Coronavirus, Twitter, 11/24/2021 9:46:43 PM, 266928


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Coronavirus_2021-11-24_01-20-01.xlsx
Coronavirus_2021-11-24_01-20-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
November 24, 2021
Short Description:
Coronavirus via NodeXL https://bit.ly/3FP1xBt
@wsjp_insight
@cnni
@coronaupdatebot
@ebmazandarani1
@politico
@sincomunismoo
@telegraaf
@hommel_b
@mariabartiromo
@troubleddays

Top hashtags:
#coronavirus
#covid19
#corona
#covid
#covid_19
#visoniliberi
#voceaivisoni

Description:
Description
The graph represents a network of 8,931 Twitter users whose tweets in the requested range contained "Coronavirus", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 24 November 2021 at 09:42 UTC.

The requested start date was Wednesday, 24 November 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, 25-minute period from Sunday, 21 November 2021 at 12:00 UTC to Tuesday, 23 November 2021 at 12:25 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 : 8931
Unique Edges : 4413
Edges With Duplicates : 11556
Total Edges : 15969
Number of Edge Types : 5
Retweet : 4869
MentionsInRetweet : 5488
Mentions : 2007
Replies to : 532
Tweet : 3073
Self-Loops : 3154
Reciprocated Vertex Pair Ratio : 0.00406945198046663
Reciprocated Edge Ratio : 0.00810591731964334
Connected Components : 2418
Single-Vertex Connected Components : 1107
Maximum Vertices in a Connected Component : 2676
Maximum Edges in a Connected Component : 6424
Maximum Geodesic Distance (Diameter) : 28
Average Geodesic Distance : 11.626976
Graph Density : 9.28105897860955E-05
Modularity : 0.525734
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 8,931 Twitter users whose tweets in the requested range contained "Coronavirus", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 24 November 2021 at 09:42 UTC.

The requested start date was Wednesday, 24 November 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, 25-minute period from Sunday, 21 November 2021 at 12:00 UTC to Tuesday, 23 November 2021 at 12:25 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 : Coronavirus
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:
[86] https://newsdigest.jp/pages/coronavirus/
[72] https://www3.nhk.or.jp/news/special/coronavirus/
[33] https://www.lav.it/visoni/?utm_source=tw&utm_medium=organic&utm_content=voce-ai-visoni&utm_term=storm&utm_campaign=21twor
[31] https://www.mdr.de/nachrichten/sachsen/corona-intensivstation-triage-aerztekammer-ueberlastung-100.html
[29] https://jp.reuters.com/article/health-coronavirus-china-idJPKBN2I00DQ
[27] https://scottishparliament.tv:443/
[27] https://jp.reuters.com/article/health-coronavirus-austria-idJPKBN2I707O?taid=619b7f44c29503000199e238&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[26] https://www.francetvinfo.fr/sante/maladie/coronavirus/vaccin/quels-sont-les-principaux-effets-indesirables-des-vaccins-contre-le-covid-19_4845737.html
[25] https://www.lci.fr/sante/en-direct-coronavirus-covid-19-5e-vague-la-nouvelle-zelande-renonce-aux-confinements-et-a-la-strategie-zero-covid-2196156.html?utm_medium=Social&utm_source=Twitter&Echobox=1637565648#xtor=CS5-113
[22] https://www.weforum.org/agenda/2021/10/covid19-coronavirus-pandemic-news-26-october-2021

Top URLs in Tweet in G1:
[6] https://www.citizensadvice.org.uk/health/coronavirus-rules-you-need-to-follow/check-if-you-have-to-self-isolate-because-of-coronavirus/?utm_medium=social&utm_source=twitter&utm_campaign=5%20key%20tweets
[5] https://www3.nhk.or.jp/news/special/coronavirus/data/
[5] https://www.nhs.uk/conditions/coronavirus-covid-19/coronavirus-vaccination/book-coronavirus-vaccination/
[5] https://www.nhs.uk/conditions/coronavirus-covid-19/coronavirus-vaccination/book-coronavirus-vaccination/book-or-manage-a-booster-dose-of-the-coronavirus-covid-19-vaccine/
[4] https://www.vilaweb.cat/noticies/coronavirus-ultima-hora-catalunya-valencia-illes/
[4] https://www.welt.de/politik/ausland/article235185018/Coronavirus-Bisheriger-Verlauf-der-Pandemie-in-Afrika-verbluefft-Experten.html
[4] https://news.sky.com/story/covid-news-live-uk-coronavirus-booster-book-over-40s-england-full-lockdown-europe-12469075
[4] https://www.gov.uk/coronavirus
[4] https://www.tagesspiegel.de/wissen/corona-pandemie-in-deutschland-sieben-tage-inzidenz-uebersteigt-erstmals-400er-marke/25560996.html
[3] https://www.worldometers.info/coronavirus/

Top URLs in Tweet in G2:
[6] https://www.jpost.com/health-and-wellness/coronavirus/no-matter-how-old-you-are-two-shots-of-pfizer-vaccine-dont-last-study-685141
[4] https://ncr-iran.org/en/ncri-statements/statement-human-rights/iran-coronavirus-death-toll-exceeds-478800/
[3] https://www.20minutes.fr/politique/3179631-20211123-coronavirus-gouvernement-bonnet-ane-gestes-barrieres?utm_term=Autofeed&xtref=twitter.com&utm_medium=Social&utm_source=Twitter#Echobox=1637667343
[3] https://www.lastampa.it/speciale/cronaca/speciale-coronavirus/2021/11/22/video/la_letterina_di_luciana_littizzetto_a_no_vax_noi_si_vax_siamo_di_piu_se_scendiamo_in_piazza_lamorgese_sclera_come_sgarb-592203/
[2] https://www.20minutes.fr/monde/3179655-20211123-coronavirus-air-canada-verse-45-millions-dollars-avoir-tarde-rembourser-clients?utm_term=Autofeed&xtref=twitter.com&utm_medium=Social&utm_source=Twitter#Echobox=1637667893
[2] https://www.tag24.de/thema/coronavirus/saechsischer-landesaerzte-chef-warnt-weiter-vor-triage-jetzt-reisst-euch-alle-am-riemen-2218384
[1] https://www.br.de/nachrichten/bayern/anklage-erhoben-theologe-impft-ueber-300-menschen-gegen-covid-19,SpZoRrr
[1] https://www.politico.com/news/2021/11/23/coronavirus-vaccine-global-pandemic-523218
[1] https://www.sueddeutsche.de/1.5467394?utm_source=Twitter&utm_medium=twitterbot&utm_campaign=1.5467394
[1] https://www.sueddeutsche.de/1.5470009?utm_source=Twitter&utm_medium=twitterbot&utm_campaign=1.5470009

Top URLs in Tweet in G3:
[1] https://metro.co.uk/2021/11/22/care-home-residents-injected-with-salt-water-instead-of-covid-vaccine-15643307
[1] https://www.gouvernement.fr/info-coronavirus/carte-et-donnees#situation_hospitaliere_-_nombre_d_entrees_en_soins_critiques_chez_les_personnes_vaccinees_et_non_vaccinees

Top URLs in Tweet in G4:
[19] https://www.telegraaf.nl/video/1816343842/rutte-reageert-op-relweekend-puur-geweld-van-idioten
[9] https://www.nu.nl/coronavirus/6169338/voor-het-eerst-in-deze-coronagolf-wordt-coronapatient-naar-duitsland-verplaatst.html
[9] https://www.nu.nl/coronavirus/6169265/2g-zorgt-volgens-omt-in-gunstig-geval-voor-helft-minder-besmettingen-dan-3g.html
[3] https://nos.nl/liveblog/2406620-omt-naleven-regels-belangrijker-dan-nieuwe-maatregelen-nog-geen-code-zwart#UPDATE-container-57475188
[3] https://www.nejm.org/doi/full/10.1056/NEJMoa2110737?cookieSet=1
[3] https://www.telegraaf.nl/watuzegt/1641245852/coronapas-is-de-oorzaak-niet-de-oplossing
[3] https://pubmed.ncbi.nlm.nih.gov/25527792/
[3] https://www.nu.nl/coronavirus/6168781/van-dissel-vermoedelijk-laatste-winter-met-zware-maatregelen-door-coronapil.html
[2] https://myprivacy.dpgmedia.nl/consent?siteKey=mcv8h7juKXm7kdOx&callbackUrl=https%3A%2F%2Fwww.ed.nl%2Fprivacy-gate%2Faccept-tcf2%3FredirectUri%3D%252Fdossier-coronavirus%252Finmiddels-25-voormalige-kamerleden-besmet-na-uitje-in-helmond-en-de-peel-ook-burgemeester-heeft-corona~ae0176ff%252F%253Futm_source%253Dwhatsapp%2526utm_medium%253Dsocial%2526utm_campaign%253Dsocialsharing_web
[2] https://www.rijksoverheid.nl/onderwerpen/coronavirus-vaccinatie/aanpak-coronavaccinatie/boostervaccinatie

Top URLs in Tweet in G5:
[25] https://www.lci.fr/sante/en-direct-coronavirus-covid-19-5e-vague-la-nouvelle-zelande-renonce-aux-confinements-et-a-la-strategie-zero-covid-2196156.html?utm_medium=Social&utm_source=Twitter&Echobox=1637565648#xtor=CS5-113
[6] https://www.francetvinfo.fr/sante/maladie/coronavirus/appel-a-la-greve-generale-en-martinique-a-partir-de-lundi_4853589.html
[6] https://www.lci.fr/sante/en-direct-covid-19-pandemie-coronavirus-5e-vague-7-974-patients-hospitalises-dont-1-333-en-reanimation-24-deces-en-24h-2196156.html?utm_medium=Social&utm_source=Twitter&Echobox=1637496452#xtor=CS5-113
[5] https://www.lesoir.be/407786/article/2021-11-22/les-allemands-seront-vaccines-gueris-ou-morts-la-fin-de-lhiver-declare-le
[4] https://www.francetvinfo.fr/sante/maladie/coronavirus/guadeloupe-les-soignants-auront-acces-a-des-vaccins-sans-arn-messager_4855841.html
[4] https://www.francetvinfo.fr/sante/maladie/coronavirus/vaccin/quels-sont-les-principaux-effets-indesirables-des-vaccins-contre-le-covid-19_4845737.html
[4] https://www.ouest-france.fr/sante/virus/coronavirus/covid-19-les-allemands-seront-vaccines-gueris-ou-morts-a-la-fin-de-l-hiver-9224ceb2-4b7a-11ec-86fe-f93f315cdcf6
[4] https://www.nouvelobs.com/coronavirus-de-wuhan/20211121.OBS51242/la-montee-de-la-5e-vague-de-covid-19-est-fulgurante-alerte-gabriel-attal.html?utm_term=Autofeed&utm_medium=Social&utm_source=Twitter#Echobox=1637492915
[3] https://www.francetvinfo.fr/sante/maladie/coronavirus/vaccin/guadeloupe-j-ai-prevenu-les-autorites-nationales-j-ai-eu-un-retour-negatif-a-la-limite-du-mepris-regrette-le-president-de-la-region-ary-chalus_4852393.html
[3] https://www.francetvinfo.fr/sante/maladie/coronavirus/jean-castex-positif-au-covid-19-comment-l-executif-s-organise_4855779.html

Top URLs in Tweet in G6:
[2] http://ws-jp.co.jp/2021/02/15/science-technology-22-coronavirus-24/
[2] http://ws-jp.co.jp/2020/08/24/world-6/
[2] http://ws-jp.co.jp/2020/09/06/science-technology-9-coronavirus-11/
[2] http://ws-jp.co.jp/2020/12/06/science-technology-18-coronavirus-21/
[2] http://ws-jp.co.jp/2021/01/14/recent-articles-about-japan-4/
[2] https://trib.al/az0pWDk
[2] https://trib.al/jQXKnEA
[2] https://bloom.bg/3HCA8US?utm_content=tictoc&utm_source=twitter&utm_medium=social&cmpid%3D=socialflow-twitter-tictoc&utm_campaign=socialflow-organic
[2] https://www.abc.net.au/news/2021-11-23/qld-coronavirus-covid-testing-free/100641922
[1] https://www.worldometers.info/coronavirus/usa/minnesota/

Top URLs in Tweet in G7:
[33] https://www.lav.it/visoni/?utm_source=tw&utm_medium=organic&utm_content=voce-ai-visoni&utm_term=storm&utm_campaign=21twor
[3] https://elvenezolanonews.com/2021/11/20/mascarillas-seran-opcionales-en-escuelas-del-condado-de-orange/
[2] https://time.com/5808809/coronavirus-climate-action/
[2] https://digitalclippingservice.com/
[2] https://portal-coronavirus.gba.gob.ar/es/sala-de-situacion
[1] http://www.icontact-archive.com/archive?c=170905&f=3008&s=3288&m=468981&t=6d434f5fca59b029de99d2f09284633bcb495ec5fb7a6772ef5e9d99241523b6
[1] https://h24.news/ILfD
[1] https://www.efe.com/efe/comunitat-valenciana/portada/puig-espera-que-el-pasaporte-covid-este-antes-del-puente-de-la-constitucion/50000877-4681540
[1] https://www.politico.com/news/magazine/2020/03/26/what-the-coronavirus-curve-teaches-us-about-climate-change-148318
[1] https://elvenezolanonews.com/2021/11/20/sociedades-medicas-alertan-sobre-la-exposicion-al-covid-19-que-tuvo-el-sistema-nacional-de-orquestas/

Top URLs in Tweet in G8:
[11] https://lopezdoriga.com/nacional/mexico-covid-19-coronavirus-pandemia-epidemia-21-11-2021/
[3] https://lopezdoriga.com/nacional/mexico-covid-19-coronavirus-pandemia-epidemia-22-11-2021/
[2] https://coronavirus.jhu.edu/map.html
[1] https://bit.ly/3oRvbiC
[1] https://latinus.us/2021/11/22/alcocer-admite-hay-indicios-cuarta-ola-covid-19-mexico-pero-no-quiero-que-esto-pase-prensa/
[1] https://www.infobae.com/economia/2021/11/23/vacaciones-de-verano-la-mayoria-de-los-argentinos-que-no-viajara-lo-explica-por-problemas-economicos-y-no-por-temor-al-coronavirus/?utm_medium=Echobox&utm_source=Twitter#Echobox=1637664575-1
[1] https://www.infobae.com/economia/2021/11/23/vacaciones-de-verano-la-mayoria-de-los-argentinos-que-no-viajara-lo-explica-por-problemas-economicos-y-no-por-temor-al-coronavirus/?utm_source=dlvr.it&utm_medium=twitter
[1] https://coronavirus.jhu.edu/region
[1] https://bit.ly/2yYSa4V

Top URLs in Tweet in G9:
[27] https://scottishparliament.tv:443/
[5] https://www.ndtv.com/world-news/germany-coronavirus-germany-covid-vaccinated-cured-or-dead-germany-sounds-alarm-on-delta-variant-2620277
[4] https://www.ndtv.com/world-news/austria-covid-austria-coronavirus-austria-covid-news-austria-re-enters-partial-covid-lockdown-amid-violent-protests-in-europe-2620372
[3] https://nation.africa/kenya/covid
[3] http://www.dawn.com/live-blog/
[3] https://www.telegraph.co.uk/world-news/2021/11/22/austrians-allowed-ski-despite-lockdown/?utm_content=telegraph&utm_medium=Social&utm_campaign=Echobox&utm_source=Twitter#Echobox=1637598149
[2] https://www.ndtv.com/india-news/coronavirus-7-579-new-covid-19-cases-in-india-lowest-since-may-last-year-2621171
[2] https://www.thenationalnews.com/coronavirus/2021/11/23/astrazeneca-boss-suggests-europes-covid-crisis-may-be-linked-to-choosing-wrong-vaccine/
[2] https://www.ndtv.com/world-news/french-prime-minister-jean-castex-tests-positive-for-coronavirus-2621065
[2] https://www.health.com/condition/infectious-diseases/coronavirus/face-masks-for-flying?utm_campaign=health_goodhealth&utm_content=evergreen&utm_medium=social&utm_source=twitter.com&utm_term=61968315cf436100013f2ac0

Top URLs in Tweet in G10:
[68] https://www3.nhk.or.jp/news/special/coronavirus/
[26] https://jp.reuters.com/article/health-coronavirus-austria-idJPKBN2I707O?taid=619b7f44c29503000199e238&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[3] https://apnews.com/article/coronavirus-pandemic-joe-biden-health-2e0a1fd3f4669e87540f09b3cd6b137d
[2] https://trib.al/FpHAjeu
[2] https://trib.al/AsQyPZV
[2] https://trib.al/ozvpDey
[2] https://trib.al/syd0Pit
[2] https://trib.al/OuzRNgF
[2] https://trib.al/DJwGmhz
[2] https://balkaninsight.com/2020/06/30/live-blog-central-southeast-europe-responds-to-uptick-in-covid-19-pandemic/

Top Domains
Top Domains in Tweet in Entire Graph:
[133] francetvinfo.fr
[126] twitter.com
[113] or.jp
[107] reuters.com
[90] nhs.uk
[86] newsdigest.jp
[79] co.uk
[76] apnews.com
[69] eldiario.es
[60] gov.uk

Top Domains in Tweet in G1:
[42] twitter.com
[35] nhs.uk
[32] com.ar
[23] co.uk
[23] apnews.com
[22] com.br
[20] gov.uk
[19] dlvr.it
[16] reuters.com
[14] sky.com

Top Domains in Tweet in G2:
[9] 20minutes.fr
[6] saechsische.de
[6] ncr-iran.org
[6] jpost.com
[5] nyti.ms
[5] dw.com
[3] sueddeutsche.de
[3] lastampa.it
[3] tag24.de
[2] twitter.com

Top Domains in Tweet in G3:
[1] co.uk
[1] gouvernement.fr

Top Domains in Tweet in G4:
[31] nu.nl
[22] telegraaf.nl
[4] twitter.com
[3] nos.nl
[3] nejm.org
[3] nih.gov
[3] rijksoverheid.nl
[3] coronavaccinatie.nl
[3] archive.org
[2] dpgmedia.nl

Top Domains in Tweet in G5:
[47] francetvinfo.fr
[35] lci.fr
[16] lesoir.be
[15] ouest-france.fr
[12] nouvelobs.com
[2] bit.ly
[2] franceinter.fr
[2] jeanmarcmorandini.com
[1] zpr.io
[1] latribune.fr

Top Domains in Tweet in G6:
[12] co.jp
[8] trib.al
[3] sky.com
[3] inquirer.net
[3] nytimes.com
[2] worldometers.info
[2] abcn.ws
[2] bloom.bg
[2] net.au
[1] twitter.com

Top Domains in Tweet in G7:
[33] lav.it
[4] elvenezolanonews.com
[2] time.com
[2] digitalclippingservice.com
[2] gob.ar
[1] icontact-archive.com
[1] h24.news
[1] efe.com
[1] politico.com
[1] ostbelgiendirekt.be

Top Domains in Tweet in G8:
[14] lopezdoriga.com
[3] jhu.edu
[2] bit.ly
[2] infobae.com
[1] latinus.us

Top Domains in Tweet in G9:
[27] scottishparliament.tv
[13] ndtv.com
[5] co.uk
[3] nation.africa
[3] today.ng
[3] dawn.com
[3] business-standard.com
[2] news24.com
[2] gov.scot
[2] thenationalnews.com

Top Domains in Tweet in G10:
[70] or.jp
[26] reuters.com
[12] trib.al
[3] apnews.com
[2] thequint.com
[2] balkaninsight.com
[2] lg.jp
[1] facebook.com
[1] nhs.uk
[1] fda.gov

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1450] coronavirus
[803] covid19
[193] corona
[139] covid
[130] covid_19
[98] visoniliberi
[97] voceaivisoni
[66] 新型コロナウイルス
[54] sachsen
[50] health



Top Hashtags in Tweet in G1:
[321] coronavirus
[171] covid19
[52] corona
[51] covid
[29] covid_19
[22] 2019ncov
[17] lockdown
[14] impfpflichtjetzt
[12] impfpflicht
[12] vaccine

Top Hashtags in Tweet in G2:
[23] netherlands
[19] corona
[13] coronavirus
[11] thehague
[10] covid19
[10] update
[6] dresden
[6] iran
[5] ungeimpften
[5] impfung

Top Hashtags in Tweet in G3:
[18] covid19
[17] japan
[17] tokyo
[2] getvaccinated
[1] wearamask
[1] ivermectin
[1] coronavirus

Top Hashtags in Tweet in G4:
[20] coronavirus
[12] lockdown
[9] corona
[5] rotterdamprotest
[5] zorginfarct
[4] coronamaatregelen
[4] vaccinatieplicht
[3] coronacrisis
[2] booster
[1] myocarditis

Top Hashtags in Tweet in G5:
[46] covid19
[11] coronavirus
[5] vaccination
[3] castex
[3] vaccin
[2] france
[2] belgique
[2] santé
[2] touscontrezemmour
[2] guadeloupe

Top Hashtags in Tweet in G6:
[14] coronavirus
[11] covid19
[3] covid
[2] primeminister
[2] shinzoabe
[2] variant
[2] variants
[2] crisismanagement
[2] publicpolicy
[2] politicslive

Top Hashtags in Tweet in G7:
[208] coronavirus
[98] visoniliberi
[97] voceaivisoni
[18] covid19
[18] pellicce
[14] coronavirusupdate
[14] coronaviruspandemic
[11] málaga
[4] evnews
[4] climatechange

Top Hashtags in Tweet in G8:
[5] covid19
[3] coronavirus
[1] semáforoverde
[1] comoanilloaldedo
[1] latinus
[1] informaciónparati
[1] 1020am

Top Hashtags in Tweet in G9:
[48] coronavirus
[7] covid19
[6] uae
[3] nationnewsplex
[3] bangavax
[3] humantrial
[3] bangladesh
[3] gujarat
[3] tv9news
[2] vadodara

Top Hashtags in Tweet in G10:
[24] covid19
[8] coronavirus
[6] covaxin
[3] covid_19
[3] covid
[2] corona
[2] opinion
[2] faq
[2] vaccineswork
[2] tokyo

Top Words
Top Words in Tweet in Entire Graph:
[3074] coronavirus
[1712] covid
[1453] #coronavirus
[1050] 19
[803] #covid19
[539] die
[398] contra
[377] cases
[349] क
[336] vaccine

Top Words in Tweet in G1:
[553] coronavirus
[321] #coronavirus
[257] covid
[198] 19
[171] #covid19
[85] cases
[78] contra
[65] क
[63] 11
[60] die

Top Words in Tweet in G2:
[95] coronavirus
[49] dwnews
[42] infections
[39] vaccination
[37] rate
[36] skyrocketing
[36] germany's
[36] south
[36] east
[36] lower

Top Words in Tweet in G3:
[205] coronavirus
[186] fully
[95] vaccinated
[94] infection
[93] sister
[93] recovered
[93] died
[93] second
[92] kapahater
[92] infe

Top Words in Tweet in G4:
[72] niet
[63] hommel_b
[61] dat
[38] geweld
[37] zijn
[34] nl
[32] gevaccineerd
[31] mijn
[26] corona
[25] deze

Top Words in Tweet in G5:
[79] covid
[59] franceinfo
[53] 19
[51] guadeloupe
[46] #covid19
[43] direct
[42] j'ai
[35] aux
[32] vaccinés
[31] lci

Top Words in Tweet in G6:
[71] coronavirus
[35] covid
[29] health
[28] 19
[27] abc
[23] cases
[19] deaths
[19] minister
[18] country
[17] skynews

Top Words in Tweet in G7:
[208] #coronavirus
[203] min
[156] allevamenti
[148] visoni
[144] robersperanza
[140] spatuanelli
[105] gli
[98] #visoniliberi
[97] #voceaivisoni
[95] focolai

Top Words in Tweet in G8:
[130] coronavirus
[96] covid
[92] 19
[88] alertanews24
[80] urgente
[67] 000
[64] muertes
[60] oms
[60] alerta
[60] 700

Top Words in Tweet in G9:
[84] coronavirus
[75] covid
[60] over
[59] europe
[50] violent
[50] protests
[48] #coronavirus
[47] restrictions
[46] dictatorship
[46] turned

Top Words in Tweet in G10:
[68] tak53381102
[68] 西日本
[68] 揺り戻しなくさらに減少
[68] 一度真っ白になる勢い
[31] reutersjapan
[26] オーストリア
[26] 全土ロックダウン開始
[26] 西欧で今秋初
[24] #covid19
[17] vaccine

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[916] covid,19
[177] contra,coronavirus
[148] fully,vaccinated
[136] #covid19,#coronavirus
[121] allevamenti,visoni
[116] coronavirus,cases
[112] min,robersperanza
[110] non,vaccinés
[102] #coronavirus,#covid19
[101] coronavirus,infection

Top Word Pairs in Tweet in G1:
[177] covid,19
[56] #coronavirus,#covid19
[45] contra,coronavirus
[37] #covid19,#coronavirus
[24] coronavirus,pandemic
[20] casos,coronavirus
[19] #covid19,#2019ncov
[18] #corona,#coronavirus
[18] स,क
[16] nuovi,casi

Top Word Pairs in Tweet in G2:
[41] coronavirus,infections
[36] infections,skyrocketing
[36] skyrocketing,germany's
[36] germany's,south
[36] south,east
[36] east,vaccination
[36] vaccination,rate
[36] rate,lower
[36] lower,less
[36] less,education

Top Word Pairs in Tweet in G3:
[93] sister,fully
[93] fully,vaccinated
[93] vaccinated,fully
[93] fully,recovered
[93] recovered,coronavirus
[93] coronavirus,infection
[93] infection,died
[93] died,coronavirus
[93] coronavirus,second
[92] kapahater,sister

Top Word Pairs in Tweet in G4:
[20] ook,jij
[20] jij,martijnderijk
[20] martijnderijk,krijgt
[20] krijgt,plaatsje
[20] plaatsje,galerij
[20] galerij,groten
[20] groten,vaccinazi's
[20] vaccinazi's,kinderen
[20] kinderen,kleinkinderen
[19] rutte,reageert

Top Word Pairs in Tweet in G5:
[53] covid,19
[28] direct,#covid19
[25] #covid19,nouvelle
[25] nouvelle,zélande
[25] zélande,renonce
[25] renonce,aux
[25] aux,confinements
[25] confinements,stratégie
[25] stratégie,zéro
[25] zéro,covid

Top Word Pairs in Tweet in G6:
[28] covid,19
[19] health,minister
[17] germany's,health
[17] minister,rapid
[17] rapid,rise
[17] rise,coronavirus
[17] coronavirus,cases
[17] cases,means
[17] means,everyone
[17] everyone,country

Top Word Pairs in Tweet in G7:
[121] allevamenti,visoni
[112] min,robersperanza
[91] 31,dicembre
[89] dicembre,scadrà
[89] scadrà,temporanea
[89] temporanea,sospensione
[89] sospensione,degli
[89] degli,allevamenti
[89] visoni,min
[89] robersperanza,min

Top Word Pairs in Tweet in G8:
[92] covid,19
[80] urgente,coronavirus
[74] alertanews24,urgente
[64] muertes,covid
[60] coronavirus,oms
[60] oms,alerta
[60] alerta,700
[60] 700,000
[60] 000,muertes
[60] 19,europa

Top Word Pairs in Tweet in G9:
[46] coronavirus,dictatorship
[46] dictatorship,protests
[46] protests,over
[46] over,covid
[46] covid,restrictions
[46] restrictions,europe
[46] europe,turned
[46] turned,violent
[45] ajenglish,coronavirus
[45] violent,conti

Top Word Pairs in Tweet in G10:
[68] 西日本,揺り戻しなくさらに減少
[68] 揺り戻しなくさらに減少,一度真っ白になる勢い
[67] tak53381102,西日本
[26] オーストリア,全土ロックダウン開始
[26] 全土ロックダウン開始,西欧で今秋初
[25] reutersjapan,オーストリア
[10] #covid19,vaccine
[9] dose,#covid19
[8] covid,19
[6] people,aged

Top Replied-To
Top Replied-To in Entire Graph:
@539th
@nytimes
@ethikrat
@karl_lauterbach
@fleuragemapvv
@miinyaaaaan0915
@ianbassin
@rivm
@carlosmaslaton
@mrsmertes

Top Replied-To in G2:
@drtedros
@tobiashuch
@who
@rudifussi
@redaktionzack
@m_t_franz
@astatement
@politico
@le_parisien
@actu43_fr

Top Replied-To in G4:
@fleuragemapvv
@rivm
@hugodejonge
@attjekuiken
@pvanhouwelingen
@ingridl030267
@eirikrcoquere
@bart74371768
@slagtrr
@hannie_wils

Top Replied-To in G5:
@manni477

Top Replied-To in G6:
@nytimes
@skynews
@laotzu5
@endtax
@macdonaldjasona
@whatspctoday
@ansum_wozelike
@dominiquetaegon
@jemima_44
@washingtonpost

Top Replied-To in G8:
@alertanews24
@coronavirusnewv

Top Replied-To in G10:
@us_fda

Top Mentioned
Top Mentioned in Entire Graph:
@robersperanza
@spatuanelli
@kapahater
@alertanews24
@watch_union
@drsimonegold
@tak53381102
@newsdigestweb
@hommel_b
@karenlovecheese

Top Mentioned in G1:
@_hnk_w_ca
@noticiasde_
@quirinweber
@vilpetrus
@hiremaidea
@reduana92425351
@cota3143
@poetlorryate
@jbond46888715

Top Mentioned in G2:
@dwnews
@afp
@nytimes
@who
@saechsischede
@politico
@sz
@br24
@rki_de
@20minutes

Top Mentioned in G3:
@kapahater
@karenlovecheese
@metrouk
@johnbasham

Top Mentioned in G4:
@hommel_b
@telegraaf
@martijnderijk
@armandgirbes
@hugodejonge
@pcimeijer
@nunl
@minpres
@fleuragemapvv
@veen_els

Top Mentioned in G5:
@franceinfo
@lci
@yoann_iv
@lesoir
@lobs
@ouestfrance
@mabi5emmanuelle
@fraslin
@the_best_man_57
@morandiniblog

Top Mentioned in G6:
@abc
@skynews
@washingtonpost
@bbcnews
@wsjp_insight
@mailonline
@gbnews
@radiofreeasia
@bbcnewsnight
@abcnews

Top Mentioned in G7:
@robersperanza
@spatuanelli
@lavonlus
@jesussanchez__
@lavbergamo
@baprovincia
@lavmilano
@firenzelav

Top Mentioned in G8:
@alertanews24
@lopezdoriga
@coronavirusnewv
@carponce11
@latinus_us
@nanduti
@ezshabot
@sinae_oficial
@infobaeeconomia
@fuerteyalmedio2

Top Mentioned in G9:
@ajenglish
@scotgov
@scotparl
@nicolasturgeon
@news24
@telegraph
@ndtvfeed
@khaleejtimes
@rchitravanshi
@ndtv

Top Mentioned in G10:
@tak53381102
@reutersjapan
@potus
@hmgeast
@usmortality
@kawataru_j
@scouser_71
@drdenagrayson
@thequint
@us_fda

Top Tweeters
Top Tweeters in Entire Graph:
@elnacionalweb
@la_patilla
@infoitinterno
@tomthunkitsmind
@animalsholbox
@jornalistavitor
@mrdjones
@sectest9
@tesco
@contrapuntovzla

Top Tweeters in G1:
@infoitinterno
@contrapuntovzla
@sunoticiero
@portaldiarioar
@zyitegadgets
@freiewelteu
@titrespresse
@andyvermaut
@jacekwierzbicki
@cityreport

Top Tweeters in G2:
@backstorymom1
@le_figaro
@thesun
@philippinestar
@asteris
@lastampa
@strategnl
@le_parisien
@nytimes
@20minutes

Top Tweeters in G3:
@60sparkle
@metrouk
@dbashby
@peterdilworth1
@emperorblargus
@knitagran
@60sleigh
@harding_keith
@maureenpickeri5
@paulduffy1192

Top Tweeters in G4:
@telegraaf
@peter_porto
@occupyschagen
@els_hinderink
@rinushoogstad
@berttaling
@pverbeeck2
@plepsart
@nunl
@jackietje65

Top Tweeters in G5:
@7b73f39b85e1415
@loudl
@marclandes40
@curiouskd2000
@edira2
@the_best_man_57
@sommelier50
@ouestfrance
@yvespdb
@eric_vds

Top Tweeters in G6:
@inquirerdotnet
@wally_wests
@reuters
@newindianxpress
@irishtimes
@skynews
@bbcnews
@chennylou
@mailonline
@washingtonpost

Top Tweeters in G7:
@venezolanonews
@cope
@gina32451015
@annarossar
@sandraceradini
@oldo_bis
@cerebralsymphoy
@aserna08
@generalitat
@covidlive

Top Tweeters in G8:
@vilmapooh
@sergioespsan
@lopezdoriga
@nanduti
@josemi422
@cebartemora
@fdoquijano
@negrilm
@eustaquiodosant
@diegolp77

Top Tweeters in G9:
@world_news_eng
@ndtv
@coronaupdatebot
@nationafrica
@childofalba
@telegraph
@standardnews
@news24
@bsindia
@ndtvfeed

Top Tweeters in G10:
@madfall1213
@seabat707
@papamamakm
@gokuraku4649
@thequint
@reutersjapan
@kawamomi53
@momongae36
@economicscience
@minori_ironim