fake news, Twitter, 9/19/2022 1:30:28 AM, 282062


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fake news_2022-09-18_18-00-00.xlsx
fake news_2022-09-18_18-00-00.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 19, 2022
Short Description:
fake news via NodeXL https://bit.ly/3LmSefO
@lulaoficial
@taoquei1
@madruga2022
@silvionavarro
@carmelonetobr
@igrejauniversal
@flaviobolsonaro
@deltanmd
@monicabergamo
@psbnacional40

Top hashtags:
#kashmir
#vanangaan
#chile
#urgente
#saynomore
#cumpleradioeldestape

Description:
Description
The graph represents a network of 9,801 Twitter users whose tweets in the requested range contained "fake news", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 19 September 2022 at 01:06 UTC.

The requested start date was Monday, 19 September 2022 at 00:01 UTC and the maximum number of tweets (going backward in time) was 7,500.

The tweets in the network were tweeted over the 2-day, 0-hour, 21-minute period from Friday, 16 September 2022 at 01:46 UTC to Sunday, 18 September 2022 at 02:08 UTC.

Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".

The graph is directed.

The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.

The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.


Author Description


Overall Graph Metrics
Vertices : 9801
Unique Edges : 5454
Edges With Duplicates : 10775
Total Edges : 16229
Number of Edge Types : 5
Retweet : 5140
MentionsInRetweet : 6310
Replies to : 1952
Tweet : 916
Mentions : 1911
Self-Loops : 942
Reciprocated Vertex Pair Ratio : 0.00202204023860075
Reciprocated Edge Ratio : 0.00403591968519826
Connected Components : 1634
Single-Vertex Connected Components : 369
Maximum Vertices in a Connected Component : 3431
Maximum Edges in a Connected Component : 7458
Maximum Geodesic Distance (Diameter) : 22
Average Geodesic Distance : 5.388264
Graph Density : 0.000103186055567008
Modularity : 0.609696
NodeXL Version : 1.0.1.504
Data Import : The graph represents a network of 9,801 Twitter users whose tweets in the requested range contained "fake news", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 19 September 2022 at 01:06 UTC.

The requested start date was Monday, 19 September 2022 at 00:01 UTC and the maximum number of tweets (going backward in time) was 7,500.

The tweets in the network were tweeted over the 2-day, 0-hour, 21-minute period from Friday, 16 September 2022 at 01:46 UTC to Sunday, 18 September 2022 at 02:08 UTC.

Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".

Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : GraphServerTwitterSearch
Graph Term : fake news
Groups : The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
Edge Color : Edge Weight
Edge Width : Edge Weight
Edge Alpha : Edge Weight
Vertex Radius : Betweenness Centrality

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[48] https://terrabrasilnoticias.com/2022/09/bomba-lula-paga-anuncios-no-google-pra-mostrar-fake-news-que-foi-absolvido/
[29] https://verdadenarede.com.br/em-desespero-bolsonaristas-voltam-a-circular-audio-fake-de-lula/
[22] https://www.diariodocentrodomundo.com.br/essencial/video-apoiador-de-lula-desmente-fake-news-de-celular-furtado-em-comicio/
[15] https://www.diariodocentrodomundo.com.br/tse-manda-derrubar-fake-news-de-que-lula-esta-inelegivel/
[12] https://noticias.uol.com.br/confere/ultimas-noticias/2022/07/27/bolsonaro-nao-foi-expulso-do-exercito-como-disse-lula-em-entrevista-ao-uol.htm
[11] https://www.brasil247.com/regionais/brasilia/empresa-que-criou-o-lulaflix-site-de-mentiras-contra-lula-fatura-r-7-milhoes-da-campanha-de-bolsonaro
[11] https://istoe.com.br/nao-caia-em-fake-news-o-supremo-nao-declarou-lula-inocente-entenda/
[10] https://www.youtube.com/watch?v=FuIGBHsbyCA&feature=youtu.be

[9] https://www.universal-music.co.jp/faketype/news/2022-09-09-4/
[8] https://terrabrasilnoticias.com/2022/09/aos-fatos-empresa-checadora-que-foi-condenada-a-pagar-indenizacao-por-fake-news-e-que-faz-parte-de-um-grupo-de-veiculos-da-midia-de-esquerda-tenta-criar-narrativa-nefasta-contra-o-terra-brasil-notic/

Top URLs in Tweet in G1:
[39] https://terrabrasilnoticias.com/2022/09/bomba-lula-paga-anuncios-no-google-pra-mostrar-fake-news-que-foi-absolvido/
[4] https://terrabrasilnoticias.com/2022/09/tse-manda-gleisi-apagar-fake-news-postada-que-associa-bolsonaro-a-crime/
[2] https://terrabrasilnoticias.com/2022/09/e-pura-fake-news-pt-sendo-pt-afirma-serra-sobre-apoio-a-lula-veja-video/
[2] https://direitaonline.com.br/bispo-edir-macedo-declara-voto-em-bolsonaro-e-afasta-fake-news-sobre-apoio-a-lula/
[2] https://twitter.com/verdadenarede/status/1570920924509278208?t=8RSedI6Z_bpD64T5rCwR3Q&s=19
[2] https://twitter.com/DiegoVarlei/status/1570900249279098880
[1] https://terrabrasilnoticias.com/2022/09/aos-fatos-empresa-checadora-que-foi-condenada-a-pagar-indenizacao-por-fake-news-e-que-faz-parte-de-um-grupo-de-veiculos-da-midia-de-esquerda-tenta-criar-narrativa-nefasta-contra-o-terra-brasil-notic/
[1] https://veja.abril.com.br/coluna/radar/maior-reduto-lulista-no-pais-nordeste-caminha-para-derrotar-o-pt/
[1] https://twitter.com/verdadenarede/status/1570920924509278208?t=B1zfEQMUX29wVq1bSnNfoA&s=19
[1] https://twitter.com/ViniciusAcioly2/status/1570919875811643392

Top URLs in Tweet in G2:
[11] https://istoe.com.br/nao-caia-em-fake-news-o-supremo-nao-declarou-lula-inocente-entenda/
[5] https://www.apostagem.com.br/2022/09/16/empresa-ligada-a-site-de-fake-news-contra-lula-fatura-r-7-milhoes-de-campanha-de-bolsonaro-e-do-pl/
[3] https://www.brasil247.com/regionais/brasilia/empresa-que-criou-o-lulaflix-site-de-mentiras-contra-lula-fatura-r-7-milhoes-da-campanha-de-bolsonaro
[3] https://twitter.com/i/spaces/1ZkKzXDXeOyJv?s=20
[2] https://www.boatos.org/politica/voto-parcial-so-para-presidente-sera-considerado-anulado-nas-eleicoes-2022.html
[2] https://www.boatos.org/politica/audio-de-lula-mandando-matar-palocci-vaza-na-internet.html
[2] https://www.boatos.org/tag/coronavirus
[2] https://www.boatos.org/entretenimento/maiara-e-maraisa-sao-expulsas-palco-apos-falarem-fora-bolsonaro.html
[2] https://www.boatos.org/opiniao/ao-contrario-de-2021-7-de-setembro-passa-quase-imune-a-fake-news-em-2022.html
[2] https://www.jorn.com.br/caca-fake/cinco-fake-news-que-mais-bombaram-na-semana-09-09-a-16-09/

Top URLs in Tweet in G3:
[4] https://terrabrasilnoticias.com/2022/09/aos-fatos-empresa-checadora-que-foi-condenada-a-pagar-indenizacao-por-fake-news-e-que-faz-parte-de-um-grupo-de-veiculos-da-midia-de-esquerda-tenta-criar-narrativa-nefasta-contra-o-terra-brasil-notic/
[3] https://twitter.com/monicabergamo/status/1570858953436983296
[2] https://twitter.com/kimpaim/status/1570557134773047298
[2] https://www.outlookindia.com/outlook-spotlight/profit-singularity-ultra-edition-reviews-make-money-online-with-youtube-or-fake-hype-program--news-223871
[2] https://twitter.com/metanfetanitta/status/1570913321477640194
[2] https://www.dw.com/p/4H04y?maca=en-Twitter-sharing
[2] https://twitter.com/bbcnewsamerica/status/1570565068433281024
[2] https://www.etsy.com/listing/1263341392/private-eyelines-have-i-got-fake-brexit
[2] https://conservadorismodobrasil.com.br/2022/09/17/serra-nega-ter-declarado-apoio-a-lula-e-pura-fake-news/
[2] https://twitter.com/totiorellanag/status/1571280113152442369

Top URLs in Tweet in G4:
[7] https://www.elmostrador.cl/noticias/pais/2022/06/29/de-la-mentira-a-la-posverdad-la-complicidad-de-la-tv-abierta-en-la-difusion-de-fake-news/
[1] https://chng.it/h4pZ2J4k
[1] https://bit.ly/3DrQj7S
[1] https://twitter.com/Sergiocabellol/status/1571155637295267840
[1] https://twitter.com/elpenquista22/status/1571182257079042049

Top URLs in Tweet in G5:
[2] https://terrabrasilnoticias.com/2022/09/bomba-lula-paga-anuncios-no-google-pra-mostrar-fake-news-que-foi-absolvido/
[1] https://terrabrasilnoticias.com/2022/09/aos-fatos-empresa-checadora-que-foi-condenada-a-pagar-indenizacao-por-fake-news-e-que-faz-parte-de-um-grupo-de-veiculos-da-midia-de-esquerda-tenta-criar-narrativa-nefasta-contra-o-terra-brasil-notic/
[1] https://twitter.com/folha/status/1571126083055157249
[1] https://twitter.com/CNNBrasil/status/1570167139646177284

Top URLs in Tweet in G6:
[10] https://www.youtube.com/watch?v=FuIGBHsbyCA&feature=youtu.be

[4] https://www.terra.com.br/noticias/maiara-e-maraisa-nao-gritaram-fora-bolsonaro-nem-deixaram-palco-sob-vaias,eeac95001674b40944896e9fb0d86791s06i0k1u.html
[2] https://terrabrasilnoticias.com/2022/09/bomba-lula-paga-anuncios-no-google-pra-mostrar-fake-news-que-foi-absolvido/
[2] https://pleno.news/brasil/e-falso-o-audio-em-que-presidente-xinga-michelle.html
[1] https://lulaflix.com.br/

Top URLs in Tweet in G7:
[1] https://twitter.com/ImranTG1/status/1569597529330941952

Top URLs in Tweet in G8:
[1] https://gazetabrasil.com.br/eleicoes-2022-2/2022/09/17/serra-nega-apoio-a-lula-e-pura-fake-news/

Top URLs in Tweet in G9:
[5] https://www.brasil247.com/regionais/brasilia/tse-condena-damares-a-pagar-r-5-mil-a-lula-por-publicar-fake-news
[2] https://www.brasil247.com/midia/bolsonaristas-divulgam-fake-news-com-ator-que-se-passa-por-fabio-assuncao-video
[2] https://www.youtube.com/watch?v=7-O1xuSQtvU&feature=youtu.be

[1] https://twitter.com/brasil247/status/1571167489731575813
[1] https://extra.globo.com/noticias/brasil/entenda-que-pode-acontecer-com-candidato-que-divulgar-fake-news-nas-eleicoes-25555101.html
[1] https://www.brasil247.com/tanostrends/apos-bolsonaristas-divulgarem-fake-news-com-fabio-assuncao-internautas-resgatam-video-emocionante-de-dilma-postado-pelo-ator
[1] https://semanal.revistaforum.com.br/
[1] https://bit.ly/3BWHbXX
[1] https://twitter.com/ViniciusAcioly2/status/1570919875811643392?t=TQai5JNgofz3U3NIUvrAkg&s=19
[1] https://terrabrasilnoticias.com/2022/09/bomba-lula-paga-anuncios-no-google-pra-mostrar-fake-news-que-foi-absolvido/

Top URLs in Tweet in G10:
[1] https://www1.folha.uol.com.br/poder/2022/09/youtube-privilegia-videos-pro-bolsonaro-em-recomendacoes-a-usuarios-diz-estudo.shtml
[1] https://noticias.uol.com.br/comprova/ultimas-noticias/2022/03/24/video-engana-sobre-poder-de-compra-nos-governos-lula-e-bolsonaro.htm
[1] https://twitter.com/profpaulamarisa/status/1570930762098286592
[1] https://acervo.oglobo.globo.com/em-destaque/em
[1] https://fonts.googleapis.com/css?family=Merriweather:400,400i,700,700i|Overpass:400,400i,700,700i&display=swap
[1] https://acervo.oglobo.globo.com/em-destaque/em-2005-63-dos-brasileiros-votam-em-referendo-favor-do-comercio-de-armas-17786376
[1] https://www.gazetadopovo.com.br/ideias/com-10-das-armas-dos-eua-brasil-tem-taxa-de-homicidios-com-armas-de-fogo-5-vezes-maior-6zn5gstr2xtthjth8y77xsi67/
[1] https://verdadenarede.com.br/em-desespero-bolsonaristas-voltam-a-circular-audio-fake-de-lula/

Top Domains
Top Domains in Tweet in Entire Graph:
[314] twitter.com
[167] com.br
[63] terrabrasilnoticias.com
[36] youtube.com
[20] brasil247.com
[18] boatos.org
[10] etsy.com
[10] co.jp
[8] co.uk
[8] msn.com

Top Domains in Tweet in G1:
[46] terrabrasilnoticias.com
[7] twitter.com
[3] com.br

Top Domains in Tweet in G2:
[39] com.br
[18] boatos.org
[15] twitter.com
[3] instagram.com
[3] brasil247.com
[2] whatsapp.com
[1] youtube.com
[1] globo.com
[1] yahoo.com

Top Domains in Tweet in G3:
[139] twitter.com
[17] com.br
[6] youtube.com
[5] terrabrasilnoticias.com
[3] msn.com
[2] yahoo.com
[2] cbsnews.com
[2] outlookindia.com
[2] dw.com
[2] etsy.com

Top Domains in Tweet in G4:
[7] elmostrador.cl
[2] twitter.com
[1] chng.it
[1] bit.ly

Top Domains in Tweet in G5:
[3] terrabrasilnoticias.com
[2] twitter.com

Top Domains in Tweet in G6:
[10] youtube.com
[5] com.br
[2] terrabrasilnoticias.com
[2] pleno.news

Top Domains in Tweet in G7:
[1] twitter.com

Top Domains in Tweet in G8:
[1] com.br

Top Domains in Tweet in G9:
[8] brasil247.com
[3] twitter.com
[2] youtube.com
[1] globo.com
[1] com.br
[1] bit.ly
[1] terrabrasilnoticias.com

Top Domains in Tweet in G10:
[4] com.br
[2] globo.com
[1] twitter.com
[1] googleapis.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[50] kashmir
[42] vanangaan
[32] chile
[19] urgente
[13] saynomore
[11] cumpleradioeldestape
[10] eu
[9] yuzuruhanyu𓃵
[9] 羽生结弦
[9] faketype



Top Hashtags in Tweet in G1:
[1] lulanaoeinocentebabaca
[1] ganimenosbt
[1] debatesbtrio
[1] forabolsonaroesuaquadrilha

Top Hashtags in Tweet in G2:
[5] spacedos24dias
[4] equipelula
[4] cactosemação
[3] bolsonaromente
[3] spaces
[3] lulaeoptobrasiltempressa
[1] psb
[1] agita40
[1] lulanacnn
[1] spacelulajá

Top Hashtags in Tweet in G3:
[3] trump
[2] ukrainerussiawar
[2] antifakenews
[2] breaking
[2] news
[2] have
[2] gotfakebrexit
[2] eyelines
[2] eu
[2] rebootbritain

Top Hashtags in Tweet in G4:
[32] chile

Top Hashtags in Tweet in G5:
[18] urgente
[2] bolsonaroreeleito2022
[2] danielativista
[1] carequinhadobem
[1] colunach
[1] diariodopoder
[1] xandão

Top Hashtags in Tweet in G6:
[2] plenonews

Top Hashtags in Tweet in G7:
[1] punjab
[1] aap

Top Hashtags in Tweet in G9:
[2] brocounainternet
[2] bolsonaroreeleitonoprimeiroturno
[1] fakenews
[1] revistafórum
[1] tenhareferencia
[1] notíciasinternacionais
[1] mundohoje
[1] votebolsonaro22
[1] lulaladraoseulugarénaprisão
[1] lulanoprimeiroturno

Top Words
Top Words in Tweet in Entire Graph:
[6759] news
[6745] fake
[1899] lula
[1608] não
[1019] verdade
[956] em
[753] maior
[691] eleição
[596] vídeo
[572] uma

Top Words in Tweet in G1:
[764] verdade
[713] fake
[712] news
[571] maior
[571] eleição
[390] taoquei1
[383] espalhar
[380] restaurando
[380] permitida
[380] forças

Top Words in Tweet in G2:
[444] fake
[436] news
[341] lula
[298] lulaoficial
[221] não
[186] bolsonaro
[180] vídeo
[174] cristianozaninm
[172] nesse
[171] advogado

Top Words in Tweet in G3:
[372] fake
[364] news
[51] não
[27] uma
[25] eu
[24] os
[23] em
[22] pra
[21] lula
[21] mais

Top Words in Tweet in G4:
[224] fake
[223] news
[142] totiorellanag
[134] oposición
[134] sigan
[133] impresionante
[133] luego
[133] desmentido
[133] claro
[133] contundente

Top Words in Tweet in G5:
[292] não
[244] lula
[229] silvionavarro
[227] vai
[226] imprensa
[225] preparem
[225] próximos
[225] 15
[225] dias
[225] consórcio

Top Words in Tweet in G6:
[287] fake
[287] news
[240] não
[198] lula
[169] uma
[164] mais
[163] carmelonetobr
[163] ele
[162] mentira
[162] farmácia

Top Words in Tweet in G7:
[260] news
[227] zubair
[225] askanshul
[225] alt
[225] co
[225] founder
[225] mohammed
[221] claimed
[195] times
[194] york's

Top Words in Tweet in G8:
[243] fake
[243] news
[239] lula
[228] apoio
[223] aos
[222] divulgam
[222] suposto
[222] universal
[222] ao
[222] candidato

Top Words in Tweet in G9:
[210] fake
[210] news
[132] não
[115] deltanmd
[109] mentiras
[104] dia
[102] candidatura
[100] em
[100] vídeo
[96] minha

Top Words in Tweet in G10:
[127] fake
[127] news
[100] monicabergamo
[61] não
[32] em
[28] uma
[26] jornalismo
[24] milhões
[20] sem
[18] isso

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[6271] fake,news
[736] maior,fake
[442] dessa,eleição
[407] restaurando,verdade
[407] verdade,maior
[407] news,permitida
[407] permitida,forças
[407] forças,supremas
[407] supremas,dessa
[407] eleição,bora

Top Word Pairs in Tweet in G1:
[712] fake,news
[571] maior,fake
[380] restaurando,verdade
[380] verdade,maior
[380] news,permitida
[380] permitida,forças
[380] forças,supremas
[380] supremas,dessa
[380] dessa,eleição
[380] eleição,bora

Top Word Pairs in Tweet in G2:
[436] fake,news
[171] advogado,cristianozaninm
[171] cristianozaninm,explica
[171] explica,rapidamente
[171] rapidamente,nesse
[171] nesse,vídeo
[171] vídeo,lula
[171] lula,inocente
[171] inocente,depois
[171] depois,investigado

Top Word Pairs in Tweet in G3:
[333] fake,news
[12] uma,fake
[7] news,media
[5] maior,fake
[5] social,media
[4] essa,fake
[4] espalhar,fake
[4] espalhando,fake
[4] mais,fake
[4] news,fake

Top Word Pairs in Tweet in G4:
[223] fake,news
[133] impresionante,luego
[133] luego,desmentido
[133] desmentido,claro
[133] claro,contundente
[133] contundente,sectores
[133] sectores,oposición
[133] oposición,sigan
[133] sigan,replicando
[133] replicando,ahondando

Top Word Pairs in Tweet in G5:
[226] lula,não
[225] preparem,próximos
[225] próximos,15
[225] 15,dias
[225] dias,consórcio
[225] consórcio,imprensa
[225] imprensa,vai
[225] vai,tentar
[225] tentar,tudo
[225] tudo,eleger

Top Word Pairs in Tweet in G6:
[287] fake,news
[164] mais,uma
[163] uma,fake
[162] mentira,farmácia
[162] farmácia,popular
[162] popular,mais
[162] news,criada
[162] criada,pelo
[162] pelo,lula
[162] lula,ele

Top Word Pairs in Tweet in G7:
[225] alt,news
[225] news,co
[225] co,founder
[225] founder,mohammed
[225] mohammed,zubair
[218] askanshul,alt
[194] york's,times
[194] times,square
[193] zubair,falsely
[193] falsely,claimed

Top Word Pairs in Tweet in G8:
[243] fake,news
[222] aos,divulgam
[222] divulgam,fake
[222] news,suposto
[222] suposto,apoio
[222] apoio,universal
[222] universal,ao
[222] ao,candidato
[222] candidato,lula
[222] lula,tais

Top Word Pairs in Tweet in G9:
[210] fake,news
[96] em,fake
[95] minha,candidatura
[94] dia,atacam
[94] atacam,minha
[94] candidatura,mentiras
[94] mentiras,estou
[94] estou,elegível
[94] elegível,não
[94] não,acredite

Top Word Pairs in Tweet in G10:
[127] fake,news
[12] audiência,folha
[12] folha,29
[12] 29,milhões
[12] milhões,usuários
[12] usuários,em
[12] em,agosto
[12] agosto,170
[12] 170,milhões
[12] milhões,páginas

Top Replied-To
Top Replied-To in Entire Graph:
@monicabergamo
@lulaoficial
@thiagoresiste
@gleisi
@senadorhumberto
@taoquei1
@uolnoticias
@actbrigitte
@totiorellanag
@foxnews

Top Replied-To in G1:
@taoquei1
@flaviobolsonaro
@bolsonarosp
@leite_adm
@flammaro
@brazilfight
@yagosilva24
@deireystar
@elisa3119341
@radardamidia

Top Replied-To in G2:
@lulaoficial
@gleisi
@luizpatriota39
@ivanvalente
@psbnacional40
@gfiuza_oficial
@kimpaim
@requiaooficial
@naldofluminense
@guimaraes13pt

Top Replied-To in G3:

Top Replied-To in G4:
@totiorellanag
@pajarongutierre
@delosquesobran
@jou_kaiser

Top Replied-To in G5:
@jairbolsonaro
@silvionavarro
@oglobopolitica
@otarionista
@mfriasoficial
@flaviobolsonaro
@andreazzaeditor
@senadorhumberto
@miriamleitao
@zambelli2210

Top Replied-To in G6:
@cravopaulo
@roxmo
@felipeneto
@carmelonetobr
@sanica221
@nelsongomesfil2
@sergior49076581
@viniciusacioly2
@sigalib
@mrcos_rosa

Top Replied-To in G7:
@askanshul
@firstmukesh

Top Replied-To in G9:
@senadorhumberto
@brasil247
@revistaforum
@paulobetti3
@antonionetopdt
@almirgms
@guilhermeboulos
@dom_sabio
@deltanmd
@rosangelamorosp

Top Replied-To in G10:
@monicabergamo
@profpaulamarisa
@centraleleicoes
@jovempannews
@kimpaim
@realpfigueiredo
@soraiabrum
@raquelstasiaki
@twitterbrasil
@bigpatriotbr

Top Mentioned
Top Mentioned in Entire Graph:
@taoquei1
@lulaoficial
@silvionavarro
@igrejauniversal
@askanshul
@flaviobolsonaro
@carmelonetobr
@cristianozaninm
@totiorellanag
@psbnacional40

Top Mentioned in G1:
@taoquei1
@flaviobolsonaro
@terrabrasilnot
@brazilfight
@bolsonarosp
@pastormalafaia
@silvionavarro
@gisaieira
@carmelonetobr
@juniorepa

Top Mentioned in G2:
@lulaoficial
@cristianozaninm
@psbnacional40
@verdadenarede
@ivanvalente
@tsejusbr
@cactosemacao
@ricardostuckert
@stf_oficial
@geraldoalckmin

Top Mentioned in G3:
@ngoc_minh24
@menavodian
@miguelfriasreca
@kit_mohr
@annie_icegirl
@sandubadear
@markybadger
@revamppixie

Top Mentioned in G4:
@totiorellanag
@elpenquista22
@mega
@t13
@2epinforma
@csancheznieto
@checomustdie
@omaramesti
@delosquesobran
@crovanos

Top Mentioned in G5:
@silvionavarro
@jairbolsonaro
@monicamerdamo50
@colunach
@mitags
@viniciuscfp82
@dalcolgiovane
@nilvanferreira
@taoquei1
@carloss08594935

Top Mentioned in G6:
@carmelonetobr
@brom_elisa
@sigalib
@roxmo
@silvionavarro
@taoquei1
@edraposo_
@cravopaulo
@terrabrasilnot
@gleisi

Top Mentioned in G7:
@askanshul
@vijaygajera
@abhishbanerj
@arvindkejriwal
@amarujalanews
@bjp4india
@kanchangupta
@bhagwantmann
@aishwaryakirai

Top Mentioned in G8:
@igrejauniversal
@carmelonetobr
@sigagazetabr
@taoquei1
@silvionavarro
@terrabrasilnot
@colunach
@brom_elisa
@flaviobolsonaro

Top Mentioned in G9:
@deltanmd
@brasil247
@revistaforum
@cynaramenezes
@kimkataguiri
@augustodefranco
@renato_rovai
@lulaoficial
@4fd558a7be4d4aa
@guilhermeboulos

Top Mentioned in G10:
@monicabergamo
@clauwild1
@kimpaim
@realpfigueiredo
@jovempannews
@centraleleicoes
@bolsonarosp
@igrejauniversal
@amandamoraes500
@magdamendonca2

Top Tweeters
Top Tweeters in Entire Graph:
@zazoomblog
@pinkyfaye
@odio_nao
@telesurtv
@insdatainter
@diraholanda
@sinembargomx
@dondekojo
@armm2015
@indiatoday

Top Tweeters in G1:
@gisaieira
@pauloap
@lnickele
@idnahon
@celsofranco
@csluz22
@lsfortes
@drancosta
@wegdonp
@hbrumjunior

Top Tweeters in G2:
@liamabat
@warley_lopes
@silmarq
@comtesset
@heldeni3rios
@macsanto787
@marciav2015
@perukakatia
@alsondel23_
@gaylulista13

Top Tweeters in G3:
@zazoomblog
@lelebs_
@1jasliz
@wfmy
@msayomidele
@komonews
@skohayes
@bigbangnw
@tryinghard1234
@hassciencebot

Top Tweeters in G4:
@t13
@janecarvajal
@naid_28
@erojas46
@rod_naranjo
@lromer2016
@xparraa
@lalymuar52
@ebrielynca
@dolores09072598

Top Tweeters in G5:
@zfabrogmailcom
@almeidaalzira
@mitags
@alexrebelo75
@nibarga
@br_detodos200mi
@fabio_gongora
@suelypess
@rubensvaz
@e_tcastro

Top Tweeters in G6:
@elin3t4ty
@pedrossn01
@marbenje
@dfdguimaraes
@rijufedri
@edergsantos1
@roxmo
@celoreis10
@leonormoraes
@nah_sabba

Top Tweeters in G7:
@monty_chadha
@vikas1689
@ndsolanki
@amarujalanews
@being_pagan
@prabhupp01
@mallubang77
@aackthu
@hariaiyer
@bjp4india

Top Tweeters in G8:
@mtcosmo1
@servio_bb
@cynthia_siqq2
@ercio_santoss
@lugamoradecor
@milenga
@sandraluciagon8
@antiidiotautil
@liacbs
@carmelindasi

Top Tweeters in G9:
@cynaramenezes
@brasil247
@jacas34
@sergioluiz_se
@ricmais_
@zeferinojanio
@angela40638513
@itadck
@driyka99
@flasempre_

Top Tweeters in G10:
@odio_nao
@jovempannews
@hudsonrpd
@kelner_eduardo
@marinet83294755
@amandamoraes500
@paulacarvalho
@dago_willer
@zitolosada
@ds48223680