COVID, Twitter, 9/29/2020 4:05:12 PM, 236261


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COVID_2020-09-29_00-33-07.xlsx
COVID_2020-09-29_00-33-07.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 29, 2020
Short Description:
COVID via NodeXL https://bit.ly/3cG4dUx
@realdonaldtrump
@mmpadellan
@joebiden
@projectlincoln
@kylegriffin1
@meiselasb
@hvnmommy
@mgbwashington
@cnn
@rgay

Top hashtags:
#covid19
#covid
#covid_19
#covid_19mx
#coronavirus
#pilkadasehatpatuhprokes
#edoméx
#envideo

Description:
Description
The graph represents a network of 11,024 Twitter users whose tweets in the requested range contained "COVID", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Tuesday, 29 September 2020 at 07:45 UTC.

The requested start date was Monday, 28 September 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 2-day, 0-hour, 1-minute period from Thursday, 24 September 2020 at 03:18 UTC to Saturday, 26 September 2020 at 03:19 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 : 11024
Unique Edges : 5609
Edges With Duplicates : 12479
Total Edges : 18088
Number of Edge Types : 5
Retweet : 5797
MentionsInRetweet : 6710
Tweet : 2665
Mentions : 2006
Replies to : 910
Self-Loops : 2691
Reciprocated Vertex Pair Ratio : 0.00371909866549989
Reciprocated Edge Ratio : 0.00741063644289451
Connected Components : 2906
Single-Vertex Connected Components : 742
Maximum Vertices in a Connected Component : 1952
Maximum Edges in a Connected Component : 3869
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 7.398156
Graph Density : 7.55117252526614E-05
Modularity : 0.566351
NodeXL Version : 1.0.1.440
Data Import : The graph represents a network of 11,024 Twitter users whose tweets in the requested range contained "COVID", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Tuesday, 29 September 2020 at 07:45 UTC.

The requested start date was Monday, 28 September 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 2-day, 0-hour, 1-minute period from Thursday, 24 September 2020 at 03:18 UTC to Saturday, 26 September 2020 at 03:19 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 : COVID
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:
[24] https://trib.al/8DHvc5T
[16] https://www.icmr.gov.in
[15] https://trib.al/nmPAL5j
[12] https://twitter.com/weartv/status/1309528944803184645
[12] https://trib.al/XSUIPgK
[8] https://nasional.tempo.co/read/1390018/ketua-bidang-kesehatan-satgas-penanganan-covid-19-mundur
[8] https://thehill.com/homenews/campaign/517880-missouri-governor-tests-positive-for-covid-19#.X2vGcD76tW0.twitter
[8] https://www.cnn.com/2020/09/22/politics/trump-covid-19-statement-fact-check/index.html
[7] https://www.axios.com/coronavirus-cases-infections-pandemic-texas-arizona-bad-40f80c91-b05a-4d09-9ef0-03d749c12698.html
[7] https://www.soompi.com/article/1427588wpp/bts-talks-about-making-music-during-covid-19-and-more-in-grammy-museum-interview

Top URLs in Tweet in G1:
[6] https://nypost.com/2020/09/24/covid-19-mutation-may-be-evolving-to-bypass-masks-hand-washing/
[4] https://twitter.com/Ibra_official/status/1309142915210506244
[3] https://www.foxnews.com/politics/harris-misleading-covid-19-business-loans-campaigning-michigan
[3] https://www.infobae.com/america/eeuu/2020/09/25/la-vacuna-de-johnson-johnson-produjo-resultados-positivos-y-genero-inmunidad-ante-el-covid-19-en-sus-pruebas-iniciales/
[3] https://vishnulive.net/
[2] https://234radio.com/britain-finally-launches-covid-19-app-in-england-and-wales/
[2] https://234radio.com/one-dose-covid-19-vaccine-tested-as-us-experts-say-no-corners-cut/
[2] https://twitter.com/lulaanconetani/status/1308598081223569409
[2] https://www.nytimes.com/2020/09/23/world/americas/mexico-coronavirus-covid-iztapalapa.html?smid=tw-share
[2] https://lifepetitions.com/petition/no-mandatory-vaccine-for-covid-19

Top URLs in Tweet in G2:
[8] https://www.cnn.com/2020/09/22/politics/trump-covid-19-statement-fact-check/index.html
[6] https://www.yahoo.com/lifestyle/zach-braff-invites-people-to-share-tributes-to-loved-ones-who-died-of-covid-19-212558323.html
[4] https://nypost.com/2020/09/24/covid-19-mutation-may-be-evolving-to-bypass-masks-hand-washing/?utm_source=twitter_sitebuttons&utm_medium=site%20buttons&utm_campaign=site%20buttons
[3] https://www.npr.org/sections/coronavirus-live-updates/2020/09/25/916969969/floridas-governor-lifts-all-covid-19-restrictions-on-businesses-statewide?utm_campaign=storyshare&utm_source=twitter.com&utm_medium=social
[2] https://thehill.com/homenews/campaign/518324-more-than-150-restaurant-owners-endorse-biden-citing-trumps-covid-19
[2] https://nypost.com/2020/09/16/twitter-suspends-virologist-who-claims-covid-19-was-made-in-lab/?utm_medium=SocialFlow&utm_source=NYPTwitter&utm_campaign=SocialFlow
[2] https://www.standard.co.uk/news/uk/london-hospitals-sick-children-turned-away-covid-patients-a4555011.html?utm_medium=Social&utm_source=Twitter#Echobox=1600958808
[2] https://www.youtube.com/watch?v=pE7PmH08VYM&feature=youtu.be

[1] https://www.vanityfair.com/news/2020/09/can-joe-biden-steer-debate-night-back-to-reality
[1] https://hann.it/3cI2mid

Top URLs in Tweet in G3:
[12] https://trib.al/XSUIPgK
[3] https://www.fox5ny.com/news/ny-teacher-retirements-skyrocket-due-to-covid-pandemic?utm_campaign=snd-autopilot
[2] https://trib.al/8DHvc5T
[2] https://www.cbc.ca/news/canada/calgary/alberta-nurses-pay-united-ahs-paid-leave-covid-1.5735035
[1] https://nbcnews.to/3mLFind
[1] https://nbcnews.to/3cwfUgh
[1] https://nbcnews.to/33ZFPsT
[1] https://www.usatoday.com/story/news/health/2020/09/22/covid-kn-95-masks-imported-china-dont-meet-standards-ecri/5806327002/
[1] https://twitter.com/nbcnews/status/1309330389840941058
[1] https://trib.al/XrLmdMs

Top URLs in Tweet in G4:
[19] https://trib.al/8DHvc5T
[5] https://trib.al/szWBTnY
[5] https://www.reforma.com/advierte-zedillo-impacto-al-sector-financiero-por-covid/gr/ar2035833?md5=79d701210d642a624c520984ab16a5cf&ta=0dfdbac11765226904c16cb9ad1b2efe&lcmd5=030fbd9593a89b6dfb3f0836f36e9a19
[3] https://www.latimes.com/entertainment-arts/tv/story/2020-09-25/great-british-bake-off-netflix-covid-pandemic
[3] https://www.latimes.com/world-nation/story/2020-09-23/missouri-governor-opponent-of-mandatory-masks-has-covid-19
[3] https://www.telegraph.co.uk/news/2020/09/22/unexplained-excess-deaths-home-almost-nine-times-higher-covid/
[2] https://trib.al/q4rri3s
[2] https://shellzonit.com/2020/09/26/my-sister-and-her-husband-both-have-covid-19-one-is-a-principal-and-the-other-a-coach/
[1] https://on.msnbc.com/3kRtqyl
[1] https://www.latimes.com/california/story/2020-09-25/coronavirus-cases-top-800-000-in-california-highest-in-nation

Top URLs in Tweet in G5:
[3] https://trib.al/8DHvc5T
[2] https://trib.al/szWBTnY
[2] https://mauinow.com/2020/09/23/ige-extends-covid-19-emergency-period-through-october-authorizes-pre-travel-testing-to-start-oct-15/?t=1600916682
[1] https://www.theguardian.com/world/2020/sep/24/close-to-100-accuracy-airport-enlists-sniffer-dogs-to-test-for-covid-19
[1] https://bit.ly/33VDEGZ
[1] https://bit.ly/3kISvLE
[1] https://twitter.com/tedcruz/status/1309217059390345218
[1] https://www.npr.org/2020/09/16/913500758/as-campuses-become-covid-hotspots-colleges-strain-under-financial-pressures
[1] https://www.msnbc.com/the-reidout/watch/mehdi-hasan-says-let-s-call-it-the-trump-virus-because-trump-is-objectively-pro-covid-92423237811
[1] https://abcn.ws/3f7xVC7

Top URLs in Tweet in G6:
[5] https://mazo4f.com/diosdado-cabello-en-la-medida-que-usted-se-protege-contra-el-covid-19-protege-a-su-familia
[5] https://mazo4f.com/venezuela-supera-los-60-mil-pacientes-recuperados-del-contagios-de-covid-19
[4] https://mazo4f.com/venezuela-reporto-867-casos-de-covid-19-y-10-fallecidos
[3] http://www.minci.gob.ve/dura-batalla-contra-el-covid-19/
[3] https://mazo4f.com/venezuela-contabiliza-986-nuevos-casos-de-covid-19-y-10-fallecidos-en-las-ultimas-24-horas
[3] https://mazo4f.com/150-medicos-cubanos-arribaron-a-venezuela-para-sumarse-a-la-batalla-contra-el-covid-19
[2] https://bit.ly/33SfSM2
[2] https://mazo4f.com/presidente-maduro-agradezco-todo-el-apoyo-de-la-fanb-en-la-batalla-contra-el-covid-19
[2] https://mazo4f.com/gobierno-de-china-rechazo-acusaciones-de-trump-sobre-expansion-del-covid-19
[2] https://mazo4f.com/venezuela-confirma-967-casos-de-covid-19-y-siete-fallecidos

Top URLs in Tweet in G7:
[1] https://yeson21ca.org/social-security-works-ernie-powell-baby-boomers-homelessness/
[1] https://twitter.com/donwinslow/status/1309677670620213248

Top URLs in Tweet in G9:
[3] https://trib.al/tJMKf62
[2] https://sputniknews.com/world/202009251080575480-trudeau-announces-vaccine-deal-as-canada-surpasses-150000-covid-19-cases/
[1] https://twitter.com/trumpwarroom/status/1309636422874419201
[1] https://www.ctvnews.ca/politics/liberals-secure-covid-19-aid-deal-with-ndp-avoiding-election-1.5120095
[1] https://twitter.com/joebiden/status/1309540165862535172
[1] http://fw.to/e1zix0U
[1] https://www.bloomberg.com/news/articles/2020-09-23/trudeau-unveils-road-map-for-navigating-second-covid-19-wave?sref=hFaoIfIh
[1] https://ift.tt/330H5Nq
[1] https://twitter.com/washtimes/status/1309329694081404933
[1] https://twitter.com/svdate/status/1308897034284474370

Top URLs in Tweet in G10:
[1] https://twitter.com/realDonaldTrump/status/1309318790082187267

Top Domains
Top Domains in Tweet in Entire Graph:
[320] twitter.com
[76] trib.al
[45] bit.ly
[37] theguardian.com
[30] mazo4f.com
[30] co.uk
[29] youtube.com
[24] npr.org
[23] com.mx
[22] com.br

Top Domains in Tweet in G1:
[87] twitter.com
[12] theguardian.com
[10] co.uk
[7] 234radio.com
[7] com.mx
[7] nypost.com
[6] cbc.ca
[5] com.br
[4] nytimes.com
[4] com.ar

Top Domains in Tweet in G2:
[9] cnn.com
[8] twitter.com
[6] yahoo.com
[6] nypost.com
[4] npr.org
[3] youtube.com
[2] thehill.com
[2] co.uk
[1] vanityfair.com
[1] hann.it

Top Domains in Tweet in G3:
[15] trib.al
[3] nbcnews.to
[3] fox5ny.com
[2] cbc.ca
[1] usatoday.com
[1] twitter.com

Top Domains in Tweet in G4:
[27] trib.al
[7] latimes.com
[7] twitter.com
[7] reforma.com
[3] co.uk
[3] cnn.it
[2] shellzonit.com
[1] msnbc.com
[1] foxnews.com
[1] axios.com

Top Domains in Tweet in G5:
[5] trib.al
[2] bit.ly
[2] mauinow.com
[1] theguardian.com
[1] twitter.com
[1] npr.org
[1] msnbc.com
[1] abcn.ws
[1] thehill.com

Top Domains in Tweet in G6:
[30] mazo4f.com
[8] gob.ve
[5] bit.ly
[2] cnn.com
[2] twitter.com
[2] caraotadigital.org
[1] dailymotion.com
[1] trib.al
[1] cnn.it
[1] telesurtv.net

Top Domains in Tweet in G7:
[1] yeson21ca.org
[1] twitter.com

Top Domains in Tweet in G9:
[5] twitter.com
[3] trib.al
[2] sputniknews.com
[1] ctvnews.ca
[1] fw.to
[1] bloomberg.com
[1] ift.tt

Top Domains in Tweet in G10:
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[184] covid19
[125] covid
[107] covid_19
[60] covid_19mx
[53] coronavirus
[52] pilkadasehatpatuhprokes
[47] edoméx
[42] envideo
[39] hidupsehatterapkan3m
[34] bts



Top Hashtags in Tweet in G1:
[22] covid19
[18] pilkadasehatpatuhprokes
[16] covid
[15] covid_19
[8] coronavirus
[6] venezuela
[5] pilkada2020jatimdamai
[5] pilkada2020amandamaidansejuk
[5] pilkada2020serentak
[5] pilkada2020lamongan

Top Hashtags in Tweet in G2:
[8] covid
[4] trumpvirus
[4] trump2020
[4] votehimout2020
[4] votehimout
[3] trumpliedpeopledied
[3] covid19
[2] lincolnvoter
[2] trumpisalaughingstock
[2] fullyopenamerica

Top Hashtags in Tweet in G3:
[10] covid19
[3] ableg
[3] abhealth
[1] hospitalheroes
[1] trumpcoupplot
[1] resignnow
[1] coronapolooza
[1] trumpkillsamericans
[1] trumpisacompletefailure

Top Hashtags in Tweet in G4:
[4] protégeteyprotegealosdemás
[3] covid
[2] economíanacional
[2] covid_19
[2] csl
[1] ingrahamangle
[1] regístrategratis
[1] edu
[1] equity
[1] access

Top Hashtags in Tweet in G5:
[3] covid

Top Hashtags in Tweet in G6:
[42] envideo
[31] venezuelagarantíadeddhh
[18] maduronuestravozenlaonu
[10] notimippci
[9] coronavirus
[9] celac
[8] covid_19
[7] podcast
[6] 9/25/2020 12:00:00 AM
[5] testimonio

Top Hashtags in Tweet in G7:
[2] ag6
[1] yeson21

Top Hashtags in Tweet in G9:
[3] covid
[3] freenasrin
[2] covid19
[1] oldman
[1] fearmongering
[1] covidhoax
[1] factcheck
[1] factsmatter
[1] hoax

Top Words
Top Words in Tweet in Entire Graph:
[8277] covid
[3923] 19
[808] cases
[664] 000
[587] people
[531] 99
[510] million
[464] trump
[438] deaths
[395] positive

Top Words in Tweet in G1:
[724] covid
[330] 19
[43] cases
[39] dan
[35] 2020
[34] kesehatan
[32] people
[31] protokol
[30] pandemic
[30] more

Top Words in Tweet in G2:
[183] covid
[128] realdonaldtrump
[47] 19
[40] trump
[31] projectlincoln
[24] biden
[24] re
[24] history
[24] 000
[23] people

Top Words in Tweet in G3:
[261] cases
[248] million
[232] passed
[156] covid
[145] 19
[122] united
[116] mmpadellan
[116] holy
[116] shit
[116] states

Top Words in Tweet in G4:
[106] covid
[59] msnbc
[54] 19
[36] cnn
[33] president
[31] ingrahamangle
[29] cases
[28] surpasses
[24] 7m
[20] states

Top Words in Tweet in G5:
[155] 000
[146] covid
[104] 19
[89] kylegriffin1
[88] cases
[72] nbc
[72] news
[72] confirms
[72] surpassed
[27] positive

Top Words in Tweet in G6:
[164] covid
[163] 19
[66] venezuela
[46] contra
[45] casos
[42] #envideo
[38] mippcivzla
[31] #venezuelagarantíadeddhh
[28] vtvcanal8
[27] ministro

Top Words in Tweet in G7:
[122] doesn
[122] radicalize
[122] don
[122] know
[121] breonna
[121] taylor
[121] killers
[121] walking
[121] free
[121] 1billion

Top Words in Tweet in G8:
[258] covid
[132] ibra_official
[123] tested
[123] negative
[123] positive
[121] yesterday
[121] today
[121] symptoms
[121] courage
[121] challenge

Top Words in Tweet in G9:
[95] covid
[79] 19
[69] joebiden
[34] 000
[33] 200
[33] president
[32] people
[30] we've
[30] lost
[30] nobodies

Top Words in Tweet in G10:
[228] take
[228] test
[120] covid
[115] rgay
[115] iceland
[114] upon
[114] arrival
[114] quarantine
[114] days
[114] another

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[3660] covid,19
[333] 19,cases
[240] passed,million
[200] united,states
[198] survival,rates
[184] 19,survival
[174] 99,997
[172] 20,49
[171] 50,69
[170] 19,99

Top Word Pairs in Tweet in G1:
[316] covid,19
[31] protokol,kesehatan
[19] penyebaran,covid
[14] positif,covid
[12] tahun,2020
[12] during,covid
[12] 19,#pilkadasehatpatuhprokes
[10] due,covid
[10] covid,test
[9] against,covid

Top Word Pairs in Tweet in G2:
[46] covid,19
[20] joe,biden
[17] wonderful,joe
[17] biden,opened
[17] opened,debate
[17] debate,saying
[17] saying,re
[17] re,worst
[17] worst,president
[17] president,history

Top Word Pairs in Tweet in G3:
[232] passed,million
[145] covid,19
[131] 19,cases
[116] holy,shit
[116] shit,united
[116] united,states
[116] states,passed
[116] million,covid
[116] cases,passed
[116] million,cases

Top Word Pairs in Tweet in G4:
[54] covid,19
[27] 19,cases
[24] surpasses,7m
[24] 7m,covid
[22] msnbc,surpasses
[20] cnn,msnbc
[19] united,states
[18] president,needs
[18] needs,speech
[18] speech,know

Top Word Pairs in Tweet in G5:
[104] covid,19
[78] 19,cases
[72] nbc,news
[72] news,confirms
[72] confirms,surpassed
[72] surpassed,000
[72] 000,000
[72] 000,covid
[71] kylegriffin1,nbc
[25] positive,covid

Top Word Pairs in Tweet in G6:
[162] covid,19
[41] contra,covid
[23] ministro,comunicación
[20] lucha,contra
[19] casos,covid
[19] comunicación,información
[16] información,luchaalmada
[13] mippcivzla,#envideo
[12] pandemia,covid
[12] vtvcanal8,#envideo

Top Word Pairs in Tweet in G7:
[122] doesn,radicalize
[122] radicalize,don
[122] don,know
[121] breonna,taylor
[121] taylor,killers
[121] killers,walking
[121] walking,free
[121] free,doesn
[121] know,1billion
[121] 1billion,being

Top Word Pairs in Tweet in G8:
[123] negative,covid
[121] tested,negative
[121] covid,yesterday
[121] yesterday,positive
[121] positive,today
[121] today,symptoms
[121] symptoms,covid
[121] covid,courage
[121] courage,challenge
[120] ibra_official,tested

Top Word Pairs in Tweet in G9:
[79] covid,19
[32] 200,000
[30] 000,people
[30] people,we've
[30] we've,lost
[30] lost,covid
[30] 19,nobodies
[30] nobodies,mr
[30] mr,president
[30] president,parents

Top Word Pairs in Tweet in G10:
[114] upon,arrival
[114] arrival,iceland
[114] iceland,take
[114] take,covid
[114] covid,test
[114] test,quarantine
[114] quarantine,days
[114] days,take
[114] take,another
[114] another,test

Top Replied-To
Top Replied-To in Entire Graph:
@1trenggalek
@realdonaldtrump
@justinbieber
@damailamongan
@govkristinoem
@ibra_official
@joebiden
@nygovcuomo
@gop
@projectlincoln

Top Replied-To in G2:
@realdonaldtrump
@gop
@projectlincoln
@donaldjtrumpjr
@sexcounseling
@thebradfordfile
@minibossinc
@whitehouse
@dancer39532
@darkcenter

Top Replied-To in G3:
@realdonaldtrump
@luichon_101499
@atrupar
@jpierni
@consueloyd

Top Replied-To in G4:
@msnbc
@felipecalderon
@climateactiontr
@leonkrauze
@plumoparanto
@brenda66757515
@ingrahamangle
@jenn_mallory
@jeroenvanh
@cnn

Top Replied-To in G5:
@kylegriffin1
@b52malmet
@semperdiced
@pcbrynn

Top Replied-To in G8:
@ibra_official

Top Replied-To in G9:
@joebiden
@sammyscottdavis
@b52malmet
@richardgrenell
@millarbreen
@cbsthismorning
@9teen8tyfour
@justintrudeau

Top Replied-To in G10:
@ajemaineclement
@rgay

Top Mentioned
Top Mentioned in Entire Graph:
@ibra_official
@witchtrlals
@mmpadellan
@rgay
@chick_in_kiev
@meiselasb
@kylegriffin1
@rickleventhal
@realdonaldtrump
@imigrvnt

Top Mentioned in G1:
@langgamid
@adams2011
@giselletka
@seannpstewart
@arief62561227
@juliame75489206
@volontariste
@fenews

Top Mentioned in G2:
@realdonaldtrump
@projectlincoln
@seanhannity
@gop
@nypost
@potus
@harrisonjaime
@fda
@jmunozactor
@teamtrump

Top Mentioned in G3:
@mmpadellan
@nbcnews
@unitednurses
@dave_brown24
@lauferlaw
@nytscience
@fox5ny
@jpierni
@mydoggyruss
@msnbc

Top Mentioned in G4:
@msnbc
@cnn
@ingrahamangle
@reforma
@latimes
@claudiashein
@liebano
@concamin
@climateactiontr
@jamestodaromd

Top Mentioned in G5:
@kylegriffin1
@138hybridstreet
@shannonrwatts
@jonlovett
@b52malmet
@msnbc
@thereidout
@damian_godden
@pcbrynn
@brycetache

Top Mentioned in G6:
@mippcivzla
@vtvcanal8
@luchaalmada
@nicolasmaduro
@conelmazodando
@cnnee
@jaarreaza
@iaim_ve
@telesurtv
@bcodeltesoro

Top Mentioned in G7:
@witchtrlals
@rokhanna
@chuckgrassley
@senjoniernst
@taylaparx
@businessinsider
@housinghumanrt
@realdonaldtrump
@dmiapwu
@apwunational

Top Mentioned in G8:
@ibra_official
@arrnoldd
@b24pt
@dexglenniza
@welbeast
@mythical65
@julsszn

Top Mentioned in G9:
@joebiden
@richardgrenell
@cbsthismorning
@justintrudeau
@thejagmeetsingh
@chrisdjackson
@bgirlrulz
@levinepmc
@nbcnewsworld
@hillaryclinton

Top Mentioned in G10:
@rgay
@ajemaineclement
@bethmonster
@witchtrlals
@joebiden

Top Tweeters
Top Tweeters in Entire Graph:
@elnacionalweb
@caraotadigital
@la_patilla
@urbandictionary
@airtel_presence
@tomthunkitsmind
@extravzla
@sumariumcom
@dolartoday
@lasillarota

Top Tweeters in G1:
@la_patilla
@extravzla
@donsinoptico
@informe21
@matiere
@radioelshinta
@albaciudad
@beritasatu
@ia_regnum
@my234radio

Top Tweeters in G2:
@hockeyfangirl12
@kellyrek
@thecorollary
@nypost
@jo_kwanghee_07
@jpb1467
@cactusflower_1
@urocklive1
@colbynews
@rlgordon18_ruth

Top Tweeters in G3:
@russelltim151
@davidpsdem
@betseybess
@pauldramone
@humbertozamorar
@burnettcynthia
@sevenbowie
@wkndgirl
@upchuck66
@samlitzinger

Top Tweeters in G4:
@pajaropolitico
@catlover1943
@foxnews
@reforma
@electricboyo
@bbcmundo
@cnn
@latimes
@mauiwahini
@cnni

Top Tweeters in G5:
@deansherrys
@kane007
@stbluvoter
@bonbee81
@b52malmet
@damian_godden
@cangal_39
@greatunclebob
@webehealthy
@absolutbex

Top Tweeters in G6:
@caraotadigital
@conelmazodando
@telesurtv
@vtvcanal8
@avnve
@isialer
@cnnee
@mppeducacion
@_dblancog
@elchamocandanga

Top Tweeters in G7:
@businessinsider
@shadowmalec23
@miilk_nhoneyy
@kricole
@skeezas
@qsthnx_
@selfawareprotag
@missy_dee811
@rudimuss
@saritaaaa_s

Top Tweeters in G8:
@his_whxore
@orscrz
@zulfatinnn
@syafiqai
@nadziraaina
@meoradib
@finishars
@josueypz_
@raphaelmello14
@arrnoldd

Top Tweeters in G9:
@israelnewslinks
@mjgarciakcmo
@bjcrochet
@k1er
@write2bheard1
@kattykissem
@christineyhsd
@srmicksims
@thedoorokc
@cbcmanitoba

Top Tweeters in G10:
@gabe55gabe
@ramboutit
@_wsbg
@itstashadarling
@angelaisms
@cl4r4gu3rr4
@rope___
@_antony_nduati
@neverhappychris
@jenniferlayne53


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