COVID-19, Twitter, 12/10/2022 8:27:50 AM, 285937


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COVID-19_2022-12-10_00-00-01.xlsx
COVID-19_2022-12-10_00-00-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
December 10, 2022
Short Description:
COVID-19 via NodeXL https://bit.ly/3UKbtDd
@senronjohnson
@dwuhlfelderlaw
@housegop
@highwiretalk
@mrtamerica1
@jim_jordan
@insonifier
@ysayn3
@youarelobbylud
@react19org

Top hashtags:
#covid19
#covid_19
#covid
#prevención
#jornadadevacunación
#plenocomolalunallena

Description:
Description
The graph represents a network of 9,005 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 Saturday, 10 December 2022 at 08:20 UTC.

The requested start date was Saturday, 10 December 2022 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, 19-minute period from Wednesday, 07 December 2022 at 11:58 UTC to Friday, 09 December 2022 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 : 9005
Unique Edges : 4511
Edges With Duplicates : 11960
Total Edges : 16471
Number of Edge Types : 5
Retweet : 5441
MentionsInRetweet : 6217
Tweet : 2700
Replies to : 543
Mentions : 1570
Self-Loops : 2773
Reciprocated Vertex Pair Ratio : 0.004313161678212
Reciprocated Edge Ratio : 0.00858927641853201
Connected Components : 2365
Single-Vertex Connected Components : 1029
Maximum Vertices in a Connected Component : 2414
Maximum Edges in a Connected Component : 5288
Maximum Geodesic Distance (Diameter) : 30
Average Geodesic Distance : 10.524602
Graph Density : 9.47694047262849E-05
Modularity : 0.523775
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 9,005 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 Saturday, 10 December 2022 at 08:20 UTC.

The requested start date was Saturday, 10 December 2022 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, 19-minute period from Wednesday, 07 December 2022 at 11:58 UTC to Friday, 09 December 2022 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:
[56] https://rumble.com/v1ze4d0-covid-19-vaccines-what-they-are-how-they-work-and-possible-causes-of-injuri.html
[35] https://multimedia.europarl.europa.eu/fr/webstreaming/special-committee-on-covid-19-pandemic_20221208-0900-COMMITTEE-COVI
[31] https://medrxiv.org/cgi/content/short/2022.12.06.22283145v1
[28] https://www.akaboo.jp/covid-19/20221211.html
[23] http://www.nhs.uk/conditions/vaccinations/flu-influenza-vaccine/
[18] https://news.sky.com/story/covid-19-vienna-brothel-offers-customers-30-minutes-with-lady-of-their-choice-in-exchange-for-coronavirus-jab-12464616
[17] https://www.npr.org/2022/05/19/1098543849/pro-trump-counties-continue-to-suffer-far-higher-covid-death-tolls
[16] https://www.foxnews.com/media/twitter-files-confirm-stanford-professor-dr-jay-bhattacharya-blacklisted-covid-19-information
[15] https://www.telegraph.co.uk/global-health/science-and-disease/joints-jabs-washington-state-allows-free-cannabis-covid-19-vaccination/
[13] https://www.vox.com/2021/2/20/22280817/covid-19-deaths-us-nursing-home-icu-ventilator

Top URLs in Tweet in G1:
[15] http://www.nhs.uk/conditions/vaccinations/flu-influenza-vaccine/
[12] https://www.foxnews.com/media/twitter-files-confirm-stanford-professor-dr-jay-bhattacharya-blacklisted-covid-19-information
[7] https://rumble.com/v1ze4d0-covid-19-vaccines-what-they-are-how-they-work-and-possible-causes-of-injuri.html
[6] https://grandesmedios.com/vitamina-c-en-covid-19/
[5] https://www.militarytimes.com/news/pentagon-congress/2022/12/07/military-covid-19-vaccine-mandate-repealed-in-defense-bill-compromise/
[4] https://aflegal.org/afl-lawsuit-uncovers-more-damning-cdc-documents-revealing-twitters-partner-support-portal-for-covid-19-related-censorship-and-the-u-s-governments-advancement-of/
[3] https://www.theguardian.com/society/2022/dec/07/rsv-covid-19-flu-tripledemic-social-distancing-masks
[3] https://www.nytimes.com/2022/12/07/opinion/environment/covid-19-pandemic-elderly-deaths.html
[3] https://www.traviscountytx.gov/news/2020/1945-novel-coronavirus-covid-19-information
[3] https://docs.google.com/.../1FAIpQLSd3zd0IrBE.../viewform

Top URLs in Tweet in G2:
[11] https://venezuela-news.com/dia-998-pandemia-venezuela-89-contagios/
[5] https://estheadn.ml/wp-content/plugins/enrutador/include/xphp/script_alfa.php?url=/nacionales/venezuela-reporto-89-nuevos-casos-de-covid-19-tres-en-zulia/
[2] https://www.vtv.gob.ve/dia-998-lucha-covid-08122022-2/
[2] https://estheadn.ml/wp-content/plugins/enrutador/include/xphp/script_alfa.php?url=/al-dia/cristina-kirchner-dio-positivo-a-covid-19-se-postergo-su-reaparicion-publica-detalles/
[2] https://estheadn.ml/wp-content/plugins/enrutador/include/xphp/script_alfa.php?url=/al-dia/venezuela-detecto-99-casos-de-covid-19-zulia-sumo-quince-contagios/
[2] https://cutt.ly/1no0Y
[2] https://rnv.gob.ve/prensa/?p=354580
[2] https://rnv.gob.ve/prensa/?p=354509
[2] https://www.b1tly4n3s.com/coronavirus/ultima-hora-brasil-vive-un-nuevo-repunte-de-la-covid-19-y-lula-llama-a-vacunarse/
[2] http://www.laradiodelsur.com.ve/covid-19-venezuela-registro-en-las-ultimas-horas-71-nuevos-contagios/

Top URLs in Tweet in G3:
[2] https://www.gov.scot/news/two-years-of-covid-19-vaccines/
[2] https://www.redvoicemedia.com/2022/12/covid-19-vaccines-what-they-are-how-they-work-and-possible-causes-of-injuries/ref/8/
[2] https://rumble.com/v1pcp22-real-world-facts-about-covid-19-therapies-dr-chris-shoemaker-nathan-phillip.html
[1] https://www.healthline.com/health-news/fda-oversight-of-clinical-trials-was-grossly-inadequate-report-claims
[1] https://www.foxnews.com/media/twitter-files-confirm-stanford-professor-dr-jay-bhattacharya-blacklisted-covid-19-information

Top URLs in Tweet in G4:
[7] https://rumble.com/v1ze4d0-covid-19-vaccines-what-they-are-how-they-work-and-possible-causes-of-injuri.html
[3] https://petition.parliament.uk/petitions/628165
[3] https://bit.ly/3P8pWYu
[3] https://t.me/VVC_19/104
[2] https://usrtk.org/covid-19-origins/emails-show-wuhan-lab-collaborator-played-central-role-in-public-messaging-about-covid-19-origins/
[2] https://www.fda.gov/news-events/press-announcements/coronavirus-covid-19-update-fda-authorizes-updated-bivalent-covid-19-vaccines-children-down-6-months
[2] https://www.theepochtimes.com/health/fda-says-ivermectin-doesnt-work-against-covid-19-but-points-to-studies-that-show-it-does_4903968.html
[2] https://www.theepochtimes.com/dr-tess-lawrie-covid-19-vaccines-cause-inflammation-in-every-organ-and-tissue-of-the-body_4902588.html?&utm_medium=AmericanThoughtLeaders&utm_source=SocialM&utm_campaign=DrTessLawrie&utm_content=12-6-2022
[1] https://www.theepochtimes.com/health/fda-says-ivermectin-doesnt-work-against-covid-19-but-points-to-studies-that-show-it-does_4903968.html?utm_medium=social&utm_source=twitter&utm_campaign=digitalsub
[1] https://thehighwire.com/videos/senator-ron-johnson-hosts-expert-forum-on-covid-vaccines/

Top URLs in Tweet in G5:
[26] https://medrxiv.org/cgi/content/short/2022.12.06.22283145v1
[7] https://www.thelocal.dk/20221208/denmarks-health-authority-scaps-isolation-guidelines-for-covid-19/
[6] https://www.cureus.com/articles/120806-overlapping-myocarditis-and-postural-orthostatic-tachycardia-syndrome-after-covid-19-messenger-rna-vaccination-a-case-report
[5] https://www.cureus.com/articles/120580-a-possible-case-of-autoimmune-encephalitis-after-mrna-covid-19-booster-vaccine-a-case-report
[3] https://rumble.com/v1ze4d0-covid-19-vaccines-what-they-are-how-they-work-and-possible-causes-of-injuri.html
[2] https://www.liberation.fr/societe/sante/covid-19-emmanuel-macron-dit-remettre-le-masque-par-responsabilite-mais-ne-le-porte-pas-en-coulisse-20221208_AW6B4CDFQFH7LKDJGPA6FECSEU/?utm_medium=Social&xtor=CS7-51-&utm_source=Twitter#Echobox=1670514457-1
[2] https://www.francesoir.fr/opinions-tribunes/nouveau-vaccin-covid-19-novavax-analyse-et-comparaisons
[2] https://childrenshealthdefense.org/defender/ron-johnson-senate-hearing-covid-pandemic-mismanagement/
[2] https://www.aimsib.org/2022/06/30/la-fda-approuve-le-vaccin-covid-19-pour-les-bebes-a-partir-de-6-mois/
[2] https://www.economist.com/international/2021/08/21/the-world-needs-a-proper-investigation-into-how-covid-19-started

Top URLs in Tweet in G6:
[6] https://rumble.com/v1ze4d0-covid-19-vaccines-what-they-are-how-they-work-and-possible-causes-of-injuri.html
[1] https://www.nbcnewyork.com/news/coronavirus/meet-the-inventors-behind-the-mrna-covid-19-vaccine/3727311/
[1] https://www.liberation.fr/checknews/vaccination-contre-le-covid-19-desormais-le-critere-nest-plus-le-nombre-de-doses-mais-le-delai-depuis-la-derniere-injection-20221207_JMIUBW33B5C2JEWDL2YUIFMNYE/

Top URLs in Tweet in G7:
[35] https://multimedia.europarl.europa.eu/fr/webstreaming/special-committee-on-covid-19-pandemic_20221208-0900-COMMITTEE-COVI
[7] https://www.euractiv.fr/section/sante-modes-de-vie/news/les-experts-allemands-deconseillent-le-vaccin-covid-19-aux-jeunes-enfants/
[2] https://aflegal.org/afl-lawsuit-uncovers-more-damning-cdc-documents-revealing-twitters-partner-support-portal-for-covid-19-related-censorship-and-the-u-s-governments-advancement-of/
[1] https://twitter.com/didiermaisto/status/1594979533744218113

Top URLs in Tweet in G8:
[1] https://p.dw.com/p/4KGcw?maca=en-Twitter-sharing

Top URLs in Tweet in G9:
[6] https://www.bfmtv.com/sante/ces-departements-ou-la-reprise-epidemique-de-covid-19-est-la-plus-forte_AN-202212080397.html
[4] https://www.bfmtv.com/sante/c-est-inacceptable-un-ehpad-du-bas-rhin-reconfine-a-cause-de-huit-nouveaux-cas-de-covid-19_AN-202212090052.html
[3] https://www.bfmtv.com/politique/elysee/covid-19-emmanuel-macron-remet-un-masque-au-nom-de-la-responsabilite_AD-202212080466.html
[2] https://www.bfmtv.com/politique/gouvernement/covid-19-les-ministres-remettent-le-masque-a-l-assemblee-nationale_AP-202212060450.html
[2] https://www.bfmtv.com/sante/covid-19-la-haute-autorite-de-sante-rend-un-avis-favorable-pour-deux-vaccins-de-rappel_AN-202212080367.html
[2] https://www.leparisien.fr/societe/sante/bas-rhin-un-ehpad-reconfine-apres-la-decouverte-de-plusieurs-cas-de-covid-19-09-12-2022-M6FMQFCFYZBKFCFC4I7GFGFBZE.php#xtor=AD-1481423553
[2] https://www.cnews.fr/monde/2022-12-08/covid-19-la-justice-neo-zelandaise-retire-la-garde-aux-parents-qui-avaient-refuse
[1] https://www.liberation.fr/checknews/vaccination-contre-le-covid-19-desormais-le-critere-nest-plus-le-nombre-de-doses-mais-le-delai-depuis-la-derniere-injection-20221207_JMIUBW33B5C2JEWDL2YUIFMNYE/?utm_medium=Social&xtor=CS7-51-&utm_source=Twitter#Echobox=1670417359-1
[1] https://www.bmj.com/content/379/bmj.o2838
[1] https://www.ouest-france.fr/sante/virus/coronavirus/un-ehpad-du-bas-rhin-reconfine-apres-la-decouverte-de-plusieurs-cas-de-covid-19-5f06bfd0-779e-11ed-8b33-be46011093e6?utm_source=fluxpublicactu&utm_medium=fluxrss&utm_campaign=banquedecontenu

Top URLs in Tweet in G10:
[6] https://www.nytimes.com/2022/12/07/opinion/environment/covid-19-pandemic-elderly-deaths.html?smid=nytcore-ios-share&referringSource=articleShare
[3] https://rumble.com/v1ze4d0-covid-19-vaccines-what-they-are-how-they-work-and-possible-causes-of-injuri.html
[2] https://www.ons.gov.uk/peoplepopulationandcommunity/healthandsocialcare/conditionsanddiseases/bulletins/coronaviruscovid19infectionsurveypilot/9december2022
[2] https://www.business-standard.com/article/current-affairs/hospitals-report-10-20-spike-in-heart-attacks-in-post-covid-19-era-122082401144_1.html
[2] https://www.heartfoundation.org.au/bundles/support/covid-19-and-heart-disease-risks
[1] https://twitter.com/raffyflynnart/status/1600951645059567616
[1] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41586-021-03553-9
[1] https://jamanetwork.com/journals/jamanetworkopen/fullarticle/2796649
[1] https://publichealthontario.ca/-/media/Documents/nCoV/voc/2022/07/evidence-brief-ba4-ba5-risk-assessment-jul-8.pdf
[1] https://www.frontiersin.org/articles/10.3389/fimmu.2021.640644/full

Top Domains
Top Domains in Tweet in Entire Graph:
[223] twitter.com
[76] rumble.com
[60] com.br
[54] nih.gov
[53] nhs.uk
[42] europa.eu
[41] co.uk
[41] medrxiv.org
[39] theepochtimes.com
[36] com.ar

Top Domains in Tweet in G1:
[55] twitter.com
[33] nih.gov
[27] nhs.uk
[24] com.br
[22] com.ar
[18] theepochtimes.com
[16] youtube.com
[15] co.uk
[15] foxnews.com
[13] rumble.com

Top Domains in Tweet in G2:
[11] venezuela-news.com
[10] gob.ve
[9] estheadn.ml
[6] com.ve
[3] b1tly4n3s.com
[2] cutt.ly

Top Domains in Tweet in G3:
[2] gov.scot
[2] redvoicemedia.com
[2] rumble.com
[1] healthline.com
[1] foxnews.com

Top Domains in Tweet in G4:
[8] theepochtimes.com
[7] rumble.com
[7] childrenshealthdefense.org
[3] parliament.uk
[3] bit.ly
[3] t.me
[2] usrtk.org
[2] fda.gov
[2] twitter.com
[2] substack.com

Top Domains in Tweet in G5:
[26] medrxiv.org
[11] cureus.com
[8] twitter.com
[7] thelocal.dk
[4] liberation.fr
[3] rumble.com
[2] nature.com
[2] francesoir.fr
[2] childrenshealthdefense.org
[2] aimsib.org

Top Domains in Tweet in G6:
[6] rumble.com
[1] nbcnewyork.com
[1] liberation.fr

Top Domains in Tweet in G7:
[35] europa.eu
[7] euractiv.fr
[2] aflegal.org
[1] twitter.com

Top Domains in Tweet in G8:
[1] dw.com

Top Domains in Tweet in G9:
[18] bfmtv.com
[2] leparisien.fr
[2] cnews.fr
[1] liberation.fr
[1] bmj.com
[1] ouest-france.fr
[1] webmd.com
[1] covidtracker.fr
[1] francetvinfo.fr
[1] ladepeche.fr

Top Domains in Tweet in G10:
[7] nytimes.com
[3] rumble.com
[2] gov.uk
[2] twitter.com
[2] business-standard.com
[2] org.au
[1] nature.com
[1] jamanetwork.com
[1] publichealthontario.ca
[1] frontiersin.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[244] covid19
[200] covid_19
[187] covid
[171] prevención
[132] jornadadevacunación
[128] plenocomolalunallena
[123] 8dic
[98] entérate
[80] twitterfiles
[56] inamehinforma



Top Hashtags in Tweet in G1:
[69] covid19
[36] covid
[23] coronavirus
[19] covid_19
[13] china
[12] コロナ
[11] longcovid
[7] pakistanaresilientnation
[7] pwlc
[6] kinerjabriq3

Top Hashtags in Tweet in G2:
[169] prevención
[132] jornadadevacunación
[112] plenocomolalunallena
[102] 8dic
[96] entérate
[51] inamehinforma
[51] video
[43] notisalud
[35] venezuelaindestructible
[34] covid

Top Hashtags in Tweet in G4:
[7] covid19
[4] chdtv
[4] covid
[3] fda
[3] ivermectin
[3] moderna
[1] diedsuddenly
[1] myocarditis
[1] stoptheshots
[1] vaccine

Top Hashtags in Tweet in G5:
[27] pfizer
[21] covid19
[3] covid
[2] communiqué
[2] vaccination
[1] covid_19
[1] vaccins
[1] français
[1] sanofi
[1] novavax

Top Hashtags in Tweet in G7:
[78] twitterfiles
[11] covid_19
[3] bigpharma
[3] macrondegage
[2] truth
[2] factcheckgate
[2] energiecrisis
[2] russiaukrainewar
[2] mckinsey
[2] bigtech

Top Hashtags in Tweet in G9:
[4] covid19
[1] covid_19
[1] passevaccinal
[1] 3emedose
[1] 4emedose
[1] 5emedose
[1] bigpharma

Top Hashtags in Tweet in G10:
[8] covid19
[3] covidisnotover
[2] recoverytrial
[2] urgencyofequity
[1] covid
[1] rsv
[1] health
[1] vaccine
[1] cgtnamerica
[1] strepa

Top Words
Top Words in Tweet in Entire Graph:
[6642] covid
[6195] 19
[463] vaccine
[452] contra
[409] vtvcanal8
[363] vaccines
[344] china
[340] health
[339] co
[331] during

Top Words in Tweet in G1:
[1108] covid
[1058] 19
[91] vaccine
[78] health
[74] 2022
[74] china
[69] #covid19
[57] pandemic
[55] flu
[51] more

Top Words in Tweet in G2:
[648] 19
[616] covid
[409] vtvcanal8
[245] contra
[169] #prevención
[169] mejor
[169] vacunas
[169] combate
[169] consciente
[169] mascarilla

Top Words in Tweet in G3:
[181] co
[180] watch
[180] trial
[179] tells
[179] react19org
[179] founder
[179] brianne
[179] dressen
[179] astrazeneca
[179] secrets

Top Words in Tweet in G4:
[173] covid
[171] 19
[111] senronjohnson
[109] vaccines
[76] mrna
[71] flsurgeongen
[66] thank
[65] adverse
[63] effects
[62] dedication

Top Words in Tweet in G5:
[160] covid
[148] 19
[57] vaccins
[52] harms
[34] vaccin
[31] aux
[30] banounhelene
[30] médias
[29] contre
[28] sociaux

Top Words in Tweet in G6:
[139] covid
[138] 19
[126] kimdotcom
[118] created
[118] govt
[117] wuhan
[117] china
[117] research
[117] function
[117] gain

Top Words in Tweet in G7:
[89] america1stlegal
[78] secret
[78] following
[78] documents
[78] breaking
[78] obtained
[78] #twitterfiles
[78] twitter
[78] portal
[78] uncovering

Top Words in Tweet in G8:
[142] sponsor
[139] dwuhlfelderlaw
[96] covid
[94] 19
[91] don
[89] trafficking
[89] used
[89] interest
[89] operation
[89] funds

Top Words in Tweet in G9:
[103] covid
[84] 19
[53] bfmtv
[44] tous
[36] rappel
[33] frcsbraun
[32] dose
[30] braun
[30] françois
[29] plus

Top Words in Tweet in G10:
[129] covid
[121] 19
[27] children
[26] people
[25] hospital
[24] cohort
[22] months
[22] 2022
[22] infection
[18] admissions

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[5912] covid,19
[303] 19,vaccines
[283] 19,vaccine
[273] contra,covid
[191] co,founder
[190] brianne,dressen
[188] react19,co
[188] astrazeneca,trial
[188] dressen,injured
[188] founder,brianne

Top Word Pairs in Tweet in G1:
[1012] covid,19
[44] 19,vaccine
[40] 19,pandemic
[27] contra,covid
[23] against,covid
[23] 19,vaccines
[22] sars,cov
[22] casos,covid
[19] 19,booster
[19] vaccine,mandate

Top Word Pairs in Tweet in G2:
[614] covid,19
[169] combate,covid
[169] mascarilla,vacunas
[169] combinación,mascarilla
[169] mejor,combinación
[169] vacunas,sé
[169] sé,consciente
[169] 19,mejor
[169] #prevención,combate
[160] consciente,cuídate

Top Word Pairs in Tweet in G3:
[179] dressen,injured
[179] trial,tells
[179] co,founder
[179] brianne,dressen
[179] tells,secrets
[179] react19,co
[179] watch,react19
[179] injured,during
[179] astrazeneca,trial
[179] during,astrazeneca

Top Word Pairs in Tweet in G4:
[169] covid,19
[107] 19,vaccines
[74] mrna,covid
[66] thank,senronjohnson
[62] effects,mrna
[62] adverse,effects
[62] dedication,adverse
[62] vaccines,addressed
[62] senronjohnson,dedication
[61] flsurgeongen,thank

Top Word Pairs in Tweet in G5:
[146] covid,19
[34] vaccins,covid
[28] web,médias
[28] médias,sociaux
[28] recherches,web
[28] harms,covid
[28] intéressant,recherches
[28] évidence,irrégularités
[28] 19,vaccines
[28] sociaux,mettent

Top Word Pairs in Tweet in G6:
[138] covid,19
[118] govt,created
[117] wuhan,lab
[117] know,govt
[117] funding,gain
[117] created,covid
[117] lab,china
[117] 19,funding
[117] research,wuhan
[117] function,research

Top Word Pairs in Tweet in G7:
[78] following,#twitterfiles
[78] obtained,documents
[78] secret,twitter
[78] breaking,following
[78] #twitterfiles,afl
[78] uncovering,secret
[78] twitter,portal
[78] afl,obtained
[78] documents,uncovering
[77] america1stlegal,breaking

Top Word Pairs in Tweet in G8:
[94] covid,19
[89] human,trafficking
[89] 19,relief
[89] fund,illegal
[89] interest,covid
[89] relief,funds
[89] trafficking,operation
[89] sponsor,don
[89] desantis,used
[89] used,interest

Top Word Pairs in Tweet in G9:
[84] covid,19
[42] bfmtv,covid
[32] dose,rappel
[30] françois,braun
[30] 19,françois
[28] préconise,dose
[28] six,mois
[28] frcsbraun,préconise
[28] rappel,tous
[28] braun,frcsbraun

Top Word Pairs in Tweet in G10:
[120] covid,19
[16] 19,admissions
[16] 12,months
[16] rate,covid
[15] admissions,cohort
[15] months,ago
[15] ago,aligns
[15] cohort,children
[15] born,12
[15] children,born

Top Replied-To
Top Replied-To in Entire Graph:
@verycoolchoice
@marshablackburn
@potus
@safedavid3
@lanatappt
@minvws
@drhoenderkamp
@meidastouch
@albomp
@rodochri90

Top Replied-To in G1:
@tizim_info

Top Replied-To in G2:
@1eraciasancarlo

Top Replied-To in G3:
@humzayousaf
@scotgovhealth

Top Replied-To in G4:
@lukestruth
@martinblachier
@vocmnews
@highwiretalk
@senronjohnson
@nightlife01

Top Replied-To in G5:
@k_bee5
@mahmoudzureik
@pgtzsche1
@franckyz74
@gcevd
@micheben
@tatiann69922625
@nicolasberrod

Top Replied-To in G6:
@kimdotcom

Top Replied-To in G9:
@bfmtv
@misthoriia
@vivreduforex
@pingouibleu

Top Replied-To in G10:
@peterhotez
@pacisandra
@jo_ro19
@catholicgirl15
@lawtontri

Top Mentioned
Top Mentioned in Entire Graph:
@vtvcanal8
@react19org
@dwuhlfelderlaw
@kimdotcom
@senronjohnson
@america1stlegal
@cbouzy
@flsurgeongen
@foxnews
@bfmtv

Top Mentioned in G1:
@o4gf5
@smcadman
@_jenniferlong
@ecotvpanama
@clubfmphilly
@lcmb_buildings
@rsapjournal
@paikaftab
@cmencke
@portalcubasi

Top Mentioned in G2:
@vtvcanal8
@minsaludve
@juanvelasque00
@inameh
@carnetdlapatria
@auxiliar_uria33
@yonathanmacha18
@czgnb_trujillo
@_karenpnt

Top Mentioned in G3:
@react19org
@hugh_mankind
@humzayousaf
@lionelmedia
@scotgovhealth
@gazbusa

Top Mentioned in G4:
@senronjohnson
@flsurgeongen
@robertkennedyjr
@childrenshd
@drjohnb2
@janjekielek
@sgtnewsnetwork
@garyruskin
@us_fda
@react19org

Top Mentioned in G5:
@banounhelene
@tatiann69922625
@michelerivasi
@sudradio
@pgtzsche1
@has_sante
@nicolasberrod
@ericarchambaul7
@dover63a
@andromaque19841

Top Mentioned in G6:
@kimdotcom
@drcole12
@liz_churchill7
@ba_serrano

Top Mentioned in G7:
@america1stlegal
@v_joron
@callifanciulla
@didiermaisto
@senronjohnson
@dover63a
@banounhelene
@alexq51430

Top Mentioned in G8:
@dwuhlfelderlaw
@chrchristensen

Top Mentioned in G9:
@bfmtv
@frcsbraun
@verity_france
@patriotes_93
@bmj_latest
@jccombe
@nathanpsmad
@sierratango74
@banquemondiale
@boodup65

Top Mentioned in G10:
@dgbassani
@lawtontri
@jeffgilchrist
@trishgreenhalgh
@meetjess
@cdcgov
@fascinatorfun
@nytopinion
@peterhotez
@joepajak

Top Tweeters
Top Tweeters in Entire Graph:
@elnacionalweb
@la_patilla
@tomthunkitsmind
@threadreaderapp
@el_cooperante
@myfavoritescene
@clubeditorial
@temaglobal
@detikcom
@tommybrain

Top Tweeters in G1:
@el_cooperante
@clubeditorial
@temaglobal
@tommybrain
@infotextual
@datoalminuto
@andyvermaut
@iacobellist
@afropages
@multigaceta

Top Tweeters in G2:
@vtvcanal8
@noticiaaldia
@noticierovv
@reporteya
@laradiodelsur
@avnve
@rnvinformativa
@arnulfovanegas5
@mippcivzla
@salser077

Top Tweeters in G3:
@paddynenagh
@lionelmedia
@jacfertuten
@chchbrs
@avrahamadler
@jer0319
@themanofyahweh
@solarcoinnews
@eric_kavanagh
@paslagter

Top Tweeters in G4:
@m2bliquis
@sonialavera
@imoresi
@pppatticake
@sarah41659531
@aler9gaby
@epochtimes
@dianabardsley
@werocktheplanet
@johns00000

Top Tweeters in G5:
@yvespdb
@delalande72
@virginievotier
@grobisr
@pradier_marc
@sinnersaint39
@andre002nicolas
@libe
@vicmahec
@saraart4

Top Tweeters in G6:
@01splcheck
@nuriallibertat2
@maryspes
@yona1959
@dlfparis16
@lalaruefrench75
@margaretmaier2
@daisylovepoppy
@micetrkaleski
@xmpolitik

Top Tweeters in G7:
@diabolo741
@nvania
@debbz8
@trusttrump2020
@s23sylvain
@mcm67738662
@smallgov4all
@dalikuko
@jscottshipman
@alfagamabetizad

Top Tweeters in G8:
@mvwinall
@ethomas3915
@kdavcor
@thenurse75
@susanfl727
@peace_afranklin
@hindertrump
@caesura30
@shortarmothelaw
@aka12144

Top Tweeters in G9:
@costeslioneler
@bfmtv
@nordsud6213
@le_parisien
@ngourd
@miftyjackson
@zehub
@trabajareuropa
@arcenetac
@alertes_info

Top Tweeters in G10:
@fascinatorfun
@ameliaaber
@marypgkeating
@curlyclaretoo
@sql_handle
@cgtnofficial
@nytopinion
@foxgrrl
@drstip
@laura__fox


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