COVID-19, Twitter, 12/14/2021 11:55:34 AM, 268303


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COVID-19_2021-12-14_00-00-01.xlsx
COVID-19_2021-12-14_00-00-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
December 14, 2021
Short Description:
COVID-19 via NodeXL https://bit.ly/3IQc1CU
@cholevovo
@borisjohnson
@skynews
@rachael_swindon
@scott1984fp
@nicoleodera
@lci
@marisharayld
@dgurdasani1
@emmanuelmacron

Top hashtags:
#covid19
#covid_19
#covid
#omicron
#13dic
#wannaone
#2021mama
#yomevacuno

Description:
Description
The graph represents a network of 10,421 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, 14 December 2021 at 08:27 UTC.

The requested start date was Tuesday, 14 December 2021 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, 7-minute period from Saturday, 11 December 2021 at 12:10 UTC to Monday, 13 December 2021 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 : 10421
Unique Edges : 5483
Edges With Duplicates : 12135
Total Edges : 17618
Number of Edge Types : 5
Retweet : 5491
MentionsInRetweet : 6281
Tweet : 3158
Replies to : 521
Mentions : 2167
Self-Loops : 3224
Reciprocated Vertex Pair Ratio : 0.00685660243527604
Reciprocated Edge Ratio : 0.0136198191851591
Connected Components : 2927
Single-Vertex Connected Components : 1020
Maximum Vertices in a Connected Component : 1958
Maximum Edges in a Connected Component : 4320
Maximum Geodesic Distance (Diameter) : 32
Average Geodesic Distance : 12.331815
Graph Density : 7.84349334477241E-05
Modularity : 0.551835
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 10,421 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, 14 December 2021 at 08:27 UTC.

The requested start date was Tuesday, 14 December 2021 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, 7-minute period from Saturday, 11 December 2021 at 12:10 UTC to Monday, 13 December 2021 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:
[61] https://www.soompi.com/article/1503045wpp/wanna-one-postpones-pre-recording-for-2021-mama-reunion-after-members-staff-tests-positive-for-covid-19
[30] https://news.sky.com/story/covid-19-at-least-one-patient-has-died-after-testing-positive-for-omicron-boris-johnson-says-12494875
[28] https://news.sky.com/story/covid-19-home-testing-kits-have-run-out-on-governments-website-12494810
[25] https://news.sky.com/story/covid-19-omicron-could-cause-between-25000-and-75000-deaths-in-england-without-tougher-restrictions-experts-12492584
[25] https://www.niid.go.jp/niid/ja/diseases/ka/corona-virus/2019-ncov/2502-idsc/iasr-in/10464-496d03.html
[24] https://www.nhs.uk/conditions/coronavirus-covid-19/coronavirus-vaccination/book-coronavirus-vaccination/
[20] https://www.soompi.com/article/1503514wpp/yoo-jae-suk-tests-positive-for-covid-19
[20] https://www.armstrongeconomics.com/international-news/disease/young-athletes-dying-after-covid-19-vaccine/
[20] https://www.zerohedge.com/covid-19/unvaxxed-austria-could-be-imprisoned-year
[18] https://dailycaller.com/2021/12/09/dana-white-joe-rogan-covid-19-pat-mcafee-interview/

Top URLs in Tweet in G1:
[9] https://www.wsj.com/articles/some-hospitals-drop-covid-19-vaccine-mandates-to-ease-labor-shortages-11639396806
[7] https://news.sky.com/story/covid-19-omicron-could-cause-between-25000-and-75000-deaths-in-england-without-tougher-restrictions-experts-12492584
[6] https://www.instagram.com/accounts/login/
[5] https://news.sky.com/story/covid-19-at-least-one-patient-has-died-after-testing-positive-for-omicron-boris-johnson-says-12494875
[4] https://www.dailymail.co.uk/news/article-10299101/Covid-19-UK-come-contact-Omicron-unless-youre-hermit-expert-warns.html
[3] https://www.zerohedge.com/covid-19/unvaxxed-austria-could-be-imprisoned-year
[3] https://grandesmedios.com/vitamina-c-en-covid-19/
[3] https://timesofindia.indiatimes.com/india/108-countries-recognise-indian-covid-19-vaccination-certificate-for-travel-purpose-govt/articleshow/88204941.cms
[3] https://www.breezyscroll.com/coronavirus/alert-in-taiwan-after-covid-19-infected-mouse-bites-scientist-she-tests-positive/
[3] https://www.nhs.uk/conditions/coronavirus-covid-19/testing/regular-rapid-coronavirus-tests-if-you-do-not-have-symptoms/

Top URLs in Tweet in G2:
[15] https://www.kbv.de/media/sp/COVID-19-Schutzimpfung_Steckbrief_Impfstoff_Comirnaty.pdf
[15] https://www.kbv.de/html/50986.php
[13] https://www.independent.co.uk/news/health/omicron-covid-19-lockdown-nhs-b1974177.html?utm_content=Echobox&utm_medium=Social&utm_campaign=Main&utm_source=Twitter#Echobox=1639224669
[5] https://www.reuters.com/markets/rates-bonds/ukraine-receives-more-world-bank-funds-fight-covid-19-2021-12-11/?taid=61b493f5a20ea20001882384&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[3] https://news.sky.com/story/covid-19-at-least-one-patient-has-died-after-testing-positive-for-omicron-boris-johnson-says-12494875
[3] http://www.news.cn/english/2021-12/12/c_1310367759.htm
[2] https://trib.al/HsfGhUU
[2] https://www.reuters.com/business/healthcare-pharmaceuticals/china-vaccinates-over-80-its-people-against-covid-19-2021-12-11/?taid=61b47b5aa20ea2000188206d&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[2] https://www.reuters.com/business/healthcare-pharmaceuticals/indonesia-start-vaccinating-children-aged-6-11-against-covid-19-2021-12-13/?taid=61b7349a4bd3090001f09480&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[2] https://www.reuters.com/business/healthcare-pharmaceuticals/indonesia-start-vaccinating-children-aged-6-11-against-covid-19-2021-12-13/?taid=61b70812c672dc0001d68c19&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter

Top URLs in Tweet in G4:
[16] https://news.sky.com/story/covid-19-home-testing-kits-have-run-out-on-governments-website-12494810
[11] https://news.sky.com/story/covid-19-at-least-one-patient-has-died-after-testing-positive-for-omicron-boris-johnson-says-12494875
[8] https://news.sky.com/story/covid-19-booster-jab-scramble-long-queues-at-walk-in-centres-and-nhs-booking-site-keeps-crashing-12494796
[7] https://news.sky.com/story/covid-19-boris-johnson-accused-of-treating-public-as-fools-as-photo-of-downing-street-quiz-emerges-12493560
[4] https://news.sky.com/story/covid-19-boris-johnson-accused-of-culture-of-disregard-for-coronavirus-rules-as-photo-of-downing-street-quiz-emerges-12493560
[4] http://news.sky.com/story/covid-19-over-30s-in-england-invited-to-book-booster-jabs-from-monday-as-omicron-cases-rise-12493562?dcmp=snt-sf-twitter
[3] http://news.sky.com/story/covid-19-lewis-hamilton-and-george-russell-among-formula-1-stars-urging-fans-to-get-vaccines-and-boosters-in-new-video-12492099?dcmp=snt-sf-twitter
[3] https://news.sky.com/story/covid-19-omicron-could-cause-between-25000-and-75000-deaths-in-england-without-tougher-restrictions-experts-12492584
[3] https://news.sky.com/story/covid-19-omicron-cases-now-being-treated-in-hospital-cabinet-minister-nadhim-zahawi-tells-sky-news-12493679
[3] https://www.ross-shirejournal.co.uk/news/parents-and-carers-of-highland-pupils-are-given-a-covid-19-u-259974/?utm_source=dlvr.it&utm_medium=twitter

Top URLs in Tweet in G5:
[17] https://www.armstrongeconomics.com/international-news/disease/young-athletes-dying-after-covid-19-vaccine/
[6] https://news.sky.com/story/covid-19-omicron-could-cause-between-25000-and-75000-deaths-in-england-without-tougher-restrictions-experts-12492584
[3] https://www.reuters.com/world/middle-east/uae-rolls-out-sinopharm-covid-19-vaccine-children-aged-3-17-2021-08-02/
[2] https://www.mhlw.go.jp/stf/covid-19/vaccine.html
[2] https://edition.cnn.com/2021/12/09/us/hospital-covid-19-deaths-michigan/index.html
[1] https://www.bloomberg.com/news/articles/2021-12-13/boris-johnson-says-at-least-one-dead-from-omicron-variant-in-u-k?utm_campaign=socialflow-organic&utm_medium=social&cmpid%3D=socialflow-twitter-bloomberguk&utm_source=twitter&utm_content=bloomberguk
[1] https://datagraver.com/case/verloop-covid-19-nederland
[1] https://khub.net/documents/135939561/430986542/Effectiveness+of+COVID-19+vaccines+against+Omicron+variant+of+concern.pdf/f423c9f4-91cb-0274-c8c5-70e8fad50074
[1] https://lancasteronline.com/news/health/lancaster-county-hospitals-divert-patients-because-of-latest-covid-19-surge/article_fb18c696-59fb-11ec-bdd3-d72d7edd4a4d.html
[1] https://rumble.com/voviv7-dr-shankara-chetty-breaks-down-the-long-term-agenda.html

Top URLs in Tweet in G6:
[2] https://trib.al/uYkvkAY
[2] https://atlantic.ctvnews.ca/video/st-fx-president-tests-positive-for-covid-19-125-students-isolating-amid-outbreak-1.5704680
[2] https://www.wsj.com/articles/some-hospitals-drop-covid-19-vaccine-mandates-to-ease-labor-shortages-11639396806
[1] https://steady.substack.com/p/forgotten-grievers?r=d7dyp&utm_campaign=post&utm_medium=email
[1] https://on.msnbc.com/3rYXOxg
[1] https://trib.al/ZoaFCHg
[1] https://nbcnews.to/3EPx5ae
[1] https://trib.al/KNzjBeN
[1] https://www.politifact.com/factchecks/2021/dec/10/instagram-posts/theres-no-basis-claim-thousands-have-died-covid-19/
[1] https://news.sky.com/story/covid-19-home-testing-kits-have-run-out-on-governments-website-12494810

Top URLs in Tweet in G7:
[9] https://fusernews.com/corea-del-sur-usara-reconocimiento-facial-para-rastrear-pacientes-con-covid-19/
[5] https://www.vtv.gob.ve/laboratorio-suizo-lanza-test-diferenciar-covid19-gripe/
[3] https://www.vtv.gob.ve/270-millones-personas-contagiadas-covid19/
[3] https://www.vtv.gob.ve/lucha-contra-covid-venezuela-12dic2021/
[3] https://bit.ly/3IEKeFf
[2] http://www.psuv.org.ve/temas/noticias/venezuela-alcanza-816-poblacion-vacunada-contra-covid-19/
[2] https://www.vtv.gob.ve/lucha-contra-lovid-venezuela-10dic2021/
[2] https://www.vtv.gob.ve/arriban-dosis-sputnik-light-refuerzo-covid-19/
[2] https://fusernews.com/venezuela-reporta-774-nuevos-casos-por-covid-19-y-mantiene-97-de-recuperacion/
[2] https://www.facebook.com/100068827244949/posts/212572737713633/

Top URLs in Tweet in G8:
[18] https://dailycaller.com/2021/12/09/dana-white-joe-rogan-covid-19-pat-mcafee-interview/
[7] https://thepostmillennial.com/navy-commander-relieved-of-duty-after-refusing-to-get-vaccinated-or-tested?utm_campaign=64502
[7] https://nypost.com/2021/12/13/colorado-gov-jared-polis-declares-covid-19-emergency-over-despite-omicron/?utm_medium=SocialFlow&utm_source=NYPTwitter&utm_campaign=SocialFlow
[2] https://nypost.com/2021/12/07/covid-19-spread-more-by-men-loud-talkers-study/?utm_source=NYPTwitter&utm_medium=SocialFlow&utm_campaign=SocialFlow
[2] https://nypost.com/2021/12/12/south-african-president-tests-positive-for-covid-19/?utm_source=NYPTwitter&utm_medium=SocialFlow&utm_campaign=SocialFlow
[2] https://torontosun.com/news/local-news/toronto-police-service-dealing-with-covid-19-outbreaks-among-vaccinated-cops?s=09
[1] https://www.mhlw.go.jp/stf/covid-19/vaccine.html
[1] https://www.thetimes.co.uk/article/medicine-on-hold-as-thousands-of-clinical-trials-are-abandoned-glpql6q2l
[1] https://www.riotimesonline.com/brazil-news/modern-day-censorship/covid-19-belgian-court-declares-illegal-the-use-of-the-vaccination-passport-and-imposes-a-fine-of-eur-5000-per-day-as-long-as-it-remains-in-force/
[1] https://dailyexpose.uk/2021/12/12/dr-vernon-coleman-heres-why-the-jabbed-will-die-early/

Top URLs in Tweet in G9:
[4] https://francais.rt.com/international/93618-premier-mort-variant-omicron-royaume-uni-covid-19
[3] https://www.bfmtv.com/sante/covid-19-pour-jean-castex-la-vaccination-des-enfants-est-desormais-une-necessite_AN-202112130084.html
[3] https://francemediasnumerique.com/2021/12/10/la-vaccination-covid-19-tue-chaque-jour-a-tout-les-ages/
[2] https://www.ncbi.nim.nih.gov/pmc/articles/PMC7664351/
[2] https://www.jci.org/articles/view/140491
[2] https://www.thailandmedical.news/
[2] https://infodujour.fr/societe/51630-covid-19-limites-des-vaccins-et-gros-risques-des-rappels
[2] http://ctiapchcholet.blogspot.com/2021/12/alerte-pharmacovigilance-un-enfant.html?m=1
[1] https://www.reuters.com/world/us/fauci-says-three-shots-covid-19-vaccine-is-optimal-care-2021-12-12/?taid=61b610cdc672dc0001d674fb&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[1] https://twitter.com/reuters/status/1470048331883757570

Top URLs in Tweet in G10:
[3] https://toronto.ctvnews.ca/ontario-asks-people-to-work-from-home-as-covid-19-cases-increase-1.5702869?cid=sm:trueanthem:ctvnews:twittermanualpost&taid=61b414f4077e6f00017e54bc&utm_campaign=trueAnthem:+New+Content+(Feed)&utm_medium=trueAnthem&utm_source=twitter
[2] https://haligonia.ca/15-potential-covid-19-exposures-dec-11-2021-report-283939/?utm_source=dlvr.it&utm_medium=twitter&utm_campaign=haligonia
[1] https://www.nhs.uk/conditions/coronavirus-covid-19/coronavirus-vaccination/
[1] https://news.sky.com/story/covid-19-omicron-cases-now-being-treated-in-hospital-cabinet-minister-nadhim-zahawi-tells-sky-news-12493679
[1] https://news.sky.com/story/covid-19-omicron-could-cause-between-25000-and-75000-deaths-in-england-without-tougher-restrictions-experts-12492584
[1] https://news.sky.com/story/covid-19-home-testing-kits-have-run-out-on-governments-website-12494810
[1] http://www.nhs.uk/conditions/coronavirus-covid-19/coronavirus-vaccination/
[1] https://www.gov.uk/government/news/uk-coronavirus-covid-19-alert-level-increased-from-level-3-to-level-4
[1] https://english.elpais.com/society/2021-12-13/spain-receives-first-shipment-of-covid-19-vaccines-for-children.html?ssm=TW_CC
[1] https://english.elpais.com/society/2021-12-13/spain-receives-first-shipment-of-covid-19-vaccines-for-children.html?utm_medium=Social&utm_source=Twitter&ssm=TW_CM_EN#Echobox=1639397242

Top Domains
Top Domains in Tweet in Entire Graph:
[190] twitter.com
[148] sky.com
[87] soompi.com
[74] nhs.uk
[74] co.uk
[64] com.br
[53] bit.ly
[52] gov.uk
[48] reuters.com
[47] zerohedge.com

Top Domains in Tweet in G1:
[59] twitter.com
[26] com.br
[23] sky.com
[20] co.uk
[14] wsj.com
[12] zerohedge.com
[11] nhs.uk
[11] elpolitico.com
[10] gov.uk
[10] advisor.news

Top Domains in Tweet in G2:
[30] kbv.de
[16] reuters.com
[14] co.uk
[4] bit.ly
[4] sky.com
[3] cdc.gov
[3] trib.al
[3] news.cn
[2] reut.rs
[2] cgtn.com

Top Domains in Tweet in G4:
[70] sky.com
[3] co.uk
[2] twitter.com
[1] org.uk
[1] reuters.com
[1] nbcnews.com
[1] bit.ly
[1] nhs.uk
[1] dw.com

Top Domains in Tweet in G5:
[17] armstrongeconomics.com
[7] sky.com
[3] reuters.com
[3] cnn.com
[2] weeklyblitz.net
[2] twitter.com
[2] go.jp
[1] bloomberg.com
[1] datagraver.com
[1] khub.net

Top Domains in Tweet in G6:
[4] trib.al
[2] ctvnews.ca
[2] wsj.com
[1] substack.com
[1] msnbc.com
[1] nbcnews.to
[1] politifact.com
[1] sky.com

Top Domains in Tweet in G7:
[17] gob.ve
[11] fusernews.com
[4] bit.ly
[3] twitter.com
[3] gob.cl
[3] facebook.com
[2] org.ve
[2] bluradio.com
[1] github.com
[1] minsal.cl

Top Domains in Tweet in G8:
[18] dailycaller.com
[11] nypost.com
[7] thepostmillennial.com
[2] torontosun.com
[1] go.jp
[1] co.uk
[1] riotimesonline.com
[1] dailyexpose.uk
[1] twitter.com

Top Domains in Tweet in G9:
[6] youtube.com
[5] rt.com
[5] thecovidworld.com
[4] twitter.com
[3] bfmtv.com
[3] francemediasnumerique.com
[2] nih.gov
[2] jci.org
[2] thailandmedical.news
[2] francesoir.fr

Top Domains in Tweet in G10:
[3] nhs.uk
[3] sky.com
[3] ctvnews.ca
[2] gov.uk
[2] elpais.com
[2] catalannews.com
[2] haligonia.ca
[2] co.uk
[2] statista.com
[1] bit.ly

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[380] covid19
[283] covid_19
[117] covid
[98] omicron
[72] 13dic
[66] wannaone
[65] 2021mama
[60] yomevacuno
[56] coronavirus
[42] 12dic



Top Hashtags in Tweet in G1:
[50] covid19
[30] 13dic
[25] covid_19
[24] covid
[20] fanb
[19] gnbcapital
[19] ceofanb
[18] coronavirus
[10] omicron
[7] covidvaccine

Top Hashtags in Tweet in G2:
[13] g7
[11] covid19
[6] coronavirus
[6] covid
[6] covid_19
[5] tplfterroristgroup
[5] atrocitiesbytplf
[5] novavax
[4] nvax
[2] nigeria

Top Hashtags in Tweet in G3:
[1] bnk48digitallivestudio
[1] bnk48

Top Hashtags in Tweet in G4:
[23] covid19
[3] omicron
[1] soulslosttocovid
[1] getboosted
[1] skynews

Top Hashtags in Tweet in G5:
[14] omicron
[7] mapsadvent2021
[4] covid19
[1] vaccineswork
[1] thisisourshot
[1] coronavirus
[1] sarscov2
[1] covid
[1] covid19uk
[1] covid_19

Top Hashtags in Tweet in G6:
[1] onpoli
[1] freetherats
[1] boostersforontario

Top Hashtags in Tweet in G7:
[56] yomevacuno
[29] covid_19
[23] vacunaciónyprevención
[16] dosisderefuerzo
[14] 13dic
[14] cuidatusalud
[13] 12dic
[11] covid19
[9] prevención
[9] enterate

Top Hashtags in Tweet in G8:
[4] covid
[1] crimesagainsthumantiy

Top Hashtags in Tweet in G9:
[32] covid_19
[18] doctothon
[7] covid19
[5] vaccin
[5] cancer
[5] arnm
[5] molnupiravir
[4] ensemblepourleslibertés
[4] manifs11decembre
[3] tpmp

Top Hashtags in Tweet in G10:
[4] johnsonout
[4] gtto
[2] odx
[2] omicron
[1] covidinquirynow
[1] breaking
[1] hepa
[1] torycovidcatastrophe
[1] toryausterity
[1] toryincompetence

Top Words
Top Words in Tweet in Entire Graph:
[6850] covid
[6581] 19
[648] more
[547] omicron
[492] 000
[462] vaccine
[432] น
[417] people
[415] contra
[392] bnk48

Top Words in Tweet in G1:
[949] covid
[931] 19
[98] omicron
[67] vaccine
[62] cases
[61] variant
[58] contra
[58] 2021
[57] 11
[52] 12

Top Words in Tweet in G2:
[126] covid
[106] 19
[29] secblinken
[27] reuters
[27] omicron
[25] winter
[21] more
[20] indonesia
[19] without
[18] last

Top Words in Tweet in G3:
[392] bnk48
[392] น
[196] digital
[196] live
[196] studio
[196] ว
[196] นจ
[196] นทร
[196] พบก
[196] บสมาช

Top Words in Tweet in G4:
[129] skynews
[127] covid
[108] 19
[85] 000
[74] omicron
[53] boris
[53] johnson
[47] minister
[44] prime
[43] england

Top Words in Tweet in G5:
[92] covid
[68] 19
[40] numbers
[36] drericding
[28] data
[25] ballouxfrancois
[24] patients
[22] local
[22] case
[21] decrease

Top Words in Tweet in G6:
[151] covid
[150] 19
[129] more
[117] 800
[117] 000
[117] total
[104] died
[100] americans
[100] larger
[100] population

Top Words in Tweet in G7:
[166] 19
[160] covid
[108] contra
[62] vacunación
[56] #yomevacuno
[45] venezuela
[44] dosis
[38] nuevos
[33] pacientes
[31] calendario

Top Words in Tweet in G8:
[147] covid
[146] 19
[101] vaccination
[96] mandatory
[95] mphanon1
[92] japan
[92] vaccines
[92] although
[92] encourage
[92] citizens

Top Words in Tweet in G9:
[44] covid
[41] ce
[38] 19
[32] #covid_19
[26] pfizer
[24] jean
[22] martinewonner
[21] 12
[20] après
[19] c'est

Top Words in Tweet in G10:
[61] covid
[57] 19
[23] people
[20] borisjohnson
[20] risks
[16] parties
[16] 000
[15] christmas
[15] sajidjavid
[14] families

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[6385] covid,19
[337] contra,covid
[242] positive,covid
[200] 13,ธ
[198] 18,00
[198] ค,ะ
[197] 00,น
[196] bnk48,digital
[196] digital,live
[196] live,studio

Top Word Pairs in Tweet in G1:
[896] covid,19
[50] contra,covid
[38] omicron,variant
[34] 19,vaccine
[28] 19,pandemic
[27] positive,covid
[24] propagación,covid
[23] #13dic,capital
[23] capital,mantenemos
[23] mantenemos,desplegados

Top Word Pairs in Tweet in G2:
[102] covid,19
[17] last,winter
[17] winter,without
[17] without,lockdown
[16] omicron,covid
[15] folgende,schreiben
[15] schreiben,kassenärztlichen
[15] kassenärztlichen,bundesvereinigung
[15] bundesvereinigung,geht
[15] geht,raus

Top Word Pairs in Tweet in G3:
[196] bnk48,digital
[196] digital,live
[196] live,studio
[196] studio,ว
[196] ว,นจ
[196] นจ,นทร
[196] นทร,น
[196] น,พบก
[196] พบก,บสมาช
[196] บสมาช,กด

Top Word Pairs in Tweet in G4:
[108] covid,19
[69] skynews,covid
[53] boris,johnson
[44] prime,minister
[40] 19,omicron
[38] cause,between
[38] between,25
[38] 25,000
[38] 000,75
[38] 75,000

Top Word Pairs in Tweet in G5:
[64] covid,19
[20] today's,south
[20] south,african
[20] african,covid
[20] 19,numbers
[20] numbers,overall
[20] overall,decrease
[20] decrease,case
[20] case,numbers
[20] numbers,despite

Top Word Pairs in Tweet in G6:
[150] covid,19
[117] 800,000
[104] died,covid
[100] more,800
[100] 000,americans
[100] americans,died
[100] 19,total
[100] total,larger
[100] larger,population
[100] population,boston

Top Word Pairs in Tweet in G7:
[158] covid,19
[80] contra,covid
[32] vacunación,contra
[24] lucha,contra
[21] calendario,vacunación
[20] 19,venezuela
[20] venezuela,registra
[20] nuevos,contagios
[20] contagios,comunitarios
[20] mantiene,tasa

Top Word Pairs in Tweet in G8:
[144] covid,19
[92] japan,vaccines
[92] vaccines,although
[92] although,encourage
[92] encourage,citizens
[92] citizens,receive
[92] receive,covid
[92] 19,vaccination
[92] vaccination,compulsory
[92] compulsory,mandatory

Top Word Pairs in Tweet in G9:
[35] covid,19
[17] bilan,ce
[17] ce,matin
[17] matin,ligne__droite
[17] ligne__droite,perronne
[17] perronne,#doctothon
[17] #doctothon,#covid_19
[17] #covid_19,12
[17] 12,millions
[17] millions,vues

Top Word Pairs in Tweet in G10:
[57] covid,19
[14] 16,000
[14] 000,people
[14] people,died
[14] died,covid
[14] 19,december
[14] december,2020
[14] 2020,know
[14] know,eight
[14] eight,tory

Top Replied-To
Top Replied-To in Entire Graph:
@logicznym
@the_crypto_bank
@divizio1
@_deathdisco_
@denegrj
@reuters
@lci
@cherikoko06
@lkwarzecha
@joshuamiller

Top Replied-To in G1:
@afridac1

Top Replied-To in G2:
@reuters
@drmarianeira
@who
@andithorsten
@eleanorm
@markus_soeder
@karl_lauterbach
@hendrikstreeck
@olafscholz
@c_drosten

Top Replied-To in G4:
@androprepe

Top Replied-To in G5:
@bobepidemiology
@irrigationjims
@ballouxfrancois
@dgurdasani1
@kimjohnsonmp
@drericding
@parents_utd

Top Replied-To in G7:
@dcabellor
@isarorodriguez
@swastihc

Top Replied-To in G9:
@divizio1
@bfmtv
@deflerst
@jeanpierreg9
@malsalabrine
@1er_emmanuel
@mercierjeremie
@mobilesolton
@senat

Top Replied-To in G10:
@sajidjavid
@scotlandwakeup
@essexpr
@styo28183449
@lance2290
@montie
@missradders

Top Mentioned
Top Mentioned in Entire Graph:
@bnk48official
@skynews
@mphanon1
@soompi
@koichi_kawakami
@aktu_lucknow
@aktustudents
@nbcnews
@pauldoodly
@tracklist

Top Mentioned in G1:
@albertsolo2
@67capt_canuck
@pmpmagtoday
@sicknxi7ewcklrl
@team_pandemic_
@drninaradcliff
@andrea08111959
@lntribune

Top Mentioned in G2:
@secblinken
@who
@reuters
@independent
@joebiden
@potus
@nytimes
@ema_news
@drtedros
@cgtnofficial

Top Mentioned in G3:
@bnk48official

Top Mentioned in G4:
@skynews
@jujuliagrace
@risahoshinomd
@johnrashton47
@devilstower
@cdcdirector
@rossnews
@cleavon_md
@alinouriphd
@_b_meyer

Top Mentioned in G5:
@drericding
@ballouxfrancois
@rmconservative
@sikhfortruth
@chrischirp
@bloomberguk
@bmj_latest
@alihmokdad
@uclmaps
@themightykm

Top Mentioned in G6:
@nbcnews
@janecat60
@msnbc
@breakingnews
@laurenpeikoff
@iacovosmichael
@libsinamerica
@hotlinejosh
@danrather
@rufuskings1776

Top Mentioned in G7:
@vtvcanal8
@nicolasmaduro
@loiscm1
@norelbi04771809
@minsaludcol
@dcabellor
@fuser_news
@delcyrodriguezv
@ogledar
@saludssrv

Top Mentioned in G8:
@mphanon1
@dailycaller
@electionwiz
@drjbhattacharya
@nypost
@polarbear165
@rpoconnor
@ballouxfrancois
@datgalkele
@mohale_godsboy

Top Mentioned in G9:
@martinewonner
@jeanpierreg9
@ligne__droite
@gilbertcollard
@alainhoupert
@antoncrowleysm1
@rtenfrancais
@websefard
@bfmtv
@bayrou

Top Mentioned in G10:
@borisjohnson
@sajidjavid
@rachael_swindon
@charles83230639
@dr_d_robertson
@strategieduchoc
@dhscgovuk
@jeancastex
@philmyers53
@ctvnews

Top Tweeters
Top Tweeters in Entire Graph:
@caraotadigital
@la_patilla
@ja8yum
@infoitsport
@dogandwinelover
@el_cooperante
@simanekomama
@threadreaderapp
@ptjasamarga
@lecturas24h

Top Tweeters in G1:
@infoitsport
@ptjasamarga
@lecturas24h
@sportsbookbtc
@detikcom
@elilustrativo
@afropages
@portaldiarioar
@rotadatos
@liputan6dotcom

Top Tweeters in G2:
@falconhamada_90
@independent
@reuters
@lorettabower3
@pink1963dsw
@cheryl_marlin
@jacquelinewxxx
@nitenitemelissa
@nytimes
@rt_com

Top Tweeters in G3:
@soka99nrious
@mooklook132
@tnby_
@ornnonnon
@bewanfield27
@maewkharjorn
@loveyuyoo
@genjinsw
@jaturongpa
@oillnnn

Top Tweeters in G4:
@hazelglasgow
@camz99
@ishagshafeeg
@ferguson2811
@skynews
@pierre_b_y
@golwgymor
@hughjaeger
@carlsl
@ht4ecosocialism

Top Tweeters in G5:
@robertgedge
@redflag3rd
@indosecular
@sheelaghg
@zenjk0
@ruthellaowens
@chimos5cad
@fascinatorfun
@malkyc01
@scott_satzer

Top Tweeters in G6:
@mharvey816
@jorge_c_ny
@darrellpmwest
@debr3322
@godandthebear
@old_santa_claus
@renellglover
@macjuanma
@lbrothersmedia
@calvinswine905

Top Tweeters in G7:
@vtvcanal8
@bluradioco
@actualidadrt
@caracolradio
@hoyelidenuncio
@partidopsuv
@prensa
@ucvradio
@alejabolivarian
@liliamm_27

Top Tweeters in G8:
@nascarnac
@sampleatl
@nypost
@julie34479
@dailycaller
@blythe_club
@benjiseitlhamo
@hdrayray
@kiranmartis9
@ma_loj

Top Tweeters in G9:
@bfmtv
@20minutes
@afpfr
@dufailly1
@gmirlt
@marie08187533
@rtenfrancais
@lydiekrszn
@scgarcin
@pdeffrasnes

Top Tweeters in G10:
@scott1984fp
@wadakashiho
@irisstylosa
@guse_guse
@davieboy0906
@ctvnews
@lsw12612672511
@rosiecat2
@letterwriterme
@artemis0801


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