COVID, Twitter, 5/27/2022 9:43:47 AM, 277144


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COVID_2022-05-27_00-42-59.xlsx
COVID_2022-05-27_00-42-59.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
May 27, 2022
Short Description:
COVID via NodeXL https://bit.ly/3LMaD4s
@borisjohnson
@jneill
@herebeproof
@dejoker305
@mpc_xetts
@ftkzimula
@us_fda
@pfizer
@netivajak
@moderna_tx

Top hashtags:
#covid
#covid19
#longcovid
#suegrayreport
#suegray
#covid_19
#partygate
#saveghananow
#miclapproductivo

Description:
Description
The graph represents a network of 11,302 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, 27 May 2022 at 07:56 UTC.

The requested start date was Friday, 27 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, 0-hour, 3-minute period from Tuesday, 24 May 2022 at 12:16 UTC to Thursday, 26 May 2022 at 12:19 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 : 11302
Unique Edges : 6744
Edges With Duplicates : 11085
Total Edges : 17829
Number of Edge Types : 5
Retweet : 5124
MentionsInRetweet : 6070
Mentions : 2413
Tweet : 3035
Replies to : 1187
Self-Loops : 3080
Reciprocated Vertex Pair Ratio : 0.00658178679326716
Reciprocated Edge Ratio : 0.0130775002679816
Connected Components : 3304
Single-Vertex Connected Components : 1048
Maximum Vertices in a Connected Component : 1248
Maximum Edges in a Connected Component : 2608
Maximum Geodesic Distance (Diameter) : 30
Average Geodesic Distance : 8.791577
Graph Density : 7.30403617014457E-05
Modularity : 0.589062
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 11,302 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, 27 May 2022 at 07:56 UTC.

The requested start date was Friday, 27 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, 0-hour, 3-minute period from Tuesday, 24 May 2022 at 12:16 UTC to Thursday, 26 May 2022 at 12:19 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:
[20] https://www.abc.es/sociedad/abci-presidente-farmaceutica-pharmamar-y-familia-entre-2200-falsos-vacunados-covid-202205241509_noticia.html#vca=rrss&vmc=abc-es&vso=tw&vli=cm-general&_tcode=ZDN2Z2U1
[14] https://www.theguardian.com/commentisfree/2022/may/24/boris-johnson-party-nhs-doctors-covid-rules?CMP=share_btn_tw
[13] https://www.lavanguardia.com/vida/20220525/8292720/espana-notifica-434-muertes-70-965-reacciones-adversas-vacuna-covid-19.html
[13] https://www.theguardian.com/commentisfree/2022/may/24/boris-johnson-party-nhs-doctors-covid-rules?CMP=Share_iOSApp_Other
[13] https://www.gov.uk/government/publications/findings-of-the-second-permanent-secretarys-investigation-into-alleged-gatherings-on-government-premises-during-covid-restrictions?utm_medium=email&utm_campaign=govuk-notifications-topic&utm_source=e7f100f8-1e9b-4ee0-bde9-83cded1cf523&utm_content=immediately
[9] https://www.opendemocracy.net/en/partygate-sue-gray-cleaners-security-guards-laughed-covid/?utm_source=tw
[8] https://www.granma.cu/cuba/2022-05-24/doce-dias-sin-fallecidos-por-covid-19-en-cuba
[8] https://www.nature.com/articles/s41591-022-01840-0
[8] https://www.liberoquotidiano.it/news/personaggi/31744897/fuori-dal-coro-giovanni-frajese-vaccino-dna-alterato-effetto-genotossico-cancro.html
[8] https://www.foxnews.com/politics/biden-covid-relief-millions-climate-social-justice

Top URLs in Tweet in G1:
[4] https://www.cnn.com/2022/05/25/uk/boris-johnson-sue-gray-partygate-report-gbr-intl/index.html
[3] https://twitter.com/Sarahzafazira/status/1526758168730120192/photo/1
[3] https://www.statnews.com/2022/05/25/viruses-that-were-on-hiatus-during-covid-are-back-and-behaving-in-unexpected-ways/
[3] https://www.nhpr.org/nh-news/2022-05-24/for-n-h-residents-with-myalgic-encephalomyelitis-chronic-fatigue-syndrome-long-covid-doesnt-look-so-unfamiliar
[2] https://medicalxpress.com/news/2022-05-discovery-mechanism-mysterious-covid-symptoms.html
[2] https://bangkokjack.com/2022/05/24/changes-thailands-covid-restrictions/
[2] https://twitter.com/_News_24_/status/1529401256799784962
[2] https://theirishsentinel.com/2022/05/24/mass-die-off-close-to-180000-died-within-60-days-of-covid-19-vaccination-england-statistics-office-makes-stunning-admission/
[2] https://twitter.com/i/events/1529033657293238272
[2] https://twitter.com/i/events/1527649305166852096

Top URLs in Tweet in G2:
[5] https://www.telegraph.co.uk/news/2022/05/26/exclusive-covid-like-monkeypox-dashboard-developed-track-rising/
[5] https://www.fda.gov/news-events/press-announcements/coronavirus-covid-19-update-fda-expands-eligibility-pfizer-biontech-covid-19-vaccine-booster-dose
[4] https://www.lejournaltoulousain.fr/sante/toulouse-vaccins-covid-declarations-effets-indesirables-explosent-121343/
[4] https://www.lefigaro.fr/conjoncture/comment-la-crise-du-covid-a-fait-la-fortune-des-pharmacies-francaises-20220523
[3] https://www.publicsenat.fr/article/societe/troubles-menstruels-et-vaccination-anti-covid-un-effet-indesirable-encore-non
[3] https://www.leparisien.fr/societe/sante/covid-19-pfizer-affirme-que-son-vaccin-pour-les-moins-de-5-ans-est-efficace-avec-trois-doses-23-05-2022-YXVYQTEKCFHR3DN2TAIE3FPSI4.php
[2] http://videos.senat.fr/video.2908931_628cbfd4c67cf.declaration-analyse-et-communication-autour-des-effets-indesirables-des-vaccins-contre-la-covid-19
[2] https://www.has-sante.fr/jcms/p_3341233/fr/covid-19-anticiper-une-vaccination-periodique-des-plus-fragiles
[2] https://www.aimsib.org/en/2020/08/23/covid-graves-admettre-lexistence-des-anticorps-facilitateurs/
[2] https://www.aimsib.org/2020/05/03/vaccin-anti-covid-19-et-immunite-de-groupe-cest-non-et-encore-non/

Top URLs in Tweet in G3:
[9] https://www.theguardian.com/commentisfree/2022/may/24/boris-johnson-party-nhs-doctors-covid-rules?CMP=Share_iOSApp_Other
[7] https://www.theguardian.com/commentisfree/2022/may/24/boris-johnson-party-nhs-doctors-covid-rules?CMP=share_btn_tw
[4] https://www.dailymail.co.uk/news/article-10847541/Labour-MP-Jess-Phillips-comes-fire-breaking-rules-declaring-outside-earnings.html
[1] https://twitter.com/GwynneMP/status/1529794140543893504
[1] https://twitter.com/sajidjavid/status/1529765303625850882
[1] https://twitter.com/Peston/status/1529414380483379202
[1] https://twitter.com/sashajourno/status/1529763965991112705
[1] https://twitter.com/tigresseleanor/status/1529019938484146177
[1] https://www.pressandjournal.co.uk/fp/news/highlands-islands/4009481/crown-office-considers-reports-into-11-covid-deaths-at-skye-care-home/
[1] https://www.theguardian.com/commentisfree/2022/may/24/boris-johnson-party-nhs-doctors-covid-rules

Top URLs in Tweet in G4:
[3] https://covidactuaries.org/2022/05/24/long-covid-2/
[1] https://twitter.com/zalaly/status/1529494832489672710
[1] https://www.mirror.co.uk/news/politics/breaking-boris-johnson-self-isolating-23015182
[1] https://www.bma.org.uk/bma-media-centre/gp-data-testament-to-staff-but-clock-is-ticking-on-addressing-workforce-crisis-says-bma
[1] https://www.uk-reach.org/main/coronabee/pis

Top URLs in Tweet in G5:
[2] https://sciencenews.dk/en/microclots-explain-why-1-in-10-people-continue-having-long-covid-symptoms
[2] https://www.nytimes.com/2022/05/24/health/long-covid-infections.html
[2] https://www.oxfam.org/en/research/profiting-pain
[2] https://newrepublic.com/article/166573/reinfection-ba2-omicron-covid
[1] https://www.cnn.com/travel/article/cdc-covid-travel-risk-destinations-may-23/index.html
[1] https://www.cdc.gov/coronavirus/2019-ncov/long-term-effects/index.html
[1] https://www.nhregister.com/news/article/Long-COVID-fatigue-may-not-be-a-heart-or-lung-16923127.php
[1] https://www.washingtonpost.com/health/2022/05/25/long-covid-vaccines-slight-protection/
[1] https://www.medrxiv.org/content/10.1101/2022.04.25.22274300v1
[1] https://www.nytimes.com/2022/05/24/health/long-covid-infections.html?referringSource=articleShare

Top URLs in Tweet in G6:
[1] https://www.wired.com/story/the-teeny-tiny-scientific-screwup-that-helped-covid-kill/
[1] https://twitter.com/pandemicaid_net/status/1526537962619654147
[1] https://onlinelibrary.wiley.com/doi/10.1111/imm.13443?cookieSet=1
[1] https://nypost.com/2020/11/09/cuomo-emerges-as-stumbling-block-to-pfizer-covid-19-vaccine-rollout/

Top URLs in Tweet in G7:
[3] https://www.tes.com/magazine/news/general/fifty-officials-invited-dfe-covid-christmas-drinks
[1] http://www.msn.com/en-gb/health/medical/nhs-intensive-care-staff-suffered-same-levels-of-ptsd-during-covid-as-afghanistan-combat-veterans/ar-AAXF4TB?ocid=st
[1] https://twitter.com/electpoliticsuk/status/1529380818027745282

Top URLs in Tweet in G9:
[2] https://twitter.com/RakeshTikaitBKU/status/1529479096618524674
[1] https://twitter.com/SushilModi/status/1507240884366049283?t=bZZy4YI8NVY0zYtHXrmF-w&s=19
[1] https://nm-4.com/nR1EeP
[1] https://twitter.com/KumarAb92804282/status/1529423213796569088
[1] https://www.cowin.gov.in:443/

Top URLs in Tweet in G10:
[5] https://www.businessinsider.com/pfizer-ceo-constant-waves-covid-19-coronavirus-complacency-albert-bourla-2022-5
[2] https://www.nationalreview.com/2022/05/bidens-covid-policy-is-incoherent-but-thats-politics/

Top Domains
Top Domains in Tweet in Entire Graph:
[345] twitter.com
[73] co.uk
[48] theguardian.com
[37] youtube.com
[31] theepochtimes.com
[29] nytimes.com
[26] reuters.com
[26] abc.es
[23] trib.al
[21] gov.uk

Top Domains in Tweet in G1:
[124] twitter.com
[17] co.uk
[10] theguardian.com
[8] com.br
[8] com.ar
[7] blogspot.com
[6] nytimes.com
[6] cnn.com
[5] youtube.com
[4] washingtonpost.com

Top Domains in Tweet in G2:
[13] twitter.com
[6] co.uk
[5] francesoir.fr
[5] fda.gov
[5] leparisien.fr
[5] lefigaro.fr
[4] senat.fr
[4] aimsib.org
[4] lejournaltoulousain.fr
[3] medias-presse.info

Top Domains in Tweet in G3:
[17] theguardian.com
[8] twitter.com
[6] co.uk
[2] bit.ly
[1] tes.com
[1] gov.uk
[1] sky.com
[1] nursingtimes.net

Top Domains in Tweet in G4:
[3] covidactuaries.org
[1] twitter.com
[1] co.uk
[1] org.uk
[1] uk-reach.org

Top Domains in Tweet in G5:
[4] cdc.gov
[4] nytimes.com
[2] cnn.com
[2] sciencenews.dk
[2] twitter.com
[2] oxfam.org
[2] theepochtimes.com
[2] newrepublic.com
[1] nhregister.com
[1] washingtonpost.com

Top Domains in Tweet in G6:
[1] wired.com
[1] twitter.com
[1] wiley.com
[1] nypost.com

Top Domains in Tweet in G7:
[3] tes.com
[1] msn.com
[1] twitter.com

Top Domains in Tweet in G9:
[4] twitter.com
[1] nm-4.com
[1] gov.in

Top Domains in Tweet in G10:
[5] businessinsider.com
[2] nationalreview.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[231] covid
[115] covid19
[70] longcovid
[70] suegrayreport
[62] suegray
[52] covid_19
[40] partygate
[39] saveghananow
[28] miclapproductivo
[26] brexit



Top Hashtags in Tweet in G1:
[58] covid
[16] covid19
[14] cz43capital
[12] d431
[9] 5/25/2022 12:00:00 AM
[8] covid_19
[7] monkeypox
[6] coronavirus
[6] 5/24/2022 12:00:00 AM
[6] pichincha200años

Top Hashtags in Tweet in G2:
[13] soignantssuspendus
[3] pfizer
[3] mauricette
[3] covid
[3] pandémie
[3] effetsecondaires
[2] bourla
[2] hopitaux
[2] covid_19
[2] alire

Top Hashtags in Tweet in G3:
[57] suegray
[12] partygatephotos
[11] borisjohnsonout
[6] pmqs
[4] covid
[4] partygate
[4] suegrayreport
[2] liarjohnson
[2] brexit
[2] dominiccummings

Top Hashtags in Tweet in G4:
[2] r4today
[2] johnsonout121
[2] covid
[1] ripemmanuelgomez
[1] covid19
[1] partygatecoverup
[1] suegrayreport

Top Hashtags in Tweet in G5:
[37] longcovid
[6] covid19
[4] microclots
[3] wef2022
[2] oxfam
[2] davos
[2] covid
[2] billionaire
[2] wef
[2] profitingfrompain

Top Hashtags in Tweet in G6:
[3] longcovid
[3] pwlc
[1] 2yearsoflongcovid
[1] covid19

Top Hashtags in Tweet in G7:
[56] suegrayreport
[15] partygate
[14] labour
[6] pregnancy
[1] fbnhs
[1] covid
[1] republicans

Top Hashtags in Tweet in G8:
[15] noolvidamos

Top Hashtags in Tweet in G9:
[11] covid
[6] 8yearsofjumlacracy
[6] cha
[5] bestofeitherterms
[3] 2compensatoryattempt4all
[2] upsc
[2] army
[2] ssc
[2] ibps
[2] sscgd18_hmo_joining_do

Top Hashtags in Tweet in G10:
[1] bucillamine

Top Words
Top Words in Tweet in Entire Graph:
[7500] covid
[1766] 19
[740] people
[428] one
[426] more
[423] during
[339] long
[319] over
[319] pandemic
[308] vaccine

Top Words in Tweet in G1:
[1055] covid
[315] 19
[69] people
[63] more
[58] #covid
[55] puan
[51] long
[48] during
[44] 2022
[41] pm

Top Words in Tweet in G2:
[199] covid
[63] contre
[59] vaccins
[51] plus
[48] variole
[46] vaccination
[44] singe
[35] cas
[33] tous
[29] vaccin

Top Words in Tweet in G3:
[131] borisjohnson
[111] covid
[82] guidance
[82] followed
[61] parliament
[57] carolinelucas
[57] #suegray
[56] lied
[55] officially
[55] whatever

Top Words in Tweet in G4:
[130] downing
[129] cleaner
[128] street
[116] cleaning
[116] team
[116] during
[115] revelation
[115] part
[115] cleaned
[115] human

Top Words in Tweet in G5:
[95] covid
[37] #longcovid
[34] people
[33] cdcgov
[33] health
[27] loscharlos
[27] long
[23] condition
[20] 000
[18] develop

Top Words in Tweet in G6:
[30] covid
[11] tigresseleanor
[8] know
[7] more
[6] long
[6] during
[5] work
[5] 50s
[5] people
[5] doneford

Top Words in Tweet in G7:
[74] one
[63] covidjusticeuk
[62] whilst
[59] country
[59] highest
[59] death
[59] rates
[56] #suegrayreport
[55] statement
[43] covid

Top Words in Tweet in G8:
[172] días
[164] hoy
[149] manuelrico
[116] hospital
[110] gobierno
[110] residentes
[108] ayuso
[107] aprobó
[107] protocolo
[107] impedía

Top Words in Tweet in G9:
[74] क
[50] न
[48] म
[48] india
[47] covid
[46] pandemic
[39] narendramodi
[36] vaccine
[34] role
[33] gratitude

Top Words in Tweet in G10:
[94] covid
[81] tests
[79] biden
[77] bucksexton
[77] cdc
[77] requires
[77] citizens
[77] return
[77] country
[77] abroad

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1681] covid,19
[239] long,covid
[193] downing,street
[162] during,covid
[149] manuelrico,hoy
[142] died,covid
[128] cleaning,team
[125] cleaner,part
[125] part,downing
[125] street,cleaning

Top Word Pairs in Tweet in G1:
[305] covid,19
[34] during,covid
[27] puan,pm
[26] long,covid
[23] pandemi,covid
[23] contra,covid
[19] medidas,bioseguridad
[18] underestimating,prevalence
[18] prevalence,covid'
[18] covid',americans

Top Word Pairs in Tweet in G2:
[44] variole,singe
[27] vaccins,covid
[21] anti,covid
[20] contre,variole
[19] covid,19
[19] vaccination,contre
[16] cas,france
[16] france,déjà
[16] déjà,arrêté
[16] arrêté,autorisant

Top Word Pairs in Tweet in G3:
[81] guidance,followed
[56] carolinelucas,borisjohnson
[55] borisjohnson,officially
[55] officially,lied
[55] lied,parliament
[55] parliament,guidance
[55] followed,#suegray
[55] #suegray,whatever
[55] whatever,initial
[54] initial,int

Top Word Pairs in Tweet in G4:
[128] downing,street
[115] revelation,cleaner
[115] cleaner,part
[115] part,downing
[115] street,cleaning
[115] cleaning,team
[115] team,cleaned
[115] cleaned,human
[115] human,spills
[115] spills,including

Top Word Pairs in Tweet in G5:
[23] health,condition
[20] long,covid
[16] recap,yesterday
[16] yesterday,cdcgov
[16] cdcgov,acknowledged
[16] acknowledged,people
[16] people,develop
[16] develop,health
[16] condition,#longcovid
[15] covid,19

Top Word Pairs in Tweet in G6:
[6] long,covid
[4] know,covid
[3] people,starting
[3] starting,notice
[3] notice,friends
[3] friends,40's
[3] 40's,50's
[3] 50's,suddenly
[3] suddenly,dying
[3] dying,becoming

Top Word Pairs in Tweet in G7:
[59] whilst,country
[59] country,one
[59] one,highest
[59] highest,death
[59] death,rates
[53] statement,#suegrayreport
[53] #suegrayreport,whilst
[52] covidjusticeuk,statement
[14] don,care
[14] care,#partygate

Top Word Pairs in Tweet in G8:
[149] manuelrico,hoy
[107] días,gobierno
[107] gobierno,ayuso
[107] ayuso,aprobó
[107] aprobó,protocolo
[107] protocolo,impedía
[107] impedía,trasladar
[107] trasladar,hospital
[107] hospital,residentes
[104] residentes,vulnerab

Top Word Pairs in Tweet in G9:
[34] india,vaccine
[33] gratitude,india
[33] vaccine,diplomacy
[33] diplomacy,role
[33] role,strengthening
[33] strengthening,humanity
[33] humanity,fight
[33] fight,against
[33] against,pandemic
[33] pandemic,appreciation

Top Word Pairs in Tweet in G10:
[77] biden,cdc
[77] cdc,requires
[77] requires,covid
[77] covid,tests
[77] tests,citizens
[77] citizens,return
[77] return,country
[77] country,abroad
[77] abroad,strand
[76] bucksexton,biden

Top Replied-To
Top Replied-To in Entire Graph:
@potus
@sturdyalex
@tigresseleanor
@karl_lauterbach
@aitcofficial
@foxnews
@profmbassetti
@rishisunak
@bbcpolitics
@diazcanelb

Top Replied-To in G2:
@verity_france
@chriscottonstat
@alainhoupert
@victorsinclair3
@mickzouc
@sparris20
@laprovence
@2genervter
@brigbourguignon
@anniev1412

Top Replied-To in G3:
@borisjohnson
@carolinelucas
@skynews
@madgie1941
@grahamstuart
@gwynnemp
@myhollycat
@holliethecard
@davidlammy
@doctor_oxford

Top Replied-To in G4:
@theashrb
@ggriffithsbrown
@dianecharlton11
@bmay
@danielanadj
@chrischirp

Top Replied-To in G5:
@erictopol
@awgaffney
@loscharlos
@celinegounder
@cdcgov
@liecatcher1
@mamatigress22
@lynne06218988
@annecroucher
@alandrummond2

Top Replied-To in G6:
@tigresseleanor
@jneill
@peterarcher37
@paramaniac9
@andrew_voisin
@p_mcculloughmd
@doctorlunge

Top Replied-To in G7:
@govcanhealth
@sunderlandlolly
@mattchorley
@longcovidhell
@krauthben
@covidjusticeuk
@domhauschild
@denise_dewald

Top Replied-To in G9:
@aitcofficial
@pmoindia
@narendramodi
@ashokgehlot51
@cbseindia29
@nhm_up

Top Replied-To in G10:
@macropupster
@bucksexton

Top Mentioned
Top Mentioned in Entire Graph:
@manuelrico
@borisjohnson
@ftkzimula
@bucksexton
@covidjusticeuk
@carolinelucas
@doctor_oxford
@f_philippot
@diazcanelb
@carlosbolsonaro

Top Mentioned in G1:
@monicaj_jurado
@ilcoperchio
@aquino4congress
@bangkokjacknews
@mariala36193924
@ricardotejada19
@oceanprotectl
@scivisionpub
@jordisecallfoto

Top Mentioned in G2:
@banounhelene
@alainhoupert
@papanours60
@yvespdb
@verity_france
@chriscottonstat
@medic4allhuman
@anneibiza13
@gouvernementfr
@noel_sylviane

Top Mentioned in G3:
@borisjohnson
@carolinelucas
@doctor_oxford
@ianblackford_mp
@richardjmurphy
@thesnp
@thetroubleclub
@acgrayling
@commonsleader
@fishgirls23

Top Mentioned in G4:
@ftkzimula
@andychisholmuk
@bmay
@danbloom1
@mikeysmith
@chrischirp
@ukreachstudy
@kathwoolf
@bma_gp
@andrewhewat

Top Mentioned in G5:
@cdcgov
@loscharlos
@drtedros
@abraarkaran
@pfizer
@moderna_tx
@ashoswai
@shaneywright
@us_fda
@wef

Top Mentioned in G6:
@tigresseleanor
@doneford
@breezergalway
@long_covid
@carolinekula70
@heisse13
@westegnen
@mrsausager
@paulmainwood
@longcovidkids

Top Mentioned in G7:
@covidjusticeuk
@jimmy_1975
@russincheshire
@kevinpascoe
@govcanhealth
@killsixfinger
@journoamrogers
@staffanrydin
@elhopkins
@callumcmason

Top Mentioned in G8:
@manuelrico
@fiscal_es
@jesusmarana
@siempresanidad

Top Mentioned in G9:
@narendramodi
@dpradhanbjp
@aitcofficial
@ashokgehlot51
@pmoindia
@cbseindia29
@mansukhmandviya
@rahulgandhi
@doptgoi
@jpnadda

Top Mentioned in G10:
@bucksexton
@johncardillo
@molsjames
@charlescwcooke

Top Tweeters
Top Tweeters in Entire Graph:
@elnacionalweb
@ja8yum
@jornalistavitor
@knewz_currently
@recentlatestvia
@kompascom
@infoapuntes
@tommybrain
@medicinehelp
@iacobellist

Top Tweeters in G1:
@knewz_currently
@recentlatestvia
@infoapuntes
@medicinehelp
@tuitreportes
@nasser__mo3gza
@moonbootica
@tempodotco
@stigmabasen
@antaranews

Top Tweeters in G2:
@thalassa2008
@le_figaro
@brunedrot
@yvespdb
@telegraph
@delalande72
@sarah41659531
@herailartigouha
@rtlfrance
@boxcalf1

Top Tweeters in G3:
@sandradunn1955
@tshep42
@dr_shibley
@skynews
@carolehope2
@paulrogers002
@petuniasforever
@kingsmeadmrt
@ladyjules_cath
@ravi2010mary

Top Tweeters in G4:
@mckinlay_liz
@jkldnmad
@lordofintent
@jefersonfrepres
@22_gilly
@imelda_mairead
@artemis0801
@evilgenius222
@ggriffithsbrown
@carmenshier

Top Tweeters in G5:
@dev_discourse
@bjcrochet
@usatoday
@dallas4bernie
@an_mukherjee
@wairarapajane
@activisthat_
@rweingarten
@blkmymorris
@janemccourt1

Top Tweeters in G6:
@takethatct
@kath2cats
@mcfunny
@chimera414
@breezergalway
@malo_j
@heisse13
@maccspider
@wendyorent
@jneill

Top Tweeters in G7:
@golwgymor
@meallyhen
@strengthtodream
@kevinpascoe
@anniecshandbag
@christinadonn11
@trevorturvey1
@christi73224817
@geziwoman
@derikhope

Top Tweeters in G8:
@victoriabonet
@jabbastation
@javierp54530597
@fitocorleone
@guillemcristo
@jrealjavireal
@txus_46
@ribes_pascual
@aburridadetodo
@65_rodero

Top Tweeters in G9:
@ndtv
@aajtak
@news18rajasthan
@devarshijoshi17
@warrior_of_ssr
@sunil1841
@pallavict
@vatdengra
@yashasvibjp
@upgovt

Top Tweeters in G10:
@jdjwhite54
@aghamilton29
@truecrimepoli
@flasunshine929
@mimialoha6
@grandmainct
@johncardillo
@michaelbalcom1
@crankitloud
@bellanola2