COVID-19, Twitter, 12/6/2022 3:24:08 PM, 285638


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COVID-19_2022-12-06_00-00-01.xlsx
COVID-19_2022-12-06_00-00-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
December 06, 2022
Short Description:
COVID-19 via NodeXL https://bit.ly/3UBuxDu
@jameshu29812484
@drpaulofariaadv
@elonmusk
@gop
@earthmother60
@fdoumini
@dudleybell383
@donotinnovate
@cdcgov
@danfmto

Top hashtags:
#covid_19
#covid19
#jornadadevacunación
#f1
#covid
#prevención
#entérate
#hueleanavidad

Description:
Description
The graph represents a network of 8,881 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 Tuesday, 06 December 2022 at 08:16 UTC.

The requested start date was Tuesday, 06 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 3-day, 0-hour, 16-minute period from Friday, 02 December 2022 at 12:00 UTC to Monday, 05 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 : 8881
Unique Edges : 4230
Edges With Duplicates : 12052
Total Edges : 16282
Number of Edge Types : 5
Retweet : 5499
MentionsInRetweet : 6142
Tweet : 2568
Mentions : 1494
Replies to : 579
Self-Loops : 2627
Reciprocated Vertex Pair Ratio : 0.00454849498327759
Reciprocated Edge Ratio : 0.00905579970701824
Connected Components : 2276
Single-Vertex Connected Components : 957
Maximum Vertices in a Connected Component : 1481
Maximum Edges in a Connected Component : 3262
Maximum Geodesic Distance (Diameter) : 27
Average Geodesic Distance : 9.010044
Graph Density : 9.52154158437235E-05
Modularity : 0.516498
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 8,881 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 Tuesday, 06 December 2022 at 08:16 UTC.

The requested start date was Tuesday, 06 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 3-day, 0-hour, 16-minute period from Friday, 02 December 2022 at 12:00 UTC to Monday, 05 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:
[25] https://www.theepochtimes.com/health/heart-inflammation-can-be-lethal-after-covid-19-vaccination-study_4900037.html
[24] https://www.zerohedge.com/covid-19/not-even-n95-masks-work-stop-covid
[19] http://www.nhs.uk/conditions/vaccinations/flu-influenza-vaccine/
[15] https://www.ausdoc.com.au/news/doctors-want-re-introduction-of-masking-mandates-for-indoor-public-places-as-covid-19-cases-rise/
[14] https://www.newsmax.com/newsfront/covid-military-vaccine/2022/12/01/id/1098730/
[13] https://onlinelibrary.wiley.com/doi/10.1002/jmv.27971
[13] https://gazetabrasil.com.br/brasil/2022/12/02/fuvest-exige-3a-dose-contra-covid-19-para-candidatos-ao-vestibular/
[11] https://geoffnesnow.medium.com/we-cant-wish-covid-19-away-9f7d1e9aee65
[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
[9] https://www.youtube.com/watch?v=FEh5JyZC218&feature=youtu.be


Top URLs in Tweet in G1:
[12] http://www.nhs.uk/conditions/vaccinations/flu-influenza-vaccine/
[8] https://www.zerohedge.com/covid-19/not-even-n95-masks-work-stop-covid
[3] https://www.theepochtimes.com/health/vaccinated-people-make-up-majority-of-covid-19-mortalities-cdc-data_4895167.html
[3] https://singapore.4-news.my.id/?p=196
[3] https://app.powerbi.com/view?r=eyJrIjoiZDhlMTg1MWQtZGJiNC00ZjQ0LWFiNmMtZDkyYmYwNTQwMzc1IiwidCI6IjUxYjQ2YzE0LTliMWQtNDAzYy04NTA0LWMwOWYxOTAyODIwZCIsImMiOjN9
[2] https://www.nhs.uk/conditions/coronavirus-covid-19/coronavirus-vaccination/book-coronavirus-vaccination/
[2] https://yaledailynews.com/blog/2022/12/02/yale-study-identifies-partisan-disparity-in-excess-covid-19-death-rates/
[2] https://www.amazon.com/iHealth-COVID-19-Authorized-Non-invasive-Discomfort/dp/B09NY9MMS3?psc=1&linkCode=sl1&tag=erkan44-20&linkId=2e3b903c0a68c8f7bf1574aeaa478c16&language=en_US&ref_=as_li_ss_tl
[2] https://www.amazon.com/iHealth-COVID-19-Authorized-Non-invasive-Discomfort/dp/B09KZ6TBNY?psc=1&linkCode=sl1&tag=erkan44-20&linkId=a41e05f145f1887bc64e976885550f5b&language=en_US&ref_=as_li_ss_tl
[2] https://sweden.info-teknologi.web.id/2022/12/02/covid-19-erhoht-das-diabetes-risiko-medonline/

Top URLs in Tweet in G2:
[7] https://rnv.gob.ve/prensa/?p=354415
[5] https://ultimasnoticias.com.ve/noticias/mas-vida/venezuela-detecta-este-sabado-75-nuevos-casos-de-covid-19/
[5] https://ultimasnoticias.com.ve/noticias/mundo/evocan-posible-retorno-a-francia-de-la-mascara-obligatoria/
[4] https://www.salud.gob.ec/centros-de-salud-habilitados-para-la-vacuna-covid-19/
[4] https://venezuela-news.com/oms-90-poblacion-mundial-nivel-inmunidad-covid-19/
[4] https://ultimasnoticias.com.ve/noticias/mas-vida/venezuela-detecta-62-nuevos-casos-por-covid-19-este-viernes/
[3] https://venezuela-news.com/dia-993-pandemia-venezuela-75-nuevos-casos-cero-fallecidos-covid/
[3] https://venezuela-news.com/venezuela-registra-64-nuevos-casos-covid-19/
[2] https://www.vtv.gob.ve/cientificos-hallan-cinco-virus-vinculados-covid-19/
[2] https://www.vtv.gob.ve/dia-994-lucha-covid-05122022-2/

Top URLs in Tweet in G3:
[8] https://pvtimes.com/news/disgraced-nevada-researcher-behind-fauci-covid-19-conspiracy-theory-87915/
[1] https://transparency.twitter.com/en/reports/covid19.html#2021-jul-dec
[1] https://www.ocregister.com/2022/01/04/husband-kelly-ernby-wasnt-vaccinated-when-she-died-of-covid-19-complications/
[1] https://twitter.com/elonmusk/status/1599224347121500160

Top URLs in Tweet in G4:
[3] https://www.espn.com.mx/deporte-motor/f1/nota/_/id/11313756/gran-premio-de-china-2023-no-se-disputara-debido-al-covid-19?ex_cid=TW_FansMX
[2] https://ovxp.mcehc.com/2022/12/05/pele-tuvo-covid-19-antes-de-ser-hospitalizado-revela-su-hija/
[2] https://ie.qudach.com/formula-one-cancels-2023-chinese-grand-prix-due-to-covid-19-restrictions-1217629.html
[2] https://twitter.com/f1/status/1598633240947851266
[1] https://alianza.shorthandstories.com/viaje-devastacion-arco-minero/index.html
[1] https://buff.ly/3XSPbSC

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/
[4] https://www.lemonde.fr/planete/article/2022/12/03/covid-19-les-raisons-de-l-echec-de-la-campagne-de-rappel-vaccinal_6152765_3244.html
[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://lesakerfrancophone.fr/jean-loup-izambert-et-claude-janvier-covid-19-le-bilan-en-40-questions
[2] https://www.sudouest.fr/sante/covid-19-il-faut-prescrire-davantage-de-traitements-au-paxlovid-preconise-brigitte-autran-13158089.php
[2] https://www.theepochtimes.com/health/miraculous-recovery-of-hypoxemic-covid-19-patients-with-ivermectin_4899987.html
[2] https://www.lelibrepenseur.org/vax-covid-19-lansm-annonce-46-989-cas-deffets-indesirables-graves-au-17-nov-2022/
[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
[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

Top URLs in Tweet in G6:
[10] https://geoffnesnow.medium.com/we-cant-wish-covid-19-away-9f7d1e9aee65
[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.ncbi.nlm.nih.gov/pmc/articles/PMC7568175/
[2] https://www.ausdoc.com.au/news/doctors-want-re-introduction-of-masking-mandates-for-indoor-public-places-as-covid-19-cases-rise/
[2] https://www.crikey.com.au/2020/10/02/covid-19-aged-care-deaths-commission/
[2] https://www.health.gov.au/resources/publications/covid-19-outbreaks-in-australian-residential-aged-care-facilities-25-november-2022?language=en
[2] https://www.publichealthontario.ca/-/media/Documents/nCoV/epi/covid-19-children-school-outbreaks-epi-summary.pdf?rev=e674369cde0d45aa9b925a22a2bcad97&sc_lang=en
[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 G7:
[2] https://ysph.yale.edu/news-article/study-finds-large-gap-in-excess-deaths-along-partisan-lines-after-covid-19-vaccines-introduced/
[1] https://www.latimes.com/california/story/2022-01-03/kelly-ernby-former-republican-assembly-candidate-and-deputy-d-a-dies-of-covid-19
[1] https://www.youtube.com/watch?v=FEh5JyZC218&feature=youtu.be


Top URLs in Tweet in G8:
[2] https://www.dailymail.co.uk/news/article-11490847/Anti-vaxxer-nurse-injected-8-600-patients-saline-instead-Covid-vaccine-walks-free.html
[1] https://expose-news.com/2022/11/27/covid-vaccine-causing-depopulation-gov-data-pfizer-docs/
[1] https://phmpt.org/wp-content/uploads/2021/11/5.3.6-postmarketing-experience.pdf
[1] https://www.inquirer.com/health/coronavirus/paul-offit-philadelphia-covid-vaccine-bivalent-booster-20221108.html
[1] https://twitter.com/gonzalodiazmd/status/1522843886686724098
[1] https://petermcculloughmd.substack.com/p/found-dead-at-home-after-covid-19?r=1d4xjz&utm_campaign=post&utm_medium=email

Top URLs in Tweet in G9:
[13] https://www.ausdoc.com.au/news/doctors-want-re-introduction-of-masking-mandates-for-indoor-public-places-as-covid-19-cases-rise/
[6] https://solidarites-sante.gouv.fr/grands-dossiers/vaccin-covid-19/je-suis-un-particulier/dose-de-rappel-covid19
[2] https://www.news-medical.net/news/20221201/Impact-of-COVID-19-on-sperm-quality.aspx
[1] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41590-021-01113-x%3Fs%3D09
[1] https://www.medsci.org/v19p1787.htm
[1] https://www.revolvermag.com/music/foo-fighters-guitarist-slams-taylor-hawkins-death-conspiracy-theorists-fk-you
[1] https://onlinelibrary.wiley.com/doi/10.1002/jmv.27971
[1] https://covid19-sciencetable.ca/sciencebrief/covid-19-and-education-disruption-in-ontario-emerging-evidence-on-impacts/
[1] https://www.theepochtimes.com/american-scientist-who-worked-for-wuhan-lab-claims-covid-19-was-genetically-engineered_4904202.html?utm_source=ref_share&utm_campaign=tw&rs=SHRPDKZK
[1] https://www.theepochtimes.com/health/vaccinated-people-make-up-majority-of-covid-19-mortalities-cdc-data_4895167.html?utm_medium=social&utm_source=twitter&utm_campaign=digitalsub

Top URLs in Tweet in G10:
[7] https://www.bfmtv.com/politique/elysee/covid-19-macron-ne-se-dit-pas-persuade-qu-il-faut-reintegrer-les-soignants-non-vaccines_AN-202212040165.html
[6] https://www.20minutes.fr/monde/3327295-20220719-covid-19-soignants-non-vaccines-font-face-ferme-opposition-academie-medecine-quant-reintegration
[4] https://www.cnews.fr/france/2022-12-04/covid-19-la-presidente-du-covars-deplore-le-niveau-desolant-de-la-vaccination
[3] https://www.bfmtv.com/sante/covid-19-pourquoi-la-campagne-de-vaccination-dediee-a-omicron-stagne-autant_AN-202212040321.html
[3] https://www.tf1info.fr/sante/epidemie-vaccination-contre-le-covid-19-la-justice-contraint-l-institut-curie-a-reintegrer-provisoirement-une-soignante-non-vaccinee-2240668.html?utm_medium=Social&utm_source=Twitter&Echobox=1670091807#xtor=CS5-113
[2] https://www.bfmtv.com/sante/covid-19-le-retour-du-masque-loin-de-faire-l-unanimite-chez-les-francais_AV-202212050171.html
[2] https://www.bfmtv.com/sante/covid-19-se-faire-revacciner-avant-les-fetes-de-fin-d-annee-a-t-il-interet_AN-202212020345.html
[2] https://www.tf1info.fr/sante/vaccination-covid-19-soignants-non-vaccines-le-cabinet-mckinsey-est-il-a-l-origine-des-suspensions-2240114.html?utm_medium=Social&utm_source=Twitter&Echobox=1669652899#xtor=CS5-113
[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.nouvelobs.com/coronavirus-de-wuhan/20221204.OBS66726/neuvieme-vague-de-covid-19-l-alerte-de-la-presidente-du-nouveau-conseil-scientifique.html?utm_term=Autofeed&utm_medium=Social&utm_source=Twitter#Echobox=1670151836

Top Domains
Top Domains in Tweet in Entire Graph:
[178] twitter.com
[88] com.br
[88] blogspot.com
[85] theepochtimes.com
[46] nhs.uk
[43] com.au
[35] youtube.com
[35] com.ar
[34] nih.gov
[34] zerohedge.com

Top Domains in Tweet in G1:
[39] com.br
[37] twitter.com
[23] nhs.uk
[23] theepochtimes.com
[16] nih.gov
[16] com.ar
[13] amazon.com
[8] co.uk
[8] zerohedge.com
[8] saltwire.com

Top Domains in Tweet in G2:
[23] com.ve
[14] gob.ve
[10] venezuela-news.com
[4] ria.ru
[4] bit.ly
[4] gob.ec
[2] cgtn.com
[2] shr.lc
[2] noticierovenevision.net
[2] mazo4f.com

Top Domains in Tweet in G3:
[8] pvtimes.com
[2] twitter.com
[1] ocregister.com

Top Domains in Tweet in G4:
[3] com.mx
[2] mcehc.com
[2] qudach.com
[2] twitter.com
[1] shorthandstories.com
[1] buff.ly

Top Domains in Tweet in G5:
[8] qg.media
[5] francesoir.fr
[4] theepochtimes.com
[4] lemonde.fr
[3] gov.uk
[3] francetvinfo.fr
[3] lesakerfrancophone.fr
[2] springer.com
[2] sudouest.fr
[2] childrenshealthdefense.org

Top Domains in Tweet in G6:
[10] medium.com
[9] com.au
[5] net.au
[5] gov.au
[2] forbes.com
[2] twitter.com
[2] merionwest.com
[2] walgreens.com
[2] nih.gov
[2] publichealthontario.ca

Top Domains in Tweet in G7:
[2] yale.edu
[1] latimes.com
[1] youtube.com

Top Domains in Tweet in G8:
[2] co.uk
[1] expose-news.com
[1] phmpt.org
[1] inquirer.com
[1] twitter.com
[1] substack.com

Top Domains in Tweet in G9:
[13] com.au
[6] theepochtimes.com
[6] gouv.fr
[2] news-medical.net
[1] nature.com
[1] medsci.org
[1] revolvermag.com
[1] wiley.com
[1] covid19-sciencetable.ca
[1] net.au

Top Domains in Tweet in G10:
[15] bfmtv.com
[10] leparisien.fr
[7] tf1info.fr
[6] 20minutes.fr
[4] nouvelobs.com
[4] cnews.fr
[3] santepubliquefrance.fr
[1] retractionwatch.com
[1] sanofi.fr
[1] francetvinfo.fr

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[329] covid_19
[282] covid19
[200] jornadadevacunación
[194] f1
[170] covid
[126] prevención
[122] entérate
[95] hueleanavidad
[71] toquedequeda
[64] estadodealarma



Top Hashtags in Tweet in G1:
[61] covid19
[47] kinerjabriq3
[43] covid
[16] coronavirus
[15] covid_19
[8] news
[6] china
[5] vaccination
[5] update
[4] nba

Top Hashtags in Tweet in G2:
[200] jornadadevacunación
[121] prevención
[121] entérate
[92] hueleanavidad
[43] expoportuguesa2022
[40] resistenciaheroica
[38] 5dic
[38] 4dic
[27] 2dic
[16] 05dic

Top Hashtags in Tweet in G4:
[189] f1
[4] últimahora
[4] viajealafosaminera
[3] chinesegrandprix
[1] shanghai
[1] f1news
[1] f12022
[1] masformula

Top Hashtags in Tweet in G5:
[18] covid_19
[18] vaccination
[2] justicepourlessuspendus
[1] covid19
[1] covidisntover
[1] covid
[1] covidvaccine
[1] sarscov2
[1] vaccine
[1] vaccinesideeffects

Top Hashtags in Tweet in G6:
[6] covid19aus
[5] auspol
[4] covid19
[2] bnnaustralia
[1] vigilagainstcovid
[1] covidisnotover
[1] covidmandate
[1] covid19nz
[1] australia
[1] health

Top Hashtags in Tweet in G7:
[1] americanpeoples
[1] covid_19
[1] january6thinsurrection
[1] fauciforprison

Top Hashtags in Tweet in G8:
[47] covid_19
[1] heartattack
[1] sads
[1] suddendeath
[1] vaccines
[1] chdtv
[1] entérate
[1] stoptheshots

Top Hashtags in Tweet in G9:
[43] longcovid
[1] covid19
[1] politas

Top Hashtags in Tweet in G10:
[8] covid
[7] covid19
[2] factcheckgate
[2] omicron
[1] bonjourchezvous
[1] publication
[1] allo
[1] masque

Top Words
Top Words in Tweet in Entire Graph:
[6581] covid
[6030] 19
[562] contra
[463] vtvcanal8
[396] china
[362] uma
[359] tomar
[354] dose
[349] drpaulofariaadv
[332] anos

Top Words in Tweet in G1:
[978] covid
[926] 19
[66] 2022
[63] china
[61] #covid19
[60] yang
[52] pandemi
[47] casos
[47] booster
[47] #kinerjabriq3

Top Words in Tweet in G2:
[610] covid
[605] 19
[460] vtvcanal8
[240] contra
[200] #jornadadevacunación
[145] venezuela
[142] salud
[140] nuevos
[136] vacunas
[136] mascarilla

Top Words in Tweet in G3:
[344] drpaulofariaadv
[301] morreu
[299] após
[299] bruno
[298] graf
[298] oscar
[297] 28
[297] veneno
[297] anos
[297] desenvolvido

Top Words in Tweet in G4:
[208] 19
[208] covid
[204] 2023
[199] f1
[191] due
[189] place
[189] take
[189] #f1
[188] ongoing
[188] situation

Top Words in Tweet in G5:
[93] covid
[91] 19
[50] 2022
[41] contre
[34] été
[34] vaccins
[33] ansm
[32] france_soir
[32] vaccin
[29] 1er

Top Words in Tweet in G6:
[151] covid
[140] 19
[51] positive
[46] albomp
[31] test
[30] pcr
[30] afternoon
[29] result
[29] isolating
[28] routine

Top Words in Tweet in G7:
[163] jameshu29812484
[162] kelly
[162] ernby
[160] orange
[160] county
[160] deputy
[159] attorney
[159] night
[159] district
[159] monday

Top Words in Tweet in G8:
[131] covid
[130] 19
[88] ninguna
[47] #covid_19
[45] vacunas
[44] fda
[43] aprobó
[43] completó
[43] toda
[43] fases

Top Words in Tweet in G9:
[98] covid
[95] 19
[46] cdcgov
[43] americans
[43] #longcovid
[43] reminder
[43] re
[43] stated
[43] heading
[42] morganstephensa

Top Words in Tweet in G10:
[83] 19
[80] covid
[36] soignants
[35] non
[30] réintégration
[29] santé
[26] ministre
[25] masque
[24] françois
[24] bfmtv

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[5831] covid,19
[406] contra,covid
[327] tomar,uma
[303] bruno,oscar
[303] oscar,graf
[302] uma,única
[302] astrazeneca,supostamente
[302] chamado,astrazeneca
[302] graf,28
[302] após,tomar

Top Word Pairs in Tweet in G1:
[894] covid,19
[50] pandemi,covid
[35] contra,covid
[34] 19,pandemic
[25] 19,vaccine
[24] casos,covid
[22] 19,yang
[21] pada,kuartal
[21] tatap,muka
[21] bisnis,umkm

Top Word Pairs in Tweet in G2:
[605] covid,19
[176] vtvcanal8,#jornadadevacunación
[145] contra,covid
[134] vacunas,sé
[134] 19,mejor
[134] mejor,combinación
[134] combate,covid
[134] combinación,mascarilla
[134] sé,consciente
[134] consciente,cuídate

Top Word Pairs in Tweet in G3:
[298] bruno,oscar
[298] oscar,graf
[297] anos,morreu
[297] morreu,após
[297] 28,anos
[297] tomar,uma
[297] uma,única
[297] astrazeneca,supostamente
[297] graf,28
[297] chamado,astrazeneca

Top Word Pairs in Tweet in G4:
[208] covid,19
[189] take,place
[188] 19,situation
[188] grand,prix
[188] place,due
[188] ongoing,difficulties
[188] presented,covid
[188] situation,#f1
[188] difficulties,presented
[188] 2023,chinese

Top Word Pairs in Tweet in G5:
[91] covid,19
[39] contre,covid
[32] 19,ansm
[27] 1er,octobre
[27] été,convoqué
[27] extrait,debriefing
[27] anonyme,été
[27] généraliste,anonyme
[27] 2022,d'un
[27] octobre,2022

Top Word Pairs in Tweet in G6:
[135] 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 G7:
[162] kelly,ernby
[160] orange,county
[159] attorney,kelly
[159] deputy,district
[159] california,deputy
[159] monday,night
[159] announced,orange
[159] county,california
[159] district,attorney
[159] ernby,rising

Top Word Pairs in Tweet in G8:
[130] covid,19
[43] fda,aprobó
[43] experimentales,ninguna
[43] vacunas,#covid_19
[43] completó,fases
[43] ninguna,completó
[43] hechos,vacunas
[43] toda,experimentales
[43] ninguna,toda
[43] #covid_19,fda

Top Word Pairs in Tweet in G9:
[87] covid,19
[43] stated,americans
[43] americans,covid
[43] #longcovid,re
[43] cdcgov,stated
[43] 19,#longcovid
[43] re,heading
[43] reminder,cdcgov
[42] morganstephensa,reminder
[13] public,places

Top Word Pairs in Tweet in G10:
[75] covid,19
[26] ministre,santé
[24] françois,braun
[23] réintégration,soignants
[23] soignants,non
[17] non,vaccinés
[14] santé,covid
[14] 19,grippe
[14] impératif,personnes
[14] personnes,fragiles

Top Replied-To
Top Replied-To in Entire Graph:
@majrudpeter
@draseemmalhotra
@gop
@nhm_up
@karl_lauterbach
@christinapushaw
@albomp
@jameshu29812484
@potus
@bfmtv

Top Replied-To in G2:
@geraldoalckmin
@embaixadachina
@cgtnofficial
@chinaambsa

Top Replied-To in G3:
@elonmusk
@houseoflight_
@wordwanderer
@truthfreedompe1
@fivetimesaugust
@drpaulofariaadv
@catturd2
@blazsikjamed
@daytobehappy
@gunthereagleman

Top Replied-To in G4:
@f1

Top Replied-To in G5:
@antidoctes
@marc_doyer
@ikkylepolak
@sinedwarrior
@lepretretony
@verity_france

Top Replied-To in G6:
@albomp
@crabbbrendan
@ragesheen
@njbbari3
@mark_butler_mp
@joaquinlife
@lisadenike
@drkate4kids
@kit_yates_maths
@peterhotez

Top Replied-To in G7:
@gop
@jameshu29812484
@drsimonegold
@katieogrady4

Top Replied-To in G8:
@agenda2030_
@jennifermarguli

Top Replied-To in G9:
@think_fungus
@fergalbowers
@cassyoconnormp

Top Replied-To in G10:
@bfmtv
@lci
@royalsegolene
@spcialtk1
@jey26898344
@nicolasberrod
@yvespdb
@gayets
@le_parisien
@eatcatalf

Top Mentioned
Top Mentioned in Entire Graph:
@vtvcanal8
@drpaulofariaadv
@f1
@jameshu29812484
@mls_dave
@sukunabikona7
@bnofeed
@cdcgov
@erikloridan
@pvanhouwelingen

Top Mentioned in G1:
@dai_jiro
@erkan84805237
@diariodegoias
@alicecharles
@ilcoperchio
@softwareone
@varginha_online
@richtig__falsch
@1pr0p0rt10n2

Top Mentioned in G2:
@vtvcanal8
@mippcivzla
@redi_andes
@salud_ec
@desurm_22
@gnbgarantedepaz
@somosrmnoticias
@unoticias
@2cmdte51monagas
@inameh

Top Mentioned in G3:
@drpaulofariaadv
@elonmusk
@renatobarrosbr
@twitter
@randolfeap
@rosanagazola
@gfiuza_oficial
@fivetimesaugust
@truthfreedompe1
@kellygrace_ofc

Top Mentioned in G4:
@f1
@runrunesweb
@dereckblanco
@espnmx
@la_patilla
@china
@qudachie
@correodelcaroni
@nomasguiso
@racingnews365c

Top Mentioned in G5:
@france_soir
@fcouilbault1
@caudehenrion
@lepretretony
@tatiann69922625
@aragon_jb
@marc_doyer
@dover63a
@calamyjane
@sinedwarrior

Top Mentioned in G6:
@albomp
@njbbari3
@sky_lee_1
@crabbbrendan
@marctennant
@lisa_iannattone
@abcaustralia
@3rrrfm
@burnetinstitute
@meetjess

Top Mentioned in G7:
@jameshu29812484
@melisab39884862
@teddysmom1
@hqdepot1
@gop
@dushan41
@mls_dave
@franc95252066
@saldied
@dnc

Top Mentioned in G8:
@giuseppenoc
@jennifermarguli
@juannave
@_janey_j
@eduardomenoni
@polityzen
@dante27455639
@prohibidosaber
@gonzalodiazmd
@tony73_censored

Top Mentioned in G9:
@cdcgov
@morganstephensa
@c_a_gustave
@drkerrynphelps
@tryangregory
@epochtimes
@toshiakima
@yash25571056
@alastairmca30
@jeffgilchrist

Top Mentioned in G10:
@bfmtv
@le_parisien
@gerard_larcher
@publicsenat
@nicolasberrod
@sarah41659531
@lci
@cnews
@gayets
@debunkeretoiles

Top Tweeters
Top Tweeters in Entire Graph:
@caraotadigital
@la_patilla
@infoitinterno
@tomthunkitsmind
@jornalistavitor
@americanair
@grandesmedios
@kompascom
@detikcom
@donsinoptico

Top Tweeters in G1:
@infoitinterno
@grandesmedios
@donsinoptico
@okezonenews
@titrespresse
@vivacoid
@3novices
@noticiasveapp
@elaragueno
@topinforma7

Top Tweeters in G2:
@caraotadigital
@unoticias
@telesurtv
@vtvcanal8
@noticierovv
@rianru
@laradiodelsur
@candanganoticia
@rnvinformativa
@gazetaru

Top Tweeters in G3:
@marizmarcella
@celsofranco
@marc49machado
@s_g_s5
@daytobehappy
@celoreis10
@mdbgrava
@inarabirnfeld
@chafurdius
@etcastros

Top Tweeters in G4:
@la_patilla
@marino29b
@runrunesweb
@ajmendozac
@auntjemimablack
@correodelcaroni
@calvinswine905
@espnmx
@chatlas
@cheerupf1sgtms

Top Tweeters in G5:
@m2bliquis
@soniacolpo
@delalande72
@william85837998
@debrouille92
@ana_pinson
@aeltermanbecas1
@zavatta69
@saraart4
@daniesteimer

Top Tweeters in G6:
@sallyrmelb
@northway_debbie
@johnsalmond
@samyangel4o
@imelda_mairead
@rene_horton
@michaelcollins
@athiinas2
@watinthe_
@wizepenguin

Top Tweeters in G7:
@funnagan
@montpellier21
@jerbon57
@rosierifka
@msronnyb
@takhar_
@utleyjacobite
@mimi_x4
@nort_lights
@somuchtodo2

Top Tweeters in G8:
@zolangegonzalez
@mapyrc
@geersixx
@dandaman4us
@manuelcortazar7
@currusquita
@escultor61
@joaquin_dasilva
@nisalsrre
@caraquenito

Top Tweeters in G9:
@mwforhr
@saffiya_khan1
@diogene2607
@epochtimes
@noahtzedek
@thisiphone1
@sanhotree
@victorg14tdc
@thomaspercy1
@healthcareglob1

Top Tweeters in G10:
@costeslioneler
@legrouxvincent
@curiouskd2000
@bfmtv
@yvespdb
@le_parisien
@sarah41659531
@mpassy_jr
@herailartigouha
@wimocean