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COVID_2020-07-31_00-19-14.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
July 31, 2020
Short Description:
COVID via NodeXL https://bit.ly/3hSELMP
@realdonaldtrump
@stella_immanuel
@jamestodaromd
@drsimonegold
@michaelcoudrey
@washingtonpost
@vencedormrt
@replouiegohmert
@wake_humanity
@foxnews

Top hashtags:
#covid19
#covid
#covid_19
#covid__19
#coronavirus

Description:
Description
The graph represents a network of 8,284 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 Friday, 31 July 2020 at 07:29 UTC.

The requested start date was Friday, 31 July 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 1-day, 0-hour, 1-minute period from Wednesday, 29 July 2020 at 12:22 UTC to Thursday, 30 July 2020 at 12:23 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 : 8284
Unique Edges : 4530
Edges With Duplicates : 8092
Total Edges : 12622
Number of Edge Types : 5
Tweet : 2338
Retweet : 3782
MentionsInRetweet : 4361
Replies to : 526
Mentions : 1615
Self-Loops : 2363
Reciprocated Vertex Pair Ratio : 0.00505130228887135
Reciprocated Edge Ratio : 0.0100518297471337
Connected Components : 2601
Single-Vertex Connected Components : 609
Maximum Vertices in a Connected Component : 870
Maximum Edges in a Connected Component : 1764
Maximum Geodesic Distance (Diameter) : 19
Average Geodesic Distance : 7.433149
Graph Density : 9.27912656180656E-05
Modularity : 0.580752
NodeXL Version : 1.0.1.439
Data Import : The graph represents a network of 8,284 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 Friday, 31 July 2020 at 07:29 UTC.

The requested start date was Friday, 31 July 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 1-day, 0-hour, 1-minute period from Wednesday, 29 July 2020 at 12:22 UTC to Thursday, 30 July 2020 at 12:23 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:
[20] https://thehill.com/homenews/house/509719-gohmert-says-he-will-take-hydroxychloroquine-as-covid-19-treatment
[12] https://www.thedailybeast.com/stella-immanuel-trumps-new-covid-doctor-believes-in-alien-dna-demon-sperm-and-hydroxychloroquine
[11] https://www.newsweek.com/key-defeating-covid-19-already-exists-we-need-start-using-it-opinion-1519535
[10] https://www.nytimes.com/interactive/2020/07/28/us/covid-19-colleges-universities.html
[8] https://www.theblaze.com/news/yale-epidemiologist-hydroxychloroquine-works-against-covid
[7] https://sevilla.abc.es/deportes/orgullodenervion/noticias/sevilla-fc/positivo-covid-19-sevilla-fc-199064-1596025170.html
[7] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Fcoronavirus.medium.com%2Fwe-can-eliminate-covid-19-if-we-want-to-64abc91ccc1c
[7] http://www.astroawani.com/berita-malaysia/pelajar-sekolah-rendah-disahkan-positif-covid-19-253234
[7] https://townhall.com/tipsheet/micaelaburrow/2020/07/28/redfield-says-more-abovebase-suicides-than-covid-deaths-n2573278
[6] https://www.latimes.com/business/story/2020-07-29/covid-employer-liability

Top URLs in Tweet in G1:
[4] https://beforeitsnews.com/alternative/2020/07/social-media-platforms-delete-doctors-speech-regarding-covid-truth-video-3728627.html
[4] http://www.tintahijau.com/pemerintahan/eksekutif/21562-covid-19-menggeliat,-pemcam-purwadadi-subang-pastikan-prokes
[3] https://www.washingtonpost.com/nation/2020/07/30/louie-gohmert-covid-hydroxychloroquine/
[2] https://www.rutgers.edu/news/children-face-risk-severe-complications-and-death-covid-19
[2] https://www.theguardian.com/world/2020/jul/29/one-big-wave-why-the-covid-19-second-wave-may-not-exist-coronavirus?CMP=share_btn_tw
[2] https://www.nytimes.com/video/opinion/100000007227777/covid-19-global-response.html?smid=tw-share
[2] https://www.cnn.com/2020/07/28/opinions/trump-fauci-pouting-covid-dying-dantonio/index.html
[2] https://twitter.com/PhilstarNews/status/1288798072449859584
[2] https://www.zerohedge.com/political/un-officials-cite-study-finds-lockdowns-school-closures-killing-more-kids-covid
[2] https://www.instagram.com/accounts/login/?next=/p/CDRBzOfJzCu/%3Figshid%3Db137cg5jl7vl

Top URLs in Tweet in G2:
[8] https://thehill.com/homenews/house/509719-gohmert-says-he-will-take-hydroxychloroquine-as-covid-19-treatment
[3] https://www.houstonchronicle.com/opinion/outlook/article/Secretary-of-Energy-COVID-19-brought-oil-gas-Trump-15394017.php
[2] https://www.foxnews.com/media/hydroxychloroquine-could-save-lives-ingraham-yale-professor
[2] https://www.thedailybeast.com/stella-immanuel-trumps-new-covid-doctor-believes-in-alien-dna-demon-sperm-and-hydroxychloroquine
[2] https://www.detroitnews.com/story/news/local/michigan/2020/07/02/michigan-henry-ford-health-study-finds-hydroxychloroquine-lowers-covid-19-death-rate/5365090002/
[2] https://townhall.com/tipsheet/micaelaburrow/2020/07/28/redfield-says-more-abovebase-suicides-than-covid-deaths-n2573278
[1] https://www.foxnews.com/sports/mlb-investigating-massively-disruptive-incident-that-caused-marlins-covid-19-outbreak
[1] https://twitter.com/club4growth/status/1287765959416184834
[1] https://twitter.com/i/events/1287930821198770176
[1] https://twitter.com/who/status/1273607449845661697

Top URLs in Tweet in G3:
[5] https://khabar.ndtv.com/news/india/ram-janmabhoomi-priest-and-16-policemen-tests-positive-for-covid-2271291
[5] https://www.pscp.tv/w/ce1kXTMyMjExNTJ8MU1ueG5kelFMT0VHT9BaP-v6dcLyv6PkeIf4k0O78wehSbs120R7VzeAkVkm
[1] https://khabar.ndtv.com/news/india/horrified-by-covid-bills-surat-businessman-converts-office-into-hospital-2270849
[1] https://bit.ly/31fmIdl
[1] https://facebook.com/sadhguru
[1] https://youtube.com/sadhguru
[1] https://instagram.com/sadhguru
[1] https://www.youtube.com/watch?v=CnJqikNHh_8

[1] https://isha.sadhguru.org/in/en/yoga-meditation/yoga-program-for-beginners/inner-engineering/inner-engineering-online?utm_campaign=WSICT_ieo2020&utm_medium=twitter&utm_source=social&utm_content=&utm_term=corona
[1] https://www.mygov.in/aarogya-setu-app/

Top URLs in Tweet in G4:
[1] https://www.thegatewaypundit.com/2020/07/need-help-brave-frontline-covid-doc-stella-immanuel-asks-patients-cured-hcq-speak-video/?utm_source=Twitter&utm_campaign=websitesharingbuttons
[1] https://truepundit.com/exclusive-top-medical-insider-from-massive-health-care-system-blows-roof-off-the-covid-19-scamdemic-internal-numbers-are-all-rigged-for-profit-greed-and-politics/

Top URLs in Tweet in G5:
[2] https://www.youtube.com/watch?v=SwbICfJ6ePs&feature=youtu.be

[1] https://docs.google.com/document/d/e/2PACX-1vTi-g18ftNZUMRAj2SwRPodtscFio7bJ7GdNgbJAGbdfF67WuRJB3ZsidgpidB2eocFHAVjIL-7deJ7/pub
[1] https://www.americasfrontlinedoctors.com/
[1] https://threadreaderapp.com/thread/1288583938659610624.html
[1] https://www.youtube.com/watch?v=IP2UYpzLof0&feature=youtu.be

[1] https://www.youtube.com/watch?v=aX_Q1FaY9pI&feature=youtu.be
[1] https://www.youtube.com/watch?v=23n3ddntElo&feature=youtu.be

Top URLs in Tweet in G6:
[4] https://mazo4f.com/vacuna-contra-el-covid-19-debera-tener-una-efectividad-del-80-para-extinguir-la-pandemia
[3] https://trib.al/7iCOKu2
[3] https://mazo4f.com/estados-unidos-comienza-un-ensayo-con-30000-voluntarios-para-vacuna-de-covid-19
[2] http://www.minci.gob.ve/venezuela-mantiene-produccion-de-alimentos-en-medio-de-la-pandemia-por-covid-19/
[2] https://www.abc.es/deportes/futbol/abci-estratosferica-cifra-perdido-grandes-clubes-covid-19-202007300120_noticia.html#vca=rrss&vmc=abc-es&vso=tw&vli=cm-general&_tcode=ZDdjbzQy
[2] https://www.propublica.org/article/fire-through-dry-grass-andrew-cuomo-saw-covid-19-threat-to-nursing-homes-then-he-risked-adding-to-it
[2] https://mazo4f.com/alcaldia-de-caracas-reordeno-actividades-de-los-mercados-municipales-por-el-covid-19
[2] http://rnv.gob.ve/residencia-estudiantil-livia-gouverneur-sera-habilitada-para-atender-a-pacientes-con-covid-19/
[1] https://www.vtv.gob.ve/presidente-maduro-imperio-derecha-fascista-persiguen-medicinas-contra-covid19/
[1] https://wapo.st/39zzwyQ

Top URLs in Tweet in G7:
[3] https://www.rawstory.com/2020/07/louie-gohmert-stunned-office-staffers-by-showing-up-in-person-to-tell-them-he-had-19-report/
[1] https://go.shr.lc/3hR76mV

Top URLs in Tweet in G8:
[4] https://freebeacon.com/coronavirus/states-have-spent-little-of-150-billion-covid-relief-fund/
[2] https://www.theblaze.com/news/yale-epidemiologist-hydroxychloroquine-works-against-covid
[2] https://thehill.com/homenews/house/509719-gohmert-says-he-will-take-hydroxychloroquine-as-covid-19-treatment
[1] https://www.dispatch.com/news/20200729/ohio-pharmacy-board-bans-hydroxychloroquine-as-coronavirus-treatment
[1] https://www.thedailybeast.com/trump-covid-task-force-tells-governors-make-masks-mandatory-before-you-fall-into-red-zone
[1] https://www.nbcnews.com/politics/donald-trump/fauci-says-video-trump-promoted-claiming-drug-coronavirus-cure-isn-n1235222
[1] https://www.nbcnews.com/politics/2020-election/biden-slams-trump-promoting-false-covid-19-claims-crazy-woman-n1235235
[1] https://www.newsmax.com/newsmax-tv/samadi-hcq-twitter/2020/07/29/id/979655/
[1] https://www.newsmaxtv.com/findus
[1] https://www.salon.com/2020/07/02/as-covid-deaths-mounted-lindsey-graham-kept-moving-the-goalposts-for-trump/

Top URLs in Tweet in G9:
[1] https://twitter.com/brendanbuck/status/1288551436045950980
[1] https://www.washingtonpost.com/powerpost/born-again-fiscal-conservatives-are-sign-of-trumps-weakening-hand-in-congress/2020/07/29/fa4da31a-d1a5-11ea-8d32-1ebf4e9d8e0d_story.html
[1] https://twitter.com/playbookplus/status/1288782493626372096
[1] https://www.latimes.com/business/story/2020-07-29/covid-employer-liability
[1] https://twitter.com/forwardarc/status/1288802786943963137
[1] https://covidstates.net/COVID19%20CONSORTIUM%20REPORT%206%20APPROVAL%20JULY%202020.pdf
[1] https://twitter.com/politicsreid/status/1288697742542299136
[1] https://twitter.com/therecount/status/1288577803387117572
[1] https://thehill.com/homenews/house/509719-gohmert-says-he-will-take-hydroxychloroquine-as-covid-19-treatment
[1] https://twitter.com/IngrahamAngle/status/1288633962370342912

Top URLs in Tweet in G10:
[1] https://www.wsj.com/articles/learning-to-live-with-coronavirus-risk-11596027601

Top Domains
Top Domains in Tweet in Entire Graph:
[195] twitter.com
[56] bit.ly
[43] co.uk
[35] youtube.com
[30] nytimes.com
[29] theguardian.com
[27] com.br
[25] thedailybeast.com
[22] trib.al
[22] thehill.com

Top Domains in Tweet in G1:
[49] twitter.com
[12] com.br
[9] co.uk
[8] theguardian.com
[7] nytimes.com
[7] instagram.com
[5] youtube.com
[5] cnn.com
[5] washingtonpost.com
[5] gob.pe

Top Domains in Tweet in G2:
[8] thehill.com
[6] twitter.com
[4] foxnews.com
[3] houstonchronicle.com
[3] detroitnews.com
[3] thedailybeast.com
[2] townhall.com
[1] newsweek.com
[1] facebook.com
[1] fda.gov

Top Domains in Tweet in G3:
[6] ndtv.com
[5] pscp.tv
[2] youtube.com
[1] bit.ly
[1] facebook.com
[1] instagram.com
[1] sadhguru.org
[1] mygov.in
[1] twitter.com
[1] gov.in

Top Domains in Tweet in G4:
[1] thegatewaypundit.com
[1] truepundit.com

Top Domains in Tweet in G5:
[5] youtube.com
[1] google.com
[1] americasfrontlinedoctors.com
[1] threadreaderapp.com

Top Domains in Tweet in G6:
[9] mazo4f.com
[8] gob.ve
[3] trib.al
[2] abc.es
[2] twitter.com
[2] propublica.org
[1] wapo.st
[1] org.ve
[1] orfonline.org

Top Domains in Tweet in G7:
[3] rawstory.com
[1] shr.lc

Top Domains in Tweet in G8:
[4] freebeacon.com
[2] nbcnews.com
[2] theblaze.com
[2] thehill.com
[1] dispatch.com
[1] thedailybeast.com
[1] newsmax.com
[1] newsmaxtv.com
[1] salon.com
[1] justthenews.com

Top Domains in Tweet in G9:
[6] twitter.com
[1] washingtonpost.com
[1] latimes.com
[1] covidstates.net
[1] thehill.com

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[179] covid19
[127] covid
[113] covid_19
[96] covid__19
[71] coronavirus
[39] hydroxychloroquine
[37] করোনায়ব্যর্থমমতা
[17] kerjasenyap4niesgagal
[16] awaninews
[16] hapuscovid19



Top Hashtags in Tweet in G1:
[28] covid19
[24] covid
[16] coronavirus
[13] covid__19
[12] covid_19
[9] করোনায়ব্যর্থমমতা
[3] 7/29/2020 12:00:00 AM
[2] postponekarnatakacet
[2] internacional
[2] coronavírus

Top Hashtags in Tweet in G2:
[18] hydroxychloroquine
[6] hcqworks
[3] whyidontliketrump
[2] zoll
[1] covid__19
[1] rwanda
[1] covidcure
[1] cultoftrump
[1] foxnews
[1] trumpvirus

Top Hashtags in Tweet in G3:
[6] indiafightscorona
[5] ayodhya
[4] rammandir
[4] covid__19
[4] postponejee_neetincovid
[3] stoptextbookpolitics
[3] shrmedge20
[3] innerengineeringonline
[2] covid19india
[2] letfmgserve

Top Hashtags in Tweet in G4:
[13] hydroxychloroquine
[4] cdc
[2] drdoomfauci
[1] hydroxycholoroquine

Top Hashtags in Tweet in G5:
[5] whitecoatsummit
[3] hcqworks
[2] hydroxychloroquine
[1] covid
[1] covid19
[1] reopenamerica
[1] stopcensorship

Top Hashtags in Tweet in G6:
[6] covid_19
[4] participayelige
[4] 0.5
[4] AM
[4] 7/30/2020 12:00:00 AM
[3] 66añoschávezinvicto
[3] venezuela
[3] diosdadopalantevenceremos
[2] noticia
[2] 7/30/2020 12:00:00 AM

Top Hashtags in Tweet in G7:
[1] morningjoe

Top Hashtags in Tweet in G8:
[3] whitecoatsummit

Top Hashtags in Tweet in G9:
[2] covid
[1] draintheswamp

Top Hashtags in Tweet in G10:
[1] drsimonegold

Top Words
Top Words in Tweet in Entire Graph:
[5452] covid
[2969] 19
[438] people
[289] cases
[267] more
[259] क
[244] hydroxychloroquine
[221] health
[219] 000
[216] र

Top Words in Tweet in G1:
[529] covid
[314] 19
[34] cases
[33] sa
[31] more
[27] #covid19
[26] coronavirus
[24] #covid
[22] क
[22] ng

Top Words in Tweet in G2:
[134] covid
[68] 19
[52] realdonaldtrump
[33] hcq
[27] sake
[25] stella_immanuel
[24] treatment
[22] patients
[21] zinc
[20] hydroxychloroquine

Top Words in Tweet in G3:
[74] covid
[50] प
[48] क
[44] र
[43] म
[30] 19
[25] व
[23] ज
[22] ल
[19] य

Top Words in Tweet in G4:
[84] covid
[41] 19
[32] prescribe
[32] drugs
[31] legal
[31] women
[31] sole
[31] purpose
[31] killing
[31] unborn

Top Words in Tweet in G5:
[75] covid
[52] 19
[52] drsimonegold
[40] hcq
[34] jamestodaromd
[34] state
[34] ohio
[34] patients
[30] treatment
[27] physicians

Top Words in Tweet in G6:
[57] covid
[46] 19
[17] washingtonpost
[10] contra
[9] vacuna
[8] venezuela
[8] pandemia
[8] pacientes
[8] casos
[8] over

Top Words in Tweet in G7:
[70] covid
[56] 19
[48] mmpadellan
[35] 000
[33] nothing
[33] stop
[32] casting
[32] vote
[32] joe
[32] biden

Top Words in Tweet in G8:
[52] covid
[33] michaelcoudrey
[31] hydroxychloroquine
[31] media
[30] medical
[29] 19
[22] treat
[18] degree
[17] twitter
[17] social

Top Words in Tweet in G9:
[41] covid
[21] replouiegohmert
[18] 19
[12] jakesherman
[11] mask
[9] fact
[8] positive
[8] members
[7] congress
[7] speakerpelosi

Top Words in Tweet in G10:
[43] covid
[28] hydroxychloroquine
[24] 19
[20] breaking
[18] keep
[18] chuckcallesto
[17] quote
[17] hard
[17] nosed
[17] look

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[2926] covid,19
[93] due,covid
[85] social,media
[83] positive,covid
[79] 19,cases
[75] 19,pandemic
[75] during,covid
[71] contra,covid
[70] louie,gohmert
[70] positif,covid

Top Word Pairs in Tweet in G1:
[304] covid,19
[10] sa,covid
[10] 19,cases
[9] #কর,ন
[9] ন,য
[9] য,ব
[9] ব,যর
[9] যর,থমমত
[9] positive,covid
[9] 19,pandemic

Top Word Pairs in Tweet in G2:
[68] covid,19
[16] hcq,zinc
[11] gohmert,take
[11] take,hydroxychloroquine
[11] hydroxychloroquine,covid
[11] 19,treatment
[11] high,risk
[10] anyone,seen
[10] seen,story
[10] story,guy

Top Word Pairs in Tweet in G3:
[29] covid,19
[20] क,र
[18] प,ज
[13] न,प
[11] ट,व
[10] rahulgandhi,right
[9] ज,र
[9] 16,प
[9] प,ल
[9] ल,सकर

Top Word Pairs in Tweet in G4:
[41] covid,19
[31] legal,prescribe
[31] prescribe,drugs
[31] drugs,women
[31] women,sole
[31] sole,purpose
[31] purpose,killing
[31] killing,unborn
[31] unborn,child
[31] child,illegal

Top Word Pairs in Tweet in G5:
[52] covid,19
[34] state,ohio
[18] practicing,physicians
[17] ohio,officially
[17] officially,bans
[17] bans,pharmacies
[17] pharmacies,giving
[17] giving,hcq
[17] hcq,prescriptions
[17] prescriptions,patients

Top Word Pairs in Tweet in G6:
[46] covid,19
[9] contra,covid
[6] two,trader
[6] trader,joe
[6] joe,customers
[6] customers,asked
[6] asked,put
[6] put,masks
[6] masks,attacked
[6] attacked,employees

Top Word Pairs in Tweet in G7:
[56] covid,19
[32] nothing,stop
[32] stop,casting
[32] casting,vote
[32] vote,joe
[32] joe,biden
[32] biden,covid
[32] 19,long
[32] long,lines
[32] lines,mail

Top Word Pairs in Tweet in G8:
[29] covid,19
[22] treat,covid
[18] medical,degree
[17] social,media
[15] media,companies
[15] companies,promote
[15] promote,bill
[15] bill,gates
[15] gates,medical
[15] degree,pushes

Top Word Pairs in Tweet in G9:
[18] covid,19
[7] members,congress
[7] fun,fact
[7] fact,guy
[7] guy,right
[7] right,charge
[7] charge,covid
[7] 19,data
[7] data,rerouted
[7] rerouted,away

Top Word Pairs in Tweet in G10:
[24] covid,19
[17] quote,hard
[17] hard,nosed
[17] nosed,look
[17] look,ev
[17] ev,dence
[17] dence,sug
[17] sug,gests
[17] gests,keep
[17] keep,ing

Top Replied-To
Top Replied-To in Entire Graph:
@realdonaldtrump
@drrpnishank
@cnn
@erictrump
@williamsruto
@humasresprob1
@ksorbs
@electmarkcurran
@covid_adhd
@joebiden

Top Replied-To in G2:
@realdonaldtrump
@joebiden
@thehill
@jimmythedragon
@9newsnancy
@spilkerdevin
@tomfitton
@scottadamssays
@fineout
@devinmcloud

Top Replied-To in G3:
@drrpnishank
@rika48182304
@anildeshmukhncp
@tmrpul
@narendramodi
@_itsaakash_
@rahulgandhi
@ysjagan

Top Replied-To in G4:
@massivetypo
@aimeelagorce

Top Replied-To in G5:
@drsimonegold
@sarathor4
@thatsjustbogus

Top Replied-To in G6:
@allisong1523
@washingtonpost

Top Replied-To in G7:
@mehdirhasan
@rbreich

Top Replied-To in G8:
@marklevinshow
@kylegriffin1
@drdavidsamadi
@michaelcoudrey

Top Replied-To in G9:
@replouiegohmert
@speakerpelosi
@acyn
@xtartanforeverx
@gopleader
@loverofse7en

Top Replied-To in G10:
@evanakilgore
@mrmusicsoftware
@kidcampbell7111

Top Mentioned
Top Mentioned in Entire Graph:
@drsimonegold
@mmpadellan
@ardilol
@realdonaldtrump
@jamestodaromd
@gitrdonelarry
@michaelcoudrey
@kerpen
@pabloiglesias
@dc_draino

Top Mentioned in G1:
@capitalparanae1
@conassoficial
@mochievaa
@luisfcespedes
@ddanpereira
@carloszambrano7
@tawasulq8
@fatoamazonico

Top Mentioned in G2:
@realdonaldtrump
@stella_immanuel
@elijahschaffer
@tomfitton
@scottadamssays
@joebiden
@thehill
@whitehouse
@duncan_colton
@ariellaonewland

Top Mentioned in G3:
@pmoindia
@narendramodi
@ndtvindia
@cmofkarnataka
@drrpnishank
@amitshah
@theofficialsbi
@bjp4india
@myogiadityanath
@nidhiindiatv

Top Mentioned in G4:
@liz_wheeler
@mitchellvii
@deanna4congress
@ryanafournier
@proctermd
@james78141017
@susanstjames3
@grantmclellan9
@kerpen
@drsimonegold

Top Mentioned in G5:
@drsimonegold
@jamestodaromd
@squarespace
@charliekirk11
@fleccas
@michaelcoudrey
@unrollhelper
@sarathor4
@aje430150
@realdonaldtrump

Top Mentioned in G6:
@washingtonpost
@nicolasmaduro
@janicedean
@conelmazodando
@partidopsuv
@vtvcanal8
@libertad020
@minsaludve
@presidencialve
@abc_es

Top Mentioned in G7:
@mmpadellan
@rbreich
@rawstory
@commondreams
@mehdirhasan
@miriam2626

Top Mentioned in G8:
@michaelcoudrey
@kylegriffin1
@drdavidsamadi
@marklevinshow
@stella_immanuel
@govmikehuckabee
@aoc
@newsmax
@lindseygrahamsc

Top Mentioned in G9:
@replouiegohmert
@jakesherman
@foxnews
@apalmerdc
@brasilmagic
@speakerpelosi
@philiprucker
@senschumer
@ingrahamangle
@pkcapitol

Top Mentioned in G10:
@chuckcallesto
@brithume
@evanakilgore
@hodgetwins
@liberatedin44
@realdonaldtrump

Top Tweeters
Top Tweeters in Entire Graph:
@caraotadigital
@virginmedia
@oldlady12345
@contrapuntovzla
@okezonenews
@kompascom
@jei_sol
@republikaonline
@conelmazodando
@diarioprimicia

Top Tweeters in G1:
@contrapuntovzla
@bankingnewsgr
@john1966olsen
@ary_antipt
@marketcurrents
@vanguardngrnews
@infobaeamerica
@pauldramone
@jneworleans
@elheraldoco

Top Tweeters in G2:
@thehill
@xformed
@conniesuverkrup
@trevorrosenfels
@rteefact
@dboyz62
@amaka_ekwo
@madhubani2
@wendydshaffer
@john_frank1954

Top Tweeters in G3:
@indiatoday
@httweets
@theofficialsbi
@aajtak
@the_hindu
@republic
@abpnews
@pib_india
@bjp4india
@tv9telugu

Top Tweeters in G4:
@ebe2014
@mitchellvii
@dmca91
@free_thoughts_1
@true_pundit
@cicigtz
@incorrigible2
@wynsumly
@junipersage1
@mcinfo1

Top Tweeters in G5:
@veram43395421
@molly649
@teamcombover16
@vollrathtammie
@stuffupstairs
@codeezra
@vonzion
@plelley2
@bradd65181646
@1jamesthebaker

Top Tweeters in G6:
@conelmazodando
@vtvcanal8
@partidopsuv
@amelia74698445
@abc_es
@rnvinformativa
@washingtonpost
@vencedormrt
@lucemijares
@afpespanol

Top Tweeters in G7:
@nessa_marks
@rawstory
@twodogsing
@tetsukaba
@mehdirhasan
@taichinow
@lindapotyrala13
@miriam2626
@black56red56
@mmpadellan

Top Tweeters in G8:
@nvania
@pjsullivan442
@46mingo
@monaca6
@givehillhell
@newsmax
@majord2102
@necehorn
@ms_chievous_1
@realgingerkelly

Top Tweeters in G9:
@foxnews
@brasilmagic
@montpellier21
@write2bheard1
@therealgloria
@pergoladavid
@jilgner
@farrocklori
@rocketj21
@jumboglo

Top Tweeters in G10:
@kmcaton
@jahbalon
@ecphb234
@osteofrio
@fairymoon4
@barbara_crafts
@laurelily63
@nighteve_
@mytruthmytweet
@anglily1


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