Coronavirus, Twitter, 5/25/2022 2:00:39 PM, 277017


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Coronavirus_2022-05-25_01-26-41.xlsx
Coronavirus_2022-05-25_01-26-41.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
May 25, 2022
Short Description:
Coronavirus via NodeXL https://bit.ly/39VJ0II
@peterhotez
@drericding
@nytimes
@drpongs
@sz
@christinaberndt
@shomburg
@sander_lab
@carstenbkk
@tagesschau

Top hashtags:
#coronavirus
#covid19
#新型コロナウイルス
#covid
#corona
#monkeypox
#affenpocken
#covid_19
#pandemic

Description:
Description
The graph represents a network of 8,601 Twitter users whose tweets in the requested range contained "Coronavirus", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 25 May 2022 at 08:50 UTC.

The requested start date was Wednesday, 25 May 2022 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, 1-hour, 37-minute period from Sunday, 22 May 2022 at 10:47 UTC to Tuesday, 24 May 2022 at 12:25 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 : 8601
Unique Edges : 4235
Edges With Duplicates : 10958
Total Edges : 15193
Number of Edge Types : 5
Retweet : 4804
MentionsInRetweet : 5375
Tweet : 2859
Replies to : 539
Mentions : 1616
Self-Loops : 2931
Reciprocated Vertex Pair Ratio : 0.00502945825549648
Reciprocated Edge Ratio : 0.010008578781813
Connected Components : 2389
Single-Vertex Connected Components : 1199
Maximum Vertices in a Connected Component : 1142
Maximum Edges in a Connected Component : 2434
Maximum Geodesic Distance (Diameter) : 31
Average Geodesic Distance : 8.499916
Graph Density : 9.45536349207637E-05
Modularity : 0.522446
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 8,601 Twitter users whose tweets in the requested range contained "Coronavirus", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 25 May 2022 at 08:50 UTC.

The requested start date was Wednesday, 25 May 2022 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, 1-hour, 37-minute period from Sunday, 22 May 2022 at 10:47 UTC to Tuesday, 24 May 2022 at 12:25 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 : Coronavirus
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:
[252] https://newsdigest.jp/pages/coronavirus/
[72] https://www.fda.gov/news-events/press-announcements/coronavirus-covid-19-update-fda-expands-eligibility-pfizer-biontech-covid-19-vaccine-booster-dose
[49] https://www.washingtonpost.com/health/2022/05/23/children-coronavirus-vaccine-pfizer-data/
[40] https://www3.nhk.or.jp/news/special/coronavirus/data/
[27] https://justthenews.com/politics-policy/coronavirus/navy-board-votes-unanimously-retain-officer-didnt-commit-misconduct
[22] https://actu.fr/societe/coronavirus/temoignages-covid-19-les-soignants-non-vaccines-reintegres-le-metier-d-infirmiere-c-est-fini_51074762.html
[18] https://jp.reuters.com/article/health-coronavirus-who-taiwan-idJPKCN2N90NC
[17] https://www.hartvannederland.nl/coronavirus/lareb-onderzoekt-opnieuw-de-effecten-van-coronaprik-op
[17] https://www.scotsman.com/health/coronavirus/scot-gov-intervention-delayed-publication-of-covid-deaths-by-care-home-3298795?amp
[16] http://www.nhs.uk/conditions/coronavirus-covid-19/coronavirus-vaccination/coronavirus-vaccine

Top URLs in Tweet in G1:
[21] https://www.washingtonpost.com/health/2022/05/23/children-coronavirus-vaccine-pfizer-data/
[13] https://www3.nhk.or.jp/news/special/coronavirus/data/
[10] https://fij.info/coronavirus-feature/overseas#tempo0211
[9] https://justthenews.com/politics-policy/coronavirus/navy-board-votes-unanimously-retain-officer-didnt-commit-misconduct
[6] https://t.me/Dr_varis
[6] https://api.whatsapp.com/send/?phone=%2B33644659168&text&app_absent=0
[6] https://www.washingtonpost.com/health/2022/05/20/tracking-coronavirus-variants-animals/
[6] https://www.newyorker.com/news/daily-comment/will-the-coronavirus-pandemic-ever-end
[6] https://www.elperiodico.com/es/sucesos/20220524/presidente-pharmamar-investigado-falsos-vacunados-13699139
[6] https://www.youtube.com/watch?v=YioM9mX5KM0


Top URLs in Tweet in G2:
[9] https://www.ctvnews.ca/health/coronavirus/trained-dogs-can-identify-covid-19-by-sniffing-skin-swabs-study-1.5914879?cid=sm%3Atrueanthem%3A%7B%7Bcampaignname%7D%7D%3Atwitterpost%E2%80%8B&taid=628b6cbf5430b80001b700c0&utm_campaign=trueAnthem%3A+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[8] https://www.ctvnews.ca/health/coronavirus/the-covid-pandemic-is-most-certainly-not-over-who-chief-1.5914437?cid=sm%3Atrueanthem%3A%7B%7Bcampaignname%7D%7D%3Atwitterpost%E2%80%8B&taid=628af8ba5430b80001b6f4a7&utm_campaign=trueAnthem%3A+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[5] https://www.ctvnews.ca/health/coronavirus/canadian-study-finds-link-between-air-pollution-and-severity-of-covid-19-infection-1.5915665?cid=sm%3Atrueanthem%3A%7B%7Bcampaignname%7D%7D%3Atwitterpost%E2%80%8B&taid=628cc1c27f522f00015886ef&utm_campaign=trueAnthem%3A+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[3] https://www.theguardian.com/world/ng-interactive/2022/may/24/are-uk-coronavirus-are-cases-going-down-or-harder-to-count?utm_term=Autofeed&CMP=twt_gu&utm_medium&utm_source=Twitter#Echobox=1653394791
[3] https://www.washingtonpost.com/health/2022/05/23/children-coronavirus-vaccine-pfizer-data/
[3] https://www.ctvnews.ca/health/coronavirus/sweden-5th-covid-19-shot-to-people-over-65-pregnant-women-1.5915636?cid=sm%3Atrueanthem%3A%7B%7Bcampaignname%7D%7D%3Atwitterpost%E2%80%8B&taid=628ca59f5430b80001b731f6&utm_campaign=trueAnthem%3A+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[2] https://www.ctvnews.ca/health/coronavirus/the-covid-pandemic-is-most-certainly-not-over-who-chief-1.5914437?cid=sm%3Atrueanthem%3A%7B%7Bcampaignname%7D%7D%3Atwitterpost%E2%80%8B&taid=628abcf25430b80001b6ef2b&utm_campaign=trueAnthem%3A+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[2] https://www.ctvnews.ca/health/coronavirus/pfizer-says-3-covid-shots-protect-children-under-5-1.5915112?cid=sm%3Atrueanthem%3A%7B%7Bcampaignname%7D%7D%3Atwitterpost%E2%80%8B&taid=628bd62e5430b80001b70e40&utm_campaign=trueAnthem%3A+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[1] https://trib.al/ZY8fZG3
[1] https://trib.al/XG91BfA

Top URLs in Tweet in G3:
[5] https://actu.fr/societe/coronavirus/temoignages-covid-19-les-soignants-non-vaccines-reintegres-le-metier-d-infirmiere-c-est-fini_51074762.html
[2] https://www.preuvesduparanormal.fr/2020/10/26/un-texte-tibetain-vieux-de-2500-ans-decrit-avec-precision-le-coronavirus-et-son-epidemie/

Top URLs in Tweet in G5:
[70] https://www.fda.gov/news-events/press-announcements/coronavirus-covid-19-update-fda-expands-eligibility-pfizer-biontech-covid-19-vaccine-booster-dose
[12] https://actu.fr/societe/coronavirus/temoignages-covid-19-les-soignants-non-vaccines-reintegres-le-metier-d-infirmiere-c-est-fini_51074762.html
[4] https://www.laprovence.com/actu/en-direct/6775710/coronavirus-le-vaccin-pfizer-efficace-pour-les-moins-de-5-ans-avec-trois-doses.html#xtor=Nonli
[3] https://www.ema.europa.eu/en/human-regulatory/overview/public-health-threats/coronavirus-disease-covid-19/treatments-vaccines/vaccines-covid-19/safety-covid-19-vaccines
[2] https://www.anguillesousroche.com/etats-unis/elon-musk-refuse-de-se-faire-vacciner-contre-le-coronavirus-et-traite-bill-gates-de-cretin/
[1] https://twitter.com/ap_europe/status/1529034796529291264
[1] https://twitter.com/EricBillyFR/status/1528961777110761473
[1] https://www.francetvinfo.fr/replay-radio/le-vrai-du-faux/est-ce-qu-une-simulation-d-une-pandemie-de-coronavirus-a-eu-lieu-en-octobre-2019-a-new-york-comme-l-affirme-philippe-de-villiers_4356501.html
[1] https://www.nti.org/analysis/articles/strengthening-global-systems-to-prevent-and-respond-to-high-consequence-biological-threats/
[1] https://www.sciencesetavenir.fr/sante/maladie-enfant/hepatites-chez-les-enfants-la-piste-du-coronavirus-prend-de-la-force_163573

Top URLs in Tweet in G7:
[9] https://www.investing.com/news/coronavirus/who-working-on-more-monkeypox-guidance-as-cases-rise--senior-adviser-2828748
[2] https://www.kgun9.com/news/national/coronavirus/study-estrogen-may-help-womens-covid-19-survival-rates
[1] https://trib.al/pw5Ivz7
[1] https://nyti.ms/3G3bfBo
[1] https://nyti.ms/3wzLOV8
[1] https://trib.al/3WuUir5
[1] https://nyti.ms/384n4e1
[1] https://nyti.ms/3LFFq2B
[1] https://nyti.ms/3G84nmr
[1] https://nyti.ms/3y6MPl2

Top URLs in Tweet in G8:
[14] https://www.dw.com/es/b%C3%A9lgica-botar%C3%A1-13-millones-de-dosis-contra-el-coronavirus/a-61899182
[9] https://www.elperiodico.com/es/sucesos/20220524/presidente-pharmamar-investigado-falsos-vacunados-13699139?utm_source=twitter&utm_medium=social&utm_campaign=btn-share
[1] https://www.epe.es/es/sucesos/20220524/presidente-pharmamar-lista-falsos-vacunados-covid-13698623
[1] https://www.elperiodico.com/es/sucesos/20220524/presidente-pharmamar-investigado-falsos-vacunados-13699139
[1] https://www.epe.es/es/sucesos/20220524/presidente-pharmamar-lista-falsos-vacunados-covid-1
[1] https://www.eldia.es/sucesos/2022/05/24/presidente-empresa-farmaceutica-investigado-falsos-vacunados-66459629.html

Top URLs in Tweet in G9:
[12] https://justthenews.com/politics-policy/coronavirus/navy-board-votes-unanimously-retain-officer-didnt-commit-misconduct?utm_medium=social_media&utm_source=twitter_social_icon&utm_campaign=social_icons
[2] https://justthenews.com/politics-policy/coronavirus/navy-board-votes-unanimously-retain-officer-didnt-commit-misconduct
[1] https://virological.org/t/analysis-of-wuhan-coronavirus-deja-vu/357/4
[1] https://www.ofcom.org.uk/tv-radio-and-on-demand/information-for-industry/guidance/broadcast-standards-and-coronavirus
[1] https://www.telegraph.co.uk/politics/2020/06/09/school-age-children-likely-hit-lightning-die-coronavirus-oxbridge/

Top URLs in Tweet in G10:
[5] http://beautifulskinyourin.com/beautiful-skin-your-in-quick-and-dirty-news-brief/
[3] https://ilgiunco.net/
[3] https://www.studio.fm.br/2022/05/coreia-do-norte-diz-que-situacao-da-covid-19-esta-sob-controle/?feed_id=120447&_unique_id=628cb18d71069
[3] https://ifttt.com/images/no_image_card.png
[2] https://digitalclippingservice.com/
[2] http://sotry.jp/%E3%83%96%E3%83%AD%E3%82%B0/%E7%95%AA%E7%B5%84%E5%88%B6%E4%BD%9C%E6%96%B9%E9%87%9D/
[2] https://www.clinicaltrials.gov/
[2] https://dailykhabrain.com.pk/2022/05/22/274809/
[2] https://dhakamail.com/health/17968
[2] https://www.1lurer.am/en/2022/05/23/Update-22-new-cases-of-coronavirus-were-confirmed-on-May-17-23-150-citizens-recovered/727170

Top Domains
Top Domains in Tweet in Entire Graph:
[252] newsdigest.jp
[137] twitter.com
[98] washingtonpost.com
[88] or.jp
[85] fda.gov
[80] trib.al
[77] co.uk
[72] reuters.com
[66] nhs.uk
[52] theguardian.com

Top Domains in Tweet in G1:
[44] washingtonpost.com
[42] twitter.com
[32] or.jp
[30] co.uk
[26] com.ar
[23] mortgageshop.com
[21] nhs.uk
[21] youtube.com
[18] trib.al
[16] blogspot.com

Top Domains in Tweet in G2:
[31] ctvnews.ca
[7] theguardian.com
[3] trib.al
[3] washingtonpost.com
[1] nymag.com
[1] apnews.com
[1] thedailybeast.com
[1] nyti.ms
[1] nyc.gov
[1] cdc.gov

Top Domains in Tweet in G3:
[5] actu.fr
[2] preuvesduparanormal.fr

Top Domains in Tweet in G5:
[75] fda.gov
[12] actu.fr
[5] laprovence.com
[4] twitter.com
[3] europa.eu
[2] anguillesousroche.com
[1] francetvinfo.fr
[1] nti.org
[1] sciencesetavenir.fr

Top Domains in Tweet in G7:
[9] nyti.ms
[9] investing.com
[5] nytimes.com
[3] kgun9.com
[2] substack.com
[2] trib.al

Top Domains in Tweet in G8:
[14] dw.com
[12] elperiodico.com
[3] epe.es
[1] eldia.es

Top Domains in Tweet in G9:
[14] justthenews.com
[1] virological.org
[1] org.uk
[1] co.uk

Top Domains in Tweet in G10:
[35] instagram.com
[11] twitter.com
[6] ilgiunco.net
[5] beautifulskinyourin.com
[5] theguardian.com
[4] foxnews.com
[4] sky.com
[3] clinicaltrials.gov
[3] fm.br
[3] ifttt.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1028] coronavirus
[925] covid19
[224] 新型コロナウイルス
[149] covid
[113] corona
[103] monkeypox
[80] affenpocken
[52] covid_19
[50] pandemic
[46] omicron



Top Hashtags in Tweet in G1:
[302] coronavirus
[178] covid19
[41] covid
[26] monkeypox
[21] covid_19
[20] corona
[20] news
[15] health
[14] omicron
[12] who

Top Hashtags in Tweet in G2:
[102] covid19
[2] longcovid
[1] britain

Top Hashtags in Tweet in G5:
[5] coronavirus
[5] pfizer

Top Hashtags in Tweet in G6:
[1] borisjohnson
[1] twitter
[1] poll
[1] covid19

Top Hashtags in Tweet in G7:
[2] wahis
[2] sarscov2
[1] vaccination
[1] covid19
[1] covid
[1] covidisnotover

Top Hashtags in Tweet in G8:
[16] pharmamar
[14] coronavirus
[2] covid19
[1] monkeypox

Top Hashtags in Tweet in G10:
[171] coronavirus
[62] covid19
[28] usa
[19] estadosunidos
[16] covid
[14] news
[11] pandemic
[11] omicron
[9] health
[9] colombia

Top Words
Top Words in Tweet in Entire Graph:
[3026] coronavirus
[1617] covid
[1028] #coronavirus
[925] #covid19
[848] 19
[588] soignants
[502] pfizer
[458] vaccine
[416] cases
[390] more

Top Words in Tweet in G1:
[689] coronavirus
[393] covid
[302] #coronavirus
[265] 19
[178] #covid19
[148] cases
[104] pfizer
[98] more
[93] vaccine
[91] data

Top Words in Tweet in G2:
[190] kids
[190] pfizer
[186] shot
[184] 80
[150] covid
[141] vaccine
[105] drericding
[102] #covid19
[101] symptomatic
[101] efficacy

Top Words in Tweet in G3:
[521] soignants
[261] non
[261] vaccinés
[261] réintégrés
[260] exile
[260] suisse
[260] obligation
[260] vaccinale
[260] ndlr
[260] où

Top Words in Tweet in G4:
[260] coronavirus
[256] chorisauri0
[256] principio
[256] decía
[256] cómo
[256] grave
[256] nombre
[256] ajajaja
[256] dudas
[256] mejor

Top Words in Tweet in G5:
[84] ans
[80] fda
[75] scandaleux
[75] faîtes
[75] votre
[75] travail
[75] journalistes
[75] approuve
[74] banounhelene
[72] booster

Top Words in Tweet in G6:
[123] party
[123] coronavirus
[122] johnson
[102] supertanskiii
[81] during
[74] england
[73] week
[73] pissed
[73] moët
[73] 12

Top Words in Tweet in G7:
[97] spread
[91] nytimes
[90] monkeypox
[87] coronavirus
[83] virus
[74] asked
[63] same
[61] way
[61] experts
[61] better

Top Words in Tweet in G8:
[102] contra
[87] vacunados
[86] presidente
[86] falsos
[85] españa
[61] lista
[60] principales
[60] empresas
[60] farmacéuticas
[48] finanzas_times

Top Words in Tweet in G9:
[77] rebuke
[77] pentagon
[77] navy
[77] board
[77] finds
[77] vax
[77] objector
[77] amid
[77] questions
[77] lawfulness

Top Words in Tweet in G10:
[171] #coronavirus
[83] casos
[62] #covid19
[52] recuperados
[36] covid
[33] coronavirus
[28] #usa
[27] muertes
[26] personas
[25] 22

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[764] covid,19
[295] exile,suisse
[295] suisse,obligation
[295] obligation,vaccinale
[282] soignants,non
[281] non,vaccinés
[280] vaccinés,réintégrés
[268] soignants,ndlr
[268] où,lui
[267] réintégrés,exile

Top Word Pairs in Tweet in G1:
[241] covid,19
[50] 19,vaccine
[49] #coronavirus,#covid19
[43] pfizer,covid
[37] coronavirus,pandemic
[33] coronavirus,cases
[31] #covid19,#coronavirus
[30] kids,under
[28] 100,000
[25] data,shows

Top Word Pairs in Tweet in G2:
[105] vaccine,kids
[100] 80,symptomatic
[100] symptomatic,efficacy
[100] efficacy,pfizer
[100] pfizer,#covid19
[100] #covid19,vaccine
[100] kids,6months
[100] 6months,years
[100] years,old
[100] old,shot

Top Word Pairs in Tweet in G3:
[261] soignants,non
[261] non,vaccinés
[261] vaccinés,réintégrés
[260] réintégrés,exile
[260] exile,suisse
[260] suisse,obligation
[260] obligation,vaccinale
[260] vaccinale,soignants
[260] soignants,ndlr
[260] ndlr,où

Top Word Pairs in Tweet in G4:
[256] principio,decía
[256] decía,cómo
[256] cómo,grave
[256] grave,coronavirus
[256] coronavirus,nombre
[256] nombre,ajajaja
[256] ajajaja,dudas
[256] dudas,mejor
[256] mejor,abstengo
[255] chorisauri0,principio

Top Word Pairs in Tweet in G5:
[75] scandaleux,faîtes
[75] faîtes,votre
[75] votre,travail
[75] travail,journalistes
[75] journalistes,fda
[75] fda,approuve
[72] approuve,booster
[55] booster,11
[55] 11,ans
[50] banounhelene,scandaleux

Top Word Pairs in Tweet in G6:
[73] week,johnson
[73] johnson,pissed
[73] pissed,moët
[73] moët,party
[73] party,12
[73] 12,254
[73] 254,people
[73] people,england
[73] england,wales
[73] wales,died

Top Word Pairs in Tweet in G7:
[81] monkeypox,virus
[81] virus,spread
[61] spread,same
[61] same,way
[61] way,coronavirus
[61] coronavirus,asked
[61] asked,experts
[61] experts,better
[59] nytimes,monkeypox
[59] better,unders

Top Word Pairs in Tweet in G8:
[86] falsos,vacunados
[86] vacunados,contra
[61] lista,falsos
[60] presidente,principales
[60] principales,empresas
[60] empresas,farmacéuticas
[37] farmacéuticas,españa
[37] españa,lista
[25] operación,jenner
[25] jenner,presidente

Top Word Pairs in Tweet in G9:
[77] rebuke,pentagon
[77] pentagon,navy
[77] navy,board
[77] board,finds
[77] finds,vax
[77] vax,objector
[77] objector,amid
[77] amid,questions
[64] questions,mandate
[64] mandate,lawfulness

Top Word Pairs in Tweet in G10:
[22] #covid19,#coronavirus
[22] recuperados,cierra
[22] mayo,2022
[22] 2022,cuanto
[22] cuanto,avance
[22] avance,#coronavirus
[22] casos,recuperados
[22] casos,muerte
[21] covid,19
[20] 948,623

Top Replied-To
Top Replied-To in Entire Graph:
@539th
@bmg_bund
@cat_coronavirus
@biorxivpreprint
@beckycnn
@gbnews
@jschmitzleipzig
@jeffreyatucker
@horaciorubio97
@acyn

Top Replied-To in G2:
@hawksfan7358

Top Replied-To in G4:
@chorisauri0

Top Replied-To in G5:
@banounhelene
@le_parisien
@laprovence
@lerouxarthur10
@ericbillyfr
@verocesttout
@pinkmoback
@aldosterone111

Top Replied-To in G7:
@jamiedupree
@joncoopertweets

Top Replied-To in G8:
@elperiodico

Top Replied-To in G9:
@asrayagiriraj
@brydenbradley
@ronniecoot

Top Replied-To in G10:
@skynews
@csjthinktank
@frankgwest
@albomp

Top Mentioned
Top Mentioned in Entire Graph:
@gkierzek
@chorisauri0
@newsdigestweb
@drericding
@supertanskiii
@nytimes
@peterhotez
@banounhelene
@shomburg
@jsolomonreports

Top Mentioned in G1:
@annasturmsub8
@eldiario_net
@silooch
@jtah_1990
@akakakakakjy
@efeu62112443
@marlenediaz929
@dbhaskarhindi
@euraxess_korea
@gloriak58343075

Top Mentioned in G2:
@drericding
@peterhotez
@washingtonpost
@ctvnews
@meetjess
@thedailybeast
@guardian
@herschelwalker
@bhrenton
@keitholbermann

Top Mentioned in G3:
@gkierzek
@fatkombak
@preuvesduparan1
@ambre_chanal

Top Mentioned in G4:
@chorisauri0
@alertanews24

Top Mentioned in G5:
@banounhelene
@dover63a
@medic4allhuman
@ericbillyfr
@laprovence
@p_duval
@verity_france
@gkierzek
@le_parisien
@nikon56

Top Mentioned in G6:
@supertanskiii
@politicspollss
@indigofast
@drericding

Top Mentioned in G7:
@nytimes
@jamiedupree
@nytopinion
@investingcom
@bgproudfoot
@oieanimalhealth
@peterhotez
@kgun9
@unsplash
@draliskhan

Top Mentioned in G8:
@finanzas_times
@danialonpri
@elperiodico
@eleuteria_ddff
@repentinitis2
@karycaicedo
@rsarille4
@albernap
@clarsss7654321
@melasudaoficial

Top Mentioned in G9:
@jsolomonreports
@justthenews
@jikkyleaks
@charlesrixey
@monarahalkar
@deinertdoc
@gdemaneuf
@daoyu15
@theseeker268
@billsonofbill

Top Mentioned in G10:
@borisjohnson
@skynews
@ronronkmfa
@beautyskinyourn
@24horastvn
@jdkellyg
@sol_danmeri
@covid_evidence
@helsinkiuni
@realdonaldtrump

Top Tweeters
Top Tweeters in Entire Graph:
@caraotadigital
@ja8yum
@infoitinterno
@jornalistavitor
@knewz_currently
@recentlatestvia
@myfavoritescene
@sunoticiero
@berkleybearnews
@chidambara09

Top Tweeters in G1:
@caraotadigital
@infoitinterno
@knewz_currently
@recentlatestvia
@sunoticiero
@berkleybearnews
@tommybrain
@zyitegadgets
@iacobellist
@andyvermaut

Top Tweeters in G2:
@shirley10090505
@guardian
@manchuriandevil
@llama_strudel
@kaffe_takk
@abramson1234
@terpsichore_los
@boris3324
@wavetop
@dianeeugenio

Top Tweeters in G3:
@mi1789
@barberis888
@krystyan45
@sarah41659531
@nouveau_papy
@1001portails_fr
@l_oranaise_
@musulmanfrance
@myriamjerome
@andre002nicolas

Top Tweeters in G4:
@analiagoffi
@ksysunshinex
@desencadenadaok
@francylorena
@mconsuelofg
@danidiazc_
@pezzaholic
@m4timercado
@emilygvr
@lalitamomoo

Top Tweeters in G5:
@yvespdb
@le_parisien
@lopezdominique2
@talullabellefle
@william85837998
@populiste63
@gmirlt
@annek993
@laprovence
@magafrance

Top Tweeters in G6:
@hazelglasgow
@mckinlay_liz
@mrs_coyle
@ht4ecosocialism
@bernardmceldown
@knitagran
@garrylloydthom2
@teresaweath
@whyohwhyfather
@crednescodpeace

Top Tweeters in G7:
@pollsstar
@painter_nancy
@feinberg_linda
@nytimes
@joncoopertweets
@vivigreice20
@nancychadbourne
@makiron4
@mojamesapted
@deduped_nytimes

Top Tweeters in G8:
@elperiodico
@luka63
@eldia
@engineer__28
@franjota
@jannymir
@luislasala1
@vadodecaza1
@hmadrid1509
@arnelasjmgf

Top Tweeters in G9:
@roncoleman
@jeaniefaetroonj
@kjon1234561234
@scepticalaussie
@sgtwoodybt
@scottwickman
@sonorandesertra
@patrioticcougar
@vickideejay
@rose33090

Top Tweeters in G10:
@scott1984fp
@24horastvn
@bizitalk
@skynews
@iggy
@latribunahn
@evidencerobot
@modernworldcen
@pandascottish
@imelda_mairead