommer de til Norge ja 😄,893828 +2,RT @bellona_murman: Reindeer shrink as climate change in #Arctic puts their food on ice -... https://t.co/AnLpnz2en3,857282 +2,RT @esquire: Fiji invited Trump to come see the effects of climate change: https://t.co/8cSFvUnHrw https://t.co/wgtXuI7v92,188687 +1,RT @ChadGayle: EPA chief Pruitt is lying about climate change. #TheResistance #resist https://t.co/0hix5nDm8r,932389 +1,.@EPAScottPruitt doesn't think CO2 drives climate change? Let's send him a copy of 'Global Warming for Dummies': https://t.co/FlHZAvAulQ,262970 +1,"RT @World_Wildlife: Irresponsible food production drives climate change, which drives more irresponsible food production. Time to break…",900018 +0,@KatTalesTV @John_Kavanagh you can't put climate change on 19 inch spinning rims to be fair.,821174 +2,RT @OilDangers: Humans on the verge of causing Earth’s fastest climate change in 50m years | Dana Nuccitelli https://t.co/HzWcNZNpZO,95533 +2,thehill: Schwarzenegger launches project to help lawmakers challenge Trump on climate change … https://t.co/kCLfzUFxzq,697715 +1,RT @SusanWojcicki: Impacts of yesterday’s disappointing decision are real. Watch @hankgreen break down #ParisAccord & climate change: https…,791525 +1,"There is dire need of adaptation & mitigation-can help to reduce the risks of climate change to nature & society #ClimateCounts +#COP22",62987 +1,RT @CHlCKENSTRlP: It's 87 degrees and it's still technically winter so yeah global warming is definitely a myth,581936 +-1,Will the sun put the brakes on global warming?' via FOX NEWS https://t.co/miZDleCRtf,645251 +2,RT @thehill: Bill Nye slams CNN for having climate change skeptic on air https://t.co/M4wKxLmN5b https://t.co/ehxwOktVZl,828722 +1,"@chelsea_arnott I’m creating a new think tank for climate change, would you join and post your tweet also at https://t.co/u1UbQXLmrF ?",619244 +1,"@TonyJuniper just sent you an email, would love to tell you more about my new climate change project",565207 +1,"@DaleInnis @BillyHallowell God didn't do it, climate change is man made.",149724 +-1,"@BSwinneyScout @TysonKFAN. No no no. Come on Swinney, Democrats invented global warming. Ignore the ice caps melting & swings in temp.",528738 +2,"In Massachusetts, it's not just Democrats urging Trump to stay in the Paris climate change agreement https://t.co/cm5enu0gK6",421932 +1,"RT @ddlovato: #IVotedBecause I believe in equality, we need comprehensive immigration reform, I am pro-choice and global warming IS real. #…",23341 +2,"RT @mickeyd1971: After Trump's inauguration, sections on civil rights, climate change, & health care removed from White House website https…",595113 +0,RT @PRiNSUSWHATEVA: ur mcm doesn't believe in global warming,594402 +2,RT @Franprice: An Inconvenient Sequel: Truth to Power trailer: climate change has new villain – video https://t.co/zmPiVQF8xA,197691 +1,RT @WajahatAli: Mulvaney on climate change: 'We consider that to be a waste of your money.' But billions on a useless wall? YES!,795576 +1,RT @JohnZajaros: We need a statement about climate change!⚡️ “The science community is rallying together for a march on Washington” https:/…,182749 +2,RT @TheYoungTurks: On #TYTlive: People are cancelling their @NYTimes subscriptions over a climate change column https://t.co/Sn2Hz6250s,806651 +1,It doesn't matter if Donald Trump still believes climate change is a hoax https://t.co/JDe57L8Q0s https://t.co/Fq1krZUTJ9,410962 +1,funny how they admit climate change is upon us... https://t.co/SKIVteflKZ,507800 +0,"RT @Dana__Elizabeth: You: climate change will kill us all +Me, an intellectual: Joe Jonas has been to the year 3000 & not much has changed b…",563725 +2,RT @FortuneMagazine: Obama: The private sector will lead the way on climate change https://t.co/KTwT2BFE9o https://t.co/bMN9efkh1T,496428 +1,"RT @nhbaptiste: 'You will die of old age, our children will die of climate change' #NativeNationsRise #NoDAPL https://t.co/jafEXpkZyf",745426 +-1,RT @RadioFreeTom: This is why I avoid climate change discussions. It's a religion. https://t.co/a5YePC0diP,625549 +-1,"Libs are all for science proving climate change is real... but ignore the scientific fact a child with a beating heart is alive. +#hypocrisy",774648 +-1,RT @dbongino: We're at the point w/the delusional Left that literally every weather event is evidence of 'global warming.' Their dishonesty…,890582 +-1,"RT @joshdcaplan: Al Gore admits Paris Accord won't solve the issue of 'climate change.' + +Yet liberals say Trump pulling out will des…",380307 +1,RT @BernieSanders: 'The concept of global warming was created by and for the Chinese in order to make U.S. manufacturing non-competiti…,46706 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,486351 +2,Michael Moore calls Trump's actions on climate change 'Declaration of War': https://t.co/Wreiz4p9d7 via @AOL,160984 +0,RT @Gizmodo: At least climate change will bring more icebergs to kitesurf over like a badass https://t.co/GPXi8yx9UE https://t.co/ceEGVBoUI1,443913 +0,@DailyCaller Even if it were true the main word here is..LESS! It says less climate change than we thought. Not no climate change,694145 +-1,"RT @JoshNoneYaBiz: Funny the same people who believe in climate change bc of science, cant accept that you're biologically male or female.…",390339 +2,RT @thehill: #BREAKING: Trump cuts to EPA spending will target climate change efforts and clean-up work: report…,455405 +1,"RT @nkjemisin: Just a reminder that more than Texas is being hit by climate change-related disasters this week. Also South Asia, a…",426368 +1,RT @climatehawk1: We aren’t doomed by #climate change. Right now we are choosing to be doomed. | @climateprogress…,446382 +1,RT @ClimateCentral: This is what the future of the national park system looks like under climate change https://t.co/N9XVzQJZ7d https://t.c…,549007 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,479950 +1,"RT @patagonia: If our elected leaders fail to approach the environment & climate change as serious issues worthy of urgency & action, it wi…",458326 +0,Scientists say that increasing soda carbonation by only 13% worldwide will contain enough carbon to reverse global warming. #fact,894388 +1,"RT @SethMacFarlane: Are we looking at an America that officially believes climate change is a hoax? Sorry, everybody else.",782837 +1,"RT @wilable70: Scott Pruitt, next head of the EPA, is a climate change denier. Because OF COURSE he is.",390236 +2,"RT @theoceanproject: By 2030, half the world’s oceans could be reeling from climate change, scientists say https://t.co/fgiqsP2slT https://…",128711 +2,Giant craters in Canada's melting permafrost impacting climate change: researchers https://t.co/eHapdyp2tZ,775956 +1,Take a good look at this forecast and tell me global warming isn't a thing... 😨 #MemphisWX #Whaaaaa @3onyourside https://t.co/MzGnGlosab,803767 +2,RT @Independent: Donald Trump and Prince Charles 'in row over climate change' ahead of President's first UK visit https://t.co/UiXPZZl6fM,760417 +1,RT @SenGaryPeters: Overwhelming number of scientists agree climate change is a scientific fact! The EPA Administrator should know that…,805511 +1,RT @GlblCtzn: Want to help help fight climate change? Simple — go vegan. #WorldVeganDay. https://t.co/YiUmDXYizZ,992098 +1,EPA propagandist claims there’s ‘ongoing scientific debate’ about the cause of climate change - there's not… https://t.co/cn66aDBCmx,542735 +1,@PBS is the only network reporting on climate change. Trump wants to cut it | Dana Nuccitelli https://t.co/RzT6IKGpLN,903498 +1,RT @LynnScarlett1: Listen to Alaska's commercial fishermen talk about signs of climate change in the places where they live and work. https…,853832 +2,RT @MPRnews: Standing Rock Tribal Chairman: 'this is about climate change' https://t.co/0v04daNLts,747579 +1,RT @Food_Tank: Plant-based protein increases food security & helps mitigate climate change: https://t.co/avhaUucW6z @GoodFoodInst https://t…,408219 +1,And some claim that global warming is just a myth �� https://t.co/OHmhpl8eV6,204039 +1,RT @wef: We can still keep global warming below 2℃. Here's how https://t.co/x7BDKtbiYp #climate https://t.co/RPxcirOjJM,794883 +1,But didn't Tillerson's boss say climate change was a hoax made up by the Chinese to undermine US industry? https://t.co/uvtTq8GF1M,18595 +1,Here's a new climate change reality that Trump's new policies ignore https://t.co/168wRkLUaV,69451 +1,RT @SenSanders: We cannot continue to build more and more pipelines. Mr. Trump needs to wake up to the reality of climate change. https://t…,5371 +1,RT @carlzimmer: The Arctic is heating up & melting fast. For @nytimes I take a look at how global warming is changing its ecosystem https:/…,445607 +1,Andrew speaks on the need for urgent action on climate change - Andrew Wilkie MP https://t.co/NXdTvPosmz,447665 +0,@mitchellvii Fox just released another Bullshit pol about climate change. Love to see the sample size and DNA. Such bull.,461322 +0,Looks like #socialmedia is no fan of #EPA head #ScottPruitt's position on climate change https://t.co/r3RvPJhAMw,544462 +1,RT @BernieSanders: 'The concept of global warming was created by and for the Chinese in order to make U.S. manufacturing non-competiti…,569493 +0,RT @MrRedMartian: Kendrick got a track with U2? That's almost a bet that it's gonna be about global warming and it's affects on the hood.,201169 +1,RT @IanAlda: They should start naming hurricanes after notable climate change deniers,110301 +2,Aga Khan warns climate change will affect Muslim world | Gulf News https://t.co/ETAlg8vaLG,618623 +1,"@williamlegate Science, climate change, no offense to Christians but if you think a man lived in a whales belly & g… https://t.co/2jnAkiLEV6",537668 +2,RT @wef: .@BarackObama says tackling climate change means changing our eating habits https://t.co/vqfGI8FC2G https://t.co/YmbiqiAbeJ,203663 +1,"RT @1followernodad: parent: I'd do anything for my children! + +Scientist: here's how to stave off climate change so your children can stay o…",783223 +0,"RT @roospooscreate: Next there will be a fashion line from the Ivanka Trump label about climate change !Tshirts with slogans , Make the cli…",257456 +1,"RT @MaxineWaters: Trump's actions today further undermine US leadership in addressing climate change. Certainly, the world is wondering wh…",902055 +1,"RT @KamalaHarris: I applaud @JerryBrownGov’s efforts to make CA a leader on climate change. Climate change is not a hoax & we must act +http…",16272 +1,Kate is co-director at Women's Environmental Network. Believes gender equality & climate change are worst challenges facing world #WOWLDN,488079 +1,RT @WhiteHouse: .@POTUS on how acting to combat climate change can help the environment and grow the economy: https://t.co/dLThW0dIEd,920087 +1,RT @RogueSNRadvisor: Hey once we get rid of Tanadict Trumpold & his band of idiots can we plz focus on real issues like climate change and…,69553 +2,RT @WorldfNature: Al Gore's climate change film An Inconvenient Truth gets a sequel - The Independent https://t.co/IpdAFSjVrt https://t.co/…,382181 +0,and at the same time It is a fundamental defensive measure against the global climate change. PROJECT ARK https://t.co/nkng105HNc,229370 +1,RT @rishibagree: This New Year terror attack in #Istanbul has nothing to do with Islam and everything to do with climate change. #Turkey,138661 +1,"RT @Alex_Verbeek: �� + +Mr. Trump: This is climate change. It is man-made and dangerous. A wise policy is urgently needed.…",177843 +2,Pacific countries advance regional policy towards migration and climate change https://t.co/EjCO0RzUwg https://t.co/KFJAZn64Ye,655818 +2,RT @FerretScot: Academics visited Trump's golf resort in Aberdeenshire yesterday to present the Ladybird guide to climate change https://t.…,831353 +2,"80,000 reindeer die: Is their starvation caused by global warming? https://t.co/5Z1rFgVK6o https://t.co/pQXCAA86vv",978586 +0,"If Trump ever decides climate change is real, fixing it will be Jared's job too. https://t.co/iid0nEPO6P",230868 +1,so whats the plan? we're gonna colonize mars? or we're just gonna ignore climate change and let that handle it,191937 +1,RT @OsmundsenTerje: Excellent from 2 respected scientists'We can limit global warming to 1.5°C if we do these things the next 10 years' htt…,903098 +2,RT @thehill: Bill Nye slams CNN for having climate change skeptic on air https://t.co/gBWeCdw6fl https://t.co/xTzEESDSdg,52157 +0,"RT @stinson: All those 'After Trump, China takes the lead in fighting climate change' pieces have to confront reality. https://t.co/xzYW6IK…",240504 +0,@Cerb32 Are you a global warming shill?,277693 +0,RT @Advil: so @pitbull just released an album called climate change. in 2012 he released global warming. really makes u think…,387218 +1,"If you all want to stop climate change on a mass scale, stop driving cars, using airplanes, makeup, lube, anything plastic, detergents,Etc.",881152 +1,"And it's gonna keep happening, for climate change, LGBT rights, the protection of all minorities. As long as he's i… https://t.co/QZkZBpWG2b",511224 +0,The worst thing about global warming is it allows people to wear flip-flops in public later on into the year.,734922 +1,"RT @thistallawkgirl: There's no real evidence that manmade global warming exists, says Rick Perry, who believes a virginal birth and resurr…",568361 +1,Google Earth’s Timelapse update illustrates 30 years of climate change https://t.co/97zZpNgV0S https://t.co/5p2DJ5ajIK #Geeky0001,690093 +0,"RT @kelseyistrash: RT if you believe in global warming, have a crush on josh dun, or hate yourself",609304 +1,RT @ajplus: Is this deal to fight climate change too late? 😕 https://t.co/e76UJNCYN8,595674 +1,"RT @ClintonFdn: Along with our partners and 10 Caribbean countries, we're on the frontlines of fighting global warming: https://t.co/4eadvu…",798646 +1,RT @hannie_jene: How does one not believe in global warming???,768656 +1,@builderbob90 @BlackTenCommand @mike_pence also the head of your EPA doesn't knowledge man-made climate change,917254 +2,RT @CNNPolitics: Why climate change experts fear Donald Trump's presidency https://t.co/HrFP4c1qSH https://t.co/zvhRsjqrx6,856102 +1,RT @GerwinHop: 'politicians discussing global warming' is the name of this artwork... https://t.co/BHEWPbtlOp,989057 +1,"Just had one of strange, terrifying reveries you have whenever you read anything at all about climate change. Lord, we are fucked.",985970 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,869993 +0,RT @ForestPlots: Still time to apply! Scholarships for Peruvian masters students on impacts of climate change on neotropical fores…,826690 +1,"Want to stop climate change, @UWM? See #BeforeTheFlood at your University... https://t.co/TtCY3ww5ck by #LeoDiCaprio via @c0nvey",568055 +0,RT @BjornLomborg: It is foolish 4 world leaders to stay fixated on Paris. It will be costly & do almost nothing to fix climate change: http…,761355 +1,RT @JennyMarienau: We should be very concerned that EPA chief claims CO2 not a primary contributor to climate change: https://t.co/9LOejkUA…,519866 +0,"RT @StarvingHartist: If EPA scientists aren't allowed to talk about climate change, I bet they try nonverbal cues like wearing a scuba suit…",938402 +2,"RT @climatemorgan: China raises hopes for continued climate change action at #Davos, @Greenpeace response to Xi Jinping's #WEF17 speech htt…",489942 +1,RT @mcrispinmiller: NewsFromUnderground: Same Big Money that's been driving climate change denial also hatched the 'anti-science' smear htt…,951898 +1,"Denying evidence of climate change is like finding odd spots in your intimate regions, and denying that genital herpes is a thing.",530499 +1,"RT @CleanAirMoms_FL: .@DCCC fighting climate change shouldn’t be a partisan issue, @CarlosCurbelo is an ally we need #FL26 #actonclimate ht…",618837 +0,He is Instagramming about the dangers of global warming every single day,410790 +1,Trumps actions on climate change are an assault upon the poor,970642 +2,"Suicides of nearly 60000 Indian farmers linked to climate change, study claims .. https://t.co/bIWcMiEc0L #climatechange",5456 +1,"Denying climate change is real, but so is dangerous. Join Team today:",62737 +2,"China’s coal use drops, showing commitment to climate change: Experts https://t.co/3jFB4XcuKj",150587 +2,RT @BreBarra: It's time to give up climate change fight cause we've already hit the point of no return - scientist https://t.co/mzHu85afd4…,983654 +0,"@realDonaldTrump Damn China & their climate change conspiracy. Frack baby, frack! @BernieSanders @ProgressiveIA @SenSanders @People4Bernie",650825 +1,Dams raise global warming gas: SciDev https://t.co/vqwf0LXkSq #climate #environment More: https://t.co/LhHWDXZVZa,863077 +1,RT @SethMacFarlane: HRC proposes installing half a billion solar panels by the end of her first term. Trump thinks climate change is a hoax…,52528 +1,RT @sapinker: The only practical way to avert climate change: How to make nuclear innovative. https://t.co/Wm8s0ACR8t,580806 +1,"RT @SenSanders: On virtually every major issue — raising the minimum wage, climate change, pay equity for women — we are the majority",331127 +2,Michael Bloomberg to world leaders: ignore Trump on climate change https://t.co/XcuD4Ph6py,585908 +2,"Suicides of nearly 60,000 Indian farmers linked to climate change, study claims + +https://t.co/XWXMx5h4U5",296403 +1,RT @cathdweeb: me with full knowledge of global warming https://t.co/pcrnZ2ChWb,386076 +2,RT @GrindTV: New head of EPA says climate change not caused primarily by carbon dioxide https://t.co/Kl8fcjGOeL,830383 +-1,"RT @HerberMp: @sness5561_ness Al Gore is a idiot! He thinks climate change is the cause of all our problems. Always has, always w…",213863 +1,"#scottpruit climate change comments would be like NASA saying, 'The moon landing is complicated, a hoax or not? further study is needed.”",447067 +0,RT @ThePowersThatBe: Now if she could only be convinced that hyperbole is a leading cause of global warming https://t.co/yyVUHdpSE2,127777 +2,The quest to capture and store carbon — and slow climate change — just reached a new milestone… https://t.co/O1jLyeqLgt,705048 +0,This global warming so late in the season is pretty annoying ��,572819 +1,RT @StephenSchlegel: she's thinking about how she's going to die because your husband doesn't believe in climate change https://t.co/SjoFoN…,426353 +1,RT @SierraClub: 2016: hottest year in history. Also in 2016: 182 Members of Congress denied climate change is real. https://t.co/XMOvALz3c9…,989478 +1,"RT @thinkprogress: EPA head falsely claims carbon emissions aren’t the cause of global warming +https://t.co/owbqKlSyMx https://t.co/i19vAgE…",442853 +1,"RT @ezlusztig: They took down the material on global warming, LGBT rights, and health care. But now they're hocking Melania's QVC. https://…",22001 +2,RT @washingtonpost: How climate change could be breaking up a 200-million-year-old relationship https://t.co/rPFGvb2pLq,17856 +0,notiven: RT: nytimesworld :What does Trump actually believe about climate change? Rick Perry joins other aides in … https://t.co/0Mp2,384248 +-1,"RT @sara8smiles: Hey liberals the climate change crap is a hoax that ties to #Agenda2030. +The Climate is Being Changed by…",819732 +0,RT @Chet_Cannon: .@kurteichenwald's 'climate change equation' in 4 screenshots https://t.co/lp7UufcxDQ,806319