COVID-19, Twitter, 12/7/2022 1:54:40 PM, 285718


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COVID-19_2022-12-07_00-00-01.xlsx
COVID-19_2022-12-07_00-00-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
December 07, 2022
Short Description:
COVID-19 via NodeXL https://bit.ly/3VSzKYG
@kevinbardosh
@smpwrgr
@drkerrynphelps
@jeffgilchrist
@nleblanc12
@lisa_iannattone
@cdcgov
@youtube
@raisinbred
@mihaiscorobete

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

Description:
Description
The graph represents a network of 8,930 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 Wednesday, 07 December 2022 at 08:16 UTC.

The requested start date was Wednesday, 07 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, 23-minute period from Sunday, 04 December 2022 at 11:54 UTC to Tuesday, 06 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 : 8930
Unique Edges : 4462
Edges With Duplicates : 12022
Total Edges : 16484
Number of Edge Types : 5
Retweet : 5433
MentionsInRetweet : 6237
Tweet : 2618
Mentions : 1621
Replies to : 575
Self-Loops : 2687
Reciprocated Vertex Pair Ratio : 0.00528541226215645
Reciprocated Edge Ratio : 0.010515247108307
Connected Components : 2365
Single-Vertex Connected Components : 985
Maximum Vertices in a Connected Component : 1185
Maximum Edges in a Connected Component : 2546
Maximum Geodesic Distance (Diameter) : 26
Average Geodesic Distance : 9.11686
Graph Density : 9.54149049669804E-05
Modularity : 0.51658
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 8,930 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 Wednesday, 07 December 2022 at 08:16 UTC.

The requested start date was Wednesday, 07 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, 23-minute period from Sunday, 04 December 2022 at 11:54 UTC to Tuesday, 06 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:
[21] http://www.nhs.uk/conditions/vaccinations/flu-influenza-vaccine/
[17] https://www.theepochtimes.com/health/heart-inflammation-can-be-lethal-after-covid-19-vaccination-study_4900037.html
[15] https://www.ausdoc.com.au/news/doctors-want-re-introduction-of-masking-mandates-for-indoor-public-places-as-covid-19-cases-rise/
[13] https://petermcculloughmd.substack.com/p/covid-19-vaccines-what-they-are-how
[13] https://www.folkhalsomyndigheten.se/nyheter-och-press/nyhetsarkiv/2022/september/rekommendation-om-allman-vaccination-mot-covid-19-for-barn-1217-ar-tas-bort/
[13] https://www.zerohedge.com/covid-19/not-even-n95-masks-work-stop-covid
[12] https://petition.parliament.uk/petitions/628165
[12] https://geoffnesnow.medium.com/we-cant-wish-covid-19-away-9f7d1e9aee65
[10] https://www.frontnieuws.com/voormalig-medewerkster-van-pfizer-iedereen-wist-dat-het-covid-19-vaccin-een-crimineel-biowapen-was/
[10] https://noticias.uol.com.br/saude/ultimas-noticias/redacao/2022/12/05/remedio-covid-19-paxlovid-pfizer-sus-farmacia-anvisa.htm?utm_source=twitter&utm_medium=social-media&utm_content=geral&utm_campaign=uol

Top URLs in Tweet in G1:
[16] http://www.nhs.uk/conditions/vaccinations/flu-influenza-vaccine/
[6] https://mxmnews.com
[5] https://www.zerohedge.com/covid-19/not-even-n95-masks-work-stop-covid
[5] https://kerjha.com/tiga-sumber-pertumbuhan-baru-pasca-pandemi-covid-19/
[3] https://singapore.4-news.my.id/?p=196
[3] https://www.pennlive.com/coronavirus/2022/12/pfizer-asks-fda-to-clear-updated-covid-19-vaccine-for-kids-under-5.html
[3] https://petition.parliament.uk/petitions/628165
[3] https://www.dailymaverick.co.za/article/2022-12-01-latest-siu-report-reveals-billions-more-rands-of-unlawful-and-dodgy-covid-19-spending-exposed/?utm_source=addthis&utm_medium=twitter
[3] https://app.powerbi.com/view?r=eyJrIjoiZDhlMTg1MWQtZGJiNC00ZjQ0LWFiNmMtZDkyYmYwNTQwMzc1IiwidCI6IjUxYjQ2YzE0LTliMWQtNDAzYy04NTA0LWMwOWYxOTAyODIwZCIsImMiOjN9
[2] https://www.ultimatepocket.com/covid-19-le-niveau-de-la-vaccination-est-desolant-selon-la-presidente-du-comite-de-veille-et-danticipati-franceinfo/

Top URLs in Tweet in G2:
[6] https://rnv.gob.ve/prensa/?p=354509
[5] https://ultimasnoticias.com.ve/noticias/mundo/evocan-posible-retorno-a-francia-de-la-mascara-obligatoria/
[5] https://ultimasnoticias.com.ve/noticias/mas-vida/venezuela-detecta-este-sabado-75-nuevos-casos-de-covid-19/
[4] https://www.vtv.gob.ve/dia-994-lucha-covid-05122022-2/
[2] https://rnv.gob.ve/prensa/?p=354415
[2] https://venezuela-news.com/dia-993-pandemia-venezuela-75-nuevos-casos-cero-fallecidos-covid/
[2] https://ultimasnoticias.com.ve/noticias/mas-vida/rehabilitacion-cardio-pulmonar-logra-superar-secuelas-del-covid-19/
[2] https://ultimasnoticias.com.ve/noticias/mundo/advierten-en-ecuador-sobre-aumento-de-infecciones-respiratorias/
[1] https://www.vtv.gob.ve/dia-993-lucha-covid-03122022/
[1] https://www.globovision.com/nacional/275/venezuela-registra-69-nuevos-contagios-por-covid19-en-las-ultimas-24-horas

Top URLs in Tweet in G3:
[10] https://geoffnesnow.medium.com/we-cant-wish-covid-19-away-9f7d1e9aee65
[7] https://www.rrr.org.au/explore/podcasts/uncommon-sense/episodes/6333-professor-brendan-crabb-on-the-scientific-reality-of-covid-19-for-all-australians
[6] https://www.theaustralian.com.au/subscribe/news/1/?sourceCode=TAWEB_WRE170_a_GGL&dest=https%3A%2F%2Fwww.theaustralian.com.au%2Fnation%2Fpolitics%2Fup-to-half-a-million-australians-could-have-covid19%2Fnews-story%2F5a28d3ade44865d637c65466ccf61262&memtype=registered&mode=premium&v21=dynamic-high-test-score&V21spcbehaviour=append
[2] https://merionwest.com/2022/12/04/covid-19-and-the-banality-of-evil/
[2] https://www.walgreens.com/healthcare-solutions/covid-19-index
[2] https://www.ausdoc.com.au/news/doctors-want-re-introduction-of-masking-mandates-for-indoor-public-places-as-covid-19-cases-rise/
[1] https://www.theaustralian.com.au/subscribe/news/1/?sourceCode=TAWEB_WRE170_a_GGL&dest=https%3A%2F%2Fwww.theaustralian.com.au%2Fnation%2Fmolnupiravir-effective-covid-antiviral-acting-cmo-michael-kidd%2Fnews-story%2F728062fb5e9d657e4443c3504ec6a34b&memtype=registered&mode=premium&v21=dynamic-high-test-score&V21spcbehaviour=append
[1] https://www.nzherald.co.nz/nz/politics/watch-live-jacinda-ardern-announces-next-steps-for-covid-19-inquiry/QZZBWCEEF5HFXH33B4NBD2LT6M/
[1] https://www.forbes.com/sites/brucelee/2020/12/12/boston-biogen-conference-led-to-over-300000-covid-19-coronavirus-cases/
[1] https://twitter.com/patientadvau/status/1599519913353576448

Top URLs in Tweet in G5:
[8] https://qg.media/blog/laurent-mucchielli/pourquoi-les-enfants-et-de-nombreux-adultes-sont-peu-affectes-par-le-covid-19/
[3] https://www.gov.uk/government/publications/regulatory-approval-of-pfizer-biontech-vaccine-for-covid-19/summary-public-assessment-report-for-pfizerbiontech-covid-19-vaccine
[3] https://www.cnews.fr/france/2022-12-04/covid-19-la-presidente-du-covars-deplore-le-niveau-desolant-de-la-vaccination
[2] https://www.weforum.org/agenda/2020/06/ppe-masks-gloves-coronavirus-ocean-pollution/
[2] https://www.theepochtimes.com/health/miraculous-recovery-of-hypoxemic-covid-19-patients-with-ivermectin_4899987.html
[2] https://www.theepochtimes.com/fauci-couldnt-name-any-studies-showing-masks-work-against-covid-19-lawyers_4888725.html?utm_source=ref_share&utm_campaign=tw&rs=SHRFVNKHN
[2] https://www.lelibrepenseur.org/vax-covid-19-lansm-annonce-46-989-cas-deffets-indesirables-graves-au-17-nov-2022/
[2] https://covid-vaccine.canada.ca/info/pdf/pfizer-biontech-covid-19-vaccine-pm1-en.pdf
[2] https://www.leparisien.fr/societe/sante/covid-19-le-renforcement-du-port-du-masque-est-necessaire-plaide-la-presidente-du-covars-04-12-2022-AHHE6SYHCNEXNEGHSTWHQTKASA.php
[2] https://www.francetvinfo.fr/sante/maladie/coronavirus/vaccin/covid-19-six-questions-sur-la-premiere-reintegration-d-une-soignante-non-vaccinee_5520030.html

Top URLs in Tweet in G6:
[2] https://www.francetvinfo.fr/sante/maladie/coronavirus/vaccin/covid-19-quelles-sont-les-personnes-qui-peuvent-recevoir-une-nouvelle-dose-de-rappel_5526471.html
[2] https://www.francetvinfo.fr/sante/maladie/coronavirus/vaccin/covid-19-la-presidente-du-covars-deplore-le-niveau-desolant-de-la-vaccination_5522148.html
[2] https://www.francetvinfo.fr/sante/maladie/coronavirus/vaccin/covid-19-quelles-sont-les-personnes-qui-peuvent-recevoir-une-nouvelle-dose-de-rappel_5526471.html#xtor=CS2-765-%5Bautres%5D-
[2] https://www.propublica.org/article/editors-note-a-review-of-criticisms-of-a-propublica-vanity-fair-story-on-a-covid-origins-report?utm_source=sailthru&utm_medium=email&utm_campaign=majorinvestigations&utm_content=river
[1] https://twitter.com/FLSurgeonGen/status/1598703580864815109
[1] https://www.francetvinfo.fr/sante/maladie/coronavirus/temoignages-covid-19-c-est-difficile-d-accepter-ce-changement-confient-des-chinois-apres-la-levee-soudaine-des-restrictions-sanitaires_5526567.html
[1] https://brownstone.org/articles/more-than-400-studies-on-the-failure-of-compulsory-covid-interventions/
[1] https://www.francetvinfo.fr/replay-magazine/france-2/13h15/video-covid-19-au-coeur-d-une-discussion-sur-la-vaccination-avec-des-soignants-du-service-des-urgences-de-l-hopital-delafontaine-en-seine-saint-denis_4261469.html
[1] https://cogiito.com/a-la-une/les-vaccins-covid-19-sur-les-bebes-provoquent-des-lesions-cerebrales-des-convulsions-et-des-eruptions-cutanees-qui-sont-des-effets-secondaires-enregistres-dans-le-vaers/
[1] https://www.francesoir.fr/societe-sante/covid-19-les-entretiens-de-jean-marc-sabatier-pour-france-soir-reunis-dans-un-recueil

Top URLs in Tweet in G8:
[4] https://www.b1tly4n3s.com/internacionales/cientifico-que-afirma-haber-trabajado-con-laboratorio-de-wuhan-asegura-que-el-covid-19-fue-creado-por-el-hombre/
[2] https://www.b1tly4n3s.com/nacionales/ultima-hora-venezuela-confirma-75-nuevos-casos-por-covid-19-en-las-ultimas-24-horas-3dic/
[2] https://mendozatoday.com.ar/2022/12/02/la-justicia-suspendio-la-campana-de-vacunacion-contra-el-covid-19-y-puso-en-jaque-la-estrategia-sanitaria-del-estado-argentino/
[1] https://expose-news.com/2022/11/27/covid-vaccine-causing-depopulation-gov-data-pfizer-docs/
[1] https://www.semana.com/nacion/articulo/el-covid-19-vuelve-a-amenazar-a-colombia-se-dispararon-los-contagios-y-volveran-algunas-restricciones-que-hay-que-hacer/202231/?utm_medium=Social&utm_campaign=Echobox&utm_source=Twitter#Echobox=1670063916
[1] https://www.semana.com/salud/articulo/cientifico-que-trabajo-en-proyecto-de-wuhan-dice-que-la-covid-19-salio-de-un-laboratorio-es-una-posibilidad-o-una-teoria-de-la-conspiracion/202254/?utm_medium=Social&utm_campaign=Echobox&utm_source=Twitter#Echobox=1670208012-1
[1] https://phmpt.org/wp-content/uploads/2021/11/5.3.6-postmarketing-experience.pdf
[1] https://twitter.com/gonzalodiazmd/status/1522843886686724098

Top URLs in Tweet in G9:
[4] https://www.cnbc.com/2021/05/26/doj-charges-14-people-in-alleged-health-care-fraud-related-to-covid-19.html
[1] https://renz-law.com/attorney-tom-renz-files-lawsuit-supported-by-make-americans-free-again-against-ecohealth-alliance-daszak-baric-for-the-creation-cover-up-of-covid-19/
[1] https://www.dailymail.co.uk/news/article-9188453/Scientist-flew-native-China-infected-COVID-19-spared-jail-time.html
[1] https://www.inquirer.com/health/coronavirus/paul-offit-philadelphia-covid-vaccine-bivalent-booster-20221108.html
[1] https://idp.springer.com/authorize?response_type=cookie&client_id=springerlink&redirect_uri=https%3A%2F%2Flink.springer.com%2Farticle%2F10.1007%2Fs00392-022-02129-5
[1] https://www.businessinsider.com/conservative-radio-hosts-anti-maskers-death-covid-19-2021-9?amp

Top URLs in Tweet in G10:
[2] https://jme.bmj.com/content/early/2022/12/05/jme-2022-108449
[2] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8879308/
[1] https://twitter.com/ajlamesa/status/1599510109558050816
[1] https://www.foxnews.com/video/6316641164112
[1] https://usrtk.org/wp-content/uploads/2022/12/USRTK-v-HHS-Initial-Case-Management-Statement.pdf
[1] https://twitter.com/kevinbardosh/status/1599866819988578304
[1] https://www.city-journal.org/emails-cast-more-doubt-on-the-official-covid-story#.Y40wqUVYdm8.twitter
[1] https://twitter.com/mtaibbi/status/1598822959866683394
[1] https://www.irishtimes.com/news/health/let-coronavirus-spread-through-under-60-population-dail-committee-told-1.4361858#.X2uUfnL18uc.twitter

Top Domains
Top Domains in Tweet in Entire Graph:
[181] twitter.com
[123] blogspot.com
[73] com.br
[54] theepochtimes.com
[51] com.au
[45] bit.ly
[43] nhs.uk
[41] youtube.com
[38] co.uk
[33] nih.gov

Top Domains in Tweet in G1:
[44] twitter.com
[42] com.br
[25] nhs.uk
[19] com.ar
[15] theepochtimes.com
[9] nih.gov
[9] co.uk
[8] amazon.com
[8] co.za
[7] co.jp

Top Domains in Tweet in G2:
[15] com.ve
[14] gob.ve
[2] venezuela-news.com
[2] globovision.com
[1] mazo4f.com

Top Domains in Tweet in G3:
[15] com.au
[10] medium.com
[7] org.au
[5] net.au
[3] twitter.com
[2] forbes.com
[2] merionwest.com
[2] walgreens.com
[1] co.nz
[1] reuters.com

Top Domains in Tweet in G5:
[8] qg.media
[6] theepochtimes.com
[3] weforum.org
[3] gov.uk
[3] cnews.fr
[3] francetvinfo.fr
[2] tmrjournals.com
[2] childrenshealthdefense.org
[2] lelibrepenseur.org
[2] canada.ca

Top Domains in Tweet in G6:
[8] francetvinfo.fr
[4] francesoir.fr
[2] twitter.com
[2] propublica.org
[1] brownstone.org
[1] cogiito.com
[1] scientificfreedom.dk

Top Domains in Tweet in G8:
[6] b1tly4n3s.com
[2] semana.com
[2] com.ar
[1] expose-news.com
[1] phmpt.org
[1] twitter.com

Top Domains in Tweet in G9:
[4] cnbc.com
[1] renz-law.com
[1] co.uk
[1] inquirer.com
[1] springer.com
[1] businessinsider.com

Top Domains in Tweet in G10:
[3] twitter.com
[2] bmj.com
[2] nih.gov
[1] foxnews.com
[1] usrtk.org
[1] city-journal.org
[1] irishtimes.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[315] covid19
[313] covid_19
[272] jornadadevacunación
[228] covid
[197] prevención
[132] hueleanavidad
[129] entérate
[80] coronavirus
[78] covidー19
[63] toquedequeda



Top Hashtags in Tweet in G1:
[56] covid19
[39] covid
[36] kinerjabriq3
[27] coronavirus
[21] covid_19
[9] news
[6] china
[6] salud
[5] health
[5] transformasibri

Top Hashtags in Tweet in G2:
[266] jornadadevacunación
[182] prevención
[127] entérate
[113] hueleanavidad
[48] navidadépocadereencuentro
[39] 6dic
[35] 5dic
[34] 4dic
[22] resistenciaheroica
[19] inamehinforma

Top Hashtags in Tweet in G3:
[8] covid19aus
[5] auspol
[5] covid19
[2] bnnaustralia
[1] covid19nz
[1] nurses
[1] midwives
[1] agedcare
[1] hospitals
[1] vigilagainstcovid

Top Hashtags in Tweet in G5:
[9] covid_19
[8] vaccination
[5] co_vid
[2] justicepourlessuspendus
[1] ukraine
[1] soignantssuspendus
[1] mortsubite

Top Hashtags in Tweet in G6:
[9] effetssecondaires
[9] vaccins
[9] covid_19
[1] covid19
[1] covidisntover
[1] covid
[1] covidvaccine
[1] sarscov2
[1] vaccine
[1] vaccinesideeffects

Top Hashtags in Tweet in G8:
[30] covid_19
[4] covid19
[2] 3dic
[1] pactodelcambio
[1] jornadadevacunación
[1] prevención

Top Hashtags in Tweet in G9:
[6] dalglish
[4] bayer
[1] covid
[1] vaccini
[1] heartattack
[1] sads
[1] suddendeath
[1] vaccines
[1] chdtv

Top Hashtags in Tweet in G10:
[4] foia

Top Words
Top Words in Tweet in Entire Graph:
[6441] covid
[6064] 19
[600] contra
[585] vtvcanal8
[350] vaccine
[315] #covid19
[313] #covid_19
[313] vacunas
[284] 2022
[277] mascarilla

Top Words in Tweet in G1:
[1030] covid
[987] 19
[62] 2022
[59] vaccine
[57] more
[56] yang
[56] flu
[56] #covid19
[53] china
[51] casos

Top Words in Tweet in G2:
[619] 19
[617] covid
[571] vtvcanal8
[266] #jornadadevacunación
[220] mascarilla
[210] contra
[200] cuídate
[193] mejor
[193] vacunas
[193] combate

Top Words in Tweet in G3:
[185] covid
[142] 19
[46] albomp
[40] positive
[31] test
[30] pcr
[30] afternoon
[29] result
[29] isolating
[28] routine

Top Words in Tweet in G4:
[184] drpaulofariaadv
[154] morreu
[151] bruno
[151] oscar
[151] graf
[150] astrazeneca
[150] chamado
[150] veneno
[150] supostamente
[150] uma

Top Words in Tweet in G5:
[61] covid
[55] 19
[30] contre
[26] ansm
[26] vaccins
[22] 2022
[19] rappel
[18] caudehenrion
[17] 22
[17] fiches

Top Words in Tweet in G6:
[84] covid
[82] 19
[57] sont
[51] convulsions
[51] lésions
[51] provoquent
[51] vaccins
[51] cérébrales
[51] bébés
[51] éruptions

Top Words in Tweet in G7:
[123] jameshu29812484
[122] kelly
[122] ernby
[120] california
[120] deputy
[120] orange
[120] county
[120] star
[120] district
[120] night

Top Words in Tweet in G8:
[99] 19
[99] covid
[56] ninguna
[35] científico
[33] wuhan
[33] laboratorio
[30] #covid_19
[28] creado
[28] haber
[28] vacunas

Top Words in Tweet in G9:
[112] covid
[108] 19
[47] vaccines
[44] cause
[31] deaths
[25] jennifermarguli
[25] vaccine
[22] truth
[22] flsurgeongen
[21] biden

Top Words in Tweet in G10:
[122] covid
[112] 19
[77] net
[75] young
[75] adults
[74] cause
[74] 18
[74] 29
[73] boosters
[71] paper

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[5738] covid,19
[355] contra,covid
[248] vtvcanal8,#jornadadevacunación
[216] combate,covid
[212] 19,mejor
[212] mascarilla,vacunas
[212] combinación,mascarilla
[212] consciente,cuídate
[212] mejor,combinación
[212] vacunas,sé

Top Word Pairs in Tweet in G1:
[959] covid,19
[47] pandemi,covid
[38] 19,pandemic
[37] contra,covid
[31] 19,vaccine
[28] casos,covid
[23] 19,booster
[21] 19,yang
[21] during,covid
[20] pertama,pandemi

Top Word Pairs in Tweet in G2:
[612] covid,19
[242] vtvcanal8,#jornadadevacunación
[193] combate,covid
[193] mascarilla,vacunas
[193] consciente,cuídate
[193] combinación,mascarilla
[193] mejor,combinación
[193] vacunas,sé
[193] sé,consciente
[193] 19,mejor

Top Word Pairs in Tweet in G3:
[138] covid,19
[29] result,covid
[28] afternoon,routine
[28] routine,pcr
[28] positive,result
[28] 19,isolating
[28] test,returned
[28] pcr,test
[28] returned,positive
[27] albomp,afternoon

Top Word Pairs in Tweet in G4:
[151] oscar,graf
[151] bruno,oscar
[150] supostamente,desenvolvido
[150] uma,única
[150] morreu,após
[150] tomar,uma
[150] graf,28
[150] após,tomar
[150] anos,morreu
[150] chamado,astrazeneca

Top Word Pairs in Tweet in G5:
[55] covid,19
[27] contre,covid
[25] 19,ansm
[19] vaccins,contre
[17] fiches,différentes
[17] autorités,régulation
[17] régulation,uk
[17] important,partager
[17] rappel,important
[17] uk,recommandent

Top Word Pairs in Tweet in G6:
[82] covid,19
[51] provoquent,lésions
[51] cutanées,sont
[51] cérébrales,convulsions
[51] éruptions,cutanées
[51] vaccins,covid
[51] convulsions,éruptions
[51] 19,bébés
[51] bébés,provoquent
[51] lésions,cérébrales

Top Word Pairs in Tweet in G7:
[122] kelly,ernby
[120] district,attorney
[120] announced,orange
[120] ernby,rising
[120] deputy,district
[120] attorney,kelly
[120] orange,county
[120] rising,star
[120] night,announced
[120] county,california

Top Word Pairs in Tweet in G8:
[99] covid,19
[28] laboratorio,wuhan
[27] afirma,haber
[27] haber,trabajado
[27] asegura,covid
[27] fda,aprobó
[27] wuhan,asegura
[27] 19,creado
[27] experimentales,ninguna
[27] vacunas,#covid_19

Top Word Pairs in Tweet in G9:
[107] covid,19
[45] 19,vaccines
[28] vaccines,cause
[22] 19,vaccine
[17] aren,captured
[17] never,made
[17] mrna,covid
[17] captured,studies
[17] deaths,aren
[17] hospital,mrna

Top Word Pairs in Tweet in G10:
[111] covid,19
[74] 18,29
[74] cause,net
[72] young,adults
[71] paper,analysis
[71] analysis,suggests
[71] harm,young
[71] net,clinical
[71] 29,yr
[71] read,paper

Top Replied-To
Top Replied-To in Entire Graph:
@majrudpeter
@theactualfrosty
@whitehouse
@potus
@albomp
@reef_chain
@mohfw_india
@statsjamiefact
@ragesheen
@karl_lauterbach

Top Replied-To in G3:
@albomp
@ragesheen
@njbbari3
@crabbbrendan
@healthb4profits
@ecunurse
@bigbaddenis
@514darkcholate
@nobodyimpawtant
@pondero60943260

Top Replied-To in G5:
@antidoctes
@gayets
@hugh_mankind
@les_deqodeurs
@kevinbossuet
@saroz90995669
@mosaica13
@cnews
@spcialtk1
@marc_doyer

Top Replied-To in G6:
@franceinfo

Top Replied-To in G7:
@jameshu29812484

Top Replied-To in G8:
@agenda2030_
@revistasemana

Top Replied-To in G9:
@kevinbardosh
@captainfishnose
@jennifermarguli
@martymakary
@d_bone
@j40257
@meactnow

Top Replied-To in G10:
@vprasadmdmph
@hhsgov

Top Mentioned
Top Mentioned in Entire Graph:
@vtvcanal8
@drpaulofariaadv
@jameshu29812484
@karinamichelin
@kevinbardosh
@dominiquetaegon
@traselvalle_obc
@jjaranaz94
@mls_dave
@cdcgov

Top Mentioned in G1:
@guty2370
@newsalpharetta
@goldendose
@pangkakistos
@mx_nishimura
@glb_health
@cgtnfrancais
@cvaccinebot
@onlivepy

Top Mentioned in G2:
@vtvcanal8
@gnbgarantedepaz
@eliza04083981
@lispzo1
@fabiola74374180
@avefenixbella
@twitera_soy
@yaritzar4
@cpmarp21
@mippcivzla

Top Mentioned in G3:
@albomp
@uncommonsense3r
@sammy4723
@crabbbrendan
@bigbaddenis
@njbbari3
@lisa_iannattone
@burnetinstitute
@gidmk
@3rrrfm

Top Mentioned in G4:
@drpaulofariaadv
@kellygrace_ofc

Top Mentioned in G5:
@caudehenrion
@fcouilbault1
@tatiann69922625
@dover63a
@sinedwarrior
@aragon_jb
@banounhelene
@koraitemavocat
@antidoctes
@lepretretony

Top Mentioned in G6:
@erikloridan
@france_soir
@statchriscotton
@micheljeandomi1
@ligne__droite
@franceinfo
@mounotella
@sabatierjeanma1
@pgtzsche1
@michelerivasi

Top Mentioned in G7:
@jameshu29812484
@teddysmom1
@dushan41
@mls_dave
@franc95252066

Top Mentioned in G8:
@giuseppenoc
@albertorodnews
@juannave
@prohibidosaber
@juezlopezmdp
@polityzen
@daiana32542092
@minalimenven
@shelaguia
@revistasemana

Top Mentioned in G9:
@jennifermarguli
@flsurgeongen
@bennyjohnson
@_janey_j
@eduardomenoni
@leochamaeleo
@tracybethhoeg
@aghuff
@seanhannity
@senronjohnson

Top Mentioned in G10:
@kevinbardosh
@vprasadmdmph
@omneco
@r_h_ebright
@garyruskin
@sgtnewsnetwork
@heimbergecon
@hanskoppies
@markmarkiem
@ethan_harsell

Top Tweeters
Top Tweeters in Entire Graph:
@caraotadigital
@la_patilla
@ja8yum
@tomthunkitsmind
@jornalistavitor
@yoshiki7111
@americanair
@detikcom
@tuitsugerido
@iacobellist

Top Tweeters in G1:
@yoshiki7111
@tuitsugerido
@iacobellist
@okezonenews
@republikaonline
@areaeditorial
@titrespresse
@vivacoid
@crweworld
@3novices

Top Tweeters in G2:
@unoticias
@vtvcanal8
@rnvinformativa
@rafaelrs110
@mippcivzla
@cancilleriave
@cvcdvcptcabello
@rodalexandre25
@erick_bas1988
@marianoguera21

Top Tweeters in G3:
@sallyrmelb
@nitenitemelissa
@fedupofpollys
@northway_debbie
@flomoll
@johnsalmond
@msmariablack
@samyangel4o
@petebestuk
@rene_horton

Top Tweeters in G4:
@marizmarcella
@celoreis10
@mdbgrava
@inarabirnfeld
@reginavasco
@juniormustang
@joaoteixeira578
@erikacador
@rosimerenr
@tabatinga

Top Tweeters in G5:
@cnews
@zavatta69
@saraart4
@daniesteimer
@chriss17031
@kris_chadi
@pardomarcel
@greenb1968
@jallouxchristi1
@bobrebelles

Top Tweeters in G6:
@franceinfo
@break08stephane
@leroyphilippe_
@nc4415
@kittymiss141
@scrathefox
@evelynenahellec
@leonidas57535
@benben_bo
@shinto110

Top Tweeters in G7:
@montpellier21
@jerbon57
@rosierifka
@msronnyb
@takhar_
@utleyjacobite
@somuchtodo2
@hapkidogal
@workingtrucker
@roxy4080

Top Tweeters in G8:
@sheresade7
@vprimero
@revistasemana
@marisoljimenezm
@albertorodnews
@enferguilliani
@mapyrc
@geersixx
@yondouribista
@mariateresitab5

Top Tweeters in G9:
@graywolf442
@dandaman4us
@currusquita
@nonnamaria15
@rockets9394
@joerncarmaker
@jewwishashke
@meactnow
@mararod2013r
@pippabird

Top Tweeters in G10:
@ezralevant
@oswaldo20151
@seaglass1221
@flavr7
@petedky
@venetolink
@anneliesdezeeuw
@koryzuck
@tbcle1
@r_h_ebright