From 46a2a8de5c388363edcd61ec598b1dd39acecc92 Mon Sep 17 00:00:00 2001 From: rafaellafiel Date: Thu, 2 Nov 2023 16:54:39 -0300 Subject: [PATCH] projeto guiado semana treze --- exercicios/para-casa/Social_Network_Ads.csv | 401 +++ exercicios/para-casa/exerciciosql.py | 28 + exercicios/para-casa/projeto.ipynb | 2874 +++++++++++++++++++ exercicios/para-casa/propaganda.db | Bin 0 -> 20480 bytes exercicios/para-casa/spotify.csv | 954 ++++++ 5 files changed, 4257 insertions(+) create mode 100644 exercicios/para-casa/Social_Network_Ads.csv create mode 100644 exercicios/para-casa/exerciciosql.py create mode 100644 exercicios/para-casa/projeto.ipynb create mode 100644 exercicios/para-casa/propaganda.db create mode 100644 exercicios/para-casa/spotify.csv diff --git a/exercicios/para-casa/Social_Network_Ads.csv b/exercicios/para-casa/Social_Network_Ads.csv new file mode 100644 index 0000000..ef8b696 --- /dev/null +++ b/exercicios/para-casa/Social_Network_Ads.csv @@ -0,0 +1,401 @@ 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a/exercicios/para-casa/exerciciosql.py b/exercicios/para-casa/exerciciosql.py new file mode 100644 index 0000000..ebfa985 --- /dev/null +++ b/exercicios/para-casa/exerciciosql.py @@ -0,0 +1,28 @@ +import csv +import sqlite3 + +file = open("Social_Network_Ads.csv", encoding= "UTF-8") + +conteudo = csv.reader(file) + +connection = sqlite3.connect("propaganda.db") + +cursor = connection.cursor() + +cursor.execute("""CREATE TABLE IF NOT EXISTS produto ( +id INTEGER PRIMARY KEY AUTOINCREMENT, +Age INTEGER, +EstimatedSalary INTEGER, +Purchased INTEGER)""") + +inserir_conteudo = "INSERT INTO produto (Age, EstimatedSalary, Purchased) VALUES (?, ?, ?)" +cursor.executemany(inserir_conteudo,conteudo) + +selecionar_tudo = "SELECT * FROM produto" +entradas = cursor.execute(selecionar_tudo).fetchall() + +for entrada in entradas: + print(entrada) + +connection.commit() +connection.close() \ No newline at end of file diff --git a/exercicios/para-casa/projeto.ipynb b/exercicios/para-casa/projeto.ipynb new file mode 100644 index 0000000..7fe94ff --- /dev/null +++ b/exercicios/para-casa/projeto.ipynb @@ -0,0 +1,2874 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Projeto Guiado III\n", + "Nesse projeto irei utilizar o mesmo banco de dados do exercício da semana anterior, no entanto, tentando executar o que deu erro e tentando trazer outras análises que não foram feitas.\n", + "O banco de dados mostra uma lista de musicas mais ouvidas no spotify no ano de 2023. Observei que são as mais ouvidas nos EUA.\n", + "O arquivo csv exibe variados dados, como nome da música, do artista, numero de artistas envolvidos, ano/mês/dia de lançamento, posição nos charts do spotify, apple music e shazam, batidas por minuto e porcentagens relacionadas a dançabilidade, energia, etc." + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [], + "source": [ + "import pandas as pd\n", + "import matplotlib.pyplot as plt" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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track_nameartist(s)_nameartist_countreleased_yearreleased_monthreleased_dayin_spotify_playlistsin_spotify_chartsstreamsin_apple_playlists...bpmkeymodedanceability_%valence_%energy_%acousticness_%instrumentalness_%liveness_%speechiness_%
0Seven (feat. Latto) (Explicit Ver.)Latto, Jung Kook2202371455314714138170343...125BMajor80898331084
1LALAMyke Towers1202332314744813371628648...92C#Major71617470104
2vampireOlivia Rodrigo12023630139711314000397494...138FMajor513253170316
3Cruel SummerTaylor Swift120198237858100800840817116...170AMajor5558721101115
4WHERE SHE GOESBad Bunny1202351831335030323632284...144AMinor6523801463116
..................................................................
948My Mind & MeSelena Gomez1202211395309147336361...144AMajor60243957083
949Bigger Than The Whole SkyTaylor Swift120221021118001218718704...166F#Major42724831126
950A Veces (feat. Feid)Feid, Paulo Londra220221135730735136832...92C#Major8081674086
951En La De EllaFeid, Sech, Jhayco3202210201320013389561229...97C#Major82677780125
952AloneBurna Boy1202211478229600739127...90EMinor613267150115
\n", + "

953 rows × 24 columns

\n", + "
" + ], + "text/plain": [ + " track_name artist(s)_name artist_count \\\n", + "0 Seven (feat. Latto) (Explicit Ver.) Latto, Jung Kook 2 \n", + "1 LALA Myke Towers 1 \n", + "2 vampire Olivia Rodrigo 1 \n", + "3 Cruel Summer Taylor Swift 1 \n", + "4 WHERE SHE GOES Bad Bunny 1 \n", + ".. ... ... ... \n", + "948 My Mind & Me Selena Gomez 1 \n", + "949 Bigger Than The Whole Sky Taylor Swift 1 \n", + "950 A Veces (feat. Feid) Feid, Paulo Londra 2 \n", + "951 En La De Ella Feid, Sech, Jhayco 3 \n", + "952 Alone Burna Boy 1 \n", + "\n", + " released_year released_month released_day in_spotify_playlists \\\n", + "0 2023 7 14 553 \n", + "1 2023 3 23 1474 \n", + "2 2023 6 30 1397 \n", + "3 2019 8 23 7858 \n", + "4 2023 5 18 3133 \n", + ".. ... ... ... ... \n", + "948 2022 11 3 953 \n", + "949 2022 10 21 1180 \n", + "950 2022 11 3 573 \n", + "951 2022 10 20 1320 \n", + "952 2022 11 4 782 \n", + "\n", + " in_spotify_charts streams in_apple_playlists ... bpm key mode \\\n", + "0 147 141381703 43 ... 125 B Major \n", + "1 48 133716286 48 ... 92 C# Major \n", + "2 113 140003974 94 ... 138 F Major \n", + "3 100 800840817 116 ... 170 A Major \n", + "4 50 303236322 84 ... 144 A Minor \n", + ".. ... ... ... ... ... .. ... \n", + "948 0 91473363 61 ... 144 A Major \n", + "949 0 121871870 4 ... 166 F# Major \n", + "950 0 73513683 2 ... 92 C# Major \n", + "951 0 133895612 29 ... 97 C# Major \n", + "952 2 96007391 27 ... 90 E Minor \n", + "\n", + " danceability_% valence_% energy_% acousticness_% instrumentalness_% \\\n", + "0 80 89 83 31 0 \n", + "1 71 61 74 7 0 \n", + "2 51 32 53 17 0 \n", + "3 55 58 72 11 0 \n", + "4 65 23 80 14 63 \n", + ".. ... ... ... ... ... \n", + "948 60 24 39 57 0 \n", + "949 42 7 24 83 1 \n", + "950 80 81 67 4 0 \n", + "951 82 67 77 8 0 \n", + "952 61 32 67 15 0 \n", + "\n", + " liveness_% speechiness_% \n", + "0 8 4 \n", + "1 10 4 \n", + "2 31 6 \n", + "3 11 15 \n", + "4 11 6 \n", + ".. ... ... \n", + "948 8 3 \n", + "949 12 6 \n", + "950 8 6 \n", + "951 12 5 \n", + "952 11 5 \n", + "\n", + "[953 rows x 24 columns]" + ] + }, + "execution_count": 2, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df = pd.read_csv(\"spotify.csv\", sep=\",\" , encoding= 'latin-1')\n", + "df" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Informações iniciais e tradução das colunas" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n" + ] + } + ], + "source": [ + "# Mostrar o tipo do dataframe\n", + "print(type(df))" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "RangeIndex: 953 entries, 0 to 952\n", + "Data columns (total 24 columns):\n", + " # Column Non-Null Count Dtype \n", + "--- ------ -------------- ----- \n", + " 0 nome da musica 953 non-null object\n", + " 1 artista 953 non-null object\n", + " 2 artistas envolvidos 953 non-null int64 \n", + " 3 ano de lancamento 953 non-null int64 \n", + " 4 mes de lancamento 953 non-null int64 \n", + " 5 dia de lancamento 953 non-null int64 \n", + " 6 playlists no spotify 953 non-null int64 \n", + " 7 popularidade 953 non-null int64 \n", + " 8 streams 953 non-null object\n", + " 9 playlists na apple 953 non-null int64 \n", + " 10 posicao na apple 953 non-null int64 \n", + " 11 playlists no deezer 953 non-null object\n", + " 12 posicao no deezer 953 non-null int64 \n", + " 13 posicao no shazam 903 non-null object\n", + " 14 batidas por minuto 953 non-null int64 \n", + " 15 tom 858 non-null object\n", + " 16 escala 953 non-null object\n", + " 17 dancavel 953 non-null int64 \n", + " 18 positividade 953 non-null int64 \n", + " 19 energia 953 non-null int64 \n", + " 20 som acustico 953 non-null int64 \n", + " 21 instrumental 953 non-null int64 \n", + " 22 ao vivo 953 non-null int64 \n", + " 23 palavras 953 non-null int64 \n", + "dtypes: int64(17), object(7)\n", + "memory usage: 178.8+ KB\n" + ] + } + ], + "source": [ + "# Mostrar informações do dataframe\n", + "df.info()" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "RangeIndex: 953 entries, 0 to 952\n", + "Data columns (total 24 columns):\n", + " # Column Non-Null Count Dtype \n", + "--- ------ -------------- ----- \n", + " 0 nome da musica 953 non-null object\n", + " 1 artista 953 non-null object\n", + " 2 artistas envolvidos 953 non-null int64 \n", + " 3 ano de lancamento 953 non-null int64 \n", + " 4 mes de lancamento 953 non-null int64 \n", + " 5 dia de lancamento 953 non-null int64 \n", + " 6 playlists no spotify 953 non-null int64 \n", + " 7 popularidade 953 non-null int64 \n", + " 8 streams 953 non-null object\n", + " 9 playlists na apple 953 non-null int64 \n", + " 10 posicao na apple 953 non-null int64 \n", + " 11 playlists no deezer 953 non-null object\n", + " 12 posicao no deezer 953 non-null int64 \n", + " 13 posicao no shazam 903 non-null object\n", + " 14 batidas por minuto 953 non-null int64 \n", + " 15 tom 858 non-null object\n", + " 16 escala 953 non-null object\n", + " 17 dancavel 953 non-null int64 \n", + " 18 positividade 953 non-null int64 \n", + " 19 energia 953 non-null int64 \n", + " 20 som acustico 953 non-null int64 \n", + " 21 instrumental 953 non-null int64 \n", + " 22 ao vivo 953 non-null int64 \n", + " 23 palavras 953 non-null int64 \n", + "dtypes: int64(17), object(7)\n", + "memory usage: 546.2 KB\n" + ] + } + ], + "source": [ + "# Mostrar memória utilizada no df\n", + "df.info(memory_usage=\"deep\")" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "['nome da musica',\n", + " 'artista',\n", + " 'artistas envolvidos',\n", + " 'ano de lancamento',\n", + " 'mes de lancamento',\n", + " 'dia de lancamento',\n", + " 'playlists no spotify',\n", + " 'popularidade',\n", + " 'streams',\n", + " 'playlists na apple',\n", + " 'posicao na apple',\n", + " 'playlists no deezer',\n", + " 'posicao no deezer',\n", + " 'posicao no shazam',\n", + " 'batidas por minuto',\n", + " 'tom',\n", + " 'escala',\n", + " 'dancavel',\n", + " 'positividade',\n", + " 'energia',\n", + " 'som acustico',\n", + " 'instrumental',\n", + " 'ao vivo',\n", + " 'palavras']" + ] + }, + "execution_count": 3, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# Função para traduzir colunas para português\n", + "traducoes = {\n", + " 'track_name': 'nome da musica',\n", + " 'artist(s)_name': 'artista',\n", + " 'artist_count': 'artistas envolvidos',\n", + " 'released_year': 'ano de lancamento',\n", + " 'released_month': 'mes de lancamento',\n", + " 'released_day': 'dia de lancamento',\n", + " 'in_spotify_playlists': 'playlists no spotify',\n", + " 'in_spotify_charts': 'popularidade',\n", + " 'streams': 'streams',\n", + " 'in_apple_playlists': 'playlists na apple',\n", + " 'in_apple_charts': 'posicao na apple',\n", + " 'in_deezer_playlists': 'playlists no deezer',\n", + " 'in_deezer_charts': 'posicao no deezer',\n", + " 'in_shazam_charts': 'posicao no shazam',\n", + " 'bpm': 'batidas por minuto',\n", + " 'key': 'tom',\n", + " 'mode': 'escala',\n", + " 'danceability_%': 'dancavel',\n", + " 'valence_%': 'positividade',\n", + " 'energy_%': 'energia',\n", + " 'acousticness_%': 'som acustico',\n", + " 'instrumentalness_%': 'instrumental',\n", + " 'liveness_%': 'ao vivo',\n", + " 'speechiness_%': 'palavras'\n", + "}\n", + "\n", + "novas_colunas = []\n", + "for chave, valor in traducoes.items():\n", + " novas_colunas.append(valor)\n", + "\n", + "novas_colunas" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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0Seven (feat. Latto) (Explicit Ver.)Latto, Jung Kook2202371455314714138170343...125BMajor80898331084
1LALAMyke Towers1202332314744813371628648...92C#Major71617470104
2vampireOlivia Rodrigo12023630139711314000397494...138FMajor513253170316
3Cruel SummerTaylor Swift120198237858100800840817116...170AMajor5558721101115
4WHERE SHE GOESBad Bunny1202351831335030323632284...144AMinor6523801463116
..................................................................
948My Mind & MeSelena Gomez1202211395309147336361...144AMajor60243957083
949Bigger Than The Whole SkyTaylor Swift120221021118001218718704...166F#Major42724831126
950A Veces (feat. Feid)Feid, Paulo Londra220221135730735136832...92C#Major8081674086
951En La De EllaFeid, Sech, Jhayco3202210201320013389561229...97C#Major82677780125
952AloneBurna Boy1202211478229600739127...90EMinor613267150115
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953 rows × 24 columns

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mean1.5561392018.2381956.03357813.9307455200.12486912.00944467.81217251.9087092.666317122.54039966.9695751.43127064.27911927.0577121.58132218.21301210.131165
std0.89304411.1162183.5664359.2019497897.60899019.57599286.44149350.6302416.03559928.05780214.6306123.48063216.55052625.9960778.40980013.7112239.912888
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50%1.0000002022.0000006.00000013.0000002224.0000003.00000034.00000038.0000000.000000121.00000069.0000051.00000066.00000018.0000000.00000012.0000006.000000
75%2.0000002022.0000009.00000022.0000005542.00000016.00000088.00000087.0000002.000000140.00000078.0000070.00000077.00000043.0000000.00000024.00000011.000000
max8.0000002023.00000012.00000031.00000052898.000000147.000000672.000000275.00000058.000000206.00000096.0000097.00000097.00000097.00000091.00000097.00000064.000000
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" + ], + "text/plain": [ + " artistas envolvidos ano de lancamento mes de lancamento \\\n", + "count 953.000000 953.000000 953.000000 \n", + "mean 1.556139 2018.238195 6.033578 \n", + "std 0.893044 11.116218 3.566435 \n", + "min 1.000000 1930.000000 1.000000 \n", + "25% 1.000000 2020.000000 3.000000 \n", + "50% 1.000000 2022.000000 6.000000 \n", + "75% 2.000000 2022.000000 9.000000 \n", + "max 8.000000 2023.000000 12.000000 \n", + "\n", + " dia de lancamento playlists no spotify popularidade \\\n", + "count 953.000000 953.000000 953.000000 \n", + "mean 13.930745 5200.124869 12.009444 \n", + "std 9.201949 7897.608990 19.575992 \n", + "min 1.000000 31.000000 0.000000 \n", + "25% 6.000000 875.000000 0.000000 \n", + "50% 13.000000 2224.000000 3.000000 \n", + "75% 22.000000 5542.000000 16.000000 \n", + "max 31.000000 52898.000000 147.000000 \n", + "\n", + " playlists na apple posicao na apple posicao no deezer \\\n", + "count 953.000000 953.000000 953.000000 \n", + "mean 67.812172 51.908709 2.666317 \n", + "std 86.441493 50.630241 6.035599 \n", + "min 0.000000 0.000000 0.000000 \n", + "25% 13.000000 7.000000 0.000000 \n", + "50% 34.000000 38.000000 0.000000 \n", + "75% 88.000000 87.000000 2.000000 \n", + "max 672.000000 275.000000 58.000000 \n", + "\n", + " batidas por minuto dancavel positividade energia som acustico \\\n", + "count 953.000000 953.00000 953.000000 953.000000 953.000000 \n", + "mean 122.540399 66.96957 51.431270 64.279119 27.057712 \n", + "std 28.057802 14.63061 23.480632 16.550526 25.996077 \n", + "min 65.000000 23.00000 4.000000 9.000000 0.000000 \n", + "25% 100.000000 57.00000 32.000000 53.000000 6.000000 \n", + "50% 121.000000 69.00000 51.000000 66.000000 18.000000 \n", + "75% 140.000000 78.00000 70.000000 77.000000 43.000000 \n", + "max 206.000000 96.00000 97.000000 97.000000 97.000000 \n", + "\n", + " instrumental ao vivo palavras \n", + "count 953.000000 953.000000 953.000000 \n", + "mean 1.581322 18.213012 10.131165 \n", + "std 8.409800 13.711223 9.912888 \n", + "min 0.000000 3.000000 2.000000 \n", + "25% 0.000000 10.000000 4.000000 \n", + "50% 0.000000 12.000000 6.000000 \n", + "75% 0.000000 24.000000 11.000000 \n", + "max 91.000000 97.000000 64.000000 " + ] + }, + "execution_count": 22, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# Descrição do df\n", + "df.describe()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Análise dos dados e tratamento" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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nome da musicaartistaartistas envolvidosano de lancamentomes de lancamentodia de lancamentoplaylists no spotifypopularidadestreamsplaylists na apple...batidas por minutotomescaladancavelpositividadeenergiasom acusticoinstrumentalao vivopalavras
231CUFF ITBeyoncï¿12022729784210595900742215...115GMajor78646940714
236AMERICA HAS A PROBLEM (feat. Kendrick Lamar)Kendrick Lamar, Beyoncï¿2202351989605708906634...126C#Major78207010164
863BREAK MY SOULBeyoncï¿1202262197240354614964222...115C#Minor70878840268
887ALIEN SUPERSTARBeyoncï¿120227292688017178848439...122A#Minor554664001710
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4 rows × 24 columns

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" + ], + "text/plain": [ + " nome da musica artista \\\n", + "231 CUFF IT Beyoncï¿ \n", + "236 AMERICA HAS A PROBLEM (feat. Kendrick Lamar) Kendrick Lamar, Beyoncï¿ \n", + "863 BREAK MY SOUL Beyoncï¿ \n", + "887 ALIEN SUPERSTAR Beyoncï¿ \n", + "\n", + " artistas envolvidos ano de lancamento mes de lancamento \\\n", + "231 1 2022 7 \n", + "236 2 2023 5 \n", + "863 1 2022 6 \n", + "887 1 2022 7 \n", + "\n", + " dia de lancamento playlists no spotify popularidade streams \\\n", + "231 29 7842 10 595900742 \n", + "236 19 896 0 57089066 \n", + "863 21 9724 0 354614964 \n", + "887 29 2688 0 171788484 \n", + "\n", + " playlists na apple ... batidas por minuto tom escala dancavel \\\n", + "231 215 ... 115 G Major 78 \n", + "236 34 ... 126 C# Major 78 \n", + "863 222 ... 115 C# Minor 70 \n", + "887 39 ... 122 A# Minor 55 \n", + "\n", + " positividade energia som acustico instrumental ao vivo palavras \n", + "231 64 69 4 0 7 14 \n", + "236 20 70 1 0 16 4 \n", + "863 87 88 4 0 26 8 \n", + "887 46 64 0 0 17 10 \n", + "\n", + "[4 rows x 24 columns]" + ] + }, + "execution_count": 5, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# há musicas da Beyonce na lista?\n", + "df_beyonce = df[df['artista'].str.contains('Beyonc')]\n", + "df_beyonce" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": {}, + "outputs": [], + "source": [ + "# Vamos substituir 'Beyoncï¿' na coluna 'artista' para 'Beyoncé'\n", + "df['artista'] = df['artista'].replace({'Beyoncï¿': 'Beyoncé'})" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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nome da musicaartistaartistas envolvidosano de lancamentomes de lancamentodia de lancamentoplaylists no spotifypopularidadestreamsplaylists na apple...batidas por minutotomescaladancavelpositividadeenergiasom acusticoinstrumentalao vivopalavras
231CUFF ITBeyoncé12022729784210595900742215...115GMajor78646940714
236AMERICA HAS A PROBLEM (feat. Kendrick Lamar)Kendrick Lamar, Beyoncï¿2202351989605708906634...126C#Major78207010164
863BREAK MY SOULBeyoncé1202262197240354614964222...115C#Minor70878840268
887ALIEN SUPERSTARBeyoncé120227292688017178848439...122A#Minor554664001710
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4 rows × 24 columns

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" + ], + "text/plain": [ + " nome da musica artista \\\n", + "231 CUFF IT Beyoncé \n", + "236 AMERICA HAS A PROBLEM (feat. Kendrick Lamar) Kendrick Lamar, Beyoncï¿ \n", + "863 BREAK MY SOUL Beyoncé \n", + "887 ALIEN SUPERSTAR Beyoncé \n", + "\n", + " artistas envolvidos ano de lancamento mes de lancamento \\\n", + "231 1 2022 7 \n", + "236 2 2023 5 \n", + "863 1 2022 6 \n", + "887 1 2022 7 \n", + "\n", + " dia de lancamento playlists no spotify popularidade streams \\\n", + "231 29 7842 10 595900742 \n", + "236 19 896 0 57089066 \n", + "863 21 9724 0 354614964 \n", + "887 29 2688 0 171788484 \n", + "\n", + " playlists na apple ... batidas por minuto tom escala dancavel \\\n", + "231 215 ... 115 G Major 78 \n", + "236 34 ... 126 C# Major 78 \n", + "863 222 ... 115 C# Minor 70 \n", + "887 39 ... 122 A# Minor 55 \n", + "\n", + " positividade energia som acustico instrumental ao vivo palavras \n", + "231 64 69 4 0 7 14 \n", + "236 20 70 1 0 16 4 \n", + "863 87 88 4 0 26 8 \n", + "887 46 64 0 0 17 10 \n", + "\n", + "[4 rows x 24 columns]" + ] + }, + "execution_count": 7, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# Filtrar as linhas que possuem musicas da Beyonce\n", + "df.iloc[[231,236,863,887],:]" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": {}, + "outputs": [], + "source": [ + "# Vamos substituir 'Kendrick Lamar, Beyoncï¿ na coluna 'artista' para Kendrick Lamar, Beyoncé\n", + "df['artista'] = df['artista'].replace({'Kendrick Lamar, Beyoncï¿': 'Kendrick Lamar, Beyoncé'})" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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nome da musicaartistaartistas envolvidosano de lancamentomes de lancamentodia de lancamentoplaylists no spotifypopularidadestreamsplaylists na apple...batidas por minutotomescaladancavelpositividadeenergiasom acusticoinstrumentalao vivopalavras
231CUFF ITBeyoncé12022729784210595900742215...115GMajor78646940714
236AMERICA HAS A PROBLEM (feat. Kendrick Lamar)Kendrick Lamar, Beyoncé2202351989605708906634...126C#Major78207010164
863BREAK MY SOULBeyoncé1202262197240354614964222...115C#Minor70878840268
887ALIEN SUPERSTARBeyoncé120227292688017178848439...122A#Minor554664001710
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4 rows × 24 columns

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" + ], + "text/plain": [ + " nome da musica artista \\\n", + "231 CUFF IT Beyoncé \n", + "236 AMERICA HAS A PROBLEM (feat. Kendrick Lamar) Kendrick Lamar, Beyoncé \n", + "863 BREAK MY SOUL Beyoncé \n", + "887 ALIEN SUPERSTAR Beyoncé \n", + "\n", + " artistas envolvidos ano de lancamento mes de lancamento \\\n", + "231 1 2022 7 \n", + "236 2 2023 5 \n", + "863 1 2022 6 \n", + "887 1 2022 7 \n", + "\n", + " dia de lancamento playlists no spotify popularidade streams \\\n", + "231 29 7842 10 595900742 \n", + "236 19 896 0 57089066 \n", + "863 21 9724 0 354614964 \n", + "887 29 2688 0 171788484 \n", + "\n", + " playlists na apple ... batidas por minuto tom escala dancavel \\\n", + "231 215 ... 115 G Major 78 \n", + "236 34 ... 126 C# Major 78 \n", + "863 222 ... 115 C# Minor 70 \n", + "887 39 ... 122 A# Minor 55 \n", + "\n", + " positividade energia som acustico instrumental ao vivo palavras \n", + "231 64 69 4 0 7 14 \n", + "236 20 70 1 0 16 4 \n", + "863 87 88 4 0 26 8 \n", + "887 46 64 0 0 17 10 \n", + "\n", + "[4 rows x 24 columns]" + ] + }, + "execution_count": 9, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# Filtrar novamente para verificar se está tudo substituído desta vez\n", + "df.iloc[[231,236,863,887],:]" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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nome da musicaartistaartistas envolvidosano de lancamentomes de lancamentodia de lancamentoplaylists no spotifypopularidadestreamsplaylists na apple...batidas por minutotomescaladancavelpositividadeenergiasom acusticoinstrumentalao vivopalavras
701EnvolverAnitta12021111146732546191065123...92EMinor81407315098
877La LotoAnitta, Tini, Becky G3202276945012118925649...90C#Major858083100811
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2 rows × 24 columns

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" + ], + "text/plain": [ + " nome da musica artista artistas envolvidos \\\n", + "701 Envolver Anitta 1 \n", + "877 La Loto Anitta, Tini, Becky G 3 \n", + "\n", + " ano de lancamento mes de lancamento dia de lancamento \\\n", + "701 2021 11 11 \n", + "877 2022 7 6 \n", + "\n", + " playlists no spotify popularidade streams playlists na apple ... \\\n", + "701 4673 2 546191065 123 ... \n", + "877 945 0 121189256 49 ... \n", + "\n", + " batidas por minuto tom escala dancavel positividade energia \\\n", + "701 92 E Minor 81 40 73 \n", + "877 90 C# Major 85 80 83 \n", + "\n", + " som acustico instrumental ao vivo palavras \n", + "701 15 0 9 8 \n", + "877 10 0 8 11 \n", + "\n", + "[2 rows x 24 columns]" + ] + }, + "execution_count": 11, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# há musicas de artistas brasileiras na lista? Vamos procurar pela Anitta\n", + "df_anitta = df[df['artista'].str.contains('Anitta')]\n", + "df_anitta" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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escala
0maior
1maior
2maior
3maior
4menor
......
948maior
949maior
950maior
951maior
952menor
\n", + "

953 rows × 1 columns

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" + ], + "text/plain": [ + " escala\n", + "0 maior\n", + "1 maior\n", + "2 maior\n", + "3 maior\n", + "4 menor\n", + ".. ...\n", + "948 maior\n", + "949 maior\n", + "950 maior\n", + "951 maior\n", + "952 menor\n", + "\n", + "[953 rows x 1 columns]" + ] + }, + "execution_count": 12, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# Vamos substituir os valores presentes na coluna 'escala' do df principal por 'maior' e 'menor'\n", + "df['escala'] = df['escala'].replace({'Major': 'maior', 'Minor': 'menor'})\n", + "df.loc[:, [\"escala\"]]" + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Valores nulos por coluna do dataframe:\n" + ] + }, + { + "data": { + "text/plain": [ + "nome da musica 0\n", + "artista 0\n", + "artistas envolvidos 0\n", + "ano de lancamento 0\n", + "mes de lancamento 0\n", + "dia de lancamento 0\n", + "playlists no spotify 0\n", + "popularidade 0\n", + "streams 0\n", + "playlists na apple 0\n", + "posicao na apple 0\n", + "playlists no deezer 0\n", + "posicao no deezer 0\n", + "posicao no shazam 50\n", + "batidas por minuto 0\n", + "tom 95\n", + "escala 0\n", + "dancavel 0\n", + "positividade 0\n", + "energia 0\n", + "som acustico 0\n", + "instrumental 0\n", + "ao vivo 0\n", + "palavras 0\n", + "dtype: int64" + ] + }, + "execution_count": 17, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# Checar valores nulos no dataset\n", + "print(\"Valores nulos por coluna do dataframe:\")\n", + "df.isnull().sum()" + ] + }, + { + "cell_type": "code", + "execution_count": 18, + "metadata": {}, + "outputs": [], + "source": [ + "# Preenchendo dados nulos na coluna do shazam\n", + "df['posicao no shazam'] = df['posicao no shazam'].fillna(\"n/a\")" + ] + }, + { + "cell_type": "code", + "execution_count": 19, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Valores nulos por coluna do dataframe:\n" + ] + }, + { + "data": { + "text/plain": [ + "nome da musica 0\n", + "artista 0\n", + "artistas envolvidos 0\n", + "ano de lancamento 0\n", + "mes de lancamento 0\n", + "dia de lancamento 0\n", + "playlists no spotify 0\n", + "popularidade 0\n", + "streams 0\n", + "playlists na apple 0\n", + "posicao na apple 0\n", + "playlists no deezer 0\n", + "posicao no deezer 0\n", + "posicao no shazam 0\n", + "batidas por minuto 0\n", + "tom 95\n", + "escala 0\n", + "dancavel 0\n", + "positividade 0\n", + "energia 0\n", + "som acustico 0\n", + "instrumental 0\n", + "ao vivo 0\n", + "palavras 0\n", + "dtype: int64" + ] + }, + "execution_count": 19, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# verificando se foram preenchidos\n", + "print(\"Valores nulos por coluna do dataframe:\")\n", + "df.isnull().sum()" + ] + }, + { + "cell_type": "code", + "execution_count": 20, + "metadata": {}, + "outputs": [], + "source": [ + "# Preenchendo dados nulos na coluna do tom da musica\n", + "df[\"tom\"] = df[\"tom\"].fillna(\"n/a\")" + ] + }, + { + "cell_type": "code", + "execution_count": 21, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Valores nulos por coluna do dataframe:\n" + ] + }, + { + "data": { + "text/plain": [ + "nome da musica 0\n", + "artista 0\n", + "artistas envolvidos 0\n", + "ano de lancamento 0\n", + "mes de lancamento 0\n", + "dia de lancamento 0\n", + "playlists no spotify 0\n", + "popularidade 0\n", + "streams 0\n", + "playlists na apple 0\n", + "posicao na apple 0\n", + "playlists no deezer 0\n", + "posicao no deezer 0\n", + "posicao no shazam 0\n", + "batidas por minuto 0\n", + "tom 0\n", + "escala 0\n", + "dancavel 0\n", + "positividade 0\n", + "energia 0\n", + "som acustico 0\n", + "instrumental 0\n", + "ao vivo 0\n", + "palavras 0\n", + "dtype: int64" + ] + }, + "execution_count": 21, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# Verificando se foram preenchidos\n", + "print(\"Valores nulos por coluna do dataframe:\")\n", + "df.isnull().sum()" + ] + }, + { + "cell_type": "code", + "execution_count": 66, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(50, 24)" + ] + }, + "execution_count": 66, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# Verificando quantas linhas foram substituidas na coluna do shazam\n", + "df_na = df[df['posicao no shazam'].str.contains('n/a')]\n", + "df_na.shape" + ] + }, + { + "cell_type": "code", + "execution_count": 67, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(95, 24)" + ] + }, + "execution_count": 67, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# Verificando quantas linhas foram substituidas na coluna tom\n", + "df_na = df[df['tom'].str.contains('n/a')]\n", + "df_na.shape" + ] + }, + { + "cell_type": "code", + "execution_count": 26, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "escala\n", + "maior 550\n", + "menor 403\n", + "Name: nome da musica, dtype: int64\n" + ] + } + ], + "source": [ + "# Agrupar musicas do df principal por escala\n", + "agrupar_escala = df.groupby('escala')\n", + "musica_escala = agrupar_escala['nome da musica'].count()\n", + "\n", + "print(musica_escala)" + ] + }, + { + "cell_type": "code", + "execution_count": 28, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "escala\n", + "Major 2\n", + "Minor 2\n", + "Name: nome da musica, dtype: int64\n" + ] + } + ], + "source": [ + "# Agrupar musicas da beyonce por escala\n", + "agruparescala = df_beyonce.groupby('escala')\n", + "beyonce_escala = agruparescala['nome da musica'].count()\n", + "\n", + "print(beyonce_escala)" + ] + }, + { + "cell_type": "code", + "execution_count": 50, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "C:\\Users\\rafae\\AppData\\Local\\Temp\\ipykernel_1928\\2696357536.py:1: SettingWithCopyWarning: \n", + "A value is trying to be set on a copy of a slice from a DataFrame.\n", + "Try using .loc[row_indexer,col_indexer] = value instead\n", + "\n", + "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n", + " df_beyonce['escala'] = df_beyonce['escala'].replace({'Major': 'maior', 'Minor': 'menor'})\n" + ] + }, + { + "data": { + "text/html": [ + "
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"outputs": [ + { + "data": { + "text/plain": [ + "Text(0.5, 1.0, 'musicas da Beyoncé por escala')" + ] + }, + "execution_count": 54, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# grafico das musicas da beyonce por escala\n", + "beyonce_escala.plot.pie()\n", + "\n", + "plt.xlabel('escala')\n", + "plt.ylabel('musicas')\n", + "plt.title('musicas da Beyoncé por escala')" + ] + }, + { + "cell_type": "code", + "execution_count": 29, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "595900742\n", + "171788484\n" + ] + } + ], + "source": [ + "# Obter o valor máximo e mínimo de streams das musicas da beyonce\n", + "maior_stream = df_beyonce[\"streams\"].max()\n", + "menor_stream = df_beyonce[\"streams\"].min()\n", + "\n", + "print(maior_stream)\n", + "print(menor_stream)" + ] + }, + { + "cell_type": "code", + "execution_count": 42, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "streams\n", + "171788484 1\n", + "354614964 1\n", + "57089066 1\n", + "595900742 1\n", + "Name: nome da musica, dtype: int64\n" + ] + } + ], + "source": [ + "# Agrupar musicas da beyonce por streams\n", + "agruparstreams = df_beyonce.groupby('streams')\n", + "beyonce_streams = agruparstreams['nome da musica'].count()\n", + "\n", + "print(beyonce_streams)" + ] + }, + { + "cell_type": "code", + "execution_count": 68, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "Text(0.5, 1.0, 'musicas da beyonce por ano de lancamento')" + ] + }, + "execution_count": 68, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Agrupar musicas da Beyonce por ano de lancamento\n", + "agrupar_beyonce = df_beyonce.groupby(\"ano de lancamento\")\n", + "ano_beyonce = agrupar_beyonce[\"nome da musica\"].count()\n", + "\n", + "ano_beyonce.plot.bar()\n", + "plt.xlabel('ano de lancamento')\n", + "plt.ylabel('musicas beyonce')\n", + "plt.title('musicas da beyonce por ano de lancamento')" + ] + }, + { + "cell_type": "code", + "execution_count": 60, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "Text(0.5, 1.0, 'musicas Anitta por ano de lancamento')" + ] + }, + "execution_count": 60, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Agrupar musicas da Anitta por ano de lancamento\n", + "agrupar_anitta = df_anitta.groupby(\"ano de lancamento\")\n", + "ano_anitta = agrupar_anitta[\"nome da musica\"].count()\n", + "\n", + "ano_anitta.plot.barh()\n", + "plt.xlabel('musicas lançadas')\n", + "plt.ylabel('ano de lançamento')\n", + "plt.title('musicas Anitta por ano de lancamento')" + ] + }, + { + "cell_type": "code", + "execution_count": 33, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "Text(0.5, 1.0, 'musicas por ano de lancamento')" + ] + }, + "execution_count": 33, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Agrupar musicas do df principal por ano de lancamento\n", + "agrupar_ano = df.groupby(\"ano de lancamento\")\n", + "ano = agrupar_ano[\"nome da musica\"].count()\n", + "\n", + "ano.plot.line()\n", + "plt.xlabel('ano de lancamento')\n", + "plt.ylabel('musicas')\n", + "plt.title('musicas por ano de lancamento')" + ] + }, + { + "cell_type": "code", + "execution_count": 69, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "ano de lancamento\n", + "1930 1\n", + "1942 1\n", + "1946 1\n", + "1950 1\n", + "1952 1\n", + "1957 2\n", + "1958 3\n", + "1959 2\n", + "1963 3\n", + "1968 1\n", + "1970 2\n", + "1971 1\n", + "1973 1\n", + "1975 2\n", + "1979 1\n", + "1982 2\n", + "1983 1\n", + "1984 4\n", + "1985 2\n", + "1986 2\n", + "1987 1\n", + "1991 2\n", + "1992 1\n", + "1994 1\n", + "1995 2\n", + "1996 1\n", + "1997 1\n", + "1998 1\n", + "1999 5\n", + "2000 4\n", + "2002 6\n", + "2003 2\n", + "2004 4\n", + "2005 1\n", + "2007 1\n", + "2008 2\n", + "2010 7\n", + "2011 10\n", + "2012 10\n", + "2013 13\n", + "2014 13\n", + "2015 11\n", + "2016 18\n", + "2017 23\n", + "2018 10\n", + "2019 36\n", + "2020 37\n", + "2021 119\n", + "2022 402\n", + "2023 175\n", + "Name: nome da musica, dtype: int64\n" + ] + } + ], + "source": [ + "# Vendo detalhadamente quantas músicas por ano foram lançadas\n", + "print(ano)" + ] + }, + { + "cell_type": "code", + "execution_count": 46, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "546191065\n", + "121189256\n" + ] + } + ], + "source": [ + "# Obter o valor máximo e mínimo de streams das musicas da Anitta\n", + "maior_stream = df_anitta[\"streams\"].max()\n", + "menor_stream = df_anitta[\"streams\"].min()\n", + "\n", + "print(maior_stream)\n", + "print(menor_stream)" + ] + }, + { + "cell_type": "code", + "execution_count": 72, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "1.5561385099685205\n" + ] + } + ], + "source": [ + "# media de artista por musica\n", + "media_musica = df['artistas envolvidos'].mean()\n", + "print(media_musica)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Aprendizados\n", + "Consegui traduzir as colunas e substituir alguns valores, o que não tinha conseguido na semana anterior,\n", + "\n", + "Na semana anterior fiz uma análise das músicas pelo mês de lançamento, já que não soube escolher um gráfico que melhor mostrasse por ano. Dessa vez foi possível utilizando um gráfico de linhas,\n", + "\n", + "Há 4 músicas da Beyonce listadas no csv e 3 delas foram lançadas em 2022, enquanto 1 foi lançada em 2023,\n", + "\n", + "Também existem músicas de artistas brasileiros, como a Anitta. Ela possui duas músicas na lista, cada uma lançada em 2021 e 2022,\n", + "\n", + "É interessante observar que algumas das músicas mais escutadas em 2023 foram lançadas há quase uma década: há músicas de 1930 até 2023,\n", + "\n", + "A média de artistas envolvidos em uma música é de 1.55, o que demonstra que a maioria das canções tem apenas um ou dois artistas as interpretando,\n", + "\n", + "Consegui fazer mais análises e gráficos pensando em dados mais específicos, como o dataframe da Beyonce e o da Anitta,\n", + "\n", + "Queria ter conseguido transformar a coluna de streams para float ou int. Não consegui fazer algumas análises (como a média) e gráficos que tinha em mente por isso,\n", + "\n", + "Queria ter feito um gráfico com os valores máximos e mínimos de streams, porém, não soube como colocar as duas variáveis juntas para constituírem o gráfico." + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "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": "3.11.4" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/exercicios/para-casa/propaganda.db b/exercicios/para-casa/propaganda.db new file mode 100644 index 0000000000000000000000000000000000000000..2830fcea8b669f232684582aa4c1d293d988062f GIT binary patch literal 20480 zcmeI3Yj9oFb;r-+KK8ojWo+4!^}O=c<4U%rD?epfA+|t%VH+b1u@fGaZGmk3eqcj! z;=RRWoP;oL1HoZ3j6+FES~K;eBq$RaNKB_Lp~2H}s9TueQYN@5Lp?wf>ZYM<{kLeR zeCgM;b2Jz)FRi=JK5MW2JNMqb{x{yRdfS1K;vKv9?HoQ(oa;<-T-RArEIN+k@t-XJ z`RK=GBlFQe_;305|MufKUE9w^9OWf-PO_8#m;R&~NHdUTAk9FUfiweY2GR_q8Avmb zW+2T#nt|V~46O5V)iYm#!Zyu3tK^ zda(Gh*z&I7og=gOl^uGLo3E~`bM+yNxo6+*tp^Y6p7_iAA7e~7i{-+$t;LmV*AFfq z94f9GTDfNF(8l6*gBy!WZ(4u-%C-EOHG^x{&nhgvbL6A2S%ty<2e$FY`H`(R4(}M= zch7(SV%@=gTSkZXkNnq=9r6L+O|D4hv&og@x#a2O+sR|eSCV7Nkz`+TXL3t&L$W;S zPkNH}q#>D-Q2b&1e*91I>+#RxpTs|kpNUV!kH?S155y)u6z_;P#~b1`@j%=gcg3Z+ zCXQo2`nTwv=pUmC(O*YrqVedd=ntb4(U&6=9g22Fo1+cUnrI+e7|n{Bqv|M(-0)Z7 zKZpMi{%!bD_~Y=I@KpGC_(=HW(1eG=9pP|zb9i02B%B|1hD~8rNWq7}zXrbyUJrg2 zycj$eJRN*Hcr5rza4h(2us;|LZViTlk;0b>M+*lF+X}Z9h6>9HeTA;VjKZ`+fqqNx(OdK?y-a6loKDe6dYHaIM`$12 zL7%3zG(Zb!CN)tNDfJt5S-q()sF&39>S^_)`no!eM8a z$$yZ4JAW~MK7Tg*Eo;#I0nR_UAEO%dSPi|{&LvD3$Np4=QoU6}G%4M=2WZ%wS%%0Dl%|4qwoqZyE zBKtu0X!byMGSUG~~+Z+2F;n61jH%x^N6GjC=tWM0ZVpLsg-WajIcD6=N~R@KlL<49|Gt08f6YJVzu=GiPx;^QANIfCAMyA4BmPEzjX&To@H_oR zf3lzRu6XZwZ+NeGFM2=pzT>GVGG`^C!u)!)|qFoh8$T z_=V1i4P;tj_qdN&G1*eI-X|{{#NJR3Yn&f_`6n+ zX@tMxwVhR_fo+fG4Jk796Cqde@O20&Iqz_IE&Pk!Pd!g&I_x>l11HJUz@CRRRKxB; z%rvo8n>&@KKNbE(oHk{u*!F1A$Z;}L;BI#x<5^CI-S0fX_EoSKyXA{yCW)mk?8Or!OI+;9uxo;#0i@$&5`Ok6w> z6Lu%YzXLI4%zp&_Ua0}S6?TjJc7^m7#I!mu^PD%sE;+y4M0yx8{qBQ%NN55 zhh1{F9437m;yZAyTj5`f`@IGJF87c_`ZKW0vb*%BVfQ%y!E3P*@%>U)dIS93&L8o8 zeF}ETdE+?gn_(};J>G=)dEUy)q}Ri)@c2sK$hN1tZesTk+-0wmFLi_1YM%S&>qxJI zf1&&D=SW`6L7Isw9_P z0e3C3upD-kY-+s>b|Y4F5cUk*;kB^qg+uxp*i&2vg&u(2z%fcMW!qCzc!TRDaM!pi zib{VH?)oE~*Q?>i{?ng;-Rzt!lkSIIg<4w-yUBIWk?xy_k+oekVN1Sy#ipWAS1+81 zpUOA5fNf9JUVW7GeCu}ZKd1COxNA0EP5_suh$wMZmF|JNdM96}0{0BmAE>Wv z20(pP>%PP<1@+Yo_eZ^?E%m2jUxE6n0SjfR-{1`tNn7fduuzuz)0|f>khavHjC}&? zt7bRig$4ChNzkf6ebwq5y+j(+SJQszG@N@Yd~LhIDdLpX@NeEE-wZ1RTZktGQWWV zt+X)TQynq^LB3CQ*i&G>s^JP!TA1&t8N*MK2J%%S3dljiw5%56nC{! zT9D60CNH(buSd8gej_LY;`79WTqHA4)$+X6Aik5o7w`u7WFK^_f+G+sM0RXS}ARd`%b|GXs_DkX$9DG>i)8qEbB|cEQ|WGtP4o5 zTBX`7=v%}K&hyKd&ldA#F+q8L@4!zB3;B}7g7Lh9{4N5BSHP$xe5>3m0I%9)I^a8B zje%kD-Y%x4dz-Mp!o5}s5^Ps>vM?6ywa&3|0@*ol)0Zd#JFf)4b=bz1PtEcO0o7Ge z1_0DK-8^&4^g7uiKstMmA0rT5mE?U9fKK)9#luQ?&XD2-9+qKw7w{7lFy~6XwpR(u zJ=L&tlM<5KS_H?ri2kBT7UR?0{!y|N#}m>*yjHwmxT@!3B8%`ENfHQ7O|rW!z#HXl z6Zp+D*q8l!V?suP;BvKySWq?@=Z2=GhF4641?8;Cd2rdurOY!vt=t$+CFB zHqGECr4nj;s<><&S!Or8-yc$?_S=1fEqLUseg7c{Mj)AYrqQB_zw{$-J;?0?oXGgv>q@hwBYw zrbfmY37CBz>TfQS1@m;itP(DJs+uQgsa!7`Q=rWIlF?+5T$0DMC2})wKqWxtyW)M@ zVJ+U|7RI%*{Va0Qc8%Q=p6ADiSFw0w#DQ77=U7kyTEI)quZH{GZ9j^yj#7Y&ACF~S=nh0QJK^a#T zu(k5uLHNpf=G(V)owBO8$Z(x9vx&bP_}Eth{6zqNB+Hm?Ih%KrcOCvO{Yf*BW+2T# znt?O}X$H~^q!~yvkY*swK$?Lx18D~S-((G^+p z{-2)zqY35z%K5()0?7IQ=3t+byq{c3UQ5m;FC^p1spMqx5Gw%gOZFsNlMTu0WJxkV z>EQnVtCDPdC4MJ`+s-5J-#g-ikHQG-1$Evo)#CP-$w67 zzli=m`f2pz=zGy0M~_8+5Pd$nH`>Kr|2IdgqN}4hQCn0S#gQNWntT3V56_2Z!)L?O z;S=Er?)cZ?!Ejr6TR0Rh3;V+EuoPB@0r&gA7rYg`8k`GW2*!g`!O7s^;EUYtFC7i( zPnv-=18D}*45S%IGmvH=%|M!g-?0qP7&?flN3=p?wuQKbJAl;~dWdNbH}H+&#%eaYq}AJqXoFj?xs}~m z(MGHESsSP}Xt4;njFoM)LkViXo9~x~d;{SI=i|>#DZbBD2lL zOP{?Ng};o;-U+`|H{JpN0?~b$5!n40XDjR$*Nl_dg7{V_BR9j}2{q)f^^0J|K+HjH zEOj7*Z|1Ey#fYARbrsOSLeW7Bpx}h0gXT+Y#4-(J~pRI=C!YXk)Cb zqfMIB4Rjr>;E?M=*umpSes03t+C@oethA#|WFW?BJ4(nK#2wTJRp|Gg$)UiS%a90dydCk4SyTvb{+iPqEj-fV7G|o#H>V2C+4{Vw$1r+YvWqW z5MN<6sxpIYdsJbOmAQ5zggf=kH3*q6(kC+jdmf~~OA*t;!zd$~4;BVUoqiJT67F0? zA3kSXvIE%%wPQA-`;b+UN`mr(dRRG3#!5fhP*u==a6D@#jTL`%qDn;l!BSwvK>tB4 q(A&<(wYpIOq5$#LT&S9@2BZ^Nh6sdpO_Jpv#J6G&6>GE5;y(d}&c8MQ literal 0 HcmV?d00001 diff --git a/exercicios/para-casa/spotify.csv b/exercicios/para-casa/spotify.csv new file mode 100644 index 0000000..5314af0 --- /dev/null +++ b/exercicios/para-casa/spotify.csv @@ -0,0 +1,954 @@ +track_name,artist(s)_name,artist_count,released_year,released_month,released_day,in_spotify_playlists,in_spotify_charts,streams,in_apple_playlists,in_apple_charts,in_deezer_playlists,in_deezer_charts,in_shazam_charts,bpm,key,mode,danceability_%,valence_%,energy_%,acousticness_%,instrumentalness_%,liveness_%,speechiness_% +Seven (feat. Latto) (Explicit Ver.),"Latto, Jung Kook",2,2023,7,14,553,147,141381703,43,263,45,10,826,125,B,Major,80,89,83,31,0,8,4 +LALA,Myke Towers,1,2023,3,23,1474,48,133716286,48,126,58,14,382,92,C#,Major,71,61,74,7,0,10,4 +vampire,Olivia Rodrigo,1,2023,6,30,1397,113,140003974,94,207,91,14,949,138,F,Major,51,32,53,17,0,31,6 +Cruel Summer,Taylor Swift,1,2019,8,23,7858,100,800840817,116,207,125,12,548,170,A,Major,55,58,72,11,0,11,15 +WHERE SHE GOES,Bad Bunny,1,2023,5,18,3133,50,303236322,84,133,87,15,425,144,A,Minor,65,23,80,14,63,11,6 +Sprinter,"Dave, Central Cee",2,2023,6,1,2186,91,183706234,67,213,88,17,946,141,C#,Major,92,66,58,19,0,8,24 +Ella Baila Sola,"Eslabon Armado, Peso Pluma",2,2023,3,16,3090,50,725980112,34,222,43,13,418,148,F,Minor,67,83,76,48,0,8,3 +Columbia,Quevedo,1,2023,7,7,714,43,58149378,25,89,30,13,194,100,F,Major,67,26,71,37,0,11,4 +fukumean,Gunna,1,2023,5,15,1096,83,95217315,60,210,48,11,953,130,C#,Minor,85,22,62,12,0,28,9 +La Bebe - Remix,"Peso Pluma, Yng Lvcas",2,2023,3,17,2953,44,553634067,49,110,66,13,339,170,D,Minor,81,56,48,21,0,8,33 +un x100to,"Bad Bunny, Grupo Frontera",2,2023,4,17,2876,40,505671438,41,205,54,12,251,83,F#,Minor,57,56,72,23,0,27,5 +Super Shy,NewJeans,1,2023,7,7,422,55,58255150,37,202,21,5,168,150,F,Minor,78,52,82,18,0,15,7 +Flowers,Miley Cyrus,1,2023,1,12,12211,115,1316855716,300,215,745,58,"1,021",118,,Major,71,65,68,6,0,3,7 +Daylight,David Kushner,1,2023,4,14,3528,98,387570742,80,156,182,24,"1,281",130,D,Minor,51,32,43,83,0,9,3 +As It Was,Harry Styles,1,2022,3,31,23575,130,2513188493,403,198,863,46,,174,F#,Minor,52,66,73,34,0,31,6 +Kill Bill,SZA,1,2022,12,8,8109,77,1163093654,183,162,161,12,187,89,G#,Major,64,43,73,5,17,16,4 +Cupid - Twin Ver.,Fifty Fifty,1,2023,2,24,2942,77,496795686,91,212,78,6,0,120,B,Minor,78,76,59,43,0,34,3 +"What Was I Made For? [From The Motion Picture ""Barbie""]",Billie Eilish,1,2023,7,13,873,104,30546883,80,227,95,24,"1,173",78,,Major,44,14,9,96,0,10,3 +Classy 101,"Feid, Young Miko",2,2023,3,31,2610,40,335222234,43,100,54,14,187,100,B,Major,86,67,66,14,0,12,16 +Like Crazy,Jimin,1,2023,3,24,596,68,363369738,8,104,23,2,29,120,G,Major,63,36,73,0,0,36,4 +LADY GAGA,"Gabito Ballesteros, Junior H, Peso Pluma",3,2023,6,22,332,26,86444842,11,163,10,4,0,140,F,Minor,65,87,74,22,0,42,4 +I Can See You (Taylor���s Version) (From The ,Taylor Swift,1,2023,7,7,516,38,52135248,73,119,42,1,150,123,F#,Major,69,82,76,6,0,6,3 +I Wanna Be Yours,Arctic Monkeys,1,2013,1,1,12859,110,1297026226,24,98,582,2,73,135,,Minor,48,44,42,12,2,11,3 +"Peso Pluma: Bzrp Music Sessions, Vol. 55","Bizarrap, Peso Pluma",2,2023,5,31,1313,40,200647221,17,152,32,11,139,133,F,Minor,85,81,67,26,0,12,5 +Popular (with Playboi Carti & Madonna) - The Idol Vol. 1 (Music from the HBO Original Series),"The Weeknd, Madonna, Playboi Carti",3,2023,6,2,1945,87,115364561,74,182,87,14,"1,093",99,C#,Major,85,83,68,7,0,36,20 +SABOR FRESA,Fuerza Regida,1,2023,6,22,250,26,78300654,16,149,10,5,168,130,G,Minor,79,96,86,9,0,9,9 +Calm Down (with Selena Gomez),"R��ma, Selena G",2,2022,3,25,7112,77,899183384,202,119,318,38,96,107,B,Major,80,82,80,43,0,14,4 +MOJABI GHOST,"Tainy, Bad Bunny",2,2023,6,29,859,40,61245289,35,109,41,14,211,122,F#,Minor,81,74,71,14,0,56,4 +Last Night,Morgan Wallen,1,2023,1,31,2420,19,429829812,52,107,15,1,325,204,F#,Major,52,52,68,46,0,15,4 +Dance The Night (From Barbie The Album),Dua Lipa,1,2023,5,25,2988,101,127408954,0,0,143,38,0,110,B,Minor,67,78,85,2,0,33,5 +Rush,Troye Sivan,1,2023,7,13,864,78,22581161,71,135,50,1,294,126,F,Minor,74,35,84,0,0,11,6 +TULUM,"Peso Pluma, Grupo Frontera",2,2023,6,28,266,34,52294266,20,185,13,8,197,168,F#,Major,56,63,87,39,0,11,5 +Creepin',"The Weeknd, 21 Savage, Metro Boomin",3,2022,12,2,6036,88,843957510,113,149,245,23,27,98,C#,Minor,71,17,61,36,0,8,5 +Anti-Hero,Taylor Swift,1,2022,10,21,9082,56,999748277,242,142,165,9,310,97,E,Major,64,51,63,12,0,19,5 +TQG,"Karol G, Shakira",2,2023,2,23,4284,49,618990393,115,123,184,18,354,180,E,Minor,72,61,63,67,0,9,28 +Los del Espacio,"Big One, Duki, Lit Killah, Maria Becerra, FMK, Rusherking, Emilia, Tiago pzk",8,2023,6,1,1150,31,123122413,22,33,34,7,184,120,,Major,81,63,68,11,0,11,4 +Fr��gil (feat. Grupo Front,"Yahritza Y Su Esencia, Grupo Frontera",2,2023,4,7,672,34,188933502,19,108,24,9,212,150,F#,Major,61,39,73,37,0,11,3 +Blank Space,Taylor Swift,1,2014,1,1,11434,53,1355959075,154,123,410,2,81,96,F,Major,75,57,68,9,0,13,6 +Style,Taylor Swift,1,2014,1,1,7830,42,786181836,94,111,151,4,82,95,D,Major,60,48,79,0,0,12,4 +TQM,Fuerza Regida,1,2023,5,19,584,28,176553476,16,159,15,6,100,125,F,Minor,79,96,85,27,0,11,6 +El Azul,"Junior H, Peso Pluma",2,2023,2,10,692,25,354495408,10,107,6,3,62,144,A,Minor,56,84,65,23,0,10,6 +Sunflower - Spider-Man: Into the Spider-Verse,"Post Malone, Swae Lee",2,2018,10,9,24094,78,2808096550,372,117,843,4,69,90,D,Major,76,91,50,54,0,7,5 +I'm Good (Blue),"Bebe Rexha, David Guetta",2,2022,8,26,12482,80,1109433169,291,184,537,45,727,128,G,Minor,56,38,97,4,0,35,4 +See You Again,"Tyler, The Creator, Kali Uchis",3,2017,7,21,13387,64,1047101291,77,58,247,1,311,79,F#,Major,56,58,56,37,0,11,10 +Barbie World (with Aqua) [From Barbie The Album],"Nicki Minaj, Aqua, Ice Spice",3,2023,6,23,1117,80,65156199,82,145,65,16,"1,133",144,,Major,77,75,58,52,0,23,25 +Angels Like You,Miley Cyrus,1,2020,11,27,3372,19,570515054,65,48,138,1,102,122,F,Major,67,49,64,10,0,10,3 +I Ain't Worried,OneRepublic,1,2022,5,13,8431,76,1085685420,241,127,458,37,332,140,,Major,71,82,81,11,0,6,5 +Die For You,The Weeknd,1,2016,11,24,2483,59,1647990401,68,21,24,0,259,134,C#,Minor,59,51,52,9,0,15,7 +Starboy,"The Weeknd, Daft Punk",2,2016,9,21,29536,79,2565529693,281,137,"2,445",1,140,186,G,Major,68,49,59,16,0,13,28 +Die For You - Remix,"Ariana Grande, The Weeknd",2,2023,2,24,3408,47,518745108,87,86,74,1,16,67,C#,Minor,53,50,53,23,0,44,7 +El Cielo,"Feid, Myke Towers, Sky Rompiendo",3,2023,6,2,1298,38,107753850,44,64,57,10,110,106,A#,Minor,72,17,64,7,0,10,5 +Baby Don't Hurt Me,"David Guetta, Anne-Marie, Coi Leray",3,2023,4,6,4277,66,177740666,145,111,213,11,810,128,G,Major,60,23,91,0,0,12,3 +AMARGURA,Karol G,1,2023,2,24,1133,39,153372011,14,71,23,10,176,107,F#,Minor,92,55,70,18,0,15,7 +(It Goes Like) Nanana - Edit,Peggy Gou,1,2023,6,15,2259,59,57876440,0,0,109,17,0,130,G,Minor,67,96,88,12,19,8,4 +Another Love,Tom Odell,1,2012,10,15,18371,83,1813673666,250,122,"3,394",19,,123,E,Minor,45,13,54,70,0,9,4 +Blinding Lights,The Weeknd,1,2019,11,29,43899,69,3703895074,672,199,"3,421",20,,171,C#,Major,50,38,80,0,0,9,7 +Moonlight,Kali Uchis,1,2023,2,24,2649,42,256483385,67,79,57,1,615,137,G,Minor,64,88,72,51,0,17,5 +La Bachata,Manuel Turizo,1,2022,5,26,6804,45,1214083358,139,111,161,15,210,125,G,Minor,84,85,68,58,0,22,4 +S91,Karol G,1,2023,7,14,525,41,16011326,34,115,39,6,216,128,,Minor,86,42,72,59,0,9,19 +cardigan,Taylor Swift,1,2020,7,24,7923,29,812019557,106,112,142,4,215,130,,Minor,61,53,58,55,0,27,4 +T�ï¿,"dennis, MC Kevin o Chris",2,2023,5,4,731,15,111947664,27,17,73,4,167,130,B,Major,86,59,96,50,1,9,5 +Boy's a liar Pt. 2,"PinkPantheress, Ice Spice",2,2023,2,3,5184,41,156338624,154,84,102,14,37,133,F,Major,70,86,81,25,0,25,5 +Left and Right (Feat. Jung Kook of BTS),"Charlie Puth, BTS, Jung Kook",3,2022,6,24,3107,39,720434240,38,0,4,0,0,101,D,Major,88,72,59,62,0,9,3 +BESO,"Rauw Alejandro, ROSAL�",2,2023,3,24,4053,50,357925728,82,121,182,12,171,95,F,Minor,77,53,64,74,0,17,14 +Hey Mor,"Ozuna, Feid",2,2022,10,6,4637,38,674072710,63,79,89,11,16,98,C#,Minor,90,40,59,0,0,10,29 +Yellow,Chris Molitor,1,1999,1,1,31358,43,1755214421,196,2,"4,053",5,0,173,B,Major,43,28,66,0,0,23,3 +Karma,Taylor Swift,1,2022,10,21,3818,23,404562836,37,55,32,0,272,90,G#,Major,64,10,62,7,0,48,7 +People,Libianca,1,2022,12,2,3506,56,373199958,105,64,169,8,529,198,A#,Minor,59,71,42,55,0,10,7 +Overdrive,Post Malone,1,2023,7,14,410,36,14780425,36,32,31,1,26,140,C#,Major,56,48,73,0,0,35,4 +Enchanted (Taylor's Version),Taylor Swift,1,2023,7,7,148,24,39578178,32,93,8,2,5,82,G#,Major,51,22,53,1,0,15,3 +BABY HELLO,"Rauw Alejandro, Bizarrap",2,2023,6,23,1004,35,54266102,42,80,58,3,169,130,C#,Minor,77,84,89,17,0,43,5 +Heat Waves,Glass Animals,1,2020,6,28,22543,63,2557975762,386,144,707,28,,81,B,Major,76,53,53,44,0,9,9 +golden hour,JVKE,1,2022,7,15,4511,36,751134527,70,58,109,18,230,94,C#,Minor,51,14,59,65,18,25,3 +Sweater Weather,The Neighbourhood,1,2012,5,14,16413,61,2282771485,166,87,"1,056",1,,124,A#,Major,61,41,81,5,2,10,3 +"Quevedo: Bzrp Music Sessions, Vol. 52","Bizarrap, Quevedo",2,2022,7,6,8506,45,1356565093,94,65,164,14,176,128,D,Major,62,55,78,1,3,23,4 +Viva La Vida,Coldplay,1,2008,1,1,33898,62,1592909789,233,0,"4,095",9,0,138,F,Minor,49,42,62,9,0,11,3 +Here With Me,d4vd,1,2022,7,17,3246,23,635412045,94,85,68,1,84,132,E,Major,58,27,48,50,0,12,3 +Unholy (feat. Kim Petras),"Sam Smith, Kim Petras",2,2022,9,22,8576,42,1230675890,216,108,331,26,154,131,D,Major,71,24,47,1,0,27,9 +Yandel 150,"Yandel, Feid",2,2022,12,20,3618,38,585695368,47,74,80,14,194,168,F#,Minor,78,58,73,5,0,10,7 +CORAZ��N VA,Maria Becerra,1,2023,6,22,370,20,43857627,12,16,18,4,93,98,C#,Major,68,40,79,33,0,30,6 +Riptide,Vance Joy,1,1975,1,1,31123,55,2009094673,300,65,"1,003",1,0,102,C#,Major,48,50,73,43,0,15,4 +Until I Found You (with Em Beihold) - Em Beihold Version,"Em Beihold, Stephen Sanchez",2,2022,4,22,2790,30,600976848,60,96,71,0,115,101,A#,Major,34,32,57,78,0,20,3 +Novidade na �ï¿,"Mc Livinho, DJ Matt D",2,2023,6,23,267,9,39709092,9,6,25,2,72,130,F,Major,63,36,34,76,0,35,9 +Back To December (Taylor's Version),Taylor Swift,1,2023,7,7,139,17,39228929,16,72,5,0,8,142,D,Major,50,20,64,1,0,12,3 +STAY (with Justin Bieber),"Justin Bieber, The Kid Laroi",2,2021,7,9,17050,36,2665343922,492,99,798,31,0,170,C#,Major,59,48,76,4,0,10,5 +El Merengue,"Marshmello, Manuel Turizo",2,2023,3,3,2114,44,223633238,80,75,110,11,323,124,G#,Minor,78,70,68,3,1,11,4 +Someone You Loved,Lewis Capaldi,1,2018,11,8,17836,53,2887241814,440,125,"1,800",0,,110,C#,Major,50,45,41,75,0,11,3 +Me Porto Bonito,"Chencho Corleone, Bad Bunny",2,2022,5,6,8870,43,1440757818,104,120,141,26,49,92,C#,Minor,91,43,71,9,0,9,8 +Makeba,Jain,1,2015,6,22,6060,53,165484133,150,148,"2,703",22,"1,451",116,D,Major,82,40,66,39,51,25,7 +MONTAGEM - FR PUNK,"Ayparia, unxbected",2,2012,6,20,641,50,58054811,1,52,8,0,"1,170",129,A,Major,63,84,82,70,8,9,7 +Fast Car,Luke Combs,1,2023,3,24,1446,12,157058870,57,97,35,0,429,98,G#,Major,71,67,60,19,0,12,3 +What It Is (Solo Version),Doechii,1,2023,3,17,804,25,95131998,29,76,24,0,162,172,C#,Minor,74,76,76,6,0,10,9 +Coco Chanel,"Bad Bunny, Eladio Carrion",2,2023,3,17,1962,38,250305248,28,89,29,5,82,150,D,Major,68,14,76,4,0,10,4 +Don���t Bl,Taylor Swift,1,2017,11,8,4875,23,685032533,19,45,0,0,10,136,A,Minor,62,19,53,11,0,6,4 +Still With You,Jung Kook,1,2020,6,5,31,39,38411956,2,107,8,0,0,88,C#,Minor,53,34,47,9,0,83,4 +All My Life (feat. J. Cole),"J. Cole, Lil Durk",2,2023,5,12,2175,23,144565150,69,145,69,2,478,143,D#,Major,83,69,44,15,0,10,33 +Say Yes To Heaven,Lana Del Rey,1,2023,3,17,2000,46,127567540,49,105,63,1,0,100,F#,Minor,49,17,35,71,9,11,3 +Snooze,SZA,1,2022,12,9,2839,25,399686758,58,156,42,1,236,143,F,Major,56,39,55,14,0,11,13 +Summertime Sadness,Lana Del Rey,1,2011,1,1,20333,52,983637508,89,143,"1,632",3,200,112,C#,Minor,56,24,66,7,0,12,3 +Take Two,BTS,1,2023,6,9,674,47,118482347,20,106,25,4,78,93,G,Major,62,57,59,3,0,38,3 +Lover,Taylor Swift,1,2012,1,1,8448,23,882831184,160,110,163,0,5,206,G,Major,43,50,55,50,0,15,10 +Too Many Nights (feat. Don Toliver & with Future),"Future, Metro Boomin, Don Toliver",3,2022,12,2,2110,58,286400165,17,119,19,2,266,88,G,Minor,68,17,71,15,0,11,5 +Chemical,Post Malone,1,2023,4,14,2528,39,172825906,56,91,59,3,486,170,D,Major,50,37,90,0,0,12,5 +Mockingbird,Eminem,1,2004,1,1,12985,61,1241559043,49,98,"2,394",5,204,84,E,Minor,62,24,67,21,0,13,28 +New Jeans,NewJeans,1,2023,7,7,77,35,29562220,8,166,4,4,34,134,E,Minor,81,53,72,51,0,12,5 +Primera Cita,Carin Leon,1,2022,4,20,266,27,77309611,6,40,6,6,202,158,A#,Major,54,50,40,61,0,10,6 +Cold Heart - PNAU Remix,"Dua Lipa, Elton John, Pnau",3,2017,11,10,21097,52,1605224506,384,135,"1,034",37,312,116,C#,Major,80,92,80,4,0,10,3 +Dandelions,Ruth B.,1,2017,4,28,3423,21,1116995633,41,100,59,1,32,117,C#,Major,61,45,69,2,0,9,3 +Bones,Imagine Dragons,1,2021,3,11,4198,44,838079900,98,108,327,17,153,114,F,Minor,77,65,72,2,0,7,5 +Set Fire to the Rain,Adele,1,2011,1,1,14739,43,1163620694,88,112,"2,163",5,519,108,D,Minor,61,47,68,0,0,13,3 +Money Trees,"Kendrick Lamar, Jay Rock",2,2012,1,1,26792,32,1093605526,69,113,695,0,458,144,E,Minor,74,37,53,7,0,21,10 +Tak Segampang Itu,Anggi Marito,1,2022,12,2,213,6,179659294,7,6,0,0,48,130,F,Major,51,18,44,76,0,11,3 +LAGUNAS,"Jasiel Nu��ez, Peso P",2,2023,6,22,58,18,39058561,2,106,4,2,184,116,B,Major,77,79,62,33,1,15,3 +Mine (Taylor's Version),Taylor Swift,1,2023,7,7,99,15,36912123,21,52,6,1,0,121,G,Major,65,49,78,0,0,17,4 +Everybody Wants To Rule The World,Tears For Fears,1,1985,2,17,41751,25,1205951614,101,32,"2,655",0,666,112,G,Major,64,54,81,36,0,11,6 +No Role Modelz,J. Cole,1,2014,12,9,21164,36,1791000570,80,65,476,0,14,100,A#,Minor,70,47,52,30,0,6,33 +Tattoo,Loreen,1,2023,2,25,2988,59,201660859,74,102,145,18,925,150,D#,Minor,55,30,78,24,0,12,8 +Rara Vez,"Taiu, Milo j",2,2023,2,8,893,38,248088961,19,23,24,3,88,120,F,Minor,84,96,71,18,0,34,17 +VAGABUNDO,"Sebastian Yatra, Manuel Turizo, Be�ï",3,2023,5,12,1094,34,90839753,40,58,47,8,203,127,B,Minor,82,89,85,4,0,23,6 +august,Taylor Swift,1,2020,7,24,7324,22,607123776,25,81,61,1,44,90,F,Major,51,42,61,53,0,9,3 +LUNA,"Junior H, Peso Pluma",2,2023,6,22,201,11,55842345,19,117,8,1,74,128,A,Minor,75,79,63,33,0,15,4 +Miracle (with Ellie Goulding),"Calvin Harris, Ellie Goulding",2,2023,3,10,5120,48,211050784,161,115,246,9,638,143,A,Major,64,31,87,4,4,8,4 +Nonsense,Sabrina Carpenter,1,2022,7,15,2346,27,342897938,69,12,38,8,64,139,G#,Major,74,68,68,3,0,26,4 +Que Vuelvas,"Carin Leon, Grupo Frontera",2,2022,12,9,763,26,2762,21,110,21,9,71,162,A#,Major,49,78,64,19,0,11,4 +Por las Noches,Peso Pluma,1,2021,6,11,457,24,330346424,8,116,4,3,2,92,,Major,81,39,60,31,0,7,3 +Feliz Cumplea��os Fe,Feid,1,2022,8,19,3430,38,601863821,45,69,52,4,3,95,F,Major,87,57,55,10,0,29,7 +Can't Hold Us (feat. Ray Dalton),"Ray Dalton, Ryan Lewis, Macklemore",3,2011,8,16,6074,52,1953533826,201,44,"6,551",2,0,146,D,Major,63,88,93,3,0,10,8 +Watermelon Sugar,Harry Styles,1,2019,11,17,21915,34,2322580122,437,115,"1,212",12,,95,,Major,55,56,82,12,0,34,5 +lovely - Bonus Track,"Billie Eilish, Khalid",2,2017,8,11,15032,30,2355719893,221,96,"1,078",2,136,115,E,Minor,35,12,30,93,0,10,3 +"Rauw Alejandro: Bzrp Music Sessions, Vol. 56","Rauw Alejandro, Bizarrap",2,2023,6,21,871,32,66902503,25,59,32,5,88,128,B,Major,78,59,65,10,0,26,5 +Queencard,(G)I-DLE,1,2023,5,15,451,33,96273746,10,126,7,0,148,130,E,Minor,82,69,83,3,0,27,5 +OMG,NewJeans,1,2023,1,2,1783,27,430977451,26,124,15,1,22,127,A,Minor,80,74,77,36,0,11,4 +Radio,Lana Del Rey,1,2011,1,1,9389,46,284819874,24,122,282,3,368,150,D,Major,42,20,86,21,0,9,9 +"Shakira: Bzrp Music Sessions, Vol. 53","Shakira, Bizarrap",2,2023,1,11,5724,44,721975598,119,108,254,29,22,122,D,Minor,78,50,63,27,0,9,5 +505,Arctic Monkeys,1,2007,4,20,13985,25,1217120710,30,80,588,1,1,140,,Major,52,20,85,0,0,7,5 +"Calling (Spider-Man: Across the Spider-Verse) (Metro Boomin & Swae Lee, NAV, feat. A Boogie Wit da Hoodie)","Swae Lee, A Boogie Wit da Hoodie, Metro Boomin, NAV",4,2023,6,2,1051,16,109276132,31,37,31,0,189,140,,Major,63,22,54,46,0,12,8 +Trance (with Travis Scott & Young Thug),"Travis Scott, Young Thug, Metro Boomin",3,2022,12,2,1682,46,276259178,24,90,30,1,176,119,C#,Minor,75,48,53,18,0,18,34 +"Tere Vaaste (From ""Zara Hatke Zara Bachke"")","Sachin-Jigar, Shadab Faridi, Altamash Faridi, Amitabh Bhattacharya, Varun Jain",5,2023,5,22,182,8,54225632,3,88,1,0,52,110,G,Minor,76,96,72,32,0,9,4 +Perfect,Ed Sheeran,1,2017,1,1,16596,13,2559529074,7,0,"2,094",0,0,95,G#,Major,60,17,45,16,0,11,2 +Romantic Homicide,d4vd,1,2022,7,20,2335,23,681583126,82,55,50,0,9,132,F#,Major,56,20,55,45,1,32,3 +Believer,Imagine Dragons,1,2017,1,31,18986,23,2594040133,250,121,"2,969",10,31,125,A#,Minor,77,74,78,4,0,23,11 +Novo Balan�,"Veigh, Bvga Beatz, Supernova Ent, Prod Malax",4,2023,5,19,283,7,81102253,6,9,26,1,66,124,D#,Minor,84,65,50,67,0,13,6 +"Gol Bolinha, Gol Quadrado 2","Mc Pedrinho, DJ 900",2,2023,6,1,293,8,11956641,5,2,30,2,66,133,B,Minor,93,68,65,42,0,12,25 +Without Me,Eminem,1,2002,1,1,21081,43,1687664027,98,76,"3,889",5,0,112,G,Major,92,67,66,0,0,36,9 +QUEMA,"Sog, Ryan Castro, Peso Pluma",3,2023,7,13,437,31,11599388,17,29,26,3,208,97,,Major,79,92,89,5,0,6,5 +Stargirl Interlude,"The Weeknd, Lana Del Rey",2,2016,11,24,1275,32,611700552,13,8,5,0,1,90,F,Minor,59,52,48,38,5,10,11 +Ojitos Lindos,"Bomba Est��reo, Bad B",2,2022,5,6,6135,38,1133865788,71,113,99,13,28,80,D#,Minor,65,27,69,8,0,53,4 +Somewhere Only We Know,Keane,1,2004,1,1,20015,16,1089402494,107,69,"5,239",0,558,172,A,Major,45,33,59,6,0,8,3 +Those Eyes,New West,1,2019,5,10,1507,14,411747614,24,71,44,1,195,120,E,Major,60,24,35,73,0,31,3 +El Gordo Trae El Mando,Chino Pacas,1,2023,1,27,539,21,255932395,7,71,4,2,13,140,G,Minor,74,96,80,18,0,5,5 +Mi Bello Angel,Natanael Cano,1,2023,6,30,86,8,31873544,7,76,3,1,93,128,A,Minor,81,90,77,1,0,9,5 +Bye,Peso Pluma,1,2023,5,26,324,14,95053634,13,110,8,2,60,122,,Major,78,70,81,57,0,10,5 +Danza Kuduro,"Don Omar, Lucenzo",2,2010,1,1,17138,37,1279434863,119,81,974,1,503,130,,Major,47,86,92,8,0,5,24 +Nosso Quadro,"Ana Castela, AgroPlay",2,2023,2,2,894,9,233801632,14,88,66,3,72,160,A,Major,69,61,71,33,0,31,20 +Locked Out Of Heaven,Bruno Mars,1,2012,12,5,1622,9,1481349984,0,0,356,0,0,144,F,Major,73,87,70,6,0,28,5 +Un Finde | CROSSOVER #2,"Big One, FMK, Ke personajes",3,2023,4,4,561,14,142095275,4,14,12,5,56,192,B,Major,50,85,52,11,0,28,6 +Jimmy Cooks (feat. 21 Savage),"Drake, 21 Savage",2,2022,6,17,5871,27,618885532,81,121,58,1,34,163,,Major,54,40,67,0,0,9,17 +Counting Stars,OneRepublic,1,2013,1,1,29215,43,2011464183,179,97,"3,394",11,153,122,C#,Minor,66,48,71,6,0,12,4 +Ghost,Justin Bieber,1,2021,3,19,5866,24,1167330737,107,38,95,0,,154,D,Major,61,41,74,21,0,40,6 +Under The Influence,Chris Brown,1,2019,10,4,3859,26,929964809,133,181,3,0,,117,A,Minor,73,31,69,6,0,11,4 +PRC,"Natanael Cano, Peso Pluma",2,2023,1,23,961,26,436027885,19,143,10,6,15,138,G,Minor,78,89,83,10,0,12,5 +Gasolina,Daddy Yankee,1,2004,7,13,6457,18,657723613,98,95,453,0,454,96,,Major,86,74,80,33,0,8,6 +One Dance,"Drake, WizKid, Kyla",3,2016,4,4,43257,24,2713922350,433,107,"3,631",0,26,104,C#,Major,77,36,63,1,0,36,5 +Enchanted,Taylor Swift,1,2010,1,1,4564,16,621660989,24,101,113,0,40,164,G#,Major,45,24,62,8,0,16,3 +Save Your Tears,The Weeknd,1,2020,3,20,12688,13,1591223784,197,115,112,0,200,118,,Major,68,61,82,2,0,50,3 +Sure Thing,Miguel,1,2010,5,25,13801,19,950906471,137,125,435,6,285,81,B,Minor,68,51,60,3,0,19,10 +Every Breath You Take - Remastered 2003,The Police,1,1983,1,6,22439,19,1593270737,211,74,929,0,129,117,C#,Major,82,73,45,54,0,7,3 +The Night We Met,Lord Huron,1,2015,2,2,18515,35,1410088830,70,82,939,1,162,174,D,Major,45,10,37,97,25,64,4 +We Found Love,"Rihanna, Calvin Harris",2,2011,1,1,36843,21,1235005533,321,91,"4,607",1,58,128,C#,Major,73,60,77,3,0,11,4 +When I Was Your Man,Bruno Mars,1,2012,12,5,2420,11,1661187319,0,0,806,0,0,145,,Major,60,43,27,94,0,14,4 +Let Me Down Slowly,Alec Benjamin,1,2018,5,25,5897,19,1374581173,0,0,885,0,0,150,C#,Minor,65,51,55,73,0,14,3 +"Am I Dreaming (Metro Boomin & A$AP Rocky, Roisee)","A$AP Rocky, Metro Boomin, Roisee",3,2023,6,2,727,16,94186466,17,60,28,1,44,90,A,Minor,60,13,53,4,0,21,4 +Do I Wanna Know?,Arctic Monkeys,1,2013,1,1,33783,26,1788326445,133,92,"2,733",1,26,85,F,Major,55,42,53,17,0,22,3 +Demons,Imagine Dragons,1,2012,1,1,26694,13,1840364617,65,82,"3,425",4,13,180,D#,Major,33,38,71,20,0,28,5 +ýýýýýýýýýýýý,YOASOBI,1,2023,4,12,356,16,143573775,35,102,8,1,117,166,C#,Major,57,84,94,11,0,37,9 +Reminder,The Weeknd,1,2016,11,25,6518,17,684675814,45,85,238,1,47,160,G#,Major,71,40,50,16,0,16,22 +Shake It Off,Taylor Swift,1,2014,1,1,21335,13,1113838873,328,70,"1,378",9,20,160,G,Major,65,95,80,5,0,41,16 +Why'd You Only Call Me When You're High?,Arctic Monkeys,1,2013,1,1,23389,29,1267333350,54,70,"1,089",2,1,92,D,Major,70,81,63,4,0,8,4 +SNAP,Rosa Linn,1,2022,3,19,3202,18,726307468,148,80,226,24,0,170,,Major,56,53,64,11,0,45,6 +Shape of You,Ed Sheeran,1,2017,1,6,32181,10,3562543890,33,0,"6,808",7,0,96,C#,Minor,83,93,65,58,0,9,8 +Night Changes,One Direction,1,2014,11,17,7124,18,1131090940,60,20,2,0,,120,G#,Major,67,40,52,86,0,12,4 +Fin de Semana,"Oscar Maydon, Junior H",2,2023,1,13,592,14,307370144,11,84,6,1,30,98,,Major,70,37,54,6,0,9,8 +Creep,Radiohead,1,1992,9,21,36724,7,1271293243,146,72,"6,807",5,80,92,G,Major,53,12,34,1,0,12,4 +Car's Outside,James Arthur,1,2019,10,18,794,10,265882712,38,25,61,0,263,150,A,Major,34,24,56,4,0,11,3 +Apocalypse,Cigarettes After Sex,1,2017,3,21,13091,17,841749534,61,96,790,2,116,94,F,Major,37,17,47,2,46,11,3 +Cheques,Shubh,1,2023,5,19,67,8,47956378,7,10,0,0,57,90,E,Minor,74,36,63,26,0,27,5 +Pink + White,Frank Ocean,1,2016,8,20,21574,30,806397070,112,68,266,1,39,160,A,Major,54,54,55,67,0,42,11 +Circles,Post Malone,1,2019,8,30,19664,16,2132335812,391,73,633,3,37,120,,Major,70,59,75,24,0,9,4 +Just The Way You Are,Bruno Mars,1,2010,1,1,21106,13,1641426668,82,0,"2,946",0,0,109,F,Major,63,46,85,1,0,9,5 +Take Me To Church,Hozier,1,2013,9,13,23804,31,2135158446,187,99,"4,623",1,0,129,E,Minor,57,41,66,63,0,12,5 +Bebe Dame,"Fuerza Regida, Grupo Frontera",2,2022,12,16,849,22,367316268,27,129,21,7,111,157,G,Major,54,75,60,30,0,7,5 +You Belong With Me (Taylor���s Ve,Taylor Swift,1,2021,4,9,2619,12,350381515,47,90,1,0,7,130,F#,Major,63,49,73,5,0,9,3 +Titi Me Preguntï¿,Bad Bunny,1,2022,5,6,9037,42,1264310836,124,133,139,14,166,107,F,Minor,65,19,72,10,0,13,25 +Better Than Revenge (Taylor's Version),Taylor Swift,1,2023,7,7,86,11,30343206,3,33,3,0,1,146,B,Minor,50,67,89,0,0,19,8 +Shut up My Moms Calling,Hotel Ugly,1,2020,2,10,1788,14,405136812,1,50,19,0,19,139,A,Minor,48,37,41,32,0,10,10 +Have You Ever Seen The Rain?,Creedence Clearwater Revival,1,1968,7,1,15890,14,1145727611,71,37,653,0,167,116,,Major,74,76,70,7,0,13,3 +Es un Secreto,Plan B,1,2010,7,20,492,36,540654286,4,3,19,0,0,95,F#,Minor,84,52,77,12,0,7,4 +POLARIS - Remix,"Feid, Mora, Saiko, Quevedo",4,2023,6,8,773,33,57312735,20,46,21,8,99,170,G#,Minor,62,55,80,15,0,37,7 +Ditto,NewJeans,1,2022,12,19,1154,22,397582059,28,125,11,1,51,134,F#,Minor,81,18,64,3,0,10,11 +Take On Me,a-ha,1,1984,10,19,44927,17,1479115056,34,0,"5,108",6,0,84,F#,Minor,57,86,90,2,0,9,5 +"Annihilate (Spider-Man: Across the Spider-Verse) (Metro Boomin & Swae Lee, Lil Wayne, Offset)","Swae Lee, Lil Wayne, Offset, Metro Boomin",4,2023,6,2,551,4,86773632,13,46,20,1,10,146,B,Minor,61,20,48,21,0,12,6 +"Angel Pt 1 (feat. Jimin of BTS, JVKE & Muni Long)","Kodak Black, NLE Choppa, Muni Long, JVKE, Jimin",5,2023,5,1,577,14,133753727,22,18,15,1,0,74,A#,Minor,53,24,67,11,0,10,28 +Acr��s,Shakira,1,2023,5,11,955,29,123124076,37,50,79,11,31,144,B,Major,75,35,48,84,0,10,12 +AMG,"Natanael Cano, Gabito Ballesteros, Peso Pluma",3,2022,11,24,995,19,463564958,12,117,9,5,3,136,B,Minor,77,79,73,15,0,27,10 +"Phir Aur Kya Chahiye (From ""Zara Hatke Zara Bachke"")","Arijit Singh, Sachin-Jigar, Amitabha Bhattacharya",3,2023,5,15,178,6,64533040,6,71,1,0,31,100,E,Major,56,53,55,53,0,12,4 +S-Class,Stray Kids,1,2023,6,2,290,19,65496046,9,101,5,0,73,105,F,Minor,89,67,78,9,0,7,33 +Hits Different,Taylor Swift,1,2023,5,26,547,0,68616963,15,15,6,0,0,106,F,Major,67,24,78,15,0,30,4 +Chanel,"Becky G, Peso Pluma",2,2023,3,30,681,10,161460990,15,92,21,2,26,132,D,Major,85,53,68,40,0,9,4 +Self Love (Spider-Man: Across the Spider-Verse) (Metro Boomin & Coi Leray),"Metro Boomin, Coi Leray",2,2023,6,2,332,5,70106975,18,41,5,0,19,120,A,Major,78,5,30,21,0,13,5 +Area Codes,"Kaliii, Kaliii",2,2023,3,17,1197,13,113509496,44,34,25,1,171,155,C#,Major,82,51,39,2,0,9,49 +Abcdario,"Junior H, Eden Mu�ï",2,2023,5,13,262,5,89933133,8,60,4,1,109,129,G#,Major,70,42,43,78,0,11,3 +Obsessed,"Abhijay Sharma, Riar Saab",2,2022,9,29,161,6,71007139,10,79,2,0,42,135,F,Minor,80,85,74,62,0,8,9 +Pi��man Deï¿,"Semicenk, Do��u ",2,2023,6,2,185,3,43522589,5,6,4,1,33,98,A#,Minor,73,45,62,28,0,13,13 +FLOWER,JISOO,1,2023,3,31,839,18,232896922,20,110,20,0,69,124,A,Minor,84,64,39,3,0,11,4 +"All The Way Live (Spider-Man: Across the Spider-Verse) (Metro Boomin & Future, Lil Uzi Vert)","Future, Lil Uzi Vert, Metro Boomin",3,2023,6,2,259,0,37126685,5,17,5,0,0,135,A,Minor,77,28,55,18,0,22,15 +Eyes Closed,Ed Sheeran,1,2023,3,23,2915,30,195576623,116,69,107,3,675,107,D,Major,78,39,53,30,0,11,6 +Escapism.,"RAYE, 070 Shake",2,2022,10,12,5129,25,532336353,116,84,114,18,348,96,D,Major,54,25,74,14,0,9,11 +La Jumpa,"Arcangel, Bad Bunny",2,2022,11,30,3794,34,538115192,47,77,53,10,8,123,G#,Major,71,58,70,30,0,32,19 +Karma (feat. Ice Spice),"Taylor Swift, Ice Spice",2,2023,5,26,588,0,46142772,23,21,31,0,0,90,G#,Major,62,7,62,6,0,58,6 +Superhero (Heroes & Villains) [with Future & Chris Brown],"Future, Chris Brown, Metro Boomin",3,2022,12,2,2959,16,401036314,41,69,38,0,36,117,F,Minor,72,45,59,14,0,20,21 +Las Morras,"BLESSD, Peso Pluma",2,2023,4,4,291,8,127026613,8,78,4,1,1,133,A,Minor,78,90,84,31,0,7,4 +CHORRITO PA LAS ANIMAS,Feid,1,2022,12,2,2321,36,345031710,29,65,34,5,3,96,G#,Minor,74,61,83,11,0,35,6 +Ch y la Pizza,"Fuerza Regida, Natanael Cano",2,2022,12,1,536,10,288101651,10,72,8,3,14,149,G#,Major,66,85,60,40,0,14,13 +Snow On The Beach (feat. More Lana Del Rey),"Lana Del Rey, Taylor Swift",2,2023,5,26,359,2,60350538,1,0,9,0,0,110,F#,Minor,66,32,40,81,0,11,3 +Players,Coi Leray,1,2022,11,30,4096,6,335074782,118,48,143,0,240,105,F#,Major,95,62,52,3,0,5,16 +Bite Me,ENHYPEN,1,2023,5,22,349,69,76767396,8,96,5,0,56,105,C#,Major,80,69,78,28,0,11,14 +Stand By Me (feat. Morgan Wallen),"Lil Durk, Morgan Wallen",2,2023,5,26,381,5,46065667,23,82,6,0,113,134,B,Major,76,61,58,6,0,16,3 +Normal,Feid,1,2022,7,8,2461,36,459276435,47,66,45,5,6,170,E,Minor,71,59,56,4,0,27,12 +Hummingbird (Metro Boomin & James Blake),"James Blake, Metro Boomin",2,2023,6,2,277,1,39666245,1,20,5,0,1,81,F#,Major,59,26,60,46,1,25,13 +Seu Brilho Sumiu - Ao Vivo,"Israel & Rodolffo, Mari Fernandez",2,2023,3,1,967,5,138517666,7,29,51,1,29,154,F#,Major,63,75,92,31,0,91,5 +Bad Habit,Steve Lacy,1,2022,6,29,8186,12,822633917,155,72,131,16,29,169,C#,Major,69,69,51,63,0,38,4 +CUFF IT,Beyoncï¿,1,2022,7,29,7842,10,595900742,215,88,330,26,23,115,G,Major,78,64,69,4,0,7,14 +Lilith (feat. SUGA of BTS) (Diablo IV Anthem),"Halsey, Suga",2,2023,6,5,215,6,51985779,6,14,8,2,4,84,A,Minor,43,14,74,1,0,19,8 +69,"Nicky Jam, Feid",2,2023,5,18,1134,22,57945987,39,14,48,2,3,93,G#,Major,79,58,62,11,0,11,23 +Ni��a Bo,"Sean Paul, Feid",2,2023,4,21,1305,34,115010040,29,26,43,5,44,91,G,Major,82,47,62,10,0,10,15 +Search & Rescue,Drake,1,2023,4,7,2066,6,175097833,58,70,43,0,182,142,A#,Minor,82,54,44,6,0,33,7 +AMERICA HAS A PROBLEM (feat. Kendrick Lamar),"Kendrick Lamar, Beyoncï¿",2,2023,5,19,896,0,57089066,34,2,33,0,1,126,C#,Major,78,20,70,1,0,16,4 +Lavender Haze,Taylor Swift,1,2022,10,21,3763,8,488386797,51,43,38,10,1,97,A#,Major,73,10,44,26,0,16,8 +"Link Up (Metro Boomin & Don Toliver, Wizkid feat. BEAM & Toian) - Spider-Verse Remix (Spider-Man: Across the Spider-Verse )","WizKid, Toian, Metro Boomin, Don Toliver, Beam",5,2023,6,2,197,0,32761689,3,10,3,0,0,101,F,Major,92,59,51,41,51,26,8 +Efecto,Bad Bunny,1,2022,5,6,4004,33,1047480053,34,65,43,6,2,98,G,Minor,80,23,48,14,0,6,5 +Erro Gostoso - Ao Vivo,Simone Mendes,1,2023,1,27,984,5,153454328,8,57,76,2,49,154,F#,Major,59,63,89,18,0,80,9 +Cupido,Tini,1,2023,2,14,1240,24,217672943,51,29,63,4,54,120,A,Major,91,63,58,52,0,31,22 +Just Wanna Rock,Lil Uzi Vert,1,2022,10,17,3995,13,457184829,72,27,47,0,0,150,B,Major,49,4,55,7,0,6,3 +Unstoppable,Sia,1,2016,1,21,7681,13,939844851,119,66,"1,145",2,,174,A,Major,47,27,78,11,0,10,8 +Until I Found You,Stephen Sanchez,1,2021,9,1,4427,4,726434358,69,100,154,20,438,202,A#,Major,34,25,51,69,0,18,4 +Rich Flex,"Drake, 21 Savage",2,2022,11,4,4657,18,573633020,84,84,42,0,23,153,B,Minor,56,42,52,5,0,36,24 +Easy On Me,Adele,1,2021,10,14,10195,20,1406111294,258,87,657,22,9,142,F,Major,60,13,37,58,0,13,3 +Cart��o B,"MC Caverinha, KayBlack",2,2023,5,11,269,4,71573339,7,2,30,1,11,108,A,Minor,84,55,47,26,0,20,64 +Danger (Spider) (Offset & JID),"Offset, JID",2,2023,6,2,214,0,24975653,3,3,6,0,0,143,B,Major,83,25,69,4,0,23,12 +Oi Balde - Ao Vivo,Z�� Neto & Crist,1,2023,2,14,845,2,145458418,12,57,47,1,33,108,D,Major,67,55,67,60,0,80,5 +The Real Slim Shady,Eminem,1,2000,1,1,20763,27,1424589568,81,53,"3,271",1,17,104,F,Minor,95,78,66,3,0,4,6 +MERCHO,"Migrantes, LiL CaKe, Nico Valdi",3,2022,12,16,1267,20,231332117,41,22,56,4,84,93,F#,Minor,84,96,79,43,0,18,11 +The Color Violet,Tory Lanez,1,2021,12,10,2585,32,415932686,3,79,21,1,54,105,F#,Minor,65,46,53,16,0,9,5 +Glimpse of Us,Joji,1,2022,6,10,6330,6,988515741,109,42,158,3,31,170,G#,Major,44,27,32,89,0,14,5 +Mejor Que Yo,"Mambo Kingz, DJ Luian, Anuel Aa",3,2023,5,4,675,1,50847624,9,13,11,0,1,178,C#,Minor,62,56,66,18,0,12,5 +Curtains,Ed Sheeran,1,2023,5,5,715,0,39893489,37,3,27,0,50,176,F#,Minor,50,44,76,10,0,32,5 +UNFORGIVEN (feat. Nile Rodgers),"Nile Rodgers, LE SSERAFIM",2,2023,5,1,327,13,92035115,14,110,9,0,49,104,E,Minor,80,38,88,11,0,11,5 +Haegeum,Agust D,1,2023,4,21,244,12,118810253,6,84,10,2,9,85,G,Major,70,83,84,31,0,47,30 +Conex��es de M��fia (feat. Rich ,"Rich The Kid, Matuï¿",2,2023,4,30,385,4,77233241,17,7,41,1,29,117,F#,Minor,77,69,58,39,0,26,5 +MIENTRAS ME CURO DEL CORA,Karol G,1,2023,2,24,1020,35,206399629,15,26,30,6,0,80,,Major,52,57,48,86,0,15,39 +Never Felt So Alone,Labrinth,1,2023,4,7,1730,3,117747907,46,5,51,0,20,98,F,Major,44,36,41,50,0,38,5 +X SI VOLVEMOS,"Karol G, Romeo Santos",2,2023,2,2,2127,33,266624541,45,80,53,8,4,178,C#,Minor,79,58,78,34,0,11,25 +ceilings,Lizzy McAlpine,1,2022,4,8,3242,9,293186992,67,55,48,0,6,148,A,Major,51,27,33,48,0,22,3 +Cupid,Fifty Fifty,1,2023,2,24,526,10,139681964,15,93,30,0,320,120,D,Major,77,94,66,65,0,38,3 +I AM,IVE,1,2023,4,10,366,15,123132751,16,102,7,0,55,122,E,Minor,68,38,88,1,0,8,5 +Cupid ��� Twin Ver. (FIFTY FIFTY) ��� Spe,sped up 8282,1,1997,1,1,472,2,103762518,0,0,6,0,0,144,F,Major,74,75,73,42,0,9,4 +Shorty Party,"Cartel De Santa, La Kelly",2,2023,3,4,432,12,162887075,8,14,12,2,33,96,D,Major,93,47,47,33,0,10,36 +Super,SEVENTEEN,1,2023,4,24,271,12,91221625,16,103,9,0,55,137,G#,Major,77,35,88,16,0,17,9 +Slut Me Out,NLE Choppa,1,2022,4,22,816,4,190490915,21,4,13,0,4,121,F#,Minor,94,71,61,12,0,53,42 +Double Fantasy (with Future),"The Weeknd, Future",2,2023,4,21,1169,0,96180277,36,65,28,0,0,119,A,Minor,60,10,57,1,0,50,3 +All Of The Girls You Loved Before,Taylor Swift,1,2019,8,23,1282,6,185240616,26,6,19,0,5,96,D,Major,72,40,47,71,0,13,4 +PROVENZA,Karol G,1,2022,4,21,6587,34,885093467,114,104,147,11,20,111,C#,Major,87,53,52,66,1,11,5 +Princess Diana (with Nicki Minaj),"Nicki Minaj, Ice Spice",2,2023,4,14,1444,4,104992946,0,0,0,0,0,148,A,Major,90,74,68,14,0,10,19 +Di Que Si,"Grupo Marca Registrada, Grupo Frontera",2,2023,2,3,356,10,147290338,4,64,4,2,37,182,A,Major,57,80,59,8,0,6,5 +Shivers,Ed Sheeran,1,2021,9,9,10147,30,1302184087,234,71,543,18,,141,D,Major,79,82,86,28,0,4,9 +Igualito a Mi Apï¿,"Fuerza Regida, Peso Pluma",2,2022,12,30,265,6,158950978,8,84,5,1,4,145,E,Minor,76,80,81,19,0,6,9 +Shoong! (feat. LISA of BLACKPINK),"TAEYANG, Lisa",2,2023,4,25,351,9,76910644,16,90,10,0,64,110,B,Minor,76,26,70,1,0,41,6 +Komang,Raim Laode,1,2022,8,16,158,4,137123880,5,6,1,1,18,134,G,Major,70,35,41,41,0,10,3 +DESPECHï¿,ROSAL�,1,2022,7,28,7613,33,782369383,180,90,422,15,55,130,G,Major,92,78,62,18,0,6,10 +Made You Look,Meghan Trainor,1,2022,10,21,3956,6,502574952,142,23,127,3,16,145,A#,Major,84,88,53,35,0,8,7 +Watch This - ARIZONATEARS Pluggnb Remix,"sped up nightcore, ARIZONATEARS, Lil Uzi Vert",3,2023,2,5,1638,10,207033255,0,0,21,0,0,130,B,Minor,69,36,90,1,10,15,4 +No Se Va,Grupo Frontera,1,2022,4,28,924,18,404887295,17,80,22,9,38,173,,Major,59,69,53,12,0,23,3 +Punto G,Quevedo,1,2022,11,4,1985,35,381161027,34,26,37,5,1,92,B,Minor,75,55,76,25,0,10,15 +Lovers Rock,TV Girl,1,2014,6,5,6339,13,466231982,3,1,36,1,37,105,F,Minor,56,57,87,0,1,10,4 +METAMORPHOSIS,INTERWORLD,1,2021,11,25,1561,24,357580552,18,78,24,0,30,175,G,Minor,59,15,64,43,90,12,10 +Mami Chula,"Quevedo, Jhayco",2,2023,4,27,875,4,61105704,17,13,27,0,43,120,G,Minor,80,33,70,22,0,9,4 +En Paris,"El Chachito, Junior H",2,2022,12,24,406,5,198275403,3,31,2,1,0,139,D#,Minor,70,77,48,37,0,12,5 +Set Me Free Pt.2,Jimin,1,2023,3,17,340,13,168448603,4,71,16,1,9,132,,Minor,59,56,82,12,0,12,6 +I Was Never There,"The Weeknd, Gesaffelstein",2,2018,3,29,4188,15,705469769,30,70,142,0,27,114,A#,Major,32,17,74,14,0,17,3 +Don't ever say love me (feat. RM of BTS),"RM, Colde",2,2023,5,4,105,0,34502215,5,9,5,0,0,145,B,Minor,54,19,48,36,0,37,5 +Shut Down,BLACKPINK,1,2022,9,16,1524,17,482175240,53,120,62,0,2,110,,Major,82,67,69,0,0,18,4 +Gato de Noche,"Nengo Flow, Bad Bunny",2,2022,12,22,2651,30,304118600,21,55,32,3,0,94,G#,Major,89,61,66,17,0,36,16 +Call Out My Name,The Weeknd,1,2018,3,29,11087,6,1449799467,151,107,801,1,105,134,C#,Major,45,17,60,21,0,33,4 +Like Crazy (English Version),Jimin,1,2023,3,24,373,19,173627354,4,72,5,0,5,120,G,Major,62,32,76,0,0,39,4 +Rosa Pastel,"Jasiel Nu��ez, Peso P",2,2023,2,2,200,4,90025258,8,77,2,1,1,123,G,Minor,70,86,68,24,0,11,4 +Sunroof,"Nicky Youre, Dazy",2,2021,12,3,3741,17,652704649,156,35,110,19,0,131,A#,Major,77,84,71,35,0,15,4 +Lose Yourself - Soundtrack Version,Eminem,1,2002,1,1,32502,21,1829992958,247,54,"5,567",1,51,171,D,Major,70,6,73,1,0,36,26 +Superman,"Eminem, Dina Rae",2,2002,5,26,7615,14,655466831,18,51,"1,005",0,0,130,E,Minor,80,64,76,2,0,20,6 +Mas Rica Que Ayer,"Mambo Kingz, DJ Luian, Anuel Aa",3,2023,3,2,1208,34,146409671,10,41,20,0,1,94,B,Major,82,53,67,34,0,9,8 +People Pt.2 (feat. IU),"IU, Agust D",2,2023,4,7,209,4,95816024,4,45,11,2,24,89,G,Minor,73,44,57,39,0,32,6 +REMIX EXCLUSIVO,Feid,1,2023,3,17,1235,9,117206995,20,8,15,0,6,87,F,Minor,65,71,56,4,0,15,20 +"Arc��ngel: Bzrp Music Sessions, Vol","Arcangel, Bizarrap",2,2023,3,22,654,3,100409613,11,3,18,1,1,124,B,Minor,72,79,78,55,0,15,30 +DOGTOOTH,"Tyler, The Creator",2,2023,3,27,1479,0,80758350,23,0,18,0,33,78,G#,Major,71,80,65,51,0,22,32 +10:35,"Ti��sto, Tate M",2,2022,11,1,4942,26,325592432,190,104,147,18,63,120,G#,Major,70,70,79,7,0,18,10 +SORRY NOT SORRY,"Tyler, The Creator",2,2023,3,31,709,0,58473276,8,1,13,0,0,96,F#,Minor,48,50,80,40,0,37,20 +HAPPY,NF,1,2023,3,25,660,0,52722996,22,7,11,0,78,106,G,Major,73,22,86,31,0,12,4 +La Bebe,Yng Lvcas,1,2021,12,24,489,17,191945597,4,11,5,1,2,170,D,Minor,78,75,46,62,0,12,35 +I Know - PR1SVX Edit,"Kanii, PR1ISVX",2,2023,3,24,407,0,77377503,16,15,5,0,1,134,B,Minor,67,11,76,8,47,30,7 +Late Night Talking,Harry Styles,1,2022,5,20,7461,8,743693613,166,42,199,16,58,115,A#,Major,71,90,73,30,0,11,5 +Le�,Mar��lia Mendo,1,2022,12,9,993,4,267789608,30,84,88,1,28,130,F#,Major,74,79,87,45,0,30,3 +Save Your Tears (with Ariana Grande) (Remix),"Ariana Grande, The Weeknd",2,2020,3,20,9161,5,1221813483,240,98,468,3,10,118,,Major,65,63,79,3,0,10,3 +Something in the Orange,Zach Bryan,1,2022,4,22,3282,12,449701773,67,84,46,16,117,110,G,Major,59,22,38,42,0,12,3 +VOID,Melanie Martinez,1,2023,3,29,596,0,67070410,29,9,12,0,52,100,A,Major,72,42,66,18,4,19,4 +Dijeron Que No La Iba Lograr,"Fuerza Regida, Chino Pacas",2,2023,3,14,320,6,116334601,5,48,2,1,9,142,G,Minor,70,76,79,26,0,11,7 +Midnight Rain,Taylor Swift,1,2022,10,21,2612,4,433356509,19,29,21,0,0,140,,Major,64,18,37,72,0,12,7 +If We Ever Broke Up,Mae Stephens,1,2023,2,10,2040,4,165584767,81,27,66,9,444,116,G,Major,90,96,73,62,0,9,4 +You Proof,Morgan Wallen,1,2022,5,13,2128,9,367814306,37,88,9,0,14,120,A,Major,73,64,85,25,0,61,3 +LA INOCENTE,"Feid, Mora",2,2022,4,1,2598,37,477033549,28,57,43,8,85,92,F,Minor,76,46,79,31,0,7,6 +Malas Decisiones,Kenia OS,1,2022,10,26,542,2,156214700,23,2,21,0,0,110,G#,Minor,81,64,79,5,0,31,3 +Murder In My Mind,Kordhell,1,2022,1,21,2459,20,448843705,20,68,50,0,22,120,A#,Major,71,57,97,1,0,13,11 +Gangsta's Paradise,"Coolio, L.V.",2,1995,7,11,10624,17,1357608774,21,0,386,0,,80,G#,Major,63,40,61,9,0,56,6 +CAIRO,"Karol G, Ovy On The Drums",2,2022,11,13,2418,26,294352144,52,66,55,1,16,115,F,Minor,95,43,69,47,0,9,31 +I Love You So,The Walters,1,2014,11,28,7536,7,972164968,44,19,135,0,6,76,A#,Major,58,46,67,65,0,13,4 +Dark Red,Steve Lacy,1,2017,2,20,10431,7,920045682,71,53,181,0,10,172,F#,Major,60,77,78,45,0,12,6 +Say You Won't Let Go,James Arthur,1,2016,9,9,15722,16,2420461338,231,37,"1,509",0,13,99,A#,Major,40,45,56,69,0,9,5 +The Hills,The Weeknd,1,2015,5,27,25744,4,1947371785,122,94,"1,992",0,18,136,,Minor,36,12,57,9,0,14,8 +Heart To Heart,Mac DeMarco,1,2019,5,10,1640,0,244658767,27,27,29,1,1,150,G#,Minor,90,64,14,67,35,11,10 +Peaches (from The Super Mario Bros. Movie),Jack Black,1,2023,4,7,34,0,68216992,0,0,0,0,0,92,A#,Minor,71,41,31,79,0,10,5 +Marisola - Remix,"Duki, NICKI NICOLE, Cris Mj, Standly, Stars Music Chile",5,2022,12,15,1845,16,223582566,20,8,30,2,0,95,C#,Major,77,72,87,17,0,7,5 +LOKERA,"Brray, Rauw Alejandro, Lyanno",3,2022,7,25,3301,30,471819764,72,64,64,6,3,102,B,Minor,83,58,83,21,0,10,5 +Low,SZA,1,2022,12,9,1911,0,272377463,23,71,14,0,9,145,,Minor,70,34,55,43,0,16,6 +Numb,Linkin Park,1,2003,3,24,20111,5,1361425037,39,0,"7,341",0,0,110,A,Major,50,24,86,0,0,64,4 +Tormenta (feat. Bad Bunny),"Gorillaz, Bad Bunny",2,2023,2,24,1529,0,149778242,32,18,39,2,0,95,,Major,64,30,77,46,0,38,6 +on the street (with J. Cole),"j-hope, J. Cole",2,2023,3,3,615,2,116599790,22,82,8,0,9,94,B,Minor,68,81,82,53,0,9,13 +One Thing At A Time,Morgan Wallen,1,2022,12,2,811,4,148469433,11,58,5,0,21,142,G,Major,61,92,91,0,0,26,3 +Miss You,"Robin Schulz, Oliver Tree",2,2022,8,5,5730,10,497225336,108,16,197,3,165,145,F#,Minor,59,20,74,1,0,15,5 +Ain���t Tha,Morgan Wallen,1,2023,3,3,356,4,88791109,4,20,0,0,0,121,F#,Minor,64,67,80,0,0,36,3 +Thinkin��� B,Morgan Wallen,1,2023,3,3,604,6,125917280,22,101,0,0,66,140,D#,Minor,66,43,76,49,0,12,3 +Private Landing (feat. Justin Bieber & Future),"Don Toliver, Future, Justin Bieber",3,2023,2,23,1190,0,105062254,29,3,18,0,19,137,C#,Minor,84,44,67,8,0,11,6 +Everything I Love,Morgan Wallen,1,2023,1,31,579,0,95623148,11,54,0,0,103,104,G#,Major,56,72,85,0,0,15,3 +Heaven,Niall Horan,1,2023,2,17,1553,2,144584800,61,6,48,0,150,92,F,Major,57,68,76,7,0,33,3 +LET GO,Central Cee,1,2022,12,15,2301,20,298063749,49,23,110,0,8,146,D,Minor,74,51,45,86,0,21,38 +Sial,Mahalini,1,2023,1,23,134,4,166570053,4,6,0,0,23,120,D,Major,56,20,43,89,0,12,4 +I Wrote The Book,Morgan Wallen,1,2023,1,31,430,0,83021468,15,17,0,0,0,144,D,Major,68,83,81,9,0,8,4 +"Apna Bana Le (From ""Bhediya"")","Arijit Singh, Sachin-Jigar",2,2022,11,5,86,0,139836056,11,101,0,0,48,94,A,Major,59,44,56,80,0,6,3 +SPIT IN MY FACE!,ThxSoMch,1,2022,10,31,629,14,303216294,32,3,9,0,0,94,G#,Major,73,65,79,5,2,11,6 +PLAYA DEL INGL�,"Myke Towers, Quevedo",2,2022,12,15,1701,15,221409663,30,15,34,2,47,113,G,Minor,79,66,74,8,0,11,5 +Man Made A Bar (feat. Eric Church),"Morgan Wallen, Eric Church",2,2023,3,3,329,0,58890931,14,35,1,0,0,148,E,Major,50,49,76,12,0,12,3 +Red Ruby Da Sleeze,Nicki Minaj,1,2023,3,3,1168,0,81419389,45,11,20,0,21,98,C#,Major,70,29,73,12,0,11,26 +Kahani Suno 2.0,Kaifi Khalil,1,2022,5,31,162,6,156777415,1,10,1,0,1,140,B,Major,58,26,38,91,0,10,4 +Nobody Gets Me,SZA,1,2022,12,9,2536,6,284908316,59,100,58,13,2,100,G,Major,36,28,28,81,0,18,3 +PERO Tï¿,"Karol G, Quevedo",2,2023,2,23,387,11,93438910,11,15,14,3,1,140,F#,Major,86,68,79,39,0,11,29 +Hype Boy,NewJeans,1,2022,8,1,892,17,363472647,20,119,12,2,7,100,E,Minor,59,78,94,27,0,29,23 +Bloody Mary,Lady Gaga,1,2011,1,1,3909,0,372476382,66,26,277,3,734,100,A,Minor,59,49,65,2,0,13,3 +Monoton�,"Ozuna, Shakira",2,2022,10,19,3645,15,380726517,118,34,150,4,19,132,,Minor,87,82,70,42,0,21,5 +ýýý98 Braves,Morgan Wallen,1,2023,3,3,282,0,56533272,6,15,0,0,0,142,D,Major,49,48,67,10,0,26,3 +WANDA,Quevedo,1,2023,1,20,888,22,175399345,11,24,7,1,7,176,E,Minor,72,96,63,25,0,21,7 +Thought You Should Know,Morgan Wallen,1,2022,5,6,968,4,203221468,16,53,1,0,61,140,F#,Major,53,51,70,49,0,14,3 +In The End,Linkin Park,1,2000,10,24,25065,6,1624165576,63,0,"6,808",2,0,105,D#,Minor,55,40,90,1,0,32,6 +Zona De Perigo,Leo Santana,1,2022,12,8,531,4,134294498,20,1,71,2,0,135,F,Major,81,97,77,75,0,35,3 +Lovezinho,Treyce,1,2022,7,28,242,0,70069745,12,2,13,0,4,128,E,Minor,82,61,59,30,0,12,4 +I Like You (A Happier Song) (with Doja Cat),"Post Malone, Doja Cat",2,2022,6,3,5281,14,609293408,94,21,80,15,38,101,F,Major,74,43,69,12,0,12,7 +Neverita,Bad Bunny,1,2022,5,6,2590,30,671365962,20,64,35,6,0,122,A#,Major,88,43,50,7,0,14,5 +Vista Al Mar,Quevedo,1,2022,9,8,1769,34,362361576,16,19,21,3,4,105,,Minor,76,49,56,80,12,10,13 +Sem Alian��a no ,"MC Xenon, Os Gemeos da Putaria",2,2022,12,23,454,4,93587665,6,1,21,0,1,83,C#,Major,53,40,36,73,0,11,33 +Enemy (with JID) - from the series Arcane League of Legends,"Imagine Dragons, League of Legends, JID, Arcane",4,2021,9,3,6180,7,1223481149,122,88,580,21,10,77,B,Minor,72,59,76,24,0,42,28 +Revenge,XXXTENTACION,1,2017,8,25,3600,11,1022258230,7,0,203,0,2,140,B,Minor,75,18,25,78,0,11,26 +Bombonzinho - Ao Vivo,"Israel & Rodolffo, Ana Castela",2,2022,11,3,1254,6,263453310,26,69,73,2,6,158,C#,Major,65,72,95,31,0,92,5 +LA CANCI�,"J Balvin, Bad Bunny",2,2019,6,28,6398,31,1435127549,177,109,305,3,5,176,G,Major,75,43,65,15,0,11,32 +Qu�� Ago,"Yuridia, Angela Aguilar",2,2022,10,20,660,15,236857112,19,59,18,5,52,98,B,Major,73,88,57,56,0,5,2 +Love Again,The Kid Laroi,1,2023,1,27,1283,0,147538971,57,4,48,0,0,107,B,Minor,66,47,40,72,0,11,3 +After Hours,The Weeknd,1,2020,2,19,8084,6,698086140,45,115,218,1,221,109,F,Minor,66,16,57,10,1,12,3 +About Damn Time,Lizzo,1,2022,7,15,2332,2,723894473,0,0,25,0,0,109,A#,Minor,84,72,74,10,0,34,7 +Born With A Beer In My Hand,Morgan Wallen,1,2023,3,3,203,0,34450974,5,9,0,0,0,148,,Major,53,61,81,5,0,36,4 +ýýýýýýýýýýýýýýýýýýýýý,Fujii Kaze,1,2020,5,20,685,14,403097450,24,94,9,0,23,158,F#,Minor,60,52,76,17,0,19,5 +Besos Moja2,"Wisin & Yandel, ROSAL�",2,2022,9,29,2460,13,309483971,53,7,56,3,1,94,F,Minor,74,64,73,6,0,10,6 +Maan Meri Jaan,King,1,2022,10,12,288,6,319566866,11,80,1,0,8,96,F#,Minor,70,40,51,35,0,10,4 +Moscow Mule,Bad Bunny,1,2022,5,6,4572,33,909001996,74,113,85,9,2,100,F,Minor,80,29,67,29,0,12,3 +My Universe,"Coldplay, BTS",2,2021,9,24,6127,13,1061966512,0,0,0,0,0,105,A,Major,58,42,68,1,0,14,4 +Devil Don���,Morgan Wallen,1,2023,3,3,166,0,32526947,2,10,0,0,0,125,,Major,53,32,66,38,0,9,3 +LLYLM,ROSAL�,1,2023,1,27,1838,0,124988687,105,41,114,1,59,170,F#,Minor,56,56,63,13,0,19,27 +I'm Not Here To Make Friends,"Sam Smith, Calvin Harris, Jessie Reyez",3,2023,1,27,1890,0,103787664,86,1,49,0,9,115,,Major,70,84,90,17,0,41,6 +TRUSTFALL,P!nk,1,2023,1,27,2098,16,134255790,88,24,101,7,451,122,G#,Major,64,25,89,0,0,15,9 +ANTIFRAGILE,LE SSERAFIM,1,2022,10,17,761,12,301051721,23,95,11,0,3,105,A#,Minor,88,82,80,8,0,11,8 +Boy's a liar,PinkPantheress,1,2022,11,30,1225,0,156338624,27,0,28,13,0,133,F,Major,66,74,84,25,0,21,4 +VIBE (feat. Jimin of BTS),"TAEYANG, Jimin",2,2023,1,13,415,2,152850295,15,40,21,1,15,100,,Major,79,60,68,7,0,26,4 +Shirt,SZA,1,2022,10,28,3469,0,309653982,71,95,31,0,2,120,D#,Minor,82,55,45,15,3,9,10 +Lift Me Up - From Black Panther: Wakanda Forever - Music From and Inspired By,Rihanna,1,2022,10,28,3311,0,297328960,129,31,212,1,41,177,A,Major,25,17,30,90,0,13,3 +STAR WALKIN' (League of Legends Worlds Anthem),Lil Nas X,1,2022,9,22,2616,0,332506354,113,17,208,0,192,142,D,Minor,64,31,72,15,0,9,5 +"Sex, Drugs, Etc.",Beach Weather,1,2016,11,4,3006,16,480507035,47,60,87,12,124,144,E,Minor,57,47,84,1,1,52,4 +Boy With Luv (feat. Halsey),"Halsey, BTS",2,2019,4,12,4260,0,1065580332,113,92,259,0,1,120,B,Minor,65,80,86,9,0,19,10 +"Hey, Mickey!",Baby Tate,1,2016,9,27,482,0,122763672,9,1,12,4,3,135,D,Major,92,73,51,55,0,15,6 +Calm Down,R�ï,1,2022,2,9,4013,10,445763624,107,44,750,22,,107,B,Major,81,82,78,38,0,12,4 +Jhoome Jo Pathaan,"Arijit Singh, Vishal Dadlani, Sukriti Kakar, Vishal-Shekhar, Shekhar Ravjiani, Kumaar",6,2022,12,22,138,4,1365184,13,78,2,0,0,105,G,Major,82,62,74,10,0,33,7 +Escapism. - Sped Up,"RAYE, 070 Shake",2,2022,11,25,1368,0,184308753,12,1,11,0,8,108,F#,Minor,44,38,77,9,0,9,20 +Space Song,Beach House,1,2015,1,1,17852,4,789753877,69,76,335,0,,147,,Minor,51,62,79,22,13,14,3 +Dreamers [Music from the FIFA World Cup Qatar 2022 Official Soundtrack],"BTS, Jung Kook, FIFA Sound",3,2022,11,20,889,20,323358833,11,78,35,0,21,115,,Major,71,34,88,16,0,44,4 +Te Felicito,"Shakira, Rauw Alejandro",2,2022,4,21,4796,9,606361689,124,66,212,13,1,174,F,Major,70,57,64,23,0,8,32 +Mu��,"Steve Aoki, Tini, La Joaqui",3,2023,1,12,658,6,120972253,33,7,53,2,0,90,A#,Minor,68,83,71,3,0,31,8 +TV,Billie Eilish,1,2022,7,21,3009,2,338564981,68,89,65,0,25,141,E,Minor,41,9,25,84,1,14,4 +I'm Not The Only One,Sam Smith,1,2014,1,1,17492,3,1606986953,136,24,"1,959",0,30,82,F,Major,68,50,49,56,0,8,4 +Heather,Conan Gray,1,2020,3,20,6170,7,1301799902,82,1,231,0,2,92,F,Major,47,25,43,62,0,32,3 +"Besharam Rang (From ""Pathaan"")","Vishal-Shekhar, Shilpa Rao, Caralisa Monteiro, Kumaar, Vishal Dadlani, Shekhar Ravjiani",6,2022,12,12,130,4,140187018,21,79,2,0,0,116,G#,Minor,77,65,80,6,0,15,4 +One Kiss (with Dua Lipa),"Calvin Harris, Dua Lipa",2,2017,6,2,27705,10,1897517891,537,122,"2,726",6,,124,A,Minor,79,59,86,4,0,8,11 +Sugar Rush Ride,TOMORROW X TOGETHER,1,2023,1,27,359,0,107642809,12,56,13,0,13,125,A#,Minor,71,83,89,1,0,17,9 +Pink Venom,BLACKPINK,1,2022,8,19,1963,16,551305895,57,119,77,1,13,90,,Major,80,71,69,2,0,27,10 +WAIT FOR U (feat. Drake & Tems),"Drake, Future, Tems",3,2022,4,27,5491,14,556585270,128,84,75,0,35,83,C#,Major,46,34,64,31,0,7,34 +Don't Start Now,Dua Lipa,1,2019,10,31,27119,0,2303033973,532,77,"1,535",3,8,124,B,Minor,79,68,79,1,0,10,8 +After Dark,Mr.Kitty,1,2014,8,8,1776,14,646886885,1,9,3,0,0,140,G#,Major,58,4,60,7,41,8,3 +Eu Gosto Assim - Ao Vivo,"Gustavo Mioto, Mari Fernandez",2,2022,9,16,1473,4,222612678,27,64,66,1,4,154,,Major,64,61,91,15,0,72,4 +INDUSTRY BABY (feat. Jack Harlow),"Jack Harlow, Lil Nas X",2,2021,7,23,13315,0,1814349763,300,47,690,0,,150,D#,Minor,74,89,70,2,0,5,6 +MIDDLE OF THE NIGHT,Elley Duhï¿,1,2020,1,10,4057,8,872137015,78,21,240,1,52,186,E,Minor,41,9,61,2,0,12,5 +Atlantis,Seafret,1,2015,4,22,3045,6,571386359,43,53,134,1,32,166,G#,Minor,40,23,48,5,0,12,3 +PUNTO 40,"Baby Rasta, Rauw Alejandro",2,2022,9,22,3006,12,304079786,54,32,66,2,0,107,,Major,87,20,83,0,4,31,9 +Evoque Prata,"DJ Escobar, MC MENOR SG, MC MENOR HR",3,2022,9,9,852,0,174006928,14,1,50,0,0,87,G,Major,87,52,52,31,0,28,24 +How Do I Say Goodbye,Dean Lewis,1,2022,8,5,2163,15,284785823,72,97,58,0,154,82,G#,Major,40,39,64,21,0,7,7 +Blind,SZA,1,2022,12,9,1484,0,163284000,22,51,12,0,0,114,A,Minor,46,60,28,91,0,21,4 +Die For You,Joji,1,2022,11,4,1703,0,246390068,38,45,36,16,0,148,G#,Major,47,15,52,38,13,29,5 +Doja,Central Cee,1,2022,7,20,4169,44,482257456,57,44,183,1,11,140,F#,Major,91,97,57,38,0,40,29 +Gatita,Bellakath,1,2022,10,3,1054,0,168684524,9,0,15,0,1,101,G,Major,90,76,81,15,24,33,6 +Rumble,"Skrillex, Flowdan, Fred again..",3,2022,1,17,2849,0,78489819,39,45,27,0,1,140,C#,Minor,81,6,84,5,23,6,6 +Niagara Falls (Foot or 2) [with Travis Scott & 21 Savage],"Travis Scott, 21 Savage, Metro Boomin",3,2022,12,2,1602,0,195516622,12,22,12,0,2,88,G,Minor,49,24,66,19,0,18,29 +Yonaguni,Bad Bunny,1,2021,6,4,9644,28,1260594497,120,86,164,4,0,180,C#,Major,64,44,65,28,0,14,12 +Super Freaky Girl,Nicki Minaj,1,2022,8,12,4827,0,428685680,104,17,76,9,2,133,D,Major,95,91,89,6,0,31,24 +Running Up That Hill (A Deal With God),Kate Bush,1,1985,9,16,21811,0,1024858327,117,1,676,3,0,108,A#,Minor,63,20,55,72,0,6,6 +Dream On,Aerosmith,1,1973,1,5,168,0,838586769,0,0,5,0,0,80,F,Minor,39,24,43,39,0,23,3 +Limbo,Freddie Dredd,1,2022,8,11,688,0,199386237,14,1,17,0,2,75,B,Minor,80,46,62,3,6,11,46 +Where Are You Now,"Lost Frequencies, Calum Scott",2,2021,7,30,10565,44,972509632,238,122,557,17,58,121,F#,Minor,67,26,64,52,0,17,10 +WORTH NOTHING,"Twisted, Oliver Tree",2,2022,9,28,1612,0,213438580,34,54,34,0,2,140,D,Minor,58,17,62,18,0,20,8 +Bad Habits,Ed Sheeran,1,2020,9,3,12755,8,1555511105,344,97,945,15,,126,B,Minor,81,59,90,5,0,36,3 +KICK BACK,Kenshi Yonezu,1,2022,10,12,574,4,210038833,38,101,26,0,0,102,C#,Major,58,29,94,0,0,9,11 +Evergreen (You Didn���t Deserve Me A,Omar Apollo,1,2022,4,8,2499,0,227918678,70,0,49,0,0,82,A,Major,70,31,34,60,1,11,4 +Good Days,SZA,1,2020,12,24,10426,2,826623384,133,109,182,1,10,121,C#,Minor,46,53,78,23,0,72,6 +Levitating (feat. DaBaby),"Dua Lipa, DaBaby",2,2020,3,27,15894,8,1802514301,198,13,544,0,60,103,F#,Minor,70,92,83,1,0,7,6 +Woman,Doja Cat,1,2021,6,25,9424,0,1329090101,202,50,463,4,,108,F,Minor,82,88,76,9,0,12,9 +Shut up My Moms Calling - (Sped Up),Hotel Ugly,1,2022,9,14,713,7,181831132,2,4,6,0,0,85,F,Minor,65,36,47,31,0,12,10 +Ferrari,"James Hype, Miggy Dela Rosa",2,2022,3,14,7758,28,462791599,173,79,175,0,168,125,C#,Minor,84,70,69,1,0,5,5 +"You're On Your Own, Kid",Taylor Swift,1,2022,10,21,2537,2,348647203,8,18,20,0,1,120,D,Major,69,40,39,41,0,13,6 +"Kesariya (From ""Brahmastra"")","Pritam, Arijit Singh, Amitabh Bhattacharya",3,2022,7,17,292,6,366599607,26,98,4,0,0,94,,Major,58,44,57,57,0,10,3 +Agudo M��gi,"Styrx, utku INC, Thezth",3,1930,1,1,323,0,90598517,4,0,14,0,0,130,F#,Minor,65,49,80,22,4,7,5 +Payphone,"Maroon 5, Wiz Khalifa",2,2012,1,1,14143,4,1479264469,56,38,"1,891",1,,110,E,Major,74,51,74,2,0,29,4 +All I Want for Christmas Is You,Mariah Carey,1,1994,10,28,25653,0,1449779435,387,132,"2,094",0,,150,G,Major,34,33,63,16,0,7,4 +Last Christmas,Wham!,1,1984,1,1,22153,0,1159176109,274,111,"1,302",0,,107,B,Minor,74,88,65,28,0,46,3 +Rockin' Around The Christmas Tree,Brenda Lee,1,1958,1,1,14994,0,769213520,191,168,206,0,,140,G#,Major,70,85,41,71,0,45,5 +Jingle Bell Rock,Bobby Helms,1,1957,1,1,10326,0,741301563,165,99,104,0,,119,D,Major,74,78,37,84,0,6,3 +It's Beginning To Look A Lot Like Christmas,Michael Bublï¿,1,2011,10,14,12353,0,807561936,35,0,549,0,0,93,E,Major,35,38,23,91,0,29,3 +Santa Tell Me,Ariana Grande,1,2013,12,13,9408,0,834129063,231,106,439,0,,133,G,Major,46,53,63,5,0,30,18 +It's the Most Wonderful Time of the Year,Andy Williams,1,1963,10,14,8879,0,663832097,182,107,160,0,1,202,G,Major,24,76,60,77,0,12,4 +Let It Snow! Let It Snow! Let It Snow!,Dean Martin,1,1959,11,16,6512,0,446390129,88,1,277,0,0,134,C#,Major,45,72,24,91,0,18,4 +Snowman,Sia,1,2017,1,1,5140,0,690104769,85,110,500,0,,105,C#,Major,72,33,51,48,0,9,3 +Underneath the Tree,Kelly Clarkson,1,2013,10,25,6596,0,485285717,144,99,251,0,0,160,G#,Major,51,69,81,0,0,21,5 +Feliz Navidad,Jos�� Felic,1,1970,11,1,3788,0,520034544,21,3,10,0,0,148,D,Major,50,96,82,47,0,34,4 +Holly Jolly Christmas,Michael Bublï¿,1,2011,10,14,7655,0,476244795,5,0,291,0,0,151,G,Major,65,70,47,87,0,9,4 +Mistletoe,Justin Bieber,1,2011,1,1,9577,0,629173063,195,111,310,0,0,162,F#,Minor,67,88,54,51,0,9,4 +Sleigh Ride,The Ronettes,1,1963,11,22,10114,0,404664135,114,74,262,0,0,92,D,Major,53,84,77,40,0,32,3 +Seek & Destroy,SZA,1,2022,12,9,1007,0,98709329,5,31,1,0,0,152,C#,Major,65,35,65,44,18,21,7 +Love Language,SZA,1,2022,12,9,1127,0,110849052,16,63,8,0,0,65,A,Minor,71,55,26,85,0,13,8 +Happy Xmas (War Is Over),"John Lennon, The Harlem Community Choir, The Plastic Ono Band, Yoko Ono",4,1971,12,1,10829,0,460492795,130,1,390,0,0,147,D,Major,33,39,61,32,0,77,3 +Used (feat. Don Toliver),"SZA, Don Toliver",2,2022,12,8,1042,0,94005786,7,29,3,0,0,150,A#,Minor,73,71,69,53,0,32,9 +A Holly Jolly Christmas - Single Version,Burl Ives,1,1952,1,1,7930,0,395591396,108,120,73,0,0,140,,Major,67,81,36,64,0,15,3 +The Christmas Song (Merry Christmas To You) - Remastered 1999,Nat King Cole,1,1946,11,1,11500,0,389771964,140,72,251,0,0,139,C#,Major,36,22,15,84,0,11,4 +Wonderful Christmastime - Edited Version / Remastered 2011,Paul McCartney,1,1979,11,16,1685,0,403939487,1,0,29,0,0,95,B,Major,75,74,58,36,0,9,3 +Do They Know It's Christmas? - 1984 Version,Band Aid,1,1984,11,25,14169,0,481697415,209,30,449,0,0,115,,Major,60,23,57,0,2,27,3 +Ghost in the Machine (feat. Phoebe Bridgers),"SZA, Phoebe Bridgers",2,2022,12,9,1634,0,110073250,16,20,4,0,0,125,F#,Major,62,59,43,84,3,11,5 +Special,SZA,1,2022,12,9,906,0,88092256,6,21,3,0,0,76,,Major,60,19,20,78,0,11,5 +Merry Christmas Everyone,Shakin' Stevens,1,1984,1,1,1087,0,351636786,90,35,5,0,0,101,C#,Minor,72,91,87,14,0,13,3 +Let It Snow! Let It Snow! Let It Snow!,"Frank Sinatra, B. Swanson Quartet",2,1950,1,1,10585,0,473248298,126,108,406,0,0,143,D,Major,60,86,32,88,0,34,6 +SOS,SZA,1,2022,12,9,827,0,73981293,6,18,1,0,0,119,G,Minor,51,51,66,67,0,9,23 +Open Arms (feat. Travis Scott),"SZA, Travis Scott",2,2022,12,8,1420,4,155653938,13,87,17,0,46,78,A,Major,67,22,59,76,1,15,16 +White Christmas,"Bing Crosby, John Scott Trotter & His Orchestra, Ken Darby Singers",3,1942,1,1,11940,0,395591396,73,79,123,0,0,96,A,Major,23,19,25,91,0,40,3 +Driving Home for Christmas - 2019 Remaster,Chris Rea,1,1986,1,1,888,0,429504768,50,0,6,0,0,180,A,Major,51,87,58,36,0,18,4 +Christmas (Baby Please Come Home),Darlene Love,1,1963,11,22,9122,0,242767149,121,58,212,0,0,126,D#,Major,34,35,76,39,0,8,5 +Gone Girl,SZA,1,2022,12,9,892,0,65362788,3,17,2,0,0,150,F,Major,43,42,44,57,0,15,6 +F2F,SZA,1,2022,12,9,989,0,67540165,5,9,1,0,0,90,D,Major,53,47,74,9,0,34,4 +Notice Me,SZA,1,2022,12,9,819,0,62019074,14,22,0,0,0,160,F,Major,72,78,68,28,0,11,12 +Merry Christmas,"Ed Sheeran, Elton John",2,2017,11,10,2209,0,135723538,72,90,141,0,0,114,,Major,59,60,94,24,0,10,4 +It's Beginning to Look a Lot Like Christmas (with Mitchell Ayres & His Orchestra),"Perry Como, The Fontane Sisters, Mitchell Ayres & His Orchestra",3,1958,1,1,6290,0,295998468,89,39,158,0,0,113,G,Major,73,72,32,77,0,15,5 +My Only Wish (This Year),Britney Spears,1,2000,11,7,6952,0,261116938,115,53,286,0,0,147,,Major,67,69,72,17,0,19,3 +Antidepresan,"Mabel Matiz, Mert Demir",2,2022,11,4,313,2,136689549,10,6,7,1,9,100,B,Minor,70,92,59,3,0,10,3 +Wild Flower (with youjeen),RM,1,2022,12,2,353,2,135611421,2,74,14,0,2,155,G#,Major,49,42,77,3,0,12,9 +I Hate U,SZA,1,2021,12,3,4094,0,356709897,66,96,43,0,0,107,G,Minor,54,41,39,51,0,11,16 +Raindrops (Insane) [with Travis Scott],"Travis Scott, Metro Boomin",2,2022,12,2,880,0,110649992,3,7,10,0,0,112,G#,Major,80,15,54,9,0,38,5 +SPIT IN MY FACE!,ThxSoMch,1,2022,10,31,573,0,301869854,1,0,18,0,24,166,C#,Major,70,57,57,9,20,11,7 +Deck The Hall - Remastered 1999,Nat King Cole,1,1959,1,1,3299,0,127027715,65,39,41,0,0,107,F#,Minor,69,96,36,81,0,8,4 +Smoking on my Ex Pack,SZA,1,2022,12,9,811,0,57144458,6,11,3,0,0,81,G#,Major,47,33,68,24,0,22,38 +Conceited,SZA,1,2022,12,9,899,0,56870689,2,14,2,0,0,150,C#,Major,79,77,46,5,0,11,7 +Snow On The Beach (feat. Lana Del Rey),"Taylor Swift, Lana Del Rey",2,2022,10,21,2415,0,323437194,33,57,30,0,11,110,A,Major,66,19,32,69,0,12,4 +Maroon,Taylor Swift,1,2022,10,21,2304,0,317726339,12,16,14,0,0,108,G,Major,64,4,40,6,0,10,6 +Tubar��o Te,"Dj LK da Esc��cia, Tchakabum, mc jhenny, M",4,2022,9,28,1003,0,116144341,21,0,44,0,0,130,E,Minor,89,48,74,30,0,7,36 +Bejeweled,Taylor Swift,1,2022,10,21,2699,0,328207708,39,35,22,2,0,164,G,Major,70,39,56,6,0,9,7 +Tarot,"Bad Bunny, Jhay Cortez",2,2022,5,6,2482,20,608228647,27,77,22,2,0,114,B,Minor,80,42,68,2,0,66,4 +You Make It Feel Like Christmas (feat. Blake Shelton),"Gwen Stefani, Blake Shelton",2,2005,9,20,2577,0,180577478,108,56,30,0,0,93,F,Major,63,93,88,1,0,12,4 +Desesperados,"Chencho Corleone, Rauw Alejandro",2,2021,6,25,6821,34,809306935,83,58,128,7,0,90,C#,Minor,87,51,69,36,0,9,8 +Too Late,SZA,1,2022,12,8,714,0,49262961,0,9,2,0,0,128,B,Major,45,35,68,78,0,39,8 +Party,"Bad Bunny, Rauw Alejandro",2,2022,5,6,3185,4,614555082,38,64,37,3,36,97,A,Major,83,47,80,2,0,24,9 +Run Rudolph Run - Single Version,Chuck Berry,1,1958,1,1,8612,0,245350949,120,30,52,0,1,152,G,Minor,69,94,71,79,0,7,8 +Jingle Bells - Remastered 1999,Frank Sinatra,1,1957,1,1,4326,0,178660459,32,3,65,0,0,175,G#,Major,51,94,34,73,0,10,5 +Far,SZA,1,2022,12,9,680,0,51641685,2,15,1,0,0,116,D,Major,61,48,55,67,0,16,8 +On Time (with John Legend),"John Legend, Metro Boomin",2,2022,12,2,398,0,78139948,2,2,6,0,2,80,F,Minor,33,51,59,76,0,44,6 +GAT��,"Maldy, Karol G",2,2022,8,25,3328,13,322336177,39,50,57,3,1,93,B,Minor,63,34,86,26,0,21,39 +ýýýabcdefu,Gayle,1,2021,8,13,7215,0,1007612429,170,12,575,18,,122,E,Major,70,42,54,30,0,37,5 +Sacrifice,The Weeknd,1,2022,1,7,4440,0,326792833,81,77,133,0,,122,G,Major,70,91,79,3,0,7,10 +Is There Someone Else?,The Weeknd,1,2022,1,7,2881,6,391251368,13,89,34,0,3,135,A,Minor,70,60,58,4,0,16,3 +Fingers Crossed,"Lauren Spencer Smith, Lauren Spencer Smith, Lauren Spencer Smith",3,2022,1,5,2235,0,349585590,65,7,70,16,6,109,F,Major,60,45,47,62,0,31,5 +Out of Time,The Weeknd,1,2022,1,7,3711,0,339659802,49,88,62,0,,93,,Minor,65,82,74,27,0,32,5 +Do It To It,"Cherish, ACRAZE",2,2021,8,20,12403,0,674772936,183,63,465,0,11,125,B,Minor,85,64,81,2,5,7,9 +We Don't Talk About Bruno,"Adassa, Mauro Castillo, Stephanie Beatriz, Encanto - Cast, Rhenzy Feliz, Diane Guerrero, Carolina Gaitan",7,2021,11,19,2785,0,432719968,95,89,44,0,,206,,Minor,58,83,45,36,0,11,8 +Pepas,Farruko,1,2021,6,24,14114,17,1309887447,252,109,965,20,,130,G,Major,76,44,77,1,0,13,3 +How Do I Make You Love Me?,The Weeknd,1,2022,1,7,1915,0,119238316,7,47,15,0,0,121,G,Minor,80,62,51,2,0,9,8 +Gasoline,The Weeknd,1,2022,1,7,2297,0,116903579,11,29,14,0,0,123,F#,Minor,74,35,73,0,0,21,5 +Infinity,Jaymes Young,1,2017,6,23,4375,0,888046992,24,0,396,0,0,122,B,Minor,67,50,67,15,0,30,4 +Less Than Zero,The Weeknd,1,2022,1,7,2800,0,200660871,18,77,61,0,1,143,,Major,53,50,79,0,0,8,3 +Take My Breath,The Weeknd,1,2021,8,6,2597,0,130655803,17,80,38,0,0,121,A#,Minor,70,35,77,1,0,26,4 +good 4 u,Olivia Rodrigo,1,2021,5,14,15563,6,1887039593,259,55,461,1,,166,F#,Minor,56,68,66,28,0,11,18 +"Here We Go��� Again (feat. Tyler, the Cr","The Weeknd, Tyler, The Creator",3,2022,1,7,1420,0,88103848,7,18,7,0,0,135,C#,Major,41,27,64,36,0,60,3 +Best Friends,The Weeknd,1,2022,1,7,1292,0,101114984,3,18,14,0,0,87,E,Minor,49,49,59,44,0,35,21 +Kiss Me More (feat. SZA),"SZA, Doja Cat",2,2021,4,9,15867,0,1575467011,382,65,497,0,12,111,G#,Major,77,74,66,30,0,13,3 +I Heard You're Married (feat. Lil Wayne),"The Weeknd, Lil Wayne",2,2022,1,7,1178,0,91656026,9,10,9,0,0,110,D,Major,75,85,84,10,0,31,19 +Need To Know,Doja Cat,1,2021,6,11,6672,0,1042568408,125,36,150,0,,130,C#,Major,66,19,61,30,0,9,7 +MONTERO (Call Me By Your Name),Lil Nas X,1,2020,9,18,12329,0,1735441776,275,19,738,0,,179,G#,Minor,61,76,51,30,0,38,15 +love nwantiti (ah ah ah),Ckay,1,2019,7,26,5669,2,726837877,74,0,262,14,,93,F,Minor,74,53,73,61,0,13,4 +Dawn FM,The Weeknd,1,2022,1,7,811,0,53933526,1,8,6,0,0,78,A,Minor,27,10,49,62,0,49,5 +Surface Pressure,Jessica Darrow,1,2021,11,19,1756,0,267758538,38,48,20,0,0,180,D,Major,65,37,58,2,0,4,31 +Starry Eyes,The Weeknd,1,2022,1,7,1014,0,74601456,1,17,11,0,0,86,A,Minor,28,13,41,50,0,19,3 +THATS WHAT I WANT,Lil Nas X,1,2021,9,17,7963,0,920797189,173,7,298,0,4,88,C#,Minor,74,55,85,1,0,5,22 +One Right Now (with The Weeknd),"The Weeknd, Post Malone",2,2021,11,5,4771,0,539595276,68,18,75,0,1,97,C#,Major,68,72,78,4,0,7,5 +Beggin,M��ne,1,2017,12,8,8559,0,1367810478,183,64,964,9,75,134,B,Minor,71,59,80,13,0,36,5 +Mon Amour - Remix,"Aitana, zzoilo",2,2020,9,21,3221,2,578207856,67,13,139,0,40,116,D,Major,75,36,76,12,0,10,10 +Lo Siento BB:/ (with Bad Bunny & Julieta Venegas),"Julieta Venegas, Bad Bunny, Tainy",3,2021,10,5,3423,26,775542072,61,65,53,6,0,170,E,Minor,64,14,70,9,0,9,8 +MONEY,Lisa,1,2021,9,10,2566,13,863625566,44,109,131,0,,140,C#,Minor,83,40,55,16,0,14,23 +The Motto,"Ti��sto, Ava",2,2021,11,4,9151,6,656013912,240,107,268,0,5,118,G,Minor,75,46,76,3,0,9,4 +Happier Than Ever,Billie Eilish,1,2021,7,30,8476,0,1056760045,138,133,283,0,,65,,Major,31,31,24,76,0,14,4 +Moth To A Flame (with The Weeknd),"The Weeknd, Swedish House Mafia",2,2021,10,22,7495,17,611994237,114,172,284,2,,120,,Minor,56,16,67,0,0,11,4 +traitor,"Juan Cruz Toledo, Huilen Toledo",2,2021,5,21,5257,6,1230855859,85,43,134,0,,176,D#,Major,29,12,33,68,0,12,5 +Toxic,BoyWithUke,1,2021,9,10,1795,0,582981380,34,23,118,0,,180,G#,Minor,59,69,61,84,0,46,36 +drivers license,Olivia Rodrigo,1,2021,1,8,12685,3,1858144199,185,61,485,0,,144,A#,Major,59,21,43,76,0,10,7 +Malvad�ï¿,"Xam��, Gustah, Neo B",3,2021,11,30,648,1,240684449,14,3,81,0,0,133,F#,Minor,82,52,61,38,0,14,27 +All Too Well (10 Minute Version) (Taylor's Version) (From The Vault),Taylor Swift,1,2021,11,12,4635,5,583687007,50,49,30,1,2,93,,Major,63,21,52,28,0,9,3 +Don���t Break My,The Weeknd,1,2022,1,7,1184,0,63803529,1,5,6,0,0,122,A#,Major,77,25,62,34,0,23,3 +Oh My God,Adele,1,2021,11,19,4431,0,466214729,105,7,199,0,0,88,C#,Major,53,55,73,9,0,3,5 +Entre Nosotros (Remix) [con Nicki Nicole],"Lit Killah, Maria Becerra, Tiago pzk, NICKI NICOLE",4,2022,1,5,759,3,236940480,32,0,12,0,0,170,F,Minor,70,61,44,40,0,37,4 +A Tale By Quincy,The Weeknd,1,2022,1,7,733,0,41924466,0,2,2,0,0,94,F,Minor,46,55,50,71,0,10,11 +I AM WOMAN,Emmy Meli,1,2021,11,18,2795,0,225259194,45,0,107,0,0,170,A#,Major,65,46,47,12,0,13,16 +Medallo,"Justin Quiles, Lenny Tav��rez, BL",3,2021,10,27,2780,2,393230256,54,21,57,1,0,90,E,Minor,79,79,70,57,0,66,8 +It'll Be Okay,Shawn Mendes,1,2021,12,1,1950,0,287201015,56,8,104,0,10,78,G,Major,40,7,29,62,0,9,3 +Softcore,The Neighbourhood,1,2018,3,9,3947,12,599770206,33,102,93,0,30,94,D,Major,57,36,58,5,0,15,3 +Super Gremlin,Kodak Black,1,2021,10,30,2551,0,342779426,52,15,35,0,1,73,D,Major,83,11,41,0,0,36,14 +Volvï¿,"Aventura, Bad Bunny",2,2021,8,3,5375,10,673801126,138,24,133,0,1,176,C#,Major,73,79,86,42,0,7,18 +Todo De Ti,Rauw Alejandro,1,2020,11,2,11975,8,1168642797,188,75,268,6,16,128,D#,Minor,81,57,63,40,1,10,4 +Love Nwantiti - Remix,"Ckay, AX'EL, Dj Yo!",3,2019,8,30,2696,0,540539717,42,2,57,0,,120,G#,Major,58,44,60,44,9,5,6 +Smokin Out The Window,"Bruno Mars, Anderson .Paak, Silk Sonic",3,2021,11,5,4963,0,383550148,63,40,76,0,0,82,D,Major,63,85,62,6,0,35,4 +Meet Me At Our Spot,"THE ANXIETY, Willow, Tyler Cole",3,2020,3,13,6734,0,530511203,47,14,90,0,1,95,D,Major,77,40,47,2,0,9,3 +Every Angel is Terrifying,The Weeknd,1,2022,1,7,715,0,37307967,0,1,2,0,0,118,,Major,44,52,94,11,0,4,29 +Tacones Rojos,Sebastian Yatra,1,2021,10,22,3047,9,510876816,77,31,85,5,28,123,B,Minor,75,93,86,8,0,14,3 +Peaches (feat. Daniel Caesar & Giveon),"Justin Bieber, Daniel Caesar, Giveon",3,2021,3,19,14140,0,1445941661,231,52,612,6,,90,,Major,63,49,68,38,0,42,18 +Dakiti,"Bad Bunny, Jhay Cortez",2,2020,10,30,11215,21,1763363713,189,166,525,9,25,110,E,Minor,73,14,57,40,0,11,5 +"Tiago PZK: Bzrp Music Sessions, Vol. 48","Bizarrap, Tiago pzk",2,2021,12,29,1678,12,374191487,20,4,15,1,3,96,C#,Minor,66,76,82,47,0,10,32 +L��ï¿,Stromae,1,2022,1,9,2035,0,108809090,41,122,394,0,2,88,D,Minor,56,58,55,35,0,23,11 +Nost��l,"Chris Brown, Rvssian, Rauw Alejandro",3,2021,9,8,2780,2,436695353,86,76,59,0,16,98,A,Minor,73,60,85,17,0,24,5 +Better Days (NEIKED x Mae Muller x Polo G),"NEIKED, Mae Muller, Polo G",3,2021,9,24,4091,0,421040617,105,2,73,13,1,110,,Minor,72,67,68,0,0,14,4 +Life Goes On,Oliver Tree,1,2020,7,17,2868,0,501541661,43,15,116,0,,80,,Major,70,57,49,19,0,12,8 +Sad Girlz Luv Money Remix (feat. Kali Uchis),"Kali Uchis, Amaarae, Moliy",3,2021,9,16,3643,0,354065229,69,3,70,0,3,110,C#,Minor,86,31,53,43,0,11,6 +Butter,BTS,1,2021,5,21,4779,6,1143647827,180,135,223,0,5,110,G#,Major,79,70,36,0,0,6,11 +pushin P (feat. Young Thug),"Young Thug, Future, Gunna",3,2022,1,7,3517,0,311395144,54,28,43,0,0,78,C#,Minor,77,49,42,1,1,13,19 +You Right,"Doja Cat, The Weeknd",2,2021,6,24,5073,0,672656250,83,9,100,0,4,129,G#,Major,83,44,62,2,0,8,6 +deja vu,Olivia Rodrigo,1,2021,4,1,7545,4,1256880657,117,39,141,0,46,181,A,Major,44,22,60,61,0,42,9 +Dynamite,BTS,1,2020,8,21,8528,5,1692897992,239,163,583,0,,114,F#,Minor,75,74,77,1,0,9,10 +TO THE MOON,Jnr Choi,1,2021,11,5,2979,0,245095641,44,0,159,0,0,144,D,Major,74,39,65,5,1,11,35 +Lost in the Fire,"The Weeknd, Gesaffelstein",2,2019,1,11,7731,2,686734357,110,145,447,0,46,101,D,Major,66,18,68,9,0,12,4 +Salimo de Noche,"Trueno, Tiago pzk",2,2021,10,21,1057,0,261414174,17,5,21,0,0,84,D,Major,67,78,63,29,0,12,5 +Volando - Remix,"Sech, Bad Bunny, Mora",3,2021,7,8,3272,19,610045621,101,34,70,1,2,154,F#,Major,66,63,69,21,0,11,7 +Leave The Door Open,"Bruno Mars, Anderson .Paak, Silk Sonic",3,2021,3,5,14417,0,1115880852,237,123,569,0,10,148,F,Major,59,72,62,18,0,9,3 +Knife Talk (with 21 Savage ft. Project Pat),"Drake, Project Pat, 21 Savage",3,2021,9,3,5199,0,594482982,45,43,45,0,3,146,F,Minor,85,22,37,13,0,7,30 +Don't Be Shy,"Ti��sto, Kar",2,2021,8,1,6026,0,566954746,171,51,187,1,21,120,B,Minor,77,51,79,20,0,26,6 +Love Grows (Where My Rosemary Goes),Edison Lighthouse,1,1970,1,1,2877,0,BPM110KeyAModeMajorDanceability53Valence75Energy69Acousticness7Instrumentalness0Liveness17Speechiness3,16,0,54,0,0,110,A,Major,53,75,69,7,0,17,3 +LA FAMA (with The Weeknd),"The Weeknd, ROSAL�",2,2021,11,11,4640,3,374706940,81,93,507,6,4,136,,Minor,77,82,30,95,0,13,5 +The Family Madrigal,"Olga Merediz, Stephanie Beatriz, Encanto - Cast",3,2021,11,19,1150,0,184937148,20,38,12,0,0,141,C#,Major,59,56,63,12,0,6,36 +Phantom Regret by Jim,The Weeknd,1,2022,1,7,768,0,31959571,1,1,3,0,0,108,A,Minor,46,23,48,75,30,14,4 +Dos Oruguitas,Sebastian Yatra,1,2021,11,19,925,0,167076418,24,47,74,0,0,94,,Major,42,47,36,76,0,9,5 +Freaks,Surf Curse,1,2015,5,10,3006,3,824420218,23,21,121,0,13,180,A,Major,35,41,94,0,63,5,5 +Acapulco,Jason Derulo,1,2021,9,1,3098,0,363467642,111,5,182,1,0,122,A#,Major,77,51,79,5,0,16,5 +Daddy Issues,The Neighbourhood,1,2015,10,30,9771,4,1127468248,42,70,384,0,3,85,A#,Major,59,33,52,7,15,12,3 +thought i was playing,"21 Savage, Gunna",2,2022,1,7,807,0,60680939,3,0,5,0,0,148,C#,Major,68,29,73,0,0,7,7 +ELEVEN,IVE,1,2021,12,1,521,1,247737946,17,89,11,0,0,120,A,Major,83,59,73,6,0,5,11 +Mood (feat. Iann Dior),"24kgoldn, Iann Dior",2,2020,7,24,12854,0,1699402402,237,27,636,0,,91,G,Minor,70,76,72,22,0,27,4 +What Else Can I Do?,"Stephanie Beatriz, Diane Guerrero",2,2021,11,19,802,0,154797871,13,27,8,0,0,120,E,Major,72,54,71,26,0,10,4 +DANCE CRIP,Trueno,1,2021,11,17,731,0,198883004,14,14,24,0,4,106,,Major,86,86,79,11,0,8,9 +Miserable Man,David Kushner,1,2022,1,7,788,0,124407432,13,0,32,1,0,110,A#,Major,63,31,35,93,0,29,3 +happier,Olivia Rodrigo,1,2021,5,21,3069,4,850608354,25,46,105,0,45,169,F#,Major,39,36,45,81,0,8,13 +Praise God,Kanye West,1,2021,8,29,4651,0,376333030,24,6,105,0,0,118,C#,Major,80,21,55,1,0,26,17 +Get Into It (Yuh),Doja Cat,1,2021,6,25,4999,0,516784627,43,19,73,12,0,92,G#,Minor,91,79,66,32,0,9,16 +Before You Go,Lewis Capaldi,1,2019,11,1,8327,24,1608045237,205,130,625,0,25,112,D#,Major,45,19,60,63,0,9,6 +Sky,Playboi Carti,1,2020,12,25,3297,3,506778838,25,3,52,0,1,140,D,Major,79,56,91,26,0,13,21 +Rolling in the Deep,Adele,1,2010,11,29,35684,6,1472799873,195,125,"6,280",2,78,105,G#,Major,73,52,76,13,0,5,3 +Sobrio,Maluma,1,2021,7,8,3506,10,513643924,103,76,100,1,1,178,F,Major,76,63,77,14,0,15,22 +Peru,"Ed Sheeran, Fireboy DML",2,2021,12,23,2999,0,261286503,60,17,154,0,22,108,G,Minor,96,71,42,57,0,8,9 +favorite crime,Olivia Rodrigo,1,2021,5,21,3681,0,783706581,20,21,99,0,7,173,A,Major,40,19,29,86,0,34,4 +Thunder,"Prezioso, Gabry Ponte, LUM!X",3,2021,5,7,4846,10,422691058,54,16,259,0,13,101,C#,Major,67,40,90,3,0,34,6 +The Business,Ti�ï¿,1,2020,1,1,14311,0,1062345656,255,32,582,0,14,120,G#,Minor,80,24,62,41,2,11,23 +positions,Ariana Grande,1,2020,10,23,8207,0,1252563873,175,55,95,0,2,144,,Major,73,66,80,44,0,9,12 +I WANNA BE YOUR SLAVE,M��ne,1,2021,3,19,4873,0,851070493,65,88,434,3,13,133,C#,Major,75,96,61,0,0,18,4 +Vai L�� Em Casa ,"Mar��lia Mendon��a, George Henrique &",2,2021,10,22,772,0,263894529,7,3,89,0,0,158,G#,Minor,46,62,83,53,0,97,28 +The Feels,TWICE,1,2021,10,1,1150,0,345903614,20,99,44,0,2,120,A,Major,81,92,90,9,0,8,7 +HEARTBREAK ANNIVERSARY,Giveon,1,2020,2,21,5398,4,951637566,111,127,210,0,37,129,,Major,61,59,46,56,0,13,5 +No Lie,"Sean Paul, Dua Lipa",2,2016,11,18,7370,0,956865266,92,127,"1,219",0,62,102,G,Major,74,45,89,5,0,26,13 +OUT OUT (feat. Charli XCX & Saweetie),"Charli XCX, Jax Jones, Joel Corry, Saweetie",4,2021,8,13,6890,0,427486004,122,11,201,0,1,124,G#,Minor,79,79,84,2,0,5,5 +Pope Is a Rockstar,SALES,1,2016,4,20,1966,0,156658366,4,2,50,0,0,90,E,Minor,73,31,45,85,24,11,3 +2055,Sleepy hallow,1,2021,4,14,2226,0,624515457,29,0,44,0,0,161,F#,Minor,78,65,52,46,0,12,31 +Bored,Billie Eilish,1,2017,3,30,4204,0,777765388,39,45,250,0,0,120,G,Major,60,11,33,90,0,8,5 +Happier Than Ever - Edit,Billie Eilish,1,2021,7,28,1959,0,412795151,19,0,38,0,0,81,,Major,45,12,57,7,0,23,3 +Astronaut In The Ocean,Masked Wolf,1,2019,1,1,7191,0,1138474110,146,18,478,0,7,150,E,Minor,78,47,70,18,0,15,9 +Ley Seca,"Anuel Aa, Jhay Cortez",2,2021,9,2,2012,0,355219175,101,12,38,0,0,105,G#,Major,76,58,84,10,0,13,10 +Every Summertime,NIKI,1,2021,8,10,1211,2,290228626,30,2,5,0,6,79,F#,Major,63,76,67,38,0,6,4 +Talking To The Moon,Bruno Mars,1,2010,10,4,7109,2,1062956628,5,0,862,0,0,146,C#,Minor,52,7,61,51,0,11,3 +you broke me first,Tate McRae,1,2020,4,17,6638,0,1180094974,167,19,318,0,1,124,E,Major,64,8,37,79,0,9,5 +The Nights,Avicii,1,2014,1,1,17354,8,1456081449,92,122,"1,282",0,55,126,F#,Major,53,66,85,2,0,24,4 +Take My Breath,The Weeknd,1,2021,8,6,6392,0,432702334,174,73,344,0,0,121,G#,Major,75,53,74,2,0,11,5 +Way 2 Sexy (with Future & Young Thug),"Drake, Future, Young Thug",3,2021,9,3,5481,0,489945871,144,30,86,0,0,136,B,Minor,80,33,60,0,0,32,14 +C��,Rauw Alejandro,1,2021,6,25,2636,3,465959382,36,82,39,0,5,102,A,Minor,77,26,63,58,0,11,5 +Enemy - from the series Arcane League of Legends,"Imagine Dragons, League of Legends, Arcane",3,2021,10,27,824,0,1223481149,8,8,8,2,0,77,G,Major,73,54,74,23,0,41,23 +Dance Monkey,Tones and I,1,2019,5,10,24529,0,2864791672,533,167,"3,595",6,,98,F#,Minor,82,54,59,69,0,18,10 +Lucid Dreams,Juice WRLD,1,2017,6,15,14749,0,2288695111,188,34,710,0,5,84,B,Minor,44,22,48,38,0,33,24 +Qu�� M�ï¿,"J Balvin, Maria Becerra",2,2021,1,28,8087,0,720825549,92,34,131,0,0,102,G#,Major,89,77,82,3,0,17,11 +All of Me,John Legend,1,2013,8,1,27221,0,2086124197,308,118,"4,534",2,77,120,G#,Major,42,33,26,92,0,13,3 +Smells Like Teen Spirit - Remastered 2021,Nirvana,1,1991,9,10,49991,9,1690192927,265,121,"12,367",4,160,117,C#,Major,52,73,91,0,0,11,7 +Arcade,Duncan Laurence,1,2019,3,7,6646,0,991336132,107,47,584,1,,72,A,Minor,45,27,33,82,0,14,4 +Fair Trade (with Travis Scott),"Drake, Travis Scott",2,2021,9,3,5403,6,593917618,118,116,96,0,3,168,C#,Major,67,29,47,5,0,22,26 +Bar,"Tini, L-Gante",2,2021,11,11,755,4,200972675,22,3,0,0,0,94,C#,Major,52,68,69,13,0,33,8 +The Rumbling (TV Size),SiM,1,2022,1,10,254,0,71014967,0,4,23,0,0,145,G#,Major,41,65,88,0,0,26,5 +family ties (with Kendrick Lamar),"Kendrick Lamar, Baby Keem",2,2021,8,27,6308,5,560222750,114,15,63,0,2,134,C#,Major,71,14,61,1,0,23,33 +Mr. Brightside,The Killers,1,2003,9,23,51979,15,1806617704,306,99,"5,063",2,120,148,C#,Major,35,24,93,0,0,10,8 +Blessed-Cursed,ENHYPEN,1,2022,1,10,246,0,77337771,2,12,10,0,0,127,E,Minor,60,40,89,9,0,60,6 +AM Remix,"J Balvin, Nio Garcia, Bad Bunny",3,2021,6,24,6556,0,528544703,93,5,67,1,0,172,F#,Minor,74,79,66,11,0,8,16 +Streets,Doja Cat,1,2019,11,7,5728,0,865640097,85,87,179,0,12,90,B,Major,75,19,46,21,4,34,8 +Shallow,"Lady Gaga, Bradley Cooper",2,2018,9,27,16636,12,2159346687,368,155,"2,854",6,121,96,G,Major,57,30,40,38,0,26,3 +Polaroid Love,ENHYPEN,1,2022,1,10,461,0,211372494,10,56,17,0,0,138,G,Minor,74,65,67,46,0,36,4 +Leave Before You Love Me (with Jonas Brothers),"Marshmello, Jonas Brothers",2,2021,4,28,4893,4,651732901,143,24,110,0,70,120,G,Major,72,67,72,0,0,13,4 +Permission to Dance,BTS,1,2021,7,9,1801,2,608334048,77,134,74,0,2,125,A,Major,70,65,74,1,0,34,4 +Friday (feat. Mufasa & Hypeman) - Dopamine Re-Edit,"Riton, Nightcrawlers, Mufasa & Hypeman, Dopamine",4,2021,1,15,12043,0,863756573,209,54,710,0,18,123,D,Major,82,80,86,1,0,30,13 +RAPSTAR,Polo G,1,2021,4,9,4731,0,797402345,141,12,78,0,0,81,F#,Major,79,44,54,41,0,13,24 +'Till I Collapse,"Eminem, Nate Dogg",2,2002,5,26,22923,0,1695712020,78,46,"2,515",1,0,171,C#,Major,55,10,85,7,0,8,20 +Memories,Maroon 5,1,2019,9,20,9974,2,1759567999,272,67,"1,066",1,19,91,B,Major,77,60,32,84,0,8,5 +Se Le Ve,"Arcangel, De La Ghetto, Justin Quiles, Lenny Tav��rez, Sech, Dalex, Dimelo Flow, Rich Music",8,2021,8,12,1560,0,223319934,72,0,0,0,0,84,G,Minor,56,61,76,10,0,14,11 +25k jacket (feat. Lil Baby),"Gunna, Lil Baby",2,2022,1,7,620,0,54937991,17,3,3,0,0,115,F,Minor,90,74,54,16,0,13,28 +When I���m Gone (with Katy ,"Katy Perry, Alesso",2,2021,12,29,3270,0,226897599,89,21,65,0,0,125,,Major,69,70,89,4,0,49,3 +Esque��a-Me Se For C,"Mar��lia Mendon��a, Maiara &",2,2021,10,14,580,0,258316038,24,92,93,0,0,122,F#,Minor,80,62,69,28,0,13,7 +Mi��n,"Tini, Maria Becerra",2,2021,4,29,3406,16,596152090,61,23,70,1,0,92,D,Major,85,92,54,16,0,29,7 +S��,"Anuel Aa, Myke Towers, Jhay Cortez",3,2021,11,18,903,0,177129919,30,26,15,0,0,90,F#,Minor,63,75,75,17,0,11,8 +MAMIII,"Karol G, Becky G",2,2022,2,10,6809,28,716591492,151,102,175,5,29,94,E,Minor,84,90,70,9,0,14,8 +Still D.R.E.,"Dr. Dre, Snoop Dogg",2,1999,1,1,33966,0,1210599487,141,78,"6,591",1,0,93,B,Major,81,53,78,18,0,6,24 +Stay Alive (Prod. SUGA of BTS),Jung Kook,1,2022,2,11,590,5,246376690,4,113,20,0,1,130,D,Minor,51,50,76,30,0,10,7 +Boyfriend,Dove Cameron,1,2022,2,11,3766,0,496311364,76,0,102,0,2,180,G,Minor,35,23,61,23,0,19,6 +The Joker And The Queen (feat. Taylor Swift),"Ed Sheeran, Taylor Swift",2,2022,2,11,1430,0,146789379,46,1,34,0,0,134,,Major,53,31,31,92,0,28,3 +The Next Episode,"Dr. Dre, Snoop Dogg",2,1999,1,1,31762,0,843309044,142,40,"5,451",1,953,95,D#,Minor,92,31,89,3,0,8,25 +Light Switch,Charlie Puth,1,2022,1,19,4049,0,500340342,119,6,85,1,1,184,F#,Major,69,91,63,11,0,9,31 +City of Gods,"Kanye West, Alicia Keys, Fivio Foreign",3,2022,2,11,2096,0,107255472,34,3,30,0,0,147,G#,Minor,47,50,80,10,0,32,38 +Brividi,"Mahmood, Blanco",2,2022,2,2,1175,0,135079152,34,1,31,0,0,123,G,Major,52,44,60,40,0,26,3 +Lost,Frank Ocean,1,2012,1,1,29499,11,822239726,124,27,587,0,4,123,A#,Minor,91,49,61,3,0,17,22 +In Da Club,50 Cent,1,2002,1,1,30427,7,1202722675,235,106,"5,221",1,35,90,F#,Minor,90,79,71,26,0,7,37 +she's all i wanna be,Tate McRae,1,2022,2,4,2711,0,343197054,105,12,51,0,12,160,D,Minor,61,65,64,1,0,12,4 +Ginseng Strip 2002,Yung Lean,1,2013,8,16,4310,0,240769997,13,0,113,1,3,115,C#,Major,60,37,71,8,0,48,4 +All For Us - from the HBO Original Series Euphoria,"Labrinth, Zendaya",2,2019,8,4,5342,0,426204830,33,123,7,0,4,141,D#,Major,37,17,67,2,0,34,9 +Notion,The Rare Occasions,1,2016,8,5,2393,0,421135627,22,13,65,0,6,160,A,Major,31,30,88,7,0,8,8 +Formula,Labrinth,1,2019,10,4,3444,7,554875730,24,85,102,0,1,145,B,Major,57,23,66,4,6,15,4 +Mount Everest,Labrinth,1,2019,6,21,5443,0,467727006,45,1,80,0,12,89,,Minor,46,43,43,23,8,8,22 +Excuses,"Intense, AP Dhillon, Gurinder Gill",3,2020,7,24,272,4,327498031,7,21,2,0,0,95,F,Minor,84,49,72,8,0,15,8 +Cigarettes,Juice WRLD,1,2021,12,10,975,0,185408548,11,0,10,0,0,160,D,Major,60,47,62,3,0,38,4 +"Cay�� La Noche (feat. Cruz Cafun��, Abhir Hathi, Bejo, EL IMA)","Quevedo, La Pantera, Juseph, Cruz Cafun��, B��jo, Abhir Hathi",7,2022,1,14,1034,1,245400167,19,5,12,0,0,174,F,Minor,67,74,75,44,0,7,30 +California Love - Original Version (Explicit),"Dr. Dre, 2Pac, Roger",3,1995,12,28,18773,0,579395142,128,17,"1,663",0,0,92,G,Major,77,76,84,3,0,38,4 +Forgot About Dre,"Eminem, Dr. Dre",2,1999,1,1,19067,0,675039469,78,15,"1,674",0,3,134,G#,Major,93,61,74,9,0,17,8 +Down Under (feat. Colin Hay),"Luude, Colin Hay",2,2021,11,19,3541,2,252871192,57,13,50,1,7,172,B,Minor,31,4,86,1,0,28,17 +Mujeriego,Ryan Castro,1,2021,12,17,1492,0,231996128,44,63,91,0,24,80,A,Major,76,92,62,6,0,8,13 +HUMBLE.,Kendrick Lamar,1,2017,3,30,33206,1,1929770265,284,114,"1,481",0,5,150,C#,Minor,91,42,60,0,0,9,12 +Stan,"Eminem, Dido",2,1999,11,21,17115,0,918915401,83,63,"4,180",0,0,80,F#,Minor,78,53,74,4,0,45,21 +Contection,"GODZZ__-, Zakaria",2,2020,1,16,6955,0,1180896317,65,45,398,0,1,166,A#,Minor,81,83,75,14,0,29,34 +Swim,Chase Atlantic,1,2017,10,4,2742,0,498960285,5,1,62,0,0,120,G#,Major,67,8,54,27,0,8,4 +A Tu Merced,Bad Bunny,1,2020,2,29,4214,11,685071800,21,20,40,0,0,92,,Major,86,89,79,17,0,11,6 +Numb Little Bug,Em Beihold,1,2022,1,28,2026,0,258714692,47,3,42,12,6,85,G#,Minor,74,61,52,30,0,26,9 +212,"Mainstreet, Chefin",2,2022,1,15,352,0,143139338,10,0,39,0,0,154,D,Minor,79,86,52,66,0,9,7 +Problem�,"Alvaro Diaz, Rauw Alejandro",2,2021,10,22,1517,0,209768491,42,7,15,0,4,92,D,Minor,73,37,74,28,0,14,6 +Bussin,"Nicki Minaj, Lil Baby",2,2022,2,11,847,0,64714573,25,0,14,0,0,140,B,Major,89,75,70,6,0,13,5 +Worst Day,Future,1,2022,2,11,910,0,50746620,20,3,24,0,0,89,C#,Major,65,60,60,11,0,10,40 +Malvada,Z�� Fe,1,2022,1,28,601,0,154119539,28,73,64,0,0,135,F,Minor,89,89,86,16,0,8,5 +Hrs and Hrs,Muni Long,1,2021,11,19,1800,0,181328253,43,36,46,13,4,140,G#,Minor,51,66,53,60,0,11,18 +Alien Blues,Vundabar,1,2015,7,24,1930,0,370068639,3,0,28,0,1,82,D#,Major,47,44,76,8,91,9,3 +Thinking Out Loud,Ed Sheeran,1,2014,1,1,33032,0,2280566092,363,129,"3,895",0,28,79,D,Major,78,58,45,47,0,18,3 +Still Don't Know My Name,Labrinth,1,2019,10,4,6332,0,563902868,47,116,266,0,0,88,F,Major,31,31,63,47,27,21,12 +Christmas Tree,V,1,2021,12,24,509,9,317622165,8,106,6,0,8,139,F,Major,44,18,38,70,0,12,4 +Mal Feito - Ao Vivo,"Mar��lia Mendon��a, Hugo & G",2,2022,1,14,971,2,291709698,35,104,93,1,0,124,,Minor,73,68,83,55,0,90,7 +When I R.I.P.,Labrinth,1,2019,10,4,2578,0,203680270,8,67,66,0,0,80,G#,Minor,39,45,55,73,0,9,21 +Do We Have A Problem?,"Nicki Minaj, Lil Baby",2,2022,2,4,1064,0,81350745,42,1,26,0,0,120,C#,Minor,84,54,51,47,0,12,40 +Forever,Labrinth,1,2019,10,4,3618,0,282883169,21,86,138,0,2,80,E,Minor,56,19,46,92,72,11,3 +Gospel (with Eminem),"Eminem, Dr. Dre",2,2022,2,4,1040,0,64787943,8,0,29,0,0,117,C#,Major,92,62,86,11,0,24,24 +Se��o,"Shawn Mendes, Camila Cabello",2,2019,6,19,15010,2,2484812918,453,50,"1,785",1,8,117,A,Minor,76,77,52,4,0,8,3 +NEW MAGIC WAND,"Tyler, The Creator",2,2019,5,16,4708,0,461437791,13,7,55,0,1,140,F,Minor,62,46,73,10,0,67,11 +Adore You,Harry Styles,1,2019,12,6,13454,1,1439191367,246,71,519,2,5,99,G#,Major,68,57,77,2,0,10,5 +La Santa,"Daddy Yankee, Bad Bunny",2,2020,2,29,4890,20,759208783,52,42,100,0,0,93,C#,Major,74,59,87,3,0,8,5 +Something In The Way - Remastered 2021,Nirvana,1,1991,9,24,9514,0,368646862,45,27,"1,197",0,43,106,G#,Major,44,8,20,74,42,11,3 +Sweetest Pie,"Dua Lipa, Megan Thee Stallion",2,2022,3,11,3501,0,299634472,69,2,51,11,0,124,G,Major,81,68,63,17,0,10,22 +Bam Bam (feat. Ed Sheeran),"Camila Cabello, Ed Sheeran",2,2022,3,4,6111,4,756907987,185,40,492,9,35,95,G#,Major,76,96,70,18,0,33,4 +Una Noche en Medell�,Cris Mj,1,2022,1,21,5415,32,682475162,46,16,53,1,2,96,A#,Minor,87,82,53,10,0,5,8 +Envolver,Anitta,1,2021,11,11,4673,2,546191065,123,113,180,1,4,92,E,Minor,81,40,73,15,0,9,8 +Starlight,Dave,1,2022,3,3,1856,3,229473310,29,40,31,1,1,124,G,Major,95,36,37,35,0,10,28 +Hati-Hati di Jalan,Tulus,1,2022,3,3,200,2,202677468,12,4,0,0,0,72,F#,Major,64,76,44,70,9,12,4 +"I'm Tired - From ""Euphoria"" An Original HBO Series",Labrinth,1,2022,2,4,1888,0,121913181,26,1,58,0,0,71,,Minor,28,26,20,19,0,30,3 +DAN��A,"Mc Pedrinho, Pedro Sampaio",2,2022,2,1,911,2,208166039,45,0,99,1,1,135,A,Minor,78,55,57,4,0,10,8 +Yo Voy (feat. Daddy Yankee),Zion & Lennox,1,2004,5,4,2954,2,527033089,18,82,0,0,5,95,A#,Major,81,56,70,4,0,5,24 +"Residente: Bzrp Music Sessions, Vol. 49","Residente, Bizarrap",2,2022,3,3,461,0,94616487,7,11,13,0,0,71,C#,Minor,59,70,74,56,0,11,40 +Jordan,Ryan Castro,1,2021,4,30,2844,2,394030335,29,2,35,1,0,180,A#,Minor,80,71,68,6,0,10,37 +Nail Tech,Jack Harlow,1,2022,2,18,2939,0,193443895,42,0,24,0,0,150,E,Minor,65,11,58,0,0,12,9 +Chale,Eden Mu�ï,1,2022,2,18,695,11,299648208,16,41,13,1,1,189,G#,Major,55,86,44,40,0,7,4 +DARARI,Treasure,1,2022,2,15,328,0,182978249,10,21,7,0,9,85,,Major,72,55,64,49,0,7,4 +Ya No Somos Ni Seremos,Christian Nodal,1,2022,2,18,866,16,319757142,27,84,32,7,11,140,G,Major,59,73,45,44,0,34,3 +Thinking with My Dick,"Kevin Gates, Juicy J",2,2013,7,16,1550,0,109091573,0,0,14,0,0,81,,Major,77,68,70,6,0,17,20 +Freaky Deaky,"Tyga, Doja Cat",2,2022,2,25,1729,0,153240879,26,1,19,0,0,104,D,Minor,80,24,65,2,0,9,4 +this is what falling in love feels like,JVKE,1,2021,9,3,2005,0,346127840,16,5,43,0,7,129,B,Major,42,33,44,62,0,8,6 +La Zona,Bad Bunny,1,2020,2,29,1188,0,312622938,13,1,15,0,1,94,C#,Minor,76,81,80,20,0,25,4 +Bohemian Rhapsody - Remastered 2011,Queen,1,1975,10,31,40112,3,2197010679,321,162,"5,691",8,17,71,,Minor,41,23,40,27,0,30,5 +Hope,XXXTENTACION,1,2018,3,16,3659,0,1200808494,11,10,267,0,7,146,A,Minor,59,23,46,66,0,15,6 +Levitating,Dua Lipa,1,2020,3,27,9833,0,797196073,233,82,531,1,1,103,F#,Minor,69,90,88,5,0,29,8 +Wake Me Up - Radio Edit,Avicii,1,2013,1,1,50887,34,1970673297,315,160,"6,284",1,46,124,D,Major,53,66,78,0,0,16,5 +"jealousy, jealousy",Olivia Rodrigo,1,2021,5,21,3257,0,665765558,10,0,70,0,0,164,A#,Minor,70,71,58,24,0,7,13 +Mon��y so,YEAT,1,2021,9,10,1473,0,263779030,2,0,12,0,10,138,D,Major,69,35,57,12,0,10,9 +Demasiadas Mujeres,C. Tangana,1,2020,10,8,2226,0,339473453,36,2,11,0,14,126,A,Minor,67,37,46,13,0,10,39 +Something Just Like This,"The Chainsmokers, Coldplay",2,2017,2,22,23375,21,2204080728,336,188,"2,692",3,30,103,B,Minor,61,47,65,3,0,17,4 +Closer,"The Chainsmokers, Halsey",2,2016,5,31,28032,0,2591224264,315,159,"2,179",0,44,95,G#,Major,75,64,52,41,0,11,3 +O.O,NMIXX,1,2022,2,22,290,0,135444283,9,66,10,0,0,200,B,Minor,39,28,77,4,0,6,29 +Somebody That I Used To Know,"Gotye, Kimbra",2,2011,1,1,42798,0,1457139296,217,136,"6,508",1,,129,,Major,86,75,52,54,0,10,4 +Tom's Diner,"AnnenMayKantereit, Giant Rooks",2,2019,6,28,2605,0,236872197,15,48,50,0,3,98,F#,Minor,68,33,43,38,0,36,14 +First Class,Jack Harlow,1,2022,4,8,8737,0,694525298,163,32,137,15,12,107,G#,Major,91,32,56,3,0,11,10 +Plan A,Paulo Londra,1,2022,3,23,1105,0,240661097,32,0,19,0,0,174,,Major,58,56,83,5,0,7,4 +Fuera del mercado,Danny Ocean,1,2022,2,17,2499,21,421365166,68,24,43,1,0,92,G#,Major,45,27,67,32,0,13,14 +X ��LTIMA,"Daddy Yankee, Bad Bunny",2,2022,3,25,2697,1,349746291,55,3,32,0,0,90,G,Major,81,59,83,9,0,11,5 +When You're Gone,Shawn Mendes,1,2022,3,31,2092,0,255120451,75,11,44,0,14,147,F,Major,60,58,69,2,0,58,4 +In My Head,Lil Tjay,1,2022,4,1,1185,0,190981339,21,0,31,0,0,143,C#,Major,68,41,55,16,0,10,12 +Wait a Minute!,Willow,1,2015,1,11,11985,0,924193303,79,80,250,3,10,101,D#,Minor,76,63,71,3,0,10,3 +LOVE DIVE,IVE,1,2022,4,5,753,8,305771063,28,124,13,0,1,118,C#,Minor,70,54,71,0,0,33,4 +Pantysito,"Feid, Alejo, Robi",3,2022,3,18,2995,0,273005485,49,17,30,0,0,98,G,Minor,83,63,74,14,0,16,6 +Chance,Paulo Londra,1,2022,4,6,225,0,89566512,11,0,7,0,0,138,C#,Minor,72,22,46,24,0,9,6 +Cool for the Summer,Demi Lovato,1,2015,1,1,9243,0,677389855,155,5,577,0,6,114,F,Minor,59,30,62,1,0,8,4 +psychofreak (feat. WILLOW),"Camila Cabello, Willow",2,2022,4,7,918,0,75476209,24,0,52,0,0,180,G,Minor,63,45,64,34,0,9,8 +Angel Baby,Troye Sivan,1,2021,9,9,1959,9,408843328,52,25,32,0,10,145,B,Major,56,41,57,1,0,13,3 +Vampiro,"Matu��, Wiu, ",3,2022,1,30,540,4,187772591,26,3,39,0,0,115,G#,Minor,78,63,64,1,0,7,4 +Si Quieren Frontear,"De La Ghetto, Duki, Quevedo",3,2022,3,31,859,0,178512385,14,0,11,0,0,82,A#,Major,79,48,84,13,0,21,23 +Right On,Lil Baby,1,2022,4,8,1116,0,101780047,31,9,15,0,1,166,D,Major,70,22,61,2,0,10,34 +Me Arrepentï¿,"Ak4:20, Cris Mj, Pailita",3,2022,3,30,273,2,118381354,12,2,4,0,0,92,,Major,86,91,79,29,0,60,16 +That's Hilarious,Charlie Puth,1,2022,4,8,686,2,146363130,11,6,12,0,15,108,F#,Major,71,55,44,74,0,11,6 +Soy El Unico,Yahritza Y Su Esencia,1,2022,3,25,226,0,126443991,5,0,4,0,1,84,E,Minor,71,63,45,45,0,11,3 +RUMBAT�,Daddy Yankee,1,2022,3,25,1264,0,157990698,20,4,52,0,1,95,D#,Minor,69,90,91,6,0,35,4 +sentaDONA (Remix) s2,"Lu��sa Sonza, MC Frog, Dj Gabriel do Borel, Davi K",4,2022,3,17,870,0,176290831,32,0,49,0,0,135,D#,Minor,93,77,45,25,0,13,27 +Falling,Harry Styles,1,2019,12,13,7556,0,1023187129,124,24,254,0,8,110,E,Major,57,6,27,84,0,9,3 +Sigue,"Ed Sheeran, J Balvin",2,1996,11,24,1370,0,106933107,46,8,60,0,0,88,G,Major,89,59,64,5,0,19,7 +Fim de Semana no Rio,teto,1,2022,3,30,315,2,139193812,27,2,31,0,0,119,C#,Minor,87,28,50,12,0,10,10 +MANIAC,Stray Kids,1,2022,3,18,651,0,212234990,6,188,20,0,0,120,C#,Major,58,71,80,15,0,7,41 +There's Nothing Holdin' Me Back,Shawn Mendes,1,2016,9,23,12382,0,1714490998,229,57,"1,370",2,71,122,D,Major,86,97,80,36,0,9,6 +IDGAF (with blackbear),"Blackbear, BoyWithUke",2,2022,3,18,625,0,197643795,10,2,13,0,1,98,F,Major,78,83,75,41,0,27,8 +Golden,Harry Styles,1,2019,12,13,8429,1,807015863,85,24,200,0,2,140,E,Minor,45,25,84,21,0,13,6 +Get Lucky - Radio Edit,"Pharrell Williams, Nile Rodgers, Daft Punk",3,2013,1,1,52898,0,933815613,203,1,"8,215",0,0,116,F#,Minor,79,87,81,4,0,10,4 +Ain't Shit,Doja Cat,1,2021,6,25,3436,0,499710590,32,6,46,0,1,124,D#,Major,86,62,49,51,0,35,21 +"Nobody Like U - From ""Turning Red""","Jordan Fisher, Josh Levi, Finneas O'Connell, 4*TOWN (From Disney and Pixar���s Turning Red), Topher Ngo, Grayson Vill",6,2022,2,25,918,0,120847157,34,39,30,0,0,105,A,Minor,91,73,72,13,0,9,15 +Still Life,BIGBANG,1,2022,4,5,181,0,53909146,16,14,7,0,0,118,G#,Major,68,24,58,44,0,6,3 +Photograph,Ed Sheeran,1,2014,6,20,18778,3,2236667932,228,105,"2,453",0,84,108,E,Major,61,20,38,61,0,10,5 +Love Yourself,Justin Bieber,1,2015,11,9,22730,5,2123309722,289,87,"2,430",0,36,100,E,Major,61,53,38,84,0,28,44 +N95,Kendrick Lamar,1,2022,5,13,5542,0,301242089,52,16,65,0,206,140,D#,Minor,81,39,66,38,0,12,14 +About Damn Time,Lizzo,1,2022,4,14,9021,0,723894473,242,49,272,21,24,109,A#,Minor,84,72,74,10,0,34,7 +Die Hard,"Kendrick Lamar, Blxst, Amanda Reifer",3,2022,5,13,4627,0,237351106,38,13,32,0,0,101,C#,Minor,78,40,74,36,0,17,27 +Despu��s de la P,Bad Bunny,1,2022,5,6,2229,0,461558540,27,44,24,0,5,78,F,Major,56,61,90,36,0,18,31 +Un Ratito,Bad Bunny,1,2022,5,6,1112,6,417230415,7,30,13,1,1,93,,Minor,79,22,55,31,0,12,5 +United In Grief,Kendrick Lamar,1,2022,5,13,2575,0,156898322,4,5,12,0,51,87,G#,Major,52,32,83,24,0,17,43 +Father Time (feat. Sampha),"Kendrick Lamar, Sampha",2,2022,5,13,3107,0,127309180,4,0,22,0,0,153,A#,Minor,55,50,78,19,0,11,35 +Yo No Soy Celoso,Bad Bunny,1,2022,5,6,1179,0,313113297,7,21,11,0,0,142,,Major,87,93,59,28,0,17,5 +Rich Spirit,Kendrick Lamar,1,2022,5,13,3486,0,173702135,20,10,33,0,0,96,A#,Minor,85,41,43,39,0,12,21 +Cooped Up (with Roddy Ricch),"Post Malone, Roddy Ricch",2,2022,5,12,2942,0,271666301,42,28,43,0,0,125,,Major,50,39,78,4,0,11,33 +Me Fui de Vacaciones,Bad Bunny,1,2022,5,6,1443,0,305650299,9,11,22,1,0,85,A#,Major,71,43,65,23,0,9,5 +Silent Hill,"Kendrick Lamar, Kodak Black",2,2022,5,13,3028,0,123216717,22,0,23,0,0,140,C#,Minor,92,78,57,46,0,14,9 +La Corriente,"Tony Dize, Bad Bunny",2,2022,5,6,1796,8,479655659,8,25,18,1,0,196,B,Minor,66,58,79,23,0,22,20 +Count Me Out,Kendrick Lamar,1,2022,5,13,2729,0,126191104,3,7,13,0,1,134,G,Major,78,51,43,69,0,14,9 +Andrea,"Buscabulla, Bad Bunny",2,2022,5,6,1195,0,344055883,8,30,13,1,1,103,C#,Minor,80,45,62,76,0,10,38 +Dos Mil 16,Bad Bunny,1,2022,5,6,892,3,338422004,10,24,11,0,0,130,C#,Major,82,50,67,12,0,13,5 +We Cry Together,"Kendrick Lamar, Taylour Paige",2,2022,5,13,1635,0,68895644,4,1,6,0,0,108,B,Major,65,52,69,31,0,8,36 +Savior,"Kendrick Lamar, Sam Dew, Baby Keem",3,2022,5,13,2291,0,86176890,9,0,8,0,0,123,G#,Major,61,66,71,53,0,32,46 +Un Coco,Bad Bunny,1,2022,5,6,1029,28,403231558,5,28,9,0,0,152,B,Major,84,74,69,21,0,18,6 +Otro Atardecer,"Bad Bunny, The Mar�ï",2,2022,5,6,1681,7,319546754,10,30,13,0,33,108,D,Major,78,55,60,59,0,7,4 +Worldwide Steppers,Kendrick Lamar,1,2022,5,13,1480,0,61739839,1,0,5,0,0,72,A#,Minor,56,56,47,76,0,8,36 +Aguacero,Bad Bunny,1,2022,5,6,829,0,283359161,4,15,10,0,0,121,F#,Minor,86,67,65,42,0,35,7 +Purple Hearts,"Kendrick Lamar, Ghostface Killah, Summer Walker",3,2022,5,13,2308,0,76831876,7,0,7,0,0,138,D#,Minor,57,71,82,19,0,15,29 +Un Verano Sin Ti,Bad Bunny,1,2022,5,6,1004,1,283332261,8,12,9,0,0,188,F,Minor,50,41,50,69,0,12,6 +ULTRA SOLO,"Polima WestCoast, Pailita",2,2022,2,14,1367,0,307752576,48,4,34,1,0,110,C#,Major,80,26,85,23,0,11,21 +Ens����ame ,Bad Bunny,1,2022,5,6,1112,3,279737940,7,25,12,0,0,105,G#,Major,81,77,79,19,0,47,8 +El Apag�,Bad Bunny,1,2022,5,6,1209,0,212351890,9,7,14,0,1,118,G#,Major,63,60,70,5,0,9,31 +Callaita,"Bad Bunny, Tainy",2,2019,5,31,9539,15,1304313953,162,116,355,7,0,176,D,Major,61,24,62,60,0,24,31 +Dua Lipa,Jack Harlow,1,2022,5,6,1992,0,150500965,35,0,3,0,0,158,B,Major,83,41,65,0,10,11,8 +Agosto,Bad Bunny,1,2022,5,6,897,0,246127838,6,20,8,0,0,115,C#,Minor,85,72,58,9,0,49,12 +House Of Memories,Panic! At The Disco,1,2016,1,15,2948,0,582863434,10,2,150,0,0,110,B,Minor,51,48,82,0,0,5,3 +Mr. Morale,"Kendrick Lamar, Tanna Leone",2,2022,5,13,1860,0,58687425,1,0,3,0,0,174,A,Major,73,26,54,30,0,34,32 +That That (prod. & feat. SUGA of BTS),"PSY, Suga",2,2022,4,29,802,0,212109195,16,81,23,0,0,130,E,Major,91,91,96,3,0,3,9 +In The Stars,Benson Boone,1,2022,4,29,2224,8,382199619,48,40,87,1,210,78,A#,Major,36,30,54,34,0,14,5 +Rich - Interlude,Kendrick Lamar,1,2022,5,13,1103,0,41210087,0,0,0,0,0,104,G,Major,44,74,42,88,0,9,9 +SUPERMODEL,M��ne,1,2022,5,13,2265,0,231657891,93,12,173,11,3,121,G,Major,64,80,88,0,0,12,6 +Stefania (Kalush Orchestra),KALUSH,1,2022,3,10,555,0,53729194,10,4,4,0,0,105,D,Major,83,32,82,14,0,12,4 +Thousand Miles,The Kid Laroi,1,2022,4,22,2050,0,244741137,52,9,46,0,1,81,G,Major,38,20,66,9,0,9,8 +Crown,Kendrick Lamar,1,2022,5,13,1493,0,42485571,2,0,10,0,0,170,C#,Minor,37,14,24,80,0,11,4 +Auntie Diaries,Kendrick Lamar,1,2022,5,13,1545,0,37778188,1,0,4,0,0,78,G,Major,43,60,38,76,1,48,38 +PUFFIN ON ZOOTIEZ,Future,1,2022,4,29,2350,0,254218729,28,42,23,0,0,125,G#,Major,88,28,66,6,0,13,31 +Mirror,Kendrick Lamar,1,2022,5,13,1929,0,53603447,2,0,4,0,0,92,E,Minor,66,29,65,23,0,8,7 +Beautiful Girl,Luciano,1,2022,4,22,710,4,160035717,16,11,18,0,0,140,B,Minor,84,61,42,31,0,9,9 +"Paulo Londra: Bzrp Music Sessions, Vol. 23","Bizarrap, Paulo Londra",2,2022,4,25,928,0,164163229,19,0,7,0,0,96,,Major,61,32,90,25,0,10,9 +Savior - Interlude,Kendrick Lamar,1,2022,5,13,1194,0,37091576,0,0,3,0,0,118,F,Minor,66,83,43,84,0,19,19 +Pasoori,"Shae Gill, Ali Sethi",2,2022,2,6,349,6,284249832,10,22,3,0,0,92,B,Minor,71,67,60,7,0,6,4 +Mother I Sober (feat. Beth Gibbons of Portishead),"Kendrick Lamar, Beth Gibbons",2,2022,5,13,1890,0,33381454,3,0,2,0,0,140,G#,Minor,49,50,37,87,0,11,35 +TUS L��GR,"Sech, Mora",2,2022,4,1,1308,2,184622518,23,16,9,0,5,174,C#,Major,68,45,71,18,0,11,25 +Where Did You Go?,"MNEK, Jax Jones",2,2022,1,26,4531,0,300983101,135,74,119,1,18,127,A#,Major,77,53,78,19,0,29,4 +I Tried to Tell Y'all,"Ugly Dray, Tesla Jnr",2,2022,5,6,1657,0,121077868,15,3,3,0,0,96,B,Major,71,37,52,62,0,11,36 +Honest (feat. Don Toliver),"Justin Bieber, Don Toliver",2,2022,4,29,1351,0,106919680,26,1,17,0,0,150,G#,Minor,82,82,66,13,0,11,6 +ZOOM,Jessi,1,2022,4,13,608,0,136996305,5,29,14,0,0,100,F#,Major,87,46,60,1,0,13,16 +SloMo,Chanel,1,2021,12,24,1211,0,65719930,31,0,19,0,2,105,C#,Minor,73,59,81,13,0,9,6 +FEARLESS,LE SSERAFIM,1,2022,5,2,629,0,229497852,18,75,9,0,0,104,G,Major,86,43,62,5,0,13,14 +10 Things I Hate About You,Leah Kate,1,2022,3,23,1301,0,185550869,23,1,15,0,0,154,G#,Major,54,45,79,1,0,17,5 +SPACE MAN,Sam Ryder,1,2022,2,22,1329,0,54682594,42,51,32,0,0,80,B,Major,47,33,83,18,0,10,5 +With you,"HA SUNG WOON, Jimin",2,2022,4,24,343,2,240580042,4,35,11,1,1,150,D#,Major,53,14,43,64,0,13,3 +Iris,The Goo Goo Dolls,1,1998,3,31,13101,9,1284942608,137,5,582,0,0,156,B,Minor,32,49,72,0,0,9,4 +The Heart Part 5,Kendrick Lamar,1,2022,5,8,2939,0,71423324,29,0,30,0,0,98,G#,Minor,76,79,81,18,0,6,34 +San Lucas,Kevin Kaarl,1,2019,11,7,407,1,244891912,5,0,5,0,0,92,G,Major,58,27,36,86,0,9,3 +This Love (Taylor���s Ve,Taylor Swift,1,2022,5,6,1492,0,132171975,26,2,15,0,2,144,E,Major,47,7,50,32,0,7,4 +Good Looking,Suki Waterhouse,1,2017,10,20,2264,0,184706613,11,6,25,0,1,150,E,Major,37,27,56,8,0,13,3 +Flowers,Lauren Spencer Smith,1,2021,8,9,801,0,184826429,42,9,24,1,1,138,D#,Major,70,31,44,84,0,9,39 +Yet To Come,BTS,1,2022,6,10,829,0,302006641,32,110,26,0,0,172,C#,Major,56,68,89,4,0,33,19 +Run BTS,BTS,1,2022,6,10,736,0,330881149,5,132,17,0,3,77,G#,Major,72,70,82,2,0,4,17 +Music For a Sushi Restaurant,Harry Styles,1,2022,5,20,4449,1,334733572,80,11,66,0,1,107,B,Major,72,36,72,26,6,11,4 +Matilda,Harry Styles,1,2022,5,20,3218,3,366214458,29,10,79,0,0,114,D,Major,51,39,29,90,0,10,4 +For Youth,BTS,1,2022,6,10,327,0,114546317,5,40,12,0,0,117,D,Major,63,29,51,43,0,25,4 +Daylight,Harry Styles,1,2022,5,20,2775,0,290833204,21,11,40,0,0,146,,Major,69,63,45,48,0,18,4 +Vegas (From the Original Motion Picture Soundtrack ELVIS),Doja Cat,1,2022,5,6,4576,0,448500832,79,13,93,0,17,160,G#,Minor,80,74,60,8,0,14,26 +Cash In Cash Out,"Pharrell Williams, Tyler, The Creator, 21 Savage",4,2022,6,10,2313,0,136676504,34,0,29,0,0,120,G,Major,88,15,56,1,0,8,6 +Potion (with Dua Lipa & Young Thug),"Calvin Harris, Dua Lipa, Young Thug",3,2022,5,27,3983,0,190625045,73,45,119,0,0,100,B,Minor,82,76,70,16,0,8,5 +Born Singer,BTS,1,2022,6,10,279,0,79095270,0,18,6,0,0,158,G#,Minor,60,68,84,4,0,24,11 +Little Freak,Harry Styles,1,2022,5,20,2302,0,273194684,20,3,39,0,0,142,D#,Major,56,40,54,72,0,10,4 +La Llevo Al Cielo (Ft. ��engo F,"Nengo Flow, Anuel Aa, Chris Jedi, Chencho Corleone",4,2022,5,20,3559,3,333146475,36,1,31,0,1,170,A,Minor,80,77,85,11,0,17,14 +True Love,"Kanye West, XXXTENTACION",2,2022,5,27,2129,0,194902696,23,1,44,1,0,84,F,Minor,71,39,86,2,0,51,25 +Satellite,Harry Styles,1,2022,5,20,3291,5,311482393,43,28,79,0,208,139,,Major,58,30,46,14,0,9,3 +Pass The Dutchie,Musical Youth,1,1982,1,1,5328,0,195918494,54,76,900,0,0,151,G,Major,73,88,67,20,0,32,5 +"Villano Antillano: Bzrp Music Sessions, Vol. 51","Bizarrap, Villano Antillano",2,2022,6,8,1401,0,248511839,26,16,17,0,1,128,C#,Minor,82,42,75,6,0,63,6 +Love Of My Life,Harry Styles,1,2022,5,20,1933,0,233671263,13,2,31,0,0,118,G,Major,56,20,54,67,0,6,5 +Grapejuice,Harry Styles,1,2022,5,20,1986,0,199587884,7,1,15,0,0,183,F,Major,65,88,72,36,14,20,3 +So Good,Halsey,1,2022,6,9,1057,0,91781263,51,14,19,0,0,83,D#,Minor,63,29,62,4,0,18,4 +Belly Dancer,"BYOR, Imanbek",2,2022,2,18,5115,13,383835984,109,38,301,1,33,122,C#,Major,85,42,80,6,0,17,14 +Keep Driving,Harry Styles,1,2022,5,20,2094,1,236060709,8,1,18,0,0,165,A,Major,72,90,48,32,0,18,23 +Cinema,Harry Styles,1,2022,5,20,2171,0,189236868,18,1,28,0,0,106,A,Minor,83,90,64,35,5,9,4 +Die Young (feat. 347aidan),"Sleepy hallow, 347aidan",2,2022,5,25,896,0,160845341,19,0,15,0,0,77,B,Major,81,68,58,83,0,11,34 +Only Love Can Hurt Like This,Paloma Faith,1,2014,1,1,5148,0,588955257,90,22,365,0,114,91,G#,Major,57,30,89,10,0,33,8 +Hold My Hand,Lady Gaga,1,2022,5,3,2528,0,238350348,63,8,270,2,105,148,G,Major,51,21,63,5,0,41,3 +Daydreaming,Harry Styles,1,2022,5,20,1900,1,187703102,15,1,23,0,0,114,E,Minor,71,90,81,31,2,13,3 +Numb,"Marshmello, Khalid",2,2022,6,10,3879,2,295307001,107,76,86,1,9,120,,Minor,91,63,77,12,1,10,5 +Nos Comemos (feat. Ozuna),"Ozuna, Tiago pzk",2,2022,6,2,896,0,138334433,0,0,2,0,0,92,F#,Major,83,56,82,10,0,9,5 +Me and Your Mama,Childish Gambino,1,2016,11,10,8775,0,445590495,33,60,107,1,0,118,F,Major,56,25,45,1,3,7,3 +Crazy What Love Can Do,"David Guetta, Ella Henderson, Becky Hill",3,2022,3,18,5290,0,286739476,139,73,142,0,5,123,E,Minor,60,46,71,3,0,16,4 +SLOW DANCING IN THE DARK,Joji,1,2018,9,12,10211,0,1122364376,38,79,65,0,1,89,D#,Major,52,28,48,54,1,19,3 +Antes de Perderte,Duki,1,2022,6,2,584,8,157136970,12,1,8,0,1,110,F,Minor,81,61,93,49,0,12,11 +Boyfriends,Harry Styles,1,2022,5,20,1517,0,137070925,26,2,30,0,0,118,,Major,42,32,20,94,0,11,4 +295,Sidhu Moose Wala,1,2021,5,15,246,4,183273246,4,106,0,0,7,90,B,Minor,68,54,76,21,0,11,20 +Tak Ingin Usai,Keisya Levronka,1,2022,5,13,220,4,184807630,16,5,0,0,6,130,,Major,49,14,40,82,0,11,3 +En El Radio Un Cochinero,Victor Cibrian,1,2022,5,13,514,0,164856284,5,36,1,0,0,154,F#,Minor,70,97,62,47,0,10,4 +Master of Puppets (Remastered),Metallica,1,1986,3,3,6080,0,704171068,112,198,406,1,0,105,E,Minor,54,59,83,0,44,20,4 +BREAK MY SOUL,Beyoncï¿,1,2022,6,21,9724,0,354614964,222,61,259,14,2,115,C#,Minor,70,87,88,4,0,26,8 +ULTRA SOLO REMIX,"De La Ghetto, Feid, Polima WestCoast, Paloma Mami, Pailita",5,2022,6,16,2341,0,279717388,37,2,38,2,0,110,C#,Major,91,59,82,8,0,6,8 +Massive,Drake,1,2022,6,17,5263,0,195628667,66,89,61,0,11,125,E,Minor,51,5,68,12,2,15,6 +Betty (Get Money),Yung Gravy,1,2022,6,10,2402,0,221752937,45,2,26,0,1,102,C#,Major,73,62,75,0,0,34,8 +Ojos Marrones,Lasso,1,2022,2,6,795,11,263280370,26,18,15,1,4,120,G#,Minor,81,72,65,4,0,14,4 +POP!,Nayeon,1,2022,6,24,571,0,213505179,19,21,14,0,2,97,D,Major,80,36,86,4,0,3,5 +Layla,"Sch��rze, DJ R",2,2022,3,24,832,3,130419412,18,124,24,1,0,140,F,Minor,44,41,92,0,0,44,7 +MORE,j-hope,1,2022,7,1,565,0,155795783,6,52,11,0,0,97,D,Major,78,31,72,1,0,11,4 +Sweet Child O' Mine,Guns N' Roses,1,1987,1,1,41231,1,1553497987,228,151,"6,720",3,99,125,F#,Major,45,67,90,9,11,10,5 +Last Last,Burna Boy,1,2022,5,12,4526,12,293466523,156,275,150,3,128,88,D#,Minor,80,55,56,13,0,8,9 +SNAP,Rosa Linn,1,2022,3,19,1818,0,711366595,3,0,63,0,353,170,,Major,56,52,64,11,0,45,7 +Sticky,Drake,1,2022,6,17,2814,0,191448892,38,105,25,0,2,137,A#,Minor,88,8,49,9,0,9,14 +Hot Shit (feat. Ye & Lil Durk),"Kanye West, Lil Durk, Cardi B",3,2022,7,1,1601,0,85924992,11,0,2,0,0,157,A,Major,88,52,69,0,0,8,23 +Ai Preto,"L7nnon, DJ Biel do Furduncinho, Bianca",3,2022,6,3,894,4,176103902,28,0,54,0,0,130,F#,Major,95,83,57,54,0,10,25 +La Loto,"Anitta, Tini, Becky G",3,2022,7,6,945,0,121189256,49,3,57,0,0,90,C#,Major,85,80,83,10,0,8,11 +die first,Nessa Barrett,1,2022,6,24,767,0,131746175,25,0,22,0,0,183,G#,Minor,44,44,67,7,0,12,13 +Afraid To Feel,LF System,1,2022,5,2,5898,5,244790012,129,55,128,0,101,128,C#,Major,58,68,91,2,0,27,11 +Baile no Morro,"Mc Vitin Da Igrejinha, MC Tairon, DJ Win",3,2022,6,10,685,2,129314708,17,0,24,0,30,130,D#,Minor,71,78,40,46,0,7,45 +c��mo dormi,Rels B,1,2022,8,4,1452,35,331511413,16,15,20,0,0,126,C#,Major,63,56,43,24,0,12,23 +Bad Decisions (with BTS & Snoop Dogg),"Snoop Dogg, BTS, Benny Blanco",3,2022,8,5,1456,0,219196651,53,2,33,0,0,120,,Major,77,94,87,2,0,23,12 +STAYING ALIVE (feat. Drake & Lil Baby),"Drake, DJ Khaled, Lil Baby",3,2022,8,5,2107,0,170732845,51,1,50,0,0,130,E,Minor,72,18,46,7,0,28,8 +Caile,Luar La L,1,2020,12,18,1494,2,273914335,17,12,15,0,0,122,,Major,70,46,76,30,0,9,45 +Si Te La Encuentras Por Ahï¿,Feid,1,2022,8,5,1379,4,179061440,23,10,18,0,0,172,G#,Minor,74,46,58,15,0,13,8 +GIVENCHY,Duki,1,2022,7,20,625,4,185236961,13,18,12,0,0,103,G#,Major,61,38,62,14,0,23,40 +ALIEN SUPERSTAR,Beyoncï¿,1,2022,7,29,2688,0,171788484,39,47,36,0,0,122,A#,Minor,55,46,64,0,0,17,10 +Mary On A Cross,Ghost,1,2019,9,13,2668,2,387080183,38,266,78,0,141,130,B,Major,47,56,90,0,0,10,4 +Attention,NewJeans,1,2022,8,1,799,12,264717480,14,141,9,0,1,105,A#,Minor,81,70,65,24,0,8,4 +THE SHADE,Rex Orange County,1,2022,3,11,1189,6,244928911,17,10,16,0,4,120,F,Major,90,73,51,39,0,9,6 +"Come Back Home - From ""Purple Hearts""",Sofia Carson,1,2022,7,12,367,0,97610446,28,67,195,0,0,145,G,Major,56,43,53,24,0,12,4 +El Rescate,"Grupo Marca Registrada, Junior H",2,2022,7,22,527,4,287278853,10,43,3,1,0,99,G,Minor,79,64,59,28,0,11,14 +Heartless,Kanye West,1,2008,1,1,17504,34,887906111,63,39,"1,315",0,2,88,A#,Minor,79,66,65,5,0,25,14 +"Stay With Me (with Justin Timberlake, Halsey, & Pharrell)","Calvin Harris, Halsey, Pharrell Williams, Justin Timberlake",4,2022,7,15,3113,0,123473120,54,6,124,1,0,126,A,Major,81,90,73,28,0,29,4 +Siempre Pendientes,"Peso Pluma, Luis R Conriquez",2,2022,8,15,685,5,295152154,15,79,4,2,0,136,,Major,77,71,75,33,1,13,4 +JGL,"Luis R Conriquez, La Adictiva",2,2022,2,18,782,9,323455692,15,33,6,1,0,113,G#,Major,70,97,59,55,0,27,12 +Don't You Worry,"David Guetta, Shakira, Black Eyed Peas",3,2022,6,16,2442,0,240918092,81,4,248,1,6,132,B,Major,82,49,88,20,0,21,3 +Pipoco,"Melody, Ana Castela, Dj Chris No Beat",3,2022,5,20,1112,4,191873381,22,2,65,1,3,135,G#,Major,77,74,74,47,0,34,8 +Hold Me Closer,"Elton John, Britney Spears",2,2017,11,10,4967,0,284216603,165,10,177,4,73,126,,Major,67,49,77,11,0,19,11 +Forget Me,Lewis Capaldi,1,2022,9,9,2520,4,239411309,93,95,84,9,202,102,C#,Minor,67,72,74,30,0,36,4 +After LIKE,IVE,1,2022,8,22,767,12,265548837,20,129,11,0,12,125,,Major,68,80,92,10,0,9,12 +Bound 2,Kanye West,1,2013,1,1,19806,7,703301727,33,11,274,0,0,149,C#,Major,37,28,66,14,0,9,5 +B.O.T.A. (Baddest Of Them All) - Edit,"Interplanetary Criminal, Eliza Rose",2,2022,6,15,5153,6,244585109,102,53,113,12,0,137,,Major,74,71,89,24,61,15,5 +Talk that Talk,TWICE,1,2022,8,26,615,0,189476119,14,77,15,1,2,120,D#,Minor,77,78,91,14,0,33,12 +BILLIE EILISH.,Armani White,1,2022,1,20,2537,0,277132266,49,1,67,11,1,100,C#,Major,90,75,50,11,0,9,26 +Ferxxo 100,Feid,1,2022,6,3,1647,30,278920007,20,49,23,2,2,164,G#,Minor,70,58,57,25,0,15,7 +KU LO SA - A COLORS SHOW,Oxlade,1,2022,6,10,2019,8,222410722,117,72,107,1,7,93,A#,Minor,65,79,66,31,0,22,7 +Prohibidox,Feid,1,2022,9,13,1473,12,185392587,25,36,25,1,0,180,C#,Minor,65,52,80,5,0,6,25 +Static,Steve Lacy,1,2022,7,15,1613,0,202452860,21,15,13,0,0,79,C#,Major,34,22,31,43,63,10,7 +The Scientist,Coldplay,1,2002,8,5,30992,6,1608164312,124,25,"7,827",1,0,146,F,Major,56,21,44,73,0,11,2 +Sparks,Coldplay,1,2000,7,10,10826,4,624101957,24,0,805,0,0,103,C#,Major,37,17,27,75,5,10,3 +Talk,YEAT,1,2022,9,2,920,0,148461629,10,1,8,0,0,140,E,Minor,70,26,76,8,0,54,23 +XQ Te Pones Asï¿,"Yandel, Feid",2,2022,9,13,308,0,47093942,6,1,6,0,0,92,A#,Major,81,48,70,13,0,15,7 +Selfish,PnB Rock,1,2016,6,23,2468,0,380319238,15,0,0,0,0,102,C#,Minor,64,4,60,11,0,19,4 +Sin Se�ï,"Ovy On The Drums, Quevedo",2,2022,7,22,1097,2,209106362,18,10,13,1,1,118,B,Minor,82,75,85,33,1,11,4 +Lady Mi Amor,Feid,1,2022,9,13,330,0,53987404,3,0,2,0,0,93,D,Major,78,75,62,6,0,15,6 +Poland,Lil Yachty,1,2022,6,23,1584,0,115331792,38,0,24,0,0,150,F,Minor,70,26,56,14,83,11,5 +THE LONELIEST,M��ne,1,2022,10,7,1585,5,225093344,78,65,328,1,198,130,D,Major,52,24,60,0,0,8,3 +Bye Bye,"Marshmello, Juice WRLD",2,2022,10,14,766,0,84697729,16,0,9,0,0,83,D#,Minor,65,24,53,6,0,51,4 +BABY OTAKU,"Fran C, Polima WestCoast, Nickoog Clk, Pablito Pesadilla",4,2022,8,18,836,0,159240673,14,1,13,0,0,102,A,Major,84,43,75,5,0,6,8 +Nxde,(G)I-DLE,1,2022,10,17,430,6,170709584,14,116,9,0,11,136,E,Minor,73,65,91,4,0,48,18 +Miss You,Southstar,1,1982,5,16,2020,0,154356956,77,10,119,0,40,145,A,Major,66,24,58,17,0,19,5 +we fell in love in october,girl in red,1,2018,11,21,6858,0,723043854,31,21,15,0,4,130,G,Major,57,24,37,11,18,16,3 +2 Be Loved (Am I Ready),Lizzo,1,2022,7,14,3682,6,247689123,41,0,158,2,68,156,G,Major,72,92,77,9,0,8,11 +Celestial,Ed Sheeran,1,2022,9,29,1639,0,176474912,86,14,80,0,37,123,D,Major,57,50,85,5,0,16,4 +Typa Girl,BLACKPINK,1,2022,9,16,452,10,235549288,2,129,13,0,1,132,G,Major,92,53,62,7,0,63,10 +I Really Want to Stay at Your House,"Rosa Walton, Hallie Coggins",2,2020,12,18,668,1,140430339,0,0,31,0,,125,D#,Minor,49,13,74,0,0,9,4 +California Breeze,Lil Baby,1,2022,10,14,991,0,85559365,36,38,13,0,3,162,F,Minor,74,22,67,0,0,11,46 +Bamba (feat. Aitch & BIA),"Luciano, Aitch, B�",3,2022,9,22,869,7,146223492,14,12,12,2,28,138,A#,Major,80,82,81,14,0,13,36 +Casei Com a Putaria,"MC Ryan SP, Love Funk, Mc Paiva ZS",3,2022,7,1,648,4,187701588,0,0,30,0,0,161,A#,Minor,59,62,60,12,0,5,44 +Major Distribution,"Drake, 21 Savage",2,2022,11,4,1545,0,154863153,22,7,15,0,0,131,G#,Minor,91,23,55,1,0,7,32 +Pussy & Millions (feat. Travis Scott),"Drake, Travis Scott, 21 Savage",3,2022,11,4,1930,0,191333656,24,8,17,0,1,122,E,Minor,75,45,63,6,0,35,12 +Vigilante Shit,Taylor Swift,1,2022,10,21,1948,0,253650850,12,9,16,0,0,80,E,Minor,80,16,28,17,0,12,39 +Question...?,Taylor Swift,1,2022,10,21,1608,0,223064273,10,3,12,0,0,109,G,Major,75,11,50,20,0,30,17 +On BS,"Drake, 21 Savage",2,2022,11,4,1338,0,170413877,9,20,7,0,0,158,A,Major,84,33,36,2,0,39,59 +Mastermind,Taylor Swift,1,2022,10,21,1936,0,218320587,7,5,13,0,0,126,E,Major,66,12,35,55,0,9,14 +Circo Loco,"Drake, 21 Savage",2,2022,11,4,1794,0,141720999,26,9,17,0,3,104,C#,Major,73,25,61,1,0,32,7 +Labyrinth,Taylor Swift,1,2022,10,21,1597,0,187339835,6,3,15,0,0,110,,Major,48,15,31,80,22,12,4 +Spin Bout U,"Drake, 21 Savage",2,2022,11,4,1652,2,198365537,26,52,10,0,95,130,G,Major,77,20,70,1,0,16,5 +Sweet Nothing,Taylor Swift,1,2022,10,21,1747,0,186104310,9,6,13,0,2,177,,Major,34,39,16,97,0,12,5 +"Would've, Could've, Should've",Taylor Swift,1,2022,10,21,1715,0,177503916,4,5,8,0,0,158,G,Major,48,55,84,43,0,15,12 +Con La Brisa,"Ludwig Goransson, Foudeqush",2,2022,11,4,486,0,71095708,8,1,7,0,0,114,D,Minor,62,25,44,51,33,14,3 +Privileged Rappers,"Drake, 21 Savage",2,2022,11,4,1007,0,112436403,6,5,3,0,0,144,F,Major,93,62,61,0,0,12,20 +The Astronaut,Jin,1,2022,10,28,481,9,203436468,10,100,15,1,27,125,F,Major,54,22,76,0,0,14,3 +BackOutsideBoyz,Drake,1,2022,11,4,1045,0,93367537,8,5,2,0,0,142,F,Minor,85,40,43,4,0,39,32 +Broke Boys,"Drake, 21 Savage",2,2022,11,4,1060,0,106249219,3,8,5,0,0,120,D,Major,64,11,53,1,0,25,27 +The Great War,Taylor Swift,1,2022,10,21,1274,0,181382590,1,6,11,0,0,96,F,Major,57,55,74,22,0,8,4 +My Mind & Me,Selena Gomez,1,2022,11,3,953,0,91473363,61,13,37,1,0,144,A,Major,60,24,39,57,0,8,3 +Bigger Than The Whole Sky,Taylor Swift,1,2022,10,21,1180,0,121871870,4,0,8,0,0,166,F#,Major,42,7,24,83,1,12,6 +A Veces (feat. Feid),"Feid, Paulo Londra",2,2022,11,3,573,0,73513683,2,0,7,0,0,92,C#,Major,80,81,67,4,0,8,6 +En La De Ella,"Feid, Sech, Jhayco",3,2022,10,20,1320,0,133895612,29,26,17,0,0,97,C#,Major,82,67,77,8,0,12,5 +Alone,Burna Boy,1,2022,11,4,782,2,96007391,27,18,32,1,0,90,E,Minor,61,32,67,15,0,11,5