COVID-19, Twitter, 12/5/2022 11:23:10 AM, 285535


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COVID-19_2022-12-05_00-00-01.xlsx
COVID-19_2022-12-05_00-00-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
December 05, 2022
Short Description:
COVID-19 via NodeXL https://bit.ly/3unCQbF
@drvyom
@witchdrtim
@cdcgov
@djammurray
@prodigalthe3rd
@goldeneye0071pb
@jameshu29812484
@sinedwarrior
@aussiejackie
@dupontaignan

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

Description:
Description
The graph represents a network of 8,834 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 Monday, 05 December 2022 at 08:13 UTC.

The requested start date was Monday, 05 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, 15-minute period from Thursday, 01 December 2022 at 12:02 UTC to Sunday, 04 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 : 8834
Unique Edges : 3897
Edges With Duplicates : 12590
Total Edges : 16487
Number of Edge Types : 5
Retweet : 5829
MentionsInRetweet : 6471
Replies to : 524
Mentions : 1405
Tweet : 2258
Self-Loops : 2326
Reciprocated Vertex Pair Ratio : 0.00431993716455033
Reciprocated Edge Ratio : 0.00860271115745568
Connected Components : 2023
Single-Vertex Connected Components : 801
Maximum Vertices in a Connected Component : 2580
Maximum Edges in a Connected Component : 5349
Maximum Geodesic Distance (Diameter) : 35
Average Geodesic Distance : 13.832207
Graph Density : 9.83202487861127E-05
Modularity : 0.512472
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 8,834 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 Monday, 05 December 2022 at 08:13 UTC.

The requested start date was Monday, 05 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, 15-minute period from Thursday, 01 December 2022 at 12:02 UTC to Sunday, 04 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:
[24] https://www.newsmax.com/newsfront/covid-military-vaccine/2022/12/01/id/1098730/
[23] https://www.zerohedge.com/covid-19/not-even-n95-masks-work-stop-covid
[21] https://www.theepochtimes.com/health/heart-inflammation-can-be-lethal-after-covid-19-vaccination-study_4900037.html
[17] https://www.gazetadopovo.com.br/ideias/suplementacao-com-vitamina-d-reduz-em-um-terco-mortalidade-por-covid-19-conclui-estudo-com-mais-de-meio-milhao-de-pessoas/
[14] http://www.nhs.uk/conditions/vaccinations/flu-influenza-vaccine/
[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://www.theepochtimes.com/health/vaccinated-people-make-up-majority-of-covid-19-mortalities-cdc-data_4895167.html?utm_source=News&src_src=News&utm_campaign=breaking-2022-12-01-1&src_cmp=breaking-2022-12-01-1&utm_medium=email&est=73hx%2BX3S73SQQGWuDMKnuDxsoJYHTUyb3KxTjYJwprSieCBBpAA4rYM0e4Rzhg%3D%3D
[10] https://venezuela-news.com/venezuela-registra-64-nuevos-casos-covid-19/
[10] https://www.tmrjournals.com/article.html?J_num=4&a_id=2402

Top URLs in Tweet in G1:
[10] http://www.nhs.uk/conditions/vaccinations/flu-influenza-vaccine/
[10] https://www.scmp.com/economy/china-economy/article/3201714/coronavirus-chinas-road-economic-recovery-slow-costly-and-bumpy-despite-new-phase-covid-controls
[8] https://www.zerohedge.com/covid-19/not-even-n95-masks-work-stop-covid
[4] https://www.theepochtimes.com/health/vaccinated-people-make-up-majority-of-covid-19-mortalities-cdc-data_4895167.html
[4] https://twitter.com/F1/status/1598633240947851266
[3] https://www.diariocontraste.com/2021/02/una-pareja-espanola-con-covid-19-decide-casarse-antes-de-ser-intubada/
[3] https://www.nhs.uk/covid-booster
[3] https://3eravoz.com/sucesos/venezuela-suma-75-casos-por-covid-19/
[3] https://singapore.4-news.my.id/?p=196
[3] https://app.powerbi.com/view?r=eyJrIjoiZDhlMTg1MWQtZGJiNC00ZjQ0LWFiNmMtZDkyYmYwNTQwMzc1IiwidCI6IjUxYjQ2YzE0LTliMWQtNDAzYy04NTA0LWMwOWYxOTAyODIwZCIsImMiOjN9

Top URLs in Tweet in G2:
[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://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 G3:
[10] https://venezuela-news.com/venezuela-registra-64-nuevos-casos-covid-19/
[7] https://rnv.gob.ve/prensa/?p=354415
[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/
[2] https://www.vtv.gob.ve/cientificos-hallan-cinco-virus-vinculados-covid-19/
[1] https://www.vtv.gob.ve/dia-990-lucha-covid-30112022-2/
[1] https://www.vtv.gob.ve/dia-991-lucha-covid-01122022-2/
[1] https://www.vtv.gob.ve/dia-993-lucha-covid-03122022/
[1] http://www.laradiodelsur.com.ve/covid-19-a-992-dias-de-la-pandemia-en-venezuela-se-registro-62-nuevos-contagios/

Top URLs in Tweet in G4:
[2] https://dailycaller.com/2022/11/29/twitter-quietly-stops-enforcing-covid-19-misleading-information-policy/
[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
[1] https://blog.twitter.com/en_us/topics/company/2020/covid-19
[1] https://covid-19.ca.gov/
[1] https://dailycaller.com/2022/11/30/china-covid-19-coronavirus-outbreak-outdoors-study/

Top URLs in Tweet in G5:
[2] https://bnonews.com/index.php/2022/11/covid-19-pandemic-enters-4th-year/

Top URLs in Tweet in G6:
[6] https://www.20minutes.fr/monde/3327295-20220719-covid-19-soignants-non-vaccines-font-face-ferme-opposition-academie-medecine-quant-reintegration
[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
[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.francetvinfo.fr/sante/maladie/coronavirus/vaccin/covid-19-six-questions-sur-la-premiere-reintegration-d-une-soignante-non-vaccinee_5520030.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.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
[1] https://www.francetvinfo.fr/sante/maladie/coronavirus/vaccin/covid-19-la-presidente-du-covars-deplore-le-niveau-desolant-de-la-vaccination_5522148.html
[1] https://www.europe-israel.org/2022/11/nouveau-scandale-une-commission-officielle-revele-que-lensemble-des-chiffres-diffuses-par-le-gouvernement-macron-sur-les-hospitalisations-et-deces-durant-la-periode-covid19-etaient-bidonnes-car/
[1] https://l.bfmtv.com/l0V

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:
[13] https://onlinelibrary.wiley.com/doi/10.1002/jmv.27971
[6] https://www.fukushihoken.metro.tokyo.lg.jp/iryo/kansen/corona_portal/shien/zitakuryouyou.files/meyasu.pdf
[5] https://twitter.com/SukunaBikona7/status/1574695537827160066?t=8kymL6C5JniFCFvYrD-i8w&s=19
[5] https://www.fukushihoken.metro.tokyo.lg.jp/waitperiod/waitperiod.html
[5] https://www.fukushihoken.metro.tokyo.lg.jp/iryo/kansen/corona_portal/shien/zitakuryouyouhandbook.files/zitakuryouyouhandbook02.pdf
[4] https://www.medrxiv.org/content/10.1101/2022.11.29.22282887v1
[3] https://www.ncchd.go.jp/news/2021/210817.html
[1] https://www.mhlw.go.jp/content/10900000/001018624.pdf

Top URLs in Tweet in G9:
[5] https://www.francesoir.fr/opinions-tribunes/histoire-du-covid-19-chap-10-la-verite-sous-influence-contre-linstinct-de-survie
[2] https://www.huffingtonpost.fr/politique/article/hopital-les-francais-favorables-au-retour-des-soignants-non-vaccines-contre-le-covid-19-mais-a-une-condition_210939.html
[1] https://www.lefigaro.fr/actualite-france/covid-19-la-presidente-du-covars-deplore-le-niveau-desolant-de-la-vaccination-et-appelle-a-porter-le-masque-20221204
[1] https://www.francetvinfo.fr/sante/maladie/coronavirus/covid-19-la-ministre-de-la-sante-brigitte-bourguignon-demande-aux-francais-de-remettre-le-masque-dans-les-transports_5224102.html
[1] https://www.lemonde.fr/pixels/article/2022/12/01/twitter-emmanuel-macron-estime-que-la-fin-de-la-lutte-contre-la-desinformation-liee-au-covid-19-decidee-par-elon-musk-est-un-gros-probleme_6152573_4408996.html
[1] https://www.nextgov.com/ideas/2022/11/more-republicans-died-democrats-after-covid-19-vaccines-came-out/380279/
[1] https://lelibrepenseur.org/

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
[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-vaccin-d-astra-zeneca-reduit-la-transmission-de-67-des-la-premiere-dose-selon-une-etude_AD-202102030165.html
[2] https://www.bfmtv.com/sante/covid-19-patrick-pelloux-appelle-a-retablir-l-obligation-du-masque-dans-les-transports-pour-l-hiver_AV-202212020207.html
[2] https://www.bfmtv.com/sante/covid-19-meme-les-moins-de-60-ans-peuvent-beneficier-d-une-4e-dose-de-vaccin_AV-202212020243.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.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
[2] https://solidarites-sante.gouv.fr/grands-dossiers/vaccin-covid-19/je-suis-un-particulier/dose-de-rappel-covid19
[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.tf1info.fr/international/vaccination-contre-le-covid-19-au-canada-les-anti-vaccins-arnm-envoyes-chez-le-psy-2240344.html?utm_medium=Social&utm_source=Twitter&Echobox=1669830716#xtor=CS5-113

Top Domains
Top Domains in Tweet in Entire Graph:
[185] twitter.com
[85] blogspot.com
[84] theepochtimes.com
[65] com.br
[43] nhs.uk
[36] zerohedge.com
[34] youtube.com
[28] bit.ly
[27] newsmax.com
[26] co.uk

Top Domains in Tweet in G1:
[45] twitter.com
[27] theepochtimes.com
[24] com.br
[19] nhs.uk
[13] nih.gov
[11] scmp.com
[10] co.uk
[9] zerohedge.com
[8] com.ar
[8] saltwire.com

Top Domains in Tweet in G2:
[3] com.mx
[2] qudach.com
[2] twitter.com
[1] shorthandstories.com
[1] buff.ly

Top Domains in Tweet in G3:
[17] venezuela-news.com
[12] gob.ve
[6] com.ve
[1] t.me
[1] twitter.com

Top Domains in Tweet in G4:
[3] twitter.com
[3] dailycaller.com
[1] ocregister.com
[1] ca.gov

Top Domains in Tweet in G5:
[2] bnonews.com

Top Domains in Tweet in G6:
[6] 20minutes.fr
[4] francetvinfo.fr
[4] lemonde.fr
[4] cnews.fr
[3] leparisien.fr
[3] tf1info.fr
[2] lelibrepenseur.org
[1] europe-israel.org
[1] bfmtv.com
[1] mediapart.fr

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

Top Domains in Tweet in G8:
[16] lg.jp
[13] wiley.com
[5] twitter.com
[4] go.jp
[4] medrxiv.org

Top Domains in Tweet in G9:
[5] francesoir.fr
[2] huffingtonpost.fr
[1] lefigaro.fr
[1] francetvinfo.fr
[1] lemonde.fr
[1] nextgov.com
[1] lelibrepenseur.org

Top Domains in Tweet in G10:
[17] bfmtv.com
[12] leparisien.fr
[6] tf1info.fr
[4] nouvelobs.com
[2] gouv.fr
[1] sciensano.be
[1] theepochtimes.com
[1] france24.com
[1] santepubliquefrance.fr
[1] nih.gov

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[447] f1
[301] covid_19
[249] covid19
[208] jornadadevacunación
[129] covid
[110] entérate
[98] expoportuguesa2022
[71] toquedequeda
[64] estadodealarma
[61] prevención



Top Hashtags in Tweet in G1:
[57] covid19
[29] covid
[19] covid_19
[17] kinerjabriq3
[12] htifpidukunganies
[12] aniesdidukungkhilafah
[12] reuni212tidakperlulagi
[12] reuni212ditunggangikelompokradikal
[12] reuni212politikaniesbaswedan
[12] aniespendukungkhilafah

Top Hashtags in Tweet in G2:
[432] f1
[4] últimahora
[4] viajealafosaminera
[4] 2dic
[4] covid_19
[3] chinesegrandprix
[3] rt
[2] atención
[1] shanghai
[1] f1news

Top Hashtags in Tweet in G3:
[208] jornadadevacunación
[109] entérate
[88] expoportuguesa2022
[61] prevención
[48] navidadessinsanciones
[39] resistenciaheroica
[37] 2dic
[34] 4dic
[23] covid_19
[12] juntosporlavidaylapaz

Top Hashtags in Tweet in G4:
[3] covid19
[1] covid_19
[1] leaveourkidsalone
[1] leaveourchildrenalone
[1] mybodymychoice
[1] weknowyourelying

Top Hashtags in Tweet in G6:
[26] covid_19
[17] vaccination
[3] girard
[2] justicepourlessuspendus
[2] soros
[2] nwo
[1] soignantssuspendus
[1] mortsubite
[1] parlementaire
[1] ensemblepourleslibertes

Top Hashtags in Tweet in G7:
[1] fauciforprison

Top Hashtags in Tweet in G9:
[2] francesoirlavaitdit
[1] covid_19
[1] vaccination
[1] républicains
[1] démocrates

Top Hashtags in Tweet in G10:
[7] covid19
[4] access
[4] covid_19
[2] canada
[2] omicron
[2] vacunas
[1] f1
[1] reintegrezlessuspendus
[1] allo
[1] masque

Top Words
Top Words in Tweet in Entire Graph:
[6533] covid
[5964] 19
[599] 2023
[583] china
[555] due
[548] take
[545] chinese
[516] place
[506] situation
[501] grand

Top Words in Tweet in G1:
[828] covid
[774] 19
[63] 2022
[62] china
[57] #covid19
[45] booster
[43] contra
[42] vaccine
[41] casos
[41] cases

Top Words in Tweet in G2:
[457] covid
[456] 19
[454] 2023
[445] f1
[437] due
[435] take
[435] place
[434] presented
[434] prix
[434] ongoing

Top Words in Tweet in G3:
[449] 19
[448] covid
[428] vtvcanal8
[208] #jornadadevacunación
[185] estado
[184] gravemente
[184] estás
[184] embarazada
[184] probabilidades
[184] tienes

Top Words in Tweet in G4:
[298] drpaulofariaadv
[281] morreu
[280] após
[280] bruno
[279] graf
[279] oscar
[278] 28
[278] veneno
[278] anos
[278] desenvolvido

Top Words in Tweet in G5:
[264] 19
[264] covid
[259] bnofeed
[258] more
[250] starts
[249] ago
[249] first
[249] confirmed
[249] years
[249] feeling

Top Words in Tweet in G6:
[81] covid
[81] 19
[46] ça
[31] ansm
[30] sinedwarrior
[28] empêche
[28] contre
[27] ce
[26] comme
[26] #covid_19

Top Words in Tweet in G7:
[113] kelly
[113] ernby
[112] jameshu29812484
[111] county
[111] deputy
[111] orange
[110] attorney
[110] rising
[110] announced
[110] district

Top Words in Tweet in G8:
[155] sukunabikona7
[117] covid
[34] 小柴胡湯加桔梗石膏がcovid
[34] まぁ
[34] 正直言ってその研究結果自体はかなり微妙だし
[34] たぶん論文読んでいなさそうな人による葛根湯
[34] さて
[34] 19に有効だーみたいなツイートが複数バズっていますが
[33] 変な誤解を持って自己判断で内服する人が出そうなの
[26] 2022

Top Words in Tweet in G9:
[89] dupontaignan
[87] vérité
[87] déclaration
[87] qualifie
[87] musk
[87] emmanuel
[87] gros
[87] gestion
[87] twitter
[87] macron

Top Words in Tweet in G10:
[76] covid
[71] 19
[32] bfmtv
[28] masque
[25] ministre
[24] santé
[23] françois
[23] braun
[23] non
[19] soignants

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[5784] covid,19
[499] grand,prix
[489] take,place
[483] prix,take
[481] chinese,grand
[468] 19,situation
[466] place,due
[464] 2023,chinese
[457] ongoing,difficulties
[449] due,ongoing

Top Word Pairs in Tweet in G1:
[746] covid,19
[29] contra,covid
[29] 19,pandemic
[23] 19,vaccine
[22] casos,covid
[20] pandemi,covid
[19] 19,booster
[17] during,covid
[14] contre,covid
[14] 19,cases

Top Word Pairs in Tweet in G2:
[456] covid,19
[435] take,place
[434] prix,take
[434] difficulties,presented
[434] 2023,chinese
[434] grand,prix
[434] due,ongoing
[434] place,due
[434] chinese,grand
[434] ongoing,difficulties

Top Word Pairs in Tweet in G3:
[448] covid,19
[185] vtvcanal8,#jornadadevacunación
[184] enfermarte,gravemente
[184] tienes,probabilidades
[184] estado,recientemente
[184] recientemente,tienes
[184] #jornadadevacunación,estás
[184] embarazada,estado
[184] probabilidades,enfermarte
[184] estás,embarazada

Top Word Pairs in Tweet in G4:
[279] oscar,graf
[279] bruno,oscar
[278] morreu,após
[278] veneno,chamado
[278] tomar,uma
[278] 28,anos
[278] astrazeneca,supostamente
[278] única,dose
[278] após,tomar
[278] dose,veneno

Top Word Pairs in Tweet in G5:
[264] covid,19
[249] 19,more
[249] feeling,ill
[249] first,confirmed
[249] wuhan,china
[249] china,starts
[249] today,man
[249] becomes,first
[249] starts,feeling
[249] ill,later

Top Word Pairs in Tweet in G6:
[81] covid,19
[30] 19,ansm
[25] contre,covid
[23] plateau,cyrilhanouna
[23] cyrilhanouna,20h10
[23] 20h10,tpmp
[23] présidente,covars
[23] sanction,mon
[23] soir,plateau
[23] mon,encontre

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

Top Word Pairs in Tweet in G8:
[35] sukunabikona7,covid
[34] まぁ,正直言ってその研究結果自体はかなり微妙だし
[34] たぶん論文読んでいなさそうな人による葛根湯,小柴胡湯加桔梗石膏がcovid
[34] 小柴胡湯加桔梗石膏がcovid,19に有効だーみたいなツイートが複数バズっていますが
[34] さて,たぶん論文読んでいなさそうな人による葛根湯
[34] 19に有効だーみたいなツイートが複数バズっていますが,まぁ
[33] sukunabikona7,さて
[33] 正直言ってその研究結果自体はかなり微妙だし,変な誤解を持って自己判断で内服する人が出そうなの
[25] 小柴胡湯加桔梗石膏ではなく,covid
[25] ついでに漢方薬は2剤混ぜたら基本的には別物と考えたほうがいいので,今回の研究を受けて葛根湯

Top Word Pairs in Tweet in G9:
[87] problème,gestion
[87] musk,twitter
[87] déclaration,scandaleuse
[87] gros,problème
[87] gestion,musk
[87] macron,qualifie
[87] qualifie,gros
[87] emmanuel,macron
[87] scandaleuse,emmanuel
[87] twitter,vérité

Top Word Pairs in Tweet in G10:
[71] covid,19
[24] ministre,santé
[23] françois,braun
[15] bfmtv,covid
[13] santé,covid
[13] 19,grippe
[13] impératif,personnes
[13] personnes,fragiles
[13] non,vaccinés
[13] grippe,c'est

Top Replied-To
Top Replied-To in Entire Graph:
@majrudpeter
@marshablackburn
@bfmtv
@draseemmalhotra
@trumalma
@gop
@kylegriffin1
@abesleeps
@tedcruz
@cryptomastercom

Top Replied-To in G2:
@f1
@dussanja
@skysportsnews
@fia

Top Replied-To in G3:
@yami2336
@lulaoficial

Top Replied-To in G4:
@elonmusk
@truthfreedompe1
@drpaulofariaadv
@rwmalonemd
@ygrittevt
@corniceman

Top Replied-To in G5:
@bnofeed

Top Replied-To in G6:
@royalsegolene
@eatcatalf
@sarahhrakm
@lycrem2
@szynsk
@jeanne20222
@remitell
@tatasuzanne0
@truchotphilipp1
@sinedwarrior

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

Top Replied-To in G9:
@philippeherlin

Top Replied-To in G10:
@bfmtv
@lci
@jey26898344
@acadmed
@nicolasberrod
@martindechamp
@ledadeva
@bentatoo31
@lrestistant73
@marcfly01

Top Mentioned
Top Mentioned in Entire Graph:
@f1
@vtvcanal8
@drpaulofariaadv
@bnofeed
@sukunabikona7
@jameshu29812484
@healthcarewhp
@dupontaignan
@occupydemocrats
@senronjohnson

Top Mentioned in G1:
@dai_jiro
@erkan84805237
@diariodegoias
@alicecharles
@mssapph
@romanmoskal70
@betserkimmo
@hammedengineer
@researchagain
@paviejaescuela

Top Mentioned in G2:
@f1
@petrogustavo
@runrunesweb
@dereckblanco
@eldiario
@dazn_es
@espnmx
@skysportsnews
@china
@qudachie

Top Mentioned in G3:
@vtvcanal8
@mippcivzla
@redi_andes
@gnbgarantedepaz
@desurm_22
@inameh
@somos_ejercito
@czgnb_43
@pdvsa
@gnb41_carabobo

Top Mentioned in G4:
@drpaulofariaadv
@twitter
@renatobarrosbr
@elonmusk
@randolfeap
@rosanagazola
@gfiuza_oficial
@rwmalonemd
@drericding
@dailycaller

Top Mentioned in G5:
@bnofeed
@larougeabeille
@kdurquiza
@occupydemocrats
@santiagomayer_
@markedbycovid

Top Mentioned in G6:
@sinedwarrior
@cyrilhanouna
@tpmp
@martinewonner
@fcouilbault1
@lepretretony
@aragon_jb
@marc_doyer
@koraitemavocat
@doremi_libre

Top Mentioned in G7:
@jameshu29812484
@donlew87
@gop
@hqdepot1
@drsimonegold
@joenbc
@franc95252066
@saldied
@dnc
@timcast

Top Mentioned in G8:
@sukunabikona7
@azukiglg

Top Mentioned in G9:
@dupontaignan
@philippeherlin
@xazalbert
@rania_mouloud
@idrissaberkane
@f_philippot
@rimaabdulmalak
@marccormier
@pchaibriant
@equatomos

Top Mentioned in G10:
@bfmtv
@le_parisien
@nicolasberrod
@gerard_larcher
@frcsbraun
@ema_news
@lci
@lobs
@has_sante
@sante_gouv

Top Tweeters
Top Tweeters in Entire Graph:
@infoitinterno
@grandesmedios
@kompascom
@detikcom
@andyvermaut
@infoapuntes
@donsinoptico
@okezonenews
@jatirado
@republikaonline

Top Tweeters in G1:
@infoitinterno
@grandesmedios
@andyvermaut
@infoapuntes
@donsinoptico
@okezonenews
@republikaonline
@titrespresse
@vivacoid
@7b73f39b85e1415

Top Tweeters in G2:
@stevestevens47
@marino29b
@eldiario
@runrunesweb
@ajmendozac
@auntjemimablack
@correodelcaroni
@atatame10
@calvinswine905
@jing_await

Top Tweeters in G3:
@unoticias
@vtvcanal8
@noticierovv
@lrrc2020
@laradiodelsur
@rnvinformativa
@quiskillosa
@edalge
@gnb_tachira
@mippcivzla

Top Tweeters in G4:
@dailycaller
@celsofranco
@marc49machado
@laserhaas01
@s_g_s5
@celoreis10
@inarabirnfeld
@chafurdius
@etcastros
@reginavasco

Top Tweeters in G5:
@pushandpulljlm
@_jesssiiccuhhhh
@iamjoseh_
@nestawane
@pro4tlzz
@urlifewillbloom
@serendipitybwzw
@lazy_lindsay
@wpj4
@jortega95

Top Tweeters in G6:
@yvespdb
@lopezdominique2
@debrouille92
@cnews
@zavatta69
@chriss17031
@kris_chadi
@gaellem15
@pardomarcel
@greenb1968

Top Tweeters in G7:
@funnagan
@montpellier21
@jerbon57
@rosierifka
@utleyjacobite
@mimi_x4
@nort_lights
@somuchtodo2
@hapkidogal
@workingtrucker

Top Tweeters in G8:
@hakofuguf
@halpal02_mof28
@minagawa_aoi
@azukiglg
@suuzanantonko
@tomotch
@forzaoldbasterd
@skrbky1
@silvia0920
@zzzoomy_56

Top Tweeters in G9:
@vitot27
@michelleboitel1
@lololada
@realpunkspirit
@king06003
@ladydinet
@pchaibriant
@dupond_et
@jeanpierrefill5
@cathy160357

Top Tweeters in G10:
@costeslioneler
@legrouxvincent
@curiouskd2000
@bfmtv
@le_parisien
@sarah41659531
@mpassy_jr
@afpfr
@docarnica
@menuet_morgan


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