COVID-19, Twitter, 4/10/2022 10:02:14 AM, 274617


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COVID-19_2022-04-10_00-00-01.xlsx
COVID-19_2022-04-10_00-00-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
April 10, 2022
Short Description:
COVID-19 via NodeXL https://bit.ly/3DYXlPB
@nightshiftmd
@mocooray
@rexannakeats
@nbcnews
@viriyabot
@business
@who
@kathy73921688
@cnn
@nilikm

Top hashtags:
#covid_19
#covid19
#covid
#07nisan2022
#coronavirus
#pfizer
#cuba
#bnk4812thsinglege
#covidー19
#omicron

Description:
Description
The graph represents a network of 9,768 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 Sunday, 10 April 2022 at 07:17 UTC.

The requested start date was Sunday, 10 April 2022 at 00:01 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, 12-minute period from Tuesday, 05 April 2022 at 12:05 UTC to Thursday, 07 April 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 : 9768
Unique Edges : 4935
Edges With Duplicates : 11714
Total Edges : 16649
Number of Edge Types : 5
Retweet : 5165
MentionsInRetweet : 5864
Tweet : 3148
Replies to : 433
Mentions : 2039
Self-Loops : 3223
Reciprocated Vertex Pair Ratio : 0.00873647150867127
Reciprocated Edge Ratio : 0.0173216132368149
Connected Components : 2949
Single-Vertex Connected Components : 1282
Maximum Vertices in a Connected Component : 1385
Maximum Edges in a Connected Component : 3161
Maximum Geodesic Distance (Diameter) : 33
Average Geodesic Distance : 11.946842
Graph Density : 8.10866992908561E-05
Modularity : 0.534928
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 9,768 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 Sunday, 10 April 2022 at 07:17 UTC.

The requested start date was Sunday, 10 April 2022 at 00:01 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, 12-minute period from Tuesday, 05 April 2022 at 12:05 UTC to Thursday, 07 April 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:
[44] https://cnn.it/36Uu390
[31] https://www.ledauphine.com/magazine-sante/2022/04/06/covid-19-l-oms-lance-un-signal-sur-des-pertes-auditives-liees-aux-vaccins
[21] https://www.lefigaro.fr/international/covid-19-scholz-echoue-a-faire-voter-une-vaccination-obligatoire-en-allemagne-20220407
[21] https://www.nutanix.com/theforecastbynutanix/industry/how-cloud-computing-can-prevent-healthcare-worker-burnout?utm_source=xpand
[17] https://www.channelstv.com/2022/04/06/just-in-fg-lifts-midnight-curfew-crowd-restriction-at-weddings-concerts-others/
[16] https://www.lapresse.ca/covid-19/2022-04-06/tragedie-du-chsld-herron/des-appels-au-secours-dans-le-vide.php
[15] https://www.city.niigata.lg.jp/smph/iryo/kenko/yobou_kansen/kansen/covid-19/hasseizyoukyou.html
[13] https://www.cbc.ca/news/canada/toronto/ontario-covid-19-sixth-wave-1.6408814
[13] https://www.pref.niigata.lg.jp/sec/kanyaku/kansen040407.html
[13] https://toronto.citynews.ca/2022/04/05/ontario-children-covid19-hospital-admissions/

Top URLs in Tweet in G1:
[21] https://www.nutanix.com/theforecastbynutanix/industry/how-cloud-computing-can-prevent-healthcare-worker-burnout?utm_source=xpand
[11] https://www.ndtv.com/world-news/sold-everything-to-china-sri-lankan-traders-to-embattled-pm-2864111
[6] https://mediaindonesia.com/ekonomi/483755/puan-subsidi-upah-pekerja-dan-bantuan-umkm-harus-tepat-sasaran
[4] https://www.independent.ie/regionals/wexford/news/two-wexford-districts-well-above-the-national-average-for-positive-covid-19-cases-41525983.html
[4] https://www.viva.co.id/berita/politik/1463923-puan-bicara-pemulihan-ekonomi-kok-harga-komoditas-dan-bbm-meningkat?utm_source=dlvr.it&utm_medium=twitter
[4] https://bersamapuan.com/2022/04/03/puan-selamat-menjalankan-ibadah-puasa-tetap-disiplin-prokes-saat-ramadan-untuk-hindari-covid-19/
[4] https://www.cbc.ca/news/canada/toronto/ontario-covid-19-sixth-wave-1.6408814
[4] https://www.lefigaro.fr/international/covid-19-scholz-echoue-a-faire-voter-une-vaccination-obligatoire-en-allemagne-20220407
[3] https://www.foxnews.com/lifestyle/covid-19-lockdowns-nostalgia-outbreak-era?utm_source=dlvr.it&utm_medium=twitter
[3] https://grandesmedios.com/paxlovid-farmaco-covid-19/

Top URLs in Tweet in G2:
[11] https://toronto.citynews.ca/2022/04/05/ontario-children-covid19-hospital-admissions/
[4] https://www.cp24.com/news/more-ontarians-including-those-over-60-can-book-fourth-covid-19-vaccine-dose-today-1.5851929
[4] https://www.cp24.com/news/ontario-sees-covid-19-hospitalizations-jump-40-per-cent-in-one-week-1.5848714
[3] https://www.cp24.com/news/ontario-s-plan-for-fourth-covid-19-doses-expected-today-1.5850265
[2] https://www.thestar.com/news/gta/2022/04/05/tdsb-to-resume-reporting-covid-cases-in-schools-heres-what-we-know.html?utm_source=Twitter&utm_medium=SocialMedia&utm_campaign=GTA&utm_content=tdsbresumeporerting
[2] https://www.cp24.com/news/vaccine-advisory-committee-says-provinces-should-prep-to-offer-2nd-covid-19-boosters-1.5849790
[2] https://www.cbc.ca/news/canada/toronto/ontario-covid-19-sixth-wave-1.6408814
[2] https://toronto.ctvnews.ca/tdsb-to-resume-notifying-entire-school-communities-about-positive-covid-19-cases-1.5847771
[1] https://www.imgrund.ca/ontario-risk-analysis
[1] https://www.lapresse.ca/covid-19/2022-04-06/fin-de-l-urgence-sanitaire/passage-houleux-du-dr-boileau-devant-les-elus.php

Top URLs in Tweet in G4:
[2] https://www.vaccines.gov/
[2] https://www.cdc.gov/coronavirus/2019-ncov/whats-new-all.html
[2] https://go.usa.gov/xzSnn
[2] https://fusernews.com/venezuela-reporta-62-nuevos-casos-por-covid-19/?utm_source=dlvr.it&utm_medium=twitter
[1] https://bit.ly/3Dj0iKv
[1] https://www.politico.com/news/2022/04/06/commerce-secretary-positive-covid-19-00023348
[1] https://bit.ly/3KxcI4B
[1] https://covid.cdc.gov/covid-data-tra
[1] https://www.njspotlightnews.org/video/covid-19-tests-could-cost-a-lot-after-fed-funding-runs-out/
[1] https://twitter.com/erictopol/status/1511131328900579333

Top URLs in Tweet in G5:
[11] https://buff.ly/3jboXHH
[3] https://www.granma.cu/cuba-covid-19/2022-04-05/dos-anos-de-una-verdadera-universidad-05-04-2022-23-04-34
[2] https://www.granma.cu/mundo/2022-04-05/cuba-ratifica-sus-vinculos-con-nacionales-residentes-en-el-exterior-05-04-2022-23-04-02
[2] http://www.cubadebate.cu/noticias/2022/04/05/cuba-reporta-510-nuevos-casos-positivos-a-la-covid-19-y-un-fallecido/
[2] https://www.radioreloj.cu/en-portada/dos-anos-de-combate-a-la-covid-19-con-ciencia-audio/
[2] https://www.camaguey.gob.cu/es/actualidad/11446-camagueey-confirmo-79-nuevos-casos-de-cvid-19-de-510-positivos-en-cuba
[1] https://www.telesurtv.net/news/cuba-dona-vacunas-soberana-republica-saharaui-democratica-20220405-0033.html
[1] https://bit.ly/3j9QglR
[1] https://www.prensa-latina.cu/2022/04/05/imparable-impacto-de-vacunas-cubanas-contra-covid-19-dice-diaz-canel
[1] https://twitter.com/DiazCanelB/status/1511295107621867525

Top URLs in Tweet in G6:
[2] https://bit.ly/3jmQ3Mp
[2] https://www.cbc.ca/news/canada/toronto/ontario-covid-19-sixth-wave-1.6408814
[1] https://bit.ly/3Jguzet
[1] https://elpais.com/mexico/2022-04-06/mexico-avala-la-vacuna-para-menores-a-partir-de-los-cinco-anos-aunque-el-gobierno-aun-no-la-incluye-en-su-plan-de-vacunacion.html?utm_medium=Social&utm_source=Twitter&ssm=TW_CM_AME#Echobox=1649218682

Top URLs in Tweet in G7:
[3] https://www.lexpress.fr/actualite/monde/covid-19-4e-dose-pour-les-plus-de-60-ans-caillots-sanguins-le-point-sur-la-pandemie_2171303.html?utm_term=Autofeed&utm_medium=Social&utm_source=Twitter#Echobox=1649325354
[3] https://www.bfmtv.com/sante/covid-19-ce-que-l-on-sait-de-xe-ce-nouveau-variant-issu-d-une-combinaison-entre-ba-1-et-ba-2_AN-202204070382.html
[3] https://www.tf1info.fr/sante/covid-19-nous-avons-passe-le-pic-du-rebond-epidemique-selon-olivier-veran-2215918.html?utm_medium=Social&utm_source=Twitter&Echobox=1649331277#xtor=CS5-113
[2] https://www.lexpress.fr/actualite/societe/sante/covid-19-la-sixieme-vague-commence-t-elle-a-refluer-en-europe_2171246.html?utm_term=Autofeed&utm_medium=Social&utm_source=Twitter#Echobox=1649244566
[2] https://www.francetvinfo.fr/sante/maladie/coronavirus/info-franceinfo-gestion-du-covid-19-la-presidente-d-une-association-de-victimes-depose-plainte-contre-trois-cabinets-de-conseil-pour-corruption-et-recel-de-favoritisme_5057539.html#xtor=CS2-765-%5Bautres%5D-
[2] https://www.public.fr/News/Covid-19-ces-femmes-qui-doivent-subir-une-ablation-de-l-uterus-apres-avoir-ete-vaccinee-1704615
[1] https://www.lexpress.fr/actualite/monde/covid-19-4e-dose-pour-les-plus-de-60-ans-caillots-sanguins-le-point-sur-la-pandemie_2171303.html?utm_term=Autofeed&utm_medium=Social&utm_source=Twitter#Echobox=1649332821
[1] https://www.francetvinfo.fr/sante/maladie/coronavirus/info-franceinfo-gestion-du-covid-19-la-presidente-d-une-association-de-victimes-depose-plainte-contre-trois-cabinets-de-conseil-pour-corruption-et-recel-de-favoritisme_5057539.html
[1] https://www.leparisien.fr/societe/sante/covid-19-le-professeur-raoult-ouvre-un-colloque-emaille-de-figures-antivax-et-contestataires-a-lihu-30-03-2022-YRAREKRW4JFBRNOJOFHIL6MBWU.php
[1] https://www.leparisien.fr/societe/sante/covid-19-la-quatrieme-dose-de-vaccin-ouverte-des-60-ans-annonce-olivier-veran-07-04-2022-6W5TVDCRB5EYDFA4SBQYPBDXIE.php

Top URLs in Tweet in G8:
[22] https://www.ledauphine.com/magazine-sante/2022/04/06/covid-19-l-oms-lance-un-signal-sur-des-pertes-auditives-liees-aux-vaccins
[15] https://www.lefigaro.fr/international/covid-19-scholz-echoue-a-faire-voter-une-vaccination-obligatoire-en-allemagne-20220407
[3] https://www.marieclaire.fr/collectif-ou-est-mon-cycle-audition-senat-vaccin-covid-regles-effets-secondaires,1425863.asp
[3] https://france3-regions.francetvinfo.fr/provence-alpes-cote-d-azur/bouches-du-rhone/marseille/covid-19-des-femmes-accusent-le-vaccin-l-ablation-de-l-uterus-c-est-la-seule-solution-qui-se-presentait-a-moi-2518184.html
[2] https://www.estrepublicain.fr/sante/2022/04/01/covid-19-plainte-pour-corruption-contre-trois-cabinets-de-conseil-dont-mckinsey
[2] https://www.estrepublicain.fr/sante/2022/04/02/la-quasi-totalite-des-habitants-de-shanghai-desormais-confines
[2] https://pubmed.ncbi.nlm.nih.gov/35350834/
[1] https://www.closermag.fr/people/cyril-hanouna-sa-prise-de-position-tres-discutable-sur-le-vaccin-contre-le-covid-19-1546371
[1] https://www.parisaeroport.fr/passagers/preparation-vol/covid-19-voyager-en-toute-securite
[1] https://www.leparisien.fr/societe/sante/covid-19-la-quatrieme-dose-de-vaccin-ouverte-des-60-ans-annonce-olivier-veran-07-04-2022-6W5TVDCRB5EYDFA4SBQYPBDXIE.php

Top URLs in Tweet in G9:
[1] https://covid19.public-inquiry.uk/
[1] https://twitter.com/myldn/status/1510936074708783105?t=ATp-cK8P_sd09gHxfeyR0g&s=19
[1] https://twitter.com/ReactStudy/status/1511613549650530304
[1] https://cnn.it/36Uu390

Top URLs in Tweet in G10:
[9] https://www.lapresse.ca/covid-19/2022-04-06/tragedie-du-chsld-herron/des-appels-au-secours-dans-le-vide.php
[7] https://www.tvanouvelles.ca/2022/04/05/hospitalise-depuis-deux-mois-malgre-ses-trois-doses
[2] https://france3-regions.francetvinfo.fr/provence-alpes-cote-d-azur/bouches-du-rhone/marseille/covid-19-des-femmes-accusent-le-vaccin-l-ablation-de-l-uterus-c-est-la-seule-solution-qui-se-presentait-a-moi-2518184.html
[1] https://ottawa.ctvnews.ca/ottawa-s-top-doctor-urges-people-to-limit-close-contacts-as-covid-19-levels-remain-high-1.5851349
[1] https://ottawa.ctvnews.ca/ottawa-s-top-doctor-urges-people-to-limit-close-contacts-as-covid-19-levels-remain-high-1.5851349?cid=sm%3Atrueanthem%3Actvottawa%3Atwitterpost&taid=624ea8256d196f0001ac2c3e&utm_campaign=trueAnthem%3A+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[1] https://ottawa.ctvnews.ca/ottawa-police-officers-on-leave-for-not-being-vaccinated-can-return-to-work-1.5849591?cid=sm%3Atrueanthem%3Actvottawa%3Atwitterpost&taid=624cb4db3225ef000128d72e&utm_campaign=trueAnthem%3A+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[1] https://childrenshealthdefense.org/defender/exclusive-34-year-old-died-after-pfizer-shot-mother-shares-letters-cdc/
[1] https://childrenshealthdefense.org/defender/pfizer-hired-600-people-vaccine-injury-reports/
[1] https://www.tvanouvelles.ca/2022/04/06/la-covid-19-accroit-le-risque-de-caillots-sanguins-jusqua-6-mois-apres-linfection-selon-une-etude
[1] https://rumble.com/vvaeng-dr.-matt-shelton-undeclared-components-found-in-covid-19-vaccines-18.02.22.html

Top Domains
Top Domains in Tweet in Entire Graph:
[200] bit.ly
[180] twitter.com
[68] blogspot.com
[50] cnn.it
[43] ctvnews.ca
[40] buff.ly
[39] nhs.uk
[36] cbc.ca
[36] lg.jp
[34] youtube.com

Top Domains in Tweet in G1:
[54] twitter.com
[43] bit.ly
[21] nutanix.com
[17] nhs.uk
[15] com.br
[14] lnkd.in
[14] buff.ly
[12] gov.uk
[11] ndtv.com
[10] co.uk

Top Domains in Tweet in G2:
[16] cp24.com
[12] citynews.ca
[7] thestar.com
[5] cbc.ca
[5] ctvnews.ca
[2] twitter.com
[2] bit.ly
[1] imgrund.ca
[1] lapresse.ca
[1] ontario.ca

Top Domains in Tweet in G4:
[3] cdc.gov
[2] vaccines.gov
[2] bit.ly
[2] twitter.com
[2] whitehouse.gov
[2] usa.gov
[2] fusernews.com
[1] politico.com
[1] njspotlightnews.org
[1] wtop.com

Top Domains in Tweet in G5:
[11] buff.ly
[5] granma.cu
[3] prensa-latina.cu
[2] cubadebate.cu
[2] radioreloj.cu
[2] gob.cu
[1] telesurtv.net
[1] bit.ly
[1] twitter.com
[1] radiorebelde.cu

Top Domains in Tweet in G6:
[3] bit.ly
[2] cbc.ca
[1] elpais.com

Top Domains in Tweet in G7:
[6] lexpress.fr
[5] francetvinfo.fr
[3] leparisien.fr
[3] bfmtv.com
[3] tf1info.fr
[3] lapresse.ca
[2] twitter.com
[2] public.fr
[1] francesoir.fr
[1] trialsitenews.com

Top Domains in Tweet in G8:
[22] ledauphine.com
[15] lefigaro.fr
[4] estrepublicain.fr
[3] marieclaire.fr
[3] francetvinfo.fr
[2] nih.gov
[2] twitter.com
[2] nature.com
[2] public.fr
[1] closermag.fr

Top Domains in Tweet in G9:
[2] twitter.com
[1] public-inquiry.uk
[1] cnn.it

Top Domains in Tweet in G10:
[9] lapresse.ca
[8] tvanouvelles.ca
[3] ctvnews.ca
[2] childrenshealthdefense.org
[2] francetvinfo.fr
[2] rumble.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[500] covid_19
[439] covid19
[193] covid
[89] 07nisan2022
[76] coronavirus
[54] pfizer
[54] cuba
[52] bnk4812thsinglege
[47] covidー19
[38] omicron



Top Hashtags in Tweet in G1:
[78] covid19
[65] covid_19
[55] covid
[24] healthcare
[22] coronavirus
[21] cloudcomputing
[21] nutanixforecast
[12] cz43capital
[12] uesparacotos
[12] news

Top Hashtags in Tweet in G2:
[5] breaking
[3] rhume
[3] covid19
[3] onted
[2] politicsoverpeople
[2] moorewave
[2] nevervoteconservative
[1] votefordout2022
[1] polqc
[1] letsgetbackoutthere

Top Hashtags in Tweet in G4:
[67] covid19
[6] longcovid
[3] covid
[2] coronavirus
[2] covidー19
[2] tigray
[2] hipaa
[2] vaccination
[2] freealexsaab
[1] sleeveup

Top Hashtags in Tweet in G5:
[35] cuba
[34] soberana02
[17] covid19
[9] vamoscontodo
[9] covid_19
[8] cubaporlasalud
[4] cubaporlavida
[4] covid
[4] prensalatina
[3] abdala

Top Hashtags in Tweet in G6:
[2] covid19
[2] almomento
[2] covid

Top Hashtags in Tweet in G7:
[6] vã©ran
[6] 4edose
[6] macron
[3] covid19
[1] covid_19
[1] passvaccinal

Top Hashtags in Tweet in G8:
[7] ouestmoncycle
[3] whereismyperiod
[2] macrondehorsdeslepremiertour
[2] macronassassin
[2] mauicette
[1] effetsecondaire
[1] realnotrare
[1] covid_19
[1] macrondegage2022
[1] whereismycycle

Top Hashtags in Tweet in G9:
[8] covid
[2] longcovid
[1] covid_19

Top Hashtags in Tweet in G10:
[1] ottnews
[1] covid_19

Top Words
Top Words in Tweet in Entire Graph:
[6585] covid
[6034] 19
[1659] æ
[1551] ãƒ
[1417] ø
[1302] î
[1248] ç
[920] ù
[851] ˆà
[575] µà

Top Words in Tweet in G1:
[1277] covid
[1224] 19
[339] î
[273] æ
[199] ø
[174] ãƒ
[159] ç
[155] ù
[85] pandemic
[84] people

Top Words in Tweet in G2:
[85] covid
[82] 19
[60] billion
[44] ontario
[22] vaccine
[19] cases
[18] school
[17] 60
[16] cp24
[15] fordnation

Top Words in Tweet in G3:
[333] mask
[204] covid
[204] 19
[202] syedakramin
[156] pada
[127] singapore
[127] malaysia
[127] years
[126] more
[126] optional

Top Words in Tweet in G4:
[79] covid
[74] 19
[68] cdcgov
[67] #covid19
[65] drericding
[61] stop
[61] cases
[59] april
[57] such
[55] âš

Top Words in Tweet in G5:
[131] diazcanelb
[75] cuba
[67] residentes
[66] exterior
[66] apoyo
[66] cubanos
[65] ratifica
[65] vã
[65] nculos
[65] nacionales

Top Words in Tweet in G6:
[105] 19
[103] covid
[97] 12
[97] 144
[97] nuevos
[95] esâ
[75] paso
[75] comunicar
[75] ãºltimas
[75] 24

Top Words in Tweet in G7:
[39] prã
[36] covid
[35] 19
[34] savaient
[31] ce
[26] vaccin
[21] dã
[18] ces
[17] vacciner
[17] y'avait

Top Words in Tweet in G8:
[95] covid
[91] 19
[33] dâ
[32] vaccins
[28] vaccin
[27] verity_france
[26] lâ
[25] liã
[24] faire
[24] merci

Top Words in Tweet in G9:
[153] avoids
[77] covid
[72] 19
[56] johnson
[54] boris
[53] working
[51] rishi
[51] sunak's
[51] wife
[51] tax

Top Words in Tweet in G10:
[75] covid
[72] 19
[34] ctvottawa
[30] ottawa
[30] police
[30] service
[30] confirms
[30] officers
[30] vaccinated
[30] against

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[5781] covid,19
[870] î,î
[669] ãƒ,ãƒ
[551] ø,ø
[516] ø,ù
[467] ù,ø
[289] 19,vaccine
[283] æ,æ
[239] æ,ÿæÿ
[213] 19,pandemic

Top Word Pairs in Tweet in G1:
[1173] covid,19
[253] î,î
[83] ø,ø
[76] ãƒ,ãƒ
[70] ø,ù
[65] 19,pandemic
[61] ù,ø
[51] ù,ù
[48] æ,æ
[47] 19,vaccine

Top Word Pairs in Tweet in G2:
[82] covid,19
[15] 19,vaccine
[12] 19,cases
[12] elon,219
[12] 219,billion
[12] billion,jeff
[12] jeff,171
[12] 171,billion
[12] billion,bernard
[12] bernard,158

Top Word Pairs in Tweet in G3:
[204] covid,19
[126] more,years
[126] years,covid
[126] 19,singapore
[126] singapore,mask
[126] mask,optional
[126] optional,malaysia
[126] malaysia,mask
[126] mask,mandatory
[126] mandatory,individual

Top Word Pairs in Tweet in G4:
[72] covid,19
[55] âš,breakingâ
[55] breakingâ,cdcgov
[55] cdcgov,allow
[55] allow,infectious
[55] infectious,#covid19
[55] #covid19,cases
[55] cases,fly
[55] fly,stop
[55] stop,such

Top Word Pairs in Tweet in G5:
[65] cuba,ratifica
[65] ratifica,vã
[65] vã,nculos
[65] nculos,nacionales
[65] nacionales,residentes
[65] residentes,exterior
[65] exterior,agradecimiento
[65] agradecimiento,apoyo
[65] apoyo,cubanos
[64] diazcanelb,cuba

Top Word Pairs in Tweet in G6:
[103] covid,19
[97] 12,144
[75] paso,comunicar
[75] comunicar,ãºltimas
[75] ãºltimas,24
[75] 24,horas
[75] horas,reportaron
[75] reportaron,12
[75] 144,nuevos
[75] nuevos,contagios

Top Word Pairs in Tweet in G7:
[35] covid,19
[17] y'avait,peu
[17] peu,prã
[17] prã,chances
[17] chances,ce
[17] ce,vaccin
[17] vaccin,marche
[17] marche,scientifiques
[17] scientifiques,savaient
[17] savaient,savaient

Top Word Pairs in Tweet in G8:
[91] covid,19
[23] coronavirus,covid
[23] 19,lâ
[23] lâ,oms
[23] oms,lance
[23] lance,signal
[23] signal,pertes
[23] pertes,auditives
[23] auditives,liã
[23] liã,aux

Top Word Pairs in Tweet in G9:
[72] covid,19
[54] boris,johnson
[51] rishi,sunak's
[51] sunak's,wife
[51] wife,avoids
[51] avoids,tax
[51] tax,boris
[51] johnson,avoids
[51] avoids,covid
[51] 19,fines

Top Word Pairs in Tweet in G10:
[71] covid,19
[30] ottawa,police
[30] police,service
[30] service,confirms
[30] confirms,officers
[30] officers,vaccinated
[30] vaccinated,against
[30] against,covid
[30] 19,return
[30] return,work

Top Replied-To
Top Replied-To in Entire Graph:
@cnn
@coinmuhendisim
@covid_19_ger
@robbii1789
@jpenerangan
@drcaliff_fda
@max_gedanken
@kazuchancocone
@diazcanelb
@mianrey

Top Replied-To in G1:

Top Replied-To in G2:
@fordnation
@meanderingemu
@esl_fairy
@mariann6668
@ottawadaddy
@cp24
@drdinakulik
@bogochisaac
@kevinfrankish

Top Replied-To in G4:
@drericding
@doneford
@repbice
@potus
@katiepavlich
@housegop
@senrubiopress
@mikepompeo
@usnato

Top Replied-To in G5:
@diazcanelb

Top Replied-To in G6:
@lximenezfyvie

Top Replied-To in G7:
@markready13
@twittersupport

Top Replied-To in G8:
@frenchie_inldn
@marc_doyer
@faminifilm
@gabinjean3

Top Replied-To in G9:
@sandratofriends

Top Replied-To in G10:
@wanderinggirl10
@backtolife_2022

Top Mentioned
Top Mentioned in Entire Graph:
@syedakramin
@diazcanelb
@hectorrossete
@sukunabikona7
@cdcgov
@bnk48official
@drericding
@mecdelaterre
@danielanadj
@drdavidsamadi

Top Mentioned in G1:
@auxiliar_d
@sexcat07
@annelatannante
@impunitycity
@peresvenceslau

Top Mentioned in G2:
@cp24
@esl_fairy
@fordnation
@k_g_andersen
@torontostar
@celliottability
@sharkawymd
@dfisman
@imgrund
@kraekerc

Top Mentioned in G3:
@syedakramin

Top Mentioned in G4:
@cdcgov
@drericding
@michaelmina_lab
@katekerber
@potus
@cdcdirector
@coronavirusnewv
@kallmemeg
@whcovidresponse

Top Mentioned in G5:
@diazcanelb
@brunorguezp
@radiorelojcuba
@jorgeluistapiaf
@anisleyfuentes1
@minsapcuba
@celiamde66
@telesurtv
@prensalatina_cu
@estherthondike

Top Mentioned in G6:
@hectorrossete
@ssalud_mx
@lximenezfyvie
@soylajefita
@cofepris
@ready879
@radioformulaqro
@ssalud_qro
@elpais_america
@karinasua

Top Mentioned in G7:
@jlesgards
@sarah41659531
@pat77432407
@carterj37919661
@dgurdasani1
@franceinfo
@lexpress
@le_figaro
@philippeherlin
@yvespdb

Top Mentioned in G8:
@verity_france
@medic4allhuman
@divizio1
@xavierbazin2
@ouestmoncycle
@chriscottonstat
@marc_doyer
@mesnierthomas
@nature

Top Mentioned in G9:
@danielanadj
@andrewgregory
@zubhaque
@elisaperego78
@msm_monitor
@marisharayld
@bestforbritain
@ipsosuk
@elemjay1

Top Mentioned in G10:
@ctvottawa
@robertkennedyjr
@thomasgerbet
@tvanouvelles
@backtolife_2022
@harriso45433397
@1newsnz
@alltherisks
@drdavidsamadi
@scottslater

Top Tweeters
Top Tweeters in Entire Graph:
@caraotadigital
@ja8yum
@infoitinterno
@kayemenner
@kompascom
@paoloigna1
@berkleybearnews
@detikcom
@infotextual
@datoalminuto

Top Tweeters in G1:
@infoitinterno
@berkleybearnews
@infotextual
@datoalminuto
@guardiadigital
@infoapuntes
@sumariuminfo
@afropages
@zyitegadgets
@republikaonline

Top Tweeters in G2:
@joanpennnative
@lucmatte9
@hopealdridge
@torontostar
@wews
@therealgloria
@needannything
@cp24
@benefitvburden
@quatoria

Top Tweeters in G3:
@belldrxcx95_
@l0unzl
@lostinacrowd_
@nadianuar96
@itsjajaa_
@langsirtv
@insyirahis
@amenjahhh
@vee_cado
@rinaa_k25

Top Tweeters in G4:
@nitroboran
@aliadair22
@4evrstardancer
@hpfulcanadian
@_l1vy_
@pueblopatriota
@gate_15_analyst
@digiphile
@npars01
@rwschaeferiii

Top Tweeters in G5:
@telesurtv
@prensalatina_cu
@radiococonline
@consulcubamex
@nataliauci16
@chamberohoy
@radiorelojcuba
@francis_habana
@ismaelcuba5
@camiloasic

Top Tweeters in G6:
@adiazpi
@rgrustrian
@elpais_america
@estrella_gus
@javiercastrojim
@frutsiver
@jlmatabuena
@jorgenegretea
@memobosch
@ssalud_mx

Top Tweeters in G7:
@le_figaro
@bfmtv
@yvespdb
@ngourd
@carrionnat
@delalande72
@sarah41659531
@ch_coulon
@franceinfo
@cnews

Top Tweeters in G8:
@nausicalibre
@permasense46
@odile_bouyon
@kevindesousa199
@paulinebon3
@michaeljolain
@sandyhi2244
@chichoup2017
@reffuveilles
@idrissaberkane

Top Tweeters in G9:
@yarosisnancy
@june4th
@beamabeorg
@lacaldojewelery
@penttivuorinen
@folucar
@andyc2311
@sixfieldssid
@jessicahol
@illi4141

Top Tweeters in G10:
@tvanouvelles
@dmacottawa
@1001portails_fr
@newstalkzb
@cfheather
@1newsnz
@saneandbrave
@shalomegrace1
@backtolife_2022
@ctvottawa


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