fake news, Twitter, 12/2/2019 11:08:40 AM, 217838


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fake news_2019-12-01_23-42-04.xlsx
fake news_2019-12-01_23-42-04.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
December 02, 2019
Short Description:
fake news via NodeXL http://bit.ly/2OJnZUV
@realdonaldtrump
@waynedupreeshow
@conservatives
@holly4hullnorth
@mhheimdall
@donaldjtrumpjr
@jessicagkwong
@sirhublife
@reneecarrollaz
@peterstefanovi2

Top hashtags:
#boycottindiandawn
#محبت_مافیا
#fakenews
#dumpdrudge

Description:
Description
The graph represents a network of 6,580 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, 02 December 2019 at 07:43 UTC.

The requested start date was Monday, 02 December 2019 at 01:01 UTC and the maximum number of tweets (going backward in time) was 5,000.

The tweets in the network were tweeted over the 2-day, 0-hour, 19-minute period from Friday, 29 November 2019 at 13:26 UTC to Sunday, 01 December 2019 at 13:46 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 : 6580
Unique Edges : 7703
Edges With Duplicates : 470
Total Edges : 8173
Number of Edge Types : 3
Mentions : 6263
Tweet : 985
Replies to : 925
Self-Loops : 985
Reciprocated Vertex Pair Ratio : 0.0031586503948313
Reciprocated Edge Ratio : 0.0062974094747388
Connected Components : 1279
Single-Vertex Connected Components : 383
Maximum Vertices in a Connected Component : 2346
Maximum Edges in a Connected Component : 3437
Maximum Geodesic Distance (Diameter) : 21
Average Geodesic Distance : 6.594689
Graph Density : 0.000161400532503947
Modularity : 0.855789
NodeXL Version : 1.0.1.421
Data Import : The graph represents a network of 6,580 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, 02 December 2019 at 07:43 UTC.

The requested start date was Monday, 02 December 2019 at 01:01 UTC and the maximum number of tweets (going backward in time) was 5,000.

The tweets in the network were tweeted over the 2-day, 0-hour, 19-minute period from Friday, 29 November 2019 at 13:26 UTC to Sunday, 01 December 2019 at 13:46 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:
[116] https://www.independent.co.uk/news/uk/politics/tory-general-election-advert-ban-google-fake-news-manifesto-labour-a9223846.html
[47] https://www.independent.co.uk/news/uk/politics/tory-general-election-advert-ban-google-fake-news-manifesto-labour-a9223846.html?utm_term=Autofeed&utm_medium=Social&utm_source=Twitter#Echobox=1575164673
[32] https://www.freep.com/story/news/local/michigan/2019/11/27/ice-arrested-250-foreign-students-fake-university-metro-detroit/4277686002/
[28] https://www.thecanary.co/uk/analysis/2019/12/01/thats-it-google-is-done-with-the-tories-fake-news-campaign/
[23] https://www.thecanary.co/trending/2019/11/30/anti-corbyn-fake-news-has-just-hit-a-new-low-and-its-likely-to-get-far-worse/
[18] https://www.nytimes.com/interactive/2019/11/30/opinion/editorials/fake-news.html
[17] https://www.waynedupree.com/drudge-black-friday-trump-economy/
[17] https://www.waynedupree.com/richard-jewell-clint-eastwood-fake-news/
[15] https://bluecollarblueshirts.com/113019/
[13] https://www.nytimes.com/interactive/2019/11/30/opinion/editorials/fake-news.html?smid=nytcore-ios-share

Top URLs in Tweet in G1:
[5] https://twitter.com/TomthunkitsMind/status/1201110766348390400?s=20
[2] https://twitter.com/realDonaldTrump/status/1177669563477118976
[2] http://jwatch.us/sMfW7d
[1] https://twitter.com/MZHemingway/status/1147694118027612160
[1] https://www.thegatewaypundit.com/2019/11/despite-screaming-headlines-from-fake-news-media-black-friday-shopping-frenzy-breaks-all-records-tops-4-billion-for-first-time/
[1] https://www.washingtonexaminer.com/news/cruel-and-appalling-fake-university-ice-sting-started-under-obama
[1] https://www.waynedupree.com/drudge-black-friday-trump-economy/
[1] https://nyti.ms/37Ranyq
[1] https://twitter.com/comeonfriday/status/1200265476686807041
[1] https://medium.com/@ChangeTheLAUSD/bright-shiny-objects-trumps-real-art-is-diversion-a1a67aea1cae?source=friends_link&sk=6d0c8aff241ec09eb7e490dfc85cde96

Top URLs in Tweet in G2:
[20] https://www.independent.co.uk/news/uk/politics/tory-general-election-advert-ban-google-fake-news-manifesto-labour-a9223846.html
[11] https://www.nytimes.com/interactive/2019/11/30/opinion/editorials/fake-news.html
[4] https://www.washingtonexaminer.com/news/cruel-and-appalling-fake-university-ice-sting-started-under-obama
[2] https://www.enticconfio.gov.co/Ojo-con-las-Noticias-Falsas-o-Fake-News
[2] https://www.thegatewaypundit.com/2019/11/awful-fake-news-newsweek-slams-president-trump-for-golfing-tweeting-more-at-same-time-he-lands-in-afghanistan-to-visit-troops/
[2] https://twitter.com/jessicagkwong/status/1200208471599321089
[2] https://twitter.com/JessicaGKwong/status/1200208471599321089
[2] https://twitter.com/realDonaldTrump/status/1200224161576017921
[2] https://www.nytimes.com/interactive/2019/11/30/opinion/editorials/fake-news.html?smid=nytcore-ios-share
[2] https://www.forbes.com/sites/kalevleetaru/2019/07/07/a-reminder-that-fake-news-is-an-information-literacy-problem-not-a-technology-problem/

Top URLs in Tweet in G3:
[5] https://twitter.com/alx/status/1200175969262276608
[3] https://www.washingtonexaminer.com/news/cruel-and-appalling-fake-university-ice-sting-started-under-obama
[3] https://twitter.com/donaldjtrumpjr/status/1200189112952795139
[2] https://twitter.com/Imamofpeace/status/1200930297333682176
[2] https://twitter.com/realDonaldTrump/status/1200168067075981313?s=20
[2] https://twitter.com/markknoller/status/1199714808368631808
[2] https://conservativefighters.org/news/newsweek-fires-reporter-who-published-botched-story-bashing-president-trump-on-thanksgiving/
[2] https://www.thegatewaypundit.com/2019/11/awful-fake-news-newsweek-slams-president-trump-for-golfing-tweeting-more-at-same-time-he-lands-in-afghanistan-to-visit-troops/
[1] https://twitter.com/JessicaGKwong/status/1200208471599321089
[1] https://twitter.com/washingtonpost/status/1199734452672446464

Top URLs in Tweet in G4:
[1] http://tweetedtimes.com/#!/AnthonyEhrhardt
[1] https://twitter.com/sallydeal4/status/1200344131064610816?s=21
[1] https://twitter.com/sallydeal4/status/1200344131064610816

Top URLs in Tweet in G5:
[16] https://www.waynedupree.com/drudge-black-friday-trump-economy/
[12] https://www.waynedupree.com/richard-jewell-clint-eastwood-fake-news/
[1] https://www.waynedupree.com/richard-jewell-clint-eastwood-fake-news/?source=right-rail-trending
[1] https://www.nasa.gov/feature/goddard/nasa-study-mass-gains-of-antarctic-ice-sheet-greater-than-losses/
[1] https://www.washingtonexaminer.com/news/cruel-and-appalling-fake-university-ice-sting-started-under-obama
[1] https://www.theblaze.com/news/white-man-accused-of-attacking-muslim-driver-says-he-has-exculpatory-proof

Top URLs in Tweet in G6:
[4] https://www.freep.com/story/news/local/michigan/2019/11/27/ice-arrested-250-foreign-students-fake-university-metro-detroit/4277686002/
[2] https://www.newsweek.com/donald-trump-thanksgiving-mar-lago-troops-1222777
[1] https://www.lex18.com/news/world/bystanders-tackled-london-terror-attack-suspect-wielding-a-fire-extinguisher-and-a-narwhal-tusk
[1] https://www.waynedupree.com/richard-jewell-clint-eastwood-fake-news/?source=right-rail-trending
[1] https://twitter.com/BIZPACReview/status/1201126561237200901
[1] https://www.esquire.com/news-politics/politics/a30028616/ice-fake-university-scam-deport-immigrants/

Top URLs in Tweet in G7:
[1] https://www1.folha.uol.com.br/poder/2019/11/bolsonaro-amplia-ameaca-a-folha-e-diz-que-boicota-produtos-de-anunciantes-do-jornal.shtml
[1] https://twitter.com/jumuller45/status/1201102693160366080
[1] https://twitter.com/ptbrasil/status/1200848593197948928

Top URLs in Tweet in G8:
[19] https://www.independent.co.uk/news/uk/politics/tory-general-election-advert-ban-google-fake-news-manifesto-labour-a9223846.html
[18] https://www.thecanary.co/trending/2019/11/30/anti-corbyn-fake-news-has-just-hit-a-new-low-and-its-likely-to-get-far-worse/
[1] https://www.independent.co.uk/news/uk/politics/london-bridge-attack-jeremy-corbyn-twitter-hoax-fake-terror-shot-dead-a9226866.html
[1] https://www.thecanary.co/trending/2019/11/30/anti-corbyn-fake-news-has-just-hit-a-new-low-and-its-likely-to-get-far-worse/?__s=dqutwnz8mt2pukara7wz

Top URLs in Tweet in G9:
[12] https://twitter.com/ashoswai/status/1201041526182359040
[3] https://twitter.com/blackholesm/status/1201113511289663489
[1] https://twitter.com/kdastgirkhan/status/1200753112719527936
[1] https://twitter.com/hammad_azhar/status/1200771335212933123

Top URLs in Tweet in G10:
[8] https://revistaforum.com.br/politica/carluxo-teria-dado-sumico-em-computador-ao-virar-alvo-da-cpi-das-fake-news/
[3] https://theintercept.com/2019/11/19/fake-news-google-blogueiros-antipetistas/
[2] https://www.brasil247.com/regionais/sudeste/joice-hasselmann-promete-entregar-provas-contra-carlos-bolsonaro-na-cpi-das-fake-news#.XeNlpB2kVzs.twitter
[2] https://revistaforum.com.br/politica/joice-hasselmann-promete-apresentar-laudos-que-comprovariam-que-carluxo-comanda-rede-de-fake-news/
[1] https://www.brasil247.com/poder/ataques-a-democracia-e-fake-news-derrubam-aprovacao-de-jair-bolsonaro-para-apenas-25-aponta-pesquisa-do-el-pais#.XeO4CpS-byo.twitter
[1] https://www.brasil247.com/poder/ataques-a-democracia-e-fake-news-derrubam-aprovacao-de-jair-bolsonaro-para-apenas-25-aponta-pesquisa-do-el-pais#.XeNq74jahfE.twitter
[1] https://www.brasil247.com/poder/ataques-a-democracia-e-fake-news-derrubam-aprovacao-de-jair-bolsonaro-para-apenas-25-aponta-pesquisa-do-el-pais#.XeO-nkFu03Q.twitter
[1] https://www.brasil247.com/poder/ataques-a-democracia-e-fake-news-derrubam-aprovacao-de-jair-bolsonaro-para-apenas-25-aponta-pesquisa-do-el-pais#.XeOEJzr6RhM.twitter
[1] https://www.brasil247.com/poder/ataques-a-democracia-e-fake-news-derrubam-aprovacao-de-jair-bolsonaro-para-apenas-25-aponta-pesquisa-do-el-pais
[1] https://urbsmagna.com/2019/12/01/rejeicao-a-bolsonaro-dispara-e-aprovacao-e-de-apenas-25-apos-ataques-a-democracia-e-habituais-fake-news-publica-o-el-pais-fim-do-mandato-e-utopia/

Top Domains
Top Domains in Tweet in Entire Graph:
[340] twitter.com
[206] co.uk
[52] thecanary.co
[40] nytimes.com
[39] freep.com
[36] waynedupree.com
[26] youtube.com
[25] com.br
[20] washingtonexaminer.com
[18] thegatewaypundit.com

Top Domains in Tweet in G1:
[16] twitter.com
[2] jwatch.us
[1] thegatewaypundit.com
[1] washingtonexaminer.com
[1] waynedupree.com
[1] nyti.ms
[1] medium.com
[1] co.uk
[1] politico.com
[1] cnn.com

Top Domains in Tweet in G2:
[93] twitter.com
[31] co.uk
[14] nytimes.com
[9] com.br
[7] urbsmagna.com
[6] brasil247.com
[5] washingtonexaminer.com
[4] youtube.com
[4] yahoo.com
[4] bbc.com

Top Domains in Tweet in G3:
[21] twitter.com
[4] washingtonexaminer.com
[3] conservativefighters.org
[2] thegatewaypundit.com
[1] bit.ly
[1] redstatewatcher.com
[1] theepochtimes.com
[1] breitbart.com
[1] go.com

Top Domains in Tweet in G4:
[2] twitter.com
[1] tweetedtimes.com

Top Domains in Tweet in G5:
[29] waynedupree.com
[1] nasa.gov
[1] washingtonexaminer.com
[1] theblaze.com

Top Domains in Tweet in G6:
[4] freep.com
[2] newsweek.com
[1] lex18.com
[1] waynedupree.com
[1] twitter.com
[1] esquire.com

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

Top Domains in Tweet in G8:
[20] co.uk
[19] thecanary.co

Top Domains in Tweet in G9:
[17] twitter.com

Top Domains in Tweet in G10:
[12] com.br
[8] brasil247.com
[3] theintercept.com
[1] urbsmagna.com
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[189] boycottindiandawn
[39] محبت_مافیا
[39] fakenews
[17] dumpdrudge
[16] johnsontheliar
[14] trump2020
[14] nyr
[14] njdevils
[11] itworked
[10] tory



Top Hashtags in Tweet in G1:
[5] trump2020
[5] fakenews
[3] indict
[2] thanksgiving
[2] presidenttrump
[2] trump
[2] walkaway
[2] maga
[1] abolishobama
[1] afghanistan

Top Hashtags in Tweet in G2:
[5] fakenews
[3] facebook
[3] boycottindiandawn
[2] propaganda
[2] trump2020
[2] lesttiel
[2] news
[2] politics
[2] singapore
[2] foxnews

Top Hashtags in Tweet in G3:
[7] fakenews
[2] trump2020
[1] goodtimes
[1] journalismisdead
[1] cody45
[1] fakenewsmedia
[1] swampwhores
[1] potus
[1] trump
[1] grateful

Top Hashtags in Tweet in G4:
[1] nomofakenews
[1] fakepresident
[1] trumpcrimefamilyforprison
[1] trumpforprison2020

Top Hashtags in Tweet in G5:
[16] dumpdrudge
[1] trump2020
[1] kag
[1] wwg1wga

Top Hashtags in Tweet in G6:
[5] illegalaliens
[1] ice
[1] michigan
[1] trump2020

Top Hashtags in Tweet in G7:
[1] filhosdojanuario
[1] casodariomesser
[1] lavajato

Top Hashtags in Tweet in G8:
[3] gtto
[3] votetactically
[2] ge2019
[1] votelabour
[1] realchange
[1] torylies

Top Hashtags in Tweet in G9:
[184] boycottindiandawn
[39] محبت_مافیا
[4] sindhiculturalday2019
[4] boycottbiggboss
[3] ceo
[1] wake_up_pti
[1] fake_news
[1] propaganda
[1] pti

Top Hashtags in Tweet in G10:
[1] forabolsonaro
[1] lulalivre

Top Words
Top Words in Tweet in Entire Graph:
[2089] Words in Sentiment List#1: Positive
[7958] Words in Sentiment List#2: Negative
[65] Words in Sentiment List#3: Angry/Violent
[114230] Non-categorized Words
[124303] Total Words
[4554] fake
[4253] news
[564] trump
[512] media
[382] president

Top Words in Tweet in G1:
[422] news
[332] fake
[298] realdonaldtrump
[140] media
[140] trump
[112] stop
[110] good
[109] never
[108] kayleighmcenany
[106] stories

Top Words in Tweet in G2:
[342] fake
[338] news
[26] people
[26] sa
[23] more
[22] media
[20] trump
[18] election
[17] em
[16] adverts

Top Words in Tweet in G3:
[307] news
[305] fake
[161] president
[157] jessicagkwong
[147] trump
[73] markknoller
[73] newsweek
[62] people
[58] call
[56] apology

Top Words in Tweet in G4:
[475] fake
[259] news
[235] donaldjtrumpjr
[215] gonna
[32] alx
[18] vs
[18] reality
[10] over
[10] trump
[9] see

Top Words in Tweet in G5:
[242] see
[205] fake
[195] news
[174] waynedupreeshow
[130] movie
[121] christmas
[121] season
[121] please
[121] one
[121] clint's

Top Words in Tweet in G6:
[103] melania
[102] attention
[102] patriots
[102] appreciation
[102] month
[102] flood
[101] reneecarrollaz
[101] soc
[74] fake
[64] news

Top Words in Tweet in G7:
[143] nas
[140] ptbrasil
[140] senadorhumberto
[138] filipebarrost
[138] processou
[138] conselho
[138] ética
[138] perguntar
[138] ao
[138] seus

Top Words in Tweet in G8:
[115] google
[112] adverts
[96] eight
[96] different
[95] conservatives
[65] election
[63] banned
[63] paid
[63] over
[63] last

Top Words in Tweet in G9:
[285] news
[227] fake
[184] #boycottindiandawn
[105] dawn
[68] pakistan
[48] media
[47] indian
[47] against
[40] stay
[40] away

Top Words in Tweet in G10:
[135] fake
[135] news
[96] bolsonaro
[85] democracia
[78] 25
[75] ataques
[75] aprovação
[75] apenas
[73] derrubam
[73] jair

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[3803] fake,news
[291] eight,different
[226] donaldjtrumpjr,fake
[223] news,gonna
[223] gonna,fake
[208] google,bans
[206] election,adverts
[200] tory,election
[184] different,tory
[179] bans,eight

Top Word Pairs in Tweet in G1:
[292] fake,news
[105] never,stop
[104] news,stories
[104] stories,realdonaldtrump
[104] realdonaldtrump,obsessed
[104] obsessed,media
[104] media,never
[104] stop,good
[104] good,news
[104] news,continually

Top Word Pairs in Tweet in G2:
[310] fake,news
[13] google,bans
[13] bans,eight
[13] eight,different
[13] different,tory
[13] tory,election
[13] election,adverts
[13] adverts,disinformation
[13] disinformation,concerns
[13] concerns,mount

Top Word Pairs in Tweet in G3:
[293] fake,news
[91] president,trump
[52] people,call
[51] owe,president
[51] president,united
[51] united,states
[51] states,apology
[51] apology,wonder
[51] wonder,president
[51] trump,63

Top Word Pairs in Tweet in G4:
[257] fake,news
[217] donaldjtrumpjr,fake
[214] news,gonna
[214] gonna,fake
[20] alx,fake
[18] news,vs
[18] vs,reality
[8] donaldjtrumpjr,alx
[6] jessica,kwong
[5] nice,see

Top Word Pairs in Tweet in G5:
[195] fake,news
[121] see,movie
[121] movie,christmas
[121] christmas,season
[121] season,please
[121] please,see
[121] see,one
[121] one,clint's
[121] clint's,fighting
[121] fighting,fake

Top Word Pairs in Tweet in G6:
[102] attention,patriots
[102] patriots,melania
[102] melania,appreciation
[102] appreciation,month
[102] month,flood
[101] reneecarrollaz,attention
[101] flood,soc
[64] fake,news
[36] news,losing
[36] losing,minds

Top Word Pairs in Tweet in G7:
[138] filipebarrost,ptbrasil
[138] ptbrasil,processou
[138] processou,conselho
[138] conselho,ética
[138] ética,perguntar
[138] perguntar,ao
[138] ao,senadorhumberto
[138] senadorhumberto,seus
[138] seus,apelidos
[138] apelidos,nas

Top Word Pairs in Tweet in G8:
[96] eight,different
[63] google,banned
[63] banned,eight
[63] different,adverts
[63] adverts,paid
[63] paid,conservatives
[63] conservatives,over
[63] over,last
[63] last,month
[63] month,broke

Top Word Pairs in Tweet in G9:
[182] fake,news
[71] dawn,news
[40] stay,away
[31] news,#boycottindiandawn
[31] news,against
[30] spreading,fake
[28] #boycottindiandawn,#محبت_مافیا
[25] indian,media
[23] against,pakistan
[22] #boycottindiandawn,#boycottindiandawn

Top Word Pairs in Tweet in G10:
[135] fake,news
[75] ataques,democracia
[75] apenas,25
[73] democracia,fake
[73] news,derrubam
[73] derrubam,aprovação
[73] aprovação,jair
[73] jair,bolsonaro
[73] bolsonaro,apenas
[73] 25,aponta

Top Replied-To
Top Replied-To in Entire Graph:
@jessicagkwong
@realdonaldtrump
@markknoller
@cnnpolitics
@folha
@donaldjtrumpjr
@cnn
@newsweek
@sebgorka
@jackposobiec

Top Replied-To in G1:
@realdonaldtrump
@sebgorka
@vp
@kayleighmcenany
@scottpresler
@brandonstraka
@jarradkushner
@heytammybruce
@chanelrion
@tomthunkitsmind

Top Replied-To in G3:
@jessicagkwong
@markknoller
@newsweek
@markdice
@realdonaldtrump
@dbongino
@usabookclub
@calian23
@rosedixontx
@davidwohl

Top Replied-To in G4:
@donaldjtrumpjr
@alx
@rikset1964
@realdonaldtrump
@glad_lea
@sgtreport
@michael86074090

Top Replied-To in G7:
@bolsonarosp
@filipebarrost

Top Replied-To in G8:
@jonathon793793

Top Replied-To in G9:
@abbasnasir59
@smqureshipti
@dcislamabad
@faisaljavedkhan
@foreignofficepk
@hammad_azhar
@rajpootsakina
@anasdhillon
@nas_k27

Top Replied-To in G10:
@nytimesworld
@ma1ferreira
@brasil247

Top Mentioned
Top Mentioned in Entire Graph:
@realdonaldtrump
@donaldjtrumpjr
@waynedupreeshow
@ptbrasil
@senadorhumberto
@filipebarrost
@jessicagkwong
@kayleighmcenany
@reneecarrollaz
@chatbycc

Top Mentioned in G1:
@realdonaldtrump
@kayleighmcenany
@chatbycc
@jessicagkwong
@danie1607
@speakerpelosi
@ksd371
@vp
@trumpsgagirl
@foxandfriends

Top Mentioned in G2:
@jackson2020kag
@bubbajoebaker
@catheri17371327
@bandadesemona
@politis_news
@iddesleigh
@manuvirodhi
@worldtruthtv
@cfcpac

Top Mentioned in G3:
@jessicagkwong
@chatbycc
@lrihendry
@markknoller
@newsweek
@markdice
@davidwohl
@realdonaldtrump
@coloradobionde
@glenwoodfin

Top Mentioned in G4:
@donaldjtrumpjr
@alx
@doublek1963
@lrihendry
@realdonaldtrump
@chatbycc
@prayingmedic
@newsweek
@bebesee3
@rikset1964

Top Mentioned in G5:
@waynedupreeshow
@pismo_b
@realdonaldtrump
@irmabel53130008
@arthurschwartz
@chatbycc
@donaldjtrumpjr
@wyn1745
@amymek
@lrihendry

Top Mentioned in G6:
@reneecarrollaz
@ericmmatheny
@craigrsawyer
@jamierodr14
@realdonaldtrump
@icegov
@condor_law
@freep
@chatbycc
@waynedupreeshow

Top Mentioned in G7:
@ptbrasil
@senadorhumberto
@filipebarrost
@bolsonarosp
@ggmandrews
@gfiuza_oficial
@reportersalles
@paulocpaguiar10
@whatsapp

Top Mentioned in G8:
@peterstefanovi2
@jonathon793793
@plainlincoln
@suebarnish
@buffybatik
@stuartsfarquhar
@hyvast
@bremaininspain
@mickster_1
@georgeaylett

Top Mentioned in G9:
@dawn_com
@dawn_news
@leisurecluba
@blackholesm
@rajpootsakina
@menaseer76
@fighter_girl07
@imrankhanpti
@ziagzia
@mahmoodk69

Top Mentioned in G10:
@brasil247
@revistaforum
@minc_rj
@emirsader
@rogeriocorreia_
@rosalulasilva
@hospicio_brasil
@sgt_ursal
@ccambara2
@nytimesworld

Top Tweeters
Top Tweeters in Entire Graph:
@tomthunkitsmind
@geonews_urdu
@vodafonein
@paoloigna1
@robinsnewswire
@chris_1791
@conelmazodando
@edinburghwatch
@kanekos69
@s9tmt

Top Tweeters in G1:
@tomthunkitsmind
@frespirit01
@shareitarie10
@nltcny
@drmartyfox
@rockprincess818
@ap
@glendabelle_11
@kathyfiscelli
@freidablancha12

Top Tweeters in G2:
@robinsnewswire
@joefreedomlove
@trunfim
@el_pais
@anilkohli54
@elestimulo
@shirleycolleen
@ussanews
@stanleysuen
@ifortknox

Top Tweeters in G3:
@chris_1791
@sharneal
@jjmac55
@chatbycc
@lrihendry
@oldsalz
@laurawilsongal
@hrkbenowen
@oneofeachbrown
@carrieksada

Top Tweeters in G4:
@pauloparmm
@meedgeknowsbest
@lvnancy
@egryani
@chascar731
@indictem
@southernlady111
@ladylisadcantu1
@naynayfig
@heywood98

Top Tweeters in G5:
@rratkinson
@jetrotter
@bikerbd
@ptsd1471
@pgrlegacy
@sylvesterbrenda
@charlied2749
@4allsoulkind
@waynedupreeshow
@jhaleyj56

Top Tweeters in G6:
@reneecarrollaz
@janiek13
@jamierodr14
@inittowinit007
@michaelorndoff
@birrdytalk
@doc_jjk
@vfl2013
@staythecourse7
@boandsunny

Top Tweeters in G7:
@maybel65
@celiapfau
@pauloquaresma2
@calixtoizaque
@leicam1512
@torrentsquentes
@brasilreaca
@saudadeemprosa
@ulyssescarvalho
@ptbrasil

Top Tweeters in G8:
@leocullen4
@helenyg
@childofalba
@sphenefan
@wilde
@carolehope2
@tartancobweb
@andypeacock999
@mickster_1
@iloveautumn2

Top Tweeters in G9:
@geonews_urdu
@farhankvirk
@karachikings19s
@dawn_com
@dawn_news
@abbasnasir59
@nas_k27
@mbashirsafari1
@worldstraders
@mahmoodk69

Top Tweeters in G10:
@anisionogueira
@moema4
@adsump
@niviaregina
@nytimesworld
@ccambara2
@mariacidada1
@jrmutti
@antoniacruzc
@filegalo