COVID-19, Twitter, 6/19/2020 8:49:04 AM, 229555


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COVID-19_2020-06-19_00-00-01.xlsx
COVID-19_2020-06-19_00-00-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
June 19, 2020
Short Description:
COVID-19 via NodeXL https://bit.ly/2Z3Hs6L
@kylegriffin1
@jp_downey
@washingtonpost
@thedailybeast
@sirlouie2019
@mkhodges
@realdonaldtrump
@joebiden
@rubyrin76068100
@drsanjaygupta

Top hashtags:
#covid_19
#covid19
#coronavirus
#covid
#covid__19
#0.5
#AM

Description:
Description
The graph represents a network of 7,994 Twitter users whose tweets in the requested range contained "COVID-19", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 19 June 2020 at 07:02 UTC.

The requested start date was Friday, 19 June 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, 17 June 2020 at 12:15 UTC to Thursday, 18 June 2020 at 12:17 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 : 7994
Unique Edges : 4274
Edges With Duplicates : 8140
Total Edges : 12414
Number of Edge Types : 5
Tweet : 2391
Retweet : 3784
MentionsInRetweet : 4383
Mentions : 1628
Replies to : 228
Self-Loops : 2419
Reciprocated Vertex Pair Ratio : 0.00753138075313808
Reciprocated Edge Ratio : 0.0149501661129568
Connected Components : 2636
Single-Vertex Connected Components : 732
Maximum Vertices in a Connected Component : 274
Maximum Edges in a Connected Component : 545
Maximum Geodesic Distance (Diameter) : 20
Average Geodesic Distance : 4.952982
Graph Density : 9.4215538420987E-05
Modularity : 0.566394
NodeXL Version : 1.0.1.433
Data Import : The graph represents a network of 7,994 Twitter users whose tweets in the requested range contained "COVID-19", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 19 June 2020 at 07:02 UTC.

The requested start date was Friday, 19 June 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, 17 June 2020 at 12:15 UTC to Thursday, 18 June 2020 at 12:17 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-19
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:
[28] https://www.thedailybeast.com/pinal-county-sheriff-mark-lamb-who-refused-to-enforce-lockdown-now-has-covid-19?via=twitter_page
[17] https://petition.parliament.uk/petitions/320711
[14] https://truepundit.com/we-dont-need-no-stinking-vaccine-for-covid-19/
[12] https://trib.al/ylgqTIn
[11] https://g1.globo.com/go/goias/noticia/2020/06/17/medica-viraliza-ao-postar-sobre-a-covid-19-continuem-dando-festa-que-te-vejo-no-meu-plantao.ghtml?utm_source=twitter&utm_medium=social&utm_campaign=g1
[10] https://www.gov.scot/publications/coronavirus-covid-19-framework-decision-making-scotlands-route-map-through-out-crisis-phase-2-update/
[10] https://www.pscp.tv/w/cbdFlTMyMjExNTJ8MW5BSkVBdnFXTUFKTIN1-vormE4t-3WMUlLUQ6W7opWjF46ggupGXpARN0As
[9] https://www.huffpost.com/entry/tribes-covid-relief-treasury-department_n_5ee9093fc5b674996b9be1d9
[8] https://www.thedailybeast.com/pinal-county-sheriff-mark-lamb-who-refused-to-enforce-lockdown-now-has-covid-19
[8] https://trib.al/XzFQ7dz

Top URLs in Tweet in G1:
[11] https://petition.parliament.uk/petitions/320711
[3] https://www.reuters.com/article/us-health-coronavirus-usa/covid-19-cases-surge-in-oklahoma-other-states-ahead-of-trumps-tulsa-rally-idUSKBN23O2T2
[3] https://www.theguardian.com/p/e553a/stw
[2] https://www.zerohedge.com/geopolitical/india-reports-record-jump-covid-19-deaths-china-struggles-textbook-second-wave-live
[2] https://blogandarilho.com.br/manual-do-viajante/dicas-para-viajar/selo-de-viagem-segura-o-que-e-e-destinos-contemplados/
[2] https://www.wsj.com/articles/how-exactly-do-you-catch-covid-19-there-is-a-growing-consensus-11592317650
[2] https://www.cnn.com/travel/article/alcohol-ban-airlines-covid-19/index.html
[2] https://digtara.com/kesehatan/pangdam-i-bb-cek-hasil-buatan-tabung-isolasi-covid-19/
[2] https://m.dailyhunt.in/news/india/english/business+fortnight-epaper-busifor/tafe+cultivates+100+000+acres+free+for+small+farmers+during+covid+19-newsid-n189084264
[2] http://dlvr.it/RYpftS

Top URLs in Tweet in G2:
[4] http://www.minci.gob.ve/ochenta-por-ciento-de-los-casos-por-covid-19-en-venezuela-son-importados/
[4] https://www.youtube.com/watch?v=c2F9Yx-VbIA&feature=youtu.be

[3] http://www.minci.gob.ve/coronavirus-covid-19/
[3] http://www.psuv.org.ve/temas/noticias/venezuela-desarrolla-cuatro-prototipos-respiradores-para-atender-a-pacientes-por-covid-19/#.XuosIHh7nIU
[3] http://www.cubadebate.cu/noticias/2020/06/17/danny-glover-resalta-internacionalismo-cubano-ante-la-covid-19/#.XunUvnxiTvs.twitter
[2] http://www.minci.gob.ve/8-150-585-casos-acumulados-de-covid-19-se-reportan-a-escala-mundial/
[2] https://www.vtv.gob.ve/brasil-supera-45-mil-muertos-900-000-casos-covid-19/
[2] https://www.vtv.gob.ve/peru-eleva-237-156-positivos-7-056-muertes-covid19/
[2] https://www.vtv.gob.ve/eleva-pacientes-fallecidos-covid19-reino-unido/
[2] https://mazo4f.com/presidente-de-honduras-y-su-esposa-dan-positivos-al-covid-19

Top URLs in Tweet in G3:
[3] https://www.rawstory.com/2020/06/mike-pence-busted-by-cnn-for-spreading-covid-19-misinformation-as-cases-surge-in-multiple-states/#.XuoIdl76ASY.twitter
[2] https://www.cnn.com/videos/us/2020/06/17/friends-test-positive-coronavirus-after-night-out-florida-bar-warning-cpt-vpx.cnn
[1] https://www.rawstory.com/2020/06/anti-covid-19-lockdown-group-encourages-followers-to-burn-their-face-masks/#.XuoIymBPX2k.twitter

Top URLs in Tweet in G5:
[27] https://www.thedailybeast.com/pinal-county-sheriff-mark-lamb-who-refused-to-enforce-lockdown-now-has-covid-19?via=twitter_page
[4] https://www.phoenixnewtimes.com/news/arizona-sheriff-wouldnt-enforce-lockdown-has-covid-19-mark-lamb-pinal-county-11476330
[2] https://www.health24.com/medical/infectious-diseases/coronavirus/one-blood-type-seems-to-be-more-resistant-against-covid-19-20200613-2?_sp=af96112d-f5a5-4ef8-9f26-26e3bde28c61.1592468063623
[2] https://who.maps.arcgis.com/apps/opsdashboard/index.html#/0c9b3a8b68d0437a8cf28581e9c063a9
[1] https://www.iol.co.za/news/politics/stockpile-of-dexamethasone-to-be-increased-to-help-treat-symptoms-of-covid-19-49555516
[1] https://www.amazon.com/dp/1250272998?tag=macsupaduinstalpa-20
[1] https://twitter.com/CNN/status/1273385210328027137
[1] https://twitter.com/nytgraphics/status/1273387245140152321
[1] https://www.azcentral.com/story/news/local/arizona-breaking/2020/06/17/coronavirus-arizona-pinal-county-sheriff-mark-lamb-covid-19-cases/3210894001/
[1] https://trib.al/ylgqTIn

Top URLs in Tweet in G6:
[1] https://www.rawstory.com/2020/06/gop-sheriff-who-refused-to-enforce-lockdown-says-he-got-covid-19-at-campaign-event/
[1] https://www.rawstory.com/2020/06/trump-falsely-claims-covid-19-is-dying-out-in-oklahoma-as-cases-soar-far-above-anything-the-state-has-seen-so-far/
[1] https://www.phoenixnewtimes.com/news/arizona-sheriff-wouldnt-enforce-lockdown-has-covid-19-mark-lamb-pinal-county-11476330
[1] https://www.wsj.com/articles/there-isnt-a-coronavirus-second-wave-11592327890
[1] https://www.fox4news.com/news/abbott-says-plenty-of-hospital-beds-available-for-covid-19-patients-as-texas-mayors-ask-for-mask-requirements
[1] https://www.cnn.com/2020/06/17/health/us-coronavirus-wednesday/index.html
[1] https://www.newsbreak.com/news/0PMURMPX/in-seven-days-seven-dallas-restaurants-report-positive-cases-of-covid-19-among-staff?s=oldSite&ss=i2

Top URLs in Tweet in G7:
[2] https://khabar.ndtv.com/news/india/total-covid-19-cases-cross-350000-in-india-more-than-11900-deaths-so-far-2247461
[1] https://newswithchai.com/covid-19-dr-harsh-vardhan-launches-indias-first-mobile-i-lab-infectious-disease-diagnostic-lab/17558/
[1] https://pib.gov.in/PressReleasePage.aspx?PRID=1632320#.XutPmDockkk.twitter
[1] https://theprint.in/health/early-data-from-alternative-medicine-trials-shows-promising-results-against-covid-ayush-secy/441563/
[1] https://www.bhaskar.com/national/news/delhi-coronavirus-cases-news-updates-supreme-court-on-arvind-kejriwal-government-over-covid-19-tests-and-patient-plight-127419096.html?ref=ht

Top URLs in Tweet in G8:
[1] https://www.philstar.com/headlines/2020/04/25/2009629/p14-million-worth-local-test-kits-procured-ovp
[1] https://twitter.com/PhilstarNews/status/1265875046880301061
[1] https://twitter.com/PhilstarNews/status/1243030942135898112
[1] https://twitter.com/PhilstarNews/status/1239777919267823617
[1] https://www.voanews.com/archive/girls-rush-marriage-childbirth-fear-covid-19

Top URLs in Tweet in G9:
[11] https://trib.al/ylgqTIn
[2] https://www.usatoday.com/story/news/nation/2020/06/18/arizona-sheriff-who-rebuked-stay-home-order-positive-covid-19/3212415001/
[2] https://www.gmanetwork.com/news/news/content/743061/4-year-old-tests-positive-for-covid-19-in-tanauan/story/
[1] https://www.usatoday.com/story/news/2020/06/18/coronavirus-trumps-meatpacking-order-has-failed-workers/3175621001/
[1] https://www.washingtonpost.com/local/education/coronavirus-sat-act-admission/2020/06/15/18c406dc-acca-11ea-a9d9-a81c1a491c52_story.html#cleardirections
[1] https://on.msnbc.com/2Ye7NzD
[1] https://on.msnbc.com/2CiHyQ5
[1] https://buff.ly/3fC14We
[1] https://www.huffpost.com/entry/honduras-president-coronavirus_n_5eeb14d3c5b6117abf7316d9?ncid=engmodushpmg00000004
[1] https://twitter.com/postopinion_es/status/1273118941569781761

Top URLs in Tweet in G10:
[1] https://www.washingtonpost.com/politics/biden-says-trumps-handling-of-the-coronavirus-pandemic-was-almost-criminal/2020/06/12/f0b11024-acef-11ea-a9d9-a81c1a491c52_story.html
[1] https://twitter.com/CNN/status/1273076925599186945
[1] https://cnn.it/30OJSsk

Top Domains
Top Domains in Tweet in Entire Graph:
[155] twitter.com
[112] bit.ly
[54] com.br
[50] co.uk
[39] youtube.com
[39] theguardian.com
[37] thedailybeast.com
[36] trib.al
[29] ow.ly
[25] pscp.tv

Top Domains in Tweet in G1:
[37] twitter.com
[20] com.br
[12] parliament.uk
[11] theguardian.com
[10] co.uk
[9] linkedin.com
[8] youtube.com
[6] rawstory.com
[5] facebook.com
[5] google.com

Top Domains in Tweet in G2:
[16] gob.ve
[8] mazo4f.com
[6] youtube.com
[4] bit.ly
[3] twitter.com
[3] org.ve
[3] cubadebate.cu
[2] t.me
[2] juventudrebelde.cu
[1] youtu.be

Top Domains in Tweet in G3:
[4] rawstory.com
[2] cnn.com

Top Domains in Tweet in G5:
[27] thedailybeast.com
[4] phoenixnewtimes.com
[2] health24.com
[2] twitter.com
[2] arcgis.com
[1] co.za
[1] amazon.com
[1] azcentral.com
[1] trib.al

Top Domains in Tweet in G6:
[2] rawstory.com
[1] phoenixnewtimes.com
[1] wsj.com
[1] fox4news.com
[1] cnn.com
[1] newsbreak.com

Top Domains in Tweet in G7:
[2] ndtv.com
[1] newswithchai.com
[1] gov.in
[1] theprint.in
[1] bhaskar.com

Top Domains in Tweet in G8:
[3] twitter.com
[1] philstar.com
[1] voanews.com

Top Domains in Tweet in G9:
[11] trib.al
[3] usatoday.com
[2] gmanetwork.com
[2] msnbc.com
[1] washingtonpost.com
[1] buff.ly
[1] huffpost.com
[1] twitter.com
[1] apnews.com

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[419] covid_19
[329] covid19
[133] coronavirus
[104] covid
[38] covid__19
[32] 0.5
[32] AM
[23] 6/17/2020 12:00:00 AM
[22] capacidadcientíficasoberana
[20] cuba



Top Hashtags in Tweet in G1:
[52] covid19
[38] covid_19
[25] coronavirus
[12] covid
[3] staysafe
[3] covid__19
[3] webinar
[3] quédateencasa
[3] awaskorupsisaveekonomi
[2] covid61

Top Hashtags in Tweet in G2:
[17] 0.5
[17] AM
[17] capacidadcientíficasoberana
[16] notimippci
[14] 6/17/2020 12:00:00 AM
[13] covid_19
[8] 2dafasedeflexibilización
[8] chavismounidoalcombate
[7] 6/17/2020 12:00:00 AM
[5] envivo

Top Hashtags in Tweet in G3:
[3] misinformation
[3] republicansvirus

Top Hashtags in Tweet in G5:
[8] covid19
[3] ramaphosaqanda
[2] westerncapecovidupdate
[1] sabcnews

Top Hashtags in Tweet in G6:
[15] coronavirus
[7] arizona
[2] resignnowtrump
[1] anotherstupidrepublican
[1] covid19
[1] covidiot
[1] senateactnow
[1] heroesact
[1] workersfirst
[1] cnnnewsroom

Top Hashtags in Tweet in G7:
[6] covid__19
[4] covid_19
[4] coronavirus
[3] covid19india
[2] indiafightscorona
[2] postpone
[2] anarkali
[2] mughaleazam
[2] covid
[2] covid_19_jagrukta_abhiyan

Top Hashtags in Tweet in G8:
[1] cbms
[1] deputyassistantadministrator
[1] karenpelzman
[1] contraceptive
[1] pregnancies
[1] covid19
[1] healthdisparities
[1] genderlens
[1] pandemicresponse
[1] epidemicpreparedness

Top Hashtags in Tweet in G9:
[1] washingtonpost
[1] collegecounseling
[1] collegeincovid
[1] standardizedtests
[1] collegeconsulting
[1] collegeboard

Top Hashtags in Tweet in G10:
[1] covid19
[1] florida
[1] wakeupamerica
[1] alllivesmatter
[1] magaa2020
[1] antifa
[1] blm
[1] alllivesmattter
[1] runaway
[1] wwg1wga

Top Words
Top Words in Tweet in Entire Graph:
[] Top Word Pairs in Tweet in Entire Graph
[] Entire Graph Count
[] Top Word Pairs in Tweet in G1

Top Words in Tweet in G1:
[631] 19
[618] covid
[52] #covid19
[40] more
[39] cases
[38] #covid_19
[36] pandemic
[28] people
[28] 2020
[25] #coronavirus

Top Words in Tweet in G2:
[102] 19
[98] covid
[45] casos
[42] venezuela
[37] nicolasmaduro
[24] hoy
[21] #17jun
[17] prevención
[17] #capacidadcientíficasoberana
[16] mippcivzla

Top Words in Tweet in G3:
[86] jhendersonjames
[86] 22
[86] people
[85] year
[85] old
[85] grandson
[85] went
[85] party
[85] 30
[85] last

Top Words in Tweet in G4:
[82] ajuda
[81] seguinte
[81] gente
[81] eu
[81] preciso
[81] máximo
[81] conseguir
[81] agr
[81] mãe
[81] crianças

Top Words in Tweet in G5:
[63] sheriff
[59] arizona
[55] covid
[55] 19
[34] lockdown
[34] kylegriffin1
[32] enforce
[32] announced
[32] tested
[32] positive

Top Words in Tweet in G6:
[45] 19
[44] covid
[26] realdonaldtrump
[17] more
[15] #coronavirus
[14] lamb
[11] enforce
[10] trump
[9] refused
[9] cases

Top Words in Tweet in G7:
[38] क
[29] र
[25] स
[20] म
[17] न
[15] व
[13] covid
[13] ल
[12] 19
[10] प

Top Words in Tweet in G8:
[43] covid
[38] 19
[29] vicosotto
[27] signed
[27] appointment
[27] papers
[27] 100
[27] newly
[27] regularized
[27] employees

Top Words in Tweet in G9:
[36] covid
[35] 19
[19] sheriff
[16] washingtonpost
[14] usatoday
[14] positive
[12] vowed
[12] enforce
[12] arizona
[11] gop

Top Words in Tweet in G10:
[58] covid
[57] 19
[37] florida
[31] cases
[28] state
[27] dwuhlfelderlaw
[24] less
[24] 25
[24] icu
[24] beds

Top Word Pairs
Top Word Pairs in Tweet in G2:
[609] covid,19
[26] casos,covid
[15] transmisión,comunitaria
[12] 47,casos
[12] pdte,nicolasmaduro
[11] mippcivzla,#notimippci
[11] 236,casos
[11] importados,covid
[11] casos,positivos
[11] 19,transmisión

Top Word Pairs in Tweet in G3:
[98] 22,year
[20] year,old
[15] old,grandson
[11] grandson,went
[11] went,party
[10] party,30
[8] 30,people
[8] people,last
[8] last,week
[8] week,mask

Top Word Pairs in Tweet in G4:
[85] seguinte,gente
[85] gente,eu
[85] eu,preciso
[85] preciso,máximo
[85] máximo,ajuda
[85] ajuda,conseguir
[85] conseguir,agr
[85] agr,mãe
[85] mãe,crianças
[85] crianças,acabou

Top Word Pairs in Tweet in G5:
[81] covid,19
[81] kylegriffin1,sheriff
[81] tested,positive
[81] sheriff,refused
[81] refused,enforce
[81] enforce,lockdown
[81] sheriff,pinal
[81] pinal,county
[81] county,arizona
[81] arizona,announced

Top Word Pairs in Tweet in G6:
[55] covid,19
[34] refused,enforce
[32] #arizona,sheriff
[31] sheriff,mark
[31] mark,lamb
[31] lamb,refused
[31] enforce,arizona
[31] arizona,#coronavirus
[31] #coronavirus,lockdown
[31] lockdown,orders

Top Word Pairs in Tweet in G7:
[43] covid,19
[8] क,र
[7] स,क
[7] र,न
[7] health,minister
[7] न,म
[7] प,र
[7] tests,day
[7] क,न
[7] म,क

Top Word Pairs in Tweet in G8:
[12] covid,19
[9] signed,appointment
[7] appointment,papers
[6] papers,100
[5] 100,newly
[5] newly,regularized
[5] regularized,employees
[4] employees,streetsweeper
[4] streetsweeper,engineering
[4] engineering,aide

Top Word Pairs in Tweet in G9:
[38] covid,19
[27] positive,covid
[27] sheriff,vowed
[27] vowed,enforce
[27] gop,sheriff
[27] enforce,arizona
[27] arizona,lockdown
[27] lockdown,tested
[27] tested,positive
[27] washingtonpost,gop

Top Word Pairs in Tweet in G10:
[35] covid,19
[14] dwuhlfelderlaw,florida
[12] florida,less
[12] less,25
[11] 25,icu
[11] icu,beds
[11] beds,available
[11] available,covid
[11] 19,cases
[10] cases,skyrocketing

Top Replied-To
Top Replied-To in Entire Graph:
@realdonaldtrump
@amnestykenya
@ulsladeia
@arvindkejriwal
@projectlincoln
@jeremyvineon5
@aoc
@drsanjaygupta
@iol
@avatar12411158

Top Replied-To in G1:

Top Replied-To in G2:
@nicolasmaduro
@dcabellor

Top Replied-To in G3:
@jhendersonjames

Top Replied-To in G5:
@iol
@kylegriffin1

Top Replied-To in G6:
@realdonaldtrump
@projectlincoln
@mmpadellan
@thedemcoalition
@numbersmuncher
@mike_pence
@kayleighmcenany
@senwarren
@svdate
@stopgopplunder

Top Replied-To in G7:
@arvindkejriwal
@drrpnishank
@gtuoffice
@devinabahri02

Top Replied-To in G9:
@washingtonpost
@realdonaldtrump
@tessfortrump

Top Replied-To in G10:
@drsanjaygupta
@dwuhlfelderlaw

Top Mentioned
Top Mentioned in Entire Graph:
@jhendersonjames
@lmjacords
@ajhisnandez
@forensictoxguy
@nicolasmaduro
@benjibacker
@jairbolsonaro
@scotgov
@kylegriffin1
@jkdantas

Top Mentioned in G1:
@emsi_uk
@prometeo_2020
@elmetroenlaweb
@ric9871ric
@tvn24
@menarama
@samajalive
@resistmovetrm
@ktotv
@everyteam_mark

Top Mentioned in G2:
@nicolasmaduro
@mippcivzla
@vtvcanal8
@libertad020
@conelmazodando
@presidencialve
@barrio_tricolor
@dcabellor
@cubacoopera_ve3
@cmdte2daciaped1

Top Mentioned in G3:
@jhendersonjames
@thomaskaine5
@msf_usa
@macmac196210

Top Mentioned in G4:
@lmjacords

Top Mentioned in G5:
@kylegriffin1
@thedailybeast
@presidencyza
@news24
@sethabramson
@teamnews24
@imagineworldas1
@health24com
@gerbjan
@whoafro

Top Mentioned in G6:
@realdonaldtrump
@potus
@drdenagrayson
@mike_pence
@vp
@govabbott
@speakerpelosi
@projectlincoln
@the_resistor
@mmpadellan

Top Mentioned in G7:
@arvindkejriwal
@pmoindia
@drrpnishank
@drharshvardhan
@mohfw_india
@msisodia
@cmodelhi
@ndtvindia
@mygovindia
@arvindrtiwari

Top Mentioned in G8:
@vicosotto
@philstarnews
@lenirobredo
@cahrenpablo
@usaid
@rex_gatchalian
@publicusasia

Top Mentioned in G9:
@washingtonpost
@usatoday
@mikememoli
@msnbc
@huffpost
@gmanews
@nytimes
@ap
@postopinion_es
@cleardirection5

Top Mentioned in G10:
@dwuhlfelderlaw
@joebiden
@drsanjaygupta
@govrondesantis
@cuban_manny
@wickedboston
@counselorsusanr
@urch_mann
@tdots713

Top Tweeters
Top Tweeters in Entire Graph:
@elnacionalweb
@caraotadigital
@amazonhelp
@pulpnews
@el_cooperante
@contrapuntovzla
@market_screener
@lasillarota
@detikcom
@dolartoday

Top Tweeters in G1:
@pulpnews
@market_screener
@bse_news
@jokottenweb
@amigonewsuk
@torreon
@tarlouze
@temponewsroom
@lucas_wyrsch
@iam__network

Top Tweeters in G2:
@conelmazodando
@dpiloncita
@vtvcanal8
@partidopsuv
@rnvinformativa
@joseant72838920
@cancilleriave
@mercedeslouzaod
@iaim_ve
@mippcivzla

Top Tweeters in G3:
@chelsisright
@temmyafc
@jojogogo
@jorgediaz60
@viacheri
@suhithae
@newsericks
@cincomar
@thomaskaine5
@genezog

Top Tweeters in G4:
@ironmanews
@ruthsjournal
@sgzsouvenir
@lovlyjm
@liberianxgirl
@sardinhageds
@louiefeels
@whatdomyself
@marvelenta
@itsellasouza

Top Tweeters in G5:
@sabcnews
@iol
@thedailybeast
@news24
@landnoli
@teamnews24
@corinne4hillary
@tonyracefan
@carlenegarriso6
@mkhodges

Top Tweeters in G6:
@gaetasusan
@cc125
@now_justice
@thedemcoalition
@willapercy
@jwgop
@mmpadellan
@numbersmuncher
@drdenagrayson
@ladonnajames12

Top Tweeters in G7:
@1stindianews
@pib_india
@dainikbhaskar
@ndtvindia
@aamaadmiparty
@bjp4delhi
@josepht55446206
@akshaykumar
@diprrajasthan
@mohfw_india

Top Tweeters in G8:
@philstarnews
@yulyulksus
@knzion_1
@evzescobar
@sandalopam
@mamamayan_
@maryjhoanaaa
@professoruno
@sunflowervinyi
@rex_gatchalian

Top Tweeters in G9:
@gmanews
@huffpost
@dzbb
@foxnews
@nytimes
@washingtonpost
@nypost
@usatoday
@ap
@bbttychmbrs1

Top Tweeters in G10:
@1denmadrid
@squirrel1110
@avonan
@aedaw9i
@lininohio
@shirleydebalsi
@southerntalker
@blumes15
@zidanesboots
@gfeinholtz


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