![\"Open](\"https://colab.research.google.com/assets/colab-badge.svg\"){kind=icon}
"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "source": [
+ ""
+ ],
+ "metadata": {
+ "id": "2yqFaNQOFGyY"
+ }
+ },
+ {
+ "cell_type": "markdown",
+ "source": [
+ ""
+ ],
+ "metadata": {
+ "id": "JHAg9H67GIno"
+ }
+ },
+ {
+ "cell_type": "markdown",
+ "source": [
+ ""
+ ],
+ "metadata": {
+ "id": "xD6V1YMUJlVZ"
+ }
+ },
+ {
+ "cell_type": "markdown",
+ "source": [
+ ""
+ ],
+ "metadata": {
+ "id": "uNcaG5f-KlP0"
+ }
+ },
+ {
+ "cell_type": "markdown",
+ "source": [
+ ""
+ ],
+ "metadata": {
+ "id": "igFy0QbAKwYZ"
+ }
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 1,
+ "metadata": {
+ "colab": {
+ "base_uri": "https://localhost:8080/"
+ },
+ "id": "hbyVadJ3YF4O",
+ "outputId": "ffcad027-013a-4a8e-a0c7-489449f2d3e6"
+ },
+ "outputs": [
+ {
+ "output_type": "stream",
+ "name": "stdout",
+ "text": [
+ "Requirement already satisfied: pandas in /usr/local/lib/python3.10/dist-packages (1.5.3)\n",
+ "Requirement already satisfied: python-dateutil>=2.8.1 in /usr/local/lib/python3.10/dist-packages (from pandas) (2.8.2)\n",
+ "Requirement already satisfied: pytz>=2020.1 in /usr/local/lib/python3.10/dist-packages (from pandas) (2023.3.post1)\n",
+ "Requirement already satisfied: numpy>=1.21.0 in /usr/local/lib/python3.10/dist-packages (from pandas) (1.23.5)\n",
+ "Requirement already satisfied: six>=1.5 in /usr/local/lib/python3.10/dist-packages (from python-dateutil>=2.8.1->pandas) (1.16.0)\n"
+ ]
+ }
+ ],
+ "source": [
+ "pip install pandas\n"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "source": [
+ "pip install matplotlib"
+ ],
+ "metadata": {
+ "colab": {
+ "base_uri": "https://localhost:8080/"
+ },
+ "id": "RMen5BHLY1Kq",
+ "outputId": "b70c40a4-cd00-4ebf-889f-046bdb179deb"
+ },
+ "execution_count": 2,
+ "outputs": [
+ {
+ "output_type": "stream",
+ "name": "stdout",
+ "text": [
+ "Requirement already satisfied: matplotlib in /usr/local/lib/python3.10/dist-packages (3.7.1)\n",
+ "Requirement already satisfied: contourpy>=1.0.1 in /usr/local/lib/python3.10/dist-packages (from matplotlib) (1.1.1)\n",
+ "Requirement already satisfied: cycler>=0.10 in /usr/local/lib/python3.10/dist-packages (from matplotlib) (0.12.1)\n",
+ "Requirement already satisfied: fonttools>=4.22.0 in /usr/local/lib/python3.10/dist-packages (from matplotlib) (4.43.1)\n",
+ "Requirement already satisfied: kiwisolver>=1.0.1 in /usr/local/lib/python3.10/dist-packages (from matplotlib) (1.4.5)\n",
+ "Requirement already satisfied: numpy>=1.20 in /usr/local/lib/python3.10/dist-packages (from matplotlib) (1.23.5)\n",
+ "Requirement already satisfied: packaging>=20.0 in /usr/local/lib/python3.10/dist-packages (from matplotlib) (23.2)\n",
+ "Requirement already satisfied: pillow>=6.2.0 in /usr/local/lib/python3.10/dist-packages (from matplotlib) (9.4.0)\n",
+ "Requirement already satisfied: pyparsing>=2.3.1 in /usr/local/lib/python3.10/dist-packages (from matplotlib) (3.1.1)\n",
+ "Requirement already satisfied: python-dateutil>=2.7 in /usr/local/lib/python3.10/dist-packages (from matplotlib) (2.8.2)\n",
+ "Requirement already satisfied: six>=1.5 in /usr/local/lib/python3.10/dist-packages (from python-dateutil>=2.7->matplotlib) (1.16.0)\n"
+ ]
+ }
+ ]
+ },
+ {
+ "cell_type": "code",
+ "source": [
+ "#baixando as bibliotecas\n",
+ "import pandas as pd\n",
+ "import matplotlib.pyplot as plt"
+ ],
+ "metadata": {
+ "id": "wZnf_Fe7Y7I1"
+ },
+ "execution_count": 3,
+ "outputs": []
+ },
+ {
+ "cell_type": "code",
+ "source": [
+ "#lendo o arquivo csv\n",
+ "df = pd.read_csv(\"/catsvdogs.csv\", sep=\",\" , encoding= 'UTF-8')"
+ ],
+ "metadata": {
+ "id": "BLFY9IjcZEBe"
+ },
+ "execution_count": 5,
+ "outputs": []
+ },
+ {
+ "cell_type": "code",
+ "source": [
+ "#mostrando que tipo é o dataframe=df\n",
+ "print(type(df))"
+ ],
+ "metadata": {
+ "colab": {
+ "base_uri": "https://localhost:8080/"
+ },
+ "id": "k2wUblxyZlD4",
+ "outputId": "b21daff6-91ce-4f5e-9b80-3afa91c2ca24"
+ },
+ "execution_count": 7,
+ "outputs": [
+ {
+ "output_type": "stream",
+ "name": "stdout",
+ "text": [
+ "| \n", + " | Location | \n", + "Number of Households (in 1000) | \n", + "Percentage of households with pets | \n", + "Number of Pet Households (in 1000) | \n", + "Percentage of Dog Owners | \n", + "Dog Owning Households (1000s) | \n", + "Mean Number of Dogs per household | \n", + "Dog Population (in 1000) | \n", + "Percentage of Cat Owners | \n", + "Cat Owning Households | \n", + "Mean Number of Cats | \n", + "Cat Population | \n", + "
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | \n", + "Alabama | \n", + "1828 | \n", + "59.5 | \n", + "1088 | \n", + "44.1 | \n", + "807 | \n", + "1.7 | \n", + "141 | \n", + "27.4 | \n", + "501 | \n", + "2.5 | \n", + "1252 | \n", + "
| 1 | \n", + "Arizona | \n", + "2515 | \n", + "59.5 | \n", + "1497 | \n", + "40.1 | \n", + "1008 | \n", + "1.8 | \n", + "1798 | \n", + "29.6 | \n", + "743 | \n", + "1.9 | \n", + "1438 | \n", + "
| 2 | \n", + "Arkansas | \n", + "1148 | \n", + "62.4 | \n", + "716 | \n", + "47.9 | \n", + "550 | \n", + "2.0 | \n", + "1097 | \n", + "30.6 | \n", + "351 | \n", + "2.3 | \n", + "810 | \n", + "
| 3 | \n", + "California | \n", + "12974 | \n", + "52.9 | \n", + "6865 | \n", + "32.8 | \n", + "426 | \n", + "1.6 | \n", + "6687 | \n", + "28.3 | \n", + "3687 | \n", + "1.9 | \n", + "7118 | \n", + "
| 4 | \n", + "Colorado | \n", + "1986 | \n", + "61.3 | \n", + "1217 | \n", + "42.5 | \n", + "845 | \n", + "1.6 | \n", + "1349 | \n", + "32.3 | \n", + "642 | \n", + "1.9 | \n", + "1191 | \n", + "
| 5 | \n", + "Connecticut | \n", + "1337 | \n", + "54.4 | \n", + "728 | \n", + "28.3 | \n", + "379 | \n", + "1.3 | \n", + "507 | \n", + "31.9 | \n", + "427 | \n", + "1.9 | \n", + "796 | \n", + "
| 6 | \n", + "Delaware | \n", + "334 | \n", + "56.6 | \n", + "189 | \n", + "33.7 | \n", + "113 | \n", + "1.4 | \n", + "163 | \n", + "33.7 | \n", + "113 | \n", + "1.7 | \n", + "187 | \n", + "
| 7 | \n", + "District of Columbia | \n", + "287 | \n", + "21.9 | \n", + "63 | \n", + "13.1 | \n", + "38 | \n", + "1.1 | \n", + "42 | \n", + "11.6 | \n", + "33 | \n", + "1.9 | \n", + "63 | \n", + "
| \n", + " | Localização | \n", + "Número de famílias (1000) | \n", + "Porcentagem de famílias com Pets (%) | \n", + "Número de famílias com Pets (1000) | \n", + "Porcentagem de donos de cães (%) | \n", + "Famílias com cães (milhares) | \n", + "Média de cães por famílias | \n", + "População canina (1000) | \n", + "Porcentagem de donos de gatos (%) | \n", + "Famílias com gatos | \n", + "Média de gatos por famílias | \n", + "População felina | \n", + "
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | \n", + "Alabama | \n", + "1828 | \n", + "59.5 | \n", + "1088 | \n", + "44.1 | \n", + "807 | \n", + "1.7 | \n", + "141 | \n", + "27.4 | \n", + "501 | \n", + "2.5 | \n", + "1252 | \n", + "
| 1 | \n", + "Arizona | \n", + "2515 | \n", + "59.5 | \n", + "1497 | \n", + "40.1 | \n", + "1008 | \n", + "1.8 | \n", + "1798 | \n", + "29.6 | \n", + "743 | \n", + "1.9 | \n", + "1438 | \n", + "
| 2 | \n", + "Arkansas | \n", + "1148 | \n", + "62.4 | \n", + "716 | \n", + "47.9 | \n", + "550 | \n", + "2.0 | \n", + "1097 | \n", + "30.6 | \n", + "351 | \n", + "2.3 | \n", + "810 | \n", + "
| 3 | \n", + "California | \n", + "12974 | \n", + "52.9 | \n", + "6865 | \n", + "32.8 | \n", + "426 | \n", + "1.6 | \n", + "6687 | \n", + "28.3 | \n", + "3687 | \n", + "1.9 | \n", + "7118 | \n", + "
| 4 | \n", + "Colorado | \n", + "1986 | \n", + "61.3 | \n", + "1217 | \n", + "42.5 | \n", + "845 | \n", + "1.6 | \n", + "1349 | \n", + "32.3 | \n", + "642 | \n", + "1.9 | \n", + "1191 | \n", + "
| 5 | \n", + "Connecticut | \n", + "1337 | \n", + "54.4 | \n", + "728 | \n", + "28.3 | \n", + "379 | \n", + "1.3 | \n", + "507 | \n", + "31.9 | \n", + "427 | \n", + "1.9 | \n", + "796 | \n", + "
| 6 | \n", + "Delaware | \n", + "334 | \n", + "56.6 | \n", + "189 | \n", + "33.7 | \n", + "113 | \n", + "1.4 | \n", + "163 | \n", + "33.7 | \n", + "113 | \n", + "1.7 | \n", + "187 | \n", + "
| 7 | \n", + "District of Columbia | \n", + "287 | \n", + "21.9 | \n", + "63 | \n", + "13.1 | \n", + "38 | \n", + "1.1 | \n", + "42 | \n", + "11.6 | \n", + "33 | \n", + "1.9 | \n", + "63 | \n", + "
| 8 | \n", + "Florida | \n", + "7609 | \n", + "54.4 | \n", + "4138 | \n", + "35.7 | \n", + "2718 | \n", + "1.5 | \n", + "421 | \n", + "27.3 | \n", + "2079 | \n", + "2.1 | \n", + "4375 | \n", + "
| 9 | \n", + "Georgia | \n", + "3798 | \n", + "55.1 | \n", + "2093 | \n", + "40.1 | \n", + "1522 | \n", + "1.6 | \n", + "2479 | \n", + "27.3 | \n", + "1037 | \n", + "2.1 | \n", + "2162 | \n", + "
| \n", + " | count | \n", + "mean | \n", + "std | \n", + "min | \n", + "50% | \n", + "99% | \n", + "max | \n", + "
|---|---|---|---|---|---|---|---|
| Número de famílias com Pets (1000) | \n", + "49.0 | \n", + "1314.306122 | \n", + "1368.444101 | \n", + "63.0 | \n", + "951.0 | \n", + "6097.0 | \n", + "6865.0 | \n", + "
| \n", + " | Localização | \n", + "Número de famílias com Pets (1000) | \n", + "
|---|---|---|
| 3 | \n", + "California | \n", + "6865 | \n", + "
| 41 | \n", + "Texas | \n", + "5265 | \n", + "
| 8 | \n", + "Florida | \n", + "4138 | \n", + "
| 30 | \n", + "New York | \n", + "3802 | \n", + "
| 36 | \n", + "Pennsylvania | \n", + "2942 | \n", + "
| \n", + " | Localização | \n", + "Famílias com gatos | \n", + "
|---|---|---|
| 3 | \n", + "California | \n", + "3687 | \n", + "
| 41 | \n", + "Texas | \n", + "2544 | \n", + "
| 30 | \n", + "New York | \n", + "2189 | \n", + "
| 8 | \n", + "Florida | \n", + "2079 | \n", + "
| 36 | \n", + "Pennsylvania | \n", + "1748 | \n", + "
| \n", + " | Localização | \n", + "Famílias com cães (milhares) | \n", + "
|---|---|---|
| 43 | \n", + "Vermont | \n", + "100 | \n", + "
| 1 | \n", + "Arizona | \n", + "1008 | \n", + "
| 28 | \n", + "New Jersey | \n", + "1028 | \n", + "
| 44 | \n", + "Virginia | \n", + "1069 | \n", + "
| 6 | \n", + "Delaware | \n", + "113 | \n", + "