COVID, Twitter, 11/12/2021 7:33:40 PM, 266105


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COVID_2021-11-12_00-39-27.xlsx
COVID_2021-11-12_00-39-27.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
November 12, 2021
Short Description:
COVID via NodeXL https://bit.ly/3DaS9ac
@rwmalonemd
@f_philippot
@a19263449
@baa3465dd891455
@astroprono
@charlotteslalom
@tigressellie
@jneill
@sgriffin_lab
@longcovidkids

Top hashtags:
#covid
#covid19
#covid_19
#atih
#coronavirus
#44510
#vaccine
#passsanitaire

Description:
Description
The graph represents a network of 12,016 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, 12 November 2021 at 08:59 UTC.

The requested start date was Friday, 12 November 2021 at 01:01 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, 2-minute period from Tuesday, 09 November 2021 at 12:17 UTC to Thursday, 11 November 2021 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 : 12016
Unique Edges : 7049
Edges With Duplicates : 11737
Total Edges : 18786
Number of Edge Types : 5
Retweet : 5247
MentionsInRetweet : 6097
Tweet : 3499
Mentions : 2862
Replies to : 1081
Self-Loops : 3545
Reciprocated Vertex Pair Ratio : 0.00658032170461667
Reciprocated Edge Ratio : 0.0130746082805852
Connected Components : 3537
Single-Vertex Connected Components : 1002
Maximum Vertices in a Connected Component : 1862
Maximum Edges in a Connected Component : 3946
Maximum Geodesic Distance (Diameter) : 37
Average Geodesic Distance : 13.632599
Graph Density : 6.67510596219883E-05
Modularity : 0.585201
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 12,016 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, 12 November 2021 at 08:59 UTC.

The requested start date was Friday, 12 November 2021 at 01:01 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, 2-minute period from Tuesday, 09 November 2021 at 12:17 UTC to Thursday, 11 November 2021 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:
[13] https://www.thetimes.co.uk/article/ex-minister-alun-cairns-took-job-at-covid-firm-weeks-before-75m-contract-sprdbnksl
[12] https://rumble.com/voweot-covid-192009.html
[10] https://covidnow.moh.gov.my/
[9] https://www.youtube.com/watch?v=MmVVrsNPuZc&feature=youtu.be

[9] https://www.biobiochile.cl/noticias/sociedad/debate/2021/11/09/singapur-no-pagara-tratamiento-covid-a-pacientes-que-no-quieran-vacunarse.shtml
[8] https://www.abc.es/sociedad/abci-pregunta-si-no-importa-crees-debe-obligatorio-estar-vacunado-contra-covid-para-poder-trabajar-202111101932_noticia.html#vca=rrss-inducido&vmc=abc-es&vso=tw&vli=noticia.foto
[8] https://www.telegraph.co.uk/politics/2021/11/10/over-65s-could-banned-public-spaces-unless-have-covid-booster/
[7] https://www.cnbc.com/2021/11/10/after-weeks-of-declines-us-covid-cases-have-leveled-off-at-a-high-level-the-ers-are-packed.html?utm_term=Autofeed&utm_medium=Social&utm_content=Main&utm_source=Twitter#Echobox=1636558549
[7] https://www.atih.sante.fr/sites/default/files/public/content/4144/aah_2020_analyse_covid.pdf
[7] https://www.foxnews.com/politics/covid-origin-commission-911-senators

Top URLs in Tweet in G1:
[3] https://covidnow.moh.gov.my/
[3] https://twitter.com/crstoli/status/1458600993621430272
[2] https://www.theguardian.com/world/2021/nov/09/singapore-to-start-charging-covid-patients-who-are-unvaccinated-by-choice
[2] https://www.francesoir.fr/opinions-tribunes/je-ne-peux-plus-me-taire#.YYpmX9x_nz4.twitter
[2] https://www.cbc.ca/news/canada/north/yukon-covid-19-cases-whitehorse-elementary-outbreak-1.6242108
[2] https://www.crisismagazine.com/2021/is-covaxin-the-pro-life-covid-vaccine-catholics-have-been-waiting-for#.YYpl-HUXzN8.twitter
[2] https://www.tgcom24.mediaset.it/mondo/covid-singapore-non-paghera-piu-le-cure-mediche-ai-no-vax-per-scelta_40967319-202102k.shtml
[2] https://harianmomentum.com/read/37554/vaksinasi-covid-19-tahap-dua-di-metro-capai-61-persen
[2] https://www.theguardian.com/us-news/2021/nov/10/christ-church-idaho-covid-coronavirus
[2] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flaninf%2Farticle%2FPIIS1473-3099%2821%2900676-9%2Ffulltext&rc=0

Top URLs in Tweet in G2:
[5] https://www.facebook.com/login/?next=https%3A%2F%2Fwww.facebook.com%2Fbreten.bretenbach.9%2Fvideos%2F289291646419075
[5] https://www.ladepeche.fr/2020/09/28/coronavirus-dou-vient-la-guerre-des-chiffres-entre-didier-raoult-et-les-hopitaux-de-marseille-9102630.php
[3] https://www.atih.sante.fr/sites/default/files/public/content/4144/aah_2020_analyse_covid.pdf
[3] https://www.bfmtv.com/sante/covid-19-veran-met-en-garde-contre-ce-qui-ressemble-clairement-au-debut-d-une-cinquieme-vague_AN-202111100484.html
[3] https://lemediaen442.fr/le-dr-rochagne-kilian-alerte-sur-les-d-dimeres-eleves-associes-aux-vaccins-covid/
[2] https://www.francesoir.fr/politique-monde/lt-colonel-theresa-long-medecin-de-larmee-americaine-temoigne-vaccination
[2] https://www.leparisien.fr/societe/sante/covid-19-un-possible-surrisque-de-myocardites-avec-moderna-apres-la-deuxieme-dose-23-10-2021-4R3NBSQVNRB6HKUELICB6GTRUU.php
[2] https://www.sott.net/
[1] https://www.walesonline.co.uk/news/uk-news/people-covid-jab-every-year-22097543
[1] https://news-24.fr/covid-19-le-bordel-de-vienne-offre-aux-clients-30-minutes-avec-la-dame-de-leur-choix-en-echange-dun-vaccin-contre-le-coronavirus-nouvelles-du-monde/

Top URLs in Tweet in G3:
[4] https://thetruedefender.com/breaking-revelation-indian-tv-reveals-how-pfizer-bullies-and-blackmails-countries-for-covid-shots/
[2] https://www.oann.com/physician-research-conflicts-with-government-claims-about-covid-19/
[2] https://m.theepochtimes.com/mkt_app/fully-vaccinated-vikings-player-hospitalized-with-covid-19-coach_4097703.html?v=ul
[2] https://www.thegatewaypundit.com/2021/11/us-surgeon-general-warns-misleading-memes-says-not-share-covid-vax-information-online-checking-overlords-cdc/?utm_source=Twitter&utm_medium=PostTopSharingButtons&utm_campaign=websitesharingbuttons
[1] https://www.jci.org/articles/view/150613
[1] https://www.washingtontimes.com/news/2021/oct/28/applying-brakes-on-warp-speed-covid-19-vaccination/
[1] https://www.theepochtimes.com/mkt_app/naturally-immune-federal-workers-lodge-class-action-suit-against-fauci-walensky-over-covid-19-vaccine-mandate_4094551.html/amp
[1] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.journalofinfection.com%2Farticle%2FS0163-4453%2821%2900277-2%2Ffulltext&rc=0
[1] https://eugyppius.substack.com/p/more-on-original-antigenic-sin-and
[1] https://www.nature.com/articles/s41366-021-01016-9

Top URLs in Tweet in G4:
[1] https://www.thetimes.co.uk/article/ex-minister-alun-cairns-took-job-at-covid-firm-weeks-before-75m-contract-sprdbnksl
[1] https://www.monash.edu/news/articles/the-long-term-effects-of-covid-19
[1] https://www.ncbi.nlm.nih.gov/labs/pmc/articles/PMC8536991/
[1] https://www.hulldailymail.co.uk/news/hull-east-yorkshire-news/hull-mums-terror-seven-month-6182505
[1] https://www.scotsman.com/health/coronavirus/coronavirus-here-are-the-10-countries-with-the-highest-number-of-confirmed-covid-19-cases-in-the-world-3389969
[1] https://twitter.com/HuffmanLabDU/status/1445138747226411014
[1] https://eachother.org.uk/lack-of-covid-19-safety-measures-in-schools-risks-childrens-right-to-health-life-and-survival/
[1] https://www.ons.gov.uk/aboutus/transparencyandgovernance/freedomofinformationfoi/whetherthosewhohavediedfromacaraccidentwithcovid19willbecountedinonsstatistics?:uri=aboutus/transparencyandgovernance/freedomofinformationfoi/whetherthosewhohavediedfromacaraccidentwithcovid19willbecountedinonsstatistics
[1] https://www.denverpost.com/2021/11/09/colorado-covid-hospitalizations-icu-cases-model-projections/
[1] https://tinyurl.com/DU-AirborneCovidLinksCC

Top URLs in Tweet in G5:
[3] https://trib.al/9oDcS7z
[2] https://www.thetimes.co.uk/article/ex-minister-alun-cairns-took-job-at-covid-firm-weeks-before-75m-contract-sprdbnksl?utm_medium=Social&utm_source=Twitter#Echobox=1636630803
[2] https://www.quercuspublications.co.uk/nano_covid.html
[2] https://dailysceptic.org/2021/11/08/how-could-the-head-of-the-nhs-got-the-covid-hospital-admissions-figures-so-wrong/
[1] https://twitter.com/essexpr/status/1458733877015556096
[1] https://twitter.com/politicsforali/status/1457830468586516487
[1] https://twitter.com/suzanneevans1/status/1458747089853292547
[1] https://twitter.com/ProfKarolSikora/status/1458371139902840833
[1] https://twitter.com/SkyNews/status/1458480094306054145
[1] https://www.nhs.uk/conditions/coronavirus-covid-19/coronavirus-vaccination/book-coronavirus-vaccination/book-or-manage-a-booster-dose-of-the-coronavirus-covid-19-vaccine/

Top URLs in Tweet in G6:
[3] https://www.cornwalllive.com/news/cornwall-news/saltash-remains-cornwall-covid-rates-6190361?utm_source=twitter.com&utm_medium=social&utm_campaign=sharebar
[2] https://thedcpatriot.com/dr-ben-carson-tells-fox-news-kids-should-absolutely-not-get-covid-shots-its-a-giant-experiment/
[2] https://thedcpatriot.com/cruz-introduces-bill-to-cut-funding-to-schools-that-mandate-covid-vaccine%e2%80%8b/
[2] https://www.telegraph.co.uk/news/2020/10/10/parents-young-children-could-protected-against-severe-covid/
[1] https://twitter.com/chuckcallesto/status/1458678424239853571
[1] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41586-021-04186-8
[1] https://www.newsmax.com/newsmax-tv/carson-health-covid-children/2021/11/10/id/1044174/
[1] https://www.newsmax.com/us/plastic-environmental-covid-19-ocean/2021/11/08/id/1043836/
[1] https://bit.ly/2YrUxdy
[1] https://bit.ly/3ocKJ02

Top URLs in Tweet in G7:
[2] https://childrenshealthdefense.org/about-us/sign-up/?utm_source=BKtwitter&utm_medium=defender
[2] https://www.facebook.com/login/?next=https%3A%2F%2Fwww.facebook.com%2F1126847717360250%2Fposts%2F4958905990821051%2F%3Fd%3Dn
[1] https://www.rtlnieuws.nl/nieuws/buitenland/artikel/5266400/oorsprong-coronavirus-laboratoruim-china-onderzoek-who-team
[1] https://childrenshealthdefense.org/defender/peter-doshi-restev-levi-covid-vaccines-trial-data/
[1] https://childrenshealthdefense.org/defender/sesame-street-big-bird-cnn-fauci-kids-vaccine-propaganda/
[1] https://childrenshealthdefense.org/defender/shelby-allen-teen-guillain-barre-covid-vaccine/
[1] https://www.facebook.com/login/?next=https%3A%2F%2Fwww.facebook.com%2F1126847717360250%2Fposts%2F4955273741184276%2F%3Fd%3Dn
[1] https://www.cp24.com/mobile/news/ontario-schools-see-week-over-week-rise-in-active-covid-19-cases-for-first-time-since-early-october-1.5660156
[1] https://www.passports.gov.au/international-covid-19-vaccination-certificate
[1] https://www.francesoir.fr/politique-france/covid-19-saison5-annoncee-par-Macron

Top URLs in Tweet in G8:
[3] https://www.thetimes.co.uk/article/a13af8e0-426f-11ec-96bf-de0821791f3f?shareToken=a34d209765eea18149acdef913f69e33
[2] https://covidreason.substack.com/p/am-i-doing-this-right
[2] https://www.thetimes.co.uk/article/covid-in-scotland-vaccine-passports-on-horizon-for-gyms-and-pubs-8wpgmwdpp
[2] https://www.telegraph.co.uk/news/2021/11/10/previous-common-cold-infection-could-provide-people-protection/
[2] https://www.telegraph.co.uk/politics/2021/11/10/over-65s-could-banned-public-spaces-unless-have-covid-booster/
[2] https://justthenews.com/politics-policy/coronavirus/moderna-testing-covid-19-vaccine-infants-nationwide-despite-negligible
[2] https://www.jewishpress.com/news/israel/israel-approves-covid-19-vaccinations-for-5-to11-year-olds/2021/11/11/
[2] https://nclalegal.org/2021/11/ncla-tppf-file-class-action-suit-for-naturally-immune-fed-employees-against-covid-vaccine-mandate/
[2] https://www.sfgate.com/california-politics/article/Gavin-Newsom-cancel-climate-where-absence-COVID-16603447.php?utm_source=dlvr.it&utm_medium=twitter
[1] https://www.bbc.co.uk/news/health-59215282.amp

Top URLs in Tweet in G9:
[1] https://www.theguardian.com/world/2021/nov/10/israel-to-hold-worlds-first-drill-to-test-readiness-for-new-covid-variant
[1] https://observer.com/2021/11/cdc-new-travel-advisory-covid-19-update-netherlands-cayman-islands-high-risk/

Top URLs in Tweet in G10:
[7] https://www.thetimes.co.uk/article/ex-minister-alun-cairns-took-job-at-covid-firm-weeks-before-75m-contract-sprdbnksl
[1] https://www.nao.org.uk/press-release/investigation-into-government-procurement-during-the-covid-19-pandemic/
[1] https://twitter.com/SammiMckean/status/1458075883521052677
[1] https://inews.co.uk/news/covid-one-of-youngest-death-victim-uk-nine-day-old-baby-daughter-mother-1290177
[1] https://twitter.com/chrischirp/status/1457705477060636672
[1] https://twitter.com/CRStoli/status/1458600993621430272
[1] https://www.independentsage.org/wp-content/uploads/2021/11/12th-November-Behavioural-Science-report.pdf
[1] https://www.herald.co.zw/covid-19-infections-surge-across-europe/
[1] https://twitter.com/EachOtherUK/status/1458101127384379408
[1] https://twitter.com/DamianHastie/status/1457819373041684480

Top Domains
Top Domains in Tweet in Entire Graph:
[335] twitter.com
[134] co.uk
[63] com.br
[46] theguardian.com
[45] youtube.com
[42] bit.ly
[37] reuters.com
[32] trib.al
[25] nytimes.com
[25] rumble.com

Top Domains in Tweet in G1:
[103] twitter.com
[23] com.br
[13] co.uk
[11] theguardian.com
[8] msn.com
[7] theepochtimes.com
[7] youtube.com
[7] nytimes.com
[6] dlvr.it
[6] eldiario.com

Top Domains in Tweet in G2:
[11] twitter.com
[6] leparisien.fr
[6] ladepeche.fr
[5] facebook.com
[4] sante.fr
[4] bfmtv.com
[4] sott.net
[3] co.uk
[3] francesoir.fr
[3] lemediaen442.fr

Top Domains in Tweet in G3:
[5] thegatewaypundit.com
[4] thetruedefender.com
[3] theepochtimes.com
[2] oann.com
[2] brownstone.org
[2] thecovidworld.com
[2] globalnews.ca
[1] jci.org
[1] washingtontimes.com
[1] elsevierhealth.com

Top Domains in Tweet in G4:
[2] co.uk
[1] monash.edu
[1] nih.gov
[1] scotsman.com
[1] twitter.com
[1] org.uk
[1] gov.uk
[1] denverpost.com
[1] tinyurl.com
[1] tes.com

Top Domains in Tweet in G5:
[6] twitter.com
[5] co.uk
[3] trib.al
[3] sky.com
[2] nhs.uk
[2] org.uk
[2] dailysceptic.org
[1] rumble.com
[1] facebook.com
[1] gov.uk

Top Domains in Tweet in G6:
[4] bit.ly
[4] thedcpatriot.com
[3] cornwalllive.com
[3] newsmax.com
[2] co.uk
[1] twitter.com
[1] nature.com
[1] spiegel.de

Top Domains in Tweet in G7:
[5] childrenshealthdefense.org
[3] facebook.com
[2] francesoir.fr
[1] rtlnieuws.nl
[1] cp24.com
[1] gov.au
[1] bmj.com
[1] pressprogress.ca
[1] zoom.us

Top Domains in Tweet in G8:
[13] co.uk
[2] substack.com
[2] wsj.com
[2] justthenews.com
[2] twitter.com
[2] jewishpress.com
[2] nclalegal.org
[2] sfgate.com
[1] fullfact.org
[1] euronews.com

Top Domains in Tweet in G9:
[1] theguardian.com
[1] observer.com

Top Domains in Tweet in G10:
[8] co.uk
[5] twitter.com
[1] org.uk
[1] independentsage.org
[1] co.zw
[1] reuters.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[306] covid
[188] covid19
[140] covid_19
[106] atih
[39] coronavirus
[33] 44510
[24] vaccine
[23] passsanitaire
[21] macron20h
[18] pfizergate



Top Hashtags in Tweet in G1:
[36] covid
[26] covid_19
[23] covid19
[14] coronavirus
[8] akudemokrat
[6] vaccine
[4] pandemia
[4] lockdown
[4] patent
[3] vacina

Top Hashtags in Tweet in G2:
[94] atih
[74] covid
[11] passsanitaire
[11] degaulle
[11] pfizergate
[10] covid19
[6] macron20h
[5] covid_19
[4] arnaque
[3] ensemblepourleslibertés

Top Hashtags in Tweet in G3:
[2] povia
[2] covid
[2] greatreset
[2] agen2021
[1] novaccinepassports
[1] onpoli
[1] wearelivingalie
[1] science
[1] passsanitaire
[1] macron20h

Top Hashtags in Tweet in G4:
[1] airborneinfotag
[1] longcovid

Top Hashtags in Tweet in G5:
[3] covid19
[2] fmqs
[2] nanocovid
[1] torysleaze
[1] johnsonthecoward
[1] covidinquirynow
[1] katiepersinger
[1] letrelativesin
[1] thejohnsonjoke
[1] resignsturgeon

Top Hashtags in Tweet in G7:
[2] thedefender
[2] covid19
[1] public
[1] privatization
[1] covidunknowns

Top Hashtags in Tweet in G8:
[9] novaccinepassports
[3] covid19
[2] nogreenpass
[2] covid_19
[2] ivermectin
[1] cop26
[1] nomore
[1] conservative
[1] nebraska
[1] vaccination

Top Hashtags in Tweet in G10:
[2] humanrights
[1] vaccinessavelives
[1] corruption
[1] lockdownpurchases

Top Words
Top Words in Tweet in Entire Graph:
[7885] covid
[2466] 19
[726] people
[701] vaccine
[377] more
[358] over
[334] 2020
[324] vaccinated
[322] die
[321] 000

Top Words in Tweet in G1:
[931] covid
[373] 19
[70] vaccine
[48] more
[48] people
[39] contra
[37] 10
[36] #covid
[35] 11
[34] 2021

Top Words in Tweet in G2:
[285] covid
[159] 2020
[105] hospitalisations
[93] #atih
[81] étaient
[74] #covid
[72] chiffres
[70] plus
[70] patients
[66] donné

Top Words in Tweet in G3:
[116] covid
[101] rwmalonemd
[39] 19
[33] original
[33] antigenic
[30] sars
[30] cov
[26] children
[26] introduction
[26] florida

Top Words in Tweet in G4:
[116] covid
[64] crstoli
[60] probably
[59] year
[59] 26
[59] things
[58] icu
[57] saturday
[57] marks
[57] admitted

Top Words in Tweet in G5:
[112] covid
[47] nhs
[27] staff
[22] sajidjavid
[20] uk
[19] care
[17] children
[17] 19
[17] please
[16] people

Top Words in Tweet in G6:
[80] covid
[53] breaking
[53] report
[49] chuckcallesto
[34] pharmacy
[31] large
[30] michigan's
[30] saginaw
[30] township
[30] community

Top Words in Tweet in G7:
[36] covid
[21] 19
[9] vaccination
[9] bmj_latest
[8] children
[8] tested
[8] france_soir
[7] robertkennedyjr
[7] peter
[7] doshi

Top Words in Tweet in G8:
[89] covid
[31] jamesmelville
[30] vaccine
[23] passports
[22] 19
[19] drelidavid
[17] mask
[16] mandates
[15] germany
[14] over

Top Words in Tweet in G9:
[10] covid
[7] tony__heller
[6] takethatct
[5] niklast20
[5] paco7320
[5] crabb_vicki
[5] richienrg
[5] usehead_heart
[5] tonybaduy
[5] mcfunny

Top Words in Tweet in G10:
[79] covid
[23] deaths
[23] positive
[22] dminghella
[22] test
[22] before
[19] fifteen
[19] thousand
[19] eight
[19] hundred

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[2384] covid,19
[231] contra,covid
[205] covid,vaccine
[174] 19,vaccine
[159] aaron,rodgers
[121] against,covid
[95] positive,covid
[95] covid,cases
[91] 14,650
[76] tested,positive

Top Word Pairs in Tweet in G1:
[361] covid,19
[33] contra,covid
[24] covid,vaccine
[21] 19,vaccine
[11] pandemi,covid
[10] covid,vaccines
[9] positive,covid
[9] covid,deaths
[9] 19,pandemic
[9] casos,covid

Top Word Pairs in Tweet in G2:
[63] seulement,hospitalisations
[63] hospitalisations,étaient
[63] étaient,liées
[63] liées,#covid
[62] chiffres,#atih
[62] #atih,2020
[62] 2020,seulement
[62] #covid,réa
[62] réa,donné
[61] herstalle,chiffres

Top Word Pairs in Tweet in G3:
[37] covid,19
[33] original,antigenic
[30] sars,cov
[24] florida,covid
[21] great,introduction
[21] introduction,original
[21] antigenic,referred
[21] referred,talk
[21] talk,florida
[21] covid,summit

Top Word Pairs in Tweet in G4:
[57] saturday,marks
[57] marks,year
[57] year,admitted
[57] admitted,icu
[57] icu,acute
[57] acute,respiratory
[57] respiratory,failure
[57] failure,26
[57] 26,things
[57] things,probably

Top Word Pairs in Tweet in G5:
[18] nhs,staff
[17] covid,19
[10] nhs,covid
[10] uk,govt
[8] geoffrey,cox
[8] thinking,109
[8] 109,children
[8] children,parents
[8] parents,watching
[8] watching,children

Top Word Pairs in Tweet in G6:
[53] breaking,report
[49] chuckcallesto,breaking
[30] report,michigan's
[30] michigan's,saginaw
[30] saginaw,township
[30] township,community
[30] community,school
[30] school,system
[30] system,closes
[30] closes,large

Top Word Pairs in Tweet in G7:
[21] covid,19
[7] peter,doshi
[5] covid,vaccine
[5] temps,d'injecter
[5] d'injecter,peu
[5] peu,d'esprit
[5] d'esprit,critique
[5] critique,ce
[5] ce,débat
[5] débat,pr

Top Word Pairs in Tweet in G8:
[22] covid,19
[13] mask,mandates
[13] covid,passports
[12] covid,cases
[10] germany,draconian
[10] draconian,restrictions
[10] restrictions,mask
[10] mandates,covid
[10] passports,europe
[10] europe,result

Top Word Pairs in Tweet in G9:
[4] tony__heller,richienrg
[4] usehead_heart,tonybaduy
[4] skepticalmutant,paulwady
[4] paulwady,andrewlazarus4
[4] andrewlazarus4,thisisnothappen
[4] andylumm,fillmorewhite
[4] shared_facts,rcprentice
[4] rcprentice,bigbruce1972
[4] bigbruce1972,rrevnews
[4] rrevnews,maureenstroud

Top Word Pairs in Tweet in G10:
[20] positive,covid
[19] fifteen,thousand
[19] thousand,eight
[19] eight,hundred
[19] hundred,nine
[19] nine,deaths
[19] deaths,within
[19] within,60
[19] 60,days
[19] days,positive

Top Replied-To
Top Replied-To in Entire Graph:
@ladyonorato
@foxnews
@nicolaporro
@nagano_corona
@cnews
@tvonenews
@ivanrioufol
@jimmykimmel
@cspanwj
@thehill

Top Replied-To in G2:
@cnews
@herstalle
@philippemurer
@llaetzesunshine
@osterelizabeth1
@sergiodde
@f_philippot
@zemmoureric
@guy_fawkes_news
@jacquesdeguill1

Top Replied-To in G3:
@rwmalonemd
@valy_s
@retweetlinfo
@jj19jeffjohnson

Top Replied-To in G4:
@zoso771
@vicausmidwife
@drajm
@crstoli
@lelaniebrewer
@ons
@rrunsworth
@karamballes
@jneill
@sojournernow

Top Replied-To in G5:
@borisjohnson
@bbcnews
@conservatives
@neozeonchar04
@heathertheheron
@rec777777
@politicsforali
@bobsmithmsc
@nhsuk
@kezdugdale

Top Replied-To in G6:
@wrecklessgamer
@concernednurse6
@soylentgreen_18
@hughosmond
@kevinkileyca

Top Replied-To in G7:
@esl_fairy

Top Replied-To in G8:
@jamesmelville
@onthewall_fly
@dsturgenson
@sdcostumeguy
@legalclaret
@cryptohippy333
@gbnews

Top Replied-To in G9:
@mstrixter
@provaxtexan
@niklast20
@joergen1335
@hounddog123456
@bonitamorris14

Top Replied-To in G10:
@lbc
@zubhaque
@jolyonmaugham
@dminghella
@jonashworth
@vicderbyshire
@cjfaraway
@mrjamesob

Top Mentioned
Top Mentioned in Entire Graph:
@rwmalonemd
@crstoli
@herstalle
@f_philippot
@chuckcallesto
@ananavarro
@johnathanperk
@ozraeliavi
@aslavitt
@jackjohnsoniv7

Top Mentioned in G1:
@twitpollnl
@fatoamazonico
@asdrubal1963
@mawidrr
@ndanmontero
@mauri_smm_seo
@arsol2018
@scottja93317027
@modeolivia
@sailorrooscout

Top Mentioned in G2:
@herstalle
@f_philippot
@fcouilbault1
@zemmoureric
@docteurpeb1
@cnews
@eldorhaan
@christelleherr3
@poulin2012
@avocatdupeuple

Top Mentioned in G3:
@rwmalonemd
@essexpr
@gatewaypundit
@pierrekory
@randyhillier
@areohesseyeee
@baa3465dd891455
@james_thorburn
@lsferguson
@btysonmd

Top Mentioned in G4:
@crstoli
@bryonq
@uche_blackstock
@mikegalsworthy
@rrunsworth
@longcovidkids
@dmodoscutter
@sandyboots2020
@karamballes
@binitakane

Top Mentioned in G5:
@sajidjavid
@allisonpearson
@neilclark66
@bbcnews
@borisjohnson
@charles83230639
@skynews
@nhsmillion
@bbcr4today
@telegraph

Top Mentioned in G6:
@chuckcallesto
@leslibless
@newsmax
@wrecklessgamer
@risemelbourne
@repandybiggsaz
@hughosmond
@maizydaizyzzzz
@kimckimc12345
@kevinkileyca

Top Mentioned in G7:
@bmj_latest
@france_soir
@who
@robertkennedyjr
@moh_kenya
@fordnation
@drnancyolivieri
@naveenthacker
@unicef
@mit

Top Mentioned in G8:
@jamesmelville
@drelidavid
@gavinnewsom
@berniespofforth
@gbnews
@cochranecollab
@tonyhinton2016
@leftylockdowns1
@beverleyturner
@freedomconsumer

Top Mentioned in G9:
@tony__heller
@takethatct
@paco7320
@crabb_vicki
@richienrg
@usehead_heart
@tonybaduy
@mcfunny
@kathmarval
@niklast20

Top Mentioned in G10:
@dminghella
@jolyonmaugham
@goodlawproject
@kit_yates_maths
@supertanskiii
@dgurdasani1
@danielgoyal
@estubbinsbates
@benjaminfallow
@martinmckee

Top Tweeters
Top Tweeters in Entire Graph:
@caraotadigital
@la_patilla
@tomthunkitsmind
@el_cooperante
@filafresh
@dolartoday
@contrapuntovzla
@rashidaldosari
@sunoticiero
@lecturas24h

Top Tweeters in G1:
@dolartoday
@sunoticiero
@lecturas24h
@kompascom
@afropages
@portaldiarioar
@newsoneplace
@titrespresse
@pairsonnalitesa
@drocktrot

Top Tweeters in G2:
@4tchat
@fleur2108
@mazenod10
@le_parisien
@astsof
@talullabellefle
@ptialex77
@tsipora777
@baboune04
@hussard3

Top Tweeters in G3:
@valy_s
@lsferguson
@james_thorburn
@liszewsk
@causeofourjoy
@jonflombee
@patmo61
@essexpr
@finnegan1katie
@andyphone

Top Tweeters in G4:
@aquarius1049
@carriesweet2017
@vdhiman_89
@jkldnmad
@unclemuley
@danikaalways
@rednorthuk
@broyletim
@mecl
@moggiekitty

Top Tweeters in G5:
@allchanges
@guardian
@skynews
@bbcnews
@telegraph
@dailymailuk
@arthurm40159518
@itvnews
@thetimes
@spayrechaynge

Top Tweeters in G6:
@lewtonserena5
@cherrybaysb
@jeremy13605986
@derspiegel
@fl_tax_lady
@skiiryne
@peterpalumbo1
@magnoliaahg
@bookipoo
@grjenkin

Top Tweeters in G7:
@wendycroy888
@raywatts
@jdouglaslittle
@cherylscotian1
@aizosamaki
@france_soir
@jhengstler
@bmj_latest
@ottawadaddy
@sdja3

Top Tweeters in G8:
@helenyates52
@doritmi
@viesvies1
@sfgate
@patvel18
@climatedepot
@marysmi36126717
@debraclaridge
@thislifetoday
@papad48

Top Tweeters in G9:
@scepticalaussie
@tony__heller
@michaelbranniga
@monstercoyliar
@takethatct
@mcfunny
@fillmorewhite
@sharpiedj
@awithonelison
@breezergalway

Top Tweeters in G10:
@mrconnies
@fascinatorfun
@ameliaaber
@cjfaraway
@nw_nicholas
@lbc
@sharonpentay
@scopoliticsnews
@milliefiore
@exasperatedtory