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fake news_2023-03-12_19-00-00.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
March 13, 2023
Short Description:
fake news via NodeXL https://bit.ly/3ZHtt4u
@elonmusk
@kennethy69
@nirusha69748309
@cnn
@odilaros21
@tuckercarlson
@baixadordevideo
@truth8prevails
@speakerpelosi
@jakelyneloiola_

Top hashtags:
#bbb23
#covid19
#lockdownfiles
#capitol
#wuhan
#prensacómplice

Description:
Description
The graph represents a network of 8,236 Twitter users whose recent tweets contained "fake news", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 3/12/2023 5:00:36 PM. The network was obtained from Twitter on Monday, 13 March 2023 at 02:06 UTC.

The tweets in the network were tweeted over the 1511-day, 6-hour, 46-minute period from Monday, 21 January 2019 at 17:14 UTC to Monday, 13 March 2023 at 00:00 UTC.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.

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 : 8236
Unique Edges : 4920
Edges With Duplicates : 11786
Total Edges : 16706
Number of Edge Types : 9
Quote : 305
Tweet : 1278
Retweet : 2399
MentionsInRetweet : 3102
MentionsInReplyTo : 5952
Replies to : 2984
MentionsInQuote : 187
Mentions : 457
MentionsInQuoteReply : 42
Self-Loops : 1532
Reciprocated Vertex Pair Ratio : 0.0464428002276608
Reciprocated Edge Ratio : 0.0887631893832264
Connected Components : 1684
Single-Vertex Connected Components : 251
Maximum Vertices in a Connected Component : 993
Maximum Edges in a Connected Component : 2587
Maximum Geodesic Distance (Diameter) : 21
Average Geodesic Distance : 7.029634
Graph Density : 0.000135543070200193
Modularity : 0.559402
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 8,236 Twitter users whose recent tweets contained "fake news", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 3/12/2023 5:00:36 PM. The network was obtained from Twitter on Monday, 13 March 2023 at 02:06 UTC.

The tweets in the network were tweeted over the 1511-day, 6-hour, 46-minute period from Monday, 21 January 2019 at 17:14 UTC to Monday, 13 March 2023 at 00:00 UTC.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.

Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch2
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:
[64] https://twitter.com/USI84ID/status/1634907833232920579/video/1
[30] https://news.abs-cbn.com/news/03/12/23/marcos-to-launch-digital-literacy-campaign-vs-fake-news
[29] https://www.spreaker.com/user/2598327/chad-zumock-fake-drama-fox-news-brainwas
[24] https://www.tiktok.com/@sem.fake.news.2023/video/7208196502504639750?_t=8aapcbSZ63h&_r=1
[19] https://www.telegraph.co.uk/news/2018/11/23/fraudsters-ran-fake-visa-scamand-stole-13m-hmrc-sentenced-31/
[15] https://twitter.com/fawadchaudhry/status/1634958046987456512
[15] https://gigazine.net/news/20230312-samsung-space-zoom-moon-shots-fake/
[14] https://trendingpoliticsnews.com/kjp-fox-news-knab/?utm_source=proude&utm_medium=twitter
[13] https://twitter.com/AtlRey/status/1634569727304499203/photo/1
[13] https://twitter.com/buddy_dek/status/1635030023672418305/photo/1

Top URLs in Tweet in G1:
[15] https://twitter.com/fawadchaudhry/status/1634958046987456512
[2] https://twitter.com/KhurramBhatti01/status/1635041355931226112/photo/1
[2] https://twitter.com/keitholbermann/status/1634580629500174337
[2] https://twitter.com/p4pakipower/status/1635032106148691972
[2] https://twitter.com/FarrukhZ107/status/1635037392137777152/photo/1
[1] https://twitter.com/zartajgulwazir/status/1634984650518171648
[1] https://twitter.com/zartajgulwazir/status/1634984650518171648/photo/1
[1] https://twitter.com/i/web/status/1635031612424421376
[1] https://twitter.com/ARYSabirShakir/status/1635015844869869569/photo/1
[1] https://twitter.com/i/web/status/1634999639651827713

Top URLs in Tweet in G2:
[4] https://gigazine.net/news/20230312-samsung-space-zoom-moon-shots-fake/
[4] https://twitter.com/DrgKyra/status/1635068205973786625/photo/1
[4] https://twitter.com/PrisonReform15/status/1635051130073001985/photo/1
[4] https://twitter.com/lidolmix/status/1634760157245882368/photo/1
[3] https://twitter.com/adrianobombeiro/status/1635068151460425728/photo/1
[3] https://www.independent.co.uk/news/uk/politics/brexit-trade-deals-australia-new-zealand-b1959478.html
[2] https://twitter.com/SpottedUfrj/status/1634968314756874241
[2] https://contrapunto.com/nacional/gobierno/venezuela-e-iran-trabajan-en-una-agenda-comun-para-combatir-fake-news/
[2] https://www.correiobraziliense.com.br/politica/2022/10/5045422-tse-proibe-fake-news-que-associam-lula-a-ditadura-da-nicaragua.html
[2] https://twitter.com/jspring06/status/1635053895180488704/photo/1

Top URLs in Tweet in G3:
[2] https://myvideohunter.com/?u=robinsontec01
[2] https://myvideohunter.com/?u=euDon__
[2] https://myvideohunter.com/?u=PedroHe31601374
[2] https://myvideohunter.com/?u=limeetal
[2] https://myvideohunter.com/?u=PetrucioAntoni3
[2] https://myvideohunter.com/?u=Lwwtss
[2] https://myvideohunter.com/?u=oreboleition
[2] https://twitter.com/Vessoni/status/1635028658665709570/photo/1
[1] https://myvideohunter.com/?u=drmarciobr
[1] https://myvideohunter.com/?u=mariiyuuul

Top URLs in Tweet in G4:
[4] https://twitter.com/itdocshoes/status/1635027449103908864
[3] https://twitter.com/itdocshoes/status/1635027449103908864/video/1
[3] https://twitter.com/jusstuitta/status/1635036245830307840
[2] https://twitter.com/amariadbairro/status/1635051992526778368/video/1
[2] https://twitter.com/ElyMonteiro12/status/1635043261931999233/video/1
[2] https://twitter.com/eitarickcamargo/status/1635052663682498560
[2] https://twitter.com/reservadavic/status/1634416128960200704/video/1
[2] https://twitter.com/comentaagabii_/status/1635054250278686720
[2] https://twitter.com/chami1ne/status/1635046806441820161
[2] https://twitter.com/i/status/1634416128960200704/video/1

Top URLs in Tweet in G5:
[7] https://twitter.com/ChristisGod1111/status/1634955765508370432/photo/1
[2] https://twitter.com/SandraSBreen/status/1634982211827953665/photo/1
[1] https://twitter.com/MtnMama406/status/1634999398135648257/photo/1
[1] https://twitter.com/CNN/status/1634931010273148928/video/1
[1] https://trib.al/784WpkH
[1] https://trib.al/02plW1t
[1] https://www.mediaite.com/tv/bombshell-fox-news-is-completely-ignoring-tucker-carlsons-jan-6-tapes/
[1] https://realnewsnow.com/silicon-valley-bank-goes-broke-after-lgbtq-activism/
[1] https://trib.al/1d5Adqn
[1] https://trib.al/EyF3STV

Top URLs in Tweet in G6:
[3] https://twitter.com/zaynsquadbrasil/status/1635040066455363584
[2] https://twitter.com/ZaynSquadBrasil/status/1635040066455363584/photo/1
[1] https://twitter.com/ZaynSquadBrasil/status/1635040066455363584
[1] https://twitter.com/zaynnewsbra/status/1635039288147742721
[1] https://twitter.com/ZaynNewsBRA/status/1635039288147742721/photo/1

Top URLs in Tweet in G7:
[4] https://twitter.com/zoo_bear/status/1634859183320469504/photo/1
[4] https://twitter.com/AskAnshul/status/1634160870862508032/photo/1
[2] https://twitter.com/zoo_bear/status/1634889158970966016/photo/1
[2] https://twitter.com/thehawkeyex/status/1634534164555808768?s=20
[2] https://twitter.com/himachalkesari/status/1634210265007833088
[2] https://twitter.com/AskAnshul/status/1634131492807880705/photo/1
[2] https://twitter.com/bihar_police/status/1634842163468210176
[1] https://twitter.com/zoo_bear/status/1634474344935231488/video/1
[1] https://twitter.com/zoo_bear/status/1634906588006998017/photo/1
[1] https://web.archive.org/web/20230312094146/https://twitter.com/OpIndia_in/status/1634814701946167297

Top URLs in Tweet in G8:
[24] https://www.tiktok.com/@sem.fake.news.2023/video/7208196502504639750?_t=8aapcbSZ63h&_r=1
[8] https://atrombetanews.com.br/2023/03/11/xuxa-ignora-dados-reais-e-comete-fake-news-contra-bolsonaro-veja-o-video/
[3] https://twitter.com/BrasilPost13/status/1634710847141339137/photo/1
[2] https://twitter.com/livrepatriabr/status/1635038973012873216/photo/1
[2] https://twitter.com/marcos_spbr/status/1634556209075290114/video/1
[1] https://twitter.com/thiagoresiste/status/1634552374252404738
[1] https://www.cnnbrasil.com.br/politica/lula-e-alexandre-de-moraes-devem-enviar-sugestoes-para-pl-das-fake-news/?dc_data=4169177_samsung-carnival-br
[1] https://www.cnnbrasil.com.br/politica/lula-e-alexandre-de-moraes-devem-enviar-sugestoes-para-pl-das-fake-news/?utm_source=social&utm_medium=twitter-feed&utm_campaign=politica-cnn-brasil&utm_content=link
[1] https://twitter.com/CNNBrasil/status/1634992463487152129/video/1
[1] https://www.cnnbrasil.com.br/politica/sou-favoravel-a-cpi-para-investigar-joias-enviadas-a-bolsonaro-diz-omar-aziz/

Top URLs in Tweet in G9:
[8] https://twitter.com/A_MelhorNoticia/status/1634616264965365761/photo/1
[2] https://twitter.com/folha/status/1634333320216559617
[2] https://twitter.com/A_MelhorNoticia/status/1635002281203765248/photo/1
[2] https://twitter.com/ErikakHilton/status/1634508994713624576/photo/1
[1] https://www.gazetadopovo.com.br/ideias/7-vezes-em-que-ditaduras-alegaram-combater-fake-news-e-discurso-de-odio-apenas-para-calar-criticos/
[1] https://twitter.com/GuilhermeBoulos/status/1634905520845848577/photo/1
[1] https://twitter.com/guimaraes13PT/status/1634968230023544833
[1] https://twitter.com/guimaraes13PT/status/1634987917109256192/photo/1
[1] https://twitter.com/guimaraes13PT/status/1634968230023544833/video/1
[1] https://twitter.com/guimaraes13PT/status/1634525464508133381/video/1

Top URLs in Tweet in G10:
[4] https://twitter.com/Jacek_Tarnowski/status/1634967780461277184/photo/1
[1] https://www.foxnews.com/media/dr-fauci-claims-coronavirus-lab-leak-could-still-be-considered-natural-occurrence
[1] https://twitter.com/meidastouch/status/1634777100350783489
[1] https://twitter.com/MeidasTouch/status/1634777100350783489/video/1
[1] https://twitter.com/MeidasTouch/status/1635030009743278080/photo/1
[1] https://twitter.com/MeidasTouch/status/1635030009743278080
[1] https://www.youtube.com/watch?v=uGVJgknRMHw&feature=youtu.be

[1] https://twitter.com/MIHouseDems/status/1634730113806880768/video/1
[1] https://twitter.com/RNerd101/status/1635005477057855488/photo/1
[1] http://tribel.app.link/okwPIHYCIqb

Top Domains
Top Domains in Tweet in Entire Graph:
[1877] twitter.com
[104] myvideohunter.com
[69] com.br
[62] co.uk
[39] youtube.com
[32] abs-cbn.com
[30] tiktok.com
[30] spreaker.com
[20] trib.al
[19] trendingpoliticsnews.com

Top Domains in Tweet in G1:
[63] twitter.com
[1] omny.fm
[1] news.ky
[1] scribd.com

Top Domains in Tweet in G2:
[95] twitter.com
[10] co.uk
[6] tiktok.com
[6] com.br
[4] gigazine.net
[4] wikipedia.org
[3] msn.com
[3] youtube.com
[2] bahia.ba
[2] americanthinker.com

Top Domains in Tweet in G3:
[104] myvideohunter.com
[11] twitter.com

Top Domains in Tweet in G4:
[56] twitter.com

Top Domains in Tweet in G5:
[43] twitter.com
[15] trib.al
[7] msnbc.com
[2] newsmax.com
[1] mediaite.com
[1] realnewsnow.com
[1] breitbart.com
[1] theguardian.com
[1] washingtonpost.com
[1] thehill.com

Top Domains in Tweet in G6:
[8] twitter.com

Top Domains in Tweet in G7:
[31] twitter.com
[1] archive.org
[1] opindia.com

Top Domains in Tweet in G8:
[32] twitter.com
[24] tiktok.com
[17] com.br
[1] terrabrasilnoticias.com
[1] globo.com

Top Domains in Tweet in G9:
[27] twitter.com
[3] com.br
[2] globo.com
[1] youtube.com
[1] foranikolas.com

Top Domains in Tweet in G10:
[10] twitter.com
[1] foxnews.com
[1] youtube.com
[1] app.link

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[42] bbb23
[18] covid19
[15] lockdownfiles
[15] capitol
[15] wuhan
[13] prensacómplice
[13] nordstream
[12] efuels
[12] fakenewstweet
[12] newyorktimes



Top Hashtags in Tweet in G1:
[1] مریم_گھڑی_چور
[1] توشہ_خانہ
[1] عدلیہ_کو_عمران_سے_بچاؤ
[1] chorni_maryam_nawaz_

Top Hashtags in Tweet in G2:
[6] tiktok
[4] bbb23
[3] breaking
[2] ukraine
[2] internationalleaks
[2] usa
[2] russia
[2] nato
[2] socialquestions
[2] fakenewsalert

Top Hashtags in Tweet in G4:
[31] bbb23
[2] forasachato
[1] teamamanda
[1] teamsapato
[1] rankingdiario
[1] forasapatochato
[1] sapatomerecerespeito

Top Hashtags in Tweet in G5:
[1] sad
[1] freejacobchansley
[1] ccp
[1] svbcollapse
[1] gowokegobroke
[1] antifa
[1] stopblackhate
[1] arrestfauci

Top Hashtags in Tweet in G7:
[1] biharpolice
[1] embraceequity
[1] womenhistorymonth

Top Hashtags in Tweet in G8:
[1] cnnbrasil
[1] cnnbrasil360
[1] fantástico
[1] oscars
[1] luladraodesgracaedestruicao
[1] humor

Top Hashtags in Tweet in G9:
[2] g1
[1] lulamulherescomdireitos

Top Hashtags in Tweet in G10:
[2] oscars
[2] milanavayntrub
[1] woody
[1] nba
[1] pretrib
[1] rapture
[1] greatdiscovery
[1] flash
[1] endgunviolence
[1] svbcollapse

Top Words
Top Words in Tweet in Entire Graph:
[4911] fake
[4713] news
[781] não
[362] tem
[346] em
[288] os
[273] people
[273] uma
[267] media
[251] fa

Top Words in Tweet in G1:
[259] news
[259] fake
[132] toshakhana
[127] airing
[121] maryam
[121] watch
[120] receiving
[120] raises
[120] concerns
[120] serious

Top Words in Tweet in G2:
[258] news
[256] fake
[24] não
[16] more
[15] pra
[15] eu
[15] em
[13] ele
[11] world
[11] time

Top Words in Tweet in G3:
[120] fake
[120] news
[109] mas
[109] não
[106] aí
[104] compartilhar
[104] segue
[104] verifica
[104] antes
[104] link

Top Words in Tweet in G4:
[245] não
[229] tem
[209] zombando
[206] ninguém
[200] news
[199] fake
[150] sapato
[147] vídeo
[123] completo
[116] ele

Top Words in Tweet in G5:
[112] news
[102] fake
[33] cnn
[23] msnbc
[21] more
[19] abc
[17] foxnews
[17] trump
[14] tuckercarlson
[14] donaldjtrumpjr

Top Words in Tweet in G6:
[146] fake
[146] news
[141] os
[139] zaynsquadbrasil
[133] zayn
[131] são
[131] shows
[131] nicola
[131] notícias
[130] agente

Top Words in Tweet in G7:
[124] ह
[101] क
[98] fake
[97] news
[70] र
[68] ल
[66] holi
[63] म
[57] द
[50] thehawkeyex

Top Words in Tweet in G8:
[55] fake
[55] news
[43] não
[39] thiagoresiste
[34] em
[21] bolsonaro
[21] canalha
[20] procuradora
[19] virei
[19] chamar

Top Words in Tweet in G9:
[70] não
[70] uma
[57] lulaoficial
[52] são
[51] transposição
[51] hoje
[50] francisco
[50] obra
[50] agora
[50] fizemos

Top Words in Tweet in G10:
[28] fake
[24] news
[10] repswalwell
[8] meidastouch
[7] trump
[5] people
[5] xflbattlehawks
[4] mintmilana
[4] usfl
[4] more

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[4333] fake,news
[204] ninguém,zombando
[139] não,tem
[135] spreading,fake
[132] maryam,nawaz
[131] nicola,carson
[130] acordo,nicola
[130] nova,agente
[130] notícias,os
[130] zayn,zenkai

Top Word Pairs in Tweet in G1:
[230] fake,news
[120] toshakhana,raises
[120] airing,fake
[120] serious,concerns
[120] raises,serious
[120] watch,toshakhana
[120] receiving,watch
[119] maryam,nawaz
[110] nawaz,receiving
[109] news,ms

Top Word Pairs in Tweet in G2:
[218] fake,news
[6] news,#tiktok
[6] em,fake
[6] confira,vídeo
[6] vídeo,sem
[6] sem,fake
[5] aiによる偽造,という指摘
[5] スペースズーム,で撮影した月の写真は
[5] galaxyのカメラの100倍ズーム機能,スペースズーム
[5] で撮影した月の写真は,aiによる偽造

Top Word Pairs in Tweet in G3:
[120] fake,news
[104] mas,compartilhar
[104] antes,não
[104] não,fake
[104] verifica,antes
[104] segue,link
[104] link,mas
[104] compartilhar,verifica
[6] corinthians,baixadordevideo
[6] snaihtniroccccc,baixadordevideo

Top Word Pairs in Tweet in G4:
[202] ninguém,zombando
[199] fake,news
[121] vídeo,completo
[105] completo,não
[105] não,tem
[104] news,vídeo
[103] ele,tem
[102] amariadbairro,fake
[102] sapato,ninguém
[102] zombando,sapato

Top Word Pairs in Tweet in G5:
[98] fake,news
[9] news,media
[7] media,abc
[7] nbc,cbs
[7] many,more
[7] blinded,fake
[7] cbs,msnbc
[7] msnbc,cnn
[7] cnn,very
[7] very,many

Top Word Pairs in Tweet in G6:
[146] fake,news
[130] carson,nova
[130] nova,agente
[130] os,shows
[130] zayn,zenkai
[130] agente,zayn
[130] nicola,carson
[130] acordo,nicola
[130] zenkai,management
[130] news,acordo

Top Word Pairs in Tweet in G7:
[95] fake,news
[58] र,क
[33] ब,ह
[31] ह,र
[30] स,भ
[30] त,ह
[30] propaganda,website
[29] क,फ
[29] ल,म
[29] ज,ल

Top Word Pairs in Tweet in G8:
[55] fake,news
[20] thiagoresiste,não
[19] campinas,thiagoresiste
[19] em,campinas
[19] chamar,típico
[19] virei,procuradora
[19] procuradora,arrumaram
[19] eis,virei
[19] não,chamar
[19] arrumaram,marido

Top Word Pairs in Tweet in G9:
[50] são,francisco
[49] não,hoje
[49] francisco,uma
[49] transposição,rio
[49] hoje,usam
[49] fizemos,88
[49] obra,fizemos
[49] rio,são
[49] lulaoficial,não
[49] mentiras,agora

Top Word Pairs in Tweet in G10:
[23] fake,news
[4] paulyballgame,repswalwell
[3] hellopasternak,lindsayames
[3] lindsayames,kurt13warner
[3] scotthutcheson4,repswalwell
[3] xfl2023,milanafanclub
[3] xflbattlehawks,xfl2023
[3] regulations,prevented
[3] hyvee,gazettedotcom
[3] meidastouch,fake

Top Replied-To
Top Replied-To in Entire Graph:
@nexta_tv
@ctvnews
@visegrad24
@bolsonarosp
@thiagoresiste
@revistaoeste
@caradesapatojr
@ishabakshi04
@birdog456
@inckarnataka

Top Replied-To in G1:
@maryamnsharif
@elonmusk
@twitter
@evavlaar
@imranriazkhan
@arysabirshakir
@hinaparvezbutt
@saniaaashiq
@keitholbermann
@cb_doge

Top Replied-To in G3:
@_sccpnews
@hadokenexx
@snaihtniroccccc
@syydy0
@robinsontec01
@eudon__
@pedrohe31601374
@nogueira_andrei
@limeetal
@petrucioantoni3

Top Replied-To in G4:
@caradesapatojr
@gescomenta
@centralreality
@eitarickcamargo
@itdocshoes
@draameirelles
@diegoschueng
@amariadbairro
@paoladeboche
@brunagriphaoo

Top Replied-To in G5:
@msnbc
@cnn
@donaldjtrumpjr
@foxnews
@tuckercarlson
@npr
@newsmax
@thereidout
@whitehouse
@sruhle

Top Replied-To in G6:
@zaynsquadbrasil
@veautifooldays

Top Replied-To in G7:
@zoo_bear
@thehawkeyex
@usandindia
@himachalkesari
@bihar_police

Top Replied-To in G8:
@thiagoresiste
@brasilpost13
@cnnbrasil
@jakelyneloiola_
@senadorhumberto
@flaviodino
@uolnoticias
@mspbra
@o_antagonista
@diegocfguima

Top Replied-To in G9:
@alice_inland13
@guimaraes13pt
@lulaoficial
@thiagoresiste
@paulomartins10
@guilhermeboulos
@leticiland61
@mariabessem
@g1
@folha

Top Replied-To in G10:
@meidastouch
@horribleseer
@xflbattlehawks
@elonmusk
@cynthiadberger1
@shouse82
@baconphoenix61
@west_whitaker
@boltzti
@firepeye

Top Mentioned
Top Mentioned in Entire Graph:
@zaynsquadbrasil
@amariadbairro
@baixadordevideo
@atifrauf79
@visegrad24
@maryamnsharif
@lulaoficial
@hoje_no
@twitter
@thehawkeyex

Top Mentioned in G1:
@atifrauf79
@maryamnsharif
@twitter
@fawadchaudhry
@verified
@elonmusk
@thesaadkaiser
@bilalrixwan1
@cybercrimefia
@khurrambhatti01

Top Mentioned in G2:
@allentien
@valtercota1
@truetruthtoday
@pidomnigeria
@tobyofogun
@hackersnews247
@piobsessed

Top Mentioned in G3:
@baixadordevideo
@baixaessaporra
@corinthians
@tntsportsbr
@vessoni
@benjaminback
@snaihtniroccccc
@baixadordevide0
@futebol_info
@venecasagrande

Top Mentioned in G4:
@amariadbairro
@eitarickcamargo
@centralreality
@bbb
@brunagriphaoo
@natcoment
@boninho
@caradesapatojr
@kccpoder
@kah_lavi

Top Mentioned in G5:
@cnn
@abc
@msnbc
@foxnews
@tuckercarlson
@mike_pence
@donaldjtrumpjr
@nbc
@cbs
@christisgod1111

Top Mentioned in G6:
@zaynsquadbrasil

Top Mentioned in G7:
@thehawkeyex
@zoo_bear
@himachalkesari
@askanshul
@wasimakramtyagi
@mrsinha_
@delhipolice
@kishangnjpolice
@usandindia
@_sayema

Top Mentioned in G8:
@thiagoresiste
@danijanene1
@atrombeta3
@mspbra
@butantanoficial
@estadao
@estadaopolitica
@flaviodino
@gustavouribe
@vendettaforv5

Top Mentioned in G9:
@lulaoficial
@g1
@a_melhornoticia
@2_will
@guilhermeboulos
@sbtjornalismo
@alvarodias_
@apenasfabiana
@prsamuelferreir
@alice_inland13

Top Mentioned in G10:
@repswalwell
@paulyballgame
@malavemark
@nowasabinospice
@scotthutcheson4
@xflbattlehawks
@xfl2023
@milanafanclub
@mintmilana
@hellopasternak

Top Tweeters
Top Tweeters in Entire Graph:
@getvideobot
@contrapuntovzla
@souljahsingh
@odio_nao
@railwayseva
@blazedrts
@baixaessaporra
@baixadordevideo
@juners
@httweets

Top Tweeters in G1:
@sabirtanoli786
@dajmahm
@hashim96m
@tariqkatel
@gm_uaegm
@ssaleem08
@abcnews
@bintanveer4387
@p4pakipower
@92newschannel

Top Tweeters in G2:
@contrapuntovzla
@allentien
@foxfuse
@emotions_bot
@soriano310ms
@diariara
@lanacionweb
@k0bakatsu
@marypgkeating
@hassciencebot

Top Tweeters in G3:
@getvideobot
@baixaessaporra
@baixadordevideo
@tozzafla
@tntsportsbr
@geglobo
@bforesunst
@benjaminback
@winnttaebear
@futebol_info

Top Tweeters in G4:
@marialu18985296
@valerialeal1969
@suelivitoria
@fcbreche
@fatimaslopes
@tvglobo
@ttuittacamzz
@bethcharizard
@urreacoments
@dyginger

Top Tweeters in G5:
@thetoyman1
@foxnews
@radiofreetom
@abc
@skb_sara
@cnn
@nbcnews
@msnbc
@carrionsoul
@chuerta1

Top Tweeters in G6:
@caca_minhademi
@miastylex
@catchformemalik
@tayzquad1d
@wishesuga
@itsmenandaa1
@lovekellsxx
@hesfearies
@mydrugishs
@marciad00907568

Top Tweeters in G7:
@gurujeegayabh
@samwit_wicky
@abgupta1508
@wintur78
@xsicular
@c0smich0riz0n
@mib_india
@shail25882954
@spj1810
@flyingasteroid8

Top Tweeters in G8:
@estadao
@jornaloglobo
@miltonneves
@variety
@veja
@confiante3
@o_antagonista
@roxmo
@elianereal3
@cnnbrasil

Top Tweeters in G9:
@odio_nao
@g1
@folha
@alsondel23_
@jotacorreria
@mjuniorx
@msoiv
@alvarodias_
@soyrach
@dokbr

Top Tweeters in G10:
@people
@lilitica
@att
@akilahobviously
@dmregister
@everproactive
@rnerd101
@kennethy69
@gazettedotcom
@aaron_torres