diff --git a/.DS_Store b/.DS_Store new file mode 100644 index 0000000..3e15741 Binary files /dev/null and b/.DS_Store differ diff --git a/material /nome-projeto.md b/material /nome-projeto.md deleted file mode 100644 index 3df5cb3..0000000 --- a/material /nome-projeto.md +++ /dev/null @@ -1,37 +0,0 @@ -# Projeto Final de Análise de Dados - -## Contexto -Este projeto consiste na análise de **[escolha o tema do seu projeto, por exemplo: dados educacionais do ENEM]**. - -## Etapas do projeto: -1. **Selecionar a Base de Dados** [Escolher e explorar a base de dados relevante ao tema.] -2. **Definir Objetivo e Perguntas** [Estabelecer o objetivo e formular perguntas-chave com base nas variáveis disponíveis.] -3. **Realizar Análise Exploratória** [Identificar correlações, padrões e outliers nos dados.] -4. **Gerar Base Final** [Limpar e estruturar os dados para a visualização.] -5. **Criar Visualizações no Tableau** [Desenvolver gráficos que sintetizem os principais insights.] -6. **Preparar Apresentação Final** [Apresentar o tema, dados e visualizações de forma clara e objetiva.] - ---- - -## Bases Escolhidas -- **Base 1**: [Nome da base de dados e fonte (por exemplo, Microdados do ENEM, INEP)] -- **Base 2**: [Nome da base de dados e fonte (opcional, caso use outra base complementar)] - ---- - -### Objetivo Geral: -Realizar uma análise dos dados com o objetivo de **[escreva o objetivo do seu projeto, por exemplo: identificar as variáveis que influenciam o desempenho dos alunos no ENEM]**. - -### As perguntas norteadoras deste projeto são: -1. **[Pergunta sobre o perfil dos dados]** - Quais são as principais características da base de dados selecionada? -2. **[Pergunta comparativa]** - Há diferenças de desempenho entre os grupos de interesse (ex.: escolas públicas vs. privadas)? -3. **[Pergunta relacional]** - Existe correlação entre fatores socioeconômicos e os resultados dos alunos? -4. **[Pergunta exploratória]** - Quais insights podem ser extraídos a partir dos padrões identificados nos dados? - ---- - -## Ferramentas Utilizadas -- **Python (Jupyter Notebook)**: Para a análise exploratória de dados utilizando bibliotecas como Pandas, Seaborn, Matplotlib, etc. -- **Tableau**: Para criar as visualizações finais e apresentar os insights gerados. -- **GitHub**: Para versionamento do projeto e documentação. -- **Google Colab** (opcional): Para execução de notebooks de forma colaborativa e em nuvem. diff --git a/material /projeto_daniele.md b/material /projeto_daniele.md new file mode 100644 index 0000000..3c0e40b --- /dev/null +++ b/material /projeto_daniele.md @@ -0,0 +1,37 @@ +# Projeto Final de Análise de Dados + +## Contexto +Este projeto consiste na **Análise Exploratória dos Dados do YouTube 2023**. + +## Etapas do projeto: +1. **Selecionar a Base de Dados** https://www.kaggle.com/datasets/nelgiriyewithana/global-youtube-statistics-2023 +2. **Definir Objetivo e Perguntas** O objetivo geral da minha analise é gerar insights sobre os canais mais populares da plataforma Youtube, rankear número de inscritos por país de origem e visualizações de vídeo. +3. **Realizar Análise Exploratória** Identificar correlações, padrões e outliers nos dados. +4. **Gerar Base Final** Limpar e estruturar os dados para a visualização. +5. **Criar Visualizações no Tableau** [Desenvolver gráficos que sintetizem os principais insights.] +6. **Preparar Apresentação Final** [Apresentar o tema, dados e visualizações de forma clara e objetiva.] + +--- + +## Bases Escolhidas +- **Base 1**: [Global YouTube Statistics 2023, Kaggle] + + +--- + +### Objetivo Geral: +Realizar uma análise dos dados com o objetivo de **[gerar insights sobre os canais mais populares da plataforma Youtube, rankear número de inscritos por país de origem e visualizações de vídeo]**. + +### As perguntas norteadoras deste projeto são: +1. **[Pergunta sobre o perfil dos dados]** - +A base de dados "Global YouTube Statistics 2023, Kaggle" contém dados com informações sobre múltiplos canais do YouTube de forma global. +2. **[Pergunta comparativa]** - Qual o faturamento dos maiores canais da plataforma no Brasil e qual o faturamento dos maiores canais do mundo? +3. **[Pergunta relacional]** - existe relacao de usuarios matriculados no ensino superior e utilizacao da plataforma? +4. **[Pergunta exploratória]** - Quais os maiores canais da plataforma, quais paises mais assistem videos, rank dos paises com o maior numero de inscritos. + +--- + +## Ferramentas Utilizadas +- **Python (Jupyter Notebook)**: Para a análise exploratória de dados utilizando bibliotecas como Pandas, Seaborn, Matplotlib, etc. +- **Tableau**: Para criar as visualizações finais e apresentar os insights gerados. +- **GitHub**: Para versionamento do projeto e documentação. diff --git a/projeto-final/.DS_Store b/projeto-final/.DS_Store new file mode 100644 index 0000000..df18bba Binary files /dev/null and b/projeto-final/.DS_Store differ diff --git a/projeto-final/base_dados_youtube2.csv b/projeto-final/base_dados_youtube2.csv new file mode 100644 index 0000000..671c300 --- /dev/null +++ b/projeto-final/base_dados_youtube2.csv @@ -0,0 +1,835 @@ +rank,Youtuber,subscribers,video views,category,Title,uploads,Country,Abbreviation,channel_type,video_views_rank,country_rank,channel_type_rank,video_views_for_the_last_30_days,lowest_monthly_earnings,highest_monthly_earnings,lowest_yearly_earnings,highest_yearly_earnings,subscribers_for_last_30_days,created_year,created_month,created_date,Gross tertiary education enrollment (%),Population,Unemployment rate,Urban_population,Latitude,Longitude +1,T-Series,245000000,228000000000.0,Music,T-Series,20082,India,IN,Music,1.0,1.0,1.0,2258000000.0,564600.0,9000000.0,6800000.0,108400000.0,2000000.0,2006.0,Mar,13.0,28.1,1366417754.0,5.36,471031528.0,20.593684,78.96288 +2,YouTube Movies,170000000,0.0,Film & Animation,youtubemovies,1,United States,US,Games,4055159.0,7670.0,7423.0,12.0,0.0,0.05,0.04,0.58,,2006.0,Mar,5.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +3,MrBeast,166000000,28368841870.0,Entertainment,MrBeast,741,United States,US,Entertainment,48.0,1.0,1.0,1348000000.0,337000.0,5400000.0,4000000.0,64700000.0,8000000.0,2012.0,Feb,20.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +4,Cocomelon - Nursery Rhymes,162000000,164000000000.0,Education,Cocomelon - Nursery Rhymes,966,United States,US,Education,2.0,2.0,1.0,1975000000.0,493800.0,7900000.0,5900000.0,94800000.0,1000000.0,2006.0,Sep,1.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +5,SET India,159000000,148000000000.0,Shows,SET India,116536,India,IN,Entertainment,3.0,2.0,2.0,1824000000.0,455900.0,7300000.0,5500000.0,87500000.0,1000000.0,2006.0,Sep,20.0,28.1,1366417754.0,5.36,471031528.0,20.593684,78.96288 +7,ýýý Kids Diana Show,112000000,93247040539.0,People & Blogs,ýýý Kids Diana Show,1111,United States,US,Entertainment,5.0,3.0,3.0,731674000.0,182900.0,2900000.0,2200000.0,35100000.0,,2015.0,May,12.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +8,PewDiePie,111000000,29058044447.0,Gaming,PewDiePie,4716,Japan,JP,Entertainment,44.0,1.0,4.0,39184000.0,9800.0,156700.0,117600.0,1900000.0,,2010.0,Apr,29.0,63.2,126226568.0,2.29,115782416.0,36.204824,138.252924 +9,Like Nastya,106000000,90479060027.0,People & Blogs,Like Nastya Vlog,493,Russia,RU,People,630.0,5.0,25.0,48947000.0,12200.0,195800.0,146800.0,2300000.0,100000.0,2016.0,Jan,14.0,81.9,144373535.0,4.59,107683889.0,61.52401,105.318756 +10,Vlad and Niki,98900000,77180169894.0,Entertainment,Vlad and Niki,574,United States,US,Entertainment,8.0,5.0,6.0,580574000.0,145100.0,2300000.0,1700000.0,27900000.0,600000.0,2018.0,Apr,23.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +11,Zee Music Company,96700000,57856289381.0,Music,Zee Music Company,8548,India,IN,Music,12.0,3.0,2.0,803613000.0,200900.0,3200000.0,2400000.0,38600000.0,1100000.0,2014.0,Mar,12.0,28.1,1366417754.0,5.36,471031528.0,20.593684,78.96288 +12,WWE,96000000,77428473662.0,Sports,WWE,70127,United States,US,Sports,7.0,6.0,1.0,714614000.0,178700.0,2900000.0,2100000.0,34300000.0,600000.0,2007.0,May,11.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +14,BLACKPINK,89800000,32144597566.0,People & Blogs,BLACKPINK,543,South Korea,KR,Music,32.0,1.0,3.0,498930000.0,124700.0,2000000.0,1500000.0,23900000.0,700000.0,2016.0,Jun,29.0,94.3,51709098.0,4.15,42106719.0,35.907757,127.766922 +16,Sony SAB,83000000,101000000000.0,Shows,Sony SAB,71270,India,IN,Entertainment,4.0,5.0,7.0,1657000000.0,414300.0,6600000.0,5000000.0,79600000.0,1100000.0,2007.0,Aug,4.0,28.1,1366417754.0,5.36,471031528.0,20.593684,78.96288 +17,5-Minute Crafts,80100000,26236790209.0,Howto & Style,5-Minute Crafts 2.0,1,United Kingdom,GB,Entertainment,4057901.0,4797.0,6781.0,1.0,0.0,0.0,0.0,0.05,,2020.0,Jul,27.0,60.0,66834405.0,3.85,55908316.0,55.378051,-3.435973 +18,BANGTANTV,75600000,20826993957.0,Music,BANGTANTV,2281,South Korea,KR,Music,112.0,2.0,4.0,168290000.0,42100.0,673200.0,504900.0,8100000.0,400000.0,2012.0,Dec,17.0,94.3,51709098.0,4.15,42106719.0,35.907757,127.766922 +20,Justin Bieber,71600000,30608119724.0,Music,Justin Bieber,249,Canada,CA,Music,38.0,1.0,6.0,176326000.0,44100.0,705300.0,529000.0,8500000.0,100000.0,2007.0,Jan,15.0,68.9,36991981.0,5.56,30628482.0,56.130366,-106.346771 +21,HYBE LABELS,71300000,28634566938.0,Music,HYBE LABELS,1337,South Korea,KR,Music,46.0,3.0,5.0,598173000.0,149500.0,2400000.0,1800000.0,28700000.0,900000.0,2008.0,Jun,4.0,94.3,51709098.0,4.15,42106719.0,35.907757,127.766922 +22,Zee TV,70500000,73139054467.0,Entertainment,Zee TV,129204,India,IN,Entertainment,9.0,6.0,8.0,1707000000.0,426800.0,6800000.0,5100000.0,81900000.0,900000.0,2005.0,Dec,11.0,28.1,1366417754.0,5.36,471031528.0,20.593684,78.96288 +23,Pinkfong Baby Shark - Kids' Songs & Stories,68200000,38843229963.0,Education,Pinkfong Baby Shark - Kids' Songs & Stories,2865,United States,US,Education,23.0,8.0,2.0,473387000.0,118300.0,1900000.0,1400000.0,22700000.0,600000.0,2011.0,Dec,14.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +24,Canal KondZilla,66500000,36775585925.0,Music,Canal KondZilla,2572,Brazil,BR,Music,25.0,1.0,7.0,447223000.0,0.0,0.0,0.0,0.0,,2012.0,Mar,21.0,51.3,212559417.0,12.08,183241641.0,-14.235004,-51.92528 +25,ChuChu TV Nursery Rhymes & Kids Songs,65900000,45757850229.0,Education,ChuChu TV Nursery Rhymes & Kids Songs,633,India,IN,Education,18.0,7.0,3.0,420292000.0,105100.0,1700000.0,1300000.0,20200000.0,500000.0,2013.0,Feb,9.0,28.1,1366417754.0,5.36,471031528.0,20.593684,78.96288 +26,Shemaroo Filmi Gaane,65600000,28648024439.0,Music,Shemaroo Filmi Gaane,8502,India,IN,Music,47.0,8.0,8.0,254961000.0,63700.0,1000000.0,764900.0,12200000.0,400000.0,2010.0,Jun,11.0,28.1,1366417754.0,5.36,471031528.0,20.593684,78.96288 +27,Colors TV,64600000,61510906457.0,Shows,Colors TV,112915,India,IN,Entertainment,10.0,9.0,9.0,1188000000.0,296900.0,4800000.0,3600000.0,57000000.0,1100000.0,2008.0,Jun,13.0,28.1,1366417754.0,5.36,471031528.0,20.593684,78.96288 +28,T-Series Bhakti Sagar,61000000,29533230328.0,Music,T- SERIES BHAKTI SAGAR,13,India,IN,Music,4053938.0,5803.0,5744.0,10.0,0.0,0.04,0.03,0.48,,2018.0,Aug,3.0,28.1,1366417754.0,5.36,471031528.0,20.593684,78.96288 +29,Dude Perfect,59500000,16241549158.0,Sports,Dude Perfect,389,United States,US,Sports,182.0,9.0,3.0,141200000.0,35300.0,564800.0,423600.0,6800000.0,100000.0,2009.0,Mar,17.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +30,Movieclips,59500000,59316472754.0,Film & Animation,Movieclips,39113,United States,US,Film,11.0,9.0,3.0,114668000.0,28700.0,458700.0,344000.0,5500000.0,100000.0,2006.0,Apr,28.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +31,Tips Official,59300000,33431802698.0,Music,Tips Official,4741,India,IN,Music,30.0,11.0,10.0,422634000.0,105700.0,1700000.0,1300000.0,20300000.0,600000.0,2007.0,May,22.0,28.1,1366417754.0,5.36,471031528.0,20.593684,78.96288 +32,El Reino Infantil,58400000,57271630846.0,Music,El Reino Infantil,1510,Argentina,AR,Music,13.0,1.0,11.0,611828000.0,153000.0,2400000.0,1800000.0,29400000.0,600000.0,2011.0,Jun,2.0,90.0,44938712.0,9.79,41339571.0,-38.416097,-63.616672 +33,Wave Music,58000000,40602020243.0,Music,Wave Music,19487,India,IN,Music,21.0,12.0,12.0,232025000.0,58000.0,928100.0,696100.0,11100000.0,500000.0,2014.0,Oct,29.0,28.1,1366417754.0,5.36,471031528.0,20.593684,78.96288 +34,Aaj Tak,57600000,25307753534.0,News & Politics,Aaj Tak,283775,India,IN,News,71.0,13.0,1.0,461148000.0,115300.0,1800000.0,1400000.0,22100000.0,500000.0,2009.0,Aug,27.0,28.1,1366417754.0,5.36,471031528.0,20.593684,78.96288 +35,Sony Music India,57200000,28837144516.0,Music,Sony Music India,3882,India,IN,Music,45.0,14.0,13.0,259310000.0,64800.0,1000000.0,777900.0,12400000.0,300000.0,2009.0,Sep,2.0,28.1,1366417754.0,5.36,471031528.0,20.593684,78.96288 +36,EminemMusic,56900000,27073872856.0,Music,EminemMusic,156,United States,US,Music,59.0,10.0,14.0,260193000.0,65000.0,1000000.0,780600.0,12500000.0,300000.0,2007.0,Feb,9.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +37,Marshmello,56400000,14696003229.0,Entertainment,Marshmello,436,United States,US,Music,233.0,11.0,15.0,112100000.0,28000.0,448400.0,336300.0,5400000.0,100000.0,2015.0,Apr,6.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +38,YRF,54600000,35302243691.0,Film & Animation,YRF,3707,India,IN,Music,28.0,15.0,16.0,512093000.0,128000.0,2000000.0,1500000.0,24600000.0,500000.0,2006.0,Jun,7.0,28.1,1366417754.0,5.36,471031528.0,20.593684,78.96288 +40,Ed Sheeran,53500000,30367676736.0,Music,Ed Sheeran,383,United Kingdom,GB,Music,39.0,1.0,18.0,202720000.0,50700.0,810900.0,608200.0,9700000.0,100000.0,2006.0,Aug,8.0,60.0,66834405.0,3.85,55908316.0,55.378051,-3.435973 +41,Infobells - Hindi,53300000,30516172739.0,Education,Infobells - Hindi,577,India,IN,Education,37.0,16.0,4.0,815949000.0,204000.0,3300000.0,2400000.0,39200000.0,1600000.0,2014.0,Jun,6.0,28.1,1366417754.0,5.36,471031528.0,20.593684,78.96288 +42,Taylor Swift,52900000,29884657286.0,Music,Taylor Swift,216,United States,US,Music,40.0,13.0,19.0,528392000.0,132100.0,2100000.0,1600000.0,25400000.0,800000.0,2006.0,Sep,20.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +43,Ariana Grande,52700000,24004842608.0,Music,Ariana Grande,147,United States,US,Music,78.0,14.0,20.0,160216000.0,40100.0,640900.0,480600.0,7700000.0,100000.0,2007.0,Jan,22.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +44,BillionSurpriseToys - Nursery Rhymes & Cartoons,52200000,9877365274.0,Education,BillionSurpriseToys - Nursery Rhymes & Cart�,847,United States,US,Education,450.0,15.0,5.0,266747000.0,66700.0,1100000.0,800200.0,12800000.0,600000.0,2013.0,Oct,25.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +45,JuegaGerman,48100000,14631710289.0,Gaming,JuegaGerman,2052,Chile,CL,Games,237.0,1.0,2.0,66388000.0,16600.0,265600.0,199200.0,3200000.0,200000.0,2013.0,May,19.0,88.5,18952038.0,7.09,16610135.0,-35.675147,-71.542969 +46,Billie Eilish,47900000,13626331061.0,Music,Billie Eilish,65,United States,US,Music,263.0,16.0,21.0,146862000.0,36700.0,587400.0,440600.0,7000000.0,200000.0,2013.0,Feb,6.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +47,Get Movies,47500000,30788679536.0,Entertainment,Get Movies,3322,Russia,RU,Film,35.0,1.0,4.0,306540000.0,76600.0,1200000.0,919600.0,14700000.0,700000.0,2006.0,Dec,16.0,81.9,144373535.0,4.59,107683889.0,61.52401,105.318756 +48,Shemaroo,47400000,22519705183.0,Entertainment,Shemaroo,11451,India,IN,Entertainment,97.0,17.0,10.0,232744000.0,58200.0,931000.0,698200.0,11200000.0,500000.0,2007.0,Sep,1.0,28.1,1366417754.0,5.36,471031528.0,20.593684,78.96288 +50,SonyMusicIndiaVEVO,46600000,27286058807.0,Music,SonyMusicIndiaVEVO,3444,United States,US,Music,55.0,17.0,22.0,314505000.0,78600.0,1300000.0,943500.0,15100000.0,400000.0,2009.0,Sep,2.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +51,A4,46300000,22936630813.0,Gaming,aefour,1,Cuba,CU,People,4053056.0,99.0,5359.0,94.0,0.02,0.38,0.28,5.0,10.0,2006.0,Mar,11.0,41.4,11333483.0,1.64,8739135.0,21.521757,-77.781167 +53,Fernanfloo,46100000,10323391593.0,Gaming,Fernanfloo,543,El Salvador,SV,Games,419.0,1.0,3.0,33842000.0,8500.0,135400.0,101500.0,1600000.0,200000.0,2011.0,May,2.0,29.4,6453553.0,4.11,4694702.0,13.794185,-88.89653 +54,Voot Kids,45500000,21388725229.0,Entertainment,Voot Kids,4660,India,IN,Entertainment,105.0,18.0,13.0,233988000.0,58500.0,936000.0,702000.0,11200000.0,400000.0,2016.0,Nov,23.0,28.1,1366417754.0,5.36,471031528.0,20.593684,78.96288 +55,Felipe Neto,45200000,16602198273.0,Entertainment,Felipe Neto,4331,Brazil,BR,Entertainment,174.0,2.0,14.0,130359000.0,32600.0,521400.0,391100.0,6300000.0,200000.0,2006.0,May,16.0,51.3,212559417.0,12.08,183241641.0,-14.235004,-51.92528 +56,Voc���,44700000,7828610828.0,Entertainment,Voc���,1558,Brazil,BR,Entertainment,681.0,3.0,15.0,48032000.0,12000.0,192100.0,144100.0,2300000.0,100000.0,2013.0,Sep,1.0,51.3,212559417.0,12.08,183241641.0,-14.235004,-51.92528 +57,HAR PAL GEO,44600000,41139050371.0,Entertainment,HAR PAL GEO,100755,Pakistan,PK,Entertainment,20.0,1.0,15.0,1337000000.0,334300.0,5300000.0,4000000.0,64200000.0,1300000.0,2008.0,Jan,2.0,9.0,216565318.0,4.45,79927762.0,30.375321,69.345116 +59,Katy Perry,44200000,25458952022.0,Music,Katy Perry,128,United States,US,Music,70.0,19.0,24.0,134242000.0,33600.0,537000.0,402700.0,6400000.0,100000.0,2008.0,Jun,1.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +60,whinderssonnunes,44200000,4274709210.0,Comedy,whinderssonnunes,558,Brazil,BR,Comedy,1741.0,4.0,1.0,26683000.0,6700.0,106700.0,80100.0,1300000.0,,2013.0,Jan,21.0,51.3,212559417.0,12.08,183241641.0,-14.235004,-51.92528 +61,ABS-CBN Entertainment,44200000,50292540392.0,People & Blogs,ABS-CBN Entertainment,193890,Philippines,PH,Entertainment,16.0,1.0,16.0,176629000.0,44200.0,706500.0,529900.0,8500000.0,300000.0,2008.0,Jul,16.0,35.5,108116615.0,2.15,50975903.0,12.879721,121.774017 +62,Alan Walker,43700000,12884264778.0,Music,alanwalker,8,Thailand,TH,Film,4056116.0,4026.0,5270.0,22.0,0.01,0.09,0.07,1.0,,2006.0,May,12.0,49.3,69625582.0,0.75,35294600.0,15.870032,100.992541 +64,Shakira,43500000,27568757295.0,People & Blogs,Shakira,326,Colombia,CO,Howto,52.0,1.0,3.0,353412000.0,88400.0,1400000.0,1100000.0,17000000.0,500000.0,2005.0,Oct,16.0,55.3,50339443.0,9.71,40827302.0,4.570868,-74.297333 +65,ýýýýýýýý ýý ýýýýýýýýýýýýýý,43200000,36458726976.0,Film & Animation,ýýýýýýýý ýý ýýýýýýýýýýýýýý,1478,Russia,RU,Education,26.0,2.0,6.0,303780000.0,75900.0,1200000.0,911300.0,14600000.0,300000.0,2011.0,May,31.0,81.9,144373535.0,4.59,107683889.0,61.52401,105.318756 +66,ARY Digital HD,43200000,37939780685.0,Entertainment,ARY Digital HD,109871,Pakistan,PK,Entertainment,24.0,2.0,18.0,1149000000.0,287300.0,4600000.0,3400000.0,55200000.0,900000.0,2016.0,Jul,11.0,9.0,216565318.0,4.45,79927762.0,30.375321,69.345116 +67,Speed Records,42500000,26820902622.0,Music,Speed Records,10938,India,IN,Music,62.0,19.0,26.0,159757000.0,39900.0,639000.0,479300.0,7700000.0,100000.0,2012.0,Nov,22.0,28.1,1366417754.0,5.36,471031528.0,20.593684,78.96288 +68,Masha and The Bear,42400000,24519022988.0,Shows,Masha and The Bear,1218,United States,US,Film,74.0,20.0,5.0,670459000.0,167600.0,2700000.0,2000000.0,32200000.0,1000000.0,2014.0,Sep,17.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +69,Like Nastya Show,42400000,19547696190.0,Entertainment,Like Nastya Show,618,United States,US,Entertainment,128.0,21.0,19.0,53202000.0,13300.0,212800.0,159600.0,2600000.0,,2017.0,Nov,14.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +70,Rihanna,41900000,22477745835.0,Entertainment,Rihanna,84,Barbados,BB,Music,98.0,1.0,27.0,182926000.0,45700.0,731700.0,548800.0,8800000.0,100000.0,2005.0,Nov,6.0,65.4,287025.0,10.33,89431.0,13.193887,-59.543198 +71,Ishtar Music,41400000,17608931161.0,Trailers,Ishtar Music,4510,India,IN,Music,155.0,20.0,28.0,180942000.0,45200.0,723800.0,542800.0,8700000.0,400000.0,2005.0,Sep,22.0,28.1,1366417754.0,5.36,471031528.0,20.593684,78.96288 +72,Kimberly Loaiza,41300000,5603111948.0,People & Blogs,Kimberly Loaiza,291,Mexico,MX,People,1157.0,2.0,1.0,136745000.0,34200.0,547000.0,410200.0,6600000.0,400000.0,2016.0,Nov,16.0,40.2,126014024.0,3.42,102626859.0,23.634501,-102.552784 +73,Little Baby Bum - Nursery Rhymes & Kids Songs,40900000,39450824833.0,Education,Little Baby Bum - Nursery Rhymes & Kids Songs,2423,United States,US,Education,22.0,22.0,7.0,98775000.0,24700.0,395100.0,296300.0,4700000.0,100000.0,2011.0,Jun,22.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +74,Luisito Comunica,40600000,8670473639.0,Comedy,Luis Arturo Villar Sudek,0,Mexico,MX,Comedy,3612215.0,3021.0,,,0.0,0.0,0.0,0.0,,2010.0,Jun,18.0,40.2,126014024.0,3.42,102626859.0,23.634501,-102.552784 +77,shfa2 - ��,39700000,23884824160.0,People & Blogs,shfa2 - ��,1596,United Arab Emirates,AE,People,81.0,1.0,2.0,247731000.0,61900.0,990900.0,743200.0,11900000.0,300000.0,2017.0,Nov,6.0,36.8,9770529.0,2.35,8479744.0,23.424076,53.847818 +79,CarryMinati,39200000,3294013141.0,Comedy,CarryMinati,186,India,IN,Comedy,2487.0,21.0,2.0,78688000.0,19700.0,314800.0,236100.0,3800000.0,700000.0,2014.0,Oct,30.0,28.1,1366417754.0,5.36,471031528.0,20.593684,78.96288 +80,XXXTENTACION,39200000,10507474316.0,Music,XXXTENTACION,133,United States,US,Music,403.0,24.0,29.0,58362000.0,14600.0,233400.0,175100.0,2800000.0,100000.0,2015.0,Jun,23.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +81,Super Simple Songs - Kids Songs,39200000,44900897958.0,Education,Super Simple Songs - Kids Songs,744,Canada,CA,Education,19.0,2.0,8.0,560756000.0,140200.0,2200000.0,1700000.0,26900000.0,400000.0,2006.0,Sep,8.0,68.9,36991981.0,5.56,30628482.0,56.130366,-106.346771 +82,Mikecrack,39100000,16118181673.0,Gaming,Mikecrack,1876,Spain,ES,Games,188.0,1.0,4.0,264108000.0,66000.0,1100000.0,792300.0,12700000.0,800000.0,2015.0,Jul,13.0,88.9,47076781.0,13.96,37927409.0,40.463667,-3.74922 +83,WorkpointOfficial,39000000,36131228583.0,Entertainment,WorkpointOfficial,72580,Thailand,TH,Entertainment,27.0,1.0,24.0,130461000.0,32600.0,521800.0,391400.0,6300000.0,200000.0,2012.0,Nov,5.0,49.3,69625582.0,0.75,35294600.0,15.870032,100.992541 +84,GR6 EXPLODE,38900000,25154232306.0,Music,GR6 EXPLODE,3043,Brazil,BR,Music,73.0,6.0,30.0,1635000000.0,408700.0,6500000.0,4900000.0,78500000.0,100000.0,2014.0,Aug,5.0,51.3,212559417.0,12.08,183241641.0,-14.235004,-51.92528 +85,TEDx Talks,38600000,7339333120.0,Nonprofits & Activism,TEDx Talks,200933,United States,US,Nonprofit,768.0,25.0,1.0,45638000.0,11400.0,182600.0,136900.0,2200000.0,100000.0,2009.0,Jun,23.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +86,shfa,38400000,21528116909.0,People & Blogs,ýýýýýýýýýý ýýýýýý,982,Saudi Arabia,SA,Games,150882.0,774.0,1454.0,1589000.0,397.0,6400.0,4800.0,76300.0,2000.0,2018.0,May,24.0,68.0,34268528.0,5.93,28807838.0,23.885942,45.079162 +87,Goldmines Gaane Sune Ansune,38300000,16718192386.0,Music,Goldmines Gaane Sune Ansune,3532,India,IN,Music,170.0,22.0,31.0,814756000.0,203700.0,3300000.0,2400000.0,39100000.0,400000.0,2015.0,Aug,24.0,28.1,1366417754.0,5.36,471031528.0,20.593684,78.96288 +88,One Direction,38200000,13598903820.0,Music,21 Savage,11,United States,US,Music,539848.0,2904.0,2594.0,6348.0,2.0,25.0,19.0,305.0,100.0,2016.0,Jun,26.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +89,TheEllenShow,38200000,22756581750.0,Entertainment,TheEllenShow,15672,United States,US,Entertainment,93.0,26.0,26.0,21804000.0,5500.0,87200.0,65400.0,1000000.0,,2006.0,Nov,21.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +90,Sony PAL,38200000,28519339489.0,Shows,Sony PAL,24089,India,IN,Entertainment,49.0,23.0,25.0,415914000.0,104000.0,1700000.0,1200000.0,20000000.0,500000.0,2014.0,May,9.0,28.1,1366417754.0,5.36,471031528.0,20.593684,78.96288 +91,Daddy Yankee,38000000,22731415608.0,Music,Daddy Yankee,505,United States,US,Music,92.0,27.0,33.0,205594000.0,51400.0,822400.0,616800.0,9900000.0,100000.0,2011.0,May,16.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +93,Like Nastya ESP,37600000,18208196857.0,Entertainment,Like Nastya ESP,743,United States,US,Entertainment,145.0,29.0,28.0,321026000.0,80300.0,1300000.0,963100.0,15400000.0,700000.0,2017.0,Apr,22.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +94,ýýýýýýýýýýýý one31,37500000,27262462114.0,Entertainment,ýýýýýýýýýýýý one31,117152,Thailand,TH,Entertainment,56.0,2.0,29.0,140754000.0,35200.0,563000.0,422300.0,6800000.0,300000.0,2013.0,Jan,10.0,49.3,69625582.0,0.75,35294600.0,15.870032,100.992541 +95,Jkk Entertainment,37200000,16402066717.0,Comedy,Jkk Entertainment,220,India,IN,Comedy,178.0,24.0,3.0,49861000.0,12500.0,199400.0,149600.0,2400000.0,100000.0,2017.0,Mar,20.0,28.1,1366417754.0,5.36,471031528.0,20.593684,78.96288 +96,ABP NEWS,37000000,13102611515.0,People & Blogs,ABP NEWS,301308,India,IN,News,280.0,25.0,2.0,267060000.0,66800.0,1100000.0,801200.0,12800000.0,400000.0,2012.0,Jun,1.0,28.1,1366417754.0,5.36,471031528.0,20.593684,78.96288 +97,Maria Clara & JP,37000000,24188861917.0,People & Blogs,Maria Clara & JP,744,Brazil,BR,Entertainment,75.0,7.0,30.0,251449000.0,62900.0,1000000.0,754300.0,12100000.0,300000.0,2015.0,Sep,6.0,51.3,212559417.0,12.08,183241641.0,-14.235004,-51.92528 +98,Bruno Mars,36700000,19378155425.0,Music,Bruno Mars,99,United States,US,Music,134.0,30.0,34.0,175243000.0,43800.0,701000.0,525700.0,8400000.0,200000.0,2006.0,Sep,19.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +99,Maroon 5,36600000,22553923546.0,Music,Maroon 5,171,United States,US,Music,96.0,31.0,35.0,152825000.0,38200.0,611300.0,458500.0,7300000.0,,2006.0,Mar,9.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +100,Ultra Bollywood,36600000,15653786446.0,Trailers,Ultra Bollywood,9168,India,IN,Entertainment,205.0,26.0,31.0,131462000.0,0.0,0.0,0.0,0.0,200000.0,2009.0,Oct,21.0,28.1,1366417754.0,5.36,471031528.0,20.593684,78.96288 +102,YouTube,36300000,3010784935.0,News & Politics,YouTube,744,United States,US,Entertainment,2860.0,32.0,5.0,21103000.0,5300.0,84400.0,63300.0,1000000.0,300000.0,1970.0,Jan,1.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +106,La Granja de Zen�,35700000,27118354077.0,Music,La Granja de Zen�,654,Argentina,AR,Music,58.0,2.0,37.0,302071000.0,75500.0,1200000.0,906200.0,14500000.0,400000.0,2013.0,Jun,6.0,90.0,44938712.0,9.79,41339571.0,-38.416097,-63.616672 +107,Saregama Music,35500000,15657673422.0,Entertainment,Saregama Music,7566,India,IN,Music,199.0,27.0,38.0,533793000.0,133400.0,2100000.0,1600000.0,25600000.0,900000.0,2013.0,Jan,4.0,28.1,1366417754.0,5.36,471031528.0,20.593684,78.96288 +108,IndiaTV,35500000,16105023749.0,News & Politics,IndiaTV,273255,India,IN,News,185.0,27.0,3.0,290847000.0,72700.0,1200000.0,872500.0,14000000.0,600000.0,2006.0,Aug,26.0,28.1,1366417754.0,5.36,471031528.0,20.593684,78.96288 +109,T-Series Bollywood Classics,35400000,22637783517.0,Music,T-Series Bollywood Classics,2010,India,IN,Music,94.0,28.0,39.0,331474000.0,82900.0,1300000.0,994400.0,15900000.0,500000.0,2012.0,Apr,2.0,28.1,1366417754.0,5.36,471031528.0,20.593684,78.96288 +111,Markiplier,35200000,20297931219.0,Gaming,Markiplier,5490,United States,US,Games,119.0,34.0,8.0,127329000.0,31800.0,509300.0,382000.0,6100000.0,100000.0,2012.0,May,26.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +112,Ryan's World,35200000,55299840198.0,Entertainment,Ryan's World,2453,United States,US,Entertainment,15.0,35.0,32.0,238613000.0,59700.0,954500.0,715800.0,11500000.0,200000.0,2015.0,Mar,17.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +113,Genevieve's Playhouse - Learning Videos for Kids,34900000,25607397308.0,Education,Genevieve's Playhouse - Learning Videos for �,617,United States,US,Film,69.0,36.0,7.0,335307000.0,83800.0,1300000.0,1000000.0,16100000.0,300000.0,2016.0,Jan,6.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +116,Geet MP3,34300000,12746535822.0,Music,Geet MP3,679,India,IN,Music,299.0,31.0,41.0,101357000.0,25300.0,405400.0,304100.0,4900000.0,100000.0,2016.0,Oct,22.0,28.1,1366417754.0,5.36,471031528.0,20.593684,78.96288 +117,J Balvin,34100000,23005313609.0,Music,J Balvin,141,Colombia,CO,Music,89.0,2.0,42.0,128696000.0,32200.0,514800.0,386100.0,6200000.0,100000.0,2011.0,Feb,18.0,55.3,50339443.0,9.71,40827302.0,4.570868,-74.297333 +118,Jess No Limit,34000000,3963007415.0,Entertainment,Jess No Limit,2284,Indonesia,ID,Entertainment,1882.0,1.0,33.0,547141000.0,136800.0,2200000.0,1600000.0,26300000.0,5500000.0,2017.0,Sep,7.0,36.3,270203917.0,4.69,151509724.0,-0.789275,113.921327 +119,Jingle Toons,34000000,11351015824.0,Film & Animation,Jingle Toons,240,India,IN,Film,360.0,32.0,8.0,179903000.0,45000.0,719600.0,539700.0,8600000.0,600000.0,2013.0,Jan,24.0,28.1,1366417754.0,5.36,471031528.0,20.593684,78.96288 +120,VEGETTA777,33800000,15432929204.0,Gaming,VEGETTA777,7606,Spain,ES,Games,211.0,2.0,10.0,39094000.0,9800.0,156400.0,117300.0,1900000.0,,2008.0,Mar,2.0,88.9,47076781.0,13.96,37927409.0,40.463667,-3.74922 +121,Galinha Pintadinha,33800000,27274550757.0,Film & Animation,Galinha Pintadinha,66,Brazil,BR,Film,54.0,8.0,9.0,403508000.0,100900.0,1600000.0,1200000.0,19400000.0,200000.0,2006.0,Aug,30.0,51.3,212559417.0,12.08,183241641.0,-14.235004,-51.92528 +122,SSSniperWolf,33700000,23492684419.0,Gaming,SSSniperWolf,3366,United States,US,Entertainment,83.0,37.0,35.0,210955000.0,52700.0,843800.0,632900.0,10100000.0,200000.0,2013.0,Jan,20.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +124,Selena Gomez,33600000,13013567335.0,Film & Animation,Selena Gomez,188,United States,US,Music,288.0,38.0,43.0,115792000.0,28900.0,463200.0,347400.0,5600000.0,200000.0,2008.0,Feb,8.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +125,Rajshri,33500000,14864294792.0,Music,Rajshri,3741,India,IN,Entertainment,222.0,34.0,36.0,272255000.0,68100.0,1100000.0,816800.0,13100000.0,500000.0,2006.0,Mar,24.0,28.1,1366417754.0,5.36,471031528.0,20.593684,78.96288 +126,Ch3Thailand,33500000,29611914495.0,Entertainment,Ch3Thailand,96214,Thailand,TH,Entertainment,41.0,3.0,37.0,61307000.0,0.0,0.0,0.0,0.0,100000.0,2014.0,May,29.0,49.3,69625582.0,0.75,35294600.0,15.870032,100.992541 +127,KHANDESHI MOVIES,33500000,11405809704.0,Comedy,KHANDESHI MOVIES,217,India,IN,Comedy,357.0,35.0,4.0,24736000.0,6200.0,98900.0,74200.0,1200000.0,100000.0,2013.0,Nov,11.0,28.1,1366417754.0,5.36,471031528.0,20.593684,78.96288 +128,NoCopyrightSounds,33400000,10530729078.0,Music,NoCopyrightSounds,1331,United Kingdom,GB,Music,402.0,3.0,44.0,55654000.0,13900.0,222600.0,167000.0,2700000.0,,2011.0,Aug,14.0,60.0,66834405.0,3.85,55908316.0,55.378051,-3.435973 +129,CVS 3D Rhymes & Kids Songs,33400000,20269857567.0,Education,CVS 3D Rhymes & Kids Songs,338,India,IN,Education,120.0,35.0,9.0,136084000.0,34000.0,544300.0,408300.0,6500000.0,200000.0,2008.0,Aug,26.0,28.1,1366417754.0,5.36,471031528.0,20.593684,78.96288 +130,Ricis Official,33300000,5994136760.0,People & Blogs,Ricis Official,2736,Indonesia,ID,Entertainment,1043.0,2.0,34.0,157101000.0,39300.0,628400.0,471300.0,7500000.0,1900000.0,2016.0,Jan,15.0,36.3,270203917.0,4.69,151509724.0,-0.789275,113.921327 +131,BabyBus - Kids Songs and Cartoons,32800000,26355088167.0,Education,BabyBus - Kids Songs and Cartoons,2122,United States,US,Education,64.0,39.0,10.0,127498000.0,31900.0,510000.0,382500.0,6100000.0,200000.0,2016.0,Jul,15.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +132,Eros Now Music,32700000,17853798780.0,Entertainment,Mzaalo,1521,India,IN,Entertainment,8055.0,730.0,838.0,20263000.0,5100.0,81100.0,60800.0,972600.0,40000.0,2012.0,Mar,14.0,28.1,1366417754.0,5.36,471031528.0,20.593684,78.96288 +134,DisneyMusicVEVO,32700000,28516250629.0,Music,DisneyMusicVEVO,2068,United States,US,Music,50.0,40.0,45.0,329861000.0,82500.0,1300000.0,989600.0,15800000.0,300000.0,2010.0,May,20.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +135,The Weeknd,32600000,23379969006.0,Music,The Weeknd,169,Canada,CA,Music,85.0,3.0,45.0,373828000.0,93500.0,1500000.0,1100000.0,17900000.0,200000.0,2011.0,Feb,25.0,68.9,36991981.0,5.56,30628482.0,56.130366,-106.346771 +137,KAROL G,32100000,18699145555.0,Music,KAROL G,134,Colombia,CO,Music,140.0,3.0,46.0,465647000.0,116400.0,1900000.0,1400000.0,22400000.0,300000.0,2013.0,Mar,14.0,55.3,50339443.0,9.71,40827302.0,4.570868,-74.297333 +138,Mr Bean,32100000,10602236110.0,Shows,Mr Bean,3091,United Kingdom,GB,Comedy,400.0,4.0,5.0,56534000.0,14100.0,226100.0,169600.0,2700000.0,100000.0,2006.0,Jan,4.0,60.0,66834405.0,3.85,55908316.0,55.378051,-3.435973 +139,rezendeevil,32100000,13061739758.0,Gaming,rezendeevil,11882,Brazil,BR,Entertainment,287.0,9.0,40.0,44505000.0,11100.0,178000.0,133500.0,2100000.0,,2012.0,Feb,12.0,51.3,212559417.0,12.08,183241641.0,-14.235004,-51.92528 +140,StarPlus,32000000,26800674545.0,Entertainment,StarPlus,44892,India,IN,Entertainment,60.0,38.0,40.0,1667000000.0,416800.0,6700000.0,5000000.0,80000000.0,1200000.0,2006.0,May,19.0,28.1,1366417754.0,5.36,471031528.0,20.593684,78.96288 +142,GMA Network,31900000,19428308461.0,Entertainment,GMA Network,93311,Philippines,PH,Entertainment,129.0,2.0,41.0,798510000.0,199600.0,3200000.0,2400000.0,38300000.0,500000.0,2006.0,Nov,20.0,35.5,108116615.0,2.15,50975903.0,12.879721,121.774017 +143,GENIAL,31800000,6762424690.0,Howto & Style,GENIAL,6734,Mexico,MX,Howto,884.0,4.0,4.0,31455000.0,7900.0,125800.0,94400.0,1500000.0,,2017.0,Jun,1.0,40.2,126014024.0,3.42,102626859.0,23.634501,-102.552784 +144,MR. INDIAN HACKER,31700000,5711208484.0,Science & Technology,MR. INDIAN HACKER,929,India,IN,Tech,1132.0,40.0,1.0,109125000.0,27300.0,436500.0,327400.0,5200000.0,500000.0,2012.0,Jun,21.0,28.1,1366417754.0,5.36,471031528.0,20.593684,78.96288 +145,Worldwide Records Bhojpuri,31700000,16476978876.0,Music,Worldwide Records Bhojpuri,6518,India,IN,Music,177.0,39.0,48.0,112648000.0,28200.0,450600.0,337900.0,5400000.0,200000.0,2012.0,Mar,15.0,28.1,1366417754.0,5.36,471031528.0,20.593684,78.96288 +146,DONA ��,31700000,21031745531.0,Entertainment,DONA ��,166,United States,US,Entertainment,110.0,41.0,42.0,153280000.0,38300.0,613100.0,459800.0,7400000.0,200000.0,2018.0,Apr,5.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +147,Dream,31700000,2930015381.0,Gaming,Dream,116,United States,US,Games,2986.0,41.0,12.0,27022000.0,6800.0,108100.0,81100.0,1300000.0,200000.0,2014.0,Feb,8.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +148,Lucas and Marcus,31600000,11615848291.0,Entertainment,Lucas and Marcus,1321,United States,US,Entertainment,339.0,42.0,43.0,312099000.0,78000.0,1200000.0,936300.0,15000000.0,400000.0,2011.0,Jan,19.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +149,JustinBieberVEVO,31600000,26583873105.0,Music,JustinBieberVEVO,204,United States,US,Music,63.0,42.0,49.0,105126000.0,26300.0,420500.0,315400.0,5000000.0,,2009.0,Sep,26.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +151,Peppa Pig - Official Channel,31400000,22919271731.0,Film & Animation,Peppa Pig - Official Channel,3589,United Kingdom,GB,Education,91.0,5.0,11.0,244925000.0,61200.0,979700.0,734800.0,11800000.0,300000.0,2013.0,Oct,9.0,60.0,66834405.0,3.85,55908316.0,55.378051,-3.435973 +152,YOLO AVENTURAS,31200000,9673649438.0,People & Blogs,YOLO AVENTURAS,65,Venezuela,VE,Comedy,3361188.0,522.0,2270.0,3589.0,0.9,14.0,11.0,172.0,100.0,2018.0,Dec,16.0,79.3,28515829.0,8.8,25162368.0,6.42375,-66.58973 +153,The Tonight Show Starring Jimmy Fallon,31200000,17111726160.0,Comedy,The Tonight Show Starring Jimmy Fallon,8976,United States,US,Comedy,166.0,44.0,6.0,22511000.0,0.0,0.0,0.0,0.0,100000.0,2006.0,Jan,8.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +154,TheDonato,31200000,6187804950.0,Entertainment,TheDonato,3027,Argentina,AR,Games,997.0,3.0,12.0,190679000.0,47700.0,762700.0,572000.0,9200000.0,1900000.0,2015.0,Feb,17.0,90.0,44938712.0,9.79,41339571.0,-38.416097,-63.616672 +155,ImagineDragons,30700000,16793072362.0,Music,ImagineDragons,92,United States,US,Music,169.0,45.0,50.0,188837000.0,47200.0,755300.0,566500.0,9100000.0,100000.0,2009.0,Aug,3.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +157,Round2hell,30700000,3145161634.0,Comedy,Round2hell,67,India,IN,Entertainment,2687.0,41.0,45.0,31822000.0,8000.0,127300.0,95500.0,1500000.0,300000.0,2016.0,Oct,20.0,28.1,1366417754.0,5.36,471031528.0,20.593684,78.96288 +158,Zee News,30500000,16709857823.0,News & Politics,Zee News,180092,India,IN,News,168.0,41.0,4.0,461472000.0,115400.0,1800000.0,1400000.0,22200000.0,600000.0,2007.0,Jun,19.0,28.1,1366417754.0,5.36,471031528.0,20.593684,78.96288 +159,AboFlah,30500000,4521573939.0,Gaming,AboFlah,641,Kuwait,KW,Entertainment,1573.0,1.0,7.0,157908000.0,39500.0,631600.0,473700.0,7600000.0,1300000.0,2016.0,Jul,28.0,54.4,4207083.0,2.18,4207083.0,29.31166,47.481766 +160,AH,30400000,4332274962.0,Entertainment,AH,2197,Indonesia,ID,Entertainment,1701.0,4.0,46.0,21440000.0,5400.0,85800.0,64300.0,1000000.0,,2014.0,Jan,26.0,36.3,270203917.0,4.69,151509724.0,-0.789275,113.921327 +161,Trap Nation,30400000,14037426379.0,Music,Trap Nation,2725,United States,US,Music,255.0,46.0,51.0,45822000.0,11500.0,183300.0,137500.0,2200000.0,,2012.0,Sep,23.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +163,Boram Tube Vlog [��������ï¿,30300000,13546549817.0,Entertainment,Boram Tube Vlog [��������ï¿,223,United States,US,Entertainment,269.0,47.0,47.0,22724000.0,5700.0,90900.0,68200.0,1100000.0,,2012.0,Feb,21.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +164,Adele,30200000,14199108016.0,Music,Adele,15,United Kingdom,GB,Music,248.0,6.0,53.0,137099000.0,34300.0,548400.0,411300.0,6600000.0,100000.0,2008.0,Apr,4.0,60.0,66834405.0,3.85,55908316.0,55.378051,-3.435973 +165,Talking Tom,30200000,15199330166.0,Comedy,TalkingTom,2,United States,US,Entertainment,4057345.0,7736.0,6776.0,,0.0,0.0,0.0,0.0,,2008.0,Jun,27.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +166,ýýýýýýýý ýýýýýýýý ýýýýýýýýýý | toyoraljanahtv,30200000,27684955537.0,Entertainment,ýýýýýýýý ýýýýýýýý ýýýýýýýýýý | toyoraljanahtv,3254,Jordan,JO,Music,51.0,1.0,52.0,116434000.0,29100.0,465700.0,349300.0,5600000.0,100000.0,2008.0,Nov,24.0,34.4,10101694.0,14.72,9213048.0,30.585164,36.238414 +168,Spinnin' Records,30100000,19607009165.0,Music,Spinnin' Records,11501,Netherlands,NL,Music,127.0,1.0,54.0,100040000.0,25000.0,400200.0,300100.0,4800000.0,100000.0,2007.0,Jul,12.0,85.0,17332850.0,3.2,15924729.0,52.132633,5.291266 +169,Little Angel: Nursery Rhymes & Kids Songs,30100000,22593193994.0,Education,Little Angel: Nursery Rhymes & Kids Songs,1349,United States,US,Education,95.0,49.0,12.0,107525000.0,26900.0,430100.0,322600.0,5200000.0,,2015.0,Dec,14.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +171,Shawn Mendes,30000000,12831200855.0,Music,Shawn Mendes,133,Canada,CA,Music,295.0,4.0,55.0,88749000.0,22200.0,355000.0,266200.0,4300000.0,,2011.0,Jan,19.0,68.9,36991981.0,5.56,30628482.0,56.130366,-106.346771 +172,ashish chanchlani vines,29800000,4457913639.0,Comedy,ashish chanchlani vines,151,India,IN,Comedy,1622.0,42.0,8.0,26171000.0,6500.0,104700.0,78500.0,1300000.0,100000.0,2009.0,Jul,6.0,28.1,1366417754.0,5.36,471031528.0,20.593684,78.96288 +173,Ultra Records,29600000,17208027242.0,Music,Ultra Records,4903,United States,US,Music,165.0,50.0,56.0,81884000.0,20500.0,327500.0,245700.0,3900000.0,,2006.0,Oct,24.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +175,Maluma,29300000,21226945136.0,Music,MaLuMa,14,Argentina,AR,People,4051498.0,3624.0,7658.0,15.0,0.0,0.06,0.05,0.72,,2015.0,Oct,31.0,90.0,44938712.0,9.79,41339571.0,-38.416097,-63.616672 +176,Zhong,29200000,14727238483.0,Entertainment,Zhong,1513,United States,US,Entertainment,230.0,51.0,48.0,180519000.0,0.0,0.0,0.0,0.0,1000000.0,2015.0,Jan,19.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +177,Enaldinho,29200000,11627437847.0,Comedy,Enaldinho,3654,Brazil,BR,Games,338.0,10.0,15.0,303100000.0,75800.0,1200000.0,909300.0,14500000.0,1000000.0,2012.0,Nov,7.0,51.3,212559417.0,12.08,183241641.0,-14.235004,-51.92528 +178,AuronPlay,29200000,4079141673.0,Comedy,AuronPlay,404,Spain,ES,Comedy,1852.0,3.0,9.0,12143000.0,3000.0,48600.0,36400.0,582900.0,,2006.0,Feb,28.0,88.9,47076781.0,13.96,37927409.0,40.463667,-3.74922 +180,infobells - Tamil,28900000,17930570614.0,Education,infobells - Tamil,555,India,IN,Education,149.0,44.0,13.0,109828000.0,27500.0,439300.0,329500.0,5300000.0,200000.0,2014.0,Mar,13.0,28.1,1366417754.0,5.36,471031528.0,20.593684,78.96288 +182,The Late Late Show with James Corden,28400000,9956764048.0,Entertainment,The Late Late Show with James Corden,5809,United States,US,Entertainment,445.0,53.0,49.0,26435000.0,6600.0,105700.0,79300.0,1300000.0,,2006.0,Nov,21.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +183,Aditya Movies,28400000,10062770060.0,Movies,Aditya Movies,5436,India,IN,Film,432.0,45.0,11.0,227355000.0,56800.0,909400.0,682100.0,10900000.0,500000.0,2012.0,Feb,23.0,28.1,1366417754.0,5.36,471031528.0,20.593684,78.96288 +185,infobells - Telugu,28300000,14814192034.0,Education,infobells - Telugu,505,India,IN,Education,223.0,45.0,14.0,288110000.0,72000.0,1200000.0,864300.0,13800000.0,800000.0,2014.0,Mar,13.0,28.1,1366417754.0,5.36,471031528.0,20.593684,78.96288 +186,HUM TV,28300000,23844936965.0,Entertainment,HUM TV,106983,Pakistan,PK,Entertainment,80.0,3.0,49.0,684860000.0,171200.0,2700000.0,2100000.0,32900000.0,700000.0,2011.0,May,25.0,9.0,216565318.0,4.45,79927762.0,30.375321,69.345116 +187,Shemaroo Movies,28200000,7600740993.0,Entertainment,Shemaroo Movies,3009,India,IN,Film,721.0,46.0,13.0,184966000.0,46200.0,739900.0,554900.0,8900000.0,500000.0,2011.0,Mar,1.0,28.1,1366417754.0,5.36,471031528.0,20.593684,78.96288 +188,Michael Jackson,28200000,14412474625.0,Music,Michael Jackson,15,United States,US,Music,242.0,54.0,59.0,158591000.0,39600.0,634400.0,475800.0,7600000.0,200000.0,2005.0,Jun,22.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +191,Sandeep Maheshwari,27800000,2303069221.0,People & Blogs,Sandeepmaheshwari,0,Singapore,SG,,4057944.0,3017.0,,,0.0,0.0,0.0,0.0,1.0,2008.0,Jan,2.0,84.8,5703569.0,4.11,5703569.0,1.352083,103.819836 +192,Bounce Patrol - Kids Songs,27800000,21037851468.0,Music,Bounce Patrol - Kids Songs,292,Australia,AU,Music,111.0,1.0,61.0,127441000.0,31900.0,509800.0,382300.0,6100000.0,,2013.0,Jan,1.0,113.1,25766605.0,5.27,21844756.0,-25.274398,133.775136 +193,toycantando,27700000,15777682516.0,Music,toycantando,619,Colombia,CO,Music,197.0,4.0,62.0,173836000.0,43500.0,695300.0,521500.0,8300000.0,200000.0,2009.0,Jul,7.0,55.3,50339443.0,9.71,40827302.0,4.570868,-74.297333 +194,MrBeast 2,27500000,4552581106.0,People & Blogs,Leaux Pass,27,United States,US,Music,2161873.0,5889.0,4311.0,649.0,0.0,0.0,0.0,0.0,,2011.0,Jun,23.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +195,Wiz Khalifa,27500000,13379395501.0,Music,Wiz Khalifa,682,United States,US,Music,275.0,57.0,63.0,90450000.0,22600.0,361800.0,271300.0,4300000.0,100000.0,2008.0,May,9.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +196,JYP Entertainment,27400000,19883150017.0,Music,JYP Entertainment,1753,South Korea,KR,Music,124.0,4.0,64.0,307631000.0,76900.0,1200000.0,922900.0,14800000.0,200000.0,2008.0,Jan,25.0,94.3,51709098.0,4.15,42106719.0,35.907757,127.766922 +197,ýýý Kids Roma Show,27400000,10336420490.0,People & Blogs,ýýý Kids Roma Show,642,United States,US,Entertainment,418.0,58.0,50.0,175844000.0,44000.0,703400.0,527500.0,8400000.0,400000.0,2015.0,May,12.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +198,DanTDM,27400000,19417887510.0,Gaming,DanTDM,3664,United Kingdom,GB,Games,132.0,7.0,16.0,78668000.0,19700.0,314700.0,236000.0,3800000.0,500000.0,2012.0,Jul,14.0,60.0,66834405.0,3.85,55908316.0,55.378051,-3.435973 +199,Nick Jr.,27300000,22440611155.0,Film & Animation,Nick Jr.,5438,United States,US,Entertainment,100.0,59.0,51.0,42546000.0,10600.0,170200.0,127600.0,2000000.0,200000.0,2012.0,Sep,27.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +200,Crazy XYZ,27300000,7705492350.0,Entertainment,Crazy XYZ,1259,India,IN,Tech,707.0,48.0,2.0,102235000.0,25600.0,408900.0,306700.0,4900000.0,100000.0,2017.0,Sep,10.0,28.1,1366417754.0,5.36,471031528.0,20.593684,78.96288 +202,Dushyant kukreja,27100000,17318452893.0,Entertainment,Dushyant kukreja,889,India,IN,Entertainment,159.0,49.0,52.0,429692000.0,107400.0,1700000.0,1300000.0,20600000.0,700000.0,2015.0,Sep,26.0,28.1,1366417754.0,5.36,471031528.0,20.593684,78.96288 +204,Brent Rivera,27000000,6570935979.0,Comedy,Brent Rivera,554,United States,US,Entertainment,909.0,60.0,53.0,144453000.0,36100.0,577800.0,433400.0,6900000.0,300000.0,2009.0,Aug,1.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +205,Renato Garcia YT,26900000,7938616641.0,Entertainment,Renato Garcia YT,3956,Brazil,BR,Entertainment,664.0,11.0,54.0,82912000.0,20700.0,331600.0,248700.0,4000000.0,200000.0,2011.0,Sep,29.0,51.3,212559417.0,12.08,183241641.0,-14.235004,-51.92528 +206,Beast Reacts,26700000,4388047013.0,People & Blogs,Beast Reacts,241,United States,US,Entertainment,1632.0,61.0,54.0,276187000.0,69000.0,1100000.0,828600.0,13300000.0,1200000.0,2016.0,Apr,24.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +207,enchufetv,26700000,10317306313.0,Comedy,enchufetv,975,Colombia,CO,Comedy,420.0,5.0,11.0,24363000.0,6100.0,97500.0,73100.0,1200000.0,,2011.0,Nov,13.0,55.3,50339443.0,9.71,40827302.0,4.570868,-74.297333 +208,Netflix,26700000,7173668905.0,Entertainment,Netflix,6471,United States,US,Entertainment,797.0,62.0,55.0,118226000.0,29600.0,472900.0,354700.0,5700000.0,200000.0,2012.0,Jul,17.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +209,Raffy Tulfo in Action,26500000,15065753455.0,News & Politics,Raffy Tulfo in Action,10022,Philippines,PH,News,219.0,3.0,5.0,163130000.0,40800.0,652500.0,489400.0,7800000.0,300000.0,2016.0,Apr,20.0,35.5,108116615.0,2.15,50975903.0,12.879721,121.774017 +210,WORLDSTARHIPHOP,26500000,20358117330.0,Music,WORLDSTARHIPHOP,6873,United States,US,Music,117.0,63.0,65.0,89098000.0,22300.0,356400.0,267300.0,4300000.0,,2008.0,Nov,8.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +211,Goldmines Bollywood,26400000,8595760553.0,Film & Animation,Goldmines Bollywood,3622,India,IN,Film,588.0,50.0,15.0,99677000.0,24900.0,398700.0,299000.0,4800000.0,400000.0,2015.0,Jul,22.0,28.1,1366417754.0,5.36,471031528.0,20.593684,78.96288 +212,Alan Chikin Chow,26400000,27006526665.0,Comedy,Alan Chikin Chow,865,United States,US,Comedy,61.0,63.0,12.0,1046000000.0,261500.0,4200000.0,3100000.0,50200000.0,1300000.0,2020.0,Feb,3.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +213,PANDA BOI,26400000,17211600007.0,Entertainment,PANDA BOI,967,Italy,IT,Entertainment,158.0,1.0,55.0,1225000000.0,306400.0,4900000.0,3700000.0,58800000.0,2000000.0,2020.0,Dec,5.0,61.9,60297396.0,9.89,42651966.0,41.87194,12.56738 +214,BB Ki Vines,26300000,4749833967.0,Entertainment,BB Ki Vines,190,India,IN,Entertainment,1462.0,51.0,57.0,17264000.0,4300.0,69100.0,51800.0,828600.0,,2015.0,Jun,20.0,28.1,1366417754.0,5.36,471031528.0,20.593684,78.96288 +216,Junya.����,26200000,16097531087.0,Entertainment,Junya.����,5985,Japan,JP,Entertainment,184.0,2.0,56.0,721848000.0,180500.0,2900000.0,2200000.0,34600000.0,1100000.0,2020.0,Sep,14.0,63.2,126226568.0,2.29,115782416.0,36.204824,138.252924 +217,Smosh,26100000,10435474336.0,Comedy,Smosh,1619,United States,US,Comedy,410.0,65.0,13.0,68156000.0,17000.0,272600.0,204500.0,3300000.0,400000.0,2005.0,Nov,19.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +218,1MILLION Dance Studio,26100000,7886440199.0,Entertainment,1MILLION Dance Studio,0,Saudi Arabia,SA,Music,4057944.0,3695.0,5641.0,,0.0,0.0,0.0,0.0,,2019.0,Jul,13.0,68.0,34268528.0,5.93,28807838.0,23.885942,45.079162 +220,Beyoncï¿,26000000,17308961985.0,Music,Beyoncï¿,240,United States,US,Music,163.0,66.0,66.0,55454000.0,13900.0,221800.0,166400.0,2700000.0,,2005.0,Nov,7.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +222,Indosiar,25900000,11372071889.0,Music,Indosiar,65286,Indonesia,ID,Entertainment,358.0,5.0,60.0,230183000.0,57500.0,920700.0,690500.0,11000000.0,600000.0,2013.0,Sep,23.0,36.3,270203917.0,4.69,151509724.0,-0.789275,113.921327 +223,VanossGaming,25800000,15541421838.0,Gaming,VanossGaming,1762,Canada,CA,Games,206.0,5.0,17.0,54947000.0,13700.0,219800.0,164800.0,2600000.0,,2011.0,Sep,15.0,68.9,36991981.0,5.56,30628482.0,56.130366,-106.346771 +224,David Guetta,25700000,17793809548.0,Music,David Guetta,749,United States,US,Music,153.0,67.0,67.0,164215000.0,41100.0,656900.0,492600.0,7900000.0,100000.0,2009.0,Dec,11.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +225,LosPolinesios,25700000,7466926260.0,People & Blogs,LosPolinesios,982,Mexico,MX,People,746.0,8.0,7.0,30501000.0,7600.0,122000.0,91500.0,1500000.0,,2012.0,Dec,16.0,40.2,126014024.0,3.42,102626859.0,23.634501,-102.552784 +226,Nicki Minaj,25700000,10242981063.0,Music,Nicki Minaj,42,United States,US,Music,425.0,67.0,67.0,103631000.0,25900.0,414500.0,310900.0,5000000.0,100000.0,2013.0,Aug,28.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +228,TaylorSwiftVEVO,25600000,25592378292.0,Music,TaylorSwiftVEVO,287,United States,US,Music,67.0,68.0,68.0,318593000.0,79600.0,1300000.0,955800.0,15300000.0,100000.0,2009.0,May,12.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +230,Post Malone,25500000,14401218086.0,Music,Post Malone,78,United States,US,Music,243.0,69.0,69.0,195499000.0,48900.0,782000.0,586500.0,9400000.0,100000.0,2011.0,Dec,15.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +231,Rans Entertainment,25400000,6430853035.0,People & Blogs,Rans Entertainment,3716,Indonesia,ID,Entertainment,942.0,6.0,62.0,58487000.0,14600.0,233900.0,175500.0,2800000.0,100000.0,2015.0,Dec,27.0,36.3,270203917.0,4.69,151509724.0,-0.789275,113.921327 +232,LankyBox,25400000,34300482066.0,Comedy,LankyBox,8775,United States,US,Games,29.0,69.0,18.0,815341000.0,203800.0,3300000.0,2400000.0,39100000.0,600000.0,2016.0,Jul,30.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +233,Coldplay,25300000,17331663193.0,Music,Coldplay,398,United Kingdom,GB,Music,160.0,8.0,70.0,198875000.0,49700.0,795500.0,596600.0,9500000.0,100000.0,2010.0,Jan,3.0,60.0,66834405.0,3.85,55908316.0,55.378051,-3.435973 +235,WB Kids,25200000,11081602368.0,People & Blogs,WB Kids,2025,United States,US,Film,375.0,70.0,16.0,140319000.0,35100.0,561300.0,421000.0,6700000.0,300000.0,2015.0,Mar,31.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +238,The Lallantop,25200000,10409352249.0,News & Politics,The Lallantop,51129,India,IN,News,408.0,52.0,6.0,273920000.0,68500.0,1100000.0,821800.0,13100000.0,300000.0,2015.0,Mar,23.0,28.1,1366417754.0,5.36,471031528.0,20.593684,78.96288 +239,RihannaVEVO,25100000,19458807708.0,Music,RihannaVEVO,118,United States,US,Music,130.0,71.0,72.0,94246000.0,23600.0,377000.0,282700.0,4500000.0,,2009.0,May,12.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +240,WatchMojo.com,25100000,16357064198.0,Music,WatchMojo.com,24837,Canada,CA,Entertainment,180.0,6.0,64.0,49009000.0,12300.0,196000.0,147000.0,2400000.0,,2007.0,Jan,25.0,68.9,36991981.0,5.56,30628482.0,56.130366,-106.346771 +241,TRANS7 OFFICIAL,25000000,14169516119.0,Entertainment,TRANS7 OFFICIAL,89179,Indonesia,ID,Entertainment,251.0,7.0,64.0,123189000.0,30800.0,492800.0,369600.0,5900000.0,100000.0,2014.0,Sep,4.0,36.3,270203917.0,4.69,151509724.0,-0.789275,113.921327 +242,Anuel AA,25000000,14827085149.0,Music,Anuel AA,147,Colombia,CO,Music,225.0,6.0,73.0,284144000.0,71000.0,1100000.0,852400.0,13600000.0,300000.0,2016.0,Sep,8.0,55.3,50339443.0,9.71,40827302.0,4.570868,-74.297333 +243,Dan Rhodes,24800000,17387583720.0,Entertainment,Dan Rhodes,1644,United Kingdom,GB,Entertainment,157.0,9.0,66.0,331889000.0,83000.0,1300000.0,995700.0,15900000.0,500000.0,2015.0,Oct,30.0,60.0,66834405.0,3.85,55908316.0,55.378051,-3.435973 +244,Yuya,24800000,2588501115.0,Howto & Style,Yuya,672,Mexico,MX,Howto,3505.0,9.0,6.0,336291.0,84.0,1300.0,1000.0,16100.0,,2009.0,Sep,20.0,40.2,126014024.0,3.42,102626859.0,23.634501,-102.552784 +245,America's Got Talent,24800000,3699352704.0,Entertainment,America's Got Talent,1894,United States,US,Entertainment,2122.0,72.0,65.0,134412000.0,33600.0,537600.0,403200.0,6500000.0,400000.0,2006.0,Jun,29.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +247,EminemVEVO,24700000,20531704527.0,Music,EminemVEVO,104,United States,US,Music,115.0,73.0,74.0,139443000.0,34900.0,557800.0,418300.0,6700000.0,100000.0,2009.0,May,12.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +248,Chloe Ting,24700000,2994726412.0,Howto & Style,Chloe Ting,412,Australia,AU,Howto,2897.0,2.0,7.0,23263000.0,5800.0,93100.0,69800.0,1100000.0,,2011.0,Aug,17.0,113.1,25766605.0,5.27,21844756.0,-25.274398,133.775136 +249,KatyPerryVEVO,24600000,23755792542.0,Music,KatyPerryVEVO,175,United States,US,Music,82.0,74.0,75.0,88940000.0,22200.0,355800.0,266800.0,4300000.0,100000.0,2009.0,Dec,13.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +250,Mark Rober,24600000,3647987299.0,Science & Technology,Mark Rober,120,United States,US,Tech,2178.0,74.0,3.0,88625000.0,22200.0,354500.0,265900.0,4300000.0,200000.0,2011.0,Oct,20.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +251,1theK (����ï,24500000,23962070944.0,Music,1theK (����ï,18950,South Korea,KR,Entertainment,79.0,6.0,67.0,105567000.0,26400.0,422300.0,316700.0,5100000.0,,2011.0,Jan,31.0,94.3,51709098.0,4.15,42106719.0,35.907757,127.766922 +252,Like Nastya AE,24400000,12385924995.0,Entertainment,Like Nastya AE,658,United States,US,Entertainment,312.0,75.0,68.0,169865000.0,42500.0,679500.0,509600.0,8200000.0,400000.0,2018.0,Dec,19.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +254,Pen Movies,24300000,6608773195.0,Film & Animation,Pen Movies,1667,India,IN,Film,903.0,53.0,17.0,94853000.0,23700.0,379400.0,284600.0,4600000.0,300000.0,2014.0,Mar,25.0,28.1,1366417754.0,5.36,471031528.0,20.593684,78.96288 +255,MrBeast en Espa�ï,24200000,2700914170.0,Entertainment,MrBeast en Espa�ï,67,Mexico,MX,Entertainment,3309.0,10.0,70.0,33590000.0,8400.0,134400.0,100800.0,1600000.0,100000.0,2021.0,Jul,9.0,40.2,126014024.0,3.42,102626859.0,23.634501,-102.552784 +258,Alejo Igoa,24100000,10999000479.0,Comedy,Alejo Igoa,802,Argentina,AR,Entertainment,376.0,4.0,71.0,401512000.0,100400.0,1600000.0,1200000.0,19300000.0,600000.0,2014.0,Jan,17.0,90.0,44938712.0,9.79,41339571.0,-38.416097,-63.616672 +260,netd m�ï¿,24100000,56106087508.0,Music,netd m�ï¿,23491,Turkey,TR,Music,14.0,2.0,76.0,424815000.0,106200.0,1700000.0,1300000.0,20400000.0,200000.0,2014.0,Jan,23.0,23.9,83429615.0,13.49,63097818.0,38.963745,35.243322 +261,DJ Snake,24100000,8425505919.0,Music,DJ Snake,252,United States,US,Music,602.0,77.0,76.0,63293000.0,15800.0,253200.0,189900.0,3000000.0,,2008.0,Sep,24.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +263,KSI,24100000,6002166932.0,Entertainment,KSI,1252,United Kingdom,GB,Music,1053.0,10.0,76.0,5439000.0,1400.0,21800.0,16300.0,261100.0,,2009.0,Jul,25.0,60.0,66834405.0,3.85,55908316.0,55.378051,-3.435973 +264,Spider Slack,24000000,13943030228.0,Comedy,Spider Slack,901,Brazil,BR,Comedy,252.0,13.0,14.0,761451000.0,190400.0,3000000.0,2300000.0,36500000.0,1100000.0,2020.0,May,18.0,51.3,212559417.0,12.08,183241641.0,-14.235004,-51.92528 +266,Preston,24000000,8279004442.0,Gaming,Preston,4009,United States,US,Entertainment,621.0,78.0,72.0,151697000.0,37900.0,606800.0,455100.0,7300000.0,200000.0,2012.0,Jul,4.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +267,James Charles,23900000,4067878931.0,Entertainment,James Charles,505,United States,US,Entertainment,1860.0,79.0,73.0,58126000.0,14500.0,232500.0,174400.0,2800000.0,100000.0,2015.0,Dec,1.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +268,Collins Key,23900000,6582932625.0,Entertainment,Collins Key,257,United States,US,Entertainment,911.0,79.0,73.0,10853000.0,2700.0,43400.0,32600.0,520900.0,,2011.0,Aug,9.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +269,Diana and Roma EN,23900000,7213499085.0,People & Blogs,Diana and Roma EN,511,United States,US,Entertainment,787.0,79.0,73.0,177769000.0,44400.0,711100.0,533300.0,8500000.0,300000.0,2011.0,Dec,22.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +271,Troom Troom,23800000,10414479943.0,Howto & Style,Troom Troom,2425,United States,US,Howto,412.0,80.0,8.0,98052000.0,24500.0,392200.0,294200.0,4700000.0,100000.0,2015.0,Sep,12.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +272,Enrique Iglesias,23800000,17688774915.0,Music,Enrique Iglesias,443,United States,US,Music,154.0,80.0,77.0,122914000.0,30700.0,491700.0,368700.0,5900000.0,100000.0,2007.0,Apr,12.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +273,Ninja,23700000,2543809954.0,Gaming,Ninja,1732,United States,US,Games,3590.0,81.0,19.0,8368000.0,2100.0,33500.0,25100.0,401700.0,,2011.0,Nov,11.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +274,FaZe Rug,23700000,7451792132.0,Gaming,FaZeRug,0,Canada,CA,Games,4057944.0,3885.0,7268.0,,0.0,0.0,0.0,0.0,1.0,2012.0,Nov,30.0,68.9,36991981.0,5.56,30628482.0,56.130366,-106.346771 +275,Mister Max,23700000,15510153803.0,People & Blogs,Mister Max,1099,United Kingdom,GB,Entertainment,208.0,11.0,74.0,32817000.0,8200.0,131300.0,98400.0,1600000.0,,2014.0,Sep,22.0,60.0,66834405.0,3.85,55908316.0,55.378051,-3.435973 +276,That Little Puff,23700000,20289689389.0,Pets & Animals,That Little Puff,769,United States,US,Animals,118.0,81.0,1.0,755054000.0,188800.0,3000000.0,2300000.0,36200000.0,1100000.0,2020.0,Aug,29.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +278,Juan De Dios Pantoja,23600000,2135644776.0,Entertainment,Juan De Dios Pantoja,226,Mexico,MX,People,4529.0,11.0,10.0,46862000.0,11700.0,187400.0,140600.0,2200000.0,200000.0,2014.0,Jun,9.0,40.2,126014024.0,3.42,102626859.0,23.634501,-102.552784 +279,Logan Paul,23600000,5994002464.0,Entertainment,Logan Paul,719,United States,US,Entertainment,1057.0,82.0,75.0,10803000.0,2700.0,43200.0,32400.0,518600.0,,2015.0,Aug,29.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +280,Maya and Mary,23600000,6766461070.0,Entertainment,Maya and Mary,552,United States,US,Entertainment,883.0,82.0,75.0,44542000.0,11100.0,178200.0,133600.0,2100000.0,400000.0,2013.0,Aug,30.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +281,Peppa Pig Espa���������,23600000,7920637200.0,Film & Animation,Peppa Pig Espa���������,1251,United Kingdom,GB,Film,668.0,12.0,19.0,53589000.0,13400.0,214400.0,160800.0,2600000.0,100000.0,2014.0,Jul,28.0,60.0,66834405.0,3.85,55908316.0,55.378051,-3.435973 +282,Jelly,23500000,14777034543.0,Gaming,Jelly,6066,United Kingdom,GB,Games,229.0,13.0,20.0,41669000.0,10400.0,166700.0,125000.0,2000000.0,,2014.0,May,27.0,60.0,66834405.0,3.85,55908316.0,55.378051,-3.435973 +283,Miss Katy,23500000,14696994366.0,People & Blogs,Miss Katy,1044,United Kingdom,GB,Entertainment,235.0,13.0,76.0,59629000.0,14900.0,238500.0,178900.0,2900000.0,,2014.0,Nov,17.0,60.0,66834405.0,3.85,55908316.0,55.378051,-3.435973 +284,Tilak,23400000,9465863821.0,Film & Animation,Tilak,6672,India,IN,Film,493.0,56.0,20.0,367347000.0,91800.0,1500000.0,1100000.0,17600000.0,900000.0,2020.0,Oct,10.0,28.1,1366417754.0,5.36,471031528.0,20.593684,78.96288 +285,Valentina Pontes ofc,23400000,7926899136.0,Film & Animation,Valentina Pontes ofc,1291,Brazil,BR,Entertainment,667.0,14.0,77.0,28285000.0,7100.0,113100.0,84900.0,1400000.0,,2014.0,Apr,14.0,51.3,212559417.0,12.08,183241641.0,-14.235004,-51.92528 +286,Sesame Street,23300000,22471357411.0,Entertainment,Sesame Street,3657,United States,US,Entertainment,99.0,83.0,78.0,124187000.0,31000.0,496700.0,372600.0,6000000.0,100000.0,2006.0,Jan,16.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +287,Happy Lives,23200000,2634.0,Science & Technology,Happy Lives,1,United States,US,Entertainment,4053372.0,84.0,79.0,6589000000.0,0.0,0.0,0.0,0.0,100000.0,2016.0,Mar,15.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +288,Lady Gaga,23200000,15751661213.0,People & Blogs,Lady Gaga,172,United States,US,Music,198.0,83.0,79.0,143169000.0,35800.0,572700.0,429500.0,6900000.0,100000.0,2008.0,May,15.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +290,Wave Music Bhojpuri,23100000,12889240875.0,Music,Wave Music Bhojpuri,22578,India,IN,Music,293.0,59.0,81.0,52678000.0,13200.0,210700.0,158000.0,2500000.0,100000.0,2014.0,Aug,10.0,28.1,1366417754.0,5.36,471031528.0,20.593684,78.96288 +291,GMM GRAMMY OFFICIAL,23100000,25579831081.0,Music,GMM GRAMMY OFFICIAL,15462,Thailand,TH,Music,68.0,4.0,81.0,130233000.0,32600.0,520900.0,390700.0,6300000.0,,2010.0,Nov,8.0,49.3,69625582.0,0.75,35294600.0,15.870032,100.992541 +292,TED,23100000,2551113422.0,People & Blogs,TED,4445,United States,US,Tech,3568.0,85.0,4.0,13246000.0,3300.0,53000.0,39700.0,635800.0,100000.0,2006.0,Dec,6.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +293,unknown boy varun,23100000,9299371231.0,Music,unknown boy varun,456,India,IN,Music,506.0,58.0,80.0,304021000.0,76000.0,1200000.0,912100.0,14600000.0,700000.0,2016.0,Sep,27.0,28.1,1366417754.0,5.36,471031528.0,20.593684,78.96288 +294,Kids TV - Nursery Rhymes And Baby Songs,23100000,13151870846.0,Shows,Kids TV - Nursery Rhymes And Baby Songs,3781,United States,US,Music,282.0,85.0,81.0,128448000.0,32100.0,513800.0,385300.0,6200000.0,700000.0,2013.0,Aug,30.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +295,Tsuriki Show,23000000,31494513067.0,Entertainment,Tsuriki Show,2905,Germany,DE,Comedy,34.0,1.0,15.0,756717000.0,189200.0,3000000.0,2300000.0,36300000.0,800000.0,2019.0,Jul,10.0,70.2,83132799.0,3.04,64324835.0,51.165691,10.451526 +296,Technical Guruji,23000000,3378047383.0,Science & Technology,Technical Guruji,5041,India,IN,Tech,2420.0,60.0,5.0,22262000.0,5600.0,89000.0,66800.0,1100000.0,,2015.0,Oct,19.0,28.1,1366417754.0,5.36,471031528.0,20.593684,78.96288 +297,DrossRotzank,23000000,6041264489.0,Entertainment,DrossRotzank,1598,Argentina,AR,Entertainment,1040.0,5.0,80.0,35539000.0,8900.0,142200.0,106600.0,1700000.0,100000.0,2006.0,Mar,9.0,90.0,44938712.0,9.79,41339571.0,-38.416097,-63.616672 +298,White Hill Music,23000000,10939966484.0,Entertainment,White Hill Music,5718,India,IN,Music,382.0,60.0,82.0,93183000.0,23300.0,372700.0,279500.0,4500000.0,100000.0,2014.0,Mar,23.0,28.1,1366417754.0,5.36,471031528.0,20.593684,78.96288 +299,Ultra Movie Parlour,22900000,5320485069.0,Movies,Ultra Movie Parlour,1670,India,IN,Film,1248.0,61.0,22.0,118846000.0,0.0,0.0,0.0,0.0,300000.0,2011.0,May,17.0,28.1,1366417754.0,5.36,471031528.0,20.593684,78.96288 +300,Alan Becker,22900000,5380073627.0,Film & Animation,Alan Becker,0,United States,US,Games,4057944.0,7700.0,7453.0,,0.0,0.0,0.0,0.0,1.0,2006.0,Mar,21.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +301,toyorbabytv,22900000,16298342829.0,Music,toyorbabytv,1159,Jordan,JO,Music,181.0,2.0,83.0,169056000.0,42300.0,676200.0,507200.0,8100000.0,300000.0,2012.0,Nov,1.0,34.4,10101694.0,14.72,9213048.0,30.585164,36.238414 +302,BabyBus - Canciones Infantiles & Videos para Ni�ï,22900000,13206471140.0,Education,BabyBus - Canciones Infantiles & Videos para�,1251,Mexico,MX,Education,278.0,12.0,17.0,136821000.0,34200.0,547300.0,410500.0,6600000.0,200000.0,2018.0,Mar,19.0,40.2,126014024.0,3.42,102626859.0,23.634501,-102.552784 +304,Vania Mania Kids,22700000,10115316784.0,People & Blogs,Vania Mania Kids,985,United States,US,Education,438.0,87.0,18.0,155215000.0,38800.0,620900.0,465600.0,7500000.0,300000.0,2015.0,Sep,9.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +306,Sun TV,22600000,20847038152.0,People & Blogs,Sun TV,60964,India,IN,Entertainment,109.0,63.0,82.0,982238000.0,245600.0,3900000.0,2900000.0,47100000.0,600000.0,2016.0,Feb,26.0,28.1,1366417754.0,5.36,471031528.0,20.593684,78.96288 +307,Heroindori,22600000,9223534599.0,Comedy,Heroindori,495,India,IN,Entertainment,508.0,62.0,81.0,399152000.0,99800.0,1600000.0,1200000.0,19200000.0,1400000.0,2020.0,Jun,29.0,28.1,1366417754.0,5.36,471031528.0,20.593684,78.96288 +308,The Chainsmokers,22600000,14231943358.0,Music,The Chainsmokers,180,United States,US,Music,246.0,88.0,84.0,81660000.0,20400.0,326600.0,245000.0,3900000.0,100000.0,2012.0,Sep,22.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +309,mmoshaya,22600000,17507060680.0,People & Blogs,mmoshaya,1189,Saudi Arabia,SA,Entertainment,156.0,1.0,83.0,73829000.0,18500.0,295300.0,221500.0,3500000.0,100000.0,2010.0,Dec,11.0,68.0,34268528.0,5.93,28807838.0,23.885942,45.079162 +310,Sia,22600000,13405849040.0,Music,Sia,171,United States,US,Music,273.0,88.0,84.0,95253000.0,23800.0,381000.0,285800.0,4600000.0,,2007.0,Nov,19.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +311,LeoNata Family,22600000,27084848152.0,People & Blogs,LeoNata Family,2321,United States,US,People,57.0,87.0,11.0,1174000000.0,293500.0,4700000.0,3500000.0,56300000.0,1300000.0,2021.0,Sep,28.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +312,Goldmines Cineplex,22500000,2431154438.0,Film & Animation,Goldmines Cineplex,3377,India,IN,Film,3793.0,64.0,23.0,48740000.0,12200.0,195000.0,146200.0,2300000.0,200000.0,2015.0,Sep,12.0,28.1,1366417754.0,5.36,471031528.0,20.593684,78.96288 +314,SSundee,22500000,13835173331.0,Gaming,SSundee,3315,United States,US,Games,261.0,90.0,21.0,175094000.0,43800.0,700400.0,525300.0,8400000.0,200000.0,2009.0,Nov,28.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +315,Paulo Londra,22400000,8040036209.0,Music,Paulo Londra,58,Argentina,AR,Music,648.0,6.0,85.0,72242000.0,18100.0,289000.0,216700.0,3500000.0,,2016.0,Aug,8.0,90.0,44938712.0,9.79,41339571.0,-38.416097,-63.616672 +316,Smile Family,22300000,8663830163.0,People & Blogs,SMILE Family,34,France,FR,Music,3805801.0,3046.0,4509.0,735.0,0.18,3.0,2.0,35.0,10.0,2019.0,Nov,3.0,65.6,67059887.0,8.43,54123364.0,46.227638,2.213749 +317,FGTeeV,22300000,24059336857.0,Gaming,FGTeeV,1724,United States,US,Games,77.0,91.0,22.0,132110000.0,33000.0,528400.0,396300.0,6300000.0,100000.0,2013.0,May,24.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +318,Kinder Spielzeug Kanal (Kidibli),22200000,11136266461.0,Entertainment,Kinder Spielzeug Kanal (Kidibli),999,United States,US,Entertainment,370.0,92.0,86.0,139333000.0,34800.0,557300.0,418000.0,6700000.0,200000.0,2015.0,Sep,25.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +319,Charlie Puth,22000000,9924807127.0,Music,Charlie Puth,157,United States,US,Music,449.0,94.0,86.0,111500000.0,27900.0,446000.0,334500.0,5400000.0,100000.0,2009.0,Sep,9.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +321,Sagawa /���,22000000,18347969186.0,Entertainment,Sagawa /���,6274,Japan,JP,Entertainment,144.0,3.0,88.0,711254000.0,177800.0,2800000.0,2100000.0,34100000.0,800000.0,2021.0,Feb,13.0,63.2,126226568.0,2.29,115782416.0,36.204824,138.252924 +322,Ben Azelart,21900000,4454917643.0,Film & Animation,Ben Azelart,301,United States,US,Entertainment,1620.0,94.0,88.0,184946000.0,46200.0,739800.0,554800.0,8900000.0,500000.0,2014.0,Jun,5.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +323,Zach Choi ASMR,21900000,5918314128.0,People & Blogs,Zach Choi ASMR,946,United States,US,People,1069.0,94.0,12.0,234222000.0,58600.0,936900.0,702700.0,11200000.0,400000.0,2014.0,Jul,5.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +324,Topper Guild,21900000,15552070846.0,Comedy,Topper Guild,816,United States,US,Comedy,204.0,91.0,16.0,687028000.0,171800.0,2700000.0,2100000.0,33000000.0,1900000.0,2014.0,Jul,9.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +325,Disney Latinoam��,21900000,20657571751.0,Entertainment,disneylatinoamerica,116,Mexico,MX,Music,1277277.0,2973.0,4085.0,4719.0,1.0,19.0,14.0,227.0,,2008.0,Apr,7.0,40.2,126014024.0,3.42,102626859.0,23.634501,-102.552784 +326,Stokes Twins,21800000,4469711607.0,People & Blogs,Stokes Twins,257,United States,US,People,1610.0,95.0,13.0,197953000.0,49500.0,791800.0,593900.0,9500000.0,600000.0,2008.0,Apr,11.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +327,National Geographic,21800000,5614621131.0,Science & Technology,National Geographic,10162,United States,US,Entertainment,1158.0,95.0,89.0,45812000.0,11500.0,183200.0,137400.0,2200000.0,100000.0,2006.0,May,7.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +328,Dua Lipa,21800000,11288359365.0,Music,Dua Lipa,164,United Kingdom,GB,Music,368.0,14.0,87.0,128047000.0,32000.0,512200.0,384100.0,6100000.0,100000.0,2011.0,Feb,5.0,60.0,66834405.0,3.85,55908316.0,55.378051,-3.435973 +329,OneDirectionVEVO,21800000,12140232004.0,Music,OneDirectionVEVO,266,United Kingdom,GB,Music,322.0,14.0,87.0,51134000.0,12800.0,204500.0,153400.0,2500000.0,,2010.0,Dec,4.0,60.0,66834405.0,3.85,55908316.0,55.378051,-3.435973 +334,DUDU e CAROL,21600000,9597894786.0,Autos & Vehicles,DUDU e CAROL,2942,Brazil,BR,Entertainment,481.0,15.0,90.0,193174000.0,48300.0,772700.0,579500.0,9300000.0,300000.0,2013.0,Mar,2.0,51.3,212559417.0,12.08,183241641.0,-14.235004,-51.92528 +335,Village Cooking Channel,21600000,5863377051.0,Howto & Style,Village Cooking Channel,219,India,IN,Howto,1082.0,66.0,9.0,194604000.0,48700.0,778400.0,583800.0,9300000.0,400000.0,2018.0,Apr,25.0,28.1,1366417754.0,5.36,471031528.0,20.593684,78.96288 +336,Eva Bravo Play,21600000,9346383505.0,Entertainment,Eva Bravo Play,228,United States,US,Entertainment,507.0,96.0,90.0,63919000.0,16000.0,255700.0,191800.0,3100000.0,,2019.0,May,7.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +337,Tekashi 6ix9ine,21500000,5890180734.0,People & Blogs,Tekashi 6ix9ine,51,United States,US,Music,1081.0,96.0,88.0,113542000.0,28400.0,454200.0,340600.0,5400000.0,200000.0,2018.0,Apr,6.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +338,Tlnovelas,21500000,15013096899.0,News & Politics,tlnovelas,158,Mexico,MX,Entertainment,1936958.0,2063.0,2940.0,15459.0,4.0,62.0,46.0,742.0,,2014.0,Jan,2.0,40.2,126014024.0,3.42,102626859.0,23.634501,-102.552784 +340,invictor,21500000,8409641722.0,Gaming,INVICTOR,17,Chile,CL,People,4038708.0,2889.0,7518.0,49.0,0.01,0.2,0.15,2.0,4.0,2016.0,Jul,26.0,88.5,18952038.0,7.09,16610135.0,-35.675147,-71.542969 +341,YOLO,21400000,1573058816.0,Comedy,YOLO,0,Germany,DE,,4057944.0,3810.0,,,0.0,0.0,0.0,0.0,5.0,2013.0,Jun,11.0,70.2,83132799.0,3.04,64324835.0,51.165691,10.451526 +342,Sidhu Moose Wala,21400000,6264261757.0,Music,Sidhu Moose Wala,114,India,IN,Music,987.0,67.0,89.0,160690000.0,40200.0,642800.0,482100.0,7700000.0,500000.0,2017.0,Oct,30.0,28.1,1366417754.0,5.36,471031528.0,20.593684,78.96288 +343,The Royalty Family,21300000,6269945014.0,People & Blogs,The Royalty Family,733,United States,US,People,982.0,98.0,15.0,160227000.0,40100.0,640900.0,480700.0,7700000.0,200000.0,2017.0,Apr,13.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +344,Becky G,21300000,10644857969.0,Music,Becky G,78,United States,US,Music,396.0,98.0,90.0,103171000.0,25800.0,412700.0,309500.0,5000000.0,100000.0,2011.0,Sep,6.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +345,Ishaan Ali 11,21300000,12761253839.0,People & Blogs,Ishaan Ali 11,951,India,IN,People,301.0,68.0,16.0,729409000.0,182400.0,2900000.0,2200000.0,35000000.0,1600000.0,2016.0,Jul,27.0,28.1,1366417754.0,5.36,471031528.0,20.593684,78.96288 +346,Infinite,21300000,5141834668.0,Entertainment,Infinite,1608,United States,US,Entertainment,1296.0,98.0,93.0,68350000.0,17100.0,273400.0,205100.0,3300000.0,200000.0,2014.0,Aug,21.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +347,Azhan5star,21300000,10047736580.0,Entertainment,Azhan5star,669,India,IN,Entertainment,436.0,67.0,92.0,236293000.0,59100.0,945200.0,708900.0,11300000.0,600000.0,2021.0,Feb,2.0,28.1,1366417754.0,5.36,471031528.0,20.593684,78.96288 +348,Dangal TV Channel,21300000,12895427184.0,Entertainment,Dangal TV Channel,20225,India,IN,Entertainment,291.0,67.0,92.0,561020000.0,140300.0,2200000.0,1700000.0,26900000.0,700000.0,2017.0,Aug,2.0,28.1,1366417754.0,5.36,471031528.0,20.593684,78.96288 +350,GMA Public Affairs,21200000,11364908616.0,Entertainment,GMA Public Affairs,31989,Philippines,PH,News,359.0,4.0,7.0,142317000.0,35600.0,569300.0,427000.0,6800000.0,200000.0,2009.0,Aug,8.0,35.5,108116615.0,2.15,50975903.0,12.879721,121.774017 +351,Tasty,21100000,5783557209.0,Howto & Style,Tasty,4728,United States,US,Howto,1113.0,99.0,10.0,24691000.0,6200.0,98800.0,74100.0,1200000.0,,2016.0,Jan,22.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +352,Baim Paula,21100000,4526271677.0,People & Blogs,Baim Paula,2325,Indonesia,ID,Entertainment,1583.0,8.0,94.0,26974000.0,6700.0,107900.0,80900.0,1300000.0,100000.0,2016.0,Jun,4.0,36.3,270203917.0,4.69,151509724.0,-0.789275,113.921327 +353,nigahiga,21000000,4380564906.0,Entertainment,nigahiga,403,United States,US,Entertainment,1671.0,100.0,95.0,2476000.0,619.0,9900.0,7400.0,118900.0,,2006.0,Jul,21.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +354,Rafa & Luiz,21000000,7762905663.0,Entertainment,Rafa & Luiz,2883,Brazil,BR,Entertainment,695.0,16.0,94.0,118410000.0,29600.0,473600.0,355200.0,5700000.0,400000.0,2015.0,Aug,26.0,51.3,212559417.0,12.08,183241641.0,-14.235004,-51.92528 +355,Lyrical Lemonade,21000000,10631638628.0,Entertainment,Lyrical Lemonade,420,United States,US,Entertainment,398.0,100.0,95.0,80062000.0,20000.0,320200.0,240200.0,3800000.0,100000.0,2013.0,Mar,25.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +357,Dr. Vivek Bindra: Motivational Speaker,20900000,1693149479.0,Education,Dr. Vivek Bindra: Motivational Speaker,896,India,IN,Education,6082.0,69.0,20.0,28588000.0,7100.0,114400.0,85800.0,1400000.0,100000.0,2013.0,Dec,6.0,28.1,1366417754.0,5.36,471031528.0,20.593684,78.96288 +358,Fatos Desconhecidos,20900000,3828000587.0,Entertainment,Fatos Desconhecidos,6262,Brazil,BR,Entertainment,2033.0,17.0,96.0,52330000.0,13100.0,209300.0,157000.0,2500000.0,100000.0,2013.0,Sep,26.0,51.3,212559417.0,12.08,183241641.0,-14.235004,-51.92528 +359,Brave Wilderness,20900000,4927879069.0,Pets & Animals,Brave Wilderness,982,United States,US,Animals,1396.0,100.0,2.0,2989000.0,0.0,0.0,0.0,0.0,100000.0,2014.0,Sep,8.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +360,LIV Crime,20900000,11058049885.0,People & Blogs,LIV Crime,9850,United States,US,People,372.0,100.0,17.0,383700000.0,95900.0,1500000.0,1200000.0,18400000.0,600000.0,2020.0,Aug,18.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +362,Romeo Santos,20900000,17324976752.0,Music,RomeoSantos,6,United States,US,Music,2595710.0,5417.0,4067.0,99.0,0.02,0.4,0.3,5.0,,2006.0,Jul,31.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +363,Canal Canalha,20800000,1870608170.0,Comedy,Canal Canalha,288,Brazil,BR,Comedy,5407.0,18.0,18.0,23897000.0,6000.0,95600.0,71700.0,1100000.0,,2011.0,Apr,8.0,51.3,212559417.0,12.08,183241641.0,-14.235004,-51.92528 +364,Kurzgesagt �����ï¿,20800000,2378448129.0,Education,Kurzgesagt �����ï¿,193,Germany,DE,Education,3914.0,2.0,21.0,29269000.0,7300.0,117100.0,87800.0,1400000.0,100000.0,2013.0,Jul,9.0,70.2,83132799.0,3.04,64324835.0,51.165691,10.451526 +365,Yoeslan,20700000,17963202261.0,Entertainment,Yoeslan,619,United States,US,Entertainment,146.0,101.0,96.0,874796000.0,218700.0,3500000.0,2600000.0,42000000.0,1000000.0,2020.0,Sep,26.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +366,5-Minute Crafts DIY,20700000,5091618606.0,Howto & Style,5-Minute Crafts DIY,5062,United States,US,Howto,1334.0,103.0,11.0,20012000.0,5000.0,80000.0,60000.0,960600.0,,2018.0,Jan,18.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +368,tuzelity SHUFFLE,20700000,8658941531.0,People & Blogs,tuzelity SHUFFLE,889,Russia,RU,People,570.0,3.0,18.0,552266000.0,138100.0,2200000.0,1700000.0,26500000.0,1600000.0,2015.0,Oct,26.0,81.9,144373535.0,4.59,107683889.0,61.52401,105.318756 +369,NBA,20700000,12624879732.0,Sports,NBA,47926,United States,US,Sports,304.0,103.0,4.0,73025000.0,18300.0,292100.0,219100.0,3500000.0,,2005.0,Nov,21.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +370,Deddy Corbuzier,20600000,4956090094.0,Entertainment,deddycorbuzier,15,Indonesia,ID,Entertainment,3539124.0,4044.0,6217.0,85.0,0.02,0.34,0.26,4.0,1.0,2007.0,Jul,23.0,36.3,270203917.0,4.69,151509724.0,-0.789275,113.921327 +371,Bizarrap,20600000,7657171980.0,Comedy,Bizarrap,83,Argentina,AR,Entertainment,711.0,8.0,98.0,193176000.0,48300.0,772700.0,579500.0,9300000.0,200000.0,2017.0,Jan,15.0,90.0,44938712.0,9.79,41339571.0,-38.416097,-63.616672 +372,Avicii,20600000,10292874715.0,Music,Avicii,156,Sweden,SE,Music,421.0,1.0,92.0,81236000.0,20300.0,324900.0,243700.0,3900000.0,,2009.0,Oct,28.0,67.0,10285453.0,6.48,9021165.0,60.128161,18.643501 +373,Mnet K-POP,20500000,15038593883.0,Entertainment,Mnet K-POP,33229,South Korea,KR,Entertainment,220.0,7.0,99.0,158540000.0,39600.0,634200.0,475600.0,7600000.0,100000.0,2006.0,Mar,9.0,94.3,51709098.0,4.15,42106719.0,35.907757,127.766922 +374,LazarBeam,20500000,8768697257.0,Gaming,LazarBeam,1323,Australia,AU,Games,565.0,3.0,25.0,26082000.0,6500.0,104300.0,78200.0,1300000.0,,2015.0,Jan,4.0,113.1,25766605.0,5.27,21844756.0,-25.274398,133.775136 +375,Ninja Kidz TV,20500000,11009148579.0,Entertainment,Ninja Kidz TV,296,United States,US,Entertainment,377.0,104.0,99.0,195203000.0,48800.0,780800.0,585600.0,9400000.0,100000.0,2017.0,Feb,9.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +376,Totoy kids - Portugu�,20400000,1796227417.0,Film & Animation,Totoy kids - Portugu�,206,Brazil,BR,Film,5673.0,19.0,24.0,39495000.0,9900.0,158000.0,118500.0,1900000.0,100000.0,2014.0,Dec,2.0,51.3,212559417.0,12.08,183241641.0,-14.235004,-51.92528 +377,Jake Paul,20400000,7311322368.0,People & Blogs,Jake Paul,1006,United States,US,People,778.0,105.0,19.0,14646000.0,3700.0,58600.0,43900.0,703000.0,100000.0,2013.0,Sep,19.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +378,Linkin Park,20400000,13397000296.0,Music,linkinpark,0,Afghanistan,AF,Games,4057944.0,1385.0,7136.0,,0.0,0.0,0.0,0.0,12.0,2006.0,Nov,28.0,9.7,38041754.0,11.12,9797273.0,33.93911,67.709953 +379,Vijay Television,20400000,29406206620.0,Entertainment,Vijay Television,51515,India,IN,Entertainment,43.0,70.0,100.0,907534000.0,226900.0,3600000.0,2700000.0,43600000.0,400000.0,2007.0,Feb,1.0,28.1,1366417754.0,5.36,471031528.0,20.593684,78.96288 +380,SlivkiShow,20400000,4707412332.0,Entertainment,SlivkiShow,462,Ukraine,UA,Entertainment,1489.0,1.0,100.0,28990000.0,7200.0,116000.0,87000.0,1400000.0,,2012.0,Dec,11.0,82.7,44385155.0,8.88,30835699.0,48.379433,31.16558 +381,Emiway Bantai,20400000,3579555124.0,Music,Emiway Bantai,239,India,IN,Music,2236.0,70.0,94.0,41289000.0,10300.0,165200.0,123900.0,2000000.0,100000.0,2013.0,May,3.0,28.1,1366417754.0,5.36,471031528.0,20.593684,78.96288 +382,Got Talent Global,20300000,2441288701.0,Entertainment,Got Talent Global,1245,United Kingdom,GB,Entertainment,3750.0,15.0,101.0,86457000.0,21600.0,345800.0,259400.0,4100000.0,100000.0,2013.0,Jan,31.0,60.0,66834405.0,3.85,55908316.0,55.378051,-3.435973 +384,BabyBus - Cerita & Lagu Anak-anak,20300000,11819051552.0,Education,BabyBus - Cerita & Lagu Anak-anak,875,Indonesia,ID,Education,332.0,10.0,22.0,112768000.0,28200.0,451100.0,338300.0,5400000.0,100000.0,2019.0,Jan,14.0,36.3,270203917.0,4.69,151509724.0,-0.789275,113.921327 +385,Ami Rodriguez,20200000,2951914200.0,Entertainment,Ami Rodriguez,460,Colombia,CO,Entertainment,2959.0,7.0,103.0,263864000.0,66000.0,1100000.0,791600.0,12700000.0,1600000.0,2009.0,Jul,20.0,55.3,50339443.0,9.71,40827302.0,4.570868,-74.297333 +386,Noor Stars,20200000,2764127969.0,Comedy,Noor Stars,693,United Arab Emirates,AE,Entertainment,3238.0,5.0,102.0,15556000.0,3900.0,62200.0,46700.0,746700.0,100000.0,2014.0,Apr,24.0,36.8,9770529.0,2.35,8479744.0,23.424076,53.847818 +388,Kiddiestv Hindi - Nursery Rhymes & Kids Songs,20200000,7274150246.0,Education,Kiddiestv Hindi - Nursery Rhymes & Kids Songs,226,India,IN,Education,780.0,71.0,23.0,113420000.0,28400.0,453700.0,340300.0,5400000.0,300000.0,2017.0,May,25.0,28.1,1366417754.0,5.36,471031528.0,20.593684,78.96288 +389,dednahype,20200000,20919403720.0,Comedy,dednahype,1935,Latvia,LV,Comedy,108.0,1.0,19.0,1245000000.0,311200.0,5000000.0,3700000.0,59800000.0,1200000.0,2020.0,Mar,20.0,88.1,1912789.0,6.52,1304943.0,56.879635,24.603189 +390,Marta and Rustam,20200000,19694265358.0,Comedy,Marta and Rustam,761,United States,US,Comedy,126.0,106.0,20.0,452250000.0,113100.0,1800000.0,1400000.0,21700000.0,600000.0,2021.0,Jun,21.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +391,MiawAug,20200000,6098644584.0,Gaming,MiawAug,3713,Indonesia,ID,Games,1023.0,11.0,27.0,64489000.0,16100.0,258000.0,193500.0,3100000.0,200000.0,2014.0,Mar,15.0,36.3,270203917.0,4.69,151509724.0,-0.789275,113.921327 +392,CookieSwirlC,20100000,23353115850.0,Entertainment,CookieSwirlC,3774,United States,US,Games,86.0,108.0,28.0,221702000.0,55400.0,886800.0,665100.0,10600000.0,200000.0,2013.0,Nov,3.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +393,Skrillex,20100000,6618524158.0,Music,Skrillex,241,United States,US,Music,905.0,108.0,95.0,25263000.0,6300.0,101100.0,75800.0,1200000.0,,2010.0,Apr,6.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +394,AuthenticGames,20100000,8920141342.0,Gaming,AuthenticGames,4974,Brazil,BR,Games,549.0,20.0,28.0,5420000.0,1400.0,21700.0,16300.0,260200.0,,2011.0,Oct,7.0,51.3,212559417.0,12.08,183241641.0,-14.235004,-51.92528 +396,Pencilmation,20100000,11317309935.0,Film & Animation,Pencilmation,1481,United States,US,Entertainment,366.0,109.0,104.0,14862000.0,3700.0,59400.0,44600.0,713400.0,100000.0,2007.0,Feb,1.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +397,7clouds,20100000,14816075927.0,Music,7clouds,2384,United States,US,Music,227.0,108.0,95.0,276751000.0,69200.0,1100000.0,830300.0,13300000.0,300000.0,2013.0,May,25.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +398,5-Minute Crafts PLAY,20100000,6119294270.0,Howto & Style,5-Minute Crafts PLAY,5491,United States,US,Howto,1014.0,108.0,12.0,105784000.0,26400.0,423100.0,317400.0,5100000.0,100000.0,2017.0,Oct,30.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +399,Marvel Entertainment,20100000,5634695322.0,Entertainment,MarvelEntertainment,1,United States,US,Film,4054962.0,6143.0,4024.0,63.0,0.02,0.25,0.19,3.0,30.0,2011.0,May,10.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +400,BuzzFeedVideo,20100000,17913237851.0,People & Blogs,BuzzFeedVideo,7737,United States,US,People,150.0,108.0,20.0,9112000.0,2300.0,36400.0,27300.0,437400.0,,2011.0,Aug,10.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +401,REACT,20000000,13154314376.0,Entertainment,REACT,4339,United States,US,Entertainment,281.0,109.0,104.0,23206000.0,5800.0,92800.0,69600.0,1100000.0,,2007.0,Jun,4.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +402,Vevo,20000000,559765455.0,Music,Vevo,1527,United States,US,Music,22747.0,109.0,96.0,1331000.0,333.0,5300.0,4000.0,63900.0,,2006.0,Apr,14.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +403,Gordon Ramsay,20000000,3875172235.0,Entertainment,Gordon Ramsay,1527,United Kingdom,GB,Entertainment,2001.0,16.0,104.0,39228000.0,9800.0,156900.0,117700.0,1900000.0,200000.0,2006.0,Apr,29.0,60.0,66834405.0,3.85,55908316.0,55.378051,-3.435973 +404,Pentatonix,20000000,6033295543.0,Music,pentatonix,1,Canada,CA,Entertainment,4051673.0,4072.0,6742.0,,0.0,0.0,0.0,0.0,,2006.0,Mar,9.0,68.9,36991981.0,5.56,30628482.0,56.130366,-106.346771 +405,Green Gold TV - Official Channel,20000000,9715291883.0,Film & Animation,Green Gold TV - Official Channel,1476,India,IN,Entertainment,473.0,72.0,104.0,70278000.0,0.0,0.0,0.0,0.0,100000.0,2011.0,Jul,1.0,28.1,1366417754.0,5.36,471031528.0,20.593684,78.96288 +406,Gusttavo Lima Oficial,19900000,13917423958.0,Music,Gusttavo Lima Oficial,416,Brazil,BR,Music,258.0,21.0,97.0,214803000.0,53700.0,859200.0,644400.0,10300000.0,100000.0,2010.0,Nov,9.0,51.3,212559417.0,12.08,183241641.0,-14.235004,-51.92528 +407,HaerteTest,19800000,3234880084.0,Science & Technology,HaerteTest,1411,Germany,DE,Tech,2583.0,3.0,6.0,5650000.0,1400.0,22600.0,17000.0,271200.0,,2011.0,Sep,6.0,70.2,83132799.0,3.04,64324835.0,51.165691,10.451526 +408,Crafty Panda,19800000,5759442450.0,People & Blogs,Crafty Panda,760,United States,US,Entertainment,1120.0,111.0,105.0,6137000.0,1500.0,24500.0,18400.0,294600.0,100000.0,2017.0,Dec,3.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +409,SOMOY TV,19800000,12293479945.0,News & Politics,TIME NEWS,9930,United States,US,News,1291541.0,2251.0,1555.0,16229.0,4.0,65.0,49.0,779.0,,2013.0,Nov,16.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +410,JennaMarbles,19700000,1803249241.0,Comedy,JennaMarbles,250,United States,US,Comedy,5665.0,112.0,21.0,3769000.0,942.0,15100.0,11300.0,180900.0,,2010.0,Feb,16.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +412,Official Pink Panther,19700000,10955619815.0,Film & Animation,OfficialPinkPanther,1,United States,US,Games,4052414.0,7741.0,7494.0,,0.0,0.0,0.0,0.0,,2011.0,Oct,6.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +413,Britain's Got Talent,19700000,11323617496.0,Entertainment,Britain's Got Talent,4225,United Kingdom,GB,Entertainment,364.0,17.0,106.0,54192000.0,13500.0,216800.0,162600.0,2600000.0,100000.0,2008.0,Apr,12.0,60.0,66834405.0,3.85,55908316.0,55.378051,-3.435973 +414,SCTV,19700000,9808676159.0,Entertainment,SCTV,267,United Kingdom,GB,Music,2831648.0,3695.0,4668.0,336.0,0.08,1.0,1.0,16.0,,2006.0,Mar,25.0,60.0,66834405.0,3.85,55908316.0,55.378051,-3.435973 +415,AS Gaming,19600000,2851024430.0,Gaming,ASGaming,17,United States,US,Games,3857915.0,7711.0,7464.0,23.0,0.01,0.09,0.07,1.0,,2009.0,Mar,5.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +416,Sony AATH,19600000,13930021471.0,Shows,Sony AATH,18661,United States,US,Entertainment,257.0,112.0,106.0,274212000.0,68600.0,1100000.0,822600.0,13200000.0,300000.0,2013.0,Nov,13.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +417,tabii Urdu,19600000,8779729549.0,Entertainment,tabii Urdu,1306,Turkey,TR,Entertainment,562.0,3.0,107.0,110806000.0,27700.0,443200.0,332400.0,5300000.0,100000.0,2020.0,Apr,17.0,23.9,83429615.0,13.49,63097818.0,38.963745,35.243322 +418,DaFuq!?Boom!,19600000,7906181776.0,Film & Animation,DaFuq!?Boom!,214,United States,US,Entertainment,656.0,112.0,106.0,2304000000.0,576000.0,9200000.0,6900000.0,110600000.0,6700000.0,2016.0,Jun,6.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +419,Clash of Clans,19600000,3961318438.0,Gaming,Clash of Clans,674,United States,US,Games,1934.0,113.0,30.0,22292000.0,5600.0,89200.0,66900.0,1100000.0,,2013.0,Jan,31.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +420,RKD Studios,19500000,5234251168.0,Entertainment,RKD Studios,847,India,IN,Entertainment,1265.0,74.0,108.0,59841000.0,0.0,0.0,0.0,0.0,300000.0,2014.0,Mar,14.0,28.1,1366417754.0,5.36,471031528.0,20.593684,78.96288 +421,DLS News,19400000,2255542592.0,News & Politics,DLS News,4750,India,IN,News,4178.0,74.0,8.0,32111000.0,8000.0,128400.0,96300.0,1500000.0,100000.0,2017.0,Jul,5.0,28.1,1366417754.0,5.36,471031528.0,20.593684,78.96288 +422,JukiLop,19400000,1577859332.0,People & Blogs,JukiLop,85,Mexico,MX,People,6674.0,14.0,22.0,2382000.0,595.0,9500.0,7100.0,114300.0,100000.0,2017.0,Sep,15.0,40.2,126014024.0,3.42,102626859.0,23.634501,-102.552784 +423,etvteluguindia,19400000,23038014291.0,Entertainment,etvteluguindia,125974,India,IN,Entertainment,88.0,75.0,109.0,272917000.0,68200.0,1100000.0,818800.0,13100000.0,200000.0,2010.0,Mar,15.0,28.1,1366417754.0,5.36,471031528.0,20.593684,78.96288 +424,FIFA,19400000,5529131886.0,Sports,FIFA,10728,Switzerland,CH,Sports,1186.0,1.0,5.0,58863000.0,14700.0,235500.0,176600.0,2800000.0,100000.0,2006.0,Sep,6.0,59.6,8574832.0,4.58,6332428.0,46.818188,8.227512 +428,shane,19200000,4329121104.0,People & Blogs,shane,570,United States,US,Comedy,1705.0,114.0,22.0,2730000.0,683.0,10900.0,8200.0,131100.0,,2005.0,Sep,22.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +429,Sonotek,19200000,7590582024.0,Entertainment,Sonotek,8285,India,IN,Music,724.0,77.0,98.0,28678000.0,7200.0,114700.0,86000.0,1400000.0,100000.0,2011.0,Jan,11.0,28.1,1366417754.0,5.36,471031528.0,20.593684,78.96288 +430,Jimmy Kimmel Live,19100000,13124645973.0,Entertainment,Jimmy Kimmel Live,6526,United States,US,Comedy,283.0,115.0,23.0,17243000.0,4300.0,69000.0,51700.0,827600.0,,2006.0,Sep,20.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +431,TheOdd1sOut,19100000,4566120190.0,Comedy,TheOdd1sOut,139,United States,US,Comedy,1568.0,115.0,23.0,30986000.0,7700.0,123900.0,93000.0,1500000.0,,2014.0,Aug,30.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +434,ýýýýýýýýýýýýýý ýýýý,19000000,4924054368.0,Education,ýýýýýýýýýýýýýý ýýýý,60,United States,US,Entertainment,1399.0,116.0,111.0,21587000.0,5400.0,86300.0,64800.0,1000000.0,100000.0,2018.0,Feb,20.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +435,SUPER SLICK SLIME SAM,19000000,7229175322.0,Howto & Style,SUPER SLICK SLIME SAM,903,Mexico,MX,Howto,786.0,15.0,111.0,123338000.0,30800.0,493400.0,370000.0,5900000.0,200000.0,2018.0,Jan,23.0,40.2,126014024.0,3.42,102626859.0,23.634501,-102.552784 +436,Wow Kidz Action,19000000,8281724393.0,Film & Animation,Wow Kidz Action,1525,India,IN,Entertainment,618.0,78.0,111.0,105706000.0,26400.0,422800.0,317100.0,5100000.0,200000.0,2017.0,Nov,8.0,28.1,1366417754.0,5.36,471031528.0,20.593684,78.96288 +437,Turma da M��,19000000,13824277846.0,Film & Animation,Turma da M��,1154,Brazil,BR,Film,260.0,22.0,27.0,76903000.0,19200.0,307600.0,230700.0,3700000.0,100000.0,2012.0,Jul,30.0,51.3,212559417.0,12.08,183241641.0,-14.235004,-51.92528 +438,Calvin Harris,19000000,16014044618.0,Music,Calvin Harris,79,United Kingdom,GB,Music,191.0,18.0,99.0,102410000.0,25600.0,409600.0,307200.0,4900000.0,100000.0,2007.0,Feb,11.0,60.0,66834405.0,3.85,55908316.0,55.378051,-3.435973 +439,KBS WORLD TV,19000000,15126092508.0,Entertainment,KBS WORLD TV,64496,South Korea,KR,Entertainment,217.0,8.0,111.0,107989000.0,27000.0,432000.0,324000.0,5200000.0,,2007.0,Jan,6.0,94.3,51709098.0,4.15,42106719.0,35.907757,127.766922 +440,HiMan,18900000,2855519150.0,People & Blogs,HiMan,375,Russia,RU,Entertainment,3094.0,4.0,112.0,24563000.0,6100.0,98300.0,73700.0,1200000.0,,2014.0,Oct,16.0,81.9,144373535.0,4.59,107683889.0,61.52401,105.318756 +442,Little Angel Espa���������,18900000,9813245108.0,Education,Little Angel Espa���������,719,Mexico,MX,Education,459.0,16.0,24.0,140398000.0,35100.0,561600.0,421200.0,6700000.0,,2018.0,Jan,26.0,40.2,126014024.0,3.42,102626859.0,23.634501,-102.552784 +443,TED-Ed,18800000,3654621568.0,Education,TED-Ed,2072,United States,US,Education,2163.0,117.0,25.0,29874000.0,7500.0,119500.0,89600.0,1400000.0,100000.0,2011.0,Mar,1.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +444,Sidemen,18800000,5257834105.0,Entertainment,Sidemen,312,United Kingdom,GB,Entertainment,1263.0,19.0,113.0,78158000.0,19500.0,312600.0,234500.0,3800000.0,100000.0,2015.0,Jun,14.0,60.0,66834405.0,3.85,55908316.0,55.378051,-3.435973 +447,Farruko,18800000,9573641299.0,Music,Farruko,217,United States,US,Music,485.0,117.0,100.0,97758000.0,24400.0,391000.0,293300.0,4700000.0,100000.0,2009.0,Oct,30.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +448,ýýýýýýýýýýýýýýýýýýýýýý,18800000,9594188708.0,Entertainment,ýýýýýýýýýýýýýýýýýýýýýý,530,Ukraine,UA,Entertainment,483.0,2.0,113.0,68006000.0,17000.0,272000.0,204000.0,3300000.0,100000.0,2014.0,Oct,20.0,82.7,44385155.0,8.88,30835699.0,48.379433,31.16558 +449,Triggered Insaan,18800000,3276891538.0,Comedy,Triggered Insaan,304,India,IN,People,2508.0,79.0,24.0,109026000.0,27300.0,436100.0,327100.0,5200000.0,700000.0,2014.0,Jul,17.0,28.1,1366417754.0,5.36,471031528.0,20.593684,78.96288 +450,CKN,18700000,12295637162.0,Entertainment,cKn,16,Spain,ES,Music,3188353.0,4093.0,5631.0,102.0,0.03,0.41,0.31,5.0,1.0,2005.0,Sep,26.0,88.9,47076781.0,13.96,37927409.0,40.463667,-3.74922 +452,Shemaroo Comedy,18600000,6047584292.0,Entertainment,Shemaroo Comedy,4487,India,IN,Comedy,1033.0,81.0,24.0,102431000.0,25600.0,409700.0,307300.0,4900000.0,200000.0,2007.0,Jan,31.0,28.1,1366417754.0,5.36,471031528.0,20.593684,78.96288 +454,GRAMMY GOLD OFFICIAL,18600000,20196704276.0,Music,GRAMMY GOLD OFFICIAL,6287,Thailand,TH,Music,121.0,5.0,101.0,168597000.0,42100.0,674400.0,505800.0,8100000.0,100000.0,2014.0,Jan,15.0,49.3,69625582.0,0.75,35294600.0,15.870032,100.992541 +455,ýýýýýýýý ýýýýýýýýýý ýýýýýýýýýý | Arab Games Network,18600000,8761255550.0,Gaming,ýýýýýýýý ýýýýýýýýýý ýýýýýýýýýý | Arab Games ýýý,6289,Saudi Arabia,SA,Games,566.0,3.0,31.0,43007000.0,10800.0,172000.0,129000.0,2100000.0,500000.0,2013.0,Nov,29.0,68.0,34268528.0,5.93,28807838.0,23.885942,45.079162 +456,Dan-Sa / Daniel Saboya,18500000,2908120896.0,Music,Dan-Sa / Daniel Saboya,1329,Brazil,BR,Music,45213.0,24.0,102.0,6148000000.0,0.0,0.0,0.0,0.0,100000.0,2007.0,Sep,22.0,51.3,212559417.0,12.08,183241641.0,-14.235004,-51.92528 +457,Marmok,18500000,3457618361.0,Gaming,Marmok,374,Russia,RU,Games,2356.0,5.0,32.0,38282000.0,9600.0,153100.0,114800.0,1800000.0,100000.0,2008.0,Apr,27.0,81.9,144373535.0,4.59,107683889.0,61.52401,105.318756 +459,Like Nastya Vlog,18500000,8147575884.0,People & Blogs,Like Nastya Vlog,493,Russia,RU,People,630.0,5.0,25.0,48947000.0,12200.0,195800.0,146800.0,2300000.0,100000.0,2016.0,Jan,14.0,81.9,144373535.0,4.59,107683889.0,61.52401,105.318756 +460,Willie Salim,18500000,4051072188.0,People & Blogs,Willie Salim,679,Indonesia,ID,People,1868.0,13.0,25.0,197369000.0,49300.0,789500.0,592100.0,9500000.0,1600000.0,2014.0,Jan,6.0,36.3,270203917.0,4.69,151509724.0,-0.789275,113.921327 +461,PDK Films,18400000,4120324310.0,Entertainment,PDK Films,111,United States,US,Entertainment,1825.0,120.0,116.0,14430000.0,3600.0,57700.0,43300.0,692600.0,,2009.0,Jul,21.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +462,TheWillyrex,18400000,7038827526.0,Comedy,TheWillyrex,6943,Spain,ES,Games,825.0,7.0,33.0,11004000.0,2800.0,44000.0,33000.0,528200.0,,2011.0,Jan,26.0,88.9,47076781.0,13.96,37927409.0,40.463667,-3.74922 +463,RsiamMusic : ��������,18400000,11544297793.0,Music,RsiamMusic : ��������,3159,Thailand,TH,Music,346.0,6.0,103.0,54133000.0,13500.0,216500.0,162400.0,2600000.0,100000.0,2011.0,Mar,8.0,49.3,69625582.0,0.75,35294600.0,15.870032,100.992541 +465,shakiraVEVO,18400000,25367126292.0,Music,shakiraVEVO,197,United States,US,Music,72.0,120.0,103.0,267126000.0,66800.0,1100000.0,801400.0,12800000.0,,2009.0,Sep,2.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +466,Naisa Alifia Yuriza (N.A.Y),18300000,1606834186.0,People & Blogs,Naisa Alifia Yuriza (N.A.Y),786,Indonesia,ID,Entertainment,6502.0,14.0,117.0,17063000.0,4300.0,68300.0,51200.0,819000.0,,2017.0,Jul,8.0,36.3,270203917.0,4.69,151509724.0,-0.789275,113.921327 +467,Miley Cyrus,18300000,7760819588.0,Entertainment,Miley Cyrus,142,United States,US,Entertainment,696.0,121.0,117.0,127982000.0,32000.0,511900.0,383900.0,6100000.0,100000.0,2009.0,Sep,15.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +468,IShowSpeed,18300000,1556003039.0,Gaming,IShowSpeed,1324,United States,US,Games,6734.0,120.0,33.0,140261000.0,35100.0,561000.0,420800.0,6700000.0,800000.0,2016.0,Mar,21.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +471,INCR�ï¿,18200000,3213324455.0,People & Blogs,INCR�ï¿,6903,Brazil,BR,Howto,2610.0,25.0,15.0,18045000.0,4500.0,72200.0,54100.0,866200.0,,2017.0,Jun,20.0,51.3,212559417.0,12.08,183241641.0,-14.235004,-51.92528 +472,Jake Fellman,18100000,13378360425.0,Entertainment,Jake Fellman,420,United States,US,Entertainment,274.0,122.0,118.0,497044000.0,124300.0,2000000.0,1500000.0,23900000.0,700000.0,2012.0,Oct,13.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +473,GEN HALILINTAR,18100000,3306242674.0,Entertainment,GEN HALILINTAR,1037,Indonesia,ID,Entertainment,2498.0,15.0,119.0,27312000.0,6800.0,109200.0,81900.0,1300000.0,,2015.0,Mar,4.0,36.3,270203917.0,4.69,151509724.0,-0.789275,113.921327 +474,SQUEEZIE,18100000,9983065083.0,Gaming,SQUEEZIE,1521,France,FR,Entertainment,443.0,1.0,119.0,48099000.0,12000.0,192400.0,144300.0,2300000.0,100000.0,2011.0,Jan,9.0,65.6,67059887.0,8.43,54123364.0,46.227638,2.213749 +475,Blippi - Educational Videos for Kids,18100000,14857290259.0,Education,Blippi - Educational Videos for Kids,707,United States,US,Education,224.0,123.0,26.0,180412000.0,45100.0,721600.0,541200.0,8700000.0,300000.0,2014.0,Jan,27.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +476,officialpsy,18100000,10703830496.0,Music,officialpsy,131,South Korea,KR,Music,393.0,10.0,104.0,64989000.0,16200.0,260000.0,195000.0,3100000.0,,2010.0,Oct,4.0,94.3,51709098.0,4.15,42106719.0,35.907757,127.766922 +478,Manual do Mundo,18000000,3980991248.0,Howto & Style,Manual do Mundo,2470,Brazil,BR,Tech,1922.0,26.0,8.0,54766000.0,13700.0,219100.0,164300.0,2600000.0,100000.0,2006.0,Jul,24.0,51.3,212559417.0,12.08,183241641.0,-14.235004,-51.92528 +479,How Ridiculous,18000000,9601137077.0,Sports,How Ridiculous,650,Australia,AU,Sports,478.0,5.0,6.0,391298000.0,97800.0,1600000.0,1200000.0,18800000.0,600000.0,2009.0,Sep,9.0,113.1,25766605.0,5.27,21844756.0,-25.274398,133.775136 +480,And TV,18000000,15412333005.0,Entertainment,ANDtv,45,United States,US,Entertainment,4012108.0,7627.0,6667.0,4.0,0.0,0.02,0.01,0.19,,2006.0,Aug,4.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +481,Sebasti���,18000000,10463166404.0,News & Politics,Sebasti���,237,United States,US,Music,406.0,124.0,105.0,110776000.0,27700.0,443100.0,332300.0,5300000.0,,2013.0,Mar,30.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +482,SonyMusicSouthVEVO,18000000,17921124985.0,Music,SonyMusicSouthVEVO,5692,United States,US,Music,148.0,123.0,104.0,257597000.0,64400.0,1000000.0,772800.0,12400000.0,100000.0,2014.0,Jul,14.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +483,TheGrefg,18000000,6404852037.0,Gaming,TheGrefg,3566,Spain,ES,Games,950.0,8.0,34.0,43830000.0,11000.0,175300.0,131500.0,2100000.0,,2012.0,Jan,30.0,88.9,47076781.0,13.96,37927409.0,40.463667,-3.74922 +485,David Dobrik,17900000,7176572299.0,People & Blogs,David Dobrik,536,United States,US,People,801.0,125.0,28.0,8650000.0,2200.0,34600.0,26000.0,415200.0,100000.0,2014.0,Dec,19.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +486,KatieAngel,17900000,3841205465.0,People & Blogs,KatieAngel,982,United States,US,Music,2014.0,125.0,106.0,51687000.0,12900.0,206700.0,155100.0,2500000.0,100000.0,2015.0,May,19.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +487,RobleisIUTU,17900000,5168721499.0,Entertainment,RobleisIUTU,1344,Argentina,AR,Games,1294.0,9.0,35.0,27545000.0,6900.0,110200.0,82600.0,1300000.0,100000.0,2013.0,Apr,15.0,90.0,44938712.0,9.79,41339571.0,-38.416097,-63.616672 +488,Lele Pons,17900000,5244917119.0,Comedy,Lele Pons,185,United States,US,Entertainment,1264.0,125.0,121.0,18548000.0,4600.0,74200.0,55600.0,890300.0,,2015.0,Sep,19.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +489,Demi Lovato,17900000,6888074944.0,Music,Demi Lovato,314,United States,US,Music,858.0,125.0,106.0,29182000.0,7300.0,116700.0,87500.0,1400000.0,,2008.0,Jan,30.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +490,Like Nastya VNM,17900000,9867515979.0,Entertainment,Like Nastya VNM,602,Vietnam,VN,Entertainment,455.0,1.0,121.0,84467000.0,21100.0,337900.0,253400.0,4100000.0,100000.0,2019.0,Nov,22.0,28.5,96462106.0,2.01,35332140.0,14.058324,108.277199 +491,Jason Derulo,17900000,9887116267.0,Music,Jason Derulo,830,United States,US,Music,446.0,124.0,105.0,447891000.0,112000.0,1800000.0,1300000.0,21500000.0,400000.0,2008.0,Jul,21.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +492,MGC Playhouse,17900000,16174530046.0,Shows,MGC Playhouse,1426,United States,US,Education,187.0,125.0,27.0,102621000.0,25700.0,410500.0,307900.0,4900000.0,100000.0,2009.0,Feb,3.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +494,Priyal Kukreja,17800000,11057945183.0,People & Blogs,Priyal Kukreja,772,India,IN,People,378.0,83.0,29.0,431390000.0,107800.0,1700000.0,1300000.0,20700000.0,900000.0,2021.0,Apr,23.0,28.1,1366417754.0,5.36,471031528.0,20.593684,78.96288 +495,MSA previously My Story Animated,17800000,8588704539.0,Film & Animation,MSA Previously My Story Animated,26,United States,US,People,3976090.0,5208.0,4978.0,20708.0,5.0,83.0,62.0,994.0,2960.0,2021.0,Nov,9.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +498,ArianaGrandeVevo,17700000,20115544708.0,Music,ArianaGrandeVevo,178,United States,US,Music,122.0,127.0,108.0,97422000.0,24400.0,389700.0,292300.0,4700000.0,,2010.0,Oct,21.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +499,jaanvi patel,17700000,7912733203.0,People & Blogs,jaanvi patel,512,India,IN,People,671.0,84.0,30.0,346753000.0,86700.0,1400000.0,1000000.0,16600000.0,900000.0,2018.0,Jul,18.0,28.1,1366417754.0,5.36,471031528.0,20.593684,78.96288 +500,tanboy kun,17700000,3647267655.0,People & Blogs,tanboy kun,739,Indonesia,ID,Entertainment,2169.0,17.0,122.0,48174000.0,12000.0,192700.0,144500.0,2300000.0,100000.0,2016.0,Oct,27.0,36.3,270203917.0,4.69,151509724.0,-0.789275,113.921327 +502,Porta dos Fundos,17700000,7739048000.0,Entertainment,Porta dos Fundos,2240,Brazil,BR,Entertainment,705.0,27.0,123.0,35337000.0,8800.0,141300.0,106000.0,1700000.0,,2012.0,Mar,12.0,51.3,212559417.0,12.08,183241641.0,-14.235004,-51.92528 +503,News 24,17700000,8396875537.0,News & Politics,24 ���ï,211620,Ukraine,UA,News,880.0,24.0,112.0,370779000.0,92700.0,1500000.0,1100000.0,17800000.0,230000.0,2006.0,Feb,5.0,82.7,44385155.0,8.88,30835699.0,48.379433,31.16558 +504,Les' Copaque Production,17700000,9059696049.0,Film & Animation,Les' Copaque Production,1716,Malaysia,MY,Entertainment,531.0,1.0,123.0,117727000.0,29400.0,470900.0,353200.0,5700000.0,200000.0,2009.0,Nov,9.0,45.1,32447385.0,3.32,24475766.0,4.210484,101.975766 +505,El Payaso Plim Plim,17700000,17247584185.0,Film & Animation,El Payaso Plim Plim,1316,Argentina,AR,Music,162.0,10.0,107.0,640030000.0,160000.0,2600000.0,1900000.0,30700000.0,600000.0,2013.0,Oct,18.0,90.0,44938712.0,9.79,41339571.0,-38.416097,-63.616672 +506,zbing z.,17600000,9269174070.0,Gaming,zbing z.,3151,Thailand,TH,Games,511.0,7.0,36.0,55127000.0,13800.0,220500.0,165400.0,2600000.0,,2014.0,Mar,12.0,49.3,69625582.0,0.75,35294600.0,15.870032,100.992541 +507,MissaSinfonia,17600000,2274007523.0,Comedy,MissaSinfonia,233,Mexico,MX,Comedy,4139.0,17.0,25.0,27445000.0,6900.0,109800.0,82300.0,1300000.0,100000.0,2011.0,Jan,5.0,40.2,126014024.0,3.42,102626859.0,23.634501,-102.552784 +508,ýýýýýýýýý Liziqi,17600000,2977741577.0,Howto & Style,ýýýýýýýýý Liziqi,128,China,CN,Howto,2917.0,1.0,16.0,22354000.0,5600.0,89400.0,67100.0,1100000.0,100000.0,2017.0,Aug,22.0,50.6,1397715000.0,4.32,842933962.0,35.86166,104.195397 +509,The Game Theorists,17600000,3752347262.0,Gaming,TheGameTheorists,0,Australia,AU,,3612215.0,6095.0,,,0.0,0.0,0.0,0.0,,,,,113.1,25766605.0,5.27,21844756.0,-25.274398,133.775136 +510,DeGoBooM,17600000,6306204566.0,Gaming,DeGoBooM,4702,Chile,CL,Games,973.0,3.0,36.0,100215000.0,25100.0,400900.0,300600.0,4800000.0,500000.0,2014.0,Feb,1.0,88.5,18952038.0,7.09,16610135.0,-35.675147,-71.542969 +511,JFlaMusic,17600000,3802280098.0,Music,JFlaMusic,326,South Korea,KR,Music,2056.0,12.0,109.0,11099000.0,2800.0,44400.0,33300.0,532700.0,,2011.0,Aug,22.0,94.3,51709098.0,4.15,42106719.0,35.907757,127.766922 +512,FactTechz,17500000,2238134438.0,Entertainment,FactTechz,709,India,IN,Entertainment,4243.0,86.0,124.0,21056000.0,5300.0,84200.0,63200.0,1000000.0,,2016.0,Jul,24.0,28.1,1366417754.0,5.36,471031528.0,20.593684,78.96288 +513,News18 India,17500000,7263619576.0,News & Politics,News18 India,182742,India,IN,News,770.0,85.0,10.0,394106000.0,98500.0,1600000.0,1200000.0,18900000.0,700000.0,2007.0,Oct,25.0,28.1,1366417754.0,5.36,471031528.0,20.593684,78.96288 +514,Fun For Kids TV - Hindi Rhymes,17500000,7612385622.0,Entertainment,Fun For Kids TV - Hindi Rhymes,149,India,IN,Entertainment,723.0,86.0,124.0,109847000.0,27500.0,439400.0,329500.0,5300000.0,300000.0,2017.0,Sep,27.0,28.1,1366417754.0,5.36,471031528.0,20.593684,78.96288 +515,IGN,17500000,16107116549.0,Gaming,IGN,156215,United States,US,Games,189.0,129.0,37.0,98342000.0,24600.0,393400.0,295000.0,4700000.0,,2006.0,Sep,19.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +516,Aphmau,17400000,17763586483.0,Gaming,Aphmau,4411,United States,US,Games,152.0,129.0,37.0,439870000.0,110000.0,1800000.0,1300000.0,21100000.0,400000.0,2012.0,Aug,13.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +517,AMARINTV : ������������,17400000,13043561912.0,Entertainment,AMARINTV : ������������,118448,Thailand,TH,News,286.0,8.0,11.0,235993000.0,59000.0,944000.0,708000.0,11300000.0,200000.0,2014.0,Feb,5.0,49.3,69625582.0,0.75,35294600.0,15.870032,100.992541 +518,ýýýýýýýýýýýýýýýý - Al-Remas,17400000,11144195464.0,Music,ýýýýýýýýýýýýýýýý - Al-Remas,2133,Iraq,IQ,Music,371.0,1.0,110.0,113003000.0,28300.0,452000.0,339000.0,5400000.0,,2013.0,Sep,27.0,16.2,39309783.0,12.82,27783368.0,33.223191,43.679291 +520,Apple,17300000,1026425106.0,Science & Technology,Apple,180,United States,US,Tech,11274.0,130.0,9.0,46484000.0,11600.0,185900.0,139500.0,2200000.0,100000.0,2005.0,Jun,22.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +521,Stubborn Facts,17300000,902225615.0,Film & Animation,Stubborn Facts,287,India,IN,Entertainment,13315.0,87.0,125.0,837850.0,209.0,3400.0,2500.0,40200.0,,2016.0,Sep,5.0,28.1,1366417754.0,5.36,471031528.0,20.593684,78.96288 +522,Taarak Mehta Ka Ooltah Chashmah,17300000,11371738047.0,Entertainment,Taarak Mehta Ka Ooltah Chashmah,4778,India,IN,Entertainment,356.0,87.0,125.0,331944000.0,83000.0,1300000.0,995800.0,15900000.0,300000.0,2014.0,Aug,4.0,28.1,1366417754.0,5.36,471031528.0,20.593684,78.96288 +523,HowToBasic,17300000,3684816159.0,Howto & Style,HowToBasic,582,Australia,AU,Howto,2146.0,6.0,17.0,15525000.0,3900.0,62100.0,46600.0,745200.0,,2011.0,Dec,8.0,113.1,25766605.0,5.27,21844756.0,-25.274398,133.775136 +525,Marques Brownlee,17200000,3606912471.0,Science & Technology,Marques Brownlee,1567,United States,US,Tech,2196.0,131.0,10.0,52325000.0,13100.0,209300.0,157000.0,2500000.0,100000.0,2008.0,Mar,21.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +526,Anitta,17200000,7337212581.0,Music,Anitta,138,Brazil,BR,Music,769.0,28.0,111.0,72684000.0,18200.0,290700.0,218100.0,3500000.0,,2011.0,Nov,2.0,51.3,212559417.0,12.08,183241641.0,-14.235004,-51.92528 +527,Jason Vlogs,17200000,8903647480.0,Education,Jason Oo,83,Australia,AU,People,4031958.0,3450.0,7408.0,25.0,0.01,0.1,0.08,1.0,,2014.0,Sep,11.0,113.1,25766605.0,5.27,21844756.0,-25.274398,133.775136 +528,El Reino a Jugar,17200000,11445492404.0,Education,El Reino a Jugar,1007,Argentina,AR,Education,353.0,11.0,28.0,83709000.0,20900.0,334800.0,251100.0,4000000.0,100000.0,2015.0,Mar,3.0,90.0,44938712.0,9.79,41339571.0,-38.416097,-63.616672 +529,Willyrex,17200000,5024088947.0,Gaming,Willyrex,7550,Spain,ES,Games,1359.0,9.0,38.0,15405000.0,3900.0,61600.0,46200.0,739500.0,,2009.0,Aug,9.0,88.9,47076781.0,13.96,37927409.0,40.463667,-3.74922 +530,TheBrianMaps,17100000,4448334716.0,Comedy,TheBrianMaps,498,Russia,RU,Entertainment,1624.0,6.0,126.0,37164000.0,9300.0,148700.0,111500.0,1800000.0,100000.0,2012.0,Jun,4.0,81.9,144373535.0,4.59,107683889.0,61.52401,105.318756 +531,TRANS TV Official,17100000,9710962528.0,Entertainment,TRANS TV Official,148225,Indonesia,ID,Entertainment,472.0,18.0,127.0,45811000.0,11500.0,183200.0,137400.0,2200000.0,100000.0,2014.0,Sep,2.0,36.3,270203917.0,4.69,151509724.0,-0.789275,113.921327 +532,Liza Koshy,17100000,2173106162.0,Comedy,Liza Koshy,142,United States,US,Entertainment,4443.0,132.0,127.0,1761000.0,440.0,7000.0,5300.0,84500.0,,2013.0,Sep,2.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +533,Queen Official,17000000,10847948832.0,Music,Queen Official,1015,United Kingdom,GB,Music,385.0,21.0,112.0,93768000.0,23400.0,375100.0,281300.0,4500000.0,100000.0,2008.0,Jul,7.0,60.0,66834405.0,3.85,55908316.0,55.378051,-3.435973 +534,Prajapati News,17000000,1001465469.0,Comedy,Prajapati News,1407,India,IN,Entertainment,11662.0,89.0,128.0,7626000.0,1900.0,30500.0,22900.0,366100.0,100000.0,2013.0,Mar,14.0,28.1,1366417754.0,5.36,471031528.0,20.593684,78.96288 +536,LuisFonsiVEVO,17000000,14543594822.0,Music,LuisFonsiVEVO,97,United States,US,Music,241.0,133.0,112.0,49817000.0,12500.0,199300.0,149500.0,2400000.0,,2009.0,May,12.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +537,Pop Chartbusters,16900000,8684010451.0,Music,Pop Chartbusters,2235,India,IN,Music,574.0,90.0,113.0,72911000.0,18200.0,291600.0,218700.0,3500000.0,200000.0,2011.0,Aug,26.0,28.1,1366417754.0,5.36,471031528.0,20.593684,78.96288 +538,Guava Juice,16900000,9111000228.0,Gaming,Guava Juice,1910,United States,US,Entertainment,527.0,134.0,129.0,10889000.0,2700.0,43600.0,32700.0,522600.0,,2006.0,Jul,18.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +539,EeOneGuy,16900000,3827906874.0,Entertainment,EeOneGuy,366,United States,US,Entertainment,2039.0,134.0,129.0,1635000.0,409.0,6500.0,4900.0,78500.0,,2013.0,Mar,19.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +540,VICE,16900000,4609753237.0,Entertainment,VICE,3900,United States,US,Entertainment,1543.0,134.0,129.0,36357000.0,9100.0,145400.0,109100.0,1700000.0,100000.0,2005.0,Dec,16.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +541,Aayu and Pihu Show,16900000,9270331567.0,Comedy,Aayu and Pihu Show,441,India,IN,People,510.0,90.0,34.0,89782000.0,22400.0,359100.0,269300.0,4300000.0,,2017.0,May,8.0,28.1,1366417754.0,5.36,471031528.0,20.593684,78.96288 +542,Danny Fitt,16900000,9544277833.0,People & Blogs,Danny Fitt,2337,United States,US,Entertainment,488.0,134.0,129.0,275264000.0,68800.0,1100000.0,825800.0,13200000.0,700000.0,2016.0,Dec,31.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +543,Bispo Bruno Leonardo,16900000,3523578665.0,Nonprofits & Activism,Bispo Bruno Leonardo,4891,Brazil,BR,Nonprofit,2307.0,29.0,2.0,149543000.0,37400.0,598200.0,448600.0,7200000.0,400000.0,2016.0,Apr,10.0,51.3,212559417.0,12.08,183241641.0,-14.235004,-51.92528 +547,Like Nastya IDN,16800000,7195314800.0,Entertainment,Like Nastya IDN,502,Indonesia,ID,Entertainment,795.0,19.0,130.0,42836000.0,10700.0,171300.0,128500.0,2100000.0,100000.0,2019.0,Nov,22.0,36.3,270203917.0,4.69,151509724.0,-0.789275,113.921327 +548,Gato Galactico | GAL�ï¿,16800000,3693798804.0,Film & Animation,Gato Galactico | GAL�ï¿,1491,Brazil,BR,Entertainment,2129.0,30.0,130.0,44121000.0,11000.0,176500.0,132400.0,2100000.0,100000.0,2013.0,Apr,2.0,51.3,212559417.0,12.08,183241641.0,-14.235004,-51.92528 +550,CoryxKenshin,16700000,7102965621.0,Gaming,CoryxKenshin,1693,United States,US,Games,814.0,135.0,39.0,105114000.0,26300.0,420500.0,315300.0,5000000.0,200000.0,2009.0,Apr,27.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +551,With Kids[����ï,16700000,8826138204.0,Entertainment,With Kids[����ï,920,United States,US,Entertainment,559.0,135.0,130.0,45698000.0,11400.0,182800.0,137100.0,2200000.0,100000.0,2012.0,Jul,6.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +552,Travis Scott,16700000,7979736581.0,Music,Travis Scott,13,United States,US,Music,564542.0,1920.0,1751.0,37623.0,9.0,150.0,113.0,1800.0,,2010.0,Sep,1.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +553,Tu COSMOPOLIS,16700000,5089284369.0,People & Blogs,Tu COSMOPOLIS,8741,Mexico,MX,People,1337.0,19.0,35.0,16139000.0,4000.0,64600.0,48400.0,774700.0,,2014.0,Aug,28.0,40.2,126014024.0,3.42,102626859.0,23.634501,-102.552784 +555,Werever2morro,16600000,2798273962.0,Entertainment,werever2morro,0,Mexico,MX,Games,4057944.0,4248.0,7462.0,,0.0,0.0,0.0,0.0,,2010.0,Dec,7.0,40.2,126014024.0,3.42,102626859.0,23.634501,-102.552784 +556,IDEAS EN 5 MINUTOS,16600000,3696973456.0,Howto & Style,Ideas En 5 Minutos,216,Spain,ES,,3108857.0,2753.0,,65470.0,16.0,262.0,196.0,3100.0,,2017.0,Apr,2.0,88.9,47076781.0,13.96,37927409.0,40.463667,-3.74922 +557,NMF News,16600000,7435180827.0,News & Politics,NMF News,112261,India,IN,News,749.0,91.0,12.0,59201000.0,14800.0,236800.0,177600.0,2800000.0,100000.0,2013.0,Oct,22.0,28.1,1366417754.0,5.36,471031528.0,20.593684,78.96288 +558,SriBalajiMovies,16600000,9439857193.0,Entertainment,SriBalajiMovies,20102,India,IN,Entertainment,497.0,91.0,132.0,154049000.0,38500.0,616200.0,462100.0,7400000.0,200000.0,2011.0,Sep,29.0,28.1,1366417754.0,5.36,471031528.0,20.593684,78.96288 +559,Lahari Music - TSeries,16600000,11946217860.0,Music,Lahari Music - TSeries,8976,India,IN,Music,326.0,91.0,115.0,89012000.0,22300.0,356000.0,267000.0,4300000.0,100000.0,2011.0,Nov,21.0,28.1,1366417754.0,5.36,471031528.0,20.593684,78.96288 +560,Younes Zarou,16600000,15278668857.0,Entertainment,Younes Zarou,2200,Germany,DE,Entertainment,213.0,4.0,131.0,617257000.0,154300.0,2500000.0,1900000.0,29600000.0,900000.0,2021.0,May,6.0,70.2,83132799.0,3.04,64324835.0,51.165691,10.451526 +561,Jordan Matter,16600000,5819508534.0,Entertainment,Jordan Matter,413,United States,US,Entertainment,1088.0,136.0,132.0,199033000.0,49800.0,796100.0,597100.0,9600000.0,300000.0,2006.0,Dec,21.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +562,ýýýýýýýý ýýýýýýýýýýýýýýýýýýýýýý,16500000,2440934034.0,Entertainment,ýýýýýýýý ýýýýýýýýýýýýýýýýýýýýýý,421,United States,US,Entertainment,3778.0,137.0,133.0,21953000.0,5500.0,87800.0,65900.0,1100000.0,200000.0,2014.0,Mar,9.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +563,FailArmy,16500000,3037260680.0,Comedy,FailArmy,438,United States,US,Entertainment,2766.0,137.0,133.0,112986000.0,28200.0,451900.0,339000.0,5400000.0,100000.0,2011.0,Jul,5.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +564,BBC News Hindi,16500000,7043235131.0,News & Politics,BBC News Hindi,21243,India,IN,News,821.0,92.0,13.0,131202000.0,32800.0,524800.0,393600.0,6300000.0,300000.0,2009.0,Sep,22.0,28.1,1366417754.0,5.36,471031528.0,20.593684,78.96288 +565,FunFun Toy Doll TV,16500000,7406207930.0,Entertainment,FunFun Toy Doll TV,735,United States,US,Entertainment,757.0,137.0,133.0,24378000.0,6100.0,97500.0,73100.0,1200000.0,,2016.0,May,31.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +566,Sandra Cires Art,16400000,3955426159.0,Howto & Style,Sandra Cires Art,1091,United States,US,Entertainment,1938.0,138.0,134.0,18028000.0,4500.0,72100.0,54100.0,865300.0,,2011.0,Sep,27.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +567,Kaykai Salaider,16400000,4434679706.0,Comedy,Kaykai Salaider,428,Thailand,TH,Entertainment,1636.0,9.0,134.0,9341000.0,2300.0,37400.0,28000.0,448400.0,,2011.0,Jan,24.0,49.3,69625582.0,0.75,35294600.0,15.870032,100.992541 +568,UFC - Ultimate Fighting Championship,16400000,7135820721.0,Sports,UFC - Ultimate Fighting Championship,14662,United States,US,Sports,806.0,138.0,7.0,133208000.0,33300.0,532800.0,399600.0,6400000.0,100000.0,2006.0,Mar,4.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +569,Ch7HD,16400000,9463244435.0,Entertainment,Ch7HD,56203,Thailand,TH,Entertainment,496.0,9.0,134.0,87757000.0,21900.0,351000.0,263300.0,4200000.0,100000.0,2010.0,May,17.0,49.3,69625582.0,0.75,35294600.0,15.870032,100.992541 +572,GMMTV OFFICIAL��,16400000,12844432341.0,Entertainment,GMMTV OFFICIAL��,23952,Thailand,TH,Entertainment,294.0,9.0,134.0,181382000.0,45300.0,725500.0,544100.0,8700000.0,200000.0,2010.0,Sep,13.0,49.3,69625582.0,0.75,35294600.0,15.870032,100.992541 +573,Matt Stonie,16300000,3527627264.0,Entertainment,MattStonie,54,United States,US,Entertainment,283499.0,1874.0,1836.0,29735.0,7.0,119.0,89.0,1400.0,,2010.0,Jun,19.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +574,Boyce Avenue,16300000,6578828147.0,Music,Boyce Avenue,490,United States,US,Music,913.0,139.0,117.0,28787000.0,7200.0,115100.0,86400.0,1400000.0,,2007.0,Sep,2.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +575,Camila Cabello,16300000,6613422635.0,Music,Camila Cabello,80,United States,US,Music,906.0,139.0,117.0,42704000.0,10700.0,170800.0,128100.0,2000000.0,100000.0,2015.0,Aug,11.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +576,Little Mix,16300000,7520242626.0,Music,Little Mix,278,United Kingdom,GB,Music,740.0,22.0,117.0,38604000.0,9700.0,154400.0,115800.0,1900000.0,,2011.0,Nov,30.0,60.0,66834405.0,3.85,55908316.0,55.378051,-3.435973 +577,SAM SMITH,16300000,10170264839.0,Music,SAM SMITH,230,United Kingdom,GB,Entertainment,428.0,22.0,135.0,85778000.0,21400.0,343100.0,257300.0,4100000.0,,2012.0,Sep,14.0,60.0,66834405.0,3.85,55908316.0,55.378051,-3.435973 +578,Pitbull,16300000,12475714382.0,Music,Pitbull,352,United States,US,Music,308.0,139.0,117.0,88004000.0,22000.0,352000.0,264000.0,4200000.0,,2006.0,Jul,5.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +579,Bollywood Classics,16300000,7141825267.0,Entertainment,Bollywood Classics,1444,India,IN,Music,804.0,93.0,116.0,151477000.0,37900.0,605900.0,454400.0,7300000.0,300000.0,2011.0,Oct,13.0,28.1,1366417754.0,5.36,471031528.0,20.593684,78.96288 +580,Technoblade,16300000,1656452554.0,Gaming,Technoblade,989,United States,US,Games,6274.0,138.0,40.0,17944000.0,4500.0,71800.0,53800.0,861300.0,200000.0,2013.0,Oct,28.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +581,W2S,16300000,4768370464.0,Gaming,W2S,652,United Kingdom,GB,Entertainment,1455.0,22.0,135.0,3079000.0,770.0,12300.0,9200.0,147800.0,,2012.0,Jul,26.0,60.0,66834405.0,3.85,55908316.0,55.378051,-3.435973 +582,Jennifer Lopez,16200000,10227242833.0,Music,Jennifer Lopez,258,United States,US,Music,426.0,140.0,118.0,63441000.0,15900.0,253800.0,190300.0,3000000.0,,2005.0,Nov,18.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +583,Kids Play,16200000,8091706232.0,Entertainment,Kids Play,593,United States,US,Entertainment,636.0,140.0,136.0,25912000.0,6500.0,103600.0,77700.0,1200000.0,,2018.0,May,14.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +584,T3ddy,16200000,2990185467.0,Comedy,T3ddy,1930,Brazil,BR,People,2898.0,31.0,38.0,33015000.0,8300.0,132100.0,99000.0,1600000.0,100000.0,2012.0,Jan,16.0,51.3,212559417.0,12.08,183241641.0,-14.235004,-51.92528 +585,JJ Olatunji,16200000,4076692623.0,Gaming,JJ Olatunji,1294,United Kingdom,GB,Entertainment,1856.0,23.0,136.0,27808000.0,7000.0,111200.0,83400.0,1300000.0,100000.0,2011.0,Jan,26.0,60.0,66834405.0,3.85,55908316.0,55.378051,-3.435973 +586,POPS Kids,16200000,9763592867.0,Music,POPS Kids,3943,Vietnam,VN,Film,462.0,2.0,30.0,256733000.0,64200.0,1000000.0,770200.0,12300000.0,200000.0,2014.0,Jan,14.0,28.5,96462106.0,2.01,35332140.0,14.058324,108.277199 +587,Thairath Online,16200000,14563841315.0,News & Politics,Thairath Online,244899,Thailand,TH,News,238.0,10.0,14.0,224756000.0,56200.0,899000.0,674300.0,10800000.0,100000.0,2010.0,Sep,27.0,49.3,69625582.0,0.75,35294600.0,15.870032,100.992541 +588,LEGO,16200000,20522339099.0,Entertainment,LEGO,31889,Singapore,SG,Entertainment,116.0,1.0,136.0,117209000.0,29300.0,468800.0,351600.0,5600000.0,200000.0,2005.0,Oct,22.0,84.8,5703569.0,4.11,5703569.0,1.352083,103.819836 +589,XO TEAM,16200000,14784781923.0,People & Blogs,XO TEAM Family,189,United States,US,People,153622.0,1776.0,1495.0,37911.0,9.0,152.0,114.0,1800.0,1000.0,2020.0,Sep,12.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +590,AdMe,16200000,4488680903.0,Entertainment,Aday C����ï,10,Spain,ES,Music,4048675.0,4228.0,5766.0,4.0,0.0,0.02,0.01,0.19,,2006.0,May,2.0,88.9,47076781.0,13.96,37927409.0,40.463667,-3.74922 +592,Dyland PROS,16100000,1517638132.0,Entertainment,Dyland PROS,2805,Indonesia,ID,Games,6986.0,21.0,41.0,9619000.0,2400.0,38500.0,28900.0,461700.0,,2015.0,Jan,28.0,36.3,270203917.0,4.69,151509724.0,-0.789275,113.921327 +595,Canal IN,16100000,2687443643.0,People & Blogs,Canal IN,723,Brazil,BR,Entertainment,3338.0,32.0,137.0,13802000.0,3500.0,55200.0,41400.0,662500.0,,2017.0,Jul,21.0,51.3,212559417.0,12.08,183241641.0,-14.235004,-51.92528 +597,Daily Dose Of Internet,16100000,6872702790.0,Entertainment,Daily Dose Of Internet,671,United States,US,Entertainment,851.0,140.0,136.0,399807000.0,100000.0,1600000.0,1200000.0,19200000.0,300000.0,2015.0,Jul,15.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +598,FitDance,16100000,7126210721.0,Music,Fitdance Academy,41,France,FR,Entertainment,4006012.0,3726.0,6335.0,780.0,0.2,3.0,2.0,37.0,4.0,2006.0,Nov,20.0,65.6,67059887.0,8.43,54123364.0,46.227638,2.213749 +600,Disney Junior,16100000,15812009296.0,Entertainment,Disney Junior,4045,United States,US,Entertainment,196.0,140.0,136.0,267131000.0,66800.0,1100000.0,801400.0,12800000.0,300000.0,2008.0,Apr,22.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +601,La Rosa de Guadalupe,16100000,9642146451.0,Entertainment,larosadeguadalupe,0,Mexico,MX,Games,4057944.0,4258.0,7472.0,,0.0,0.0,0.0,0.0,,2008.0,Sep,3.0,40.2,126014024.0,3.42,102626859.0,23.634501,-102.552784 +603,wifistudy,16000000,3018032423.0,Education,wifistudy by Unacademy,52144,India,IN,Education,2855.0,94.0,30.0,14287000.0,3600.0,57100.0,42900.0,685800.0,,2014.0,Jul,26.0,28.1,1366417754.0,5.36,471031528.0,20.593684,78.96288 +604,Antrax,16000000,3029872908.0,Gaming,Antrax,687,Mexico,MX,Games,2844.0,23.0,42.0,4698000.0,1200.0,18800.0,14100.0,225500.0,,2015.0,May,25.0,40.2,126014024.0,3.42,102626859.0,23.634501,-102.552784 +606,Totoy kids - Espa�ï,16000000,5997599089.0,Film & Animation,Totoy kids - Espa�ï,344,Mexico,MX,Film,1048.0,23.0,31.0,112393000.0,28100.0,449600.0,337200.0,5400000.0,200000.0,2017.0,Sep,7.0,40.2,126014024.0,3.42,102626859.0,23.634501,-102.552784 +607,ýýýýýýýýýý,15900000,1845329502.0,People & Blogs,Kung Fu Padla,0,Russia,RU,Games,4057944.0,3309.0,5665.0,,0.0,0.0,0.0,0.0,10.0,2017.0,May,27.0,81.9,144373535.0,4.59,107683889.0,61.52401,105.318756 +608,DopeLyrics,15900000,9962188084.0,Music,DopeLyrics,2035,United States,US,Music,444.0,142.0,120.0,9915000.0,2500.0,39700.0,29700.0,475900.0,,2016.0,Jun,9.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +609,jeffreestar,15900000,2609358468.0,Howto & Style,jeffreestar,433,United States,US,Howto,3474.0,142.0,20.0,2006000.0,502.0,8000.0,6000.0,96300.0,,2006.0,Feb,14.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +610,Lyna,15900000,6534326412.0,Gaming,Lyna,4906,Argentina,AR,Games,919.0,12.0,43.0,64085000.0,16000.0,256300.0,192300.0,3100000.0,200000.0,2014.0,Sep,8.0,90.0,44938712.0,9.79,41339571.0,-38.416097,-63.616672 +611,MK MUSIC,15900000,9198986881.0,Music,MK MUSIC,5105,Brazil,BR,Music,516.0,33.0,120.0,136388000.0,34100.0,545600.0,409200.0,6500000.0,100000.0,2010.0,Jan,18.0,51.3,212559417.0,12.08,183241641.0,-14.235004,-51.92528 +612,Unspeakable,15900000,9052367553.0,Gaming,Unspeakable,796,United States,US,People,530.0,142.0,40.0,164895000.0,41200.0,659600.0,494700.0,7900000.0,200000.0,2016.0,May,1.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +613,Camilo,15900000,6802382479.0,Music,Camilo,132,Colombia,CO,Music,871.0,8.0,120.0,59890000.0,15000.0,239600.0,179700.0,2900000.0,100000.0,2010.0,Jul,29.0,55.3,50339443.0,9.71,40827302.0,4.570868,-74.297333 +614,Dear Sir,15800000,1349288771.0,Education,Dear Sir,633,India,IN,Education,8066.0,95.0,31.0,24056000.0,6000.0,96200.0,72200.0,1200000.0,200000.0,2016.0,Dec,13.0,28.1,1366417754.0,5.36,471031528.0,20.593684,78.96288 +615,Narendra Modi,15800000,3392918989.0,News & Politics,Narendra Modi,20679,India,IN,News,2406.0,96.0,15.0,185969000.0,46500.0,743900.0,557900.0,8900000.0,700000.0,2007.0,Oct,26.0,28.1,1366417754.0,5.36,471031528.0,20.593684,78.96288 +616,Arif muhammad,15800000,4122634467.0,People & Blogs,Arif muhammad,542,Indonesia,ID,Comedy,1816.0,22.0,26.0,71870000.0,18000.0,287500.0,215600.0,3400000.0,100000.0,2017.0,Jan,18.0,36.3,270203917.0,4.69,151509724.0,-0.789275,113.921327 +617,Rotten Tomatoes Trailers,15800000,13116313599.0,Film & Animation,Rotten Tomatoes Trailers,10441,United States,US,Film,285.0,143.0,32.0,25738000.0,6400.0,103000.0,77200.0,1200000.0,100000.0,2011.0,Apr,1.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +618,Volga Video,15700000,9787697838.0,Film & Animation,Volga Video,16874,India,IN,Entertainment,463.0,97.0,139.0,51315000.0,12800.0,205300.0,153900.0,2500000.0,,2012.0,Mar,23.0,28.1,1366417754.0,5.36,471031528.0,20.593684,78.96288 +619,DM - Desi Melodies,15700000,5914071870.0,Music,DM - Desi Melodies,79,India,IN,Music,1071.0,97.0,121.0,141842000.0,35500.0,567400.0,425500.0,6800000.0,300000.0,2017.0,Jul,8.0,28.1,1366417754.0,5.36,471031528.0,20.593684,78.96288 +621,Team Films Bhojpuri,15700000,6626563508.0,Music,Team Films Bhojpuri,19703,India,IN,Music,902.0,97.0,121.0,30744000.0,7700.0,123000.0,92200.0,1500000.0,,2014.0,Jul,18.0,28.1,1366417754.0,5.36,471031528.0,20.593684,78.96288 +622,Zee Music Classic,15700000,5558051295.0,Music,Zee Music Classic,1640,India,IN,Music,1174.0,97.0,121.0,86450000.0,21600.0,345800.0,259300.0,4100000.0,100000.0,2014.0,May,20.0,28.1,1366417754.0,5.36,471031528.0,20.593684,78.96288 +623,Prime Video India,15700000,8696631898.0,Entertainment,Prime Video India,7090,United States,US,Entertainment,569.0,144.0,139.0,335111000.0,83800.0,1300000.0,1000000.0,16100000.0,1200000.0,2016.0,Oct,3.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +624,Caeli YT,15600000,1511794214.0,Entertainment,Caeli YT,483,Mexico,MX,Entertainment,7440.0,24.0,140.0,62551000.0,0.0,0.0,0.0,0.0,,2010.0,Sep,22.0,40.2,126014024.0,3.42,102626859.0,23.634501,-102.552784 +626,Linus Tech Tips,15600000,7172386509.0,Science & Technology,Linus Tech Tips,6542,Canada,CA,Tech,802.0,7.0,11.0,88224000.0,22100.0,352900.0,264700.0,4200000.0,100000.0,2008.0,Nov,25.0,68.9,36991981.0,5.56,30628482.0,56.130366,-106.346771 +627,Juliana Baltar,15600000,3869457097.0,Entertainment,Juliana Baltar,2019,Brazil,BR,Entertainment,2002.0,34.0,140.0,56218000.0,14100.0,224900.0,168700.0,2700000.0,100000.0,2010.0,May,9.0,51.3,212559417.0,12.08,183241641.0,-14.235004,-51.92528 +628,5-Minute Crafts FAMILY,15600000,6165757696.0,People & Blogs,5-Minute Crafts FAMILY,4245,United States,US,Howto,1005.0,145.0,21.0,27382000.0,6800.0,109500.0,82100.0,1300000.0,,2018.0,Dec,13.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +629,Blippi Espa�ï,15500000,8984089026.0,People & Blogs,Blippi Espa�ï,598,Mexico,MX,Education,538.0,24.0,32.0,90012000.0,22500.0,360000.0,270000.0,4300000.0,100000.0,2017.0,Jan,13.0,40.2,126014024.0,3.42,102626859.0,23.634501,-102.552784 +631,Katakit Baby TV,15500000,6386271870.0,Music,Katakit Baby TV,220,Saudi Arabia,SA,Music,954.0,4.0,122.0,90914000.0,22700.0,363700.0,272700.0,4400000.0,200000.0,2010.0,Jul,26.0,68.0,34268528.0,5.93,28807838.0,23.885942,45.079162 +632,Infobells Bangla,15500000,7776706184.0,Education,Infobells Bangla,359,India,IN,Education,687.0,98.0,32.0,167888000.0,42000.0,671600.0,503700.0,8100000.0,300000.0,2016.0,Jun,13.0,28.1,1366417754.0,5.36,471031528.0,20.593684,78.96288 +633,ýýýýýýýý ýý ýýýýýýýý,15500000,8265129639.0,Shows,ýýýýýýýý ýý ýýýýýýýý,1021,Saudi Arabia,SA,Film,619.0,4.0,33.0,135036000.0,33800.0,540100.0,405100.0,6500000.0,300000.0,2017.0,May,16.0,68.0,34268528.0,5.93,28807838.0,23.885942,45.079162 +634,Henrique e Juliano,15500000,14619523361.0,Music,Henrique e Juliano,325,Brazil,BR,Music,236.0,35.0,123.0,163678000.0,40900.0,654700.0,491000.0,7900000.0,,2009.0,Jun,27.0,51.3,212559417.0,12.08,183241641.0,-14.235004,-51.92528 +635,Mr DegrEE,15500000,12880388253.0,Science & Technology,MrDegree,0,United States,US,Entertainment,4057944.0,5048.0,4453.0,,0.0,0.0,0.0,0.0,10.0,2016.0,Mar,2.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +636,Kashvi Adlakha,15500000,12714141740.0,Entertainment,Kashvi Adlakha,1525,India,IN,Entertainment,300.0,99.0,141.0,139123000.0,34800.0,556500.0,417400.0,6700000.0,200000.0,2017.0,Apr,9.0,28.1,1366417754.0,5.36,471031528.0,20.593684,78.96288 +637,Talking Tom & Friends,15500000,6396049701.0,Entertainment,Talking Tom & Friends,417,United States,US,Film,956.0,146.0,34.0,27375000.0,6800.0,109500.0,82100.0,1300000.0,,2010.0,Oct,14.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +638,ýýýýýýýý ýýýýýýýýýýýýýý ýýýý 5 ýýýýýýýýýý,15500000,4499826716.0,Howto & Style,ýýýýýýýý ýýýýýýýýýýýýýý ýýýý 5 ýýýýýýýýýý,5183,Egypt,EG,Howto,1597.0,1.0,22.0,32916000.0,8200.0,131700.0,98700.0,1600000.0,100000.0,2017.0,Dec,8.0,35.2,100388073.0,10.76,42895824.0,26.820553,30.802498 +639,Harsh Beniwal,15400000,1781226000.0,Comedy,Harsh Beniwal,165,India,IN,Comedy,5724.0,100.0,27.0,27963000.0,7000.0,111900.0,83900.0,1300000.0,100000.0,2015.0,May,6.0,28.1,1366417754.0,5.36,471031528.0,20.593684,78.96288 +640,FFUNTV,15400000,11513738907.0,Gaming,FFUNTV,379,United Arab Emirates,AE,Entertainment,349.0,6.0,141.0,80172000.0,20000.0,320700.0,240500.0,3800000.0,200000.0,2018.0,Jul,18.0,36.8,9770529.0,2.35,8479744.0,23.424076,53.847818 +641,Mobile Legends: Bang Bang,15400000,1543608082.0,Gaming,Mobile Legends: Bang Bang,1647,United States,US,Games,6793.0,147.0,45.0,55369000.0,13800.0,221500.0,166100.0,2700000.0,100000.0,2016.0,Jul,14.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +642,Roman Atwood Vlogs,15400000,5469103954.0,People & Blogs,Roman Atwood Vlogs,1756,United States,US,People,1201.0,147.0,42.0,1583000.0,396.0,6300.0,4700.0,76000.0,,2013.0,Aug,12.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +643,Mrwhosetheboss,15400000,3736069980.0,Science & Technology,Mrwhosetheboss,1577,United Kingdom,GB,Tech,2083.0,24.0,12.0,167697000.0,41900.0,670800.0,503100.0,8000000.0,400000.0,2011.0,Apr,20.0,60.0,66834405.0,3.85,55908316.0,55.378051,-3.435973 +644,Genierock,15400000,14564170905.0,Music,Genierock,1725,Thailand,TH,Music,239.0,11.0,124.0,82798000.0,20700.0,331200.0,248400.0,4000000.0,100000.0,2008.0,Mar,9.0,49.3,69625582.0,0.75,35294600.0,15.870032,100.992541 +645,zayn,15400000,4909687948.0,Music,zayn,21,United States,US,Music,1401.0,147.0,124.0,36790000.0,9200.0,147200.0,110400.0,1800000.0,100000.0,2016.0,Jan,26.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +646,Kerajinan 5-Menit,15400000,4750420071.0,People & Blogs,Kerajinan 5-Menit,4186,Indonesia,ID,Howto,1461.0,23.0,23.0,19740000.0,4900.0,79000.0,59200.0,947500.0,,2018.0,Nov,21.0,36.3,270203917.0,4.69,151509724.0,-0.789275,113.921327 +647,FC Barcelona,15300000,2656528205.0,Sports,FC Barcelona,10988,Spain,ES,Sports,3356.0,11.0,9.0,84867000.0,21200.0,339500.0,254600.0,4100000.0,200000.0,2006.0,Feb,6.0,88.9,47076781.0,13.96,37927409.0,40.463667,-3.74922 +648,Dave and Ava - Nursery Rhymes and Baby Songs,15300000,10714145606.0,Education,Dave and Ava - Nursery Rhymes and Baby Songs,851,United States,US,Education,390.0,148.0,33.0,77053000.0,19300.0,308200.0,231200.0,3700000.0,,2014.0,Dec,4.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +649,LOKESH GAMER,15300000,1640078055.0,Gaming,LOKESH GAMER,1397,India,IN,Games,6356.0,101.0,46.0,5920000.0,1500.0,23700.0,17800.0,284200.0,,2017.0,Nov,16.0,28.1,1366417754.0,5.36,471031528.0,20.593684,78.96288 +650,ILYA BORZOV,15300000,9938811455.0,People & Blogs,ILYA BORZOV,2175,Russia,RU,People,441.0,8.0,42.0,475565000.0,118900.0,1900000.0,1400000.0,22800000.0,800000.0,2021.0,Apr,1.0,81.9,144373535.0,4.59,107683889.0,61.52401,105.318756 +651,Mazhavil Manorama,15300000,16545966132.0,Entertainment,Mazhavil Manorama,87864,India,IN,Entertainment,175.0,100.0,142.0,361483000.0,90400.0,1400000.0,1100000.0,17400000.0,300000.0,2011.0,Oct,31.0,28.1,1366417754.0,5.36,471031528.0,20.593684,78.96288 +652,Pok���������,15200000,857725714.0,People & Blogs,Pok���������,194,India,IN,Film,13929.0,100.0,35.0,65380000.0,16300.0,261500.0,196100.0,3100000.0,1300000.0,2017.0,Oct,15.0,28.1,1366417754.0,5.36,471031528.0,20.593684,78.96288 +653,The MriDul,15200000,4503880875.0,Comedy,The MriDul,106,India,IN,Comedy,1593.0,102.0,28.0,98329000.0,24600.0,393300.0,295000.0,4700000.0,200000.0,2015.0,Mar,14.0,28.1,1366417754.0,5.36,471031528.0,20.593684,78.96288 +654,Niana Guerrero,15200000,1491452935.0,Entertainment,Niana Guerrero,443,Philippines,PH,Entertainment,7153.0,6.0,144.0,9980000.0,2500.0,39900.0,29900.0,479000.0,,2013.0,Apr,11.0,35.5,108116615.0,2.15,50975903.0,12.879721,121.774017 +655,SRK MUSIC,15200000,6391679636.0,Music,SRK MUSIC,5056,India,IN,Music,955.0,102.0,126.0,57809000.0,14500.0,231200.0,173400.0,2800000.0,200000.0,2012.0,Mar,16.0,28.1,1366417754.0,5.36,471031528.0,20.593684,78.96288 +656,Sony LIV,15200000,7151683497.0,Entertainment,Sony LIV,11099,India,IN,Entertainment,794.0,102.0,144.0,210909000.0,52700.0,843600.0,632700.0,10100000.0,300000.0,2014.0,May,2.0,28.1,1366417754.0,5.36,471031528.0,20.593684,78.96288 +657,T-Series Hamaar Bhojpuri,15200000,7564652648.0,Entertainment,T-Series Hamaar Bhojpuri,9862,India,IN,Music,728.0,101.0,125.0,105978000.0,26500.0,423900.0,317900.0,5100000.0,200000.0,2011.0,Nov,1.0,28.1,1366417754.0,5.36,471031528.0,20.593684,78.96288 +658,Oyuncak Avï¿,15200000,8333387785.0,Entertainment,Oyuncak Avï¿,654,Turkey,TR,Entertainment,615.0,5.0,144.0,4427000.0,1100.0,17700.0,13300.0,212500.0,,2014.0,Dec,29.0,23.9,83429615.0,13.49,63097818.0,38.963745,35.243322 +659,CNN,15200000,14198154095.0,News & Politics,CNN,160405,United States,US,News,247.0,148.0,16.0,187006000.0,46800.0,748000.0,561000.0,9000000.0,100000.0,2005.0,Oct,2.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +660,NDTV India,15200000,6624168155.0,News & Politics,NDTV India,91704,India,IN,News,900.0,101.0,16.0,49662000.0,12400.0,198600.0,149000.0,2400000.0,100000.0,2008.0,Jan,19.0,28.1,1366417754.0,5.36,471031528.0,20.593684,78.96288 +661,It's Mamix,15100000,1777072487.0,People & Blogs,It's Mamix,210,United States,US,People,5778.0,150.0,44.0,15984000.0,4000.0,63900.0,48000.0,767200.0,,2017.0,Feb,1.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +663,Daftar Populer,15100000,2143140898.0,Education,Daftar Populer,3810,Indonesia,ID,Entertainment,4520.0,24.0,144.0,17231000.0,4300.0,68900.0,51700.0,827100.0,100000.0,2017.0,Jan,16.0,36.3,270203917.0,4.69,151509724.0,-0.789275,113.921327 +664,Musas,15100000,2400037562.0,Howto & Style,Jordi Sala,159,Andorra,AD,People,3889418.0,504.0,7615.0,86.0,0.02,0.34,0.26,4.0,,2006.0,Mar,12.0,,,,,, +665,Ranz Kyle,15100000,1760131384.0,People & Blogs,Ranz Kyle,533,Philippines,PH,Entertainment,5849.0,7.0,145.0,12376000.0,3100.0,49500.0,37100.0,594000.0,,2008.0,Apr,27.0,35.5,108116615.0,2.15,50975903.0,12.879721,121.774017 +666,PowerfulJRE,15100000,3060202847.0,People & Blogs,PowerfulJRE,1037,United States,US,People,2796.0,149.0,43.0,43409000.0,10900.0,173600.0,130200.0,2100000.0,200000.0,2013.0,Jan,12.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +667,Mariale,15100000,2761547758.0,Howto & Style,Mariale,2618,United States,US,Entertainment,3241.0,150.0,145.0,11956000.0,3000.0,47800.0,35900.0,573900.0,,2010.0,Jan,6.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +668,Makiman131,15100000,4236036141.0,Gaming,Makiman131,2997,Spain,ES,Entertainment,1760.0,12.0,145.0,5972000.0,1500.0,23900.0,17900.0,286600.0,,2013.0,Feb,12.0,88.9,47076781.0,13.96,37927409.0,40.463667,-3.74922 +670,Mohamed Ramadan I ������ï,15100000,5324913850.0,People & Blogs,Mohamed Ramadan I ������ï,753,Egypt,EG,Entertainment,1242.0,2.0,145.0,46060000.0,11500.0,184200.0,138200.0,2200000.0,100000.0,2014.0,Oct,31.0,35.2,100388073.0,10.76,42895824.0,26.820553,30.802498 +671,EdisonPts,15100000,6668507856.0,Gaming,EdisonPts,3733,Russia,RU,Games,894.0,10.0,47.0,95603000.0,23900.0,382400.0,286800.0,4600000.0,100000.0,2013.0,Jun,24.0,81.9,144373535.0,4.59,107683889.0,61.52401,105.318756 +672,BIGBANG,15100000,7857371770.0,Music,BIGBANG,776,South Korea,KR,Music,680.0,13.0,127.0,40806000.0,10200.0,163200.0,122400.0,2000000.0,,2005.0,Oct,10.0,94.3,51709098.0,4.15,42106719.0,35.907757,127.766922 +673,Rub������,15100000,9477021288.0,Comedy,Rub������,921,Argentina,AR,Comedy,491.0,13.0,28.0,512343000.0,128100.0,2000000.0,1500000.0,24600000.0,700000.0,2016.0,Aug,2.0,90.0,44938712.0,9.79,41339571.0,-38.416097,-63.616672 +674,ABS-CBN News,15100000,10489367372.0,News & Politics,ABS-CBN News,209520,Philippines,PH,News,404.0,7.0,17.0,181644000.0,45400.0,726600.0,544900.0,8700000.0,100000.0,2009.0,Oct,22.0,35.5,108116615.0,2.15,50975903.0,12.879721,121.774017 +675,Chapitosiki,15100000,13897932103.0,Entertainment,Chapitosiki,2717,Russia,RU,Entertainment,256.0,9.0,143.0,713509000.0,178400.0,2900000.0,2100000.0,34200000.0,700000.0,2020.0,Jan,24.0,81.9,144373535.0,4.59,107683889.0,61.52401,105.318756 +676,AdeleVEVO,15100000,12413869881.0,Music,AdeleVEVO,52,United Kingdom,GB,Music,309.0,25.0,127.0,84750000.0,21200.0,339000.0,254300.0,4100000.0,100000.0,2009.0,Oct,15.0,60.0,66834405.0,3.85,55908316.0,55.378051,-3.435973 +677,MoreAliA,15000000,4352427049.0,Gaming,MoreAliA,2324,United Kingdom,GB,Games,1663.0,25.0,47.0,250995000.0,62700.0,1000000.0,753000.0,12000000.0,600000.0,2013.0,May,6.0,60.0,66834405.0,3.85,55908316.0,55.378051,-3.435973 +678,Chetan Monga Vlogs,15000000,9924103188.0,People & Blogs,Chetan Monga Vlogs,899,India,IN,People,457.0,104.0,45.0,113572000.0,28400.0,454300.0,340700.0,5500000.0,400000.0,2014.0,Aug,17.0,28.1,1366417754.0,5.36,471031528.0,20.593684,78.96288 +679,Little Angel - M����������,15000000,8897705695.0,Entertainment,Little Angel - M�����������,795,Brazil,BR,Education,548.0,36.0,34.0,145478000.0,36400.0,581900.0,436400.0,7000000.0,,2018.0,Jan,26.0,51.3,212559417.0,12.08,183241641.0,-14.235004,-51.92528 +680,League of Legends,15000000,7159750970.0,Gaming,League of Legends,1362,United States,US,Games,805.0,151.0,48.0,43133000.0,10800.0,172500.0,129400.0,2100000.0,,2009.0,Feb,9.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +681,TheRichest,15000000,2730879024.0,Education,Therichest,0,United States,US,Games,4057944.0,7692.0,7445.0,,0.0,0.0,0.0,0.0,,2006.0,May,25.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +682,XpressTV,15000000,4008801873.0,Entertainment,XpressTV,724,Mexico,MX,Entertainment,1907.0,26.0,146.0,33880000.0,8500.0,135500.0,101600.0,1600000.0,100000.0,2014.0,Nov,17.0,40.2,126014024.0,3.42,102626859.0,23.634501,-102.552784 +683,PlayStation,15000000,4741434420.0,Gaming,PlayStation,20292,United States,US,Games,1469.0,151.0,48.0,41789000.0,10400.0,167200.0,125400.0,2000000.0,100000.0,2005.0,Dec,16.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +684,Kwebbelkop,15000000,6889304306.0,Gaming,Kwebbelkop,5198,United States,US,Film,857.0,151.0,37.0,29724000.0,7400.0,118900.0,89200.0,1400000.0,100000.0,2008.0,Apr,2.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +685,Republic Bharat,15000000,7536093065.0,News & Politics,Gyani Beast,206,India,IN,News,1145576.0,2573.0,1992.0,998.0,0.25,4.0,3.0,48.0,,2018.0,Aug,16.0,28.1,1366417754.0,5.36,471031528.0,20.593684,78.96288 +686,THE BROWN SIBLINGS,15000000,8658553456.0,Entertainment,THE BROWN SIBLINGS,965,India,IN,Entertainment,577.0,103.0,145.0,102357000.0,25600.0,409400.0,307100.0,4900000.0,200000.0,2016.0,Oct,9.0,28.1,1366417754.0,5.36,471031528.0,20.593684,78.96288 +687,Sony Music South,15000000,9978734160.0,Music,Sony Music South,2726,India,IN,Music,439.0,103.0,127.0,242185000.0,60500.0,968700.0,726600.0,11600000.0,300000.0,2014.0,Aug,6.0,28.1,1366417754.0,5.36,471031528.0,20.593684,78.96288 +689,Ray William Johnson,15000000,10239836582.0,Entertainment,Ray William Johnson,1803,United States,US,Comedy,423.0,151.0,29.0,312858000.0,78200.0,1300000.0,938600.0,15000000.0,200000.0,2008.0,May,26.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +690,KOMPASTV,15000000,11827310821.0,News & Politics,KOMPASTV,269050,Indonesia,ID,News,331.0,25.0,17.0,113064000.0,28300.0,452300.0,339200.0,5400000.0,100000.0,2013.0,Aug,23.0,36.3,270203917.0,4.69,151509724.0,-0.789275,113.921327 +691,ISSEI / ����,15000000,13562853889.0,Comedy,ISSEI / ����,1788,Japan,JP,Comedy,277.0,5.0,29.0,282372000.0,70600.0,1100000.0,847100.0,13600000.0,900000.0,2014.0,Jul,23.0,63.2,126226568.0,2.29,115782416.0,36.204824,138.252924 +692,Z������ï,15000000,11506702632.0,Music,Z������ï,340,Brazil,BR,Music,347.0,36.0,128.0,182871000.0,45700.0,731500.0,548600.0,8800000.0,,2012.0,Apr,3.0,51.3,212559417.0,12.08,183241641.0,-14.235004,-51.92528 +693,A2 Motivation by Arvind Arora,15000000,8932038210.0,Entertainment,A2 Motivation by Arvind Arora,3168,India,IN,Entertainment,544.0,104.0,146.0,130731000.0,32700.0,522900.0,392200.0,6300000.0,200000.0,2017.0,Apr,7.0,28.1,1366417754.0,5.36,471031528.0,20.593684,78.96288 +694,50 Cent,14900000,10069000444.0,Music,50 Cent,419,United States,US,Music,435.0,152.0,129.0,119812000.0,30000.0,479200.0,359400.0,5800000.0,100000.0,2007.0,Feb,8.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +695,MNCTV OFFICIAL,14900000,8074260978.0,Entertainment,MNCTV OFFICIAL,66362,Indonesia,ID,Entertainment,639.0,26.0,146.0,43581000.0,10900.0,174300.0,130700.0,2100000.0,100000.0,2012.0,Nov,29.0,36.3,270203917.0,4.69,151509724.0,-0.789275,113.921327 +696,ERB,14900000,4033400167.0,Entertainment,ERB,86,United States,US,Entertainment,1886.0,152.0,147.0,11043000.0,2800.0,44200.0,33100.0,530100.0,,2006.0,Feb,8.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +697,melanie martinez,14900000,4395184343.0,Music,melanie martinez,127,United States,US,Music,1656.0,152.0,129.0,56358000.0,14100.0,225400.0,169100.0,2700000.0,100000.0,2007.0,Nov,3.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +698,iTownGamePlay *Terror&Diversi�ï,14900000,4977284539.0,Entertainment,iTownGamePlay *Terror&Diversi�ï,8420,Spain,ES,Games,1377.0,13.0,49.0,13857000.0,3500.0,55400.0,41600.0,665200.0,100000.0,2012.0,Feb,15.0,88.9,47076781.0,13.96,37927409.0,40.463667,-3.74922 +699,ýýýýýýýýýýýý8 : Thai Ch8,14900000,5549770244.0,Entertainment,ýýýýýýýýýýýý8 : Thai Ch8,27944,Thailand,TH,Entertainment,1181.0,12.0,147.0,49556000.0,12400.0,198200.0,148700.0,2400000.0,100000.0,2011.0,Oct,17.0,49.3,69625582.0,0.75,35294600.0,15.870032,100.992541 +701,ýýýýýý,14900000,439098.0,People & Blogs,ýýýýýý,1,Russia,RU,News,3609784.0,10.0,19.0,7697.0,2.0,31.0,23.0,369.0,,2008.0,Aug,11.0,81.9,144373535.0,4.59,107683889.0,61.52401,105.318756 +702,TazerCraft,14900000,5956193599.0,Gaming,TazerCraft,4175,Brazil,BR,Games,1066.0,37.0,49.0,39775000.0,9900.0,159100.0,119300.0,1900000.0,100000.0,2011.0,Jul,13.0,51.3,212559417.0,12.08,183241641.0,-14.235004,-51.92528 +703,Bayashi TV,14900000,8615618825.0,Entertainment,ýýýýýýýýýýýýýýýýýýBAYASHITV,93,Japan,JP,Autos,3468229.0,3508.0,3271.0,2477.0,0.62,10.0,7.0,119.0,9.0,2012.0,Nov,19.0,63.2,126226568.0,2.29,115782416.0,36.204824,138.252924 +704,Fueled By Ramen,14800000,13356517783.0,Music,Fueled By Ramen,1210,United States,US,Entertainment,276.0,153.0,148.0,61205000.0,15300.0,244800.0,183600.0,2900000.0,,2006.0,Jun,9.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +705,CrashCourse,14800000,1833519700.0,Education,CrashCourse,1481,United States,US,Education,5533.0,153.0,35.0,7177000.0,1800.0,28700.0,21500.0,344500.0,,2006.0,May,20.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +706,MattyBRaps,14800000,3587576784.0,Music,MattyBRaps,195,United States,US,Music,2226.0,153.0,130.0,22980000.0,5700.0,91900.0,68900.0,1100000.0,,2010.0,May,31.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +707,Lachlan,14800000,5269059435.0,Gaming,Lachlan,3834,Australia,AU,Games,1253.0,7.0,50.0,21072000.0,5300.0,84300.0,63200.0,1000000.0,,2013.0,Mar,19.0,113.1,25766605.0,5.27,21844756.0,-25.274398,133.775136 +708,ýýýýýýýý ýýýýýýýý,14800000,7018015062.0,Howto & Style,ýýýýýýýý ýýýýýýýý,2387,Ukraine,UA,Howto,828.0,3.0,25.0,47117000.0,11800.0,188500.0,141400.0,2300000.0,,2015.0,Oct,12.0,82.7,44385155.0,8.88,30835699.0,48.379433,31.16558 +709,Meghan Trainor,14800000,8649303688.0,People & Blogs,Meghan Trainor,233,United States,US,Music,580.0,153.0,130.0,51645000.0,12900.0,206600.0,154900.0,2500000.0,,2008.0,Jun,4.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +710,Jorge & Mateus Oficial,14800000,9076642765.0,Music,Jorge & Mateus Oficial,318,Brazil,BR,Music,529.0,38.0,130.0,88120000.0,22000.0,352500.0,264400.0,4200000.0,,2008.0,Jul,29.0,51.3,212559417.0,12.08,183241641.0,-14.235004,-51.92528 +712,Beast Philanthropy,14800000,272678287.0,People & Blogs,Beast Philanthropy,34,Germany,DE,Games,3968552.0,2600.0,4443.0,37883.0,9.0,152.0,114.0,1800.0,3580.0,2015.0,Jan,31.0,70.2,83132799.0,3.04,64324835.0,51.165691,10.451526 +714,5-Minute Crafts Recycle,14800000,8866012877.0,People & Blogs,5-Minute Crafts Recycle,3867,United States,US,Howto,554.0,153.0,25.0,53181000.0,13300.0,212700.0,159500.0,2600000.0,,2019.0,Jun,7.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +715,ýýýýýýýýýý ýýýýýýýýýýýý,14700000,2230986039.0,Entertainment,ýýýýýýýýýý ýýýýýýýýýýýý,1385,Saudi Arabia,SA,Entertainment,4276.0,5.0,149.0,2694000.0,673.0,10800.0,8100.0,129300.0,,2016.0,May,27.0,68.0,34268528.0,5.93,28807838.0,23.885942,45.079162 +716,Maha Fun Tv,14700000,1321380490.0,Entertainment,Maha Fun Tv,85,United States,US,Entertainment,8317.0,154.0,149.0,4781000.0,1200.0,19100.0,14300.0,229500.0,,2017.0,Sep,5.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +717,Canal Nostalgia,14700000,1506796393.0,Entertainment,Canal Nostalgia TV,554,Spain,ES,Entertainment,325721.0,1549.0,2275.0,226420.0,57.0,906.0,679.0,10900.0,600.0,2010.0,Feb,19.0,88.9,47076781.0,13.96,37927409.0,40.463667,-3.74922 +718,The Slow Mo Guys,14700000,2465473772.0,Entertainment,The Slow Mo Guys,317,United States,US,Education,3746.0,154.0,36.0,18978000.0,4700.0,75900.0,56900.0,911000.0,,2010.0,Aug,15.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +719,StudyIQ IAS,14700000,4029253667.0,Education,StudyIQ IAS,43564,India,IN,Education,1879.0,106.0,36.0,74483000.0,18600.0,297900.0,223400.0,3600000.0,200000.0,2015.0,Jun,22.0,28.1,1366417754.0,5.36,471031528.0,20.593684,78.96288 +720,Chad Wild Clay,14700000,6751985988.0,Comedy,Chad Wild Clay,698,United States,US,Entertainment,885.0,154.0,149.0,36338000.0,9100.0,145400.0,109000.0,1700000.0,100000.0,2006.0,Mar,26.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +721,CollegeHumor,14700000,7255848125.0,Comedy,CollegeHumor,4340,United States,US,Comedy,798.0,154.0,30.0,55583000.0,0.0,0.0,0.0,0.0,,2006.0,Oct,9.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +722,Netflix Jr.,14700000,8882319696.0,Education,Netflix Jr.,1996,United States,US,Education,552.0,154.0,36.0,79402000.0,19900.0,317600.0,238200.0,3800000.0,100000.0,2012.0,Jan,28.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +723,Colors Rishtey,14700000,12362331529.0,Entertainment,Colors Rishtey,23490,India,IN,Entertainment,310.0,105.0,148.0,347603000.0,86900.0,1400000.0,1000000.0,16700000.0,400000.0,2013.0,Nov,28.0,28.1,1366417754.0,5.36,471031528.0,20.593684,78.96288 +724,ABC News,14700000,12961669452.0,News & Politics,ABC News,80830,United States,US,News,289.0,154.0,18.0,185709000.0,46400.0,742800.0,557100.0,8900000.0,100000.0,2006.0,Aug,7.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +725,Camila Loures,14700000,4684983333.0,Music,Camila Loures,3978,Brazil,BR,Entertainment,1501.0,39.0,149.0,40975000.0,10200.0,163900.0,122900.0,2000000.0,100000.0,2014.0,May,27.0,51.3,212559417.0,12.08,183241641.0,-14.235004,-51.92528 +726,Doc Tops,14600000,2613197447.0,Entertainment,Doc Tops,490,Ecuador,EC,Entertainment,3458.0,1.0,150.0,16409000.0,4100.0,65600.0,49200.0,787600.0,100000.0,2014.0,Dec,29.0,44.9,17373662.0,3.97,11116711.0,-1.831239,-78.183406 +727,Auron,14600000,3337074920.0,People & Blogs,Auron,961,Spain,ES,Games,2455.0,14.0,51.0,60568000.0,15100.0,242300.0,181700.0,2900000.0,,2013.0,Dec,12.0,88.9,47076781.0,13.96,37927409.0,40.463667,-3.74922 +728,Jesser,14600000,3603556207.0,Gaming,Jesser,1244,United States,US,Entertainment,2223.0,155.0,150.0,92594000.0,23100.0,370400.0,277800.0,4400000.0,400000.0,2012.0,Jul,9.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +729,Planeta das G��,14600000,4622581344.0,People & Blogs,Planeta das G��,951,Brazil,BR,Entertainment,1534.0,40.0,150.0,10547000.0,2600.0,42200.0,31600.0,506300.0,,2015.0,Nov,21.0,51.3,212559417.0,12.08,183241641.0,-14.235004,-51.92528 +730,PrestonPlayz,14600000,5766647017.0,Gaming,Preston,4009,United States,US,Entertainment,621.0,78.0,72.0,151697000.0,37900.0,606800.0,455100.0,7300000.0,200000.0,2012.0,Jul,4.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +731,Martin Garrix,14600000,6017932195.0,Music,Martin Garrix,365,United States,US,Music,1044.0,155.0,131.0,35528000.0,8900.0,142100.0,106600.0,1700000.0,,2011.0,Jan,15.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +732,O Reino Infantil,14600000,11182302317.0,Music,O Reino Infantil,1206,Brazil,BR,Music,369.0,40.0,131.0,109865000.0,27500.0,439500.0,329600.0,5300000.0,100000.0,2014.0,Aug,19.0,51.3,212559417.0,12.08,183241641.0,-14.235004,-51.92528 +733,Fifth Harmony,14600000,7952268926.0,Music,Fifth Harmony,67,United States,US,Music,659.0,155.0,131.0,37632000.0,9400.0,150500.0,112900.0,1800000.0,,2013.0,Feb,21.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +734,Mis Pastelitos,14600000,2750902766.0,Howto & Style,Mis Pastelitos,603,Mexico,MX,Music,3248.0,27.0,131.0,50677000.0,12700.0,202700.0,152000.0,2400000.0,100000.0,2014.0,Jun,24.0,40.2,126014024.0,3.42,102626859.0,23.634501,-102.552784 +735,Noman Official,14600000,5525773746.0,Comedy,Noman Official,560,India,IN,Film,1185.0,106.0,38.0,139116000.0,34800.0,556500.0,417300.0,6700000.0,500000.0,2019.0,Oct,28.0,28.1,1366417754.0,5.36,471031528.0,20.593684,78.96288 +736,LEGENDA FUNK,14500000,2440718089.0,Music,LegendaFUNK,0,Brazil,BR,Music,,,,,0.0,0.0,0.0,0.0,,,,,51.3,212559417.0,12.08,183241641.0,-14.235004,-51.92528 +737,Like Nastya Stories,14500000,6944967581.0,Entertainment,Like Nastya Stories,479,United States,US,Entertainment,848.0,156.0,151.0,29941000.0,7500.0,119800.0,89800.0,1400000.0,,2019.0,Sep,9.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +738,les boys tv2,14500000,4577292740.0,Entertainment,les boys tv2,453,United States,US,Film,1565.0,156.0,39.0,449576.0,112.0,1800.0,1300.0,21600.0,,2017.0,Feb,7.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +740,IDEIAS INCR��,14500000,3551889957.0,Howto & Style,IDEIAS INCR��,5430,Brazil,BR,Howto,2269.0,41.0,26.0,2838000.0,709.0,11400.0,8500.0,136200.0,,2017.0,Oct,30.0,51.3,212559417.0,12.08,183241641.0,-14.235004,-51.92528 +741,Reaction Time,14500000,4260187928.0,Entertainment,Reaction Time,1717,United States,US,Entertainment,1747.0,156.0,151.0,9910000.0,2500.0,39600.0,29700.0,475700.0,,2015.0,Apr,25.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +742,BBC News,14500000,4598387043.0,News & Politics,BBC News,18972,United Kingdom,GB,News,1548.0,26.0,19.0,66273000.0,16600.0,265100.0,198800.0,3200000.0,100000.0,2006.0,Apr,8.0,60.0,66834405.0,3.85,55908316.0,55.378051,-3.435973 +744,Boram Tube ToysReview [��������ï¿,14500000,5014888374.0,People & Blogs,Boram Tube ToysReview [��������ï,618,South Korea,KR,People,1364.0,14.0,47.0,4960000.0,1200.0,19800.0,14900.0,238100.0,,2016.0,May,18.0,94.3,51709098.0,4.15,42106719.0,35.907757,127.766922 +745,Aadishakti Films,14500000,6290721701.0,Music,Aadishakti Films,4790,India,IN,Music,981.0,107.0,132.0,48447000.0,12100.0,193800.0,145300.0,2300000.0,200000.0,2016.0,Oct,28.0,28.1,1366417754.0,5.36,471031528.0,20.593684,78.96288 +746,Telemundo,14500000,8582696157.0,Entertainment,Telemundo,19201,United States,US,Entertainment,592.0,156.0,151.0,48285000.0,12100.0,193100.0,144900.0,2300000.0,,2007.0,Jan,3.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +747,GMM25Thailand,14500000,9383692066.0,Entertainment,GMM25Thailand,68606,Thailand,TH,Entertainment,502.0,13.0,151.0,45622000.0,11400.0,182500.0,136900.0,2200000.0,100000.0,2011.0,Jun,8.0,49.3,69625582.0,0.75,35294600.0,15.870032,100.992541 +748,TV9 Bharatvarsh,14500000,10303519926.0,People & Blogs,TV9 Bharatvarsh,293516,India,IN,News,414.0,106.0,18.0,418474000.0,104600.0,1700000.0,1300000.0,20100000.0,700000.0,2018.0,Nov,19.0,28.1,1366417754.0,5.36,471031528.0,20.593684,78.96288 +749,Maroon5VEVO,14500000,20042571499.0,Music,Maroon5VEVO,147,United States,US,Music,123.0,156.0,132.0,98185000.0,24500.0,392700.0,294600.0,4700000.0,,2009.0,May,12.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +750,Saad Lamjarred | �����ï¿,14500000,4315486422.0,Music,Saad Lamjarred | �����ï¿,176,Morocco,MA,Music,1710.0,1.0,132.0,37577000.0,9400.0,150300.0,112700.0,1800000.0,,2012.0,Dec,22.0,35.9,36910560.0,9.02,22975026.0,31.791702,-7.09262 +752,Lilly Singh,14500000,3517662420.0,Comedy,Lilly Singh,1064,Canada,CA,Comedy,2297.0,8.0,31.0,5329000.0,1300.0,21300.0,16000.0,255800.0,,2010.0,Oct,29.0,68.9,36991981.0,5.56,30628482.0,56.130366,-106.346771 +753,ýýýýýýýýýýýýýýýýýýýýý,14400000,600154268.0,Entertainment,ýýýýýýýýýýýýýýýýýýýýý,364,South Korea,KR,Entertainment,21132.0,14.0,151.0,1370000.0,342.0,5500.0,4100.0,65700.0,300000.0,2017.0,Mar,8.0,94.3,51709098.0,4.15,42106719.0,35.907757,127.766922 +754,Gyan Gaming�,14400000,2224121890.0,Gaming,Gyan Gaming�,3086,India,IN,Games,4292.0,107.0,52.0,13891000.0,3500.0,55600.0,41700.0,666800.0,100000.0,2017.0,Sep,1.0,28.1,1366417754.0,5.36,471031528.0,20.593684,78.96288 +755,Drawblogs,14400000,1629801448.0,Entertainment,Drawblogs,399,Peru,PE,Entertainment,6402.0,1.0,152.0,1002000.0,251.0,4000.0,3000.0,48100.0,,2014.0,May,20.0,70.7,32510453.0,3.31,25390339.0,-9.189967,-75.015152 +757,ýýýýýýýýýýýý ýýýýýýýýýýýý I ýýýýýý ýý ýýýýýýýýýý,14400000,2972474215.0,Entertainment,ýýýýýýýýýýýý ýýýýýýýýýýýý I ýýýýýý ýý ýýýýýýýýý,381,Saudi Arabia,SA,Entertainment,2934.0,6.0,152.0,4673000.0,1200.0,18700.0,14000.0,224300.0,,2017.0,Dec,1.0,68.0,34268528.0,5.93,28807838.0,23.885942,45.079162 +758,Cyprien,14400000,3086254545.0,Comedy,Cyprien,222,France,FR,Comedy,2767.0,2.0,32.0,11417000.0,2900.0,45700.0,34300.0,548000.0,,2007.0,Feb,25.0,65.6,67059887.0,8.43,54123364.0,46.227638,2.213749 +759,Rclbeauty101,14400000,3900312631.0,Comedy,Rclbeauty101,463,United States,US,Entertainment,1986.0,157.0,152.0,8636000.0,2200.0,34500.0,25900.0,414500.0,,2010.0,Dec,14.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +760,Coke Studio,14400000,4035738731.0,Music,Rohail Hyatt,450,United States,US,Music,23796.0,962.0,836.0,3557000.0,889.0,14200.0,10700.0,170700.0,10000.0,2008.0,Jun,4.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +761,Indore Physical Academy,14400000,4156427797.0,People & Blogs,Indore Physical Academy,1838,India,IN,People,1793.0,107.0,47.0,70409000.0,17600.0,281600.0,211200.0,3400000.0,200000.0,2014.0,Apr,19.0,28.1,1366417754.0,5.36,471031528.0,20.593684,78.96288 +762,Rosanna Pansino,14400000,4597228794.0,Howto & Style,Rosanna Pansino,1248,United States,US,Howto,1552.0,157.0,27.0,26683000.0,6700.0,106700.0,80000.0,1300000.0,,2010.0,Apr,8.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +763,Harry Styles,14400000,5689224452.0,People & Blogs,harrystyles,0,United States,US,Games,4037956.0,7574.0,7340.0,,0.0,0.0,0.0,0.0,,,,,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +765,RS 1313 SHORTS,14400000,8011977288.0,Entertainment,RS 1313 SHORTS,5628,India,IN,Entertainment,647.0,108.0,152.0,212639000.0,53200.0,850600.0,637900.0,10200000.0,200000.0,2020.0,Oct,24.0,28.1,1366417754.0,5.36,471031528.0,20.593684,78.96288 +767,SelenaGomezVEVO,14400000,11423792969.0,Music,SelenaGomezVEVO,186,United States,US,Music,354.0,157.0,133.0,88657000.0,22200.0,354600.0,266000.0,4300000.0,,2009.0,Nov,24.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +768,ZEE5,14400000,18515587421.0,Entertainment,ZEE5,101401,India,IN,Entertainment,142.0,108.0,152.0,149799000.0,37400.0,599200.0,449400.0,7200000.0,100000.0,2018.0,Feb,13.0,28.1,1366417754.0,5.36,471031528.0,20.593684,78.96288 +769,Super Polina,14300000,4776507159.0,People & Blogs,Super Polina,576,United States,US,Entertainment,1452.0,158.0,153.0,413774.0,103.0,1700.0,1200.0,19900.0,100000.0,2014.0,Jul,8.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +770,Rebecca Zamolo,14300000,6388439235.0,Comedy,RebeccaZamolo,1,United States,US,Entertainment,4054606.0,6342.0,5464.0,,0.0,0.0,0.0,0.0,,2011.0,Aug,4.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +771,Wish 107.5,14200000,6048517979.0,Music,Wish 107.5,1823,Philippines,PH,Music,1036.0,8.0,134.0,62658000.0,15700.0,250600.0,188000.0,3000000.0,,2014.0,Jul,13.0,35.5,108116615.0,2.15,50975903.0,12.879721,121.774017 +772,Invento na Hora,14200000,4040297006.0,Film & Animation,Invento na Hora,1281,Brazil,BR,Entertainment,1877.0,43.0,154.0,19029000.0,4800.0,76100.0,57100.0,913400.0,,2014.0,Oct,18.0,51.3,212559417.0,12.08,183241641.0,-14.235004,-51.92528 +773,SIS vs BRO,14200000,6973932553.0,Entertainment,SiS,60,Ukraine,UA,Entertainment,3739171.0,2460.0,4686.0,105.0,0.03,0.42,0.32,5.0,10.0,2016.0,Aug,3.0,82.7,44385155.0,8.88,30835699.0,48.379433,31.16558 +774,NikkieTutorials,14200000,1778318927.0,Howto & Style,NikkieTutorials,876,Netherlands,NL,Entertainment,5764.0,2.0,154.0,35934000.0,9000.0,143700.0,107800.0,1700000.0,,2008.0,Jun,23.0,85.0,17332850.0,3.2,15924729.0,52.132633,5.291266 +775,TommyInnit,14200000,2084791147.0,Gaming,TommyInnit,342,United Kingdom,GB,Games,4696.0,27.0,55.0,54291000.0,13600.0,217200.0,162900.0,2600000.0,200000.0,2015.0,Dec,24.0,60.0,66834405.0,3.85,55908316.0,55.378051,-3.435973 +776,E-MasterSensei,14200000,3920559552.0,Gaming,E-MasterSensei,1300,Mexico,MX,Games,1971.0,28.0,54.0,44575000.0,11100.0,178300.0,133700.0,2100000.0,200000.0,2016.0,Jan,13.0,40.2,126014024.0,3.42,102626859.0,23.634501,-102.552784 +777,infobells - Kannada,14200000,6554000320.0,Education,infobells - Kannada,433,India,IN,Education,912.0,110.0,37.0,141688000.0,35400.0,566800.0,425100.0,6800000.0,300000.0,2014.0,Mar,13.0,28.1,1366417754.0,5.36,471031528.0,20.593684,78.96288 +780,SEVENGERS,14200000,10238593147.0,Comedy,SEVENGERS,872,India,IN,Comedy,422.0,110.0,33.0,367898000.0,92000.0,1500000.0,1100000.0,17700000.0,400000.0,2018.0,Jun,4.0,28.1,1366417754.0,5.36,471031528.0,20.593684,78.96288 +781,Zee Bangla,14200000,11428794827.0,Entertainment,Zee Bangla,132398,India,IN,Entertainment,352.0,109.0,153.0,59927000.0,15000.0,239700.0,179800.0,2900000.0,200000.0,2008.0,Feb,26.0,28.1,1366417754.0,5.36,471031528.0,20.593684,78.96288 +782,DangMattSmith,14200000,3317805543.0,Entertainment,DangMattSmith,1724,United States,US,Entertainment,2485.0,159.0,154.0,12902000.0,3200.0,51600.0,38700.0,619300.0,,2011.0,Aug,18.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +783,Neha Kakkar,14100000,2131548711.0,Music,Neha Kakkar,149,India,IN,Music,4624.0,110.0,134.0,25605000.0,6400.0,102400.0,76800.0,1200000.0,100000.0,2012.0,Oct,22.0,28.1,1366417754.0,5.36,471031528.0,20.593684,78.96288 +786,Trap City,14100000,5129529846.0,Music,TrapCity,3,Australia,AU,People,4032620.0,3671.0,7629.0,147.0,0.04,0.59,0.44,7.0,1.0,2015.0,Nov,4.0,113.1,25766605.0,5.27,21844756.0,-25.274398,133.775136 +787,Supercar Blondie,14100000,5405563355.0,Autos & Vehicles,Supercar Blondie,855,United Arab Emirates,AE,Autos,1202.0,7.0,1.0,353259000.0,88300.0,1400000.0,1100000.0,17000000.0,500000.0,2007.0,Sep,12.0,36.8,9770529.0,2.35,8479744.0,23.424076,53.847818 +788,Yudist Ardhana,14100000,6036496916.0,Entertainment,Yudist Ardhana,2854,Indonesia,ID,Entertainment,1029.0,27.0,154.0,176062000.0,44000.0,704200.0,528200.0,8500000.0,400000.0,2016.0,Jan,6.0,36.3,270203917.0,4.69,151509724.0,-0.789275,113.921327 +789,Lana Del Rey,14100000,6884215292.0,Music,Lana Del Rey,43,United States,US,Music,856.0,160.0,135.0,135563000.0,33900.0,542300.0,406700.0,6500000.0,200000.0,2011.0,May,5.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +790,MalumaVEVO,14100000,19013942981.0,Music,MalumaVEVO,182,United States,US,Music,138.0,160.0,135.0,98834000.0,24700.0,395300.0,296500.0,4700000.0,,2011.0,Jun,15.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +791,F2Freestylers - Ultimate Soccer Skills Channel,14100000,3280481927.0,Sports,F2Freestylers - Ultimate Soccer Skills Chann�,777,United Kingdom,GB,Sports,2530.0,28.0,10.0,10222000.0,2600.0,40900.0,30700.0,490600.0,,2011.0,Apr,9.0,60.0,66834405.0,3.85,55908316.0,55.378051,-3.435973 +792,Bie The Ska,14100000,4627069704.0,Entertainment,Bie The Ska,1540,Thailand,TH,Entertainment,1531.0,14.0,155.0,12502000.0,3100.0,50000.0,37500.0,600100.0,100000.0,2006.0,Oct,3.0,49.3,69625582.0,0.75,35294600.0,15.870032,100.992541 +793,AM3NlC,14000000,4959982720.0,Gaming,AM3NlC,5757,Brazil,BR,People,1392.0,45.0,49.0,10210000.0,2600.0,40800.0,30600.0,490100.0,,2012.0,Dec,15.0,51.3,212559417.0,12.08,183241641.0,-14.235004,-51.92528 +794,Narins Beauty,14000000,2214167846.0,Howto & Style,Narins Beauty,431,Sweden,SE,Entertainment,4325.0,3.0,156.0,13709000.0,3400.0,54800.0,41100.0,658000.0,,2014.0,Sep,24.0,67.0,10285453.0,6.48,9021165.0,60.128161,18.643501 +795,TV Ana Emilia,14000000,4674164601.0,People & Blogs,TV Ana Emilia,651,Mexico,MX,Entertainment,1504.0,29.0,156.0,26783000.0,6700.0,107100.0,80300.0,1300000.0,100000.0,2014.0,Dec,30.0,40.2,126014024.0,3.42,102626859.0,23.634501,-102.552784 +796,ýýýýýýýýýýýý,14000000,7719743112.0,Gaming,ýýýýýýýýýýýý,2210,Russia,RU,Games,703.0,12.0,56.0,150570000.0,37600.0,602300.0,451700.0,7200000.0,200000.0,2013.0,Oct,26.0,81.9,144373535.0,4.59,107683889.0,61.52401,105.318756 +797,Luli Pamp�,14000000,8623705301.0,Music,Luli Pamp�,294,Spain,ES,Music,579.0,15.0,136.0,201659000.0,50400.0,806600.0,605000.0,9700000.0,100000.0,2012.0,Dec,22.0,88.9,47076781.0,13.96,37927409.0,40.463667,-3.74922 +798,Gallina Pintadita,14000000,9660950823.0,Music,Gallina Pintadita,62,Mexico,MX,Film,477.0,29.0,40.0,70626000.0,17700.0,282500.0,211900.0,3400000.0,,2011.0,Aug,2.0,40.2,126014024.0,3.42,102626859.0,23.634501,-102.552784 +799,ViralHog,14000000,18917687143.0,People & Blogs,ViralHog,41117,United States,US,Animals,136.0,159.0,3.0,1364000000.0,340900.0,5500000.0,4100000.0,65500000.0,1100000.0,2014.0,Aug,22.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +800,ETV Jabardasth,14000000,13542939513.0,People & Blogs,ETV Jabardasth,9652,India,IN,Comedy,268.0,111.0,34.0,133584000.0,33400.0,534300.0,400800.0,6400000.0,100000.0,2015.0,Jul,14.0,28.1,1366417754.0,5.36,471031528.0,20.593684,78.96288 +801,Zee Telugu,14000000,12597067132.0,Entertainment,zeetelugu,3,India,IN,Music,4039216.0,4651.0,4603.0,7.0,0.0,0.03,0.02,0.34,,2007.0,Jan,31.0,28.1,1366417754.0,5.36,471031528.0,20.593684,78.96288 +802,Crescendo com Luluca,14000000,5094050461.0,Entertainment,Crescendo com Luluca,1307,Brazil,BR,People,1327.0,44.0,48.0,68058000.0,17000.0,272200.0,204200.0,3300000.0,100000.0,2015.0,Aug,30.0,51.3,212559417.0,12.08,183241641.0,-14.235004,-51.92528 +803,Jazzghost,13900000,5673347763.0,Gaming,Jazzghost,5494,Brazil,BR,Games,1140.0,46.0,57.0,106718000.0,26700.0,426900.0,320200.0,5100000.0,100000.0,2012.0,Aug,30.0,51.3,212559417.0,12.08,183241641.0,-14.235004,-51.92528 +804,karameeshchannel,13900000,9106781518.0,Entertainment,karameeshchannel,2254,Jordan,JO,Music,526.0,3.0,137.0,87639000.0,21900.0,350600.0,262900.0,4200000.0,100000.0,2012.0,Jan,18.0,34.4,10101694.0,14.72,9213048.0,30.585164,36.238414 +805,Darkar Company Studios,13900000,2244318380.0,Film & Animation,Darkar Company Studios,183,United States,US,Comedy,4234.0,161.0,35.0,4598000.0,1100.0,18400.0,13800.0,220700.0,,2009.0,Feb,15.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +807,T-Series Regional,13900000,5217553897.0,Entertainment,T-Series Regional,15075,India,IN,Music,1275.0,111.0,136.0,33484000.0,8400.0,133900.0,100500.0,1600000.0,100000.0,2011.0,Feb,14.0,28.1,1366417754.0,5.36,471031528.0,20.593684,78.96288 +808,ADEL et SAMI,13900000,5465532801.0,Entertainment,ADEL et SAMI,503,United States,US,Entertainment,1200.0,161.0,157.0,26883000.0,6700.0,107500.0,80600.0,1300000.0,,2018.0,Mar,12.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +809,Jamuna TV,13900000,12129583055.0,News & Politics,jamuna tv24,6,Bangladesh,BD,Entertainment,4056658.0,3776.0,6756.0,1.0,0.0,0.0,0.0,0.05,,2021.0,Feb,10.0,20.6,167310838.0,4.19,60987417.0,23.684994,90.356331 +810,Atlantic Records,13900000,12513842343.0,Music,Atlantic Records,1660,United States,US,Music,307.0,161.0,137.0,97284000.0,24300.0,389100.0,291900.0,4700000.0,100000.0,2006.0,Dec,15.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +812,Veritasium,13900000,2165885634.0,Education,Veritasium,369,United States,US,Education,4466.0,161.0,38.0,44149000.0,11000.0,176600.0,132400.0,2100000.0,200000.0,2010.0,Jul,21.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +814,Airrack,13800000,2224911030.0,Entertainment,Airrack,173,United States,US,Entertainment,4285.0,161.0,157.0,99654000.0,24900.0,398600.0,299000.0,4800000.0,300000.0,2015.0,Jan,3.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +815,Hacksmith Industries,13800000,1820559912.0,Science & Technology,Hacksmith Industries,887,Canada,CA,Tech,5524.0,10.0,14.0,83943000.0,21000.0,335800.0,251800.0,4000000.0,100000.0,2006.0,Apr,20.0,68.9,36991981.0,5.56,30628482.0,56.130366,-106.346771 +817,ýýýýýýýý/Atro,13800000,2480957682.0,Gaming,ýýýýýýýý/Atro,1952,Netherlands,NL,Games,3690.0,4.0,58.0,55122000.0,13800.0,220500.0,165400.0,2600000.0,200000.0,2017.0,Jul,2.0,85.0,17332850.0,3.2,15924729.0,52.132633,5.291266 +818,123 GO! Spanish,13800000,5019136690.0,People & Blogs,123 GO! Spanish,520,Mexico,MX,Howto,1361.0,30.0,28.0,26519000.0,6600.0,106100.0,79600.0,1300000.0,100000.0,2019.0,Mar,13.0,40.2,126014024.0,3.42,102626859.0,23.634501,-102.552784 +819,Geo News,13800000,5727888539.0,News & Politics,Geo News,190093,Pakistan,PK,News,1127.0,6.0,21.0,100053000.0,25000.0,400200.0,300200.0,4800000.0,100000.0,2007.0,Jan,10.0,9.0,216565318.0,4.45,79927762.0,30.375321,69.345116 +820,Kids TV India Hindi Nursery Rhymes,13800000,6646953396.0,Shows,Kids TV India Hindi Nursery Rhymes,1505,India,IN,Education,898.0,112.0,38.0,78651000.0,19700.0,314600.0,236000.0,3800000.0,100000.0,2014.0,Nov,17.0,28.1,1366417754.0,5.36,471031528.0,20.593684,78.96288 +821,Think Music India,13800000,11039343563.0,Music,Think Music India,4978,India,IN,Music,374.0,112.0,137.0,217106000.0,54300.0,868400.0,651300.0,10400000.0,200000.0,2009.0,Aug,15.0,28.1,1366417754.0,5.36,471031528.0,20.593684,78.96288 +822,O Que N�����ï¿,13700000,1967930734.0,Comedy,O Que N�����ï¿,696,Brazil,BR,Entertainment,5035.0,47.0,159.0,87804000.0,22000.0,351200.0,263400.0,4200000.0,200000.0,2015.0,Feb,6.0,51.3,212559417.0,12.08,183241641.0,-14.235004,-51.92528 +823,Goldmines Premiere,13700000,1973638757.0,Entertainment,Goldmines Premiere,975,India,IN,Film,5047.0,113.0,41.0,37648000.0,9400.0,150600.0,112900.0,1800000.0,100000.0,2013.0,Oct,12.0,28.1,1366417754.0,5.36,471031528.0,20.593684,78.96288 +824,MAIKI021,13700000,1950178163.0,Entertainment,MAIKI021,3298,Brazil,BR,Entertainment,5135.0,47.0,159.0,7438000.0,1900.0,29800.0,22300.0,357000.0,,2008.0,Jan,22.0,51.3,212559417.0,12.08,183241641.0,-14.235004,-51.92528 +825,The Vishal bhatt,13700000,9596430464.0,Comedy,The Vishal bhatt,1040,India,IN,Comedy,487.0,113.0,36.0,379240000.0,94800.0,1500000.0,1100000.0,18200000.0,600000.0,2021.0,Aug,15.0,28.1,1366417754.0,5.36,471031528.0,20.593684,78.96288 +826,NishaMadhulika,13700000,2939201386.0,Howto & Style,NishaMadhulika,2158,India,IN,Howto,2972.0,113.0,29.0,22235000.0,5600.0,88900.0,66700.0,1100000.0,100000.0,2009.0,Aug,2.0,28.1,1366417754.0,5.36,471031528.0,20.593684,78.96288 +827,MyMissAnand,13700000,4963275018.0,People & Blogs,MyMissAnand,340,India,IN,Entertainment,1387.0,113.0,159.0,27882000.0,7000.0,111500.0,83600.0,1300000.0,,2014.0,Jul,22.0,28.1,1366417754.0,5.36,471031528.0,20.593684,78.96288 +828,FAPTV,13700000,5457203710.0,Comedy,FAPTV,863,Vietnam,VN,Comedy,1205.0,3.0,36.0,35124000.0,8800.0,140500.0,105400.0,1700000.0,,2014.0,Feb,26.0,28.5,96462106.0,2.01,35332140.0,14.058324,108.277199 +829,Wesley Safad�,13700000,8134379376.0,Music,Wesley Safad�,438,Brazil,BR,Music,631.0,47.0,139.0,64059000.0,16000.0,256200.0,192200.0,3100000.0,,2009.0,Jun,21.0,51.3,212559417.0,12.08,183241641.0,-14.235004,-51.92528 +830,infobells,13700000,5178142148.0,Education,infobells,495,India,IN,Education,1289.0,113.0,39.0,23893000.0,6000.0,95600.0,71700.0,1100000.0,100000.0,2011.0,Oct,20.0,28.1,1366417754.0,5.36,471031528.0,20.593684,78.96288 +832,Acenix,13600000,2122062016.0,Gaming,Acenix,368,Spain,ES,Games,4572.0,16.0,60.0,47436000.0,11900.0,189700.0,142300.0,2300000.0,200000.0,2014.0,Jan,2.0,88.9,47076781.0,13.96,37927409.0,40.463667,-3.74922 +834,DALLMYD,13600000,1948925559.0,Sports,DALLMYD,412,United States,US,Sports,5133.0,164.0,11.0,30677000.0,7700.0,122700.0,92000.0,1500000.0,100000.0,2011.0,Feb,1.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +835,Lindsey Stirling,13600000,3764608356.0,Music,Lindsey Stirling,199,United States,US,Music,2084.0,163.0,139.0,15277000.0,3800.0,61100.0,45800.0,733300.0,100000.0,2007.0,May,20.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +836,JOJO TV - Hindi Stories,13600000,5141201173.0,Education,JOJO TV - Hindi Stories,1097,India,IN,Film,1303.0,114.0,42.0,10764000.0,2700.0,43100.0,32300.0,516700.0,100000.0,2016.0,Dec,25.0,28.1,1366417754.0,5.36,471031528.0,20.593684,78.96288 +837,BBC,13600000,9685060624.0,Pets & Animals,BBC,16047,United Kingdom,GB,Entertainment,474.0,29.0,160.0,44414000.0,11100.0,177700.0,133200.0,2100000.0,100000.0,2005.0,Nov,12.0,60.0,66834405.0,3.85,55908316.0,55.378051,-3.435973 +838,Saturday Night Live,13600000,14717282742.0,Entertainment,Saturday Night Live,8335,United States,US,Comedy,232.0,164.0,37.0,56626000.0,14200.0,226500.0,169900.0,2700000.0,,2013.0,Jul,23.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +839,BUDI01 GAMING,13500000,1181292450.0,Gaming,BUDI01 GAMING,319,Indonesia,ID,Games,9540.0,29.0,61.0,13436000.0,3400.0,53700.0,40300.0,644900.0,,2019.0,Jul,19.0,36.3,270203917.0,4.69,151509724.0,-0.789275,113.921327 +840,Typical Gamer,13500000,4301581610.0,Gaming,Typical Gamer,4312,Canada,CA,Games,1716.0,11.0,61.0,32557000.0,8100.0,130200.0,97700.0,1600000.0,,2008.0,Aug,24.0,68.9,36991981.0,5.56,30628482.0,56.130366,-106.346771 +841,Anaysa,13500000,3445794123.0,Howto & Style,Anaysa,591,India,IN,Howto,2364.0,115.0,30.0,29706000.0,7400.0,118800.0,89100.0,1400000.0,,2012.0,Mar,10.0,28.1,1366417754.0,5.36,471031528.0,20.593684,78.96288 +842,JULIA GISELLA,13500000,5380132790.0,Entertainment,Julia Gisella,19,United Kingdom,GB,Music,3767960.0,2492.0,3189.0,1615.0,0.4,6.0,5.0,78.0,130.0,2015.0,Mar,24.0,60.0,66834405.0,3.85,55908316.0,55.378051,-3.435973 +843,Awakening Music,13500000,5545936485.0,Music,Awakening Music,814,United Kingdom,GB,Music,1183.0,30.0,140.0,35309000.0,8800.0,141200.0,105900.0,1700000.0,100000.0,2006.0,Dec,25.0,60.0,66834405.0,3.85,55908316.0,55.378051,-3.435973 +844,Lady Diana,13500000,8265920659.0,Entertainment,Lady Diana,1403,Ukraine,UA,People,620.0,4.0,52.0,75162000.0,18800.0,300600.0,225500.0,3600000.0,100000.0,2016.0,Mar,21.0,82.7,44385155.0,8.88,30835699.0,48.379433,31.16558 +845,Sanjoy Das Official,13500000,3912334359.0,Entertainment,Sanjoy Das Official,1793,India,IN,Games,1954.0,114.0,60.0,179232000.0,44800.0,716900.0,537700.0,8600000.0,400000.0,2015.0,Apr,29.0,28.1,1366417754.0,5.36,471031528.0,20.593684,78.96288 +846,Woody & Kleiny,13500000,11717217293.0,Comedy,Woody & Kleiny,975,United Kingdom,GB,Entertainment,333.0,29.0,160.0,495561000.0,123900.0,2000000.0,1500000.0,23800000.0,400000.0,2013.0,Mar,30.0,60.0,66834405.0,3.85,55908316.0,55.378051,-3.435973 +847,Vijay Kumar Viner Vlogs,13500000,7958771872.0,Entertainment,Vijay Kumar Viner Vlogs,1357,India,IN,Entertainment,663.0,116.0,162.0,109813000.0,27500.0,439300.0,329400.0,5300000.0,300000.0,2019.0,Mar,22.0,28.1,1366417754.0,5.36,471031528.0,20.593684,78.96288 +848,Conor Maynard,13500000,2750993392.0,Music,Conor Maynard,321,United States,US,Music,3257.0,165.0,140.0,10787000.0,2700.0,43100.0,32400.0,517800.0,,2006.0,May,19.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +849,Wengie,13500000,1900272833.0,Howto & Style,Wengie,462,United States,US,Howto,5297.0,165.0,30.0,1335000.0,334.0,5300.0,4000.0,64100.0,100000.0,2010.0,Sep,9.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +851,Codiscos,13400000,11789678655.0,Music,Codiscos,7356,Colombia,CO,Music,330.0,9.0,140.0,228902000.0,57200.0,915600.0,686700.0,11000000.0,100000.0,2007.0,Feb,8.0,55.3,50339443.0,9.71,40827302.0,4.570868,-74.297333 +852,The World Adventures ������,13400000,2139769210.0,People & Blogs,The World Adventures ������,1028,India,IN,People,4540.0,116.0,53.0,1043000.0,261.0,4200.0,3100.0,50100.0,,2016.0,Sep,9.0,28.1,1366417754.0,5.36,471031528.0,20.593684,78.96288 +854,Blockbuster Movies,13400000,2650061211.0,Entertainment,Blockbuster Movies,0,India,IN,,4057944.0,5589.0,,,0.0,0.0,0.0,0.0,,2017.0,Jul,4.0,28.1,1366417754.0,5.36,471031528.0,20.593684,78.96288 +855,ATHLEAN-X�,13400000,2319515787.0,Howto & Style,ATHLEAN-X�,1349,United States,US,Howto,4039.0,166.0,31.0,14498000.0,3600.0,58000.0,43500.0,695900.0,,2006.0,Dec,16.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +856,My Mate Nate,13400000,3363634923.0,Comedy,My Mate Nate,1195,Thailand,TH,Entertainment,2436.0,15.0,162.0,41672000.0,10400.0,166700.0,125000.0,2000000.0,,2014.0,Dec,8.0,49.3,69625582.0,0.75,35294600.0,15.870032,100.992541 +857,H2ODelirious,13400000,4356686216.0,Gaming,H2ODelirious,3727,United States,US,Games,1683.0,166.0,62.0,16785000.0,4200.0,67100.0,50400.0,805700.0,,2007.0,May,24.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +858,GMA Integrated News,13400000,9569814790.0,News & Politics,GMA Integrated News,296272,Philippines,PH,News,486.0,10.0,22.0,115459000.0,28900.0,461800.0,346400.0,5500000.0,100000.0,2007.0,Oct,29.0,35.5,108116615.0,2.15,50975903.0,12.879721,121.774017 +859,Peet Montzingo,13400000,10022557589.0,People & Blogs,Peet Montzingo,319,United States,US,People,433.0,165.0,52.0,397715000.0,99400.0,1600000.0,1200000.0,19100000.0,500000.0,2014.0,Jun,1.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +860,The Q,13400000,4306212515.0,People & Blogs,Tom Duggan,96,United States,US,Sports,3846885.0,7615.0,4466.0,3.0,0.0,0.01,0.01,0.14,1.0,2006.0,Jan,17.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +861,Trakin Tech,13300000,2262690743.0,Science & Technology,Trakin Tech,3640,India,IN,Tech,4152.0,116.0,16.0,43669000.0,10900.0,174700.0,131000.0,2100000.0,100000.0,2011.0,Nov,2.0,28.1,1366417754.0,5.36,471031528.0,20.593684,78.96288 +862,theRadBrad,13300000,6050102764.0,Gaming,theRadBrad,8195,United States,US,Games,1038.0,167.0,63.0,15694000.0,3900.0,62800.0,47100.0,753300.0,,2006.0,Nov,27.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +863,Matt Steffanina,13300000,3299216601.0,Entertainment,Matt Steffanina,331,United States,US,Entertainment,14275.0,692.0,694.0,1929000.0,482.0,7700.0,5800.0,92600.0,,2007.0,Nov,28.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +865,Kurt Hugo Schneider,13300000,3733856870.0,Entertainment,Kurt Hugo Schneider,698,United States,US,Entertainment,2110.0,167.0,163.0,4233000.0,1100.0,16900.0,12700.0,203200.0,,2007.0,Oct,16.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +866,Vogue,13300000,4177184071.0,Entertainment,Vogue,3166,United States,US,People,1789.0,167.0,54.0,45095000.0,11300.0,180400.0,135300.0,2200000.0,100000.0,2008.0,Jun,29.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +867,ýýýýýýýýýýýýýýýýýý,13300000,6482687220.0,People & Blogs,ýýýýýýýýýýýýýýýýýý,608,Russia,RU,Entertainment,927.0,13.0,163.0,90241000.0,22600.0,361000.0,270700.0,4300000.0,100000.0,2015.0,Oct,4.0,81.9,144373535.0,4.59,107683889.0,61.52401,105.318756 +868,Kids Line�������,13300000,9088562002.0,People & Blogs,Kids Line�������,2742,United States,US,Education,524.0,166.0,41.0,161889000.0,40500.0,647600.0,485700.0,7800000.0,100000.0,2011.0,Nov,26.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +869,VexTrex,13300000,7923901253.0,Entertainment,VexTrex,2411,Ukraine,UA,Entertainment,669.0,5.0,163.0,379346000.0,0.0,0.0,0.0,0.0,,2014.0,Sep,8.0,82.7,44385155.0,8.88,30835699.0,48.379433,31.16558 +870,penguinz0,13300000,7773543609.0,Gaming,penguinz0,4613,United States,US,Entertainment,689.0,166.0,162.0,188948000.0,47200.0,755800.0,566800.0,9100000.0,200000.0,2007.0,May,7.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +871,Just For Laughs Gags,13300000,7406628736.0,Comedy,Just For Laughs Gags,6916,United States,US,Comedy,764.0,167.0,38.0,17468000.0,4400.0,69900.0,52400.0,838500.0,100000.0,2007.0,Jan,14.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +872,Kabita's Kitchen,13300000,2831275503.0,Howto & Style,Kabita's Kitchen,1489,India,IN,Howto,3123.0,117.0,32.0,43118000.0,10800.0,172500.0,129400.0,2100000.0,,2014.0,Oct,7.0,28.1,1366417754.0,5.36,471031528.0,20.593684,78.96288 +873,BanderitaX,13300000,4129249415.0,Gaming,BanderitaX,1640,Saudi Arabia,SA,Games,1818.0,7.0,63.0,70712000.0,17700.0,282800.0,212100.0,3400000.0,200000.0,2013.0,Aug,20.0,68.0,34268528.0,5.93,28807838.0,23.885942,45.079162 +874,AzzyLand,13300000,6412313570.0,Gaming,AzzyLand,1749,Canada,CA,Entertainment,949.0,12.0,163.0,5387000.0,1300.0,21500.0,16200.0,258600.0,100000.0,2015.0,May,8.0,68.9,36991981.0,5.56,30628482.0,56.130366,-106.346771 +875,HUBA��,13200000,9884886099.0,Entertainment,HUBA��,538,United States,US,Entertainment,454.0,167.0,163.0,319647000.0,79900.0,1300000.0,958900.0,15300000.0,500000.0,2021.0,Feb,20.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +876,BIBO �����ï¿,13200000,1148422000.0,Entertainment,BIBO �����ï¿,192,Russia,RU,Entertainment,9855.0,13.0,163.0,8769000.0,2200.0,35100.0,26300.0,420900.0,200000.0,2019.0,Jan,10.0,81.9,144373535.0,4.59,107683889.0,61.52401,105.318756 +877,Brawl Stars,13200000,2036408398.0,Gaming,Brawl Stars,172,Finland,FI,Games,4846.0,1.0,64.0,20369000.0,5100.0,81500.0,61100.0,977700.0,,2017.0,Apr,28.0,88.2,5520314.0,6.59,4716888.0,61.92411,25.748151 +879,Sonotek Bhakti,13200000,3789736218.0,Entertainment,Sonotek Bhakti,8019,India,IN,Music,2063.0,118.0,142.0,25321000.0,6300.0,101300.0,76000.0,1200000.0,,2010.0,Dec,27.0,28.1,1366417754.0,5.36,471031528.0,20.593684,78.96288 +881,MC Divertida,13200000,5224764969.0,Entertainment,MC Divertida,413,Brazil,BR,Entertainment,1269.0,49.0,164.0,64517000.0,16100.0,258100.0,193600.0,3100000.0,100000.0,2018.0,Jan,17.0,51.3,212559417.0,12.08,183241641.0,-14.235004,-51.92528 +882,The Infographics Show,13200000,5263540904.0,Education,The Infographics Show,4279,United States,US,Education,1252.0,168.0,42.0,51820000.0,13000.0,207300.0,155500.0,2500000.0,100000.0,2011.0,Feb,26.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +883,jbalvinVEVO,13200000,20743586601.0,Music,jbalvinVEVO,237,Colombia,CO,Music,113.0,10.0,142.0,86270000.0,21600.0,345100.0,258800.0,4100000.0,,2010.0,Sep,30.0,55.3,50339443.0,9.71,40827302.0,4.570868,-74.297333 +884,ýýýýýýTwinsFromRussia,13200000,9378175604.0,People & Blogs,ýýýýýýTwinsFromRussia,6888,United States,US,People,503.0,168.0,55.0,119389000.0,29800.0,477600.0,358200.0,5700000.0,300000.0,2011.0,May,16.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +885,Technology Gyan,13200000,1138262456.0,Science & Technology,Technology Gyan,1022,India,IN,Tech,9955.0,118.0,17.0,18518000.0,4600.0,74100.0,55600.0,888900.0,100000.0,2015.0,Nov,17.0,28.1,1366417754.0,5.36,471031528.0,20.593684,78.96288 +886,CookingShooking Hindi,13200000,1758603195.0,People & Blogs,CookingShooking Hindi,393,India,IN,Howto,5855.0,118.0,33.0,11490000.0,2900.0,46000.0,34500.0,551500.0,,2017.0,Apr,4.0,28.1,1366417754.0,5.36,471031528.0,20.593684,78.96288 +887,Ryan Trahan,13100000,2182651464.0,Entertainment,Ryan Trahan,33,United States,US,People,4051001.0,7683.0,7670.0,248.0,0.06,0.99,0.74,12.0,1.0,2022.0,Jun,27.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +888,Alex Gonzaga Official,13100000,1401914513.0,People & Blogs,Alex Gonzaga Official,287,Philippines,PH,People,7733.0,11.0,56.0,10848000.0,2700.0,43400.0,32500.0,520700.0,,2017.0,Jul,18.0,35.5,108116615.0,2.15,50975903.0,12.879721,121.774017 +891,Lokdhun Punjabi,13100000,4712624489.0,Music,Lokdhun Punjabi,1262,India,IN,Music,1484.0,119.0,143.0,34438000.0,8600.0,137800.0,103300.0,1700000.0,100000.0,2010.0,Dec,27.0,28.1,1366417754.0,5.36,471031528.0,20.593684,78.96288 +893,Painzeiro,13100000,2555801802.0,People & Blogs,Painzeiro,1077,Brazil,BR,People,3545.0,50.0,56.0,43990000.0,11000.0,176000.0,132000.0,2100000.0,100000.0,2015.0,Nov,6.0,51.3,212559417.0,12.08,183241641.0,-14.235004,-51.92528 +894,Peppa Pig em Portugu��������ï¿,13100000,4214172991.0,Film & Animation,Peppa Pig em Portugu���������,1365,Brazil,BR,Film,1770.0,49.0,43.0,27340000.0,6800.0,109400.0,82000.0,1300000.0,100000.0,2014.0,May,6.0,51.3,212559417.0,12.08,183241641.0,-14.235004,-51.92528 +895,ýýýýýýýýýýýýýýý Ms Yeah,13100000,4399833602.0,People & Blogs,ýýýýýýýýýýýýýýý Ms Yeah,435,United States,US,Howto,1650.0,169.0,34.0,60661000.0,15200.0,242600.0,182000.0,2900000.0,100000.0,2017.0,Feb,15.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +896,Hungria Hip Hop,13100000,4608751851.0,Music,Hungria Hip Hop,73,Brazil,BR,Music,1541.0,50.0,143.0,48223000.0,12100.0,192900.0,144700.0,2300000.0,,2013.0,Apr,13.0,51.3,212559417.0,12.08,183241641.0,-14.235004,-51.92528 +897,RaptorGamer,13100000,2879263916.0,People & Blogs,RaptorGamer,1444,Ecuador,EC,Games,3044.0,2.0,65.0,62909000.0,15700.0,251600.0,188700.0,3000000.0,300000.0,2016.0,Jul,16.0,44.9,17373662.0,3.97,11116711.0,-1.831239,-78.183406 +898,RedeTV,13100000,5333569294.0,Entertainment,RedeTV,36760,Brazil,BR,Entertainment,1240.0,50.0,165.0,17588000.0,4400.0,70400.0,52800.0,844200.0,,2011.0,Oct,18.0,51.3,212559417.0,12.08,183241641.0,-14.235004,-51.92528 +899,twenty one pilots,13100000,5264039679.0,Music,twenty one pilots,194,United States,US,Music,1255.0,169.0,143.0,50922000.0,12700.0,203700.0,152800.0,2400000.0,,2009.0,Sep,5.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +900,DJ Khaled,13100000,6637820731.0,Music,DjKhaled,12,Samoa,WS,Music,3967392.0,81.0,5659.0,379.0,0.09,2.0,1.0,18.0,3.0,2006.0,May,27.0,7.6,202506.0,8.36,35588.0,-13.759029,-172.104629 +901,Davie504,13000000,2683297849.0,Entertainment,Davie504,838,Italy,IT,Entertainment,3340.0,2.0,166.0,29870000.0,7500.0,119500.0,89600.0,1400000.0,100000.0,2011.0,May,18.0,61.9,60297396.0,9.89,42651966.0,41.87194,12.56738 +902,Everson Zoio,13000000,1024467771.0,Comedy,Everson Zoio,625,Brazil,BR,Entertainment,11340.0,51.0,166.0,3052000.0,763.0,12200.0,9200.0,146500.0,,2009.0,Mar,26.0,51.3,212559417.0,12.08,183241641.0,-14.235004,-51.92528 +903,Calon Sarjana,13000000,10664585.0,Entertainment,Calon Sarjana,29,Indonesia,ID,Entertainment,772571.0,31.0,166.0,2292000000.0,0.0,0.0,0.0,0.0,300000.0,2016.0,Jan,20.0,36.3,270203917.0,4.69,151509724.0,-0.789275,113.921327 +904,Lofi Girl,13000000,1698279553.0,Music,Lofi Girl,409,France,FR,Music,6059.0,3.0,143.0,30471000.0,7600.0,121900.0,91400.0,1500000.0,100000.0,2015.0,Mar,18.0,65.6,67059887.0,8.43,54123364.0,46.227638,2.213749 +905,Jomy Production,13000000,5057163256.0,Entertainment,SRK Edie soon,8,India,IN,,3686280.0,5227.0,,2.0,0.0,0.01,0.01,0.1,,2021.0,Mar,18.0,28.1,1366417754.0,5.36,471031528.0,20.593684,78.96288 +906,GH'S,13000000,8739174649.0,Gaming,GH'S,510,South Korea,KR,Games,553.0,15.0,65.0,1081000000.0,270300.0,4300000.0,3200000.0,51900000.0,1000000.0,2020.0,Jul,7.0,94.3,51709098.0,4.15,42106719.0,35.907757,127.766922 +907,JesseAndMike,13000000,9999238237.0,Entertainment,JesseAndMike,716,United States,US,Entertainment,440.0,170.0,166.0,41109000.0,10300.0,164400.0,123300.0,2000000.0,,2007.0,Apr,29.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +909,Susy Mouriz,13000000,6270909026.0,Entertainment,Susy Mouriz,1299,Mexico,MX,Entertainment,969.0,31.0,165.0,368437000.0,92100.0,1500000.0,1100000.0,17700000.0,600000.0,2017.0,Mar,18.0,40.2,126014024.0,3.42,102626859.0,23.634501,-102.552784 +910,7 Minutoz,13000000,4349562794.0,Music,7 Minutoz,521,Brazil,BR,Music,1692.0,51.0,144.0,29526000.0,7400.0,118100.0,88600.0,1400000.0,,2012.0,Jun,4.0,51.3,212559417.0,12.08,183241641.0,-14.235004,-51.92528 +911,The LaBrant Fam,13000000,4637474071.0,Comedy,The LaBrant Fam,612,United States,US,People,1557.0,170.0,57.0,42412000.0,0.0,0.0,0.0,0.0,,2012.0,Aug,24.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +912,Pastor Ant����ï,12900000,2112274210.0,People & Blogs,Pastor Ant����ï,4712,Brazil,BR,People,4602.0,52.0,58.0,31796000.0,7900.0,127200.0,95400.0,1500000.0,100000.0,2013.0,Jan,19.0,51.3,212559417.0,12.08,183241641.0,-14.235004,-51.92528 +913,Matheus Yurley,12900000,140022442.0,Entertainment,Matheus Yurley,69,Brazil,BR,Entertainment,93531.0,52.0,167.0,147626.0,37.0,591.0,443.0,7100.0,,2015.0,Jan,27.0,51.3,212559417.0,12.08,183241641.0,-14.235004,-51.92528 +914,gymvirtual,12900000,2509752944.0,Sports,gymvirtual,1572,Spain,ES,Sports,3645.0,17.0,12.0,11993000.0,3000.0,48000.0,36000.0,575700.0,100000.0,2010.0,Nov,1.0,88.9,47076781.0,13.96,37927409.0,40.463667,-3.74922 +915,BIBO����ï,12900000,3178222797.0,Entertainment,BIBO����ï,193,South Korea,KR,Entertainment,2649.0,16.0,167.0,4001000.0,1000.0,16000.0,12000.0,192100.0,,2016.0,Aug,8.0,94.3,51709098.0,4.15,42106719.0,35.907757,127.766922 +916,Top Viral Talent,12900000,3643698504.0,Entertainment,Top Viral Talent,1598,United States,US,Entertainment,2177.0,171.0,167.0,29379000.0,7300.0,117500.0,88100.0,1400000.0,100000.0,2014.0,Jan,2.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +917,Akon,12900000,6300933122.0,Music,Akon,39,United States,US,Music,976.0,171.0,145.0,91240000.0,22800.0,365000.0,273700.0,4400000.0,100000.0,2005.0,Nov,5.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +918,AlArabiya ����ï¿,12900000,7520379951.0,People & Blogs,AlArabiya ����ï¿,169304,United Arab Emirates,AE,News,737.0,8.0,23.0,80219000.0,20100.0,320900.0,240700.0,3900000.0,100000.0,2006.0,Sep,19.0,36.8,9770529.0,2.35,8479744.0,23.424076,53.847818 +920,EnriqueIglesiasVEVO,12900000,15446707595.0,Music,EnriqueIglesiasVEVO,137,United States,US,Music,210.0,171.0,145.0,75773000.0,18900.0,303100.0,227300.0,3600000.0,100000.0,2009.0,May,12.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +921,ýýýýýýýý ýýýý ýýýýýýýýýýýýýý,12900000,5585085130.0,Shows,ýýýýýýýý ýýýý ýýýýýýýýýýýýýý,1255,Ukraine,UA,Entertainment,1164.0,6.0,166.0,71118000.0,17800.0,284500.0,213400.0,3400000.0,200000.0,2014.0,Jul,17.0,82.7,44385155.0,8.88,30835699.0,48.379433,31.16558 +922,The Shiny Peanut,12900000,2848466522.0,Education,The Shiny Peanut,2337,Indonesia,ID,Entertainment,3109.0,32.0,167.0,837700.0,209.0,3400.0,2500.0,40200.0,,2016.0,Oct,26.0,36.3,270203917.0,4.69,151509724.0,-0.789275,113.921327 +923,Talking Angela,12800000,3632438963.0,Entertainment,Talking Angela,233,United Kingdom,GB,Film,2184.0,31.0,45.0,27957000.0,7000.0,111800.0,83900.0,1300000.0,,2014.0,Sep,2.0,60.0,66834405.0,3.85,55908316.0,55.378051,-3.435973 +924,Melon City Show - ����������ï¿,12800000,5863456698.0,Comedy,Melon City Show - ���������ï¿,1727,Iraq,IQ,Comedy,1087.0,2.0,40.0,35336000.0,8800.0,141300.0,106000.0,1700000.0,,2016.0,Jan,30.0,16.2,39309783.0,12.82,27783368.0,33.223191,43.679291 +925,Duo Tiempo De Sol,12800000,6662288136.0,Music,Duo Tiempo De Sol,323,Spain,ES,Education,896.0,17.0,44.0,53988000.0,13500.0,216000.0,162000.0,2600000.0,100000.0,2013.0,Mar,26.0,88.9,47076781.0,13.96,37927409.0,40.463667,-3.74922 +927,MrSuicideSheep,12800000,6970899521.0,Entertainment,MrSuicideSheep,3483,Canada,CA,Entertainment,842.0,13.0,168.0,18118000.0,4500.0,72500.0,54400.0,869600.0,,2010.0,Apr,9.0,68.9,36991981.0,5.56,30628482.0,56.130366,-106.346771 +928,Adam W,12800000,9502983550.0,Comedy,Adam W,681,United States,US,Comedy,492.0,171.0,39.0,228951000.0,57200.0,915800.0,686900.0,11000000.0,200000.0,2015.0,Oct,4.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +929,Right to Shiksha,12800000,7876740921.0,Education,Right to Shiksha,2044,India,IN,Education,670.0,120.0,45.0,213738000.0,53400.0,855000.0,641200.0,10300000.0,300000.0,2020.0,Apr,23.0,28.1,1366417754.0,5.36,471031528.0,20.593684,78.96288 +930,Beyonc��,12800000,14185611472.0,Music,Beyonc��,168,United States,US,Music,250.0,172.0,146.0,89566000.0,22400.0,358300.0,268700.0,4300000.0,,2009.0,Sep,2.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +933,Franco Escamilla,12700000,4266957149.0,Comedy,Franco Escamilla,2483,Mexico,MX,Comedy,1740.0,32.0,41.0,77482000.0,19400.0,309900.0,232400.0,3700000.0,100000.0,2007.0,Oct,19.0,40.2,126014024.0,3.42,102626859.0,23.634501,-102.552784 +934,Adexe & Nau,12700000,4579773883.0,Music,Adexe & Nau,594,Spain,ES,Music,1563.0,18.0,147.0,10083000.0,2500.0,40300.0,30200.0,484000.0,,2013.0,Dec,22.0,88.9,47076781.0,13.96,37927409.0,40.463667,-3.74922 +937,Future,12700000,9927699419.0,Music,Future AMV's,119,United States,US,Film,270216.0,1944.0,1473.0,472367.0,118.0,1900.0,1400.0,22700.0,1000.0,2020.0,Nov,7.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +938,YoungBoy Never Broke Again,12700000,13174393401.0,Entertainment,YoungBoy Never Broke Again,142,United States,US,Music,279.0,173.0,147.0,169968000.0,42500.0,679900.0,509900.0,8200000.0,100000.0,2015.0,Jan,4.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +939,Blossom,12700000,4733873025.0,Howto & Style,Blossom,812,United States,US,Howto,1472.0,173.0,36.0,43868000.0,11000.0,175500.0,131600.0,2100000.0,100000.0,2017.0,Jun,1.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +941,Piuzinho,12700000,1081285962.0,Gaming,Piuzinho,504,Brazil,BR,Games,10642.0,53.0,67.0,3619000.0,905.0,14500.0,10900.0,173700.0,,2015.0,May,13.0,51.3,212559417.0,12.08,183241641.0,-14.235004,-51.92528 +943,Go Ami Go!,12700000,1714955279.0,People & Blogs,Go Ami Go!,252,Colombia,CO,People,5821.0,11.0,57.0,327600000.0,81900.0,1300000.0,982800.0,15700000.0,1500000.0,2015.0,Dec,3.0,55.3,50339443.0,9.71,40827302.0,4.570868,-74.297333 +944,Morgz,12600000,3303595310.0,Gaming,Morgz,825,United Kingdom,GB,Entertainment,2491.0,32.0,170.0,58838000.0,14700.0,235400.0,176500.0,2800000.0,100000.0,2014.0,Jun,10.0,60.0,66834405.0,3.85,55908316.0,55.378051,-3.435973 +945,CaseyNeistat,12600000,3152402405.0,People & Blogs,CaseyNeistat,1101,United States,US,People,2681.0,174.0,61.0,5952000.0,1500.0,23800.0,17900.0,285700.0,100000.0,2010.0,Feb,15.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +946,ýýýýýýýýýSULGI,12600000,3485373675.0,People & Blogs,ýýýýýýýýýSULGI,683,South Korea,KR,People,2313.0,17.0,61.0,113132000.0,28300.0,452500.0,339400.0,5400000.0,300000.0,2012.0,Nov,5.0,94.3,51709098.0,4.15,42106719.0,35.907757,127.766922 +947,NickiMinajAtVEVO,12600000,8831179714.0,Music,NickiMinajAtVEVO,99,United States,US,Music,557.0,174.0,148.0,35027000.0,8800.0,140100.0,105100.0,1700000.0,,2010.0,Apr,1.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +948,Ellie Goulding,12600000,6969178081.0,Music,Ellie Goulding,218,United Kingdom,GB,Music,841.0,32.0,148.0,36681000.0,9200.0,146700.0,110000.0,1800000.0,,2007.0,Jan,29.0,60.0,66834405.0,3.85,55908316.0,55.378051,-3.435973 +949,colinfurze,12500000,1612094871.0,Entertainment,colinfurze,385,United Kingdom,GB,Entertainment,6487.0,33.0,171.0,8482000.0,2100.0,33900.0,25400.0,407200.0,,2006.0,Nov,15.0,60.0,66834405.0,3.85,55908316.0,55.378051,-3.435973 +950,People Vs Food,12500000,1136534702.0,Entertainment,People Vs Food,601,United States,US,Entertainment,9980.0,175.0,171.0,15340000.0,3800.0,61400.0,46000.0,736300.0,,2013.0,Jul,30.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +953,Health Time,12500000,1002219689.0,Howto & Style,Health Time,1810,India,IN,People,11667.0,123.0,62.0,1395000.0,349.0,5600.0,4200.0,66900.0,,2016.0,Sep,25.0,28.1,1366417754.0,5.36,471031528.0,20.593684,78.96288 +954,Yair17,12500000,1402042328.0,Gaming,Yair17,1109,Mexico,MX,Games,7741.0,33.0,68.0,8869000.0,2200.0,35500.0,26600.0,425700.0,,2014.0,Jan,22.0,40.2,126014024.0,3.42,102626859.0,23.634501,-102.552784 +955,Little Baby Bum en Espa�ï,12500000,6956320454.0,Education,Little Baby Bum en Espa�ï,1459,Spain,ES,Education,843.0,19.0,46.0,16319000.0,4100.0,65300.0,49000.0,783300.0,,2014.0,Jun,6.0,88.9,47076781.0,13.96,37927409.0,40.463667,-3.74922 +956,First We Feast,12500000,2983799729.0,Howto & Style,First We Feast,1076,United States,US,Entertainment,2892.0,175.0,171.0,111252000.0,27800.0,445000.0,333800.0,5300000.0,200000.0,2014.0,Feb,28.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +957,M����,12500000,3140883140.0,Travel & Events,M����,766,Mexico,MX,Entertainment,2691.0,33.0,171.0,31007000.0,7800.0,124000.0,93000.0,1500000.0,,2015.0,Jul,6.0,40.2,126014024.0,3.42,102626859.0,23.634501,-102.552784 +960,Parafernalha,12500000,4625777945.0,Entertainment,Parafernalha,1888,Brazil,BR,Entertainment,1532.0,54.0,171.0,7158000.0,1800.0,28600.0,21500.0,343600.0,,2011.0,May,13.0,51.3,212559417.0,12.08,183241641.0,-14.235004,-51.92528 +961,NDTV,12500000,4935793409.0,Entertainment,NDTV,151136,India,IN,News,1395.0,123.0,24.0,58527000.0,14600.0,234100.0,175600.0,2800000.0,100000.0,2006.0,May,8.0,28.1,1366417754.0,5.36,471031528.0,20.593684,78.96288 +962,elcarteldesantatv,12500000,7489455451.0,Music,elcarteldesantatv,377,Mexico,MX,Entertainment,743.0,33.0,171.0,115881000.0,29000.0,463500.0,347600.0,5600000.0,100000.0,2008.0,Nov,27.0,40.2,126014024.0,3.42,102626859.0,23.634501,-102.552784 +963,Family Fitness,12500000,10384848759.0,Entertainment,Family Fitness,1699,India,IN,Entertainment,413.0,123.0,171.0,235715000.0,58900.0,942900.0,707100.0,11300000.0,400000.0,2017.0,Jan,18.0,28.1,1366417754.0,5.36,471031528.0,20.593684,78.96288 +964,Zee Tamil,12500000,11552190002.0,Entertainment,Zee Tamil,102699,India,IN,Entertainment,342.0,123.0,171.0,349940000.0,87500.0,1400000.0,1000000.0,16800000.0,200000.0,2008.0,Aug,26.0,28.1,1366417754.0,5.36,471031528.0,20.593684,78.96288 +965,Flowers Comedy,12500000,11691081301.0,Entertainment,Flowers Comedy,11907,India,IN,Entertainment,337.0,122.0,170.0,180021000.0,45000.0,720100.0,540100.0,8600000.0,100000.0,2015.0,Aug,19.0,28.1,1366417754.0,5.36,471031528.0,20.593684,78.96288 +966,Mundo Bita,12500000,16690788752.0,Music,Mundo Bita,253,Brazil,BR,Music,171.0,54.0,149.0,213700000.0,53400.0,854800.0,641100.0,10300000.0,100000.0,2011.0,Sep,29.0,51.3,212559417.0,12.08,183241641.0,-14.235004,-51.92528 +967,Wave Music Bhakti,12500000,5146004207.0,Music,Wave Music Bhakti,19899,India,IN,Music,1299.0,123.0,149.0,11079000.0,2800.0,44300.0,33200.0,531800.0,,2011.0,Apr,19.0,28.1,1366417754.0,5.36,471031528.0,20.593684,78.96288 +969,CKM,12500000,4465772496.0,Comedy,CKM,117,India,IN,Comedy,1621.0,123.0,42.0,13142000.0,3300.0,52600.0,39400.0,630800.0,,2018.0,Feb,20.0,28.1,1366417754.0,5.36,471031528.0,20.593684,78.96288 +970,Quantum Tech HD,12500000,4340213066.0,Science & Technology,Mr_Mughall Gaming,223,Pakistan,PK,,3956586.0,3554.0,,8721.0,2.0,35.0,26.0,419.0,32.0,2022.0,Apr,23.0,9.0,216565318.0,4.45,79927762.0,30.375321,69.345116 +971,_vector_,12400000,7597013023.0,Comedy,_vector_,398,United States,US,Comedy,720.0,176.0,43.0,903672000.0,225900.0,3600000.0,2700000.0,43400000.0,1200000.0,2019.0,Mar,24.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +974,LOUD,12400000,2394143260.0,Gaming,WatchLOUD,690,United States,US,Entertainment,186431.0,1795.0,1759.0,27596.0,7.0,110.0,83.0,1300.0,,2006.0,Jan,4.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +975,Gibby :),12400000,2862685032.0,People & Blogs,Gibby :),226,Mexico,MX,People,3087.0,34.0,63.0,10278000.0,2600.0,41100.0,30800.0,493300.0,,2014.0,Aug,30.0,40.2,126014024.0,3.42,102626859.0,23.634501,-102.552784 +976,Gustavo Par��,12400000,2602614088.0,Comedy,GustavoParodias,9,Brazil,BR,Comedy,4050768.0,5075.0,4894.0,,0.0,0.0,0.0,0.0,,2010.0,Aug,24.0,51.3,212559417.0,12.08,183241641.0,-14.235004,-51.92528 +977,SAAIHALILINTAR,12400000,1113066203.0,Entertainment,SAAIHALILINTAR,409,Indonesia,ID,Entertainment,10271.0,34.0,172.0,806075.0,202.0,3200.0,2400.0,38700.0,,2012.0,Apr,28.0,36.3,270203917.0,4.69,151509724.0,-0.789275,113.921327 +978,Timba Vk,12400000,2840137980.0,Gaming,Timba Vk,1024,Spain,ES,Games,3116.0,19.0,68.0,24022000.0,6000.0,96100.0,72100.0,1200000.0,100000.0,2012.0,Jun,16.0,88.9,47076781.0,13.96,37927409.0,40.463667,-3.74922 +979,Heidi and Zidane HZHtube,12400000,4021409291.0,Entertainment,Heidi and Zidane HZHtube,813,Canada,CA,Entertainment,1900.0,14.0,172.0,9595000.0,2400.0,38400.0,28800.0,460600.0,,2015.0,Nov,24.0,68.9,36991981.0,5.56,30628482.0,56.130366,-106.346771 +980,DaniRep | +6 V����������ï,12400000,6933660906.0,Gaming,DaniRep | +6 V����������ï,12419,Spain,ES,Games,847.0,19.0,68.0,82648000.0,20700.0,330600.0,247900.0,4000000.0,100000.0,2012.0,Oct,29.0,88.9,47076781.0,13.96,37927409.0,40.463667,-3.74922 +981,Zee Kids,12400000,7683670251.0,Film & Animation,Zee Kids,1212,India,IN,Entertainment,709.0,124.0,172.0,95163000.0,23800.0,380700.0,285500.0,4600000.0,100000.0,2012.0,Jul,6.0,28.1,1366417754.0,5.36,471031528.0,20.593684,78.96288 +982,Pari's Lifestyle,12400000,7741764747.0,People & Blogs,Pari's Lifestyle,459,India,IN,People,702.0,124.0,63.0,38165000.0,9500.0,152700.0,114500.0,1800000.0,,2018.0,Nov,26.0,28.1,1366417754.0,5.36,471031528.0,20.593684,78.96288 +983,DisneyChannelUK,12400000,12607488647.0,Music,DisneyChannelUK,4422,United Kingdom,GB,Entertainment,306.0,34.0,172.0,34758000.0,8700.0,139000.0,104300.0,1700000.0,,2007.0,Dec,6.0,60.0,66834405.0,3.85,55908316.0,55.378051,-3.435973 +984,MoniLina,12400000,16086808918.0,Comedy,MoniLinaFamily,0,United States,US,People,4057944.0,2774.0,2499.0,,0.0,0.0,0.0,0.0,100.0,2016.0,May,10.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +985,bharatzkitchen HINDI,12400000,2315226648.0,Howto & Style,bharatzkitchen HINDI,729,India,IN,Howto,4042.0,124.0,38.0,30968000.0,7700.0,123900.0,92900.0,1500000.0,100000.0,2016.0,Aug,10.0,28.1,1366417754.0,5.36,471031528.0,20.593684,78.96288 +988,Avril Lavigne,12400000,6202090191.0,Music,Avril Lavigne,205,United States,US,Music,999.0,176.0,150.0,50188000.0,12500.0,200800.0,150600.0,2400000.0,,2005.0,Oct,8.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +989,Caylus,12400000,4779139505.0,Education,Caylus,1340,United States,US,Games,1442.0,175.0,68.0,177600000.0,44400.0,710400.0,532800.0,8500000.0,400000.0,2016.0,Apr,6.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +990,Migos ATL,12400000,6993406259.0,Music,Migos ATL,99,United States,US,Entertainment,833.0,175.0,171.0,49412000.0,12400.0,197600.0,148200.0,2400000.0,100000.0,2012.0,Jan,17.0,88.2,328239523.0,14.7,270663028.0,37.09024,-95.712891 +991,Natan por Aï¿,12300000,9029609749.0,Sports,Natan por Aï¿,1200,Brazil,BR,Entertainment,525.0,55.0,172.0,552513000.0,138100.0,2200000.0,1700000.0,26500000.0,700000.0,2017.0,Feb,12.0,51.3,212559417.0,12.08,183241641.0,-14.235004,-51.92528 +992,Free Fire India Official,12300000,1674409945.0,People & Blogs,Free Fire India Official,1500,India,IN,Games,6141.0,125.0,69.0,64735000.0,16200.0,258900.0,194200.0,3100000.0,300000.0,2018.0,Sep,14.0,28.1,1366417754.0,5.36,471031528.0,20.593684,78.96288 +994,RobTopGames,12300000,374123483.0,Gaming,RobTopGames,39,Sweden,SE,Games,35112.0,4.0,69.0,3871000.0,968.0,15500.0,11600.0,185800.0,100000.0,2012.0,May,9.0,67.0,10285453.0,6.48,9021165.0,60.128161,18.643501 +995,Make Joke Of,12300000,2129773714.0,Comedy,Make Joke Of,62,India,IN,Comedy,4568.0,125.0,44.0,24000000.0,6000.0,96000.0,72000.0,1200000.0,100000.0,2017.0,Aug,1.0,28.1,1366417754.0,5.36,471031528.0,20.593684,78.96288 diff --git a/projeto-final/dados/base-youtube.csv b/projeto-final/dados/base-youtube.csv new file mode 100644 index 0000000..aef67f0 --- /dev/null +++ b/projeto-final/dados/base-youtube.csv @@ -0,0 +1,996 @@ +rank,Youtuber,subscribers,video views,category,Title,uploads,Country,Abbreviation,channel_type,video_views_rank,country_rank,channel_type_rank,video_views_for_the_last_30_days,lowest_monthly_earnings,highest_monthly_earnings,lowest_yearly_earnings,highest_yearly_earnings,subscribers_for_last_30_days,created_year,created_month,created_date,Gross tertiary education enrollment (%),Population,Unemployment rate,Urban_population,Latitude,Longitude +1,T-Series,245000000,2.28E+11,Music,T-Series,20082,India,IN,Music,1,1,1,2258000000,564600,9000000,6800000,108400000,2000000,2006,Mar,13,28.1,1366417754,5.36,471031528,20.593684,78.96288 +2,YouTube Movies,170000000,0,Film & Animation,youtubemovies,1,United States,US,Games,4055159,7670,7423,12,0,0.05,0.04,0.58,nan,2006,Mar,5,88.2,328239523,14.7,270663028,37.09024,-95.712891 +3,MrBeast,166000000,28368841870,Entertainment,MrBeast,741,United States,US,Entertainment,48,1,1,1348000000,337000,5400000,4000000,64700000,8000000,2012,Feb,20,88.2,328239523,14.7,270663028,37.09024,-95.712891 +4,Cocomelon - Nursery Rhymes,162000000,1.64E+11,Education,Cocomelon - Nursery Rhymes,966,United States,US,Education,2,2,1,1975000000,493800,7900000,5900000,94800000,1000000,2006,Sep,1,88.2,328239523,14.7,270663028,37.09024,-95.712891 +5,SET India,159000000,1.48E+11,Shows,SET India,116536,India,IN,Entertainment,3,2,2,1824000000,455900,7300000,5500000,87500000,1000000,2006,Sep,20,28.1,1366417754,5.36,471031528,20.593684,78.96288 +6,Music,119000000,0,nan,Music,0,nan,nan,Music,4057944,nan,nan,nan,0,0,0,0,nan,2013,Sep,24,nan,nan,nan,nan,nan,nan +7,ýýý Kids Diana Show,112000000,93247040539,People & Blogs,ýýý Kids Diana Show,1111,United States,US,Entertainment,5,3,3,731674000,182900,2900000,2200000,35100000,nan,2015,May,12,88.2,328239523,14.7,270663028,37.09024,-95.712891 +8,PewDiePie,111000000,29058044447,Gaming,PewDiePie,4716,Japan,JP,Entertainment,44,1,4,39184000,9800,156700,117600,1900000,nan,2010,Apr,29,63.2,126226568,2.29,115782416,36.204824,138.252924 +9,Like Nastya,106000000,90479060027,People & Blogs,Like Nastya Vlog,493,Russia,RU,People,630,5,25,48947000,12200,195800,146800,2300000,100000,2016,Jan,14,81.9,144373535,4.59,107683889,61.52401,105.318756 +10,Vlad and Niki,98900000,77180169894,Entertainment,Vlad and Niki,574,United States,US,Entertainment,8,5,6,580574000,145100,2300000,1700000,27900000,600000,2018,Apr,23,88.2,328239523,14.7,270663028,37.09024,-95.712891 +11,Zee Music Company,96700000,57856289381,Music,Zee Music Company,8548,India,IN,Music,12,3,2,803613000,200900,3200000,2400000,38600000,1100000,2014,Mar,12,28.1,1366417754,5.36,471031528,20.593684,78.96288 +12,WWE,96000000,77428473662,Sports,WWE,70127,United States,US,Sports,7,6,1,714614000,178700,2900000,2100000,34300000,600000,2007,May,11,88.2,328239523,14.7,270663028,37.09024,-95.712891 +13,Gaming,93600000,0,nan,Gaming,0,nan,nan,Games,4057944,nan,1,nan,0,0,0,0,nan,2013,Dec,15,nan,nan,nan,nan,nan,nan +14,BLACKPINK,89800000,32144597566,People & Blogs,BLACKPINK,543,South Korea,KR,Music,32,1,3,498930000,124700,2000000,1500000,23900000,700000,2016,Jun,29,94.3,51709098,4.15,42106719,35.907757,127.766922 +15,Goldmines,86900000,24118230580,Film & Animation,goldmines,1,nan,nan,Music,4056562,nan,5663,18,0,0.07,0.05,0.86,nan,2006,Aug,15,nan,nan,nan,nan,nan,nan +16,Sony SAB,83000000,1.01E+11,Shows,Sony SAB,71270,India,IN,Entertainment,4,5,7,1657000000,414300,6600000,5000000,79600000,1100000,2007,Aug,4,28.1,1366417754,5.36,471031528,20.593684,78.96288 +17,5-Minute Crafts,80100000,26236790209,Howto & Style,5-Minute Crafts 2.0,1,United Kingdom,GB,Entertainment,4057901,4797,6781,1,0,0,0,0.05,nan,2020,Jul,27,60,66834405,3.85,55908316,55.378051,-3.435973 +18,BANGTANTV,75600000,20826993957,Music,BANGTANTV,2281,South Korea,KR,Music,112,2,4,168290000,42100,673200,504900,8100000,400000,2012,Dec,17,94.3,51709098,4.15,42106719,35.907757,127.766922 +19,Sports,75000000,0,nan,sports,3,United States,US,Entertainment,3898122,6266,5395,16,0,0.06,0.05,0.77,nan,2006,Jan,30,88.2,328239523,14.7,270663028,37.09024,-95.712891 +20,Justin Bieber,71600000,30608119724,Music,Justin Bieber,249,Canada,CA,Music,38,1,6,176326000,44100,705300,529000,8500000,100000,2007,Jan,15,68.9,36991981,5.56,30628482,56.130366,-106.346771 +21,HYBE LABELS,71300000,28634566938,Music,HYBE LABELS,1337,South Korea,KR,Music,46,3,5,598173000,149500,2400000,1800000,28700000,900000,2008,Jun,4,94.3,51709098,4.15,42106719,35.907757,127.766922 +22,Zee TV,70500000,73139054467,Entertainment,Zee TV,129204,India,IN,Entertainment,9,6,8,1707000000,426800,6800000,5100000,81900000,900000,2005,Dec,11,28.1,1366417754,5.36,471031528,20.593684,78.96288 +23,Pinkfong Baby Shark - Kids' Songs & Stories,68200000,38843229963,Education,Pinkfong Baby Shark - Kids' Songs & Stories,2865,United States,US,Education,23,8,2,473387000,118300,1900000,1400000,22700000,600000,2011,Dec,14,88.2,328239523,14.7,270663028,37.09024,-95.712891 +24,Canal KondZilla,66500000,36775585925,Music,Canal KondZilla,2572,Brazil,BR,Music,25,1,7,447223000,0,0,0,0,nan,2012,Mar,21,51.3,212559417,12.08,183241641,-14.235004,-51.92528 +25,ChuChu TV Nursery Rhymes & Kids Songs,65900000,45757850229,Education,ChuChu TV Nursery Rhymes & Kids Songs,633,India,IN,Education,18,7,3,420292000,105100,1700000,1300000,20200000,500000,2013,Feb,9,28.1,1366417754,5.36,471031528,20.593684,78.96288 +26,Shemaroo Filmi Gaane,65600000,28648024439,Music,Shemaroo Filmi Gaane,8502,India,IN,Music,47,8,8,254961000,63700,1000000,764900,12200000,400000,2010,Jun,11,28.1,1366417754,5.36,471031528,20.593684,78.96288 +27,Colors TV,64600000,61510906457,Shows,Colors TV,112915,India,IN,Entertainment,10,9,9,1188000000,296900,4800000,3600000,57000000,1100000,2008,Jun,13,28.1,1366417754,5.36,471031528,20.593684,78.96288 +28,T-Series Bhakti Sagar,61000000,29533230328,Music,T- SERIES BHAKTI SAGAR,13,India,IN,Music,4053938,5803,5744,10,0,0.04,0.03,0.48,nan,2018,Aug,3,28.1,1366417754,5.36,471031528,20.593684,78.96288 +29,Dude Perfect,59500000,16241549158,Sports,Dude Perfect,389,United States,US,Sports,182,9,3,141200000,35300,564800,423600,6800000,100000,2009,Mar,17,88.2,328239523,14.7,270663028,37.09024,-95.712891 +30,Movieclips,59500000,59316472754,Film & Animation,Movieclips,39113,United States,US,Film,11,9,3,114668000,28700,458700,344000,5500000,100000,2006,Apr,28,88.2,328239523,14.7,270663028,37.09024,-95.712891 +31,Tips Official,59300000,33431802698,Music,Tips Official,4741,India,IN,Music,30,11,10,422634000,105700,1700000,1300000,20300000,600000,2007,May,22,28.1,1366417754,5.36,471031528,20.593684,78.96288 +32,El Reino Infantil,58400000,57271630846,Music,El Reino Infantil,1510,Argentina,AR,Music,13,1,11,611828000,153000,2400000,1800000,29400000,600000,2011,Jun,2,90,44938712,9.79,41339571,-38.416097,-63.616672 +33,Wave Music,58000000,40602020243,Music,Wave Music,19487,India,IN,Music,21,12,12,232025000,58000,928100,696100,11100000,500000,2014,Oct,29,28.1,1366417754,5.36,471031528,20.593684,78.96288 +34,Aaj Tak,57600000,25307753534,News & Politics,Aaj Tak,283775,India,IN,News,71,13,1,461148000,115300,1800000,1400000,22100000,500000,2009,Aug,27,28.1,1366417754,5.36,471031528,20.593684,78.96288 +35,Sony Music India,57200000,28837144516,Music,Sony Music India,3882,India,IN,Music,45,14,13,259310000,64800,1000000,777900,12400000,300000,2009,Sep,2,28.1,1366417754,5.36,471031528,20.593684,78.96288 +36,EminemMusic,56900000,27073872856,Music,EminemMusic,156,United States,US,Music,59,10,14,260193000,65000,1000000,780600,12500000,300000,2007,Feb,9,88.2,328239523,14.7,270663028,37.09024,-95.712891 +37,Marshmello,56400000,14696003229,Entertainment,Marshmello,436,United States,US,Music,233,11,15,112100000,28000,448400,336300,5400000,100000,2015,Apr,6,88.2,328239523,14.7,270663028,37.09024,-95.712891 +38,YRF,54600000,35302243691,Film & Animation,YRF,3707,India,IN,Music,28,15,16,512093000,128000,2000000,1500000,24600000,500000,2006,Jun,7,28.1,1366417754,5.36,471031528,20.593684,78.96288 +39,LooLoo Kids - Nursery Rhymes and Children's Songs,54000000,32312431239,Music,LooLoo Kids - Nursery Rhymes and Children's �,11,nan,nan,nan,3800129,nan,nan,159,0.04,0.64,0.48,8,nan,2016,Nov,29,nan,nan,nan,nan,nan,nan +40,Ed Sheeran,53500000,30367676736,Music,Ed Sheeran,383,United Kingdom,GB,Music,39,1,18,202720000,50700,810900,608200,9700000,100000,2006,Aug,8,60,66834405,3.85,55908316,55.378051,-3.435973 +41,Infobells - Hindi,53300000,30516172739,Education,Infobells - Hindi,577,India,IN,Education,37,16,4,815949000,204000,3300000,2400000,39200000,1600000,2014,Jun,6,28.1,1366417754,5.36,471031528,20.593684,78.96288 +42,Taylor Swift,52900000,29884657286,Music,Taylor Swift,216,United States,US,Music,40,13,19,528392000,132100,2100000,1600000,25400000,800000,2006,Sep,20,88.2,328239523,14.7,270663028,37.09024,-95.712891 +43,Ariana Grande,52700000,24004842608,Music,Ariana Grande,147,United States,US,Music,78,14,20,160216000,40100,640900,480600,7700000,100000,2007,Jan,22,88.2,328239523,14.7,270663028,37.09024,-95.712891 +44,BillionSurpriseToys - Nursery Rhymes & Cartoons,52200000,9877365274,Education,BillionSurpriseToys - Nursery Rhymes & Cart�,847,United States,US,Education,450,15,5,266747000,66700,1100000,800200,12800000,600000,2013,Oct,25,88.2,328239523,14.7,270663028,37.09024,-95.712891 +45,JuegaGerman,48100000,14631710289,Gaming,JuegaGerman,2052,Chile,CL,Games,237,1,2,66388000,16600,265600,199200,3200000,200000,2013,May,19,88.5,18952038,7.09,16610135,-35.675147,-71.542969 +46,Billie Eilish,47900000,13626331061,Music,Billie Eilish,65,United States,US,Music,263,16,21,146862000,36700,587400,440600,7000000,200000,2013,Feb,6,88.2,328239523,14.7,270663028,37.09024,-95.712891 +47,Get Movies,47500000,30788679536,Entertainment,Get Movies,3322,Russia,RU,Film,35,1,4,306540000,76600,1200000,919600,14700000,700000,2006,Dec,16,81.9,144373535,4.59,107683889,61.52401,105.318756 +48,Shemaroo,47400000,22519705183,Entertainment,Shemaroo,11451,India,IN,Entertainment,97,17,10,232744000,58200,931000,698200,11200000,500000,2007,Sep,1,28.1,1366417754,5.36,471031528,20.593684,78.96288 +49,Badabun,46800000,19398045702,Entertainment,badabun,1,nan,nan,Music,4047729,nan,5525,440,0.11,2,1,21,75,2007,Jul,21,nan,nan,nan,nan,nan,nan +50,SonyMusicIndiaVEVO,46600000,27286058807,Music,SonyMusicIndiaVEVO,3444,United States,US,Music,55,17,22,314505000,78600,1300000,943500,15100000,400000,2009,Sep,2,88.2,328239523,14.7,270663028,37.09024,-95.712891 +51,A4,46300000,22936630813,Gaming,aefour,1,Cuba,CU,People,4053056,99,5359,94,0.02,0.38,0.28,5,10,2006,Mar,11,41.4,11333483,1.64,8739135,21.521757,-77.781167 +52,Bad Bunny,46100000,30686342319,Music,badbunny,1,nan,nan,Sports,4046070,nan,4501,1,0,0,0,0.05,nan,2005,Nov,15,nan,nan,nan,nan,nan,nan +53,Fernanfloo,46100000,10323391593,Gaming,Fernanfloo,543,El Salvador,SV,Games,419,1,3,33842000,8500,135400,101500,1600000,200000,2011,May,2,29.4,6453553,4.11,4694702,13.794185,-88.89653 +54,Voot Kids,45500000,21388725229,Entertainment,Voot Kids,4660,India,IN,Entertainment,105,18,13,233988000,58500,936000,702000,11200000,400000,2016,Nov,23,28.1,1366417754,5.36,471031528,20.593684,78.96288 +55,Felipe Neto,45200000,16602198273,Entertainment,Felipe Neto,4331,Brazil,BR,Entertainment,174,2,14,130359000,32600,521400,391100,6300000,200000,2006,May,16,51.3,212559417,12.08,183241641,-14.235004,-51.92528 +56,Voc���,44700000,7828610828,Entertainment,Voc���,1558,Brazil,BR,Entertainment,681,3,15,48032000,12000,192100,144100,2300000,100000,2013,Sep,1,51.3,212559417,12.08,183241641,-14.235004,-51.92528 +57,HAR PAL GEO,44600000,41139050371,Entertainment,HAR PAL GEO,100755,Pakistan,PK,Entertainment,20,1,15,1337000000,334300,5300000,4000000,64200000,1300000,2008,Jan,2,9,216565318,4.45,79927762,30.375321,69.345116 +58,BRIGHT SIDE,44500000,10708531817,Howto & Style,brightside,0,nan,nan,nan,4057944,nan,nan,nan,0,0,0,0,1,2005,Nov,18,nan,nan,nan,nan,nan,nan +59,Katy Perry,44200000,25458952022,Music,Katy Perry,128,United States,US,Music,70,19,24,134242000,33600,537000,402700,6400000,100000,2008,Jun,1,88.2,328239523,14.7,270663028,37.09024,-95.712891 +60,whinderssonnunes,44200000,4274709210,Comedy,whinderssonnunes,558,Brazil,BR,Comedy,1741,4,1,26683000,6700,106700,80100,1300000,nan,2013,Jan,21,51.3,212559417,12.08,183241641,-14.235004,-51.92528 +61,ABS-CBN Entertainment,44200000,50292540392,People & Blogs,ABS-CBN Entertainment,193890,Philippines,PH,Entertainment,16,1,16,176629000,44200,706500,529900,8500000,300000,2008,Jul,16,35.5,108116615,2.15,50975903,12.879721,121.774017 +62,Alan Walker,43700000,12884264778,Music,alanwalker,8,Thailand,TH,Film,4056116,4026,5270,22,0.01,0.09,0.07,1,nan,2006,May,12,49.3,69625582,0.75,35294600,15.870032,100.992541 +63,HolaSoyGerman.,43600000,4831311245,Entertainment,holasoygerman. 2,6,nan,nan,People,4047806,nan,7716,4,0,0.02,0.01,0.19,nan,2016,May,27,nan,nan,nan,nan,nan,nan +64,Shakira,43500000,27568757295,People & Blogs,Shakira,326,Colombia,CO,Howto,52,1,3,353412000,88400,1400000,1100000,17000000,500000,2005,Oct,16,55.3,50339443,9.71,40827302,4.570868,-74.297333 +65,ýýýýýýýý ýý ýýýýýýýýýýýýýý,43200000,36458726976,Film & Animation,ýýýýýýýý ýý ýýýýýýýýýýýýýý,1478,Russia,RU,Education,26,2,6,303780000,75900,1200000,911300,14600000,300000,2011,May,31,81.9,144373535,4.59,107683889,61.52401,105.318756 +66,ARY Digital HD,43200000,37939780685,Entertainment,ARY Digital HD,109871,Pakistan,PK,Entertainment,24,2,18,1149000000,287300,4600000,3400000,55200000,900000,2016,Jul,11,9,216565318,4.45,79927762,30.375321,69.345116 +67,Speed Records,42500000,26820902622,Music,Speed Records,10938,India,IN,Music,62,19,26,159757000,39900,639000,479300,7700000,100000,2012,Nov,22,28.1,1366417754,5.36,471031528,20.593684,78.96288 +68,Masha and The Bear,42400000,24519022988,Shows,Masha and The Bear,1218,United States,US,Film,74,20,5,670459000,167600,2700000,2000000,32200000,1000000,2014,Sep,17,88.2,328239523,14.7,270663028,37.09024,-95.712891 +69,Like Nastya Show,42400000,19547696190,Entertainment,Like Nastya Show,618,United States,US,Entertainment,128,21,19,53202000,13300,212800,159600,2600000,nan,2017,Nov,14,88.2,328239523,14.7,270663028,37.09024,-95.712891 +70,Rihanna,41900000,22477745835,Entertainment,Rihanna,84,Barbados,BB,Music,98,1,27,182926000,45700,731700,548800,8800000,100000,2005,Nov,6,65.4,287025,10.33,89431,13.193887,-59.543198 +71,Ishtar Music,41400000,17608931161,Trailers,Ishtar Music,4510,India,IN,Music,155,20,28,180942000,45200,723800,542800,8700000,400000,2005,Sep,22,28.1,1366417754,5.36,471031528,20.593684,78.96288 +72,Kimberly Loaiza,41300000,5603111948,People & Blogs,Kimberly Loaiza,291,Mexico,MX,People,1157,2,1,136745000,34200,547000,410200,6600000,400000,2016,Nov,16,40.2,126014024,3.42,102626859,23.634501,-102.552784 +73,Little Baby Bum - Nursery Rhymes & Kids Songs,40900000,39450824833,Education,Little Baby Bum - Nursery Rhymes & Kids Songs,2423,United States,US,Education,22,22,7,98775000,24700,395100,296300,4700000,100000,2011,Jun,22,88.2,328239523,14.7,270663028,37.09024,-95.712891 +74,Luisito Comunica,40600000,8670473639,Comedy,Luis Arturo Villar Sudek,0,Mexico,MX,Comedy,3612215,3021,nan,nan,0,0,0,0,nan,2010,Jun,18,40.2,126014024,3.42,102626859,23.634501,-102.552784 +75,elrubiusOMG,40400000,7410536668,Gaming,elrubiusOMG,703,nan,nan,Entertainment,756,nan,21,5773000,1400,23100,17300,277100,nan,2011,Dec,20,nan,nan,nan,nan,nan,nan +76,Toys and Colors,40300000,47005053156,Entertainment,Toys and colors,4,nan,nan,People,3989650,nan,7330,5,0,0.02,0.02,0.24,nan,2018,Jun,14,nan,nan,nan,nan,nan,nan +77,shfa2 - ��,39700000,23884824160,People & Blogs,shfa2 - ��,1596,United Arab Emirates,AE,People,81,1,2,247731000,61900,990900,743200,11900000,300000,2017,Nov,6,36.8,9770529,2.35,8479744,23.424076,53.847818 +78,LUCCAS NETO - LUCCAS TOON,39400000,22302547082,People & Blogs,LUCCAS NETO- LUCCAS TOON,1,nan,nan,Games,4057895,nan,7498,2,0,0.01,0.01,0.1,nan,2021,Mar,25,nan,nan,nan,nan,nan,nan +79,CarryMinati,39200000,3294013141,Comedy,CarryMinati,186,India,IN,Comedy,2487,21,2,78688000,19700,314800,236100,3800000,700000,2014,Oct,30,28.1,1366417754,5.36,471031528,20.593684,78.96288 +80,XXXTENTACION,39200000,10507474316,Music,XXXTENTACION,133,United States,US,Music,403,24,29,58362000,14600,233400,175100,2800000,100000,2015,Jun,23,88.2,328239523,14.7,270663028,37.09024,-95.712891 +81,Super Simple Songs - Kids Songs,39200000,44900897958,Education,Super Simple Songs - Kids Songs,744,Canada,CA,Education,19,2,8,560756000,140200,2200000,1700000,26900000,400000,2006,Sep,8,68.9,36991981,5.56,30628482,56.130366,-106.346771 +82,Mikecrack,39100000,16118181673,Gaming,Mikecrack,1876,Spain,ES,Games,188,1,4,264108000,66000,1100000,792300,12700000,800000,2015,Jul,13,88.9,47076781,13.96,37927409,40.463667,-3.74922 +83,WorkpointOfficial,39000000,36131228583,Entertainment,WorkpointOfficial,72580,Thailand,TH,Entertainment,27,1,24,130461000,32600,521800,391400,6300000,200000,2012,Nov,5,49.3,69625582,0.75,35294600,15.870032,100.992541 +84,GR6 EXPLODE,38900000,25154232306,Music,GR6 EXPLODE,3043,Brazil,BR,Music,73,6,30,1635000000,408700,6500000,4900000,78500000,100000,2014,Aug,5,51.3,212559417,12.08,183241641,-14.235004,-51.92528 +85,TEDx Talks,38600000,7339333120,Nonprofits & Activism,TEDx Talks,200933,United States,US,Nonprofit,768,25,1,45638000,11400,182600,136900,2200000,100000,2009,Jun,23,88.2,328239523,14.7,270663028,37.09024,-95.712891 +86,shfa,38400000,21528116909,People & Blogs,ýýýýýýýýýý ýýýýýý,982,Saudi Arabia,SA,Games,150882,774,1454,1589000,397,6400,4800,76300,2000,2018,May,24,68,34268528,5.93,28807838,23.885942,45.079162 +87,Goldmines Gaane Sune Ansune,38300000,16718192386,Music,Goldmines Gaane Sune Ansune,3532,India,IN,Music,170,22,31,814756000,203700,3300000,2400000,39100000,400000,2015,Aug,24,28.1,1366417754,5.36,471031528,20.593684,78.96288 +88,One Direction,38200000,13598903820,Music,21 Savage,11,United States,US,Music,539848,2904,2594,6348,2,25,19,305,100,2016,Jun,26,88.2,328239523,14.7,270663028,37.09024,-95.712891 +89,TheEllenShow,38200000,22756581750,Entertainment,TheEllenShow,15672,United States,US,Entertainment,93,26,26,21804000,5500,87200,65400,1000000,nan,2006,Nov,21,88.2,328239523,14.7,270663028,37.09024,-95.712891 +90,Sony PAL,38200000,28519339489,Shows,Sony PAL,24089,India,IN,Entertainment,49,23,25,415914000,104000,1700000,1200000,20000000,500000,2014,May,9,28.1,1366417754,5.36,471031528,20.593684,78.96288 +91,Daddy Yankee,38000000,22731415608,Music,Daddy Yankee,505,United States,US,Music,92,27,33,205594000,51400,822400,616800,9900000,100000,2011,May,16,88.2,328239523,14.7,270663028,37.09024,-95.712891 +92,Vlad v��ï,37900000,23510152352,nan,Vlad v��ï,515,United States,US,Entertainment,84,28,27,244093000,61000,976400,732300,11700000,200000,2018,Jul,20,88.2,328239523,14.7,270663028,37.09024,-95.712891 +93,Like Nastya ESP,37600000,18208196857,Entertainment,Like Nastya ESP,743,United States,US,Entertainment,145,29,28,321026000,80300,1300000,963100,15400000,700000,2017,Apr,22,88.2,328239523,14.7,270663028,37.09024,-95.712891 +94,ýýýýýýýýýýýý one31,37500000,27262462114,Entertainment,ýýýýýýýýýýýý one31,117152,Thailand,TH,Entertainment,56,2,29,140754000,35200,563000,422300,6800000,300000,2013,Jan,10,49.3,69625582,0.75,35294600,15.870032,100.992541 +95,Jkk Entertainment,37200000,16402066717,Comedy,Jkk Entertainment,220,India,IN,Comedy,178,24,3,49861000,12500,199400,149600,2400000,100000,2017,Mar,20,28.1,1366417754,5.36,471031528,20.593684,78.96288 +96,ABP NEWS,37000000,13102611515,People & Blogs,ABP NEWS,301308,India,IN,News,280,25,2,267060000,66800,1100000,801200,12800000,400000,2012,Jun,1,28.1,1366417754,5.36,471031528,20.593684,78.96288 +97,Maria Clara & JP,37000000,24188861917,People & Blogs,Maria Clara & JP,744,Brazil,BR,Entertainment,75,7,30,251449000,62900,1000000,754300,12100000,300000,2015,Sep,6,51.3,212559417,12.08,183241641,-14.235004,-51.92528 +98,Bruno Mars,36700000,19378155425,Music,Bruno Mars,99,United States,US,Music,134,30,34,175243000,43800,701000,525700,8400000,200000,2006,Sep,19,88.2,328239523,14.7,270663028,37.09024,-95.712891 +99,Maroon 5,36600000,22553923546,Music,Maroon 5,171,United States,US,Music,96,31,35,152825000,38200,611300,458500,7300000,nan,2006,Mar,9,88.2,328239523,14.7,270663028,37.09024,-95.712891 +100,Ultra Bollywood,36600000,15653786446,Trailers,Ultra Bollywood,9168,India,IN,Entertainment,205,26,31,131462000,0,0,0,0,200000,2009,Oct,21,28.1,1366417754,5.36,471031528,20.593684,78.96288 +101,PowerKids TV,36500000,18961241905,Film & Animation,PowerKids TV,5621,nan,nan,Film,139,1,6,318702000,79700,1300000,956100,15300000,600000,2014,Aug,6,nan,nan,nan,nan,nan,nan +102,YouTube,36300000,3010784935,News & Politics,YouTube,744,United States,US,Entertainment,2860,32,5,21103000,5300,84400,63300,1000000,300000,1970,Jan,1,88.2,328239523,14.7,270663028,37.09024,-95.712891 +103,News,36300000,0,nan,News,0,nan,nan,nan,4057944,nan,nan,nan,0,0,0,0,nan,2013,Sep,9,nan,nan,nan,nan,nan,nan +104,Ozuna,36200000,23355801606,Music,Ozuna,196,nan,nan,Music,87,2,36,169242000,42300,677000,507700,8100000,100000,2016,Mar,24,nan,nan,nan,nan,nan,nan +105,MrBeast Gaming,36100000,6331332547,Gaming,MrBeastGaming,5,nan,nan,Comedy,4057305,nan,4880,32,0.01,0.13,0.1,2,1,2011,Feb,26,nan,nan,nan,nan,nan,nan +106,La Granja de Zen�,35700000,27118354077,Music,La Granja de Zen�,654,Argentina,AR,Music,58,2,37,302071000,75500,1200000,906200,14500000,400000,2013,Jun,6,90,44938712,9.79,41339571,-38.416097,-63.616672 +107,Saregama Music,35500000,15657673422,Entertainment,Saregama Music,7566,India,IN,Music,199,27,38,533793000,133400,2100000,1600000,25600000,900000,2013,Jan,4,28.1,1366417754,5.36,471031528,20.593684,78.96288 +108,IndiaTV,35500000,16105023749,News & Politics,IndiaTV,273255,India,IN,News,185,27,3,290847000,72700,1200000,872500,14000000,600000,2006,Aug,26,28.1,1366417754,5.36,471031528,20.593684,78.96288 +109,T-Series Bollywood Classics,35400000,22637783517,Music,T-Series Bollywood Classics,2010,India,IN,Music,94,28,39,331474000,82900,1300000,994400,15900000,500000,2012,Apr,2,28.1,1366417754,5.36,471031528,20.593684,78.96288 +110,Total Gaming,35400000,5556364230,Gaming,totalgaming,1,nan,nan,Autos,4056447,nan,3902,53,0.01,0.21,0.16,3,2,2006,Jul,15,nan,nan,nan,nan,nan,nan +111,Markiplier,35200000,20297931219,Gaming,Markiplier,5490,United States,US,Games,119,34,8,127329000,31800,509300,382000,6100000,100000,2012,May,26,88.2,328239523,14.7,270663028,37.09024,-95.712891 +112,Ryan's World,35200000,55299840198,Entertainment,Ryan's World,2453,United States,US,Entertainment,15,35,32,238613000,59700,954500,715800,11500000,200000,2015,Mar,17,88.2,328239523,14.7,270663028,37.09024,-95.712891 +113,Genevieve's Playhouse - Learning Videos for Kids,34900000,25607397308,Education,Genevieve's Playhouse - Learning Videos for �,617,United States,US,Film,69,36,7,335307000,83800,1300000,1000000,16100000,300000,2016,Jan,6,88.2,328239523,14.7,270663028,37.09024,-95.712891 +114,T-Series Apna Punjab,34600000,21306315429,Music,T- Series Apna Punjab,0,nan,nan,News,4057944,nan,4653,nan,0,0,0,0,nan,2020,Jul,9,nan,nan,nan,nan,nan,nan +115,Techno Gamerz,34400000,9690499664,Gaming,TechnoGamerz,1,nan,nan,Games,4057311,nan,7489,86,0.02,0.34,0.26,4,3,2010,May,19,nan,nan,nan,nan,nan,nan +116,Geet MP3,34300000,12746535822,Music,Geet MP3,679,India,IN,Music,299,31,41,101357000,25300,405400,304100,4900000,100000,2016,Oct,22,28.1,1366417754,5.36,471031528,20.593684,78.96288 +117,J Balvin,34100000,23005313609,Music,J Balvin,141,Colombia,CO,Music,89,2,42,128696000,32200,514800,386100,6200000,100000,2011,Feb,18,55.3,50339443,9.71,40827302,4.570868,-74.297333 +118,Jess No Limit,34000000,3963007415,Entertainment,Jess No Limit,2284,Indonesia,ID,Entertainment,1882,1,33,547141000,136800,2200000,1600000,26300000,5500000,2017,Sep,7,36.3,270203917,4.69,151509724,-0.789275,113.921327 +119,Jingle Toons,34000000,11351015824,Film & Animation,Jingle Toons,240,India,IN,Film,360,32,8,179903000,45000,719600,539700,8600000,600000,2013,Jan,24,28.1,1366417754,5.36,471031528,20.593684,78.96288 +120,VEGETTA777,33800000,15432929204,Gaming,VEGETTA777,7606,Spain,ES,Games,211,2,10,39094000,9800,156400,117300,1900000,nan,2008,Mar,2,88.9,47076781,13.96,37927409,40.463667,-3.74922 +121,Galinha Pintadinha,33800000,27274550757,Film & Animation,Galinha Pintadinha,66,Brazil,BR,Film,54,8,9,403508000,100900,1600000,1200000,19400000,200000,2006,Aug,30,51.3,212559417,12.08,183241641,-14.235004,-51.92528 +122,SSSniperWolf,33700000,23492684419,Gaming,SSSniperWolf,3366,United States,US,Entertainment,83,37,35,210955000,52700,843800,632900,10100000,200000,2013,Jan,20,88.2,328239523,14.7,270663028,37.09024,-95.712891 +123,Desi Music Factory,33700000,10189027455,Music,Desi music factory,2,nan,nan,Music,4057699,nan,5775,nan,0,0,0,0,nan,2018,Apr,10,nan,nan,nan,nan,nan,nan +124,Selena Gomez,33600000,13013567335,Film & Animation,Selena Gomez,188,United States,US,Music,288,38,43,115792000,28900,463200,347400,5600000,200000,2008,Feb,8,88.2,328239523,14.7,270663028,37.09024,-95.712891 +125,Rajshri,33500000,14864294792,Music,Rajshri,3741,India,IN,Entertainment,222,34,36,272255000,68100,1100000,816800,13100000,500000,2006,Mar,24,28.1,1366417754,5.36,471031528,20.593684,78.96288 +126,Ch3Thailand,33500000,29611914495,Entertainment,Ch3Thailand,96214,Thailand,TH,Entertainment,41,3,37,61307000,0,0,0,0,100000,2014,May,29,49.3,69625582,0.75,35294600,15.870032,100.992541 +127,KHANDESHI MOVIES,33500000,11405809704,Comedy,KHANDESHI MOVIES,217,India,IN,Comedy,357,35,4,24736000,6200,98900,74200,1200000,100000,2013,Nov,11,28.1,1366417754,5.36,471031528,20.593684,78.96288 +128,NoCopyrightSounds,33400000,10530729078,Music,NoCopyrightSounds,1331,United Kingdom,GB,Music,402,3,44,55654000,13900,222600,167000,2700000,nan,2011,Aug,14,60,66834405,3.85,55908316,55.378051,-3.435973 +129,CVS 3D Rhymes & Kids Songs,33400000,20269857567,Education,CVS 3D Rhymes & Kids Songs,338,India,IN,Education,120,35,9,136084000,34000,544300,408300,6500000,200000,2008,Aug,26,28.1,1366417754,5.36,471031528,20.593684,78.96288 +130,Ricis Official,33300000,5994136760,People & Blogs,Ricis Official,2736,Indonesia,ID,Entertainment,1043,2,34,157101000,39300,628400,471300,7500000,1900000,2016,Jan,15,36.3,270203917,4.69,151509724,-0.789275,113.921327 +131,BabyBus - Kids Songs and Cartoons,32800000,26355088167,Education,BabyBus - Kids Songs and Cartoons,2122,United States,US,Education,64,39,10,127498000,31900,510000,382500,6100000,200000,2016,Jul,15,88.2,328239523,14.7,270663028,37.09024,-95.712891 +132,Eros Now Music,32700000,17853798780,Entertainment,Mzaalo,1521,India,IN,Entertainment,8055,730,838,20263000,5100,81100,60800,972600,40000,2012,Mar,14,28.1,1366417754,5.36,471031528,20.593684,78.96288 +133,BETER B��,32700000,19180039918,nan,BETER B��,2738,Turkey,TR,Games,137,1,11,1463000000,365900,5900000,4400000,70200000,2100000,2012,Dec,12,23.9,83429615,13.49,63097818,38.963745,35.243322 +134,DisneyMusicVEVO,32700000,28516250629,Music,DisneyMusicVEVO,2068,United States,US,Music,50,40,45,329861000,82500,1300000,989600,15800000,300000,2010,May,20,88.2,328239523,14.7,270663028,37.09024,-95.712891 +135,The Weeknd,32600000,23379969006,Music,The Weeknd,169,Canada,CA,Music,85,3,45,373828000,93500,1500000,1100000,17900000,200000,2011,Feb,25,68.9,36991981,5.56,30628482,56.130366,-106.346771 +136,WowKidz,32200000,16613441479,Film & Animation,wowkidz,2,nan,nan,Entertainment,4053139,nan,6723,1,0,0,0,0.05,nan,2006,Dec,16,nan,nan,nan,nan,nan,nan +137,KAROL G,32100000,18699145555,Music,KAROL G,134,Colombia,CO,Music,140,3,46,465647000,116400,1900000,1400000,22400000,300000,2013,Mar,14,55.3,50339443,9.71,40827302,4.570868,-74.297333 +138,Mr Bean,32100000,10602236110,Shows,Mr Bean,3091,United Kingdom,GB,Comedy,400,4,5,56534000,14100,226100,169600,2700000,100000,2006,Jan,4,60,66834405,3.85,55908316,55.378051,-3.435973 +139,rezendeevil,32100000,13061739758,Gaming,rezendeevil,11882,Brazil,BR,Entertainment,287,9,40,44505000,11100,178000,133500,2100000,nan,2012,Feb,12,51.3,212559417,12.08,183241641,-14.235004,-51.92528 +140,StarPlus,32000000,26800674545,Entertainment,StarPlus,44892,India,IN,Entertainment,60,38,40,1667000000,416800,6700000,5000000,80000000,1200000,2006,May,19,28.1,1366417754,5.36,471031528,20.593684,78.96288 +141,SMTOWN,31900000,27330239663,Music,SMTOWN,4158,nan,nan,Music,53,nan,47,233402000,58400,933600,700200,11200000,100000,2006,Mar,18,nan,nan,nan,nan,nan,nan +142,GMA Network,31900000,19428308461,Entertainment,GMA Network,93311,Philippines,PH,Entertainment,129,2,41,798510000,199600,3200000,2400000,38300000,500000,2006,Nov,20,35.5,108116615,2.15,50975903,12.879721,121.774017 +143,GENIAL,31800000,6762424690,Howto & Style,GENIAL,6734,Mexico,MX,Howto,884,4,4,31455000,7900,125800,94400,1500000,nan,2017,Jun,1,40.2,126014024,3.42,102626859,23.634501,-102.552784 +144,MR. INDIAN HACKER,31700000,5711208484,Science & Technology,MR. INDIAN HACKER,929,India,IN,Tech,1132,40,1,109125000,27300,436500,327400,5200000,500000,2012,Jun,21,28.1,1366417754,5.36,471031528,20.593684,78.96288 +145,Worldwide Records Bhojpuri,31700000,16476978876,Music,Worldwide Records Bhojpuri,6518,India,IN,Music,177,39,48,112648000,28200,450600,337900,5400000,200000,2012,Mar,15,28.1,1366417754,5.36,471031528,20.593684,78.96288 +146,DONA ��,31700000,21031745531,Entertainment,DONA ��,166,United States,US,Entertainment,110,41,42,153280000,38300,613100,459800,7400000,200000,2018,Apr,5,88.2,328239523,14.7,270663028,37.09024,-95.712891 +147,Dream,31700000,2930015381,Gaming,Dream,116,United States,US,Games,2986,41,12,27022000,6800,108100,81100,1300000,200000,2014,Feb,8,88.2,328239523,14.7,270663028,37.09024,-95.712891 +148,Lucas and Marcus,31600000,11615848291,Entertainment,Lucas and Marcus,1321,United States,US,Entertainment,339,42,43,312099000,78000,1200000,936300,15000000,400000,2011,Jan,19,88.2,328239523,14.7,270663028,37.09024,-95.712891 +149,JustinBieberVEVO,31600000,26583873105,Music,JustinBieberVEVO,204,United States,US,Music,63,42,49,105126000,26300,420500,315400,5000000,nan,2009,Sep,26,88.2,328239523,14.7,270663028,37.09024,-95.712891 +150,Luis Fonsi,31400000,15176762479,Entertainment,luisfonsi,0,nan,nan,nan,4057944,nan,nan,nan,0,0,0,0,nan,2006,Mar,31,nan,nan,nan,nan,nan,nan +151,Peppa Pig - Official Channel,31400000,22919271731,Film & Animation,Peppa Pig - Official Channel,3589,United Kingdom,GB,Education,91,5,11,244925000,61200,979700,734800,11800000,300000,2013,Oct,9,60,66834405,3.85,55908316,55.378051,-3.435973 +152,YOLO AVENTURAS,31200000,9673649438,People & Blogs,YOLO AVENTURAS,65,Venezuela,VE,Comedy,3361188,522,2270,3589,0.9,14,11,172,100,2018,Dec,16,79.3,28515829,8.8,25162368,6.42375,-66.58973 +153,The Tonight Show Starring Jimmy Fallon,31200000,17111726160,Comedy,The Tonight Show Starring Jimmy Fallon,8976,United States,US,Comedy,166,44,6,22511000,0,0,0,0,100000,2006,Jan,8,88.2,328239523,14.7,270663028,37.09024,-95.712891 +154,TheDonato,31200000,6187804950,Entertainment,TheDonato,3027,Argentina,AR,Games,997,3,12,190679000,47700,762700,572000,9200000,1900000,2015,Feb,17,90,44938712,9.79,41339571,-38.416097,-63.616672 +155,ImagineDragons,30700000,16793072362,Music,ImagineDragons,92,United States,US,Music,169,45,50,188837000,47200,755300,566500,9100000,100000,2009,Aug,3,88.2,328239523,14.7,270663028,37.09024,-95.712891 +156,Diana and Roma ESP,30700000,12355992466,nan,Diana and Roma ESP,578,United States,US,Entertainment,313,45,45,102998000,25700,412000,309000,4900000,200000,2016,Nov,27,88.2,328239523,14.7,270663028,37.09024,-95.712891 +157,Round2hell,30700000,3145161634,Comedy,Round2hell,67,India,IN,Entertainment,2687,41,45,31822000,8000,127300,95500,1500000,300000,2016,Oct,20,28.1,1366417754,5.36,471031528,20.593684,78.96288 +158,Zee News,30500000,16709857823,News & Politics,Zee News,180092,India,IN,News,168,41,4,461472000,115400,1800000,1400000,22200000,600000,2007,Jun,19,28.1,1366417754,5.36,471031528,20.593684,78.96288 +159,AboFlah,30500000,4521573939,Gaming,AboFlah,641,Kuwait,KW,Entertainment,1573,1,7,157908000,39500,631600,473700,7600000,1300000,2016,Jul,28,54.4,4207083,2.18,4207083,29.31166,47.481766 +160,AH,30400000,4332274962,Entertainment,AH,2197,Indonesia,ID,Entertainment,1701,4,46,21440000,5400,85800,64300,1000000,nan,2014,Jan,26,36.3,270203917,4.69,151509724,-0.789275,113.921327 +161,Trap Nation,30400000,14037426379,Music,Trap Nation,2725,United States,US,Music,255,46,51,45822000,11500,183300,137500,2200000,nan,2012,Sep,23,88.2,328239523,14.7,270663028,37.09024,-95.712891 +162,ýýýýýýýýýýýýýýý ýýýýýý ýýýýýýýýýýýýýýýýýý,30400000,17999961915,nan,ýýýýýýýýýýýýýýý ýýýýýý ýýýýýýýýýýýýýýýýýý,532,United States,US,Entertainment,147,46,46,122926000,30700,491700,368800,5900000,300000,2018,Nov,3,88.2,328239523,14.7,270663028,37.09024,-95.712891 +163,Boram Tube Vlog [��������ï¿,30300000,13546549817,Entertainment,Boram Tube Vlog [��������ï¿,223,United States,US,Entertainment,269,47,47,22724000,5700,90900,68200,1100000,nan,2012,Feb,21,88.2,328239523,14.7,270663028,37.09024,-95.712891 +164,Adele,30200000,14199108016,Music,Adele,15,United Kingdom,GB,Music,248,6,53,137099000,34300,548400,411300,6600000,100000,2008,Apr,4,60,66834405,3.85,55908316,55.378051,-3.435973 +165,Talking Tom,30200000,15199330166,Comedy,TalkingTom,2,United States,US,Entertainment,4057345,7736,6776,nan,0,0,0,0,nan,2008,Jun,27,88.2,328239523,14.7,270663028,37.09024,-95.712891 +166,ýýýýýýýý ýýýýýýýý ýýýýýýýýýý | toyoraljanahtv,30200000,27684955537,Entertainment,ýýýýýýýý ýýýýýýýý ýýýýýýýýýý | toyoraljanahtv,3254,Jordan,JO,Music,51,1,52,116434000,29100,465700,349300,5600000,100000,2008,Nov,24,34.4,10101694,14.72,9213048,30.585164,36.238414 +167,Frost Diamond,30100000,7277493940,Gaming,frostdiamond,0,nan,nan,nan,4057944,nan,nan,nan,0,0,0,0,6,2006,Aug,10,nan,nan,nan,nan,nan,nan +168,Spinnin' Records,30100000,19607009165,Music,Spinnin' Records,11501,Netherlands,NL,Music,127,1,54,100040000,25000,400200,300100,4800000,100000,2007,Jul,12,85,17332850,3.2,15924729,52.132633,5.291266 +169,Little Angel: Nursery Rhymes & Kids Songs,30100000,22593193994,Education,Little Angel: Nursery Rhymes & Kids Songs,1349,United States,US,Education,95,49,12,107525000,26900,430100,322600,5200000,nan,2015,Dec,14,88.2,328239523,14.7,270663028,37.09024,-95.712891 +170,jacksepticeye,30100000,16246625836,Gaming,jacksepticeye,5114,nan,nan,Games,183,2,14,40425000,10100,161700,121300,1900000,100000,2007,Feb,24,nan,nan,nan,nan,nan,nan +171,Shawn Mendes,30000000,12831200855,Music,Shawn Mendes,133,Canada,CA,Music,295,4,55,88749000,22200,355000,266200,4300000,nan,2011,Jan,19,68.9,36991981,5.56,30628482,56.130366,-106.346771 +172,ashish chanchlani vines,29800000,4457913639,Comedy,ashish chanchlani vines,151,India,IN,Comedy,1622,42,8,26171000,6500,104700,78500,1300000,100000,2009,Jul,6,28.1,1366417754,5.36,471031528,20.593684,78.96288 +173,Ultra Records,29600000,17208027242,Music,Ultra Records,4903,United States,US,Music,165,50,56,81884000,20500,327500,245700,3900000,nan,2006,Oct,24,88.2,328239523,14.7,270663028,37.09024,-95.712891 +174,Popular on YouTube,29300000,0,nan,Popular on Youtube,3,nan,nan,Education,4019724,nan,4847,1,0,0,0,0.05,nan,2017,Aug,7,nan,nan,nan,nan,nan,nan +175,Maluma,29300000,21226945136,Music,MaLuMa,14,Argentina,AR,People,4051498,3624,7658,15,0,0.06,0.05,0.72,nan,2015,Oct,31,90,44938712,9.79,41339571,-38.416097,-63.616672 +176,Zhong,29200000,14727238483,Entertainment,Zhong,1513,United States,US,Entertainment,230,51,48,180519000,0,0,0,0,1000000,2015,Jan,19,88.2,328239523,14.7,270663028,37.09024,-95.712891 +177,Enaldinho,29200000,11627437847,Comedy,Enaldinho,3654,Brazil,BR,Games,338,10,15,303100000,75800,1200000,909300,14500000,1000000,2012,Nov,7,51.3,212559417,12.08,183241641,-14.235004,-51.92528 +178,AuronPlay,29200000,4079141673,Comedy,AuronPlay,404,Spain,ES,Comedy,1852,3,9,12143000,3000,48600,36400,582900,nan,2006,Feb,28,88.9,47076781,13.96,37927409,40.463667,-3.74922 +179,Shorts Break,29000000,19466238065,Comedy,shorts break,42,nan,nan,nan,3997024,nan,nan,60805,15,243,182,2900,151,2021,Jan,28,nan,nan,nan,nan,nan,nan +180,infobells - Tamil,28900000,17930570614,Education,infobells - Tamil,555,India,IN,Education,149,44,13,109828000,27500,439300,329500,5300000,200000,2014,Mar,13,28.1,1366417754,5.36,471031528,20.593684,78.96288 +181,Aditya Music India,28500000,25857994495,Music,Aditya Music,0,nan,nan,Music,4057944,nan,4721,nan,0,0,0,0,nan,2010,Dec,16,nan,nan,nan,nan,nan,nan +182,The Late Late Show with James Corden,28400000,9956764048,Entertainment,The Late Late Show with James Corden,5809,United States,US,Entertainment,445,53,49,26435000,6600,105700,79300,1300000,nan,2006,Nov,21,88.2,328239523,14.7,270663028,37.09024,-95.712891 +183,Aditya Movies,28400000,10062770060,Movies,Aditya Movies,5436,India,IN,Film,432,45,11,227355000,56800,909400,682100,10900000,500000,2012,Feb,23,28.1,1366417754,5.36,471031528,20.593684,78.96288 +184,Masha y el Oso,28300000,13577142726,Film & Animation,Masha y El oso,6,nan,nan,nan,4057907,nan,nan,2,0,0.01,0.01,0.1,nan,2019,Jul,21,nan,nan,nan,nan,nan,nan +185,infobells - Telugu,28300000,14814192034,Education,infobells - Telugu,505,India,IN,Education,223,45,14,288110000,72000,1200000,864300,13800000,800000,2014,Mar,13,28.1,1366417754,5.36,471031528,20.593684,78.96288 +186,HUM TV,28300000,23844936965,Entertainment,HUM TV,106983,Pakistan,PK,Entertainment,80,3,49,684860000,171200,2700000,2100000,32900000,700000,2011,May,25,9,216565318,4.45,79927762,30.375321,69.345116 +187,Shemaroo Movies,28200000,7600740993,Entertainment,Shemaroo Movies,3009,India,IN,Film,721,46,13,184966000,46200,739900,554900,8900000,500000,2011,Mar,1,28.1,1366417754,5.36,471031528,20.593684,78.96288 +188,Michael Jackson,28200000,14412474625,Music,Michael Jackson,15,United States,US,Music,242,54,59,158591000,39600,634400,475800,7600000,200000,2005,Jun,22,88.2,328239523,14.7,270663028,37.09024,-95.712891 +189,Drake,28100000,15318895118,Music,drake,3,nan,nan,Film,4011030,nan,4909,31,0.01,0.12,0.09,1,1,2005,Sep,23,nan,nan,nan,nan,nan,nan +190,Goldmines Dishoom,28000000,8603468420,Film & Animation,Goldmines Dishoom,3878,nan,nan,Film,587,nan,14,129211000,32300,516800,387600,6200000,400000,2016,Nov,26,nan,nan,nan,nan,nan,nan +191,Sandeep Maheshwari,27800000,2303069221,People & Blogs,Sandeepmaheshwari,0,Singapore,SG,nan,4057944,3017,nan,nan,0,0,0,0,1,2008,Jan,2,84.8,5703569,4.11,5703569,1.352083,103.819836 +192,Bounce Patrol - Kids Songs,27800000,21037851468,Music,Bounce Patrol - Kids Songs,292,Australia,AU,Music,111,1,61,127441000,31900,509800,382300,6100000,nan,2013,Jan,1,113.1,25766605,5.27,21844756,-25.274398,133.775136 +193,toycantando,27700000,15777682516,Music,toycantando,619,Colombia,CO,Music,197,4,62,173836000,43500,695300,521500,8300000,200000,2009,Jul,7,55.3,50339443,9.71,40827302,4.570868,-74.297333 +194,MrBeast 2,27500000,4552581106,People & Blogs,Leaux Pass,27,United States,US,Music,2161873,5889,4311,649,0,0,0,0,nan,2011,Jun,23,88.2,328239523,14.7,270663028,37.09024,-95.712891 +195,Wiz Khalifa,27500000,13379395501,Music,Wiz Khalifa,682,United States,US,Music,275,57,63,90450000,22600,361800,271300,4300000,100000,2008,May,9,88.2,328239523,14.7,270663028,37.09024,-95.712891 +196,JYP Entertainment,27400000,19883150017,Music,JYP Entertainment,1753,South Korea,KR,Music,124,4,64,307631000,76900,1200000,922900,14800000,200000,2008,Jan,25,94.3,51709098,4.15,42106719,35.907757,127.766922 +197,ýýý Kids Roma Show,27400000,10336420490,People & Blogs,ýýý Kids Roma Show,642,United States,US,Entertainment,418,58,50,175844000,44000,703400,527500,8400000,400000,2015,May,12,88.2,328239523,14.7,270663028,37.09024,-95.712891 +198,DanTDM,27400000,19417887510,Gaming,DanTDM,3664,United Kingdom,GB,Games,132,7,16,78668000,19700,314700,236000,3800000,500000,2012,Jul,14,60,66834405,3.85,55908316,55.378051,-3.435973 +199,Nick Jr.,27300000,22440611155,Film & Animation,Nick Jr.,5438,United States,US,Entertainment,100,59,51,42546000,10600,170200,127600,2000000,200000,2012,Sep,27,88.2,328239523,14.7,270663028,37.09024,-95.712891 +200,Crazy XYZ,27300000,7705492350,Entertainment,Crazy XYZ,1259,India,IN,Tech,707,48,2,102235000,25600,408900,306700,4900000,100000,2017,Sep,10,28.1,1366417754,5.36,471031528,20.593684,78.96288 +201,ToyPuddingTV,27100000,15916882228,Entertainment,ToyPudding TV[����ï,2,nan,nan,People,4052296,nan,7692,14,0,0.06,0.04,0.67,nan,2017,Jun,7,nan,nan,nan,nan,nan,nan +202,Dushyant kukreja,27100000,17318452893,Entertainment,Dushyant kukreja,889,India,IN,Entertainment,159,49,52,429692000,107400,1700000,1300000,20600000,700000,2015,Sep,26,28.1,1366417754,5.36,471031528,20.593684,78.96288 +203,Gulshan Kalra,27100000,12732444881,Howto & Style,Gulshan Kalra,545,nan,nan,Howto,296,nan,5,502779000,125700,2000000,1500000,24100000,1300000,2018,Apr,9,nan,nan,nan,nan,nan,nan +204,Brent Rivera,27000000,6570935979,Comedy,Brent Rivera,554,United States,US,Entertainment,909,60,53,144453000,36100,577800,433400,6900000,300000,2009,Aug,1,88.2,328239523,14.7,270663028,37.09024,-95.712891 +205,Renato Garcia YT,26900000,7938616641,Entertainment,Renato Garcia YT,3956,Brazil,BR,Entertainment,664,11,54,82912000,20700,331600,248700,4000000,200000,2011,Sep,29,51.3,212559417,12.08,183241641,-14.235004,-51.92528 +206,Beast Reacts,26700000,4388047013,People & Blogs,Beast Reacts,241,United States,US,Entertainment,1632,61,54,276187000,69000,1100000,828600,13300000,1200000,2016,Apr,24,88.2,328239523,14.7,270663028,37.09024,-95.712891 +207,enchufetv,26700000,10317306313,Comedy,enchufetv,975,Colombia,CO,Comedy,420,5,11,24363000,6100,97500,73100,1200000,nan,2011,Nov,13,55.3,50339443,9.71,40827302,4.570868,-74.297333 +208,Netflix,26700000,7173668905,Entertainment,Netflix,6471,United States,US,Entertainment,797,62,55,118226000,29600,472900,354700,5700000,200000,2012,Jul,17,88.2,328239523,14.7,270663028,37.09024,-95.712891 +209,Raffy Tulfo in Action,26500000,15065753455,News & Politics,Raffy Tulfo in Action,10022,Philippines,PH,News,219,3,5,163130000,40800,652500,489400,7800000,300000,2016,Apr,20,35.5,108116615,2.15,50975903,12.879721,121.774017 +210,WORLDSTARHIPHOP,26500000,20358117330,Music,WORLDSTARHIPHOP,6873,United States,US,Music,117,63,65,89098000,22300,356400,267300,4300000,nan,2008,Nov,8,88.2,328239523,14.7,270663028,37.09024,-95.712891 +211,Goldmines Bollywood,26400000,8595760553,Film & Animation,Goldmines Bollywood,3622,India,IN,Film,588,50,15,99677000,24900,398700,299000,4800000,400000,2015,Jul,22,28.1,1366417754,5.36,471031528,20.593684,78.96288 +212,Alan Chikin Chow,26400000,27006526665,Comedy,Alan Chikin Chow,865,United States,US,Comedy,61,63,12,1046000000,261500,4200000,3100000,50200000,1300000,2020,Feb,3,88.2,328239523,14.7,270663028,37.09024,-95.712891 +213,PANDA BOI,26400000,17211600007,Entertainment,PANDA BOI,967,Italy,IT,Entertainment,158,1,55,1225000000,306400,4900000,3700000,58800000,2000000,2020,Dec,5,61.9,60297396,9.89,42651966,41.87194,12.56738 +214,BB Ki Vines,26300000,4749833967,Entertainment,BB Ki Vines,190,India,IN,Entertainment,1462,51,57,17264000,4300,69100,51800,828600,nan,2015,Jun,20,28.1,1366417754,5.36,471031528,20.593684,78.96288 +215,D Billions,26200000,31977463002,nan,D Billions,775,United States,US,Entertainment,33,64,58,487076000,121800,1900000,1500000,23400000,200000,2019,Jul,27,88.2,328239523,14.7,270663028,37.09024,-95.712891 +216,Junya.����,26200000,16097531087,Entertainment,Junya.����,5985,Japan,JP,Entertainment,184,2,56,721848000,180500,2900000,2200000,34600000,1100000,2020,Sep,14,63.2,126226568,2.29,115782416,36.204824,138.252924 +217,Smosh,26100000,10435474336,Comedy,Smosh,1619,United States,US,Comedy,410,65,13,68156000,17000,272600,204500,3300000,400000,2005,Nov,19,88.2,328239523,14.7,270663028,37.09024,-95.712891 +218,1MILLION Dance Studio,26100000,7886440199,Entertainment,1MILLION Dance Studio,0,Saudi Arabia,SA,Music,4057944,3695,5641,nan,0,0,0,0,nan,2019,Jul,13,68,34268528,5.93,28807838,23.885942,45.079162 +219,NichLmao,26000000,14101010609,People & Blogs,NichLmao,868,nan,nan,People,249,nan,6,606362000,151600,2400000,1800000,29100000,1100000,2018,Sep,25,nan,nan,nan,nan,nan,nan +220,Beyoncï¿,26000000,17308961985,Music,Beyoncï¿,240,United States,US,Music,163,66,66,55454000,13900,221800,166400,2700000,nan,2005,Nov,7,88.2,328239523,14.7,270663028,37.09024,-95.712891 +221,Mar�����,26000000,18597534412,Music,mariliamendonca,1,nan,nan,Music,4057142,nan,4914,3,0,0.01,0.01,0.14,3,2008,Jun,14,nan,nan,nan,nan,nan,nan +222,Indosiar,25900000,11372071889,Music,Indosiar,65286,Indonesia,ID,Entertainment,358,5,60,230183000,57500,920700,690500,11000000,600000,2013,Sep,23,36.3,270203917,4.69,151509724,-0.789275,113.921327 +223,VanossGaming,25800000,15541421838,Gaming,VanossGaming,1762,Canada,CA,Games,206,5,17,54947000,13700,219800,164800,2600000,nan,2011,Sep,15,68.9,36991981,5.56,30628482,56.130366,-106.346771 +224,David Guetta,25700000,17793809548,Music,David Guetta,749,United States,US,Music,153,67,67,164215000,41100,656900,492600,7900000,100000,2009,Dec,11,88.2,328239523,14.7,270663028,37.09024,-95.712891 +225,LosPolinesios,25700000,7466926260,People & Blogs,LosPolinesios,982,Mexico,MX,People,746,8,7,30501000,7600,122000,91500,1500000,nan,2012,Dec,16,40.2,126014024,3.42,102626859,23.634501,-102.552784 +226,Nicki Minaj,25700000,10242981063,Music,Nicki Minaj,42,United States,US,Music,425,67,67,103631000,25900,414500,310900,5000000,100000,2013,Aug,28,88.2,328239523,14.7,270663028,37.09024,-95.712891 +227,Fede Vigevani,25600000,7962725960,Howto & Style,Fede Vigevani,0,nan,nan,nan,4057944,nan,nan,nan,0,0,0,0,2,2019,Aug,1,nan,nan,nan,nan,nan,nan +228,TaylorSwiftVEVO,25600000,25592378292,Music,TaylorSwiftVEVO,287,United States,US,Music,67,68,68,318593000,79600,1300000,955800,15300000,100000,2009,May,12,88.2,328239523,14.7,270663028,37.09024,-95.712891 +229,ZHC,25500000,2726917087,Film & Animation,zhc,5,nan,nan,Entertainment,4042995,nan,6739,20,0.01,0.08,0.06,0.96,4,2006,Jan,24,nan,nan,nan,nan,nan,nan +230,Post Malone,25500000,14401218086,Music,Post Malone,78,United States,US,Music,243,69,69,195499000,48900,782000,586500,9400000,100000,2011,Dec,15,88.2,328239523,14.7,270663028,37.09024,-95.712891 +231,Rans Entertainment,25400000,6430853035,People & Blogs,Rans Entertainment,3716,Indonesia,ID,Entertainment,942,6,62,58487000,14600,233900,175500,2800000,100000,2015,Dec,27,36.3,270203917,4.69,151509724,-0.789275,113.921327 +232,LankyBox,25400000,34300482066,Comedy,LankyBox,8775,United States,US,Games,29,69,18,815341000,203800,3300000,2400000,39100000,600000,2016,Jul,30,88.2,328239523,14.7,270663028,37.09024,-95.712891 +233,Coldplay,25300000,17331663193,Music,Coldplay,398,United Kingdom,GB,Music,160,8,70,198875000,49700,795500,596600,9500000,100000,2010,Jan,3,60,66834405,3.85,55908316,55.378051,-3.435973 +234,Las Ratitas,25200000,9602246828,People & Blogs,LAS RATITAS,4,nan,nan,People,4051936,nan,7690,11,0,0.04,0.03,0.53,nan,2019,May,31,nan,nan,nan,nan,nan,nan +235,WB Kids,25200000,11081602368,People & Blogs,WB Kids,2025,United States,US,Film,375,70,16,140319000,35100,561300,421000,6700000,300000,2015,Mar,31,88.2,328239523,14.7,270663028,37.09024,-95.712891 +236,ABPLIVE,25200000,7968363381,People & Blogs,ABPLIVE,12,nan,nan,People,4026389,nan,7421,2,0,0.01,0.01,0.1,nan,2014,Jul,26,nan,nan,nan,nan,nan,nan +237,Chris Brown,25200000,15520569496,Music,ChrisBrown,0,nan,nan,nan,3612215,nan,nan,nan,0,0,0,0,nan,nan,nan,nan,nan,nan,nan,nan,nan,nan +238,The Lallantop,25200000,10409352249,News & Politics,The Lallantop,51129,India,IN,News,408,52,6,273920000,68500,1100000,821800,13100000,300000,2015,Mar,23,28.1,1366417754,5.36,471031528,20.593684,78.96288 +239,RihannaVEVO,25100000,19458807708,Music,RihannaVEVO,118,United States,US,Music,130,71,72,94246000,23600,377000,282700,4500000,nan,2009,May,12,88.2,328239523,14.7,270663028,37.09024,-95.712891 +240,WatchMojo.com,25100000,16357064198,Music,WatchMojo.com,24837,Canada,CA,Entertainment,180,6,64,49009000,12300,196000,147000,2400000,nan,2007,Jan,25,68.9,36991981,5.56,30628482,56.130366,-106.346771 +241,TRANS7 OFFICIAL,25000000,14169516119,Entertainment,TRANS7 OFFICIAL,89179,Indonesia,ID,Entertainment,251,7,64,123189000,30800,492800,369600,5900000,100000,2014,Sep,4,36.3,270203917,4.69,151509724,-0.789275,113.921327 +242,Anuel AA,25000000,14827085149,Music,Anuel AA,147,Colombia,CO,Music,225,6,73,284144000,71000,1100000,852400,13600000,300000,2016,Sep,8,55.3,50339443,9.71,40827302,4.570868,-74.297333 +243,Dan Rhodes,24800000,17387583720,Entertainment,Dan Rhodes,1644,United Kingdom,GB,Entertainment,157,9,66,331889000,83000,1300000,995700,15900000,500000,2015,Oct,30,60,66834405,3.85,55908316,55.378051,-3.435973 +244,Yuya,24800000,2588501115,Howto & Style,Yuya,672,Mexico,MX,Howto,3505,9,6,336291,84,1300,1000,16100,nan,2009,Sep,20,40.2,126014024,3.42,102626859,23.634501,-102.552784 +245,America's Got Talent,24800000,3699352704,Entertainment,America's Got Talent,1894,United States,US,Entertainment,2122,72,65,134412000,33600,537600,403200,6500000,400000,2006,Jun,29,88.2,328239523,14.7,270663028,37.09024,-95.712891 +246,mujjuu___14,24800000,14655527943,People & Blogs,mujjuu___14,872,nan,nan,People,234,nan,8,400222000,100100,1600000,1200000,19200000,900000,2020,May,18,nan,nan,nan,nan,nan,nan +247,EminemVEVO,24700000,20531704527,Music,EminemVEVO,104,United States,US,Music,115,73,74,139443000,34900,557800,418300,6700000,100000,2009,May,12,88.2,328239523,14.7,270663028,37.09024,-95.712891 +248,Chloe Ting,24700000,2994726412,Howto & Style,Chloe Ting,412,Australia,AU,Howto,2897,2,7,23263000,5800,93100,69800,1100000,nan,2011,Aug,17,113.1,25766605,5.27,21844756,-25.274398,133.775136 +249,KatyPerryVEVO,24600000,23755792542,Music,KatyPerryVEVO,175,United States,US,Music,82,74,75,88940000,22200,355800,266800,4300000,100000,2009,Dec,13,88.2,328239523,14.7,270663028,37.09024,-95.712891 +250,Mark Rober,24600000,3647987299,Science & Technology,Mark Rober,120,United States,US,Tech,2178,74,3,88625000,22200,354500,265900,4300000,200000,2011,Oct,20,88.2,328239523,14.7,270663028,37.09024,-95.712891 +251,1theK (����ï,24500000,23962070944,Music,1theK (����ï,18950,South Korea,KR,Entertainment,79,6,67,105567000,26400,422300,316700,5100000,nan,2011,Jan,31,94.3,51709098,4.15,42106719,35.907757,127.766922 +252,Like Nastya AE,24400000,12385924995,Entertainment,Like Nastya AE,658,United States,US,Entertainment,312,75,68,169865000,42500,679500,509600,8200000,400000,2018,Dec,19,88.2,328239523,14.7,270663028,37.09024,-95.712891 +253,Amit Bhadana,24300000,2380248899,Entertainment,Amit Bhadana,17,nan,nan,People,4054185,nan,7710,5,0,0.02,0.02,0.24,nan,2009,Dec,31,nan,nan,nan,nan,nan,nan +254,Pen Movies,24300000,6608773195,Film & Animation,Pen Movies,1667,India,IN,Film,903,53,17,94853000,23700,379400,284600,4600000,300000,2014,Mar,25,28.1,1366417754,5.36,471031528,20.593684,78.96288 +255,MrBeast en Espa�ï,24200000,2700914170,Entertainment,MrBeast en Espa�ï,67,Mexico,MX,Entertainment,3309,10,70,33590000,8400,134400,100800,1600000,100000,2021,Jul,9,40.2,126014024,3.42,102626859,23.634501,-102.552784 +256,shfa show India,24200000,15724160183,nan,shfa show India,469,United Arab Emirates,AE,People,203,3,9,151208000,37800,604800,453600,7300000,200000,2019,Apr,1,36.8,9770529,2.35,8479744,23.424076,53.847818 +257,Super JoJo - Nursery Rhymes & Kids Songs,24100000,329774870,nan,Super JoJo - Nursery Rhymes & Kids Songs,36,United States,US,Education,40117,77,15,328503000,82100,1300000,985500,15800000,100000,2019,May,31,88.2,328239523,14.7,270663028,37.09024,-95.712891 +258,Alejo Igoa,24100000,10999000479,Comedy,Alejo Igoa,802,Argentina,AR,Entertainment,376,4,71,401512000,100400,1600000,1200000,19300000,600000,2014,Jan,17,90,44938712,9.79,41339571,-38.416097,-63.616672 +259,Daniel LaBelle,24100000,12916159065,Comedy,Daniel LaBelle,287,nan,nan,Comedy,290,nan,14,398765000,99700,1600000,1200000,19100000,700000,2009,Mar,11,nan,nan,nan,nan,nan,nan +260,netd m�ï¿,24100000,56106087508,Music,netd m�ï¿,23491,Turkey,TR,Music,14,2,76,424815000,106200,1700000,1300000,20400000,200000,2014,Jan,23,23.9,83429615,13.49,63097818,38.963745,35.243322 +261,DJ Snake,24100000,8425505919,Music,DJ Snake,252,United States,US,Music,602,77,76,63293000,15800,253200,189900,3000000,nan,2008,Sep,24,88.2,328239523,14.7,270663028,37.09024,-95.712891 +262,Diana and Roma ARA,24100000,11041261296,nan,Diana and Roma ARA,590,United States,US,Entertainment,379,76,70,66884000,16700,267500,200700,3200000,200000,2019,Feb,1,88.2,328239523,14.7,270663028,37.09024,-95.712891 +263,KSI,24100000,6002166932,Entertainment,KSI,1252,United Kingdom,GB,Music,1053,10,76,5439000,1400,21800,16300,261100,nan,2009,Jul,25,60,66834405,3.85,55908316,55.378051,-3.435973 +264,Spider Slack,24000000,13943030228,Comedy,Spider Slack,901,Brazil,BR,Comedy,252,13,14,761451000,190400,3000000,2300000,36500000,1100000,2020,May,18,51.3,212559417,12.08,183241641,-14.235004,-51.92528 +265,Goldmines Movies,24000000,5652938599,Film & Animation,Ti Ti,3,nan,nan,People,4057888,nan,7725,3,0,0.01,0.01,0.14,nan,2018,Apr,30,nan,nan,nan,nan,nan,nan +266,Preston,24000000,8279004442,Gaming,Preston,4009,United States,US,Entertainment,621,78,72,151697000,37900,606800,455100,7300000,200000,2012,Jul,4,88.2,328239523,14.7,270663028,37.09024,-95.712891 +267,James Charles,23900000,4067878931,Entertainment,James Charles,505,United States,US,Entertainment,1860,79,73,58126000,14500,232500,174400,2800000,100000,2015,Dec,1,88.2,328239523,14.7,270663028,37.09024,-95.712891 +268,Collins Key,23900000,6582932625,Entertainment,Collins Key,257,United States,US,Entertainment,911,79,73,10853000,2700,43400,32600,520900,nan,2011,Aug,9,88.2,328239523,14.7,270663028,37.09024,-95.712891 +269,Diana and Roma EN,23900000,7213499085,People & Blogs,Diana and Roma EN,511,United States,US,Entertainment,787,79,73,177769000,44400,711100,533300,8500000,300000,2011,Dec,22,88.2,328239523,14.7,270663028,37.09024,-95.712891 +270,Venus Entertainment,23800000,5663125358,Entertainment,Venus Entertainment,70,nan,nan,Entertainment,367929,nan,2500,31633,8,127,95,1500,nan,2016,May,17,nan,nan,nan,nan,nan,nan +271,Troom Troom,23800000,10414479943,Howto & Style,Troom Troom,2425,United States,US,Howto,412,80,8,98052000,24500,392200,294200,4700000,100000,2015,Sep,12,88.2,328239523,14.7,270663028,37.09024,-95.712891 +272,Enrique Iglesias,23800000,17688774915,Music,Enrique Iglesias,443,United States,US,Music,154,80,77,122914000,30700,491700,368700,5900000,100000,2007,Apr,12,88.2,328239523,14.7,270663028,37.09024,-95.712891 +273,Ninja,23700000,2543809954,Gaming,Ninja,1732,United States,US,Games,3590,81,19,8368000,2100,33500,25100,401700,nan,2011,Nov,11,88.2,328239523,14.7,270663028,37.09024,-95.712891 +274,FaZe Rug,23700000,7451792132,Gaming,FaZeRug,0,Canada,CA,Games,4057944,3885,7268,nan,0,0,0,0,1,2012,Nov,30,68.9,36991981,5.56,30628482,56.130366,-106.346771 +275,Mister Max,23700000,15510153803,People & Blogs,Mister Max,1099,United Kingdom,GB,Entertainment,208,11,74,32817000,8200,131300,98400,1600000,nan,2014,Sep,22,60,66834405,3.85,55908316,55.378051,-3.435973 +276,That Little Puff,23700000,20289689389,Pets & Animals,That Little Puff,769,United States,US,Animals,118,81,1,755054000,188800,3000000,2300000,36200000,1100000,2020,Aug,29,88.2,328239523,14.7,270663028,37.09024,-95.712891 +277,NickyJamTV,23600000,15901824841,Music,NickyJamTV,392,nan,nan,Music,193,3,78,77927000,19500,311700,233800,3700000,100000,2012,Jan,10,nan,nan,nan,nan,nan,nan +278,Juan De Dios Pantoja,23600000,2135644776,Entertainment,Juan De Dios Pantoja,226,Mexico,MX,People,4529,11,10,46862000,11700,187400,140600,2200000,200000,2014,Jun,9,40.2,126014024,3.42,102626859,23.634501,-102.552784 +279,Logan Paul,23600000,5994002464,Entertainment,Logan Paul,719,United States,US,Entertainment,1057,82,75,10803000,2700,43200,32400,518600,nan,2015,Aug,29,88.2,328239523,14.7,270663028,37.09024,-95.712891 +280,Maya and Mary,23600000,6766461070,Entertainment,Maya and Mary,552,United States,US,Entertainment,883,82,75,44542000,11100,178200,133600,2100000,400000,2013,Aug,30,88.2,328239523,14.7,270663028,37.09024,-95.712891 +281,Peppa Pig Espa���������,23600000,7920637200,Film & Animation,Peppa Pig Espa���������,1251,United Kingdom,GB,Film,668,12,19,53589000,13400,214400,160800,2600000,100000,2014,Jul,28,60,66834405,3.85,55908316,55.378051,-3.435973 +282,Jelly,23500000,14777034543,Gaming,Jelly,6066,United Kingdom,GB,Games,229,13,20,41669000,10400,166700,125000,2000000,nan,2014,May,27,60,66834405,3.85,55908316,55.378051,-3.435973 +283,Miss Katy,23500000,14696994366,People & Blogs,Miss Katy,1044,United Kingdom,GB,Entertainment,235,13,76,59629000,14900,238500,178900,2900000,nan,2014,Nov,17,60,66834405,3.85,55908316,55.378051,-3.435973 +284,Tilak,23400000,9465863821,Film & Animation,Tilak,6672,India,IN,Film,493,56,20,367347000,91800,1500000,1100000,17600000,900000,2020,Oct,10,28.1,1366417754,5.36,471031528,20.593684,78.96288 +285,Valentina Pontes ofc,23400000,7926899136,Film & Animation,Valentina Pontes ofc,1291,Brazil,BR,Entertainment,667,14,77,28285000,7100,113100,84900,1400000,nan,2014,Apr,14,51.3,212559417,12.08,183241641,-14.235004,-51.92528 +286,Sesame Street,23300000,22471357411,Entertainment,Sesame Street,3657,United States,US,Entertainment,99,83,78,124187000,31000,496700,372600,6000000,100000,2006,Jan,16,88.2,328239523,14.7,270663028,37.09024,-95.712891 +287,Happy Lives,23200000,2634,Science & Technology,Happy Lives,1,United States,US,Entertainment,4053372,84,79,6589000000,0,0,0,0,100000,2016,Mar,15,88.2,328239523,14.7,270663028,37.09024,-95.712891 +288,Lady Gaga,23200000,15751661213,People & Blogs,Lady Gaga,172,United States,US,Music,198,83,79,143169000,35800,572700,429500,6900000,100000,2008,May,15,88.2,328239523,14.7,270663028,37.09024,-95.712891 +289,Akshay Nagwadiya,23200000,7966720147,Entertainment,Akshay Nagwadiya,595,nan,nan,Entertainment,660,nan,79,321179000,80300,1300000,963500,15400000,900000,2017,Oct,25,nan,nan,nan,nan,nan,nan +290,Wave Music Bhojpuri,23100000,12889240875,Music,Wave Music Bhojpuri,22578,India,IN,Music,293,59,81,52678000,13200,210700,158000,2500000,100000,2014,Aug,10,28.1,1366417754,5.36,471031528,20.593684,78.96288 +291,GMM GRAMMY OFFICIAL,23100000,25579831081,Music,GMM GRAMMY OFFICIAL,15462,Thailand,TH,Music,68,4,81,130233000,32600,520900,390700,6300000,nan,2010,Nov,8,49.3,69625582,0.75,35294600,15.870032,100.992541 +292,TED,23100000,2551113422,People & Blogs,TED,4445,United States,US,Tech,3568,85,4,13246000,3300,53000,39700,635800,100000,2006,Dec,6,88.2,328239523,14.7,270663028,37.09024,-95.712891 +293,unknown boy varun,23100000,9299371231,Music,unknown boy varun,456,India,IN,Music,506,58,80,304021000,76000,1200000,912100,14600000,700000,2016,Sep,27,28.1,1366417754,5.36,471031528,20.593684,78.96288 +294,Kids TV - Nursery Rhymes And Baby Songs,23100000,13151870846,Shows,Kids TV - Nursery Rhymes And Baby Songs,3781,United States,US,Music,282,85,81,128448000,32100,513800,385300,6200000,700000,2013,Aug,30,88.2,328239523,14.7,270663028,37.09024,-95.712891 +295,Tsuriki Show,23000000,31494513067,Entertainment,Tsuriki Show,2905,Germany,DE,Comedy,34,1,15,756717000,189200,3000000,2300000,36300000,800000,2019,Jul,10,70.2,83132799,3.04,64324835,51.165691,10.451526 +296,Technical Guruji,23000000,3378047383,Science & Technology,Technical Guruji,5041,India,IN,Tech,2420,60,5,22262000,5600,89000,66800,1100000,nan,2015,Oct,19,28.1,1366417754,5.36,471031528,20.593684,78.96288 +297,DrossRotzank,23000000,6041264489,Entertainment,DrossRotzank,1598,Argentina,AR,Entertainment,1040,5,80,35539000,8900,142200,106600,1700000,100000,2006,Mar,9,90,44938712,9.79,41339571,-38.416097,-63.616672 +298,White Hill Music,23000000,10939966484,Entertainment,White Hill Music,5718,India,IN,Music,382,60,82,93183000,23300,372700,279500,4500000,100000,2014,Mar,23,28.1,1366417754,5.36,471031528,20.593684,78.96288 +299,Ultra Movie Parlour,22900000,5320485069,Movies,Ultra Movie Parlour,1670,India,IN,Film,1248,61,22,118846000,0,0,0,0,300000,2011,May,17,28.1,1366417754,5.36,471031528,20.593684,78.96288 +300,Alan Becker,22900000,5380073627,Film & Animation,Alan Becker,0,United States,US,Games,4057944,7700,7453,nan,0,0,0,0,1,2006,Mar,21,88.2,328239523,14.7,270663028,37.09024,-95.712891 +301,toyorbabytv,22900000,16298342829,Music,toyorbabytv,1159,Jordan,JO,Music,181,2,83,169056000,42300,676200,507200,8100000,300000,2012,Nov,1,34.4,10101694,14.72,9213048,30.585164,36.238414 +302,BabyBus - Canciones Infantiles & Videos para Ni�ï,22900000,13206471140,Education,BabyBus - Canciones Infantiles & Videos para�,1251,Mexico,MX,Education,278,12,17,136821000,34200,547300,410500,6600000,200000,2018,Mar,19,40.2,126014024,3.42,102626859,23.634501,-102.552784 +303,KL BRO Biju Rithvik,22800000,17988347989,Entertainment,KL BRO Biju Rithvik,1841,nan,nan,Entertainment,143,nan,79,2033000000,508100,8100000,6100000,97600000,3200000,2020,Jul,21,nan,nan,nan,nan,nan,nan +304,Vania Mania Kids,22700000,10115316784,People & Blogs,Vania Mania Kids,985,United States,US,Education,438,87,18,155215000,38800,620900,465600,7500000,300000,2015,Sep,9,88.2,328239523,14.7,270663028,37.09024,-95.712891 +305,Like Nastya PRT,22700000,11568118121,Entertainment,Like Nastya PRT,654,nan,nan,Entertainment,344,nan,82,96613000,24200,386500,289800,4600000,100000,2019,Apr,9,nan,nan,nan,nan,nan,nan +306,Sun TV,22600000,20847038152,People & Blogs,Sun TV,60964,India,IN,Entertainment,109,63,82,982238000,245600,3900000,2900000,47100000,600000,2016,Feb,26,28.1,1366417754,5.36,471031528,20.593684,78.96288 +307,Heroindori,22600000,9223534599,Comedy,Heroindori,495,India,IN,Entertainment,508,62,81,399152000,99800,1600000,1200000,19200000,1400000,2020,Jun,29,28.1,1366417754,5.36,471031528,20.593684,78.96288 +308,The Chainsmokers,22600000,14231943358,Music,The Chainsmokers,180,United States,US,Music,246,88,84,81660000,20400,326600,245000,3900000,100000,2012,Sep,22,88.2,328239523,14.7,270663028,37.09024,-95.712891 +309,mmoshaya,22600000,17507060680,People & Blogs,mmoshaya,1189,Saudi Arabia,SA,Entertainment,156,1,83,73829000,18500,295300,221500,3500000,100000,2010,Dec,11,68,34268528,5.93,28807838,23.885942,45.079162 +310,Sia,22600000,13405849040,Music,Sia,171,United States,US,Music,273,88,84,95253000,23800,381000,285800,4600000,nan,2007,Nov,19,88.2,328239523,14.7,270663028,37.09024,-95.712891 +311,LeoNata Family,22600000,27084848152,People & Blogs,LeoNata Family,2321,United States,US,People,57,87,11,1174000000,293500,4700000,3500000,56300000,1300000,2021,Sep,28,88.2,328239523,14.7,270663028,37.09024,-95.712891 +312,Goldmines Cineplex,22500000,2431154438,Film & Animation,Goldmines Cineplex,3377,India,IN,Film,3793,64,23,48740000,12200,195000,146200,2300000,200000,2015,Sep,12,28.1,1366417754,5.36,471031528,20.593684,78.96288 +313,Vlad and Niki Arabic,22500000,10613701948,nan,Vlad and Niki Arabic,526,United States,US,Entertainment,399,89,84,65066000,16300,260300,195200,3100000,100000,2018,Nov,9,88.2,328239523,14.7,270663028,37.09024,-95.712891 +314,SSundee,22500000,13835173331,Gaming,SSundee,3315,United States,US,Games,261,90,21,175094000,43800,700400,525300,8400000,200000,2009,Nov,28,88.2,328239523,14.7,270663028,37.09024,-95.712891 +315,Paulo Londra,22400000,8040036209,Music,Paulo Londra,58,Argentina,AR,Music,648,6,85,72242000,18100,289000,216700,3500000,nan,2016,Aug,8,90,44938712,9.79,41339571,-38.416097,-63.616672 +316,Smile Family,22300000,8663830163,People & Blogs,SMILE Family,34,France,FR,Music,3805801,3046,4509,735,0.18,3,2,35,10,2019,Nov,3,65.6,67059887,8.43,54123364,46.227638,2.213749 +317,FGTeeV,22300000,24059336857,Gaming,FGTeeV,1724,United States,US,Games,77,91,22,132110000,33000,528400,396300,6300000,100000,2013,May,24,88.2,328239523,14.7,270663028,37.09024,-95.712891 +318,Kinder Spielzeug Kanal (Kidibli),22200000,11136266461,Entertainment,Kinder Spielzeug Kanal (Kidibli),999,United States,US,Entertainment,370,92,86,139333000,34800,557300,418000,6700000,200000,2015,Sep,25,88.2,328239523,14.7,270663028,37.09024,-95.712891 +319,Charlie Puth,22000000,9924807127,Music,Charlie Puth,157,United States,US,Music,449,94,86,111500000,27900,446000,334500,5400000,100000,2009,Sep,9,88.2,328239523,14.7,270663028,37.09024,-95.712891 +320,Vlad and Niki ESP,22000000,8594440895,nan,Vlad and Niki ESP,515,United States,US,Entertainment,591,93,87,183871000,46000,735500,551600,8800000,200000,2018,Oct,11,88.2,328239523,14.7,270663028,37.09024,-95.712891 +321,Sagawa /���,22000000,18347969186,Entertainment,Sagawa /���,6274,Japan,JP,Entertainment,144,3,88,711254000,177800,2800000,2100000,34100000,800000,2021,Feb,13,63.2,126226568,2.29,115782416,36.204824,138.252924 +322,Ben Azelart,21900000,4454917643,Film & Animation,Ben Azelart,301,United States,US,Entertainment,1620,94,88,184946000,46200,739800,554800,8900000,500000,2014,Jun,5,88.2,328239523,14.7,270663028,37.09024,-95.712891 +323,Zach Choi ASMR,21900000,5918314128,People & Blogs,Zach Choi ASMR,946,United States,US,People,1069,94,12,234222000,58600,936900,702700,11200000,400000,2014,Jul,5,88.2,328239523,14.7,270663028,37.09024,-95.712891 +324,Topper Guild,21900000,15552070846,Comedy,Topper Guild,816,United States,US,Comedy,204,91,16,687028000,171800,2700000,2100000,33000000,1900000,2014,Jul,9,88.2,328239523,14.7,270663028,37.09024,-95.712891 +325,Disney Latinoam��,21900000,20657571751,Entertainment,disneylatinoamerica,116,Mexico,MX,Music,1277277,2973,4085,4719,1,19,14,227,nan,2008,Apr,7,40.2,126014024,3.42,102626859,23.634501,-102.552784 +326,Stokes Twins,21800000,4469711607,People & Blogs,Stokes Twins,257,United States,US,People,1610,95,13,197953000,49500,791800,593900,9500000,600000,2008,Apr,11,88.2,328239523,14.7,270663028,37.09024,-95.712891 +327,National Geographic,21800000,5614621131,Science & Technology,National Geographic,10162,United States,US,Entertainment,1158,95,89,45812000,11500,183200,137400,2200000,100000,2006,May,7,88.2,328239523,14.7,270663028,37.09024,-95.712891 +328,Dua Lipa,21800000,11288359365,Music,Dua Lipa,164,United Kingdom,GB,Music,368,14,87,128047000,32000,512200,384100,6100000,100000,2011,Feb,5,60,66834405,3.85,55908316,55.378051,-3.435973 +329,OneDirectionVEVO,21800000,12140232004,Music,OneDirectionVEVO,266,United Kingdom,GB,Music,322,14,87,51134000,12800,204500,153400,2500000,nan,2010,Dec,4,60,66834405,3.85,55908316,55.378051,-3.435973 +330,Rotana,21800000,19329351143,Music,rotana5018,135,nan,nan,Music,926975,nan,2709,10571,3,42,32,507,100,2011,Oct,27,nan,nan,nan,nan,nan,nan +331,Netflix India,21800000,7780934187,People & Blogs,NETFLIX INDIA,1,nan,nan,People,4052308,nan,7665,408,0,0,0,0,nan,2017,Sep,24,nan,nan,nan,nan,nan,nan +332,Sourav Joshi Vlogs,21700000,9392093496,People & Blogs,Sourav Joshi Vlogs,1390,nan,nan,People,498,nan,13,265336000,66300,1100000,796000,12700000,400000,2019,Feb,19,nan,nan,nan,nan,nan,nan +333,ZAMZAM ELECTRONICS TRADING,21700000,8507818877,nan,ZAMZAM ELECTRONICS TRADING,15126,United Arab Emirates,AE,People,608,4,14,1598000000,399600,6400000,4800000,76700000,3400000,2020,Dec,19,36.8,9770529,2.35,8479744,23.424076,53.847818 +334,DUDU e CAROL,21600000,9597894786,Autos & Vehicles,DUDU e CAROL,2942,Brazil,BR,Entertainment,481,15,90,193174000,48300,772700,579500,9300000,300000,2013,Mar,2,51.3,212559417,12.08,183241641,-14.235004,-51.92528 +335,Village Cooking Channel,21600000,5863377051,Howto & Style,Village Cooking Channel,219,India,IN,Howto,1082,66,9,194604000,48700,778400,583800,9300000,400000,2018,Apr,25,28.1,1366417754,5.36,471031528,20.593684,78.96288 +336,Eva Bravo Play,21600000,9346383505,Entertainment,Eva Bravo Play,228,United States,US,Entertainment,507,96,90,63919000,16000,255700,191800,3100000,nan,2019,May,7,88.2,328239523,14.7,270663028,37.09024,-95.712891 +337,Tekashi 6ix9ine,21500000,5890180734,People & Blogs,Tekashi 6ix9ine,51,United States,US,Music,1081,96,88,113542000,28400,454200,340600,5400000,200000,2018,Apr,6,88.2,328239523,14.7,270663028,37.09024,-95.712891 +338,Tlnovelas,21500000,15013096899,News & Politics,tlnovelas,158,Mexico,MX,Entertainment,1936958,2063,2940,15459,4,62,46,742,nan,2014,Jan,2,40.2,126014024,3.42,102626859,23.634501,-102.552784 +339,SMOL,21500000,22065582014,People & Blogs,Claudio,6,nan,nan,Music,4057657,nan,5782,3,0,0.01,0.01,0.14,nan,2006,Apr,2,nan,nan,nan,nan,nan,nan +340,invictor,21500000,8409641722,Gaming,INVICTOR,17,Chile,CL,People,4038708,2889,7518,49,0.01,0.2,0.15,2,4,2016,Jul,26,88.5,18952038,7.09,16610135,-35.675147,-71.542969 +341,YOLO,21400000,1573058816,Comedy,YOLO,0,Germany,DE,nan,4057944,3810,nan,nan,0,0,0,0,5,2013,Jun,11,70.2,83132799,3.04,64324835,51.165691,10.451526 +342,Sidhu Moose Wala,21400000,6264261757,Music,Sidhu Moose Wala,114,India,IN,Music,987,67,89,160690000,40200,642800,482100,7700000,500000,2017,Oct,30,28.1,1366417754,5.36,471031528,20.593684,78.96288 +343,The Royalty Family,21300000,6269945014,People & Blogs,The Royalty Family,733,United States,US,People,982,98,15,160227000,40100,640900,480700,7700000,200000,2017,Apr,13,88.2,328239523,14.7,270663028,37.09024,-95.712891 +344,Becky G,21300000,10644857969,Music,Becky G,78,United States,US,Music,396,98,90,103171000,25800,412700,309500,5000000,100000,2011,Sep,6,88.2,328239523,14.7,270663028,37.09024,-95.712891 +345,Ishaan Ali 11,21300000,12761253839,People & Blogs,Ishaan Ali 11,951,India,IN,People,301,68,16,729409000,182400,2900000,2200000,35000000,1600000,2016,Jul,27,28.1,1366417754,5.36,471031528,20.593684,78.96288 +346,Infinite,21300000,5141834668,Entertainment,Infinite,1608,United States,US,Entertainment,1296,98,93,68350000,17100,273400,205100,3300000,200000,2014,Aug,21,88.2,328239523,14.7,270663028,37.09024,-95.712891 +347,Azhan5star,21300000,10047736580,Entertainment,Azhan5star,669,India,IN,Entertainment,436,67,92,236293000,59100,945200,708900,11300000,600000,2021,Feb,2,28.1,1366417754,5.36,471031528,20.593684,78.96288 +348,Dangal TV Channel,21300000,12895427184,Entertainment,Dangal TV Channel,20225,India,IN,Entertainment,291,67,92,561020000,140300,2200000,1700000,26900000,700000,2017,Aug,2,28.1,1366417754,5.36,471031528,20.593684,78.96288 +349,Khan GS Research Centre,21200000,2073073070,Education,KHAN GS RESEARCH CENTRE,1,nan,nan,People,4057930,nan,7727,nan,0,0,0,0,nan,2017,Jan,5,nan,nan,nan,nan,nan,nan +350,GMA Public Affairs,21200000,11364908616,Entertainment,GMA Public Affairs,31989,Philippines,PH,News,359,4,7,142317000,35600,569300,427000,6800000,200000,2009,Aug,8,35.5,108116615,2.15,50975903,12.879721,121.774017 +351,Tasty,21100000,5783557209,Howto & Style,Tasty,4728,United States,US,Howto,1113,99,10,24691000,6200,98800,74100,1200000,nan,2016,Jan,22,88.2,328239523,14.7,270663028,37.09024,-95.712891 +352,Baim Paula,21100000,4526271677,People & Blogs,Baim Paula,2325,Indonesia,ID,Entertainment,1583,8,94,26974000,6700,107900,80900,1300000,100000,2016,Jun,4,36.3,270203917,4.69,151509724,-0.789275,113.921327 +353,nigahiga,21000000,4380564906,Entertainment,nigahiga,403,United States,US,Entertainment,1671,100,95,2476000,619,9900,7400,118900,nan,2006,Jul,21,88.2,328239523,14.7,270663028,37.09024,-95.712891 +354,Rafa & Luiz,21000000,7762905663,Entertainment,Rafa & Luiz,2883,Brazil,BR,Entertainment,695,16,94,118410000,29600,473600,355200,5700000,400000,2015,Aug,26,51.3,212559417,12.08,183241641,-14.235004,-51.92528 +355,Lyrical Lemonade,21000000,10631638628,Entertainment,Lyrical Lemonade,420,United States,US,Entertainment,398,100,95,80062000,20000,320200,240200,3800000,100000,2013,Mar,25,88.2,328239523,14.7,270663028,37.09024,-95.712891 +356,Vlad and Niki IDN,21000000,9789121606,nan,Vlad and Niki IDN,498,United States,US,Entertainment,464,100,95,133362000,33300,533400,400100,6400000,300000,2018,Nov,9,88.2,328239523,14.7,270663028,37.09024,-95.712891 +357,Dr. Vivek Bindra: Motivational Speaker,20900000,1693149479,Education,Dr. Vivek Bindra: Motivational Speaker,896,India,IN,Education,6082,69,20,28588000,7100,114400,85800,1400000,100000,2013,Dec,6,28.1,1366417754,5.36,471031528,20.593684,78.96288 +358,Fatos Desconhecidos,20900000,3828000587,Entertainment,Fatos Desconhecidos,6262,Brazil,BR,Entertainment,2033,17,96,52330000,13100,209300,157000,2500000,100000,2013,Sep,26,51.3,212559417,12.08,183241641,-14.235004,-51.92528 +359,Brave Wilderness,20900000,4927879069,Pets & Animals,Brave Wilderness,982,United States,US,Animals,1396,100,2,2989000,0,0,0,0,100000,2014,Sep,8,88.2,328239523,14.7,270663028,37.09024,-95.712891 +360,LIV Crime,20900000,11058049885,People & Blogs,LIV Crime,9850,United States,US,People,372,100,17,383700000,95900,1500000,1200000,18400000,600000,2020,Aug,18,88.2,328239523,14.7,270663028,37.09024,-95.712891 +361,Minecraft - Topic,20900000,0,nan,Minecraft - Topic,0,nan,nan,Games,4057944,nan,24,nan,0,0,0,0,300000,2013,Dec,20,nan,nan,nan,nan,nan,nan +362,Romeo Santos,20900000,17324976752,Music,RomeoSantos,6,United States,US,Music,2595710,5417,4067,99,0.02,0.4,0.3,5,nan,2006,Jul,31,88.2,328239523,14.7,270663028,37.09024,-95.712891 +363,Canal Canalha,20800000,1870608170,Comedy,Canal Canalha,288,Brazil,BR,Comedy,5407,18,18,23897000,6000,95600,71700,1100000,nan,2011,Apr,8,51.3,212559417,12.08,183241641,-14.235004,-51.92528 +364,Kurzgesagt �����ï¿,20800000,2378448129,Education,Kurzgesagt �����ï¿,193,Germany,DE,Education,3914,2,21,29269000,7300,117100,87800,1400000,100000,2013,Jul,9,70.2,83132799,3.04,64324835,51.165691,10.451526 +365,Yoeslan,20700000,17963202261,Entertainment,Yoeslan,619,United States,US,Entertainment,146,101,96,874796000,218700,3500000,2600000,42000000,1000000,2020,Sep,26,88.2,328239523,14.7,270663028,37.09024,-95.712891 +366,5-Minute Crafts DIY,20700000,5091618606,Howto & Style,5-Minute Crafts DIY,5062,United States,US,Howto,1334,103,11,20012000,5000,80000,60000,960600,nan,2018,Jan,18,88.2,328239523,14.7,270663028,37.09024,-95.712891 +367,Zach King,20700000,5410164682,Entertainment,Zach King,6,nan,nan,Entertainment,3997461,nan,4664,125,0.03,0.5,0.38,6,10,2013,Jun,5,nan,nan,nan,nan,nan,nan +368,tuzelity SHUFFLE,20700000,8658941531,People & Blogs,tuzelity SHUFFLE,889,Russia,RU,People,570,3,18,552266000,138100,2200000,1700000,26500000,1600000,2015,Oct,26,81.9,144373535,4.59,107683889,61.52401,105.318756 +369,NBA,20700000,12624879732,Sports,NBA,47926,United States,US,Sports,304,103,4,73025000,18300,292100,219100,3500000,nan,2005,Nov,21,88.2,328239523,14.7,270663028,37.09024,-95.712891 +370,Deddy Corbuzier,20600000,4956090094,Entertainment,deddycorbuzier,15,Indonesia,ID,Entertainment,3539124,4044,6217,85,0.02,0.34,0.26,4,1,2007,Jul,23,36.3,270203917,4.69,151509724,-0.789275,113.921327 +371,Bizarrap,20600000,7657171980,Comedy,Bizarrap,83,Argentina,AR,Entertainment,711,8,98,193176000,48300,772700,579500,9300000,200000,2017,Jan,15,90,44938712,9.79,41339571,-38.416097,-63.616672 +372,Avicii,20600000,10292874715,Music,Avicii,156,Sweden,SE,Music,421,1,92,81236000,20300,324900,243700,3900000,nan,2009,Oct,28,67,10285453,6.48,9021165,60.128161,18.643501 +373,Mnet K-POP,20500000,15038593883,Entertainment,Mnet K-POP,33229,South Korea,KR,Entertainment,220,7,99,158540000,39600,634200,475600,7600000,100000,2006,Mar,9,94.3,51709098,4.15,42106719,35.907757,127.766922 +374,LazarBeam,20500000,8768697257,Gaming,LazarBeam,1323,Australia,AU,Games,565,3,25,26082000,6500,104300,78200,1300000,nan,2015,Jan,4,113.1,25766605,5.27,21844756,-25.274398,133.775136 +375,Ninja Kidz TV,20500000,11009148579,Entertainment,Ninja Kidz TV,296,United States,US,Entertainment,377,104,99,195203000,48800,780800,585600,9400000,100000,2017,Feb,9,88.2,328239523,14.7,270663028,37.09024,-95.712891 +376,Totoy kids - Portugu�,20400000,1796227417,Film & Animation,Totoy kids - Portugu�,206,Brazil,BR,Film,5673,19,24,39495000,9900,158000,118500,1900000,100000,2014,Dec,2,51.3,212559417,12.08,183241641,-14.235004,-51.92528 +377,Jake Paul,20400000,7311322368,People & Blogs,Jake Paul,1006,United States,US,People,778,105,19,14646000,3700,58600,43900,703000,100000,2013,Sep,19,88.2,328239523,14.7,270663028,37.09024,-95.712891 +378,Linkin Park,20400000,13397000296,Music,linkinpark,0,Afghanistan,AF,Games,4057944,1385,7136,nan,0,0,0,0,12,2006,Nov,28,9.7,38041754,11.12,9797273,33.93911,67.709953 +379,Vijay Television,20400000,29406206620,Entertainment,Vijay Television,51515,India,IN,Entertainment,43,70,100,907534000,226900,3600000,2700000,43600000,400000,2007,Feb,1,28.1,1366417754,5.36,471031528,20.593684,78.96288 +380,SlivkiShow,20400000,4707412332,Entertainment,SlivkiShow,462,Ukraine,UA,Entertainment,1489,1,100,28990000,7200,116000,87000,1400000,nan,2012,Dec,11,82.7,44385155,8.88,30835699,48.379433,31.16558 +381,Emiway Bantai,20400000,3579555124,Music,Emiway Bantai,239,India,IN,Music,2236,70,94,41289000,10300,165200,123900,2000000,100000,2013,May,3,28.1,1366417754,5.36,471031528,20.593684,78.96288 +382,Got Talent Global,20300000,2441288701,Entertainment,Got Talent Global,1245,United Kingdom,GB,Entertainment,3750,15,101,86457000,21600,345800,259400,4100000,100000,2013,Jan,31,60,66834405,3.85,55908316,55.378051,-3.435973 +383,ýýýýýýýýýýýýýýý - Genevieve's Playhouse,20300000,11022391339,Education,ýýýýýýýýýýýýýýý - Genevieve's Playhouse,107,nan,nan,Education,380,nan,22,71777000,17900,287100,215300,3400000,200000,2018,Jul,22,nan,nan,nan,nan,nan,nan +384,BabyBus - Cerita & Lagu Anak-anak,20300000,11819051552,Education,BabyBus - Cerita & Lagu Anak-anak,875,Indonesia,ID,Education,332,10,22,112768000,28200,451100,338300,5400000,100000,2019,Jan,14,36.3,270203917,4.69,151509724,-0.789275,113.921327 +385,Ami Rodriguez,20200000,2951914200,Entertainment,Ami Rodriguez,460,Colombia,CO,Entertainment,2959,7,103,263864000,66000,1100000,791600,12700000,1600000,2009,Jul,20,55.3,50339443,9.71,40827302,4.570868,-74.297333 +386,Noor Stars,20200000,2764127969,Comedy,Noor Stars,693,United Arab Emirates,AE,Entertainment,3238,5,102,15556000,3900,62200,46700,746700,100000,2014,Apr,24,36.8,9770529,2.35,8479744,23.424076,53.847818 +387,Family GamesTV,20200000,7066711323,Entertainment,FamilyGamesTV,0,nan,nan,Games,4057944,nan,7492,nan,0,0,0,0,nan,2012,Dec,29,nan,nan,nan,nan,nan,nan +388,Kiddiestv Hindi - Nursery Rhymes & Kids Songs,20200000,7274150246,Education,Kiddiestv Hindi - Nursery Rhymes & Kids Songs,226,India,IN,Education,780,71,23,113420000,28400,453700,340300,5400000,300000,2017,May,25,28.1,1366417754,5.36,471031528,20.593684,78.96288 +389,dednahype,20200000,20919403720,Comedy,dednahype,1935,Latvia,LV,Comedy,108,1,19,1245000000,311200,5000000,3700000,59800000,1200000,2020,Mar,20,88.1,1912789,6.52,1304943,56.879635,24.603189 +390,Marta and Rustam,20200000,19694265358,Comedy,Marta and Rustam,761,United States,US,Comedy,126,106,20,452250000,113100,1800000,1400000,21700000,600000,2021,Jun,21,88.2,328239523,14.7,270663028,37.09024,-95.712891 +391,MiawAug,20200000,6098644584,Gaming,MiawAug,3713,Indonesia,ID,Games,1023,11,27,64489000,16100,258000,193500,3100000,200000,2014,Mar,15,36.3,270203917,4.69,151509724,-0.789275,113.921327 +392,CookieSwirlC,20100000,23353115850,Entertainment,CookieSwirlC,3774,United States,US,Games,86,108,28,221702000,55400,886800,665100,10600000,200000,2013,Nov,3,88.2,328239523,14.7,270663028,37.09024,-95.712891 +393,Skrillex,20100000,6618524158,Music,Skrillex,241,United States,US,Music,905,108,95,25263000,6300,101100,75800,1200000,nan,2010,Apr,6,88.2,328239523,14.7,270663028,37.09024,-95.712891 +394,AuthenticGames,20100000,8920141342,Gaming,AuthenticGames,4974,Brazil,BR,Games,549,20,28,5420000,1400,21700,16300,260200,nan,2011,Oct,7,51.3,212559417,12.08,183241641,-14.235004,-51.92528 +395,Robin Hood Gamer,20100000,10366850490,Entertainment,Homem Aranha player,0,nan,nan,Games,4057944,nan,7471,nan,0,0,0,0,nan,2013,Mar,16,nan,nan,nan,nan,nan,nan +396,Pencilmation,20100000,11317309935,Film & Animation,Pencilmation,1481,United States,US,Entertainment,366,109,104,14862000,3700,59400,44600,713400,100000,2007,Feb,1,88.2,328239523,14.7,270663028,37.09024,-95.712891 +397,7clouds,20100000,14816075927,Music,7clouds,2384,United States,US,Music,227,108,95,276751000,69200,1100000,830300,13300000,300000,2013,May,25,88.2,328239523,14.7,270663028,37.09024,-95.712891 +398,5-Minute Crafts PLAY,20100000,6119294270,Howto & Style,5-Minute Crafts PLAY,5491,United States,US,Howto,1014,108,12,105784000,26400,423100,317400,5100000,100000,2017,Oct,30,88.2,328239523,14.7,270663028,37.09024,-95.712891 +399,Marvel Entertainment,20100000,5634695322,Entertainment,MarvelEntertainment,1,United States,US,Film,4054962,6143,4024,63,0.02,0.25,0.19,3,30,2011,May,10,88.2,328239523,14.7,270663028,37.09024,-95.712891 +400,BuzzFeedVideo,20100000,17913237851,People & Blogs,BuzzFeedVideo,7737,United States,US,People,150,108,20,9112000,2300,36400,27300,437400,nan,2011,Aug,10,88.2,328239523,14.7,270663028,37.09024,-95.712891 +401,REACT,20000000,13154314376,Entertainment,REACT,4339,United States,US,Entertainment,281,109,104,23206000,5800,92800,69600,1100000,nan,2007,Jun,4,88.2,328239523,14.7,270663028,37.09024,-95.712891 +402,Vevo,20000000,559765455,Music,Vevo,1527,United States,US,Music,22747,109,96,1331000,333,5300,4000,63900,nan,2006,Apr,14,88.2,328239523,14.7,270663028,37.09024,-95.712891 +403,Gordon Ramsay,20000000,3875172235,Entertainment,Gordon Ramsay,1527,United Kingdom,GB,Entertainment,2001,16,104,39228000,9800,156900,117700,1900000,200000,2006,Apr,29,60,66834405,3.85,55908316,55.378051,-3.435973 +404,Pentatonix,20000000,6033295543,Music,pentatonix,1,Canada,CA,Entertainment,4051673,4072,6742,nan,0,0,0,0,nan,2006,Mar,9,68.9,36991981,5.56,30628482,56.130366,-106.346771 +405,Green Gold TV - Official Channel,20000000,9715291883,Film & Animation,Green Gold TV - Official Channel,1476,India,IN,Entertainment,473,72,104,70278000,0,0,0,0,100000,2011,Jul,1,28.1,1366417754,5.36,471031528,20.593684,78.96288 +406,Gusttavo Lima Oficial,19900000,13917423958,Music,Gusttavo Lima Oficial,416,Brazil,BR,Music,258,21,97,214803000,53700,859200,644400,10300000,100000,2010,Nov,9,51.3,212559417,12.08,183241641,-14.235004,-51.92528 +407,HaerteTest,19800000,3234880084,Science & Technology,HaerteTest,1411,Germany,DE,Tech,2583,3,6,5650000,1400,22600,17000,271200,nan,2011,Sep,6,70.2,83132799,3.04,64324835,51.165691,10.451526 +408,Crafty Panda,19800000,5759442450,People & Blogs,Crafty Panda,760,United States,US,Entertainment,1120,111,105,6137000,1500,24500,18400,294600,100000,2017,Dec,3,88.2,328239523,14.7,270663028,37.09024,-95.712891 +409,SOMOY TV,19800000,12293479945,News & Politics,TIME NEWS,9930,United States,US,News,1291541,2251,1555,16229,4,65,49,779,nan,2013,Nov,16,88.2,328239523,14.7,270663028,37.09024,-95.712891 +410,JennaMarbles,19700000,1803249241,Comedy,JennaMarbles,250,United States,US,Comedy,5665,112,21,3769000,942,15100,11300,180900,nan,2010,Feb,16,88.2,328239523,14.7,270663028,37.09024,-95.712891 +411,Troom Troom Es,19700000,7452667615,People & Blogs,Troom Troom Es,2912,nan,nan,Howto,747,nan,13,29387000,7300,117500,88200,1400000,100000,2016,Feb,5,nan,nan,nan,nan,nan,nan +412,Official Pink Panther,19700000,10955619815,Film & Animation,OfficialPinkPanther,1,United States,US,Games,4052414,7741,7494,nan,0,0,0,0,nan,2011,Oct,6,88.2,328239523,14.7,270663028,37.09024,-95.712891 +413,Britain's Got Talent,19700000,11323617496,Entertainment,Britain's Got Talent,4225,United Kingdom,GB,Entertainment,364,17,106,54192000,13500,216800,162600,2600000,100000,2008,Apr,12,60,66834405,3.85,55908316,55.378051,-3.435973 +414,SCTV,19700000,9808676159,Entertainment,SCTV,267,United Kingdom,GB,Music,2831648,3695,4668,336,0.08,1,1,16,nan,2006,Mar,25,60,66834405,3.85,55908316,55.378051,-3.435973 +415,AS Gaming,19600000,2851024430,Gaming,ASGaming,17,United States,US,Games,3857915,7711,7464,23,0.01,0.09,0.07,1,nan,2009,Mar,5,88.2,328239523,14.7,270663028,37.09024,-95.712891 +416,Sony AATH,19600000,13930021471,Shows,Sony AATH,18661,United States,US,Entertainment,257,112,106,274212000,68600,1100000,822600,13200000,300000,2013,Nov,13,88.2,328239523,14.7,270663028,37.09024,-95.712891 +417,tabii Urdu,19600000,8779729549,Entertainment,tabii Urdu,1306,Turkey,TR,Entertainment,562,3,107,110806000,27700,443200,332400,5300000,100000,2020,Apr,17,23.9,83429615,13.49,63097818,38.963745,35.243322 +418,DaFuq!?Boom!,19600000,7906181776,Film & Animation,DaFuq!?Boom!,214,United States,US,Entertainment,656,112,106,2304000000,576000,9200000,6900000,110600000,6700000,2016,Jun,6,88.2,328239523,14.7,270663028,37.09024,-95.712891 +419,Clash of Clans,19600000,3961318438,Gaming,Clash of Clans,674,United States,US,Games,1934,113,30,22292000,5600,89200,66900,1100000,nan,2013,Jan,31,88.2,328239523,14.7,270663028,37.09024,-95.712891 +420,RKD Studios,19500000,5234251168,Entertainment,RKD Studios,847,India,IN,Entertainment,1265,74,108,59841000,0,0,0,0,300000,2014,Mar,14,28.1,1366417754,5.36,471031528,20.593684,78.96288 +421,DLS News,19400000,2255542592,News & Politics,DLS News,4750,India,IN,News,4178,74,8,32111000,8000,128400,96300,1500000,100000,2017,Jul,5,28.1,1366417754,5.36,471031528,20.593684,78.96288 +422,JukiLop,19400000,1577859332,People & Blogs,JukiLop,85,Mexico,MX,People,6674,14,22,2382000,595,9500,7100,114300,100000,2017,Sep,15,40.2,126014024,3.42,102626859,23.634501,-102.552784 +423,etvteluguindia,19400000,23038014291,Entertainment,etvteluguindia,125974,India,IN,Entertainment,88,75,109,272917000,68200,1100000,818800,13100000,200000,2010,Mar,15,28.1,1366417754,5.36,471031528,20.593684,78.96288 +424,FIFA,19400000,5529131886,Sports,FIFA,10728,Switzerland,CH,Sports,1186,1,5,58863000,14700,235500,176600,2800000,100000,2006,Sep,6,59.6,8574832,4.58,6332428,46.818188,8.227512 +425,Manoj parihar,19300000,264228052,nan,Manoj parihar,335,India,IN,Howto,48846,75,14,37167000,9300,148700,111500,1800000,300000,2021,Mar,2,28.1,1366417754,5.36,471031528,20.593684,78.96288 +426,Vsauce,19300000,2897907132,Science & Technology,Vsauce,462,nan,nan,Entertainment,3024,nan,110,69614000,17400,278500,208800,3300000,100000,2007,Jul,30,nan,nan,nan,nan,nan,nan +427,Unbox Therapy,19300000,4508184467,Science & Technology,Unbox Therapy,2175,nan,nan,Tech,1596,nan,7,16718000,4200,66900,50200,802500,1100000,2010,Dec,21,nan,nan,nan,nan,nan,nan +428,shane,19200000,4329121104,People & Blogs,shane,570,United States,US,Comedy,1705,114,22,2730000,683,10900,8200,131100,nan,2005,Sep,22,88.2,328239523,14.7,270663028,37.09024,-95.712891 +429,Sonotek,19200000,7590582024,Entertainment,Sonotek,8285,India,IN,Music,724,77,98,28678000,7200,114700,86000,1400000,100000,2011,Jan,11,28.1,1366417754,5.36,471031528,20.593684,78.96288 +430,Jimmy Kimmel Live,19100000,13124645973,Entertainment,Jimmy Kimmel Live,6526,United States,US,Comedy,283,115,23,17243000,4300,69000,51700,827600,nan,2006,Sep,20,88.2,328239523,14.7,270663028,37.09024,-95.712891 +431,TheOdd1sOut,19100000,4566120190,Comedy,TheOdd1sOut,139,United States,US,Comedy,1568,115,23,30986000,7700,123900,93000,1500000,nan,2014,Aug,30,88.2,328239523,14.7,270663028,37.09024,-95.712891 +432,Goldmines Great Indian Comedy,19100000,5194942269,Film & Animation,Goldmines Great Indian Comedy,2948,nan,nan,Film,1279,nan,26,65920000,16500,263700,197800,3200000,200000,2016,Aug,29,nan,nan,nan,nan,nan,nan +433,Lil Nas X,19100000,6339584661,Music,Lil Nas X,37,nan,nan,Music,966,nan,99,46192000,11500,184800,138600,2200000,nan,2018,May,19,nan,nan,nan,nan,nan,nan +434,ýýýýýýýýýýýýýý ýýýý,19000000,4924054368,Education,ýýýýýýýýýýýýýý ýýýý,60,United States,US,Entertainment,1399,116,111,21587000,5400,86300,64800,1000000,100000,2018,Feb,20,88.2,328239523,14.7,270663028,37.09024,-95.712891 +435,SUPER SLICK SLIME SAM,19000000,7229175322,Howto & Style,SUPER SLICK SLIME SAM,903,Mexico,MX,Howto,786,15,111,123338000,30800,493400,370000,5900000,200000,2018,Jan,23,40.2,126014024,3.42,102626859,23.634501,-102.552784 +436,Wow Kidz Action,19000000,8281724393,Film & Animation,Wow Kidz Action,1525,India,IN,Entertainment,618,78,111,105706000,26400,422800,317100,5100000,200000,2017,Nov,8,28.1,1366417754,5.36,471031528,20.593684,78.96288 +437,Turma da M��,19000000,13824277846,Film & Animation,Turma da M��,1154,Brazil,BR,Film,260,22,27,76903000,19200,307600,230700,3700000,100000,2012,Jul,30,51.3,212559417,12.08,183241641,-14.235004,-51.92528 +438,Calvin Harris,19000000,16014044618,Music,Calvin Harris,79,United Kingdom,GB,Music,191,18,99,102410000,25600,409600,307200,4900000,100000,2007,Feb,11,60,66834405,3.85,55908316,55.378051,-3.435973 +439,KBS WORLD TV,19000000,15126092508,Entertainment,KBS WORLD TV,64496,South Korea,KR,Entertainment,217,8,111,107989000,27000,432000,324000,5200000,nan,2007,Jan,6,94.3,51709098,4.15,42106719,35.907757,127.766922 +440,HiMan,18900000,2855519150,People & Blogs,HiMan,375,Russia,RU,Entertainment,3094,4,112,24563000,6100,98300,73700,1200000,nan,2014,Oct,16,81.9,144373535,4.59,107683889,61.52401,105.318756 +441,Masha e o Urso,18900000,8301731337,Shows,Masha e o Urso,0,nan,nan,nan,4057944,nan,nan,nan,0,0,0,0,2,2014,Feb,20,nan,nan,nan,nan,nan,nan +442,Little Angel Espa���������,18900000,9813245108,Education,Little Angel Espa���������,719,Mexico,MX,Education,459,16,24,140398000,35100,561600,421200,6700000,nan,2018,Jan,26,40.2,126014024,3.42,102626859,23.634501,-102.552784 +443,TED-Ed,18800000,3654621568,Education,TED-Ed,2072,United States,US,Education,2163,117,25,29874000,7500,119500,89600,1400000,100000,2011,Mar,1,88.2,328239523,14.7,270663028,37.09024,-95.712891 +444,Sidemen,18800000,5257834105,Entertainment,Sidemen,312,United Kingdom,GB,Entertainment,1263,19,113,78158000,19500,312600,234500,3800000,100000,2015,Jun,14,60,66834405,3.85,55908316,55.378051,-3.435973 +445,Cardi B,18800000,7634430188,People & Blogs,Cardi B,9,nan,nan,nan,4054469,nan,nan,7,0,0.03,0.02,0.34,nan,2017,Aug,15,nan,nan,nan,nan,nan,nan +446,Busy Fun Ltd,18800000,7762077012,nan,TG MAYANK YT,2,nan,nan,nan,4057882,nan,nan,nan,0,0,0,0,nan,2021,Dec,21,nan,nan,nan,nan,nan,nan +447,Farruko,18800000,9573641299,Music,Farruko,217,United States,US,Music,485,117,100,97758000,24400,391000,293300,4700000,100000,2009,Oct,30,88.2,328239523,14.7,270663028,37.09024,-95.712891 +448,ýýýýýýýýýýýýýýýýýýýýýý,18800000,9594188708,Entertainment,ýýýýýýýýýýýýýýýýýýýýýý,530,Ukraine,UA,Entertainment,483,2,113,68006000,17000,272000,204000,3300000,100000,2014,Oct,20,82.7,44385155,8.88,30835699,48.379433,31.16558 +449,Triggered Insaan,18800000,3276891538,Comedy,Triggered Insaan,304,India,IN,People,2508,79,24,109026000,27300,436100,327100,5200000,700000,2014,Jul,17,28.1,1366417754,5.36,471031528,20.593684,78.96288 +450,CKN,18700000,12295637162,Entertainment,cKn,16,Spain,ES,Music,3188353,4093,5631,102,0.03,0.41,0.31,5,1,2005,Sep,26,88.9,47076781,13.96,37927409,40.463667,-3.74922 +451,Ali-A,18700000,6148303268,Gaming,ali-a,2,nan,nan,People,4053443,nan,7729,1,0,0,0,0.05,nan,2016,Jul,7,nan,nan,nan,nan,nan,nan +452,Shemaroo Comedy,18600000,6047584292,Entertainment,Shemaroo Comedy,4487,India,IN,Comedy,1033,81,24,102431000,25600,409700,307300,4900000,200000,2007,Jan,31,28.1,1366417754,5.36,471031528,20.593684,78.96288 +453,Smile Family Spanish,18600000,7008250496,nan,Smile Family Spanish,457,United States,US,Entertainment,830,118,115,43396000,10800,173600,130200,2100000,200000,2019,Jun,19,88.2,328239523,14.7,270663028,37.09024,-95.712891 +454,GRAMMY GOLD OFFICIAL,18600000,20196704276,Music,GRAMMY GOLD OFFICIAL,6287,Thailand,TH,Music,121,5,101,168597000,42100,674400,505800,8100000,100000,2014,Jan,15,49.3,69625582,0.75,35294600,15.870032,100.992541 +455,ýýýýýýýý ýýýýýýýýýý ýýýýýýýýýý | Arab Games Network,18600000,8761255550,Gaming,ýýýýýýýý ýýýýýýýýýý ýýýýýýýýýý | Arab Games ýýý,6289,Saudi Arabia,SA,Games,566,3,31,43007000,10800,172000,129000,2100000,500000,2013,Nov,29,68,34268528,5.93,28807838,23.885942,45.079162 +456,Dan-Sa / Daniel Saboya,18500000,2908120896,Music,Dan-Sa / Daniel Saboya,1329,Brazil,BR,Music,45213,24,102,6148000000,0,0,0,0,100000,2007,Sep,22,51.3,212559417,12.08,183241641,-14.235004,-51.92528 +457,Marmok,18500000,3457618361,Gaming,Marmok,374,Russia,RU,Games,2356,5,32,38282000,9600,153100,114800,1800000,100000,2008,Apr,27,81.9,144373535,4.59,107683889,61.52401,105.318756 +458,The ACE Family,18500000,4558380251,People & Blogs,The ACE Family,712,nan,nan,People,1572,nan,25,2835000,709,11300,8500,136100,nan,2016,Jan,10,nan,nan,nan,nan,nan,nan +459,Like Nastya Vlog,18500000,8147575884,People & Blogs,Like Nastya Vlog,493,Russia,RU,People,630,5,25,48947000,12200,195800,146800,2300000,100000,2016,Jan,14,81.9,144373535,4.59,107683889,61.52401,105.318756 +460,Willie Salim,18500000,4051072188,People & Blogs,Willie Salim,679,Indonesia,ID,People,1868,13,25,197369000,49300,789500,592100,9500000,1600000,2014,Jan,6,36.3,270203917,4.69,151509724,-0.789275,113.921327 +461,PDK Films,18400000,4120324310,Entertainment,PDK Films,111,United States,US,Entertainment,1825,120,116,14430000,3600,57700,43300,692600,nan,2009,Jul,21,88.2,328239523,14.7,270663028,37.09024,-95.712891 +462,TheWillyrex,18400000,7038827526,Comedy,TheWillyrex,6943,Spain,ES,Games,825,7,33,11004000,2800,44000,33000,528200,nan,2011,Jan,26,88.9,47076781,13.96,37927409,40.463667,-3.74922 +463,RsiamMusic : ��������,18400000,11544297793,Music,RsiamMusic : ��������,3159,Thailand,TH,Music,346,6,103,54133000,13500,216500,162400,2600000,100000,2011,Mar,8,49.3,69625582,0.75,35294600,15.870032,100.992541 +464,Dhar Mann,18400000,11280732382,People & Blogs,Alejandro Basalo,0,nan,nan,nan,4057944,nan,nan,nan,0,0,0,0,2,2007,Apr,25,nan,nan,nan,nan,nan,nan +465,shakiraVEVO,18400000,25367126292,Music,shakiraVEVO,197,United States,US,Music,72,120,103,267126000,66800,1100000,801400,12800000,nan,2009,Sep,2,88.2,328239523,14.7,270663028,37.09024,-95.712891 +466,Naisa Alifia Yuriza (N.A.Y),18300000,1606834186,People & Blogs,Naisa Alifia Yuriza (N.A.Y),786,Indonesia,ID,Entertainment,6502,14,117,17063000,4300,68300,51200,819000,nan,2017,Jul,8,36.3,270203917,4.69,151509724,-0.789275,113.921327 +467,Miley Cyrus,18300000,7760819588,Entertainment,Miley Cyrus,142,United States,US,Entertainment,696,121,117,127982000,32000,511900,383900,6100000,100000,2009,Sep,15,88.2,328239523,14.7,270663028,37.09024,-95.712891 +468,IShowSpeed,18300000,1556003039,Gaming,IShowSpeed,1324,United States,US,Games,6734,120,33,140261000,35100,561000,420800,6700000,800000,2016,Mar,21,88.2,328239523,14.7,270663028,37.09024,-95.712891 +469,Good Mythical Morning,18300000,8798044678,Entertainment,Goodmythicalmorning,0,nan,nan,nan,3612215,3305,nan,nan,0,0,0,0,nan,nan,nan,nan,nan,nan,nan,nan,nan,nan +470,Bobby chourasiya,18200000,9937823152,People & Blogs,Bobby chourasiya,442,nan,nan,People,452,nan,27,467848000,117000,1900000,1400000,22500000,1000000,2019,Jan,25,nan,nan,nan,nan,nan,nan +471,INCR�ï¿,18200000,3213324455,People & Blogs,INCR�ï¿,6903,Brazil,BR,Howto,2610,25,15,18045000,4500,72200,54100,866200,nan,2017,Jun,20,51.3,212559417,12.08,183241641,-14.235004,-51.92528 +472,Jake Fellman,18100000,13378360425,Entertainment,Jake Fellman,420,United States,US,Entertainment,274,122,118,497044000,124300,2000000,1500000,23900000,700000,2012,Oct,13,88.2,328239523,14.7,270663028,37.09024,-95.712891 +473,GEN HALILINTAR,18100000,3306242674,Entertainment,GEN HALILINTAR,1037,Indonesia,ID,Entertainment,2498,15,119,27312000,6800,109200,81900,1300000,nan,2015,Mar,4,36.3,270203917,4.69,151509724,-0.789275,113.921327 +474,SQUEEZIE,18100000,9983065083,Gaming,SQUEEZIE,1521,France,FR,Entertainment,443,1,119,48099000,12000,192400,144300,2300000,100000,2011,Jan,9,65.6,67059887,8.43,54123364,46.227638,2.213749 +475,Blippi - Educational Videos for Kids,18100000,14857290259,Education,Blippi - Educational Videos for Kids,707,United States,US,Education,224,123,26,180412000,45100,721600,541200,8700000,300000,2014,Jan,27,88.2,328239523,14.7,270663028,37.09024,-95.712891 +476,officialpsy,18100000,10703830496,Music,officialpsy,131,South Korea,KR,Music,393,10,104,64989000,16200,260000,195000,3100000,nan,2010,Oct,4,94.3,51709098,4.15,42106719,35.907757,127.766922 +477,Ajay Sharma,18100000,12249828886,Entertainment,Ajay Sharma,0,nan,nan,nan,4057944,nan,nan,nan,0,0,0,0,1,2009,Oct,24,nan,nan,nan,nan,nan,nan +478,Manual do Mundo,18000000,3980991248,Howto & Style,Manual do Mundo,2470,Brazil,BR,Tech,1922,26,8,54766000,13700,219100,164300,2600000,100000,2006,Jul,24,51.3,212559417,12.08,183241641,-14.235004,-51.92528 +479,How Ridiculous,18000000,9601137077,Sports,How Ridiculous,650,Australia,AU,Sports,478,5,6,391298000,97800,1600000,1200000,18800000,600000,2009,Sep,9,113.1,25766605,5.27,21844756,-25.274398,133.775136 +480,And TV,18000000,15412333005,Entertainment,ANDtv,45,United States,US,Entertainment,4012108,7627,6667,4,0,0.02,0.01,0.19,nan,2006,Aug,4,88.2,328239523,14.7,270663028,37.09024,-95.712891 +481,Sebasti���,18000000,10463166404,News & Politics,Sebasti���,237,United States,US,Music,406,124,105,110776000,27700,443100,332300,5300000,nan,2013,Mar,30,88.2,328239523,14.7,270663028,37.09024,-95.712891 +482,SonyMusicSouthVEVO,18000000,17921124985,Music,SonyMusicSouthVEVO,5692,United States,US,Music,148,123,104,257597000,64400,1000000,772800,12400000,100000,2014,Jul,14,88.2,328239523,14.7,270663028,37.09024,-95.712891 +483,TheGrefg,18000000,6404852037,Gaming,TheGrefg,3566,Spain,ES,Games,950,8,34,43830000,11000,175300,131500,2100000,nan,2012,Jan,30,88.9,47076781,13.96,37927409,40.463667,-3.74922 +484,BeatboxJCOP,18000000,8716982055,Film & Animation,BeatboxJCOP,748,nan,nan,Entertainment,539,nan,115,1375000000,343800,5500000,4100000,66000000,3400000,2011,Mar,12,nan,nan,nan,nan,nan,nan +485,David Dobrik,17900000,7176572299,People & Blogs,David Dobrik,536,United States,US,People,801,125,28,8650000,2200,34600,26000,415200,100000,2014,Dec,19,88.2,328239523,14.7,270663028,37.09024,-95.712891 +486,KatieAngel,17900000,3841205465,People & Blogs,KatieAngel,982,United States,US,Music,2014,125,106,51687000,12900,206700,155100,2500000,100000,2015,May,19,88.2,328239523,14.7,270663028,37.09024,-95.712891 +487,RobleisIUTU,17900000,5168721499,Entertainment,RobleisIUTU,1344,Argentina,AR,Games,1294,9,35,27545000,6900,110200,82600,1300000,100000,2013,Apr,15,90,44938712,9.79,41339571,-38.416097,-63.616672 +488,Lele Pons,17900000,5244917119,Comedy,Lele Pons,185,United States,US,Entertainment,1264,125,121,18548000,4600,74200,55600,890300,nan,2015,Sep,19,88.2,328239523,14.7,270663028,37.09024,-95.712891 +489,Demi Lovato,17900000,6888074944,Music,Demi Lovato,314,United States,US,Music,858,125,106,29182000,7300,116700,87500,1400000,nan,2008,Jan,30,88.2,328239523,14.7,270663028,37.09024,-95.712891 +490,Like Nastya VNM,17900000,9867515979,Entertainment,Like Nastya VNM,602,Vietnam,VN,Entertainment,455,1,121,84467000,21100,337900,253400,4100000,100000,2019,Nov,22,28.5,96462106,2.01,35332140,14.058324,108.277199 +491,Jason Derulo,17900000,9887116267,Music,Jason Derulo,830,United States,US,Music,446,124,105,447891000,112000,1800000,1300000,21500000,400000,2008,Jul,21,88.2,328239523,14.7,270663028,37.09024,-95.712891 +492,MGC Playhouse,17900000,16174530046,Shows,MGC Playhouse,1426,United States,US,Education,187,125,27,102621000,25700,410500,307900,4900000,100000,2009,Feb,3,88.2,328239523,14.7,270663028,37.09024,-95.712891 +493,Zuni and Family,17900000,6746269458,People & Blogs,zuni and family,2,nan,nan,People,4057766,nan,7733,4,0,0.02,0.01,0.19,nan,2020,Jul,15,nan,nan,nan,nan,nan,nan +494,Priyal Kukreja,17800000,11057945183,People & Blogs,Priyal Kukreja,772,India,IN,People,378,83,29,431390000,107800,1700000,1300000,20700000,900000,2021,Apr,23,28.1,1366417754,5.36,471031528,20.593684,78.96288 +495,MSA previously My Story Animated,17800000,8588704539,Film & Animation,MSA Previously My Story Animated,26,United States,US,People,3976090,5208,4978,20708,5,83,62,994,2960,2021,Nov,9,88.2,328239523,14.7,270663028,37.09024,-95.712891 +496,ýýýýýýýýý KIMPRO,17700000,19206701832,nan,ýýýýýýýýý KIMPRO,1646,South Korea,KR,People,125,9,26,3404000000,850900,13600000,10200000,163400000,3200000,2017,Nov,11,94.3,51709098,4.15,42106719,35.907757,127.766922 +497,Jane ASMR ��,17700000,7387621644,nan,Jane ASMR ��,1888,South Korea,KR,People,762,11,30,102803000,0,0,0,0,nan,2012,Nov,17,94.3,51709098,4.15,42106719,35.907757,127.766922 +498,ArianaGrandeVevo,17700000,20115544708,Music,ArianaGrandeVevo,178,United States,US,Music,122,127,108,97422000,24400,389700,292300,4700000,nan,2010,Oct,21,88.2,328239523,14.7,270663028,37.09024,-95.712891 +499,jaanvi patel,17700000,7912733203,People & Blogs,jaanvi patel,512,India,IN,People,671,84,30,346753000,86700,1400000,1000000,16600000,900000,2018,Jul,18,28.1,1366417754,5.36,471031528,20.593684,78.96288 +500,tanboy kun,17700000,3647267655,People & Blogs,tanboy kun,739,Indonesia,ID,Entertainment,2169,17,122,48174000,12000,192700,144500,2300000,100000,2016,Oct,27,36.3,270203917,4.69,151509724,-0.789275,113.921327 +501,Lil Pump,17700000,4196061192,Music,Lil Pump,60,nan,nan,Music,1785,nan,108,9243000,0,0,0,0,nan,2015,Oct,15,nan,nan,nan,nan,nan,nan +502,Porta dos Fundos,17700000,7739048000,Entertainment,Porta dos Fundos,2240,Brazil,BR,Entertainment,705,27,123,35337000,8800,141300,106000,1700000,nan,2012,Mar,12,51.3,212559417,12.08,183241641,-14.235004,-51.92528 +503,News 24,17700000,8396875537,News & Politics,24 ���ï,211620,Ukraine,UA,News,880,24,112,370779000,92700,1500000,1100000,17800000,230000,2006,Feb,5,82.7,44385155,8.88,30835699,48.379433,31.16558 +504,Les' Copaque Production,17700000,9059696049,Film & Animation,Les' Copaque Production,1716,Malaysia,MY,Entertainment,531,1,123,117727000,29400,470900,353200,5700000,200000,2009,Nov,9,45.1,32447385,3.32,24475766,4.210484,101.975766 +505,El Payaso Plim Plim,17700000,17247584185,Film & Animation,El Payaso Plim Plim,1316,Argentina,AR,Music,162,10,107,640030000,160000,2600000,1900000,30700000,600000,2013,Oct,18,90,44938712,9.79,41339571,-38.416097,-63.616672 +506,zbing z.,17600000,9269174070,Gaming,zbing z.,3151,Thailand,TH,Games,511,7,36,55127000,13800,220500,165400,2600000,nan,2014,Mar,12,49.3,69625582,0.75,35294600,15.870032,100.992541 +507,MissaSinfonia,17600000,2274007523,Comedy,MissaSinfonia,233,Mexico,MX,Comedy,4139,17,25,27445000,6900,109800,82300,1300000,100000,2011,Jan,5,40.2,126014024,3.42,102626859,23.634501,-102.552784 +508,ýýýýýýýýý Liziqi,17600000,2977741577,Howto & Style,ýýýýýýýýý Liziqi,128,China,CN,Howto,2917,1,16,22354000,5600,89400,67100,1100000,100000,2017,Aug,22,50.6,1397715000,4.32,842933962,35.86166,104.195397 +509,The Game Theorists,17600000,3752347262,Gaming,TheGameTheorists,0,Australia,AU,nan,3612215,6095,nan,nan,0,0,0,0,nan,nan,nan,nan,113.1,25766605,5.27,21844756,-25.274398,133.775136 +510,DeGoBooM,17600000,6306204566,Gaming,DeGoBooM,4702,Chile,CL,Games,973,3,36,100215000,25100,400900,300600,4800000,500000,2014,Feb,1,88.5,18952038,7.09,16610135,-35.675147,-71.542969 +511,JFlaMusic,17600000,3802280098,Music,JFlaMusic,326,South Korea,KR,Music,2056,12,109,11099000,2800,44400,33300,532700,nan,2011,Aug,22,94.3,51709098,4.15,42106719,35.907757,127.766922 +512,FactTechz,17500000,2238134438,Entertainment,FactTechz,709,India,IN,Entertainment,4243,86,124,21056000,5300,84200,63200,1000000,nan,2016,Jul,24,28.1,1366417754,5.36,471031528,20.593684,78.96288 +513,News18 India,17500000,7263619576,News & Politics,News18 India,182742,India,IN,News,770,85,10,394106000,98500,1600000,1200000,18900000,700000,2007,Oct,25,28.1,1366417754,5.36,471031528,20.593684,78.96288 +514,Fun For Kids TV - Hindi Rhymes,17500000,7612385622,Entertainment,Fun For Kids TV - Hindi Rhymes,149,India,IN,Entertainment,723,86,124,109847000,27500,439400,329500,5300000,300000,2017,Sep,27,28.1,1366417754,5.36,471031528,20.593684,78.96288 +515,IGN,17500000,16107116549,Gaming,IGN,156215,United States,US,Games,189,129,37,98342000,24600,393400,295000,4700000,nan,2006,Sep,19,88.2,328239523,14.7,270663028,37.09024,-95.712891 +516,Aphmau,17400000,17763586483,Gaming,Aphmau,4411,United States,US,Games,152,129,37,439870000,110000,1800000,1300000,21100000,400000,2012,Aug,13,88.2,328239523,14.7,270663028,37.09024,-95.712891 +517,AMARINTV : ������������,17400000,13043561912,Entertainment,AMARINTV : ������������,118448,Thailand,TH,News,286,8,11,235993000,59000,944000,708000,11300000,200000,2014,Feb,5,49.3,69625582,0.75,35294600,15.870032,100.992541 +518,ýýýýýýýýýýýýýýýý - Al-Remas,17400000,11144195464,Music,ýýýýýýýýýýýýýýýý - Al-Remas,2133,Iraq,IQ,Music,371,1,110,113003000,28300,452000,339000,5400000,nan,2013,Sep,27,16.2,39309783,12.82,27783368,33.223191,43.679291 +519,Koray Zeynep,17400000,16560557488,People & Blogs,Koray Zeynep,2078,nan,nan,People,173,nan,31,426389000,106600,1700000,1300000,20500000,400000,2016,Jul,8,nan,nan,nan,nan,nan,nan +520,Apple,17300000,1026425106,Science & Technology,Apple,180,United States,US,Tech,11274,130,9,46484000,11600,185900,139500,2200000,100000,2005,Jun,22,88.2,328239523,14.7,270663028,37.09024,-95.712891 +521,Stubborn Facts,17300000,902225615,Film & Animation,Stubborn Facts,287,India,IN,Entertainment,13315,87,125,837850,209,3400,2500,40200,nan,2016,Sep,5,28.1,1366417754,5.36,471031528,20.593684,78.96288 +522,Taarak Mehta Ka Ooltah Chashmah,17300000,11371738047,Entertainment,Taarak Mehta Ka Ooltah Chashmah,4778,India,IN,Entertainment,356,87,125,331944000,83000,1300000,995800,15900000,300000,2014,Aug,4,28.1,1366417754,5.36,471031528,20.593684,78.96288 +523,HowToBasic,17300000,3684816159,Howto & Style,HowToBasic,582,Australia,AU,Howto,2146,6,17,15525000,3900,62100,46600,745200,nan,2011,Dec,8,113.1,25766605,5.27,21844756,-25.274398,133.775136 +524,PopularMMOs,17200000,14573155899,Gaming,PopularMMOs,4685,nan,nan,Games,240,nan,38,15296000,3800,61200,45900,734200,100000,2012,Apr,17,nan,nan,nan,nan,nan,nan +525,Marques Brownlee,17200000,3606912471,Science & Technology,Marques Brownlee,1567,United States,US,Tech,2196,131,10,52325000,13100,209300,157000,2500000,100000,2008,Mar,21,88.2,328239523,14.7,270663028,37.09024,-95.712891 +526,Anitta,17200000,7337212581,Music,Anitta,138,Brazil,BR,Music,769,28,111,72684000,18200,290700,218100,3500000,nan,2011,Nov,2,51.3,212559417,12.08,183241641,-14.235004,-51.92528 +527,Jason Vlogs,17200000,8903647480,Education,Jason Oo,83,Australia,AU,People,4031958,3450,7408,25,0.01,0.1,0.08,1,nan,2014,Sep,11,113.1,25766605,5.27,21844756,-25.274398,133.775136 +528,El Reino a Jugar,17200000,11445492404,Education,El Reino a Jugar,1007,Argentina,AR,Education,353,11,28,83709000,20900,334800,251100,4000000,100000,2015,Mar,3,90,44938712,9.79,41339571,-38.416097,-63.616672 +529,Willyrex,17200000,5024088947,Gaming,Willyrex,7550,Spain,ES,Games,1359,9,38,15405000,3900,61600,46200,739500,nan,2009,Aug,9,88.9,47076781,13.96,37927409,40.463667,-3.74922 +530,TheBrianMaps,17100000,4448334716,Comedy,TheBrianMaps,498,Russia,RU,Entertainment,1624,6,126,37164000,9300,148700,111500,1800000,100000,2012,Jun,4,81.9,144373535,4.59,107683889,61.52401,105.318756 +531,TRANS TV Official,17100000,9710962528,Entertainment,TRANS TV Official,148225,Indonesia,ID,Entertainment,472,18,127,45811000,11500,183200,137400,2200000,100000,2014,Sep,2,36.3,270203917,4.69,151509724,-0.789275,113.921327 +532,Liza Koshy,17100000,2173106162,Comedy,Liza Koshy,142,United States,US,Entertainment,4443,132,127,1761000,440,7000,5300,84500,nan,2013,Sep,2,88.2,328239523,14.7,270663028,37.09024,-95.712891 +533,Queen Official,17000000,10847948832,Music,Queen Official,1015,United Kingdom,GB,Music,385,21,112,93768000,23400,375100,281300,4500000,100000,2008,Jul,7,60,66834405,3.85,55908316,55.378051,-3.435973 +534,Prajapati News,17000000,1001465469,Comedy,Prajapati News,1407,India,IN,Entertainment,11662,89,128,7626000,1900,30500,22900,366100,100000,2013,Mar,14,28.1,1366417754,5.36,471031528,20.593684,78.96288 +535,Gaby and Alex,17000000,8229883114,Entertainment,gabyandalex,1,nan,nan,People,4057752,nan,7732,nan,0,0,0,0,nan,2008,Aug,21,nan,nan,nan,nan,nan,nan +536,LuisFonsiVEVO,17000000,14543594822,Music,LuisFonsiVEVO,97,United States,US,Music,241,133,112,49817000,12500,199300,149500,2400000,nan,2009,May,12,88.2,328239523,14.7,270663028,37.09024,-95.712891 +537,Pop Chartbusters,16900000,8684010451,Music,Pop Chartbusters,2235,India,IN,Music,574,90,113,72911000,18200,291600,218700,3500000,200000,2011,Aug,26,28.1,1366417754,5.36,471031528,20.593684,78.96288 +538,Guava Juice,16900000,9111000228,Gaming,Guava Juice,1910,United States,US,Entertainment,527,134,129,10889000,2700,43600,32700,522600,nan,2006,Jul,18,88.2,328239523,14.7,270663028,37.09024,-95.712891 +539,EeOneGuy,16900000,3827906874,Entertainment,EeOneGuy,366,United States,US,Entertainment,2039,134,129,1635000,409,6500,4900,78500,nan,2013,Mar,19,88.2,328239523,14.7,270663028,37.09024,-95.712891 +540,VICE,16900000,4609753237,Entertainment,VICE,3900,United States,US,Entertainment,1543,134,129,36357000,9100,145400,109100,1700000,100000,2005,Dec,16,88.2,328239523,14.7,270663028,37.09024,-95.712891 +541,Aayu and Pihu Show,16900000,9270331567,Comedy,Aayu and Pihu Show,441,India,IN,People,510,90,34,89782000,22400,359100,269300,4300000,nan,2017,May,8,28.1,1366417754,5.36,471031528,20.593684,78.96288 +542,Danny Fitt,16900000,9544277833,People & Blogs,Danny Fitt,2337,United States,US,Entertainment,488,134,129,275264000,68800,1100000,825800,13200000,700000,2016,Dec,31,88.2,328239523,14.7,270663028,37.09024,-95.712891 +543,Bispo Bruno Leonardo,16900000,3523578665,Nonprofits & Activism,Bispo Bruno Leonardo,4891,Brazil,BR,Nonprofit,2307,29,2,149543000,37400,598200,448600,7200000,400000,2016,Apr,10,51.3,212559417,12.08,183241641,-14.235004,-51.92528 +544,DeToxoMoroxo,16800000,2315962318,Entertainment,de toxomoroxo,1,nan,nan,Music,4056488,nan,5767,nan,0,0,0,0,nan,2016,Apr,30,nan,nan,nan,nan,nan,nan +545,Doggy Doggy Cartoons,16800000,6518418501,Entertainment,Doggy Doggy Cartoons,0,nan,nan,nan,4057944,nan,nan,nan,0,0,0,0,nan,2018,Nov,11,nan,nan,nan,nan,nan,nan +546,deepesh zo,16800000,7206462713,People & Blogs,deepesh zo,41,nan,nan,People,4038822,nan,7611,1,0,0,0,0.05,1,2021,Sep,24,nan,nan,nan,nan,nan,nan +547,Like Nastya IDN,16800000,7195314800,Entertainment,Like Nastya IDN,502,Indonesia,ID,Entertainment,795,19,130,42836000,10700,171300,128500,2100000,100000,2019,Nov,22,36.3,270203917,4.69,151509724,-0.789275,113.921327 +548,Gato Galactico | GAL�ï¿,16800000,3693798804,Film & Animation,Gato Galactico | GAL�ï¿,1491,Brazil,BR,Entertainment,2129,30,130,44121000,11000,176500,132400,2100000,100000,2013,Apr,2,51.3,212559417,12.08,183241641,-14.235004,-51.92528 +549,Salman Noman,16700000,10393037902,Entertainment,salman Noman,3,nan,nan,nan,4057674,nan,nan,7,0,0.03,0.02,0.34,10,2022,May,14,nan,nan,nan,nan,nan,nan +550,CoryxKenshin,16700000,7102965621,Gaming,CoryxKenshin,1693,United States,US,Games,814,135,39,105114000,26300,420500,315300,5000000,200000,2009,Apr,27,88.2,328239523,14.7,270663028,37.09024,-95.712891 +551,With Kids[����ï,16700000,8826138204,Entertainment,With Kids[����ï,920,United States,US,Entertainment,559,135,130,45698000,11400,182800,137100,2200000,100000,2012,Jul,6,88.2,328239523,14.7,270663028,37.09024,-95.712891 +552,Travis Scott,16700000,7979736581,Music,Travis Scott,13,United States,US,Music,564542,1920,1751,37623,9,150,113,1800,nan,2010,Sep,1,88.2,328239523,14.7,270663028,37.09024,-95.712891 +553,Tu COSMOPOLIS,16700000,5089284369,People & Blogs,Tu COSMOPOLIS,8741,Mexico,MX,People,1337,19,35,16139000,4000,64600,48400,774700,nan,2014,Aug,28,40.2,126014024,3.42,102626859,23.634501,-102.552784 +554,Ivana Alawi,16600000,1318442641,nan,Ivana Alawi,180,Philippines,PH,People,8338,5,36,15079000,3800,60300,45200,723800,100000,2018,Jun,1,35.5,108116615,2.15,50975903,12.879721,121.774017 +555,Werever2morro,16600000,2798273962,Entertainment,werever2morro,0,Mexico,MX,Games,4057944,4248,7462,nan,0,0,0,0,nan,2010,Dec,7,40.2,126014024,3.42,102626859,23.634501,-102.552784 +556,IDEAS EN 5 MINUTOS,16600000,3696973456,Howto & Style,Ideas En 5 Minutos,216,Spain,ES,nan,3108857,2753,nan,65470,16,262,196,3100,nan,2017,Apr,2,88.9,47076781,13.96,37927409,40.463667,-3.74922 +557,NMF News,16600000,7435180827,News & Politics,NMF News,112261,India,IN,News,749,91,12,59201000,14800,236800,177600,2800000,100000,2013,Oct,22,28.1,1366417754,5.36,471031528,20.593684,78.96288 +558,SriBalajiMovies,16600000,9439857193,Entertainment,SriBalajiMovies,20102,India,IN,Entertainment,497,91,132,154049000,38500,616200,462100,7400000,200000,2011,Sep,29,28.1,1366417754,5.36,471031528,20.593684,78.96288 +559,Lahari Music - TSeries,16600000,11946217860,Music,Lahari Music - TSeries,8976,India,IN,Music,326,91,115,89012000,22300,356000,267000,4300000,100000,2011,Nov,21,28.1,1366417754,5.36,471031528,20.593684,78.96288 +560,Younes Zarou,16600000,15278668857,Entertainment,Younes Zarou,2200,Germany,DE,Entertainment,213,4,131,617257000,154300,2500000,1900000,29600000,900000,2021,May,6,70.2,83132799,3.04,64324835,51.165691,10.451526 +561,Jordan Matter,16600000,5819508534,Entertainment,Jordan Matter,413,United States,US,Entertainment,1088,136,132,199033000,49800,796100,597100,9600000,300000,2006,Dec,21,88.2,328239523,14.7,270663028,37.09024,-95.712891 +562,ýýýýýýýý ýýýýýýýýýýýýýýýýýýýýýý,16500000,2440934034,Entertainment,ýýýýýýýý ýýýýýýýýýýýýýýýýýýýýýý,421,United States,US,Entertainment,3778,137,133,21953000,5500,87800,65900,1100000,200000,2014,Mar,9,88.2,328239523,14.7,270663028,37.09024,-95.712891 +563,FailArmy,16500000,3037260680,Comedy,FailArmy,438,United States,US,Entertainment,2766,137,133,112986000,28200,451900,339000,5400000,100000,2011,Jul,5,88.2,328239523,14.7,270663028,37.09024,-95.712891 +564,BBC News Hindi,16500000,7043235131,News & Politics,BBC News Hindi,21243,India,IN,News,821,92,13,131202000,32800,524800,393600,6300000,300000,2009,Sep,22,28.1,1366417754,5.36,471031528,20.593684,78.96288 +565,FunFun Toy Doll TV,16500000,7406207930,Entertainment,FunFun Toy Doll TV,735,United States,US,Entertainment,757,137,133,24378000,6100,97500,73100,1200000,nan,2016,May,31,88.2,328239523,14.7,270663028,37.09024,-95.712891 +566,Sandra Cires Art,16400000,3955426159,Howto & Style,Sandra Cires Art,1091,United States,US,Entertainment,1938,138,134,18028000,4500,72100,54100,865300,nan,2011,Sep,27,88.2,328239523,14.7,270663028,37.09024,-95.712891 +567,Kaykai Salaider,16400000,4434679706,Comedy,Kaykai Salaider,428,Thailand,TH,Entertainment,1636,9,134,9341000,2300,37400,28000,448400,nan,2011,Jan,24,49.3,69625582,0.75,35294600,15.870032,100.992541 +568,UFC - Ultimate Fighting Championship,16400000,7135820721,Sports,UFC - Ultimate Fighting Championship,14662,United States,US,Sports,806,138,7,133208000,33300,532800,399600,6400000,100000,2006,Mar,4,88.2,328239523,14.7,270663028,37.09024,-95.712891 +569,Ch7HD,16400000,9463244435,Entertainment,Ch7HD,56203,Thailand,TH,Entertainment,496,9,134,87757000,21900,351000,263300,4200000,100000,2010,May,17,49.3,69625582,0.75,35294600,15.870032,100.992541 +570,RCTI - LAYAR DRAMA INDONESIA,16400000,13478392540,Entertainment,RCTI - LAYAR DRAMA INDONESIA,1,nan,nan,People,4057943,nan,7724,nan,0,0,0,0,nan,2020,Oct,19,nan,nan,nan,nan,nan,nan +571,Alfredo Larin,16400000,14431830557,Entertainment,Alfredo Larin,1,nan,nan,Entertainment,4057780,nan,6788,1,0,0,0,0.05,nan,2015,Nov,23,nan,nan,nan,nan,nan,nan +572,GMMTV OFFICIAL��,16400000,12844432341,Entertainment,GMMTV OFFICIAL��,23952,Thailand,TH,Entertainment,294,9,134,181382000,45300,725500,544100,8700000,200000,2010,Sep,13,49.3,69625582,0.75,35294600,15.870032,100.992541 +573,Matt Stonie,16300000,3527627264,Entertainment,MattStonie,54,United States,US,Entertainment,283499,1874,1836,29735,7,119,89,1400,nan,2010,Jun,19,88.2,328239523,14.7,270663028,37.09024,-95.712891 +574,Boyce Avenue,16300000,6578828147,Music,Boyce Avenue,490,United States,US,Music,913,139,117,28787000,7200,115100,86400,1400000,nan,2007,Sep,2,88.2,328239523,14.7,270663028,37.09024,-95.712891 +575,Camila Cabello,16300000,6613422635,Music,Camila Cabello,80,United States,US,Music,906,139,117,42704000,10700,170800,128100,2000000,100000,2015,Aug,11,88.2,328239523,14.7,270663028,37.09024,-95.712891 +576,Little Mix,16300000,7520242626,Music,Little Mix,278,United Kingdom,GB,Music,740,22,117,38604000,9700,154400,115800,1900000,nan,2011,Nov,30,60,66834405,3.85,55908316,55.378051,-3.435973 +577,SAM SMITH,16300000,10170264839,Music,SAM SMITH,230,United Kingdom,GB,Entertainment,428,22,135,85778000,21400,343100,257300,4100000,nan,2012,Sep,14,60,66834405,3.85,55908316,55.378051,-3.435973 +578,Pitbull,16300000,12475714382,Music,Pitbull,352,United States,US,Music,308,139,117,88004000,22000,352000,264000,4200000,nan,2006,Jul,5,88.2,328239523,14.7,270663028,37.09024,-95.712891 +579,Bollywood Classics,16300000,7141825267,Entertainment,Bollywood Classics,1444,India,IN,Music,804,93,116,151477000,37900,605900,454400,7300000,300000,2011,Oct,13,28.1,1366417754,5.36,471031528,20.593684,78.96288 +580,Technoblade,16300000,1656452554,Gaming,Technoblade,989,United States,US,Games,6274,138,40,17944000,4500,71800,53800,861300,200000,2013,Oct,28,88.2,328239523,14.7,270663028,37.09024,-95.712891 +581,W2S,16300000,4768370464,Gaming,W2S,652,United Kingdom,GB,Entertainment,1455,22,135,3079000,770,12300,9200,147800,nan,2012,Jul,26,60,66834405,3.85,55908316,55.378051,-3.435973 +582,Jennifer Lopez,16200000,10227242833,Music,Jennifer Lopez,258,United States,US,Music,426,140,118,63441000,15900,253800,190300,3000000,nan,2005,Nov,18,88.2,328239523,14.7,270663028,37.09024,-95.712891 +583,Kids Play,16200000,8091706232,Entertainment,Kids Play,593,United States,US,Entertainment,636,140,136,25912000,6500,103600,77700,1200000,nan,2018,May,14,88.2,328239523,14.7,270663028,37.09024,-95.712891 +584,T3ddy,16200000,2990185467,Comedy,T3ddy,1930,Brazil,BR,People,2898,31,38,33015000,8300,132100,99000,1600000,100000,2012,Jan,16,51.3,212559417,12.08,183241641,-14.235004,-51.92528 +585,JJ Olatunji,16200000,4076692623,Gaming,JJ Olatunji,1294,United Kingdom,GB,Entertainment,1856,23,136,27808000,7000,111200,83400,1300000,100000,2011,Jan,26,60,66834405,3.85,55908316,55.378051,-3.435973 +586,POPS Kids,16200000,9763592867,Music,POPS Kids,3943,Vietnam,VN,Film,462,2,30,256733000,64200,1000000,770200,12300000,200000,2014,Jan,14,28.5,96462106,2.01,35332140,14.058324,108.277199 +587,Thairath Online,16200000,14563841315,News & Politics,Thairath Online,244899,Thailand,TH,News,238,10,14,224756000,56200,899000,674300,10800000,100000,2010,Sep,27,49.3,69625582,0.75,35294600,15.870032,100.992541 +588,LEGO,16200000,20522339099,Entertainment,LEGO,31889,Singapore,SG,Entertainment,116,1,136,117209000,29300,468800,351600,5600000,200000,2005,Oct,22,84.8,5703569,4.11,5703569,1.352083,103.819836 +589,XO TEAM,16200000,14784781923,People & Blogs,XO TEAM Family,189,United States,US,People,153622,1776,1495,37911,9,152,114,1800,1000,2020,Sep,12,88.2,328239523,14.7,270663028,37.09024,-95.712891 +590,AdMe,16200000,4488680903,Entertainment,Aday C����ï,10,Spain,ES,Music,4048675,4228,5766,4,0,0.02,0.01,0.19,nan,2006,May,2,88.9,47076781,13.96,37927409,40.463667,-3.74922 +591,ExtraPolinesios,16200000,4813127504,People & Blogs,Extra polinesios,2,nan,nan,People,3945744,nan,7359,510,0.13,2,2,24,1,2015,Nov,21,nan,nan,nan,nan,nan,nan +592,Dyland PROS,16100000,1517638132,Entertainment,Dyland PROS,2805,Indonesia,ID,Games,6986,21,41,9619000,2400,38500,28900,461700,nan,2015,Jan,28,36.3,270203917,4.69,151509724,-0.789275,113.921327 +593,Live,16100000,0,nan,Live,0,nan,nan,nan,4057944,nan,nan,nan,0,0,0,0,nan,2015,Jan,13,nan,nan,nan,nan,nan,nan +594,Vlad and Niki ARA,16100000,7399296005,nan,Vlad and Niki ARA,510,United States,US,Entertainment,759,141,137,32011000,8000,128000,96000,1500000,100000,2019,May,24,88.2,328239523,14.7,270663028,37.09024,-95.712891 +595,Canal IN,16100000,2687443643,People & Blogs,Canal IN,723,Brazil,BR,Entertainment,3338,32,137,13802000,3500,55200,41400,662500,nan,2017,Jul,21,51.3,212559417,12.08,183241641,-14.235004,-51.92528 +596,TWICE,16100000,5055576881,Music,TWICE,1123,nan,nan,Music,1343,nan,119,98720000,24700,394900,296200,4700000,100000,2016,Mar,27,nan,nan,nan,nan,nan,nan +597,Daily Dose Of Internet,16100000,6872702790,Entertainment,Daily Dose Of Internet,671,United States,US,Entertainment,851,140,136,399807000,100000,1600000,1200000,19200000,300000,2015,Jul,15,88.2,328239523,14.7,270663028,37.09024,-95.712891 +598,FitDance,16100000,7126210721,Music,Fitdance Academy,41,France,FR,Entertainment,4006012,3726,6335,780,0.2,3,2,37,4,2006,Nov,20,65.6,67059887,8.43,54123364,46.227638,2.213749 +599,Panda Shorts,16100000,7155736006,nan,Panda Shorts,667,Sweden,SE,Sports,792,2,8,478528000,119600,1900000,1400000,23000000,3000000,2020,Nov,21,67,10285453,6.48,9021165,60.128161,18.643501 +600,Disney Junior,16100000,15812009296,Entertainment,Disney Junior,4045,United States,US,Entertainment,196,140,136,267131000,66800,1100000,801400,12800000,300000,2008,Apr,22,88.2,328239523,14.7,270663028,37.09024,-95.712891 +601,La Rosa de Guadalupe,16100000,9642146451,Entertainment,larosadeguadalupe,0,Mexico,MX,Games,4057944,4258,7472,nan,0,0,0,0,nan,2008,Sep,3,40.2,126014024,3.42,102626859,23.634501,-102.552784 +602,sagar kalra (Shorts),16000000,6543629679,People & Blogs,sagar kalra (Shorts),453,nan,nan,People,921,nan,39,74062000,18500,296200,222200,3600000,200000,2017,Jun,30,nan,nan,nan,nan,nan,nan +603,wifistudy,16000000,3018032423,Education,wifistudy by Unacademy,52144,India,IN,Education,2855,94,30,14287000,3600,57100,42900,685800,nan,2014,Jul,26,28.1,1366417754,5.36,471031528,20.593684,78.96288 +604,Antrax,16000000,3029872908,Gaming,Antrax,687,Mexico,MX,Games,2844,23,42,4698000,1200,18800,14100,225500,nan,2015,May,25,40.2,126014024,3.42,102626859,23.634501,-102.552784 +605,Enes Batur,16000000,9786595271,Gaming,enesbatur,0,nan,nan,Games,4057944,nan,7360,nan,0,0,0,0,11,2007,Mar,4,nan,nan,nan,nan,nan,nan +606,Totoy kids - Espa�ï,16000000,5997599089,Film & Animation,Totoy kids - Espa�ï,344,Mexico,MX,Film,1048,23,31,112393000,28100,449600,337200,5400000,200000,2017,Sep,7,40.2,126014024,3.42,102626859,23.634501,-102.552784 +607,ýýýýýýýýýý,15900000,1845329502,People & Blogs,Kung Fu Padla,0,Russia,RU,Games,4057944,3309,5665,nan,0,0,0,0,10,2017,May,27,81.9,144373535,4.59,107683889,61.52401,105.318756 +608,DopeLyrics,15900000,9962188084,Music,DopeLyrics,2035,United States,US,Music,444,142,120,9915000,2500,39700,29700,475900,nan,2016,Jun,9,88.2,328239523,14.7,270663028,37.09024,-95.712891 +609,jeffreestar,15900000,2609358468,Howto & Style,jeffreestar,433,United States,US,Howto,3474,142,20,2006000,502,8000,6000,96300,nan,2006,Feb,14,88.2,328239523,14.7,270663028,37.09024,-95.712891 +610,Lyna,15900000,6534326412,Gaming,Lyna,4906,Argentina,AR,Games,919,12,43,64085000,16000,256300,192300,3100000,200000,2014,Sep,8,90,44938712,9.79,41339571,-38.416097,-63.616672 +611,MK MUSIC,15900000,9198986881,Music,MK MUSIC,5105,Brazil,BR,Music,516,33,120,136388000,34100,545600,409200,6500000,100000,2010,Jan,18,51.3,212559417,12.08,183241641,-14.235004,-51.92528 +612,Unspeakable,15900000,9052367553,Gaming,Unspeakable,796,United States,US,People,530,142,40,164895000,41200,659600,494700,7900000,200000,2016,May,1,88.2,328239523,14.7,270663028,37.09024,-95.712891 +613,Camilo,15900000,6802382479,Music,Camilo,132,Colombia,CO,Music,871,8,120,59890000,15000,239600,179700,2900000,100000,2010,Jul,29,55.3,50339443,9.71,40827302,4.570868,-74.297333 +614,Dear Sir,15800000,1349288771,Education,Dear Sir,633,India,IN,Education,8066,95,31,24056000,6000,96200,72200,1200000,200000,2016,Dec,13,28.1,1366417754,5.36,471031528,20.593684,78.96288 +615,Narendra Modi,15800000,3392918989,News & Politics,Narendra Modi,20679,India,IN,News,2406,96,15,185969000,46500,743900,557900,8900000,700000,2007,Oct,26,28.1,1366417754,5.36,471031528,20.593684,78.96288 +616,Arif muhammad,15800000,4122634467,People & Blogs,Arif muhammad,542,Indonesia,ID,Comedy,1816,22,26,71870000,18000,287500,215600,3400000,100000,2017,Jan,18,36.3,270203917,4.69,151509724,-0.789275,113.921327 +617,Rotten Tomatoes Trailers,15800000,13116313599,Film & Animation,Rotten Tomatoes Trailers,10441,United States,US,Film,285,143,32,25738000,6400,103000,77200,1200000,100000,2011,Apr,1,88.2,328239523,14.7,270663028,37.09024,-95.712891 +618,Volga Video,15700000,9787697838,Film & Animation,Volga Video,16874,India,IN,Entertainment,463,97,139,51315000,12800,205300,153900,2500000,nan,2012,Mar,23,28.1,1366417754,5.36,471031528,20.593684,78.96288 +619,DM - Desi Melodies,15700000,5914071870,Music,DM - Desi Melodies,79,India,IN,Music,1071,97,121,141842000,35500,567400,425500,6800000,300000,2017,Jul,8,28.1,1366417754,5.36,471031528,20.593684,78.96288 +620,MY FAMILY,15700000,6153495609,nan,My Family,150,Singapore,SG,People,731590,1203,3244,939647,235,3800,2800,45100,800,2019,Dec,3,84.8,5703569,4.11,5703569,1.352083,103.819836 +621,Team Films Bhojpuri,15700000,6626563508,Music,Team Films Bhojpuri,19703,India,IN,Music,902,97,121,30744000,7700,123000,92200,1500000,nan,2014,Jul,18,28.1,1366417754,5.36,471031528,20.593684,78.96288 +622,Zee Music Classic,15700000,5558051295,Music,Zee Music Classic,1640,India,IN,Music,1174,97,121,86450000,21600,345800,259300,4100000,100000,2014,May,20,28.1,1366417754,5.36,471031528,20.593684,78.96288 +623,Prime Video India,15700000,8696631898,Entertainment,Prime Video India,7090,United States,US,Entertainment,569,144,139,335111000,83800,1300000,1000000,16100000,1200000,2016,Oct,3,88.2,328239523,14.7,270663028,37.09024,-95.712891 +624,Caeli YT,15600000,1511794214,Entertainment,Caeli YT,483,Mexico,MX,Entertainment,7440,24,140,62551000,0,0,0,0,nan,2010,Sep,22,40.2,126014024,3.42,102626859,23.634501,-102.552784 +625,Kuplinov ��ï¿,15600000,6862529416,Gaming,Kuplinov ��ï¿,6623,nan,nan,Games,863,nan,44,98660000,24700,394600,296000,4700000,200000,2012,Dec,23,nan,nan,nan,nan,nan,nan +626,Linus Tech Tips,15600000,7172386509,Science & Technology,Linus Tech Tips,6542,Canada,CA,Tech,802,7,11,88224000,22100,352900,264700,4200000,100000,2008,Nov,25,68.9,36991981,5.56,30628482,56.130366,-106.346771 +627,Juliana Baltar,15600000,3869457097,Entertainment,Juliana Baltar,2019,Brazil,BR,Entertainment,2002,34,140,56218000,14100,224900,168700,2700000,100000,2010,May,9,51.3,212559417,12.08,183241641,-14.235004,-51.92528 +628,5-Minute Crafts FAMILY,15600000,6165757696,People & Blogs,5-Minute Crafts FAMILY,4245,United States,US,Howto,1005,145,21,27382000,6800,109500,82100,1300000,nan,2018,Dec,13,88.2,328239523,14.7,270663028,37.09024,-95.712891 +629,Blippi Espa�ï,15500000,8984089026,People & Blogs,Blippi Espa�ï,598,Mexico,MX,Education,538,24,32,90012000,22500,360000,270000,4300000,100000,2017,Jan,13,40.2,126014024,3.42,102626859,23.634501,-102.552784 +630,Super Senya,15500000,5070970714,Entertainment,Super Senya,0,nan,nan,nan,4057944,nan,nan,nan,0,0,0,0,nan,2017,Jul,27,nan,nan,nan,nan,nan,nan +631,Katakit Baby TV,15500000,6386271870,Music,Katakit Baby TV,220,Saudi Arabia,SA,Music,954,4,122,90914000,22700,363700,272700,4400000,200000,2010,Jul,26,68,34268528,5.93,28807838,23.885942,45.079162 +632,Infobells Bangla,15500000,7776706184,Education,Infobells Bangla,359,India,IN,Education,687,98,32,167888000,42000,671600,503700,8100000,300000,2016,Jun,13,28.1,1366417754,5.36,471031528,20.593684,78.96288 +633,ýýýýýýýý ýý ýýýýýýýý,15500000,8265129639,Shows,ýýýýýýýý ýý ýýýýýýýý,1021,Saudi Arabia,SA,Film,619,4,33,135036000,33800,540100,405100,6500000,300000,2017,May,16,68,34268528,5.93,28807838,23.885942,45.079162 +634,Henrique e Juliano,15500000,14619523361,Music,Henrique e Juliano,325,Brazil,BR,Music,236,35,123,163678000,40900,654700,491000,7900000,nan,2009,Jun,27,51.3,212559417,12.08,183241641,-14.235004,-51.92528 +635,Mr DegrEE,15500000,12880388253,Science & Technology,MrDegree,0,United States,US,Entertainment,4057944,5048,4453,nan,0,0,0,0,10,2016,Mar,2,88.2,328239523,14.7,270663028,37.09024,-95.712891 +636,Kashvi Adlakha,15500000,12714141740,Entertainment,Kashvi Adlakha,1525,India,IN,Entertainment,300,99,141,139123000,34800,556500,417400,6700000,200000,2017,Apr,9,28.1,1366417754,5.36,471031528,20.593684,78.96288 +637,Talking Tom & Friends,15500000,6396049701,Entertainment,Talking Tom & Friends,417,United States,US,Film,956,146,34,27375000,6800,109500,82100,1300000,nan,2010,Oct,14,88.2,328239523,14.7,270663028,37.09024,-95.712891 +638,ýýýýýýýý ýýýýýýýýýýýýýý ýýýý 5 ýýýýýýýýýý,15500000,4499826716,Howto & Style,ýýýýýýýý ýýýýýýýýýýýýýý ýýýý 5 ýýýýýýýýýý,5183,Egypt,EG,Howto,1597,1,22,32916000,8200,131700,98700,1600000,100000,2017,Dec,8,35.2,100388073,10.76,42895824,26.820553,30.802498 +639,Harsh Beniwal,15400000,1781226000,Comedy,Harsh Beniwal,165,India,IN,Comedy,5724,100,27,27963000,7000,111900,83900,1300000,100000,2015,May,6,28.1,1366417754,5.36,471031528,20.593684,78.96288 +640,FFUNTV,15400000,11513738907,Gaming,FFUNTV,379,United Arab Emirates,AE,Entertainment,349,6,141,80172000,20000,320700,240500,3800000,200000,2018,Jul,18,36.8,9770529,2.35,8479744,23.424076,53.847818 +641,Mobile Legends: Bang Bang,15400000,1543608082,Gaming,Mobile Legends: Bang Bang,1647,United States,US,Games,6793,147,45,55369000,13800,221500,166100,2700000,100000,2016,Jul,14,88.2,328239523,14.7,270663028,37.09024,-95.712891 +642,Roman Atwood Vlogs,15400000,5469103954,People & Blogs,Roman Atwood Vlogs,1756,United States,US,People,1201,147,42,1583000,396,6300,4700,76000,nan,2013,Aug,12,88.2,328239523,14.7,270663028,37.09024,-95.712891 +643,Mrwhosetheboss,15400000,3736069980,Science & Technology,Mrwhosetheboss,1577,United Kingdom,GB,Tech,2083,24,12,167697000,41900,670800,503100,8000000,400000,2011,Apr,20,60,66834405,3.85,55908316,55.378051,-3.435973 +644,Genierock,15400000,14564170905,Music,Genierock,1725,Thailand,TH,Music,239,11,124,82798000,20700,331200,248400,4000000,100000,2008,Mar,9,49.3,69625582,0.75,35294600,15.870032,100.992541 +645,zayn,15400000,4909687948,Music,zayn,21,United States,US,Music,1401,147,124,36790000,9200,147200,110400,1800000,100000,2016,Jan,26,88.2,328239523,14.7,270663028,37.09024,-95.712891 +646,Kerajinan 5-Menit,15400000,4750420071,People & Blogs,Kerajinan 5-Menit,4186,Indonesia,ID,Howto,1461,23,23,19740000,4900,79000,59200,947500,nan,2018,Nov,21,36.3,270203917,4.69,151509724,-0.789275,113.921327 +647,FC Barcelona,15300000,2656528205,Sports,FC Barcelona,10988,Spain,ES,Sports,3356,11,9,84867000,21200,339500,254600,4100000,200000,2006,Feb,6,88.9,47076781,13.96,37927409,40.463667,-3.74922 +648,Dave and Ava - Nursery Rhymes and Baby Songs,15300000,10714145606,Education,Dave and Ava - Nursery Rhymes and Baby Songs,851,United States,US,Education,390,148,33,77053000,19300,308200,231200,3700000,nan,2014,Dec,4,88.2,328239523,14.7,270663028,37.09024,-95.712891 +649,LOKESH GAMER,15300000,1640078055,Gaming,LOKESH GAMER,1397,India,IN,Games,6356,101,46,5920000,1500,23700,17800,284200,nan,2017,Nov,16,28.1,1366417754,5.36,471031528,20.593684,78.96288 +650,ILYA BORZOV,15300000,9938811455,People & Blogs,ILYA BORZOV,2175,Russia,RU,People,441,8,42,475565000,118900,1900000,1400000,22800000,800000,2021,Apr,1,81.9,144373535,4.59,107683889,61.52401,105.318756 +651,Mazhavil Manorama,15300000,16545966132,Entertainment,Mazhavil Manorama,87864,India,IN,Entertainment,175,100,142,361483000,90400,1400000,1100000,17400000,300000,2011,Oct,31,28.1,1366417754,5.36,471031528,20.593684,78.96288 +652,Pok���������,15200000,857725714,People & Blogs,Pok���������,194,India,IN,Film,13929,100,35,65380000,16300,261500,196100,3100000,1300000,2017,Oct,15,28.1,1366417754,5.36,471031528,20.593684,78.96288 +653,The MriDul,15200000,4503880875,Comedy,The MriDul,106,India,IN,Comedy,1593,102,28,98329000,24600,393300,295000,4700000,200000,2015,Mar,14,28.1,1366417754,5.36,471031528,20.593684,78.96288 +654,Niana Guerrero,15200000,1491452935,Entertainment,Niana Guerrero,443,Philippines,PH,Entertainment,7153,6,144,9980000,2500,39900,29900,479000,nan,2013,Apr,11,35.5,108116615,2.15,50975903,12.879721,121.774017 +655,SRK MUSIC,15200000,6391679636,Music,SRK MUSIC,5056,India,IN,Music,955,102,126,57809000,14500,231200,173400,2800000,200000,2012,Mar,16,28.1,1366417754,5.36,471031528,20.593684,78.96288 +656,Sony LIV,15200000,7151683497,Entertainment,Sony LIV,11099,India,IN,Entertainment,794,102,144,210909000,52700,843600,632700,10100000,300000,2014,May,2,28.1,1366417754,5.36,471031528,20.593684,78.96288 +657,T-Series Hamaar Bhojpuri,15200000,7564652648,Entertainment,T-Series Hamaar Bhojpuri,9862,India,IN,Music,728,101,125,105978000,26500,423900,317900,5100000,200000,2011,Nov,1,28.1,1366417754,5.36,471031528,20.593684,78.96288 +658,Oyuncak Avï¿,15200000,8333387785,Entertainment,Oyuncak Avï¿,654,Turkey,TR,Entertainment,615,5,144,4427000,1100,17700,13300,212500,nan,2014,Dec,29,23.9,83429615,13.49,63097818,38.963745,35.243322 +659,CNN,15200000,14198154095,News & Politics,CNN,160405,United States,US,News,247,148,16,187006000,46800,748000,561000,9000000,100000,2005,Oct,2,88.2,328239523,14.7,270663028,37.09024,-95.712891 +660,NDTV India,15200000,6624168155,News & Politics,NDTV India,91704,India,IN,News,900,101,16,49662000,12400,198600,149000,2400000,100000,2008,Jan,19,28.1,1366417754,5.36,471031528,20.593684,78.96288 +661,It's Mamix,15100000,1777072487,People & Blogs,It's Mamix,210,United States,US,People,5778,150,44,15984000,4000,63900,48000,767200,nan,2017,Feb,1,88.2,328239523,14.7,270663028,37.09024,-95.712891 +662,Kim Loaiza,15100000,1576633086,Music,Kim Loaiza,18,nan,nan,Music,6655,nan,127,26053000,6500,104200,78200,1300000,100000,2019,Jan,18,nan,nan,nan,nan,nan,nan +663,Daftar Populer,15100000,2143140898,Education,Daftar Populer,3810,Indonesia,ID,Entertainment,4520,24,144,17231000,4300,68900,51700,827100,100000,2017,Jan,16,36.3,270203917,4.69,151509724,-0.789275,113.921327 +664,Musas,15100000,2400037562,Howto & Style,Jordi Sala,159,Andorra,AD,People,3889418,504,7615,86,0.02,0.34,0.26,4,nan,2006,Mar,12,nan,nan,nan,nan,nan,nan +665,Ranz Kyle,15100000,1760131384,People & Blogs,Ranz Kyle,533,Philippines,PH,Entertainment,5849,7,145,12376000,3100,49500,37100,594000,nan,2008,Apr,27,35.5,108116615,2.15,50975903,12.879721,121.774017 +666,PowerfulJRE,15100000,3060202847,People & Blogs,PowerfulJRE,1037,United States,US,People,2796,149,43,43409000,10900,173600,130200,2100000,200000,2013,Jan,12,88.2,328239523,14.7,270663028,37.09024,-95.712891 +667,Mariale,15100000,2761547758,Howto & Style,Mariale,2618,United States,US,Entertainment,3241,150,145,11956000,3000,47800,35900,573900,nan,2010,Jan,6,88.2,328239523,14.7,270663028,37.09024,-95.712891 +668,Makiman131,15100000,4236036141,Gaming,Makiman131,2997,Spain,ES,Entertainment,1760,12,145,5972000,1500,23900,17900,286600,nan,2013,Feb,12,88.9,47076781,13.96,37927409,40.463667,-3.74922 +669,Hongyu ASMR ��,15100000,4967784343,People & Blogs,Hongyu ASMR ��ï,1,nan,nan,People,4057925,nan,7694,nan,0,0,0,0,nan,2021,Mar,16,nan,nan,nan,nan,nan,nan +670,Mohamed Ramadan I ������ï,15100000,5324913850,People & Blogs,Mohamed Ramadan I ������ï,753,Egypt,EG,Entertainment,1242,2,145,46060000,11500,184200,138200,2200000,100000,2014,Oct,31,35.2,100388073,10.76,42895824,26.820553,30.802498 +671,EdisonPts,15100000,6668507856,Gaming,EdisonPts,3733,Russia,RU,Games,894,10,47,95603000,23900,382400,286800,4600000,100000,2013,Jun,24,81.9,144373535,4.59,107683889,61.52401,105.318756 +672,BIGBANG,15100000,7857371770,Music,BIGBANG,776,South Korea,KR,Music,680,13,127,40806000,10200,163200,122400,2000000,nan,2005,Oct,10,94.3,51709098,4.15,42106719,35.907757,127.766922 +673,Rub������,15100000,9477021288,Comedy,Rub������,921,Argentina,AR,Comedy,491,13,28,512343000,128100,2000000,1500000,24600000,700000,2016,Aug,2,90,44938712,9.79,41339571,-38.416097,-63.616672 +674,ABS-CBN News,15100000,10489367372,News & Politics,ABS-CBN News,209520,Philippines,PH,News,404,7,17,181644000,45400,726600,544900,8700000,100000,2009,Oct,22,35.5,108116615,2.15,50975903,12.879721,121.774017 +675,Chapitosiki,15100000,13897932103,Entertainment,Chapitosiki,2717,Russia,RU,Entertainment,256,9,143,713509000,178400,2900000,2100000,34200000,700000,2020,Jan,24,81.9,144373535,4.59,107683889,61.52401,105.318756 +676,AdeleVEVO,15100000,12413869881,Music,AdeleVEVO,52,United Kingdom,GB,Music,309,25,127,84750000,21200,339000,254300,4100000,100000,2009,Oct,15,60,66834405,3.85,55908316,55.378051,-3.435973 +677,MoreAliA,15000000,4352427049,Gaming,MoreAliA,2324,United Kingdom,GB,Games,1663,25,47,250995000,62700,1000000,753000,12000000,600000,2013,May,6,60,66834405,3.85,55908316,55.378051,-3.435973 +678,Chetan Monga Vlogs,15000000,9924103188,People & Blogs,Chetan Monga Vlogs,899,India,IN,People,457,104,45,113572000,28400,454300,340700,5500000,400000,2014,Aug,17,28.1,1366417754,5.36,471031528,20.593684,78.96288 +679,Little Angel - M����������,15000000,8897705695,Entertainment,Little Angel - M�����������,795,Brazil,BR,Education,548,36,34,145478000,36400,581900,436400,7000000,nan,2018,Jan,26,51.3,212559417,12.08,183241641,-14.235004,-51.92528 +680,League of Legends,15000000,7159750970,Gaming,League of Legends,1362,United States,US,Games,805,151,48,43133000,10800,172500,129400,2100000,nan,2009,Feb,9,88.2,328239523,14.7,270663028,37.09024,-95.712891 +681,TheRichest,15000000,2730879024,Education,Therichest,0,United States,US,Games,4057944,7692,7445,nan,0,0,0,0,nan,2006,May,25,88.2,328239523,14.7,270663028,37.09024,-95.712891 +682,XpressTV,15000000,4008801873,Entertainment,XpressTV,724,Mexico,MX,Entertainment,1907,26,146,33880000,8500,135500,101600,1600000,100000,2014,Nov,17,40.2,126014024,3.42,102626859,23.634501,-102.552784 +683,PlayStation,15000000,4741434420,Gaming,PlayStation,20292,United States,US,Games,1469,151,48,41789000,10400,167200,125400,2000000,100000,2005,Dec,16,88.2,328239523,14.7,270663028,37.09024,-95.712891 +684,Kwebbelkop,15000000,6889304306,Gaming,Kwebbelkop,5198,United States,US,Film,857,151,37,29724000,7400,118900,89200,1400000,100000,2008,Apr,2,88.2,328239523,14.7,270663028,37.09024,-95.712891 +685,Republic Bharat,15000000,7536093065,News & Politics,Gyani Beast,206,India,IN,News,1145576,2573,1992,998,0.25,4,3,48,nan,2018,Aug,16,28.1,1366417754,5.36,471031528,20.593684,78.96288 +686,THE BROWN SIBLINGS,15000000,8658553456,Entertainment,THE BROWN SIBLINGS,965,India,IN,Entertainment,577,103,145,102357000,25600,409400,307100,4900000,200000,2016,Oct,9,28.1,1366417754,5.36,471031528,20.593684,78.96288 +687,Sony Music South,15000000,9978734160,Music,Sony Music South,2726,India,IN,Music,439,103,127,242185000,60500,968700,726600,11600000,300000,2014,Aug,6,28.1,1366417754,5.36,471031528,20.593684,78.96288 +688,BigSchool,15000000,9996133066,Gaming,Big School,68,nan,nan,Film,4056600,nan,5289,nan,0,0,0,0,nan,2020,Dec,2,nan,nan,nan,nan,nan,nan +689,Ray William Johnson,15000000,10239836582,Entertainment,Ray William Johnson,1803,United States,US,Comedy,423,151,29,312858000,78200,1300000,938600,15000000,200000,2008,May,26,88.2,328239523,14.7,270663028,37.09024,-95.712891 +690,KOMPASTV,15000000,11827310821,News & Politics,KOMPASTV,269050,Indonesia,ID,News,331,25,17,113064000,28300,452300,339200,5400000,100000,2013,Aug,23,36.3,270203917,4.69,151509724,-0.789275,113.921327 +691,ISSEI / ����,15000000,13562853889,Comedy,ISSEI / ����,1788,Japan,JP,Comedy,277,5,29,282372000,70600,1100000,847100,13600000,900000,2014,Jul,23,63.2,126226568,2.29,115782416,36.204824,138.252924 +692,Z������ï,15000000,11506702632,Music,Z������ï,340,Brazil,BR,Music,347,36,128,182871000,45700,731500,548600,8800000,nan,2012,Apr,3,51.3,212559417,12.08,183241641,-14.235004,-51.92528 +693,A2 Motivation by Arvind Arora,15000000,8932038210,Entertainment,A2 Motivation by Arvind Arora,3168,India,IN,Entertainment,544,104,146,130731000,32700,522900,392200,6300000,200000,2017,Apr,7,28.1,1366417754,5.36,471031528,20.593684,78.96288 +694,50 Cent,14900000,10069000444,Music,50 Cent,419,United States,US,Music,435,152,129,119812000,30000,479200,359400,5800000,100000,2007,Feb,8,88.2,328239523,14.7,270663028,37.09024,-95.712891 +695,MNCTV OFFICIAL,14900000,8074260978,Entertainment,MNCTV OFFICIAL,66362,Indonesia,ID,Entertainment,639,26,146,43581000,10900,174300,130700,2100000,100000,2012,Nov,29,36.3,270203917,4.69,151509724,-0.789275,113.921327 +696,ERB,14900000,4033400167,Entertainment,ERB,86,United States,US,Entertainment,1886,152,147,11043000,2800,44200,33100,530100,nan,2006,Feb,8,88.2,328239523,14.7,270663028,37.09024,-95.712891 +697,melanie martinez,14900000,4395184343,Music,melanie martinez,127,United States,US,Music,1656,152,129,56358000,14100,225400,169100,2700000,100000,2007,Nov,3,88.2,328239523,14.7,270663028,37.09024,-95.712891 +698,iTownGamePlay *Terror&Diversi�ï,14900000,4977284539,Entertainment,iTownGamePlay *Terror&Diversi�ï,8420,Spain,ES,Games,1377,13,49,13857000,3500,55400,41600,665200,100000,2012,Feb,15,88.9,47076781,13.96,37927409,40.463667,-3.74922 +699,ýýýýýýýýýýýý8 : Thai Ch8,14900000,5549770244,Entertainment,ýýýýýýýýýýýý8 : Thai Ch8,27944,Thailand,TH,Entertainment,1181,12,147,49556000,12400,198200,148700,2400000,100000,2011,Oct,17,49.3,69625582,0.75,35294600,15.870032,100.992541 +700,ZutiGang,14900000,15913320995,People & Blogs,ZutiGang,1363,nan,nan,People,192,nan,45,346653000,86700,1400000,1000000,16600000,400000,2021,Mar,5,nan,nan,nan,nan,nan,nan +701,ýýýýýý,14900000,439098,People & Blogs,ýýýýýý,1,Russia,RU,News,3609784,10,19,7697,2,31,23,369,nan,2008,Aug,11,81.9,144373535,4.59,107683889,61.52401,105.318756 +702,TazerCraft,14900000,5956193599,Gaming,TazerCraft,4175,Brazil,BR,Games,1066,37,49,39775000,9900,159100,119300,1900000,100000,2011,Jul,13,51.3,212559417,12.08,183241641,-14.235004,-51.92528 +703,Bayashi TV,14900000,8615618825,Entertainment,ýýýýýýýýýýýýýýýýýýBAYASHITV,93,Japan,JP,Autos,3468229,3508,3271,2477,0.62,10,7,119,9,2012,Nov,19,63.2,126226568,2.29,115782416,36.204824,138.252924 +704,Fueled By Ramen,14800000,13356517783,Music,Fueled By Ramen,1210,United States,US,Entertainment,276,153,148,61205000,15300,244800,183600,2900000,nan,2006,Jun,9,88.2,328239523,14.7,270663028,37.09024,-95.712891 +705,CrashCourse,14800000,1833519700,Education,CrashCourse,1481,United States,US,Education,5533,153,35,7177000,1800,28700,21500,344500,nan,2006,May,20,88.2,328239523,14.7,270663028,37.09024,-95.712891 +706,MattyBRaps,14800000,3587576784,Music,MattyBRaps,195,United States,US,Music,2226,153,130,22980000,5700,91900,68900,1100000,nan,2010,May,31,88.2,328239523,14.7,270663028,37.09024,-95.712891 +707,Lachlan,14800000,5269059435,Gaming,Lachlan,3834,Australia,AU,Games,1253,7,50,21072000,5300,84300,63200,1000000,nan,2013,Mar,19,113.1,25766605,5.27,21844756,-25.274398,133.775136 +708,ýýýýýýýý ýýýýýýýý,14800000,7018015062,Howto & Style,ýýýýýýýý ýýýýýýýý,2387,Ukraine,UA,Howto,828,3,25,47117000,11800,188500,141400,2300000,nan,2015,Oct,12,82.7,44385155,8.88,30835699,48.379433,31.16558 +709,Meghan Trainor,14800000,8649303688,People & Blogs,Meghan Trainor,233,United States,US,Music,580,153,130,51645000,12900,206600,154900,2500000,nan,2008,Jun,4,88.2,328239523,14.7,270663028,37.09024,-95.712891 +710,Jorge & Mateus Oficial,14800000,9076642765,Music,Jorge & Mateus Oficial,318,Brazil,BR,Music,529,38,130,88120000,22000,352500,264400,4200000,nan,2008,Jul,29,51.3,212559417,12.08,183241641,-14.235004,-51.92528 +711,Major Lazer Official,14800000,9383431376,Music,MajorLazerOfficial,0,nan,nan,nan,4057944,nan,nan,nan,0,0,0,0,nan,2013,Jun,14,nan,nan,nan,nan,nan,nan +712,Beast Philanthropy,14800000,272678287,People & Blogs,Beast Philanthropy,34,Germany,DE,Games,3968552,2600,4443,37883,9,152,114,1800,3580,2015,Jan,31,70.2,83132799,3.04,64324835,51.165691,10.451526 +713,Filaretiki,14800000,15788208522,nan,Filaretiki,2222,United States,US,People,195,152,46,1203000000,300800,4800000,3600000,57800000,1700000,2021,Mar,24,88.2,328239523,14.7,270663028,37.09024,-95.712891 +714,5-Minute Crafts Recycle,14800000,8866012877,People & Blogs,5-Minute Crafts Recycle,3867,United States,US,Howto,554,153,25,53181000,13300,212700,159500,2600000,nan,2019,Jun,7,88.2,328239523,14.7,270663028,37.09024,-95.712891 +715,ýýýýýýýýýý ýýýýýýýýýýýý,14700000,2230986039,Entertainment,ýýýýýýýýýý ýýýýýýýýýýýý,1385,Saudi Arabia,SA,Entertainment,4276,5,149,2694000,673,10800,8100,129300,nan,2016,May,27,68,34268528,5.93,28807838,23.885942,45.079162 +716,Maha Fun Tv,14700000,1321380490,Entertainment,Maha Fun Tv,85,United States,US,Entertainment,8317,154,149,4781000,1200,19100,14300,229500,nan,2017,Sep,5,88.2,328239523,14.7,270663028,37.09024,-95.712891 +717,Canal Nostalgia,14700000,1506796393,Entertainment,Canal Nostalgia TV,554,Spain,ES,Entertainment,325721,1549,2275,226420,57,906,679,10900,600,2010,Feb,19,88.9,47076781,13.96,37927409,40.463667,-3.74922 +718,The Slow Mo Guys,14700000,2465473772,Entertainment,The Slow Mo Guys,317,United States,US,Education,3746,154,36,18978000,4700,75900,56900,911000,nan,2010,Aug,15,88.2,328239523,14.7,270663028,37.09024,-95.712891 +719,StudyIQ IAS,14700000,4029253667,Education,StudyIQ IAS,43564,India,IN,Education,1879,106,36,74483000,18600,297900,223400,3600000,200000,2015,Jun,22,28.1,1366417754,5.36,471031528,20.593684,78.96288 +720,Chad Wild Clay,14700000,6751985988,Comedy,Chad Wild Clay,698,United States,US,Entertainment,885,154,149,36338000,9100,145400,109000,1700000,100000,2006,Mar,26,88.2,328239523,14.7,270663028,37.09024,-95.712891 +721,CollegeHumor,14700000,7255848125,Comedy,CollegeHumor,4340,United States,US,Comedy,798,154,30,55583000,0,0,0,0,nan,2006,Oct,9,88.2,328239523,14.7,270663028,37.09024,-95.712891 +722,Netflix Jr.,14700000,8882319696,Education,Netflix Jr.,1996,United States,US,Education,552,154,36,79402000,19900,317600,238200,3800000,100000,2012,Jan,28,88.2,328239523,14.7,270663028,37.09024,-95.712891 +723,Colors Rishtey,14700000,12362331529,Entertainment,Colors Rishtey,23490,India,IN,Entertainment,310,105,148,347603000,86900,1400000,1000000,16700000,400000,2013,Nov,28,28.1,1366417754,5.36,471031528,20.593684,78.96288 +724,ABC News,14700000,12961669452,News & Politics,ABC News,80830,United States,US,News,289,154,18,185709000,46400,742800,557100,8900000,100000,2006,Aug,7,88.2,328239523,14.7,270663028,37.09024,-95.712891 +725,Camila Loures,14700000,4684983333,Music,Camila Loures,3978,Brazil,BR,Entertainment,1501,39,149,40975000,10200,163900,122900,2000000,100000,2014,May,27,51.3,212559417,12.08,183241641,-14.235004,-51.92528 +726,Doc Tops,14600000,2613197447,Entertainment,Doc Tops,490,Ecuador,EC,Entertainment,3458,1,150,16409000,4100,65600,49200,787600,100000,2014,Dec,29,44.9,17373662,3.97,11116711,-1.831239,-78.183406 +727,Auron,14600000,3337074920,People & Blogs,Auron,961,Spain,ES,Games,2455,14,51,60568000,15100,242300,181700,2900000,nan,2013,Dec,12,88.9,47076781,13.96,37927409,40.463667,-3.74922 +728,Jesser,14600000,3603556207,Gaming,Jesser,1244,United States,US,Entertainment,2223,155,150,92594000,23100,370400,277800,4400000,400000,2012,Jul,9,88.2,328239523,14.7,270663028,37.09024,-95.712891 +729,Planeta das G��,14600000,4622581344,People & Blogs,Planeta das G��,951,Brazil,BR,Entertainment,1534,40,150,10547000,2600,42200,31600,506300,nan,2015,Nov,21,51.3,212559417,12.08,183241641,-14.235004,-51.92528 +730,PrestonPlayz,14600000,5766647017,Gaming,Preston,4009,United States,US,Entertainment,621,78,72,151697000,37900,606800,455100,7300000,200000,2012,Jul,4,88.2,328239523,14.7,270663028,37.09024,-95.712891 +731,Martin Garrix,14600000,6017932195,Music,Martin Garrix,365,United States,US,Music,1044,155,131,35528000,8900,142100,106600,1700000,nan,2011,Jan,15,88.2,328239523,14.7,270663028,37.09024,-95.712891 +732,O Reino Infantil,14600000,11182302317,Music,O Reino Infantil,1206,Brazil,BR,Music,369,40,131,109865000,27500,439500,329600,5300000,100000,2014,Aug,19,51.3,212559417,12.08,183241641,-14.235004,-51.92528 +733,Fifth Harmony,14600000,7952268926,Music,Fifth Harmony,67,United States,US,Music,659,155,131,37632000,9400,150500,112900,1800000,nan,2013,Feb,21,88.2,328239523,14.7,270663028,37.09024,-95.712891 +734,Mis Pastelitos,14600000,2750902766,Howto & Style,Mis Pastelitos,603,Mexico,MX,Music,3248,27,131,50677000,12700,202700,152000,2400000,100000,2014,Jun,24,40.2,126014024,3.42,102626859,23.634501,-102.552784 +735,Noman Official,14600000,5525773746,Comedy,Noman Official,560,India,IN,Film,1185,106,38,139116000,34800,556500,417300,6700000,500000,2019,Oct,28,28.1,1366417754,5.36,471031528,20.593684,78.96288 +736,LEGENDA FUNK,14500000,2440718089,Music,LegendaFUNK,0,Brazil,BR,Music,,nan,nan,nan,0,0,0,0,nan,nan,nan,nan,51.3,212559417,12.08,183241641,-14.235004,-51.92528 +737,Like Nastya Stories,14500000,6944967581,Entertainment,Like Nastya Stories,479,United States,US,Entertainment,848,156,151,29941000,7500,119800,89800,1400000,nan,2019,Sep,9,88.2,328239523,14.7,270663028,37.09024,-95.712891 +738,les boys tv2,14500000,4577292740,Entertainment,les boys tv2,453,United States,US,Film,1565,156,39,449576,112,1800,1300,21600,nan,2017,Feb,7,88.2,328239523,14.7,270663028,37.09024,-95.712891 +739,Lotus Music,14500000,1739129375,nan,Lotus Music,514,India,IN,Tech,5926,107,13,23034000,5800,92100,69100,1100000,100000,2021,Jun,1,28.1,1366417754,5.36,471031528,20.593684,78.96288 +740,IDEIAS INCR��,14500000,3551889957,Howto & Style,IDEIAS INCR��,5430,Brazil,BR,Howto,2269,41,26,2838000,709,11400,8500,136200,nan,2017,Oct,30,51.3,212559417,12.08,183241641,-14.235004,-51.92528 +741,Reaction Time,14500000,4260187928,Entertainment,Reaction Time,1717,United States,US,Entertainment,1747,156,151,9910000,2500,39600,29700,475700,nan,2015,Apr,25,88.2,328239523,14.7,270663028,37.09024,-95.712891 +742,BBC News,14500000,4598387043,News & Politics,BBC News,18972,United Kingdom,GB,News,1548,26,19,66273000,16600,265100,198800,3200000,100000,2006,Apr,8,60,66834405,3.85,55908316,55.378051,-3.435973 +743,Eli Kids - Cartoons & Songs,14500000,4821183481,nan,Eli Kids - Cartoons & Songs,605,United States,US,Music,1423,156,132,149241000,37300,597000,447700,7200000,400000,2018,Jan,16,88.2,328239523,14.7,270663028,37.09024,-95.712891 +744,Boram Tube ToysReview [��������ï¿,14500000,5014888374,People & Blogs,Boram Tube ToysReview [��������ï,618,South Korea,KR,People,1364,14,47,4960000,1200,19800,14900,238100,nan,2016,May,18,94.3,51709098,4.15,42106719,35.907757,127.766922 +745,Aadishakti Films,14500000,6290721701,Music,Aadishakti Films,4790,India,IN,Music,981,107,132,48447000,12100,193800,145300,2300000,200000,2016,Oct,28,28.1,1366417754,5.36,471031528,20.593684,78.96288 +746,Telemundo,14500000,8582696157,Entertainment,Telemundo,19201,United States,US,Entertainment,592,156,151,48285000,12100,193100,144900,2300000,nan,2007,Jan,3,88.2,328239523,14.7,270663028,37.09024,-95.712891 +747,GMM25Thailand,14500000,9383692066,Entertainment,GMM25Thailand,68606,Thailand,TH,Entertainment,502,13,151,45622000,11400,182500,136900,2200000,100000,2011,Jun,8,49.3,69625582,0.75,35294600,15.870032,100.992541 +748,TV9 Bharatvarsh,14500000,10303519926,People & Blogs,TV9 Bharatvarsh,293516,India,IN,News,414,106,18,418474000,104600,1700000,1300000,20100000,700000,2018,Nov,19,28.1,1366417754,5.36,471031528,20.593684,78.96288 +749,Maroon5VEVO,14500000,20042571499,Music,Maroon5VEVO,147,United States,US,Music,123,156,132,98185000,24500,392700,294600,4700000,nan,2009,May,12,88.2,328239523,14.7,270663028,37.09024,-95.712891 +750,Saad Lamjarred | �����ï¿,14500000,4315486422,Music,Saad Lamjarred | �����ï¿,176,Morocco,MA,Music,1710,1,132,37577000,9400,150300,112700,1800000,nan,2012,Dec,22,35.9,36910560,9.02,22975026,31.791702,-7.09262 +751,Hear This Music,14500000,9201428420,Music,Hear This Music,39,nan,nan,Music,518,4,132,48193000,12000,192800,144600,2300000,100000,2016,Feb,13,nan,nan,nan,nan,nan,nan +752,Lilly Singh,14500000,3517662420,Comedy,Lilly Singh,1064,Canada,CA,Comedy,2297,8,31,5329000,1300,21300,16000,255800,nan,2010,Oct,29,68.9,36991981,5.56,30628482,56.130366,-106.346771 +753,ýýýýýýýýýýýýýýýýýýýýý,14400000,600154268,Entertainment,ýýýýýýýýýýýýýýýýýýýýý,364,South Korea,KR,Entertainment,21132,14,151,1370000,342,5500,4100,65700,300000,2017,Mar,8,94.3,51709098,4.15,42106719,35.907757,127.766922 +754,Gyan Gaming�,14400000,2224121890,Gaming,Gyan Gaming�,3086,India,IN,Games,4292,107,52,13891000,3500,55600,41700,666800,100000,2017,Sep,1,28.1,1366417754,5.36,471031528,20.593684,78.96288 +755,Drawblogs,14400000,1629801448,Entertainment,Drawblogs,399,Peru,PE,Entertainment,6402,1,152,1002000,251,4000,3000,48100,nan,2014,May,20,70.7,32510453,3.31,25390339,-9.189967,-75.015152 +756,NOBRU,14400000,351763324,Gaming,nobru,2,nan,nan,People,4057274,nan,7596,2,0,0.01,0.01,0.1,1,2006,Feb,3,nan,nan,nan,nan,nan,nan +757,ýýýýýýýýýýýý ýýýýýýýýýýýý I ýýýýýý ýý ýýýýýýýýýý,14400000,2972474215,Entertainment,ýýýýýýýýýýýý ýýýýýýýýýýýý I ýýýýýý ýý ýýýýýýýýý,381,Saudi Arabia,SA,Entertainment,2934,6,152,4673000,1200,18700,14000,224300,nan,2017,Dec,1,68,34268528,5.93,28807838,23.885942,45.079162 +758,Cyprien,14400000,3086254545,Comedy,Cyprien,222,France,FR,Comedy,2767,2,32,11417000,2900,45700,34300,548000,nan,2007,Feb,25,65.6,67059887,8.43,54123364,46.227638,2.213749 +759,Rclbeauty101,14400000,3900312631,Comedy,Rclbeauty101,463,United States,US,Entertainment,1986,157,152,8636000,2200,34500,25900,414500,nan,2010,Dec,14,88.2,328239523,14.7,270663028,37.09024,-95.712891 +760,Coke Studio,14400000,4035738731,Music,Rohail Hyatt,450,United States,US,Music,23796,962,836,3557000,889,14200,10700,170700,10000,2008,Jun,4,88.2,328239523,14.7,270663028,37.09024,-95.712891 +761,Indore Physical Academy,14400000,4156427797,People & Blogs,Indore Physical Academy,1838,India,IN,People,1793,107,47,70409000,17600,281600,211200,3400000,200000,2014,Apr,19,28.1,1366417754,5.36,471031528,20.593684,78.96288 +762,Rosanna Pansino,14400000,4597228794,Howto & Style,Rosanna Pansino,1248,United States,US,Howto,1552,157,27,26683000,6700,106700,80000,1300000,nan,2010,Apr,8,88.2,328239523,14.7,270663028,37.09024,-95.712891 +763,Harry Styles,14400000,5689224452,People & Blogs,harrystyles,0,United States,US,Games,4037956,7574,7340,nan,0,0,0,0,nan,nan,nan,nan,88.2,328239523,14.7,270663028,37.09024,-95.712891 +764,Vlad and Niki PRT,14400000,6543282459,nan,Vlad and Niki PRT,516,United States,US,Entertainment,918,157,152,40089000,10000,160400,120300,1900000,nan,2018,Nov,3,88.2,328239523,14.7,270663028,37.09024,-95.712891 +765,RS 1313 SHORTS,14400000,8011977288,Entertainment,RS 1313 SHORTS,5628,India,IN,Entertainment,647,108,152,212639000,53200,850600,637900,10200000,200000,2020,Oct,24,28.1,1366417754,5.36,471031528,20.593684,78.96288 +766,Zig & Sharko,14400000,9023952946,Film & Animation,Zig & Sharko,978,nan,nan,Film,534,nan,39,62689000,15700,250800,188100,3000000,100000,2015,May,6,nan,nan,nan,nan,nan,nan +767,SelenaGomezVEVO,14400000,11423792969,Music,SelenaGomezVEVO,186,United States,US,Music,354,157,133,88657000,22200,354600,266000,4300000,nan,2009,Nov,24,88.2,328239523,14.7,270663028,37.09024,-95.712891 +768,ZEE5,14400000,18515587421,Entertainment,ZEE5,101401,India,IN,Entertainment,142,108,152,149799000,37400,599200,449400,7200000,100000,2018,Feb,13,28.1,1366417754,5.36,471031528,20.593684,78.96288 +769,Super Polina,14300000,4776507159,People & Blogs,Super Polina,576,United States,US,Entertainment,1452,158,153,413774,103,1700,1200,19900,100000,2014,Jul,8,88.2,328239523,14.7,270663028,37.09024,-95.712891 +770,Rebecca Zamolo,14300000,6388439235,Comedy,RebeccaZamolo,1,United States,US,Entertainment,4054606,6342,5464,nan,0,0,0,0,nan,2011,Aug,4,88.2,328239523,14.7,270663028,37.09024,-95.712891 +771,Wish 107.5,14200000,6048517979,Music,Wish 107.5,1823,Philippines,PH,Music,1036,8,134,62658000,15700,250600,188000,3000000,nan,2014,Jul,13,35.5,108116615,2.15,50975903,12.879721,121.774017 +772,Invento na Hora,14200000,4040297006,Film & Animation,Invento na Hora,1281,Brazil,BR,Entertainment,1877,43,154,19029000,4800,76100,57100,913400,nan,2014,Oct,18,51.3,212559417,12.08,183241641,-14.235004,-51.92528 +773,SIS vs BRO,14200000,6973932553,Entertainment,SiS,60,Ukraine,UA,Entertainment,3739171,2460,4686,105,0.03,0.42,0.32,5,10,2016,Aug,3,82.7,44385155,8.88,30835699,48.379433,31.16558 +774,NikkieTutorials,14200000,1778318927,Howto & Style,NikkieTutorials,876,Netherlands,NL,Entertainment,5764,2,154,35934000,9000,143700,107800,1700000,nan,2008,Jun,23,85,17332850,3.2,15924729,52.132633,5.291266 +775,TommyInnit,14200000,2084791147,Gaming,TommyInnit,342,United Kingdom,GB,Games,4696,27,55,54291000,13600,217200,162900,2600000,200000,2015,Dec,24,60,66834405,3.85,55908316,55.378051,-3.435973 +776,E-MasterSensei,14200000,3920559552,Gaming,E-MasterSensei,1300,Mexico,MX,Games,1971,28,54,44575000,11100,178300,133700,2100000,200000,2016,Jan,13,40.2,126014024,3.42,102626859,23.634501,-102.552784 +777,infobells - Kannada,14200000,6554000320,Education,infobells - Kannada,433,India,IN,Education,912,110,37,141688000,35400,566800,425100,6800000,300000,2014,Mar,13,28.1,1366417754,5.36,471031528,20.593684,78.96288 +778,Crazy Frog,14200000,7946322061,Music,CrazyFrog,0,nan,nan,Games,4057944,nan,7453,nan,0,0,0,0,nan,2005,Oct,2,nan,nan,nan,nan,nan,nan +779,The Dodo,14200000,9964116817,Pets & Animals,Dorukhan G��ï,8,nan,nan,nan,4050736,nan,nan,7208,2,29,22,346,5,2006,Jun,14,nan,nan,nan,nan,nan,nan +780,SEVENGERS,14200000,10238593147,Comedy,SEVENGERS,872,India,IN,Comedy,422,110,33,367898000,92000,1500000,1100000,17700000,400000,2018,Jun,4,28.1,1366417754,5.36,471031528,20.593684,78.96288 +781,Zee Bangla,14200000,11428794827,Entertainment,Zee Bangla,132398,India,IN,Entertainment,352,109,153,59927000,15000,239700,179800,2900000,200000,2008,Feb,26,28.1,1366417754,5.36,471031528,20.593684,78.96288 +782,DangMattSmith,14200000,3317805543,Entertainment,DangMattSmith,1724,United States,US,Entertainment,2485,159,154,12902000,3200,51600,38700,619300,nan,2011,Aug,18,88.2,328239523,14.7,270663028,37.09024,-95.712891 +783,Neha Kakkar,14100000,2131548711,Music,Neha Kakkar,149,India,IN,Music,4624,110,134,25605000,6400,102400,76800,1200000,100000,2012,Oct,22,28.1,1366417754,5.36,471031528,20.593684,78.96288 +784,#Refugio Mental,14100000,3594936775,Entertainment,#Refugio Mental,846,nan,nan,Entertainment,2218,nan,155,6942000,1700,27800,20800,333200,nan,2013,Aug,10,nan,nan,nan,nan,nan,nan +785,ýýýýýýýýýýýýýýýýýýýý ýýýýýýýýýýýýýýýýýýýý,14100000,3920221322,Entertainment,ýýýýýýýýýýýýýýýýýýýý ýýýýýýýýýýýýýýýýýýýý,65,nan,nan,nan,3999155,nan,nan,20351,5,81,61,977,132,2017,Aug,4,nan,nan,nan,nan,nan,nan +786,Trap City,14100000,5129529846,Music,TrapCity,3,Australia,AU,People,4032620,3671,7629,147,0.04,0.59,0.44,7,1,2015,Nov,4,113.1,25766605,5.27,21844756,-25.274398,133.775136 +787,Supercar Blondie,14100000,5405563355,Autos & Vehicles,Supercar Blondie,855,United Arab Emirates,AE,Autos,1202,7,1,353259000,88300,1400000,1100000,17000000,500000,2007,Sep,12,36.8,9770529,2.35,8479744,23.424076,53.847818 +788,Yudist Ardhana,14100000,6036496916,Entertainment,Yudist Ardhana,2854,Indonesia,ID,Entertainment,1029,27,154,176062000,44000,704200,528200,8500000,400000,2016,Jan,6,36.3,270203917,4.69,151509724,-0.789275,113.921327 +789,Lana Del Rey,14100000,6884215292,Music,Lana Del Rey,43,United States,US,Music,856,160,135,135563000,33900,542300,406700,6500000,200000,2011,May,5,88.2,328239523,14.7,270663028,37.09024,-95.712891 +790,MalumaVEVO,14100000,19013942981,Music,MalumaVEVO,182,United States,US,Music,138,160,135,98834000,24700,395300,296500,4700000,nan,2011,Jun,15,88.2,328239523,14.7,270663028,37.09024,-95.712891 +791,F2Freestylers - Ultimate Soccer Skills Channel,14100000,3280481927,Sports,F2Freestylers - Ultimate Soccer Skills Chann�,777,United Kingdom,GB,Sports,2530,28,10,10222000,2600,40900,30700,490600,nan,2011,Apr,9,60,66834405,3.85,55908316,55.378051,-3.435973 +792,Bie The Ska,14100000,4627069704,Entertainment,Bie The Ska,1540,Thailand,TH,Entertainment,1531,14,155,12502000,3100,50000,37500,600100,100000,2006,Oct,3,49.3,69625582,0.75,35294600,15.870032,100.992541 +793,AM3NlC,14000000,4959982720,Gaming,AM3NlC,5757,Brazil,BR,People,1392,45,49,10210000,2600,40800,30600,490100,nan,2012,Dec,15,51.3,212559417,12.08,183241641,-14.235004,-51.92528 +794,Narins Beauty,14000000,2214167846,Howto & Style,Narins Beauty,431,Sweden,SE,Entertainment,4325,3,156,13709000,3400,54800,41100,658000,nan,2014,Sep,24,67,10285453,6.48,9021165,60.128161,18.643501 +795,TV Ana Emilia,14000000,4674164601,People & Blogs,TV Ana Emilia,651,Mexico,MX,Entertainment,1504,29,156,26783000,6700,107100,80300,1300000,100000,2014,Dec,30,40.2,126014024,3.42,102626859,23.634501,-102.552784 +796,ýýýýýýýýýýýý,14000000,7719743112,Gaming,ýýýýýýýýýýýý,2210,Russia,RU,Games,703,12,56,150570000,37600,602300,451700,7200000,200000,2013,Oct,26,81.9,144373535,4.59,107683889,61.52401,105.318756 +797,Luli Pamp�,14000000,8623705301,Music,Luli Pamp�,294,Spain,ES,Music,579,15,136,201659000,50400,806600,605000,9700000,100000,2012,Dec,22,88.9,47076781,13.96,37927409,40.463667,-3.74922 +798,Gallina Pintadita,14000000,9660950823,Music,Gallina Pintadita,62,Mexico,MX,Film,477,29,40,70626000,17700,282500,211900,3400000,nan,2011,Aug,2,40.2,126014024,3.42,102626859,23.634501,-102.552784 +799,ViralHog,14000000,18917687143,People & Blogs,ViralHog,41117,United States,US,Animals,136,159,3,1364000000,340900,5500000,4100000,65500000,1100000,2014,Aug,22,88.2,328239523,14.7,270663028,37.09024,-95.712891 +800,ETV Jabardasth,14000000,13542939513,People & Blogs,ETV Jabardasth,9652,India,IN,Comedy,268,111,34,133584000,33400,534300,400800,6400000,100000,2015,Jul,14,28.1,1366417754,5.36,471031528,20.593684,78.96288 +801,Zee Telugu,14000000,12597067132,Entertainment,zeetelugu,3,India,IN,Music,4039216,4651,4603,7,0,0.03,0.02,0.34,nan,2007,Jan,31,28.1,1366417754,5.36,471031528,20.593684,78.96288 +802,Crescendo com Luluca,14000000,5094050461,Entertainment,Crescendo com Luluca,1307,Brazil,BR,People,1327,44,48,68058000,17000,272200,204200,3300000,100000,2015,Aug,30,51.3,212559417,12.08,183241641,-14.235004,-51.92528 +803,Jazzghost,13900000,5673347763,Gaming,Jazzghost,5494,Brazil,BR,Games,1140,46,57,106718000,26700,426900,320200,5100000,100000,2012,Aug,30,51.3,212559417,12.08,183241641,-14.235004,-51.92528 +804,karameeshchannel,13900000,9106781518,Entertainment,karameeshchannel,2254,Jordan,JO,Music,526,3,137,87639000,21900,350600,262900,4200000,100000,2012,Jan,18,34.4,10101694,14.72,9213048,30.585164,36.238414 +805,Darkar Company Studios,13900000,2244318380,Film & Animation,Darkar Company Studios,183,United States,US,Comedy,4234,161,35,4598000,1100,18400,13800,220700,nan,2009,Feb,15,88.2,328239523,14.7,270663028,37.09024,-95.712891 +806,Dental Digest,13900000,7450345720,People & Blogs,Dental Digest,324,nan,nan,People,745,nan,50,231562000,57900,926200,694700,11100000,300000,2020,Aug,12,nan,nan,nan,nan,nan,nan +807,T-Series Regional,13900000,5217553897,Entertainment,T-Series Regional,15075,India,IN,Music,1275,111,136,33484000,8400,133900,100500,1600000,100000,2011,Feb,14,28.1,1366417754,5.36,471031528,20.593684,78.96288 +808,ADEL et SAMI,13900000,5465532801,Entertainment,ADEL et SAMI,503,United States,US,Entertainment,1200,161,157,26883000,6700,107500,80600,1300000,nan,2018,Mar,12,88.2,328239523,14.7,270663028,37.09024,-95.712891 +809,Jamuna TV,13900000,12129583055,News & Politics,jamuna tv24,6,Bangladesh,BD,Entertainment,4056658,3776,6756,1,0,0,0,0.05,nan,2021,Feb,10,20.6,167310838,4.19,60987417,23.684994,90.356331 +810,Atlantic Records,13900000,12513842343,Music,Atlantic Records,1660,United States,US,Music,307,161,137,97284000,24300,389100,291900,4700000,100000,2006,Dec,15,88.2,328239523,14.7,270663028,37.09024,-95.712891 +811,ýýýýýýýý ýý ýýýýýýýýýýýý,13900000,8451754769,nan,ýýýýýýýý ýý ýýýýýýýýýýýý,504,United States,US,People,600,161,50,114261000,28600,457000,342800,5500000,200000,2018,Oct,12,88.2,328239523,14.7,270663028,37.09024,-95.712891 +812,Veritasium,13900000,2165885634,Education,Veritasium,369,United States,US,Education,4466,161,38,44149000,11000,176600,132400,2100000,200000,2010,Jul,21,88.2,328239523,14.7,270663028,37.09024,-95.712891 +813,Alexa Rivera,13900000,3193226072,Howto & Style,Alexa Rivera,288,nan,nan,Entertainment,2613,nan,157,142760000,35700,571000,428300,6900000,300000,2010,Aug,21,nan,nan,nan,nan,nan,nan +814,Airrack,13800000,2224911030,Entertainment,Airrack,173,United States,US,Entertainment,4285,161,157,99654000,24900,398600,299000,4800000,300000,2015,Jan,3,88.2,328239523,14.7,270663028,37.09024,-95.712891 +815,Hacksmith Industries,13800000,1820559912,Science & Technology,Hacksmith Industries,887,Canada,CA,Tech,5524,10,14,83943000,21000,335800,251800,4000000,100000,2006,Apr,20,68.9,36991981,5.56,30628482,56.130366,-106.346771 +816,JD Pantoja,13800000,1493776391,People & Blogs,JD Pantoja,16,nan,nan,Music,7134,nan,138,13533000,3400,54100,40600,649600,100000,2017,Jun,5,nan,nan,nan,nan,nan,nan +817,ýýýýýýýý/Atro,13800000,2480957682,Gaming,ýýýýýýýý/Atro,1952,Netherlands,NL,Games,3690,4,58,55122000,13800,220500,165400,2600000,200000,2017,Jul,2,85,17332850,3.2,15924729,52.132633,5.291266 +818,123 GO! Spanish,13800000,5019136690,People & Blogs,123 GO! Spanish,520,Mexico,MX,Howto,1361,30,28,26519000,6600,106100,79600,1300000,100000,2019,Mar,13,40.2,126014024,3.42,102626859,23.634501,-102.552784 +819,Geo News,13800000,5727888539,News & Politics,Geo News,190093,Pakistan,PK,News,1127,6,21,100053000,25000,400200,300200,4800000,100000,2007,Jan,10,9,216565318,4.45,79927762,30.375321,69.345116 +820,Kids TV India Hindi Nursery Rhymes,13800000,6646953396,Shows,Kids TV India Hindi Nursery Rhymes,1505,India,IN,Education,898,112,38,78651000,19700,314600,236000,3800000,100000,2014,Nov,17,28.1,1366417754,5.36,471031528,20.593684,78.96288 +821,Think Music India,13800000,11039343563,Music,Think Music India,4978,India,IN,Music,374,112,137,217106000,54300,868400,651300,10400000,200000,2009,Aug,15,28.1,1366417754,5.36,471031528,20.593684,78.96288 +822,O Que N�����ï¿,13700000,1967930734,Comedy,O Que N�����ï¿,696,Brazil,BR,Entertainment,5035,47,159,87804000,22000,351200,263400,4200000,200000,2015,Feb,6,51.3,212559417,12.08,183241641,-14.235004,-51.92528 +823,Goldmines Premiere,13700000,1973638757,Entertainment,Goldmines Premiere,975,India,IN,Film,5047,113,41,37648000,9400,150600,112900,1800000,100000,2013,Oct,12,28.1,1366417754,5.36,471031528,20.593684,78.96288 +824,MAIKI021,13700000,1950178163,Entertainment,MAIKI021,3298,Brazil,BR,Entertainment,5135,47,159,7438000,1900,29800,22300,357000,nan,2008,Jan,22,51.3,212559417,12.08,183241641,-14.235004,-51.92528 +825,The Vishal bhatt,13700000,9596430464,Comedy,The Vishal bhatt,1040,India,IN,Comedy,487,113,36,379240000,94800,1500000,1100000,18200000,600000,2021,Aug,15,28.1,1366417754,5.36,471031528,20.593684,78.96288 +826,NishaMadhulika,13700000,2939201386,Howto & Style,NishaMadhulika,2158,India,IN,Howto,2972,113,29,22235000,5600,88900,66700,1100000,100000,2009,Aug,2,28.1,1366417754,5.36,471031528,20.593684,78.96288 +827,MyMissAnand,13700000,4963275018,People & Blogs,MyMissAnand,340,India,IN,Entertainment,1387,113,159,27882000,7000,111500,83600,1300000,nan,2014,Jul,22,28.1,1366417754,5.36,471031528,20.593684,78.96288 +828,FAPTV,13700000,5457203710,Comedy,FAPTV,863,Vietnam,VN,Comedy,1205,3,36,35124000,8800,140500,105400,1700000,nan,2014,Feb,26,28.5,96462106,2.01,35332140,14.058324,108.277199 +829,Wesley Safad�,13700000,8134379376,Music,Wesley Safad�,438,Brazil,BR,Music,631,47,139,64059000,16000,256200,192200,3100000,nan,2009,Jun,21,51.3,212559417,12.08,183241641,-14.235004,-51.92528 +830,infobells,13700000,5178142148,Education,infobells,495,India,IN,Education,1289,113,39,23893000,6000,95600,71700,1100000,100000,2011,Oct,20,28.1,1366417754,5.36,471031528,20.593684,78.96288 +831,Desi Gamers,13700000,2135195239,Gaming,Desi gamers,1,nan,nan,Tech,4057849,nan,4183,5,0,0.02,0.02,0.24,nan,2020,Apr,14,nan,nan,nan,nan,nan,nan +832,Acenix,13600000,2122062016,Gaming,Acenix,368,Spain,ES,Games,4572,16,60,47436000,11900,189700,142300,2300000,200000,2014,Jan,2,88.9,47076781,13.96,37927409,40.463667,-3.74922 +833,Zeinab Harake,13600000,896891351,nan,Zeinab Harake,273,Philippines,PH,People,13437,9,51,12088000,3000,48400,36300,580200,100000,2017,Oct,19,35.5,108116615,2.15,50975903,12.879721,121.774017 +834,DALLMYD,13600000,1948925559,Sports,DALLMYD,412,United States,US,Sports,5133,164,11,30677000,7700,122700,92000,1500000,100000,2011,Feb,1,88.2,328239523,14.7,270663028,37.09024,-95.712891 +835,Lindsey Stirling,13600000,3764608356,Music,Lindsey Stirling,199,United States,US,Music,2084,163,139,15277000,3800,61100,45800,733300,100000,2007,May,20,88.2,328239523,14.7,270663028,37.09024,-95.712891 +836,JOJO TV - Hindi Stories,13600000,5141201173,Education,JOJO TV - Hindi Stories,1097,India,IN,Film,1303,114,42,10764000,2700,43100,32300,516700,100000,2016,Dec,25,28.1,1366417754,5.36,471031528,20.593684,78.96288 +837,BBC,13600000,9685060624,Pets & Animals,BBC,16047,United Kingdom,GB,Entertainment,474,29,160,44414000,11100,177700,133200,2100000,100000,2005,Nov,12,60,66834405,3.85,55908316,55.378051,-3.435973 +838,Saturday Night Live,13600000,14717282742,Entertainment,Saturday Night Live,8335,United States,US,Comedy,232,164,37,56626000,14200,226500,169900,2700000,nan,2013,Jul,23,88.2,328239523,14.7,270663028,37.09024,-95.712891 +839,BUDI01 GAMING,13500000,1181292450,Gaming,BUDI01 GAMING,319,Indonesia,ID,Games,9540,29,61,13436000,3400,53700,40300,644900,nan,2019,Jul,19,36.3,270203917,4.69,151509724,-0.789275,113.921327 +840,Typical Gamer,13500000,4301581610,Gaming,Typical Gamer,4312,Canada,CA,Games,1716,11,61,32557000,8100,130200,97700,1600000,nan,2008,Aug,24,68.9,36991981,5.56,30628482,56.130366,-106.346771 +841,Anaysa,13500000,3445794123,Howto & Style,Anaysa,591,India,IN,Howto,2364,115,30,29706000,7400,118800,89100,1400000,nan,2012,Mar,10,28.1,1366417754,5.36,471031528,20.593684,78.96288 +842,JULIA GISELLA,13500000,5380132790,Entertainment,Julia Gisella,19,United Kingdom,GB,Music,3767960,2492,3189,1615,0.4,6,5,78,130,2015,Mar,24,60,66834405,3.85,55908316,55.378051,-3.435973 +843,Awakening Music,13500000,5545936485,Music,Awakening Music,814,United Kingdom,GB,Music,1183,30,140,35309000,8800,141200,105900,1700000,100000,2006,Dec,25,60,66834405,3.85,55908316,55.378051,-3.435973 +844,Lady Diana,13500000,8265920659,Entertainment,Lady Diana,1403,Ukraine,UA,People,620,4,52,75162000,18800,300600,225500,3600000,100000,2016,Mar,21,82.7,44385155,8.88,30835699,48.379433,31.16558 +845,Sanjoy Das Official,13500000,3912334359,Entertainment,Sanjoy Das Official,1793,India,IN,Games,1954,114,60,179232000,44800,716900,537700,8600000,400000,2015,Apr,29,28.1,1366417754,5.36,471031528,20.593684,78.96288 +846,Woody & Kleiny,13500000,11717217293,Comedy,Woody & Kleiny,975,United Kingdom,GB,Entertainment,333,29,160,495561000,123900,2000000,1500000,23800000,400000,2013,Mar,30,60,66834405,3.85,55908316,55.378051,-3.435973 +847,Vijay Kumar Viner Vlogs,13500000,7958771872,Entertainment,Vijay Kumar Viner Vlogs,1357,India,IN,Entertainment,663,116,162,109813000,27500,439300,329400,5300000,300000,2019,Mar,22,28.1,1366417754,5.36,471031528,20.593684,78.96288 +848,Conor Maynard,13500000,2750993392,Music,Conor Maynard,321,United States,US,Music,3257,165,140,10787000,2700,43100,32400,517800,nan,2006,May,19,88.2,328239523,14.7,270663028,37.09024,-95.712891 +849,Wengie,13500000,1900272833,Howto & Style,Wengie,462,United States,US,Howto,5297,165,30,1335000,334,5300,4000,64100,100000,2010,Sep,9,88.2,328239523,14.7,270663028,37.09024,-95.712891 +850,Vlad y Niki Show,13400000,4622628957,nan,Vlad y Niki Show,477,United States,US,Entertainment,1537,166,162,92228000,23100,368900,276700,4400000,200000,2018,Nov,8,88.2,328239523,14.7,270663028,37.09024,-95.712891 +851,Codiscos,13400000,11789678655,Music,Codiscos,7356,Colombia,CO,Music,330,9,140,228902000,57200,915600,686700,11000000,100000,2007,Feb,8,55.3,50339443,9.71,40827302,4.570868,-74.297333 +852,The World Adventures ������,13400000,2139769210,People & Blogs,The World Adventures ������,1028,India,IN,People,4540,116,53,1043000,261,4200,3100,50100,nan,2016,Sep,9,28.1,1366417754,5.36,471031528,20.593684,78.96288 +853,Vibhu 96,13400000,20563378,nan,Vibhu 96,256,India,IN,Education,342460,114,40,20264000,5100,81100,60800,972700,300000,2022,Jun,5,28.1,1366417754,5.36,471031528,20.593684,78.96288 +854,Blockbuster Movies,13400000,2650061211,Entertainment,Blockbuster Movies,0,India,IN,nan,4057944,5589,nan,nan,0,0,0,0,nan,2017,Jul,4,28.1,1366417754,5.36,471031528,20.593684,78.96288 +855,ATHLEAN-X�,13400000,2319515787,Howto & Style,ATHLEAN-X�,1349,United States,US,Howto,4039,166,31,14498000,3600,58000,43500,695900,nan,2006,Dec,16,88.2,328239523,14.7,270663028,37.09024,-95.712891 +856,My Mate Nate,13400000,3363634923,Comedy,My Mate Nate,1195,Thailand,TH,Entertainment,2436,15,162,41672000,10400,166700,125000,2000000,nan,2014,Dec,8,49.3,69625582,0.75,35294600,15.870032,100.992541 +857,H2ODelirious,13400000,4356686216,Gaming,H2ODelirious,3727,United States,US,Games,1683,166,62,16785000,4200,67100,50400,805700,nan,2007,May,24,88.2,328239523,14.7,270663028,37.09024,-95.712891 +858,GMA Integrated News,13400000,9569814790,News & Politics,GMA Integrated News,296272,Philippines,PH,News,486,10,22,115459000,28900,461800,346400,5500000,100000,2007,Oct,29,35.5,108116615,2.15,50975903,12.879721,121.774017 +859,Peet Montzingo,13400000,10022557589,People & Blogs,Peet Montzingo,319,United States,US,People,433,165,52,397715000,99400,1600000,1200000,19100000,500000,2014,Jun,1,88.2,328239523,14.7,270663028,37.09024,-95.712891 +860,The Q,13400000,4306212515,People & Blogs,Tom Duggan,96,United States,US,Sports,3846885,7615,4466,3,0,0.01,0.01,0.14,1,2006,Jan,17,88.2,328239523,14.7,270663028,37.09024,-95.712891 +861,Trakin Tech,13300000,2262690743,Science & Technology,Trakin Tech,3640,India,IN,Tech,4152,116,16,43669000,10900,174700,131000,2100000,100000,2011,Nov,2,28.1,1366417754,5.36,471031528,20.593684,78.96288 +862,theRadBrad,13300000,6050102764,Gaming,theRadBrad,8195,United States,US,Games,1038,167,63,15694000,3900,62800,47100,753300,nan,2006,Nov,27,88.2,328239523,14.7,270663028,37.09024,-95.712891 +863,Matt Steffanina,13300000,3299216601,Entertainment,Matt Steffanina,331,United States,US,Entertainment,14275,692,694,1929000,482,7700,5800,92600,nan,2007,Nov,28,88.2,328239523,14.7,270663028,37.09024,-95.712891 +864,Stray Kids,13300000,3364230487,People & Blogs,straykids,3,nan,nan,Comedy,4057875,nan,4896,2,0,0.01,0.01,0.1,1,2007,Mar,17,nan,nan,nan,nan,nan,nan +865,Kurt Hugo Schneider,13300000,3733856870,Entertainment,Kurt Hugo Schneider,698,United States,US,Entertainment,2110,167,163,4233000,1100,16900,12700,203200,nan,2007,Oct,16,88.2,328239523,14.7,270663028,37.09024,-95.712891 +866,Vogue,13300000,4177184071,Entertainment,Vogue,3166,United States,US,People,1789,167,54,45095000,11300,180400,135300,2200000,100000,2008,Jun,29,88.2,328239523,14.7,270663028,37.09024,-95.712891 +867,ýýýýýýýýýýýýýýýýýý,13300000,6482687220,People & Blogs,ýýýýýýýýýýýýýýýýýý,608,Russia,RU,Entertainment,927,13,163,90241000,22600,361000,270700,4300000,100000,2015,Oct,4,81.9,144373535,4.59,107683889,61.52401,105.318756 +868,Kids Line�������,13300000,9088562002,People & Blogs,Kids Line�������,2742,United States,US,Education,524,166,41,161889000,40500,647600,485700,7800000,100000,2011,Nov,26,88.2,328239523,14.7,270663028,37.09024,-95.712891 +869,VexTrex,13300000,7923901253,Entertainment,VexTrex,2411,Ukraine,UA,Entertainment,669,5,163,379346000,0,0,0,0,nan,2014,Sep,8,82.7,44385155,8.88,30835699,48.379433,31.16558 +870,penguinz0,13300000,7773543609,Gaming,penguinz0,4613,United States,US,Entertainment,689,166,162,188948000,47200,755800,566800,9100000,200000,2007,May,7,88.2,328239523,14.7,270663028,37.09024,-95.712891 +871,Just For Laughs Gags,13300000,7406628736,Comedy,Just For Laughs Gags,6916,United States,US,Comedy,764,167,38,17468000,4400,69900,52400,838500,100000,2007,Jan,14,88.2,328239523,14.7,270663028,37.09024,-95.712891 +872,Kabita's Kitchen,13300000,2831275503,Howto & Style,Kabita's Kitchen,1489,India,IN,Howto,3123,117,32,43118000,10800,172500,129400,2100000,nan,2014,Oct,7,28.1,1366417754,5.36,471031528,20.593684,78.96288 +873,BanderitaX,13300000,4129249415,Gaming,BanderitaX,1640,Saudi Arabia,SA,Games,1818,7,63,70712000,17700,282800,212100,3400000,200000,2013,Aug,20,68,34268528,5.93,28807838,23.885942,45.079162 +874,AzzyLand,13300000,6412313570,Gaming,AzzyLand,1749,Canada,CA,Entertainment,949,12,163,5387000,1300,21500,16200,258600,100000,2015,May,8,68.9,36991981,5.56,30628482,56.130366,-106.346771 +875,HUBA��,13200000,9884886099,Entertainment,HUBA��,538,United States,US,Entertainment,454,167,163,319647000,79900,1300000,958900,15300000,500000,2021,Feb,20,88.2,328239523,14.7,270663028,37.09024,-95.712891 +876,BIBO �����ï¿,13200000,1148422000,Entertainment,BIBO �����ï¿,192,Russia,RU,Entertainment,9855,13,163,8769000,2200,35100,26300,420900,200000,2019,Jan,10,81.9,144373535,4.59,107683889,61.52401,105.318756 +877,Brawl Stars,13200000,2036408398,Gaming,Brawl Stars,172,Finland,FI,Games,4846,1,64,20369000,5100,81500,61100,977700,nan,2017,Apr,28,88.2,5520314,6.59,4716888,61.92411,25.748151 +878,Ei Nerd,13200000,3568392223,Entertainment,Einerd,0,nan,nan,Games,4057944,nan,7399,nan,0,0,0,0,nan,2007,Nov,19,nan,nan,nan,nan,nan,nan +879,Sonotek Bhakti,13200000,3789736218,Entertainment,Sonotek Bhakti,8019,India,IN,Music,2063,118,142,25321000,6300,101300,76000,1200000,nan,2010,Dec,27,28.1,1366417754,5.36,471031528,20.593684,78.96288 +880,Vilmei,13200000,4205664894,nan,Vilmei,1324,Indonesia,ID,People,1786,30,55,264308000,66100,1100000,792900,12700000,800000,2013,Sep,25,36.3,270203917,4.69,151509724,-0.789275,113.921327 +881,MC Divertida,13200000,5224764969,Entertainment,MC Divertida,413,Brazil,BR,Entertainment,1269,49,164,64517000,16100,258100,193600,3100000,100000,2018,Jan,17,51.3,212559417,12.08,183241641,-14.235004,-51.92528 +882,The Infographics Show,13200000,5263540904,Education,The Infographics Show,4279,United States,US,Education,1252,168,42,51820000,13000,207300,155500,2500000,100000,2011,Feb,26,88.2,328239523,14.7,270663028,37.09024,-95.712891 +883,jbalvinVEVO,13200000,20743586601,Music,jbalvinVEVO,237,Colombia,CO,Music,113,10,142,86270000,21600,345100,258800,4100000,nan,2010,Sep,30,55.3,50339443,9.71,40827302,4.570868,-74.297333 +884,ýýýýýýTwinsFromRussia,13200000,9378175604,People & Blogs,ýýýýýýTwinsFromRussia,6888,United States,US,People,503,168,55,119389000,29800,477600,358200,5700000,300000,2011,May,16,88.2,328239523,14.7,270663028,37.09024,-95.712891 +885,Technology Gyan,13200000,1138262456,Science & Technology,Technology Gyan,1022,India,IN,Tech,9955,118,17,18518000,4600,74100,55600,888900,100000,2015,Nov,17,28.1,1366417754,5.36,471031528,20.593684,78.96288 +886,CookingShooking Hindi,13200000,1758603195,People & Blogs,CookingShooking Hindi,393,India,IN,Howto,5855,118,33,11490000,2900,46000,34500,551500,nan,2017,Apr,4,28.1,1366417754,5.36,471031528,20.593684,78.96288 +887,Ryan Trahan,13100000,2182651464,Entertainment,Ryan Trahan,33,United States,US,People,4051001,7683,7670,248,0.06,0.99,0.74,12,1,2022,Jun,27,88.2,328239523,14.7,270663028,37.09024,-95.712891 +888,Alex Gonzaga Official,13100000,1401914513,People & Blogs,Alex Gonzaga Official,287,Philippines,PH,People,7733,11,56,10848000,2700,43400,32500,520700,nan,2017,Jul,18,35.5,108116615,2.15,50975903,12.879721,121.774017 +889,WiederDude,13100000,2733682792,nan,WiederDude,289,United States,US,Games,3275,169,65,56894000,14200,227600,170700,2700000,100000,2016,Jun,12,88.2,328239523,14.7,270663028,37.09024,-95.712891 +890,Ian Boggs,13100000,9110348202,Entertainment,Ian Boggs,1327,nan,nan,Entertainment,520,nan,163,329312000,82300,1300000,987900,15800000,700000,2010,Mar,25,nan,nan,nan,nan,nan,nan +891,Lokdhun Punjabi,13100000,4712624489,Music,Lokdhun Punjabi,1262,India,IN,Music,1484,119,143,34438000,8600,137800,103300,1700000,100000,2010,Dec,27,28.1,1366417754,5.36,471031528,20.593684,78.96288 +892,Knowledge Tv ������,13100000,1936582704,People & Blogs,Knowledge Tv ������,7,nan,nan,People,4054334,nan,7714,2,0,0.01,0.01,0.1,nan,2019,Nov,24,nan,nan,nan,nan,nan,nan +893,Painzeiro,13100000,2555801802,People & Blogs,Painzeiro,1077,Brazil,BR,People,3545,50,56,43990000,11000,176000,132000,2100000,100000,2015,Nov,6,51.3,212559417,12.08,183241641,-14.235004,-51.92528 +894,Peppa Pig em Portugu��������ï¿,13100000,4214172991,Film & Animation,Peppa Pig em Portugu���������,1365,Brazil,BR,Film,1770,49,43,27340000,6800,109400,82000,1300000,100000,2014,May,6,51.3,212559417,12.08,183241641,-14.235004,-51.92528 +895,ýýýýýýýýýýýýýýý Ms Yeah,13100000,4399833602,People & Blogs,ýýýýýýýýýýýýýýý Ms Yeah,435,United States,US,Howto,1650,169,34,60661000,15200,242600,182000,2900000,100000,2017,Feb,15,88.2,328239523,14.7,270663028,37.09024,-95.712891 +896,Hungria Hip Hop,13100000,4608751851,Music,Hungria Hip Hop,73,Brazil,BR,Music,1541,50,143,48223000,12100,192900,144700,2300000,nan,2013,Apr,13,51.3,212559417,12.08,183241641,-14.235004,-51.92528 +897,RaptorGamer,13100000,2879263916,People & Blogs,RaptorGamer,1444,Ecuador,EC,Games,3044,2,65,62909000,15700,251600,188700,3000000,300000,2016,Jul,16,44.9,17373662,3.97,11116711,-1.831239,-78.183406 +898,RedeTV,13100000,5333569294,Entertainment,RedeTV,36760,Brazil,BR,Entertainment,1240,50,165,17588000,4400,70400,52800,844200,nan,2011,Oct,18,51.3,212559417,12.08,183241641,-14.235004,-51.92528 +899,twenty one pilots,13100000,5264039679,Music,twenty one pilots,194,United States,US,Music,1255,169,143,50922000,12700,203700,152800,2400000,nan,2009,Sep,5,88.2,328239523,14.7,270663028,37.09024,-95.712891 +900,DJ Khaled,13100000,6637820731,Music,DjKhaled,12,Samoa,WS,Music,3967392,81,5659,379,0.09,2,1,18,3,2006,May,27,7.6,202506,8.36,35588,-13.759029,-172.104629 +901,Davie504,13000000,2683297849,Entertainment,Davie504,838,Italy,IT,Entertainment,3340,2,166,29870000,7500,119500,89600,1400000,100000,2011,May,18,61.9,60297396,9.89,42651966,41.87194,12.56738 +902,Everson Zoio,13000000,1024467771,Comedy,Everson Zoio,625,Brazil,BR,Entertainment,11340,51,166,3052000,763,12200,9200,146500,nan,2009,Mar,26,51.3,212559417,12.08,183241641,-14.235004,-51.92528 +903,Calon Sarjana,13000000,10664585,Entertainment,Calon Sarjana,29,Indonesia,ID,Entertainment,772571,31,166,2292000000,0,0,0,0,300000,2016,Jan,20,36.3,270203917,4.69,151509724,-0.789275,113.921327 +904,Lofi Girl,13000000,1698279553,Music,Lofi Girl,409,France,FR,Music,6059,3,143,30471000,7600,121900,91400,1500000,100000,2015,Mar,18,65.6,67059887,8.43,54123364,46.227638,2.213749 +905,Jomy Production,13000000,5057163256,Entertainment,SRK Edie soon,8,India,IN,nan,3686280,5227,nan,2,0,0.01,0.01,0.1,nan,2021,Mar,18,28.1,1366417754,5.36,471031528,20.593684,78.96288 +906,GH'S,13000000,8739174649,Gaming,GH'S,510,South Korea,KR,Games,553,15,65,1081000000,270300,4300000,3200000,51900000,1000000,2020,Jul,7,94.3,51709098,4.15,42106719,35.907757,127.766922 +907,JesseAndMike,13000000,9999238237,Entertainment,JesseAndMike,716,United States,US,Entertainment,440,170,166,41109000,10300,164400,123300,2000000,nan,2007,Apr,29,88.2,328239523,14.7,270663028,37.09024,-95.712891 +908,Wolfoo Channel,13000000,301547793,nan,Wolfoo Channel,22,Pakistan,PK,People,4035874,3926,7638,590,0.15,2,2,28,8,2021,Aug,11,9,216565318,4.45,79927762,30.375321,69.345116 +909,Susy Mouriz,13000000,6270909026,Entertainment,Susy Mouriz,1299,Mexico,MX,Entertainment,969,31,165,368437000,92100,1500000,1100000,17700000,600000,2017,Mar,18,40.2,126014024,3.42,102626859,23.634501,-102.552784 +910,7 Minutoz,13000000,4349562794,Music,7 Minutoz,521,Brazil,BR,Music,1692,51,144,29526000,7400,118100,88600,1400000,nan,2012,Jun,4,51.3,212559417,12.08,183241641,-14.235004,-51.92528 +911,The LaBrant Fam,13000000,4637474071,Comedy,The LaBrant Fam,612,United States,US,People,1557,170,57,42412000,0,0,0,0,nan,2012,Aug,24,88.2,328239523,14.7,270663028,37.09024,-95.712891 +912,Pastor Ant����ï,12900000,2112274210,People & Blogs,Pastor Ant����ï,4712,Brazil,BR,People,4602,52,58,31796000,7900,127200,95400,1500000,100000,2013,Jan,19,51.3,212559417,12.08,183241641,-14.235004,-51.92528 +913,Matheus Yurley,12900000,140022442,Entertainment,Matheus Yurley,69,Brazil,BR,Entertainment,93531,52,167,147626,37,591,443,7100,nan,2015,Jan,27,51.3,212559417,12.08,183241641,-14.235004,-51.92528 +914,gymvirtual,12900000,2509752944,Sports,gymvirtual,1572,Spain,ES,Sports,3645,17,12,11993000,3000,48000,36000,575700,100000,2010,Nov,1,88.9,47076781,13.96,37927409,40.463667,-3.74922 +915,BIBO����ï,12900000,3178222797,Entertainment,BIBO����ï,193,South Korea,KR,Entertainment,2649,16,167,4001000,1000,16000,12000,192100,nan,2016,Aug,8,94.3,51709098,4.15,42106719,35.907757,127.766922 +916,Top Viral Talent,12900000,3643698504,Entertainment,Top Viral Talent,1598,United States,US,Entertainment,2177,171,167,29379000,7300,117500,88100,1400000,100000,2014,Jan,2,88.2,328239523,14.7,270663028,37.09024,-95.712891 +917,Akon,12900000,6300933122,Music,Akon,39,United States,US,Music,976,171,145,91240000,22800,365000,273700,4400000,100000,2005,Nov,5,88.2,328239523,14.7,270663028,37.09024,-95.712891 +918,AlArabiya ����ï¿,12900000,7520379951,People & Blogs,AlArabiya ����ï¿,169304,United Arab Emirates,AE,News,737,8,23,80219000,20100,320900,240700,3900000,100000,2006,Sep,19,36.8,9770529,2.35,8479744,23.424076,53.847818 +919,Rauw Alejandro,12900000,11504090820,Music,Rauw Alejandro,168,nan,nan,Music,348,5,145,205548000,51400,822200,616600,9900000,100000,2014,Dec,11,nan,nan,nan,nan,nan,nan +920,EnriqueIglesiasVEVO,12900000,15446707595,Music,EnriqueIglesiasVEVO,137,United States,US,Music,210,171,145,75773000,18900,303100,227300,3600000,100000,2009,May,12,88.2,328239523,14.7,270663028,37.09024,-95.712891 +921,ýýýýýýýý ýýýý ýýýýýýýýýýýýýý,12900000,5585085130,Shows,ýýýýýýýý ýýýý ýýýýýýýýýýýýýý,1255,Ukraine,UA,Entertainment,1164,6,166,71118000,17800,284500,213400,3400000,200000,2014,Jul,17,82.7,44385155,8.88,30835699,48.379433,31.16558 +922,The Shiny Peanut,12900000,2848466522,Education,The Shiny Peanut,2337,Indonesia,ID,Entertainment,3109,32,167,837700,209,3400,2500,40200,nan,2016,Oct,26,36.3,270203917,4.69,151509724,-0.789275,113.921327 +923,Talking Angela,12800000,3632438963,Entertainment,Talking Angela,233,United Kingdom,GB,Film,2184,31,45,27957000,7000,111800,83900,1300000,nan,2014,Sep,2,60,66834405,3.85,55908316,55.378051,-3.435973 +924,Melon City Show - ����������ï¿,12800000,5863456698,Comedy,Melon City Show - ���������ï¿,1727,Iraq,IQ,Comedy,1087,2,40,35336000,8800,141300,106000,1700000,nan,2016,Jan,30,16.2,39309783,12.82,27783368,33.223191,43.679291 +925,Duo Tiempo De Sol,12800000,6662288136,Music,Duo Tiempo De Sol,323,Spain,ES,Education,896,17,44,53988000,13500,216000,162000,2600000,100000,2013,Mar,26,88.9,47076781,13.96,37927409,40.463667,-3.74922 +926,Troom Troom India,12800000,6804072897,Howto & Style,Troom Troom India,2385,nan,nan,Howto,873,nan,35,17270000,4300,69100,51800,829000,nan,2015,Apr,19,nan,nan,nan,nan,nan,nan +927,MrSuicideSheep,12800000,6970899521,Entertainment,MrSuicideSheep,3483,Canada,CA,Entertainment,842,13,168,18118000,4500,72500,54400,869600,nan,2010,Apr,9,68.9,36991981,5.56,30628482,56.130366,-106.346771 +928,Adam W,12800000,9502983550,Comedy,Adam W,681,United States,US,Comedy,492,171,39,228951000,57200,915800,686900,11000000,200000,2015,Oct,4,88.2,328239523,14.7,270663028,37.09024,-95.712891 +929,Right to Shiksha,12800000,7876740921,Education,Right to Shiksha,2044,India,IN,Education,670,120,45,213738000,53400,855000,641200,10300000,300000,2020,Apr,23,28.1,1366417754,5.36,471031528,20.593684,78.96288 +930,Beyonc��,12800000,14185611472,Music,Beyonc��,168,United States,US,Music,250,172,146,89566000,22400,358300,268700,4300000,nan,2009,Sep,2,88.2,328239523,14.7,270663028,37.09024,-95.712891 +931,FACT FIRE KING,12700000,1159290255,nan,FACT FIRE KING,782,India,IN,Games,9683,120,66,51291000,12800,205200,153900,2500000,500000,2020,Jul,29,28.1,1366417754,5.36,471031528,20.593684,78.96288 +932,Ian Lucas,12700000,1450874545,Entertainment,Ian Lucas,50,nan,nan,Entertainment,4052208,nan,6682,48,0,0,0,0,8,2016,Apr,16,nan,nan,nan,nan,nan,nan +933,Franco Escamilla,12700000,4266957149,Comedy,Franco Escamilla,2483,Mexico,MX,Comedy,1740,32,41,77482000,19400,309900,232400,3700000,100000,2007,Oct,19,40.2,126014024,3.42,102626859,23.634501,-102.552784 +934,Adexe & Nau,12700000,4579773883,Music,Adexe & Nau,594,Spain,ES,Music,1563,18,147,10083000,2500,40300,30200,484000,nan,2013,Dec,22,88.9,47076781,13.96,37927409,40.463667,-3.74922 +935,Diana and Roma IND,12700000,5567832210,nan,Diana and Roma IND,534,United States,US,Entertainment,1173,173,169,46602000,11700,186400,139800,2200000,100000,2019,Nov,7,88.2,328239523,14.7,270663028,37.09024,-95.712891 +936,Jass Records,12700000,5958994201,Music,JassRecords,1,nan,nan,Music,4056853,nan,5789,1,0,0,0,0.05,nan,2012,Feb,10,nan,nan,nan,nan,nan,nan +937,Future,12700000,9927699419,Music,Future AMV's,119,United States,US,Film,270216,1944,1473,472367,118,1900,1400,22700,1000,2020,Nov,7,88.2,328239523,14.7,270663028,37.09024,-95.712891 +938,YoungBoy Never Broke Again,12700000,13174393401,Entertainment,YoungBoy Never Broke Again,142,United States,US,Music,279,173,147,169968000,42500,679900,509900,8200000,100000,2015,Jan,4,88.2,328239523,14.7,270663028,37.09024,-95.712891 +939,Blossom,12700000,4733873025,Howto & Style,Blossom,812,United States,US,Howto,1472,173,36,43868000,11000,175500,131600,2100000,100000,2017,Jun,1,88.2,328239523,14.7,270663028,37.09024,-95.712891 +940,#Ref����,12700000,2709954270,Entertainment,#Refugio Mental,846,nan,nan,Entertainment,2218,nan,155,6942000,1700,27800,20800,333200,nan,2013,Aug,10,nan,nan,nan,nan,nan,nan +941,Piuzinho,12700000,1081285962,Gaming,Piuzinho,504,Brazil,BR,Games,10642,53,67,3619000,905,14500,10900,173700,nan,2015,May,13,51.3,212559417,12.08,183241641,-14.235004,-51.92528 +942,Heidi y Zidane,12700000,6001189018,nan,Heidi y Zidane,600,United States,US,People,1052,173,60,16117000,4000,64500,48400,773600,nan,2019,Dec,2,88.2,328239523,14.7,270663028,37.09024,-95.712891 +943,Go Ami Go!,12700000,1714955279,People & Blogs,Go Ami Go!,252,Colombia,CO,People,5821,11,57,327600000,81900,1300000,982800,15700000,1500000,2015,Dec,3,55.3,50339443,9.71,40827302,4.570868,-74.297333 +944,Morgz,12600000,3303595310,Gaming,Morgz,825,United Kingdom,GB,Entertainment,2491,32,170,58838000,14700,235400,176500,2800000,100000,2014,Jun,10,60,66834405,3.85,55908316,55.378051,-3.435973 +945,CaseyNeistat,12600000,3152402405,People & Blogs,CaseyNeistat,1101,United States,US,People,2681,174,61,5952000,1500,23800,17900,285700,100000,2010,Feb,15,88.2,328239523,14.7,270663028,37.09024,-95.712891 +946,ýýýýýýýýýSULGI,12600000,3485373675,People & Blogs,ýýýýýýýýýSULGI,683,South Korea,KR,People,2313,17,61,113132000,28300,452500,339400,5400000,300000,2012,Nov,5,94.3,51709098,4.15,42106719,35.907757,127.766922 +947,NickiMinajAtVEVO,12600000,8831179714,Music,NickiMinajAtVEVO,99,United States,US,Music,557,174,148,35027000,8800,140100,105100,1700000,nan,2010,Apr,1,88.2,328239523,14.7,270663028,37.09024,-95.712891 +948,Ellie Goulding,12600000,6969178081,Music,Ellie Goulding,218,United Kingdom,GB,Music,841,32,148,36681000,9200,146700,110000,1800000,nan,2007,Jan,29,60,66834405,3.85,55908316,55.378051,-3.435973 +949,colinfurze,12500000,1612094871,Entertainment,colinfurze,385,United Kingdom,GB,Entertainment,6487,33,171,8482000,2100,33900,25400,407200,nan,2006,Nov,15,60,66834405,3.85,55908316,55.378051,-3.435973 +950,People Vs Food,12500000,1136534702,Entertainment,People Vs Food,601,United States,US,Entertainment,9980,175,171,15340000,3800,61400,46000,736300,nan,2013,Jul,30,88.2,328239523,14.7,270663028,37.09024,-95.712891 +951,Wolfoo Family,12500000,161254021,nan,Wolfoo Family,61,United States,US,Film,81750,175,46,757789000,0,0,0,0,nan,2019,Oct,21,88.2,328239523,14.7,270663028,37.09024,-95.712891 +952,Ja Mill,12500000,1302818088,People & Blogs,jamill,0,nan,nan,nan,4048879,nan,nan,nan,0,0,0,0,nan,2006,Feb,22,nan,nan,nan,nan,nan,nan +953,Health Time,12500000,1002219689,Howto & Style,Health Time,1810,India,IN,People,11667,123,62,1395000,349,5600,4200,66900,nan,2016,Sep,25,28.1,1366417754,5.36,471031528,20.593684,78.96288 +954,Yair17,12500000,1402042328,Gaming,Yair17,1109,Mexico,MX,Games,7741,33,68,8869000,2200,35500,26600,425700,nan,2014,Jan,22,40.2,126014024,3.42,102626859,23.634501,-102.552784 +955,Little Baby Bum en Espa�ï,12500000,6956320454,Education,Little Baby Bum en Espa�ï,1459,Spain,ES,Education,843,19,46,16319000,4100,65300,49000,783300,nan,2014,Jun,6,88.9,47076781,13.96,37927409,40.463667,-3.74922 +956,First We Feast,12500000,2983799729,Howto & Style,First We Feast,1076,United States,US,Entertainment,2892,175,171,111252000,27800,445000,333800,5300000,200000,2014,Feb,28,88.2,328239523,14.7,270663028,37.09024,-95.712891 +957,M����,12500000,3140883140,Travel & Events,M����,766,Mexico,MX,Entertainment,2691,33,171,31007000,7800,124000,93000,1500000,nan,2015,Jul,6,40.2,126014024,3.42,102626859,23.634501,-102.552784 +958,Bebefinn - Nursery Rhymes & Kids Songs,12500000,4163639093,nan,Bebefinn - Nursery Rhymes & Kids Songs,322,United States,US,Entertainment,1794,175,171,565459000,0,0,0,0,500000,2022,Mar,30,88.2,328239523,14.7,270663028,37.09024,-95.712891 +959,Troom Troom PT,12500000,4384177908,Howto & Style,Troom Troom PT,2738,nan,nan,Howto,1667,nan,37,13501000,3400,54000,40500,648100,nan,2015,Apr,19,nan,nan,nan,nan,nan,nan +960,Parafernalha,12500000,4625777945,Entertainment,Parafernalha,1888,Brazil,BR,Entertainment,1532,54,171,7158000,1800,28600,21500,343600,nan,2011,May,13,51.3,212559417,12.08,183241641,-14.235004,-51.92528 +961,NDTV,12500000,4935793409,Entertainment,NDTV,151136,India,IN,News,1395,123,24,58527000,14600,234100,175600,2800000,100000,2006,May,8,28.1,1366417754,5.36,471031528,20.593684,78.96288 +962,elcarteldesantatv,12500000,7489455451,Music,elcarteldesantatv,377,Mexico,MX,Entertainment,743,33,171,115881000,29000,463500,347600,5600000,100000,2008,Nov,27,40.2,126014024,3.42,102626859,23.634501,-102.552784 +963,Family Fitness,12500000,10384848759,Entertainment,Family Fitness,1699,India,IN,Entertainment,413,123,171,235715000,58900,942900,707100,11300000,400000,2017,Jan,18,28.1,1366417754,5.36,471031528,20.593684,78.96288 +964,Zee Tamil,12500000,11552190002,Entertainment,Zee Tamil,102699,India,IN,Entertainment,342,123,171,349940000,87500,1400000,1000000,16800000,200000,2008,Aug,26,28.1,1366417754,5.36,471031528,20.593684,78.96288 +965,Flowers Comedy,12500000,11691081301,Entertainment,Flowers Comedy,11907,India,IN,Entertainment,337,122,170,180021000,45000,720100,540100,8600000,100000,2015,Aug,19,28.1,1366417754,5.36,471031528,20.593684,78.96288 +966,Mundo Bita,12500000,16690788752,Music,Mundo Bita,253,Brazil,BR,Music,171,54,149,213700000,53400,854800,641100,10300000,100000,2011,Sep,29,51.3,212559417,12.08,183241641,-14.235004,-51.92528 +967,Wave Music Bhakti,12500000,5146004207,Music,Wave Music Bhakti,19899,India,IN,Music,1299,123,149,11079000,2800,44300,33200,531800,nan,2011,Apr,19,28.1,1366417754,5.36,471031528,20.593684,78.96288 +968,Troom Troom Indonesia,12500000,5379684248,People & Blogs,TROOM TROOM INDONESIA,8,nan,nan,People,4057418,nan,7712,1,0,0,0,0.05,nan,2020,Jul,29,nan,nan,nan,nan,nan,nan +969,CKM,12500000,4465772496,Comedy,CKM,117,India,IN,Comedy,1621,123,42,13142000,3300,52600,39400,630800,nan,2018,Feb,20,28.1,1366417754,5.36,471031528,20.593684,78.96288 +970,Quantum Tech HD,12500000,4340213066,Science & Technology,Mr_Mughall Gaming,223,Pakistan,PK,nan,3956586,3554,nan,8721,2,35,26,419,32,2022,Apr,23,9,216565318,4.45,79927762,30.375321,69.345116 +971,_vector_,12400000,7597013023,Comedy,_vector_,398,United States,US,Comedy,720,176,43,903672000,225900,3600000,2700000,43400000,1200000,2019,Mar,24,88.2,328239523,14.7,270663028,37.09024,-95.712891 +972,DEV Ke Facts,12400000,1971226335,nan,DEV Ke Facts,218,India,IN,Education,5034,124,47,273670000,68400,1100000,821000,13100000,600000,2012,Sep,29,28.1,1366417754,5.36,471031528,20.593684,78.96288 +973,Hero Movies 2023,12400000,1689090619,People & Blogs,Hero Movies 2023,689,nan,nan,People,6116,nan,63,21837000,5500,87300,65500,1000000,nan,2017,Feb,22,nan,nan,nan,nan,nan,nan +974,LOUD,12400000,2394143260,Gaming,WatchLOUD,690,United States,US,Entertainment,186431,1795,1759,27596,7,110,83,1300,nan,2006,Jan,4,88.2,328239523,14.7,270663028,37.09024,-95.712891 +975,Gibby :),12400000,2862685032,People & Blogs,Gibby :),226,Mexico,MX,People,3087,34,63,10278000,2600,41100,30800,493300,nan,2014,Aug,30,40.2,126014024,3.42,102626859,23.634501,-102.552784 +976,Gustavo Par��,12400000,2602614088,Comedy,GustavoParodias,9,Brazil,BR,Comedy,4050768,5075,4894,nan,0,0,0,0,nan,2010,Aug,24,51.3,212559417,12.08,183241641,-14.235004,-51.92528 +977,SAAIHALILINTAR,12400000,1113066203,Entertainment,SAAIHALILINTAR,409,Indonesia,ID,Entertainment,10271,34,172,806075,202,3200,2400,38700,nan,2012,Apr,28,36.3,270203917,4.69,151509724,-0.789275,113.921327 +978,Timba Vk,12400000,2840137980,Gaming,Timba Vk,1024,Spain,ES,Games,3116,19,68,24022000,6000,96100,72100,1200000,100000,2012,Jun,16,88.9,47076781,13.96,37927409,40.463667,-3.74922 +979,Heidi and Zidane HZHtube,12400000,4021409291,Entertainment,Heidi and Zidane HZHtube,813,Canada,CA,Entertainment,1900,14,172,9595000,2400,38400,28800,460600,nan,2015,Nov,24,68.9,36991981,5.56,30628482,56.130366,-106.346771 +980,DaniRep | +6 V����������ï,12400000,6933660906,Gaming,DaniRep | +6 V����������ï,12419,Spain,ES,Games,847,19,68,82648000,20700,330600,247900,4000000,100000,2012,Oct,29,88.9,47076781,13.96,37927409,40.463667,-3.74922 +981,Zee Kids,12400000,7683670251,Film & Animation,Zee Kids,1212,India,IN,Entertainment,709,124,172,95163000,23800,380700,285500,4600000,100000,2012,Jul,6,28.1,1366417754,5.36,471031528,20.593684,78.96288 +982,Pari's Lifestyle,12400000,7741764747,People & Blogs,Pari's Lifestyle,459,India,IN,People,702,124,63,38165000,9500,152700,114500,1800000,nan,2018,Nov,26,28.1,1366417754,5.36,471031528,20.593684,78.96288 +983,DisneyChannelUK,12400000,12607488647,Music,DisneyChannelUK,4422,United Kingdom,GB,Entertainment,306,34,172,34758000,8700,139000,104300,1700000,nan,2007,Dec,6,60,66834405,3.85,55908316,55.378051,-3.435973 +984,MoniLina,12400000,16086808918,Comedy,MoniLinaFamily,0,United States,US,People,4057944,2774,2499,nan,0,0,0,0,100,2016,May,10,88.2,328239523,14.7,270663028,37.09024,-95.712891 +985,bharatzkitchen HINDI,12400000,2315226648,Howto & Style,bharatzkitchen HINDI,729,India,IN,Howto,4042,124,38,30968000,7700,123900,92900,1500000,100000,2016,Aug,10,28.1,1366417754,5.36,471031528,20.593684,78.96288 +986,TKOR,12400000,3392022527,Education,TKoR,0,nan,nan,People,4057944,nan,7741,nan,0,0,0,0,nan,2006,Aug,16,nan,nan,nan,nan,nan,nan +987,ANNA KOVA,12400000,13959586308,People & Blogs,annakova,1,nan,nan,Film,4049634,nan,5307,2,0,0.01,0.01,0.1,nan,2006,Jun,18,nan,nan,nan,nan,nan,nan +988,Avril Lavigne,12400000,6202090191,Music,Avril Lavigne,205,United States,US,Music,999,176,150,50188000,12500,200800,150600,2400000,nan,2005,Oct,8,88.2,328239523,14.7,270663028,37.09024,-95.712891 +989,Caylus,12400000,4779139505,Education,Caylus,1340,United States,US,Games,1442,175,68,177600000,44400,710400,532800,8500000,400000,2016,Apr,6,88.2,328239523,14.7,270663028,37.09024,-95.712891 +990,Migos ATL,12400000,6993406259,Music,Migos ATL,99,United States,US,Entertainment,833,175,171,49412000,12400,197600,148200,2400000,100000,2012,Jan,17,88.2,328239523,14.7,270663028,37.09024,-95.712891 +991,Natan por Aï¿,12300000,9029609749,Sports,Natan por Aï¿,1200,Brazil,BR,Entertainment,525,55,172,552513000,138100,2200000,1700000,26500000,700000,2017,Feb,12,51.3,212559417,12.08,183241641,-14.235004,-51.92528 +992,Free Fire India Official,12300000,1674409945,People & Blogs,Free Fire India Official,1500,India,IN,Games,6141,125,69,64735000,16200,258900,194200,3100000,300000,2018,Sep,14,28.1,1366417754,5.36,471031528,20.593684,78.96288 +993,Panda,12300000,2214684303,nan,HybridPanda,2452,United Kingdom,GB,Games,129005,867,1202,67035,17,268,201,3200,1000,2006,Sep,11,60,66834405,3.85,55908316,55.378051,-3.435973 +994,RobTopGames,12300000,374123483,Gaming,RobTopGames,39,Sweden,SE,Games,35112,4,69,3871000,968,15500,11600,185800,100000,2012,May,9,67,10285453,6.48,9021165,60.128161,18.643501 +995,Make Joke Of,12300000,2129773714,Comedy,Make Joke Of,62,India,IN,Comedy,4568,125,44,24000000,6000,96000,72000,1200000,100000,2017,Aug,1,28.1,1366417754,5.36,471031528,20.593684,78.96288 diff --git a/projeto-final/projeto_daniele.ipynb b/projeto-final/projeto_daniele.ipynb new file mode 100644 index 0000000..ddc87e0 --- /dev/null +++ b/projeto-final/projeto_daniele.ipynb @@ -0,0 +1,1862 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### **Análise Exploratória**" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [], + "source": [ + "import pandas as pd\n", + "from tabulate import tabulate\n", + "import seaborn as sns\n", + "import matplotlib.pyplot as plt\n", + "from wordcloud import WordCloud" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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rankYoutubersubscribersvideo viewscategoryTitleuploadsCountryAbbreviationchannel_type...subscribers_for_last_30_dayscreated_yearcreated_monthcreated_dateGross tertiary education enrollment (%)PopulationUnemployment rateUrban_populationLatitudeLongitude
01T-Series2450000002.280000e+11MusicT-Series20082IndiaINMusic...2000000.02006.0Mar13.028.11.366418e+095.36471031528.020.59368478.962880
12YouTube Movies1700000000.000000e+00Film & Animationyoutubemovies1United StatesUSGames...NaN2006.0Mar5.088.23.282395e+0814.70270663028.037.090240-95.712891
23MrBeast1660000002.836884e+10EntertainmentMrBeast741United StatesUSEntertainment...8000000.02012.0Feb20.088.23.282395e+0814.70270663028.037.090240-95.712891
34Cocomelon - Nursery Rhymes1620000001.640000e+11EducationCocomelon - Nursery Rhymes966United StatesUSEducation...1000000.02006.0Sep1.088.23.282395e+0814.70270663028.037.090240-95.712891
45SET India1590000001.480000e+11ShowsSET India116536IndiaINEntertainment...1000000.02006.0Sep20.028.11.366418e+095.36471031528.020.59368478.962880
..................................................................
990991Natan por Aï¿123000009.029610e+09SportsNatan por Aï¿1200BrazilBREntertainment...700000.02017.0Feb12.051.32.125594e+0812.08183241641.0-14.235004-51.925280
991992Free Fire India Official123000001.674410e+09People & BlogsFree Fire India Official1500IndiaINGames...300000.02018.0Sep14.028.11.366418e+095.36471031528.020.59368478.962880
992993Panda123000002.214684e+09NaNHybridPanda2452United KingdomGBGames...1000.02006.0Sep11.060.06.683440e+073.8555908316.055.378051-3.435973
993994RobTopGames123000003.741235e+08GamingRobTopGames39SwedenSEGames...100000.02012.0May9.067.01.028545e+076.489021165.060.12816118.643501
994995Make Joke Of123000002.129774e+09ComedyMake Joke Of62IndiaINComedy...100000.02017.0Aug1.028.11.366418e+095.36471031528.020.59368478.962880
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995 rows × 28 columns

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" + ], + "text/plain": [ + " rank Youtuber subscribers video views \\\n", + "0 1 T-Series 245000000 2.280000e+11 \n", + "1 2 YouTube Movies 170000000 0.000000e+00 \n", + "2 3 MrBeast 166000000 2.836884e+10 \n", + "3 4 Cocomelon - Nursery Rhymes 162000000 1.640000e+11 \n", + "4 5 SET India 159000000 1.480000e+11 \n", + ".. ... ... ... ... \n", + "990 991 Natan por Aï¿ 12300000 9.029610e+09 \n", + "991 992 Free Fire India Official 12300000 1.674410e+09 \n", + "992 993 Panda 12300000 2.214684e+09 \n", + "993 994 RobTopGames 12300000 3.741235e+08 \n", + "994 995 Make Joke Of 12300000 2.129774e+09 \n", + "\n", + " category Title uploads Country \\\n", + "0 Music T-Series 20082 India \n", + "1 Film & Animation youtubemovies 1 United States \n", + "2 Entertainment MrBeast 741 United States \n", + "3 Education Cocomelon - Nursery Rhymes 966 United States \n", + "4 Shows SET India 116536 India \n", + ".. ... ... ... ... \n", + "990 Sports Natan por Aï¿ 1200 Brazil \n", + "991 People & Blogs Free Fire India Official 1500 India \n", + "992 NaN HybridPanda 2452 United Kingdom \n", + "993 Gaming RobTopGames 39 Sweden \n", + "994 Comedy Make Joke Of 62 India \n", + "\n", + " Abbreviation channel_type ... subscribers_for_last_30_days \\\n", + "0 IN Music ... 2000000.0 \n", + "1 US Games ... NaN \n", + "2 US Entertainment ... 8000000.0 \n", + "3 US Education ... 1000000.0 \n", + "4 IN Entertainment ... 1000000.0 \n", + ".. ... ... ... ... \n", + "990 BR Entertainment ... 700000.0 \n", + "991 IN Games ... 300000.0 \n", + "992 GB Games ... 1000.0 \n", + "993 SE Games ... 100000.0 \n", + "994 IN Comedy ... 100000.0 \n", + "\n", + " created_year created_month created_date \\\n", + "0 2006.0 Mar 13.0 \n", + "1 2006.0 Mar 5.0 \n", + "2 2012.0 Feb 20.0 \n", + "3 2006.0 Sep 1.0 \n", + "4 2006.0 Sep 20.0 \n", + ".. ... ... ... \n", + "990 2017.0 Feb 12.0 \n", + "991 2018.0 Sep 14.0 \n", + "992 2006.0 Sep 11.0 \n", + "993 2012.0 May 9.0 \n", + "994 2017.0 Aug 1.0 \n", + "\n", + " Gross tertiary education enrollment (%) Population Unemployment rate \\\n", + "0 28.1 1.366418e+09 5.36 \n", + "1 88.2 3.282395e+08 14.70 \n", + "2 88.2 3.282395e+08 14.70 \n", + "3 88.2 3.282395e+08 14.70 \n", + "4 28.1 1.366418e+09 5.36 \n", + ".. ... ... ... \n", + "990 51.3 2.125594e+08 12.08 \n", + "991 28.1 1.366418e+09 5.36 \n", + "992 60.0 6.683440e+07 3.85 \n", + "993 67.0 1.028545e+07 6.48 \n", + "994 28.1 1.366418e+09 5.36 \n", + "\n", + " Urban_population Latitude Longitude \n", + "0 471031528.0 20.593684 78.962880 \n", + "1 270663028.0 37.090240 -95.712891 \n", + "2 270663028.0 37.090240 -95.712891 \n", + "3 270663028.0 37.090240 -95.712891 \n", + "4 471031528.0 20.593684 78.962880 \n", + ".. ... ... ... \n", + "990 183241641.0 -14.235004 -51.925280 \n", + "991 471031528.0 20.593684 78.962880 \n", + "992 55908316.0 55.378051 -3.435973 \n", + "993 9021165.0 60.128161 18.643501 \n", + "994 471031528.0 20.593684 78.962880 \n", + "\n", + "[995 rows x 28 columns]" + ] + }, + "execution_count": 3, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df = pd.read_csv('dados/base-youtube.csv', encoding='latin')\n", + "df" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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countmeanstdmin25%50%75%max
rank995.04.980000e+022.873761e+021.000000e+002.495000e+024.980000e+027.465000e+029.950000e+02
subscribers995.02.298241e+071.752611e+071.230000e+071.450000e+071.770000e+072.460000e+072.450000e+08
video views995.01.103954e+101.411084e+100.000000e+004.288145e+097.760820e+091.355470e+102.280000e+11
uploads995.09.187126e+033.415135e+040.000000e+001.945000e+027.290000e+022.667500e+033.013080e+05
video_views_rank994.05.542489e+051.362782e+061.000000e+003.230000e+029.155000e+023.584500e+034.057944e+06
country_rank879.03.860535e+021.232245e+031.000000e+001.100000e+015.100000e+011.230000e+027.741000e+03
channel_type_rank962.07.457193e+021.944387e+031.000000e+002.700000e+016.550000e+011.397500e+027.741000e+03
video_views_for_the_last_30_days939.01.756103e+084.163782e+081.000000e+002.013750e+076.408500e+071.688265e+086.589000e+09
lowest_monthly_earnings995.03.688615e+047.185872e+040.000000e+002.700000e+031.330000e+043.790000e+048.509000e+05
highest_monthly_earnings995.05.898078e+051.148622e+060.000000e+004.350000e+042.127000e+056.068000e+051.360000e+07
lowest_yearly_earnings995.04.422574e+058.612161e+050.000000e+003.265000e+041.595000e+054.551000e+051.020000e+07
highest_yearly_earnings995.07.081814e+061.379704e+070.000000e+005.217500e+052.600000e+067.300000e+061.634000e+08
subscribers_for_last_30_days658.03.490791e+056.143554e+051.000000e+001.000000e+052.000000e+054.000000e+058.000000e+06
created_year990.02.012630e+034.512503e+001.970000e+032.009000e+032.013000e+032.016000e+032.022000e+03
created_date990.01.574646e+018.777520e+001.000000e+008.000000e+001.600000e+012.300000e+013.100000e+01
Gross tertiary education enrollment (%)872.06.362775e+012.610689e+017.600000e+003.630000e+016.800000e+018.820000e+011.131000e+02
Population872.04.303873e+084.727947e+082.025060e+058.335541e+073.282395e+083.282395e+081.397715e+09
Unemployment rate872.09.279278e+004.888354e+007.500000e-015.270000e+009.365000e+001.470000e+011.472000e+01
Urban_population872.02.242150e+081.546874e+083.558800e+045.590832e+072.706630e+082.706630e+088.429340e+08
Latitude872.02.663278e+012.056053e+01-3.841610e+012.059368e+013.709024e+013.709024e+016.192411e+01
Longitude872.0-1.412815e+018.476081e+01-1.721046e+02-9.571289e+01-5.192528e+017.896288e+011.382529e+02
\n", + "
" + ], + "text/plain": [ + " count mean std \\\n", + "rank 995.0 4.980000e+02 2.873761e+02 \n", + "subscribers 995.0 2.298241e+07 1.752611e+07 \n", + "video views 995.0 1.103954e+10 1.411084e+10 \n", + "uploads 995.0 9.187126e+03 3.415135e+04 \n", + "video_views_rank 994.0 5.542489e+05 1.362782e+06 \n", + "country_rank 879.0 3.860535e+02 1.232245e+03 \n", + "channel_type_rank 962.0 7.457193e+02 1.944387e+03 \n", + "video_views_for_the_last_30_days 939.0 1.756103e+08 4.163782e+08 \n", + "lowest_monthly_earnings 995.0 3.688615e+04 7.185872e+04 \n", + "highest_monthly_earnings 995.0 5.898078e+05 1.148622e+06 \n", + "lowest_yearly_earnings 995.0 4.422574e+05 8.612161e+05 \n", + "highest_yearly_earnings 995.0 7.081814e+06 1.379704e+07 \n", + "subscribers_for_last_30_days 658.0 3.490791e+05 6.143554e+05 \n", + "created_year 990.0 2.012630e+03 4.512503e+00 \n", + "created_date 990.0 1.574646e+01 8.777520e+00 \n", + "Gross tertiary education enrollment (%) 872.0 6.362775e+01 2.610689e+01 \n", + "Population 872.0 4.303873e+08 4.727947e+08 \n", + "Unemployment rate 872.0 9.279278e+00 4.888354e+00 \n", + "Urban_population 872.0 2.242150e+08 1.546874e+08 \n", + "Latitude 872.0 2.663278e+01 2.056053e+01 \n", + "Longitude 872.0 -1.412815e+01 8.476081e+01 \n", + "\n", + " min 25% \\\n", + "rank 1.000000e+00 2.495000e+02 \n", + "subscribers 1.230000e+07 1.450000e+07 \n", + "video views 0.000000e+00 4.288145e+09 \n", + "uploads 0.000000e+00 1.945000e+02 \n", + "video_views_rank 1.000000e+00 3.230000e+02 \n", + "country_rank 1.000000e+00 1.100000e+01 \n", + "channel_type_rank 1.000000e+00 2.700000e+01 \n", + "video_views_for_the_last_30_days 1.000000e+00 2.013750e+07 \n", + "lowest_monthly_earnings 0.000000e+00 2.700000e+03 \n", + "highest_monthly_earnings 0.000000e+00 4.350000e+04 \n", + "lowest_yearly_earnings 0.000000e+00 3.265000e+04 \n", + "highest_yearly_earnings 0.000000e+00 5.217500e+05 \n", + "subscribers_for_last_30_days 1.000000e+00 1.000000e+05 \n", + "created_year 1.970000e+03 2.009000e+03 \n", + "created_date 1.000000e+00 8.000000e+00 \n", + "Gross tertiary education enrollment (%) 7.600000e+00 3.630000e+01 \n", + "Population 2.025060e+05 8.335541e+07 \n", + "Unemployment rate 7.500000e-01 5.270000e+00 \n", + "Urban_population 3.558800e+04 5.590832e+07 \n", + "Latitude -3.841610e+01 2.059368e+01 \n", + "Longitude -1.721046e+02 -9.571289e+01 \n", + "\n", + " 50% 75% \\\n", + "rank 4.980000e+02 7.465000e+02 \n", + "subscribers 1.770000e+07 2.460000e+07 \n", + "video views 7.760820e+09 1.355470e+10 \n", + "uploads 7.290000e+02 2.667500e+03 \n", + "video_views_rank 9.155000e+02 3.584500e+03 \n", + "country_rank 5.100000e+01 1.230000e+02 \n", + "channel_type_rank 6.550000e+01 1.397500e+02 \n", + "video_views_for_the_last_30_days 6.408500e+07 1.688265e+08 \n", + "lowest_monthly_earnings 1.330000e+04 3.790000e+04 \n", + "highest_monthly_earnings 2.127000e+05 6.068000e+05 \n", + "lowest_yearly_earnings 1.595000e+05 4.551000e+05 \n", + "highest_yearly_earnings 2.600000e+06 7.300000e+06 \n", + "subscribers_for_last_30_days 2.000000e+05 4.000000e+05 \n", + "created_year 2.013000e+03 2.016000e+03 \n", + "created_date 1.600000e+01 2.300000e+01 \n", + "Gross tertiary education enrollment (%) 6.800000e+01 8.820000e+01 \n", + "Population 3.282395e+08 3.282395e+08 \n", + "Unemployment rate 9.365000e+00 1.470000e+01 \n", + "Urban_population 2.706630e+08 2.706630e+08 \n", + "Latitude 3.709024e+01 3.709024e+01 \n", + "Longitude -5.192528e+01 7.896288e+01 \n", + "\n", + " max \n", + "rank 9.950000e+02 \n", + "subscribers 2.450000e+08 \n", + "video views 2.280000e+11 \n", + "uploads 3.013080e+05 \n", + "video_views_rank 4.057944e+06 \n", + "country_rank 7.741000e+03 \n", + "channel_type_rank 7.741000e+03 \n", + "video_views_for_the_last_30_days 6.589000e+09 \n", + "lowest_monthly_earnings 8.509000e+05 \n", + "highest_monthly_earnings 1.360000e+07 \n", + "lowest_yearly_earnings 1.020000e+07 \n", + "highest_yearly_earnings 1.634000e+08 \n", + "subscribers_for_last_30_days 8.000000e+06 \n", + "created_year 2.022000e+03 \n", + "created_date 3.100000e+01 \n", + "Gross tertiary education enrollment (%) 1.131000e+02 \n", + "Population 1.397715e+09 \n", + "Unemployment rate 1.472000e+01 \n", + "Urban_population 8.429340e+08 \n", + "Latitude 6.192411e+01 \n", + "Longitude 1.382529e+02 " + ] + }, + "execution_count": 4, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df.describe().T" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "Country\n", + "United States 313\n", + "India 168\n", + "Brazil 62\n", + "United Kingdom 43\n", + "Mexico 33\n", + "Indonesia 28\n", + "Spain 22\n", + "Thailand 18\n", + "South Korea 17\n", + "Russia 16\n", + "Canada 15\n", + "Argentina 13\n", + "Philippines 12\n", + "Colombia 11\n", + "Australia 9\n", + "Saudi Arabia 9\n", + "Ukraine 8\n", + "United Arab Emirates 7\n", + "Germany 6\n", + "Pakistan 6\n", + "France 5\n", + "Japan 5\n", + "Turkey 4\n", + "Sweden 4\n", + "Vietnam 3\n", + "Jordan 3\n", + "Netherlands 3\n", + "Singapore 3\n", + "Chile 3\n", + "Egypt 2\n", + "Ecuador 2\n", + "Iraq 2\n", + "Italy 2\n", + "China 1\n", + "Peru 1\n", + "Andorra 1\n", + "Bangladesh 1\n", + "Finland 1\n", + "Morocco 1\n", + "Kuwait 1\n", + "Malaysia 1\n", + "Switzerland 1\n", + "Latvia 1\n", + "Afghanistan 1\n", + "Venezuela 1\n", + "Barbados 1\n", + "El Salvador 1\n", + "Cuba 1\n", + "Samoa 1\n", + "Name: count, dtype: int64" + ] + }, + "execution_count": 5, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df['Country'].value_counts()\n" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "channel_type\n", + "Entertainment 304\n", + "Music 216\n", + "People 101\n", + "Games 98\n", + "Comedy 51\n", + "Education 49\n", + "Film 42\n", + "Howto 36\n", + "News 30\n", + "Tech 17\n", + "Sports 13\n", + "Autos 3\n", + "Animals 3\n", + "Nonprofit 2\n", + "Name: count, dtype: int64" + ] + }, + "execution_count": 6, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df['channel_type'].value_counts()\n" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "rank 0\n", + "Youtuber 0\n", + "subscribers 0\n", + "video views 0\n", + "category 46\n", + "Title 0\n", + "uploads 0\n", + "Country 122\n", + "Abbreviation 122\n", + "channel_type 30\n", + "video_views_rank 1\n", + "country_rank 116\n", + "channel_type_rank 33\n", + "video_views_for_the_last_30_days 56\n", + "lowest_monthly_earnings 0\n", + "highest_monthly_earnings 0\n", + "lowest_yearly_earnings 0\n", + "highest_yearly_earnings 0\n", + "subscribers_for_last_30_days 337\n", + "created_year 5\n", + "created_month 5\n", + "created_date 5\n", + "Gross tertiary education enrollment (%) 123\n", + "Population 123\n", + "Unemployment rate 123\n", + "Urban_population 123\n", + "Latitude 123\n", + "Longitude 123\n", + "dtype: int64" + ] + }, + "execution_count": 7, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df.isnull().sum()\n" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": {}, + "outputs": [], + "source": [ + "df = df.dropna(subset=['Country'])\n", + "df = df.dropna(subset=['category'])" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "rank 0\n", + "Youtuber 0\n", + "subscribers 0\n", + "video views 0\n", + "category 0\n", + "Title 0\n", + "uploads 0\n", + "Country 0\n", + "Abbreviation 0\n", + "channel_type 7\n", + "video_views_rank 1\n", + "country_rank 1\n", + "channel_type_rank 9\n", + "video_views_for_the_last_30_days 22\n", + "lowest_monthly_earnings 0\n", + "highest_monthly_earnings 0\n", + "lowest_yearly_earnings 0\n", + "highest_yearly_earnings 0\n", + "subscribers_for_last_30_days 271\n", + "created_year 3\n", + "created_month 3\n", + "created_date 3\n", + "Gross tertiary education enrollment (%) 1\n", + "Population 1\n", + "Unemployment rate 1\n", + "Urban_population 1\n", + "Latitude 1\n", + "Longitude 1\n", + "dtype: int64" + ] + }, + "execution_count": 9, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df.isnull().sum()" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "Index: 834 entries, 0 to 994\n", + "Data columns (total 28 columns):\n", + " # Column Non-Null Count Dtype \n", + "--- ------ -------------- ----- \n", + " 0 rank 834 non-null int64 \n", + " 1 Youtuber 834 non-null object \n", + " 2 subscribers 834 non-null int64 \n", + " 3 video views 834 non-null float64\n", + " 4 category 834 non-null object \n", + " 5 Title 834 non-null object \n", + " 6 uploads 834 non-null int64 \n", + " 7 Country 834 non-null object \n", + " 8 Abbreviation 834 non-null object \n", + " 9 channel_type 827 non-null object \n", + " 10 video_views_rank 833 non-null float64\n", + " 11 country_rank 833 non-null float64\n", + " 12 channel_type_rank 825 non-null float64\n", + " 13 video_views_for_the_last_30_days 812 non-null float64\n", + " 14 lowest_monthly_earnings 834 non-null float64\n", + " 15 highest_monthly_earnings 834 non-null float64\n", + " 16 lowest_yearly_earnings 834 non-null float64\n", + " 17 highest_yearly_earnings 834 non-null float64\n", + " 18 subscribers_for_last_30_days 563 non-null float64\n", + " 19 created_year 831 non-null float64\n", + " 20 created_month 831 non-null object \n", + " 21 created_date 831 non-null float64\n", + " 22 Gross tertiary education enrollment (%) 833 non-null float64\n", + " 23 Population 833 non-null float64\n", + " 24 Unemployment rate 833 non-null float64\n", + " 25 Urban_population 833 non-null float64\n", + " 26 Latitude 833 non-null float64\n", + " 27 Longitude 833 non-null float64\n", + "dtypes: float64(18), int64(3), object(7)\n", + "memory usage: 189.0+ KB\n" + ] + } + ], + "source": [ + "df.info()" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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Youtubersubscribersvideo viewscategoryCountry
0T-Series2450000002.280000e+11MusicIndia
1YouTube Movies1700000000.000000e+00Film & AnimationUnited States
2MrBeast1660000002.836884e+10EntertainmentUnited States
3Cocomelon - Nursery Rhymes1620000001.640000e+11EducationUnited States
4SET India1590000001.480000e+11ShowsIndia
6ýýý Kids Diana Show1120000009.324704e+10People & BlogsUnited States
7PewDiePie1110000002.905804e+10GamingJapan
8Like Nastya1060000009.047906e+10People & BlogsRussia
9Vlad and Niki989000007.718017e+10EntertainmentUnited States
10Zee Music Company967000005.785629e+10MusicIndia
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" + ], + "text/plain": [ + " Youtuber subscribers video views category \\\n", + "0 T-Series 245000000 2.280000e+11 Music \n", + "1 YouTube Movies 170000000 0.000000e+00 Film & Animation \n", + "2 MrBeast 166000000 2.836884e+10 Entertainment \n", + "3 Cocomelon - Nursery Rhymes 162000000 1.640000e+11 Education \n", + "4 SET India 159000000 1.480000e+11 Shows \n", + "6 ýýý Kids Diana Show 112000000 9.324704e+10 People & Blogs \n", + "7 PewDiePie 111000000 2.905804e+10 Gaming \n", + "8 Like Nastya 106000000 9.047906e+10 People & Blogs \n", + "9 Vlad and Niki 98900000 7.718017e+10 Entertainment \n", + "10 Zee Music Company 96700000 5.785629e+10 Music \n", + "\n", + " Country \n", + "0 India \n", + "1 United States \n", + "2 United States \n", + "3 United States \n", + "4 India \n", + "6 United States \n", + "7 Japan \n", + "8 Russia \n", + "9 United States \n", + "10 India " + ] + }, + "execution_count": 11, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df_10_canais_inscritos = df[['Youtuber', 'subscribers', 'video views', 'category', 'Country']].sort_values(by='subscribers', ascending=False).head(10)\n", + "df_10_canais_inscritos" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "plt.figure(figsize=(12, 6))\n", + "plt.bar(df_10_canais_inscritos['Youtuber'], df_10_canais_inscritos['subscribers'], color='g')\n", + "for i, valor in enumerate(df_10_canais_inscritos['subscribers']):\n", + " plt.text(i, valor + 0.05 * valor, f'{valor:,.0f}', ha='center', va='bottom', fontsize=10)\n", + "\n", + "plt.xlabel('Canal Youtube')\n", + "plt.ylabel('Inscritos')\n", + "plt.title('Os 10 maiores Canais do Youtube')\n", + "plt.xticks(rotation=75)\n", + "plt.tight_layout()\n", + "plt.show()\n" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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Youtubersubscribersvideo viewscategoryCountry
0T-Series2450000002.280000e+11MusicIndia
3Cocomelon - Nursery Rhymes1620000001.640000e+11EducationUnited States
4SET India1590000001.480000e+11ShowsIndia
15Sony SAB830000001.010000e+11ShowsIndia
6ýýý Kids Diana Show1120000009.324704e+10People & BlogsUnited States
8Like Nastya1060000009.047906e+10People & BlogsRussia
11WWE960000007.742847e+10SportsUnited States
9Vlad and Niki989000007.718017e+10EntertainmentUnited States
21Zee TV705000007.313905e+10EntertainmentIndia
26Colors TV646000006.151091e+10ShowsIndia
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" + ], + "text/plain": [ + " Youtuber subscribers video views category \\\n", + "0 T-Series 245000000 2.280000e+11 Music \n", + "3 Cocomelon - Nursery Rhymes 162000000 1.640000e+11 Education \n", + "4 SET India 159000000 1.480000e+11 Shows \n", + "15 Sony SAB 83000000 1.010000e+11 Shows \n", + "6 ýýý Kids Diana Show 112000000 9.324704e+10 People & Blogs \n", + "8 Like Nastya 106000000 9.047906e+10 People & Blogs \n", + "11 WWE 96000000 7.742847e+10 Sports \n", + "9 Vlad and Niki 98900000 7.718017e+10 Entertainment \n", + "21 Zee TV 70500000 7.313905e+10 Entertainment \n", + "26 Colors TV 64600000 6.151091e+10 Shows \n", + "\n", + " Country \n", + "0 India \n", + "3 United States \n", + "4 India \n", + "15 India \n", + "6 United States \n", + "8 Russia \n", + "11 United States \n", + "9 United States \n", + "21 India \n", + "26 India " + ] + }, + "execution_count": 13, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df_10_canais_visualizacoes = df[['Youtuber', 'subscribers', 'video views', 'category', 'Country']].sort_values(by='video views', ascending=False).head(10)\n", + "df_10_canais_visualizacoes" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Top 10 Canais Mais Assistidos do Brasil:\n", + " Youtuber video views subscribers category\n", + "23 Canal KondZilla 3.677559e+10 66500000 Music\n", + "120 Galinha Pintadinha 2.727455e+10 33800000 Film & Animation\n", + "83 GR6 EXPLODE 2.515423e+10 38900000 Music\n", + "96 Maria Clara & JP 2.418886e+10 37000000 People & Blogs\n", + "965 Mundo Bita 1.669079e+10 12500000 Music\n", + "54 Felipe Neto 1.660220e+10 45200000 Entertainment\n", + "633 Henrique e Juliano 1.461952e+10 15500000 Music\n", + "263 Spider Slack 1.394303e+10 24000000 Comedy\n", + "405 Gusttavo Lima Oficial 1.391742e+10 19900000 Music\n", + "436 Turma da M�� 1.382428e+10 19000000 Film & Animation\n" + ] + } + ], + "source": [ + "df_brasil = df[df['Country'] == 'Brazil']\n", + "df_top5_brasil = df_brasil[['Youtuber', 'video views', 'subscribers', 'category', ]].sort_values(by='video views', ascending=False).head(10)\n", + "print(\"Top 10 Canais Mais Assistidos do Brasil:\")\n", + "print(df_top5_brasil)" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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Youtubersubscribersvideo viewsCountry
0T-Series2450000002.280000e+11India
1Zee Music Company967000005.785629e+10India
2BANGTANTV756000002.082699e+10South Korea
3Justin Bieber716000003.060812e+10Canada
4HYBE LABELS713000002.863457e+10South Korea
5Canal KondZilla665000003.677559e+10Brazil
6Shemaroo Filmi Gaane656000002.864802e+10India
7T-Series Bhakti Sagar610000002.953323e+10India
8Tips Official593000003.343180e+10India
9El Reino Infantil584000005.727163e+10Argentina
\n", + "
" + ], + "text/plain": [ + " Youtuber subscribers video views Country\n", + "0 T-Series 245000000 2.280000e+11 India\n", + "1 Zee Music Company 96700000 5.785629e+10 India\n", + "2 BANGTANTV 75600000 2.082699e+10 South Korea\n", + "3 Justin Bieber 71600000 3.060812e+10 Canada\n", + "4 HYBE LABELS 71300000 2.863457e+10 South Korea\n", + "5 Canal KondZilla 66500000 3.677559e+10 Brazil\n", + "6 Shemaroo Filmi Gaane 65600000 2.864802e+10 India\n", + "7 T-Series Bhakti Sagar 61000000 2.953323e+10 India\n", + "8 Tips Official 59300000 3.343180e+10 India\n", + "9 El Reino Infantil 58400000 5.727163e+10 Argentina" + ] + }, + "execution_count": 15, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df_canais_musica = df[df['category'] == 'Music']\n", + "df_rank_musica = df_canais_musica[['Youtuber', 'subscribers', 'video views', 'Country',]].sort_values(by='subscribers', ascending=False).head(10)\n", + "df_rank_musica.reset_index(drop=True, inplace=True)\n", + "df_rank_musica" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + " Youtuber subscribers video views Country\n", + "0 T-Series 245000000 2.280000e+11 India\n", + "10 Zee Music Company 96700000 5.785629e+10 India\n", + "31 El Reino Infantil 58400000 5.727163e+10 Argentina\n", + "259 netd mï¿½ï¿ 24100000 5.610609e+10 Turkey\n", + "32 Wave Music 58000000 4.060202e+10 India\n", + "23 Canal KondZilla 66500000 3.677559e+10 Brazil\n", + "30 Tips Official 59300000 3.343180e+10 India\n", + "19 Justin Bieber 71600000 3.060812e+10 Canada\n", + "39 Ed Sheeran 53500000 3.036768e+10 United Kingdom\n", + "41 Taylor Swift 52900000 2.988466e+10 United States\n", + "27 T-Series Bhakti Sagar 61000000 2.953323e+10 India\n", + "34 Sony Music India 57200000 2.883714e+10 India\n", + "25 Shemaroo Filmi Gaane 65600000 2.864802e+10 India\n", + "20 HYBE LABELS 71300000 2.863457e+10 South Korea\n", + "133 DisneyMusicVEVO 32700000 2.851625e+10 United States\n", + "49 SonyMusicIndiaVEVO 46600000 2.728606e+10 United States\n", + "105 La Granja de Zen� 35700000 2.711835e+10 Argentina\n", + "35 EminemMusic 56900000 2.707387e+10 United States\n", + "66 Speed Records 42500000 2.682090e+10 India\n", + "148 JustinBieberVEVO 31600000 2.658387e+10 United States\n" + ] + } + ], + "source": [ + "top_20_music_channels = (\n", + " df[df['category'] == 'Music']\n", + " .sort_values(by='video views', ascending=False) # Ordenar por visualizações em ordem decrescente\n", + " .head(20) # Selecionar os 20 primeiros\n", + " [['Youtuber', 'subscribers', 'video views', 'Country']] # Colunas relevantes\n", + ")\n", + "\n", + "# Exibir o resultado\n", + "print(top_20_music_channels)" + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + " Youtuber video views category \\\n", + "0 T-Series 2.280000e+11 Music \n", + "3 Cocomelon - Nursery Rhymes 1.640000e+11 Education \n", + "4 SET India 1.480000e+11 Shows \n", + "15 Sony SAB 1.010000e+11 Shows \n", + "6 ýýý Kids Diana Show 9.324704e+10 People & Blogs \n", + ".. ... ... ... \n", + "912 Matheus Yurley 1.400224e+08 Entertainment \n", + "902 Calon Sarjana 1.066458e+07 Entertainment \n", + "700 ýýýýýý 4.390980e+05 People & Blogs \n", + "286 Happy Lives 2.634000e+03 Science & Technology \n", + "1 YouTube Movies 0.000000e+00 Film & Animation \n", + "\n", + " Country Ganho Estimado (USD) \n", + "0 India 3.990000e+08 \n", + "3 United States 2.870000e+08 \n", + "4 India 2.590000e+08 \n", + "15 India 1.767500e+08 \n", + "6 United States 1.631823e+08 \n", + ".. ... ... \n", + "912 Brazil 2.450393e+05 \n", + "902 Indonesia 1.866302e+04 \n", + "700 Russia 7.684215e+02 \n", + "286 United States 4.609500e+00 \n", + "1 United States 0.000000e+00 \n", + "\n", + "[834 rows x 5 columns]\n" + ] + } + ], + "source": [ + "cpm = 1.75 \n", + "df_canais_top10 = df[['Youtuber', 'video views', 'category', 'Country']].sort_values(by='video views', ascending=False)\n", + "def calcular_ganho_est(visualizacoes, cpm):\n", + " return (visualizacoes / 1000) * cpm\n", + "\n", + "df_canais_top10['Ganho Estimado (USD)'] = df_canais_top10['video views'].apply(lambda x: calcular_ganho_est(x, cpm))\n", + "\n", + "print(df_canais_top10)" + ] + }, + { + "cell_type": "code", + "execution_count": 18, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + " Youtuber video views Ganho Estimado (USD)\n", + "23 Canal KondZilla 3.677559e+10 6.435728e+07\n", + "120 Galinha Pintadinha 2.727455e+10 4.773046e+07\n", + "83 GR6 EXPLODE 2.515423e+10 4.401991e+07\n", + "96 Maria Clara & JP 2.418886e+10 4.233051e+07\n", + "965 Mundo Bita 1.669079e+10 2.920888e+07\n", + ".. ... ... ...\n", + "362 Canal Canalha 1.870608e+09 3.273564e+06\n", + "375 Totoy kids - Portugu� 1.796227e+09 3.143398e+06\n", + "940 Piuzinho 1.081286e+09 1.892250e+06\n", + "901 Everson Zoio 1.024468e+09 1.792819e+06\n", + "912 Matheus Yurley 1.400224e+08 2.450393e+05\n", + "\n", + "[62 rows x 3 columns]\n" + ] + } + ], + "source": [ + "cpm_brasil = 1.75 \n", + "\n", + "df_canais_brasil = df[df['Country'] == 'Brazil']\n", + "df_canais_brasil_top10 = df_canais_brasil[['Youtuber', 'video views']].sort_values(by='video views', ascending=False)\n", + "\n", + "def calcular_ganho_est(visualizacoes, cpm):\n", + " return (visualizacoes / 1000) * cpm\n", + "\n", + "df_canais_brasil_top10['Ganho Estimado (USD)'] = df_canais_brasil_top10['video views'].apply(lambda x: calcular_ganho_est(x, cpm_brasil))\n", + "\n", + "print(df_canais_brasil_top10)" + ] + }, + { + "cell_type": "code", + "execution_count": 19, + "metadata": {}, + "outputs": [ + { + "ename": "RuntimeError", + "evalue": "No mappable was found to use for colorbar creation. First define a mappable such as an image (with imshow) or a contour set (with contourf).", + "output_type": "error", + "traceback": [ + "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[0;31mRuntimeError\u001b[0m Traceback (most recent call last)", + "Cell \u001b[0;32mIn[19], line 9\u001b[0m\n\u001b[1;32m 7\u001b[0m plt\u001b[38;5;241m.\u001b[39mtitle(\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mNúmero de Visualizações por País com Correlação com Matrícula no Ensino Superior (\u001b[39m\u001b[38;5;124m%\u001b[39m\u001b[38;5;124m)\u001b[39m\u001b[38;5;124m'\u001b[39m)\n\u001b[1;32m 8\u001b[0m plt\u001b[38;5;241m.\u001b[39mxticks(rotation\u001b[38;5;241m=\u001b[39m\u001b[38;5;241m75\u001b[39m)\n\u001b[0;32m----> 9\u001b[0m \u001b[43mplt\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mcolorbar\u001b[49m\u001b[43m(\u001b[49m\u001b[43mlabel\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[38;5;124;43m'\u001b[39;49m\u001b[38;5;124;43mMatrículas no Ensino Superior (\u001b[39;49m\u001b[38;5;124;43m%\u001b[39;49m\u001b[38;5;124;43m)\u001b[39;49m\u001b[38;5;124;43m'\u001b[39;49m\u001b[43m)\u001b[49m\n\u001b[1;32m 10\u001b[0m plt\u001b[38;5;241m.\u001b[39mtight_layout()\n\u001b[1;32m 11\u001b[0m plt\u001b[38;5;241m.\u001b[39mshow()\n", + "File \u001b[0;32m/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/matplotlib/pyplot.py:2512\u001b[0m, in \u001b[0;36mcolorbar\u001b[0;34m(mappable, cax, ax, **kwargs)\u001b[0m\n\u001b[1;32m 2510\u001b[0m mappable \u001b[38;5;241m=\u001b[39m gci()\n\u001b[1;32m 2511\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m mappable \u001b[38;5;129;01mis\u001b[39;00m \u001b[38;5;28;01mNone\u001b[39;00m:\n\u001b[0;32m-> 2512\u001b[0m \u001b[38;5;28;01mraise\u001b[39;00m \u001b[38;5;167;01mRuntimeError\u001b[39;00m(\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mNo mappable was found to use for colorbar \u001b[39m\u001b[38;5;124m'\u001b[39m\n\u001b[1;32m 2513\u001b[0m \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mcreation. First define a mappable such as \u001b[39m\u001b[38;5;124m'\u001b[39m\n\u001b[1;32m 2514\u001b[0m \u001b[38;5;124m'\u001b[39m\u001b[38;5;124man image (with imshow) or a contour set (\u001b[39m\u001b[38;5;124m'\u001b[39m\n\u001b[1;32m 2515\u001b[0m \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mwith contourf).\u001b[39m\u001b[38;5;124m'\u001b[39m)\n\u001b[1;32m 2516\u001b[0m ret \u001b[38;5;241m=\u001b[39m gcf()\u001b[38;5;241m.\u001b[39mcolorbar(mappable, cax\u001b[38;5;241m=\u001b[39mcax, ax\u001b[38;5;241m=\u001b[39max, \u001b[38;5;241m*\u001b[39m\u001b[38;5;241m*\u001b[39mkwargs)\n\u001b[1;32m 2517\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m ret\n", + "\u001b[0;31mRuntimeError\u001b[0m: No mappable was found to use for colorbar creation. First define a mappable such as an image (with imshow) or a contour set (with contourf)." + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "df_corr = df[['Country', 'video views', 'Gross tertiary education enrollment (%)']].dropna()\n", + "\n", + "plt.figure(figsize=(12, 6))\n", + "sns.scatterplot(x='Country', y='video views', hue='Gross tertiary education enrollment (%)', data=df_corr, palette='viridis', s=100)\n", + "plt.xlabel('País')\n", + "plt.ylabel('Número de Visualizações')\n", + "plt.title('Número de Visualizações por País com Correlação com Matrícula no Ensino Superior (%)')\n", + "plt.xticks(rotation=75)\n", + "plt.colorbar(label='Matrículas no Ensino Superior (%)')\n", + "plt.tight_layout()\n", + "plt.show()\n", + "\n", + "correlacao = df_corr['video views'].corr(df_corr['Gross tertiary education enrollment (%)'])\n", + "print(f\"Correlação entre visualizações e Gross tertiary education enrollment (%): {correlacao}\")\n" + ] + }, + { + "cell_type": "code", + "execution_count": 133, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "+----------------+----------+\n", + "| Channel Type | Counts |\n", + "+================+==========+\n", + "| Entertainment | 273 |\n", + "+----------------+----------+\n", + "| Music | 195 |\n", + "+----------------+----------+\n", + "| Games | 82 |\n", + "+----------------+----------+\n", + "| People | 59 |\n", + "+----------------+----------+\n", + "| Comedy | 48 |\n", + "+----------------+----------+\n", + "| Education | 44 |\n", + "+----------------+----------+\n", + "| Film | 34 |\n", + "+----------------+----------+\n", + "| Howto | 31 |\n", + "+----------------+----------+\n", + "| News | 29 |\n", + "+----------------+----------+\n", + "| Tech | 14 |\n", + "+----------------+----------+\n", + "| Sports | 11 |\n", + "+----------------+----------+\n", + "| Animals | 3 |\n", + "+----------------+----------+\n", + "| Nonprofit | 2 |\n", + "+----------------+----------+\n", + "| Autos | 2 |\n", + "+----------------+----------+\n" + ] + } + ], + "source": [ + "df_categoria_canais = df['channel_type'].value_counts()\n", + "\n", + "df_counts_categoria = pd.DataFrame(df_categoria_canais).reset_index()\n", + "df_counts_categoria.columns = ['Channel Type', 'Counts']\n", + "\n", + "print(tabulate(df_counts_categoria, headers='keys', tablefmt='grid', showindex=False))" + ] + }, + { + "cell_type": "code", + "execution_count": 136, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "wordcloud = WordCloud(width=800, height=400, background_color='white').generate_from_frequencies(df_categoria_canais)\n", + "\n", + "plt.figure(figsize=(10, 5))\n", + "plt.imshow(wordcloud, interpolation='bilinear')\n", + "plt.axis('off')\n", + "plt.title('Nuvem de Palavras do Tipo de Canais')\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 94, + "metadata": {}, + "outputs": [], + "source": [ + "#df.to_csv('base_dados_youtube2.csv', index=False)" + ] + } + ], + "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": "3.12.3" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +}