Coronavirus, Twitter, 3/17/2022 11:25:17 AM, 273093


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Coronavirus_2022-03-17_03-25-37.xlsx
Coronavirus_2022-03-17_03-25-37.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
March 17, 2022
Short Description:
Coronavirus via NodeXL https://bit.ly/3Jm9xMe
@wsjp_insight
@nytimes
@swraktuellbw
@reuters
@karl_lauterbach
@kaiser_renate
@1900ho
@anon_mitch
@skynews
@business

Top hashtags:
#coronavirus
#covid19
#covid
#新型コロナウイルス
#prevención
#covid_19
#china
#corona
#omicron

Description:
Description
The graph represents a network of 8,427 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 Thursday, 17 March 2022 at 10:51 UTC.

The requested start date was Thursday, 17 March 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, 32-minute period from Monday, 14 March 2022 at 11:53 UTC to Wednesday, 16 March 2022 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 : 8427
Unique Edges : 3859
Edges With Duplicates : 11606
Total Edges : 15465
Number of Edge Types : 5
Tweet : 2846
Retweet : 4973
MentionsInRetweet : 5579
Replies to : 470
Mentions : 1597
Self-Loops : 2918
Reciprocated Vertex Pair Ratio : 0.00512595196250732
Reciprocated Edge Ratio : 0.0101996211569285
Connected Components : 2370
Single-Vertex Connected Components : 1152
Maximum Vertices in a Connected Component : 1852
Maximum Edges in a Connected Component : 4384
Maximum Geodesic Distance (Diameter) : 32
Average Geodesic Distance : 11.851676
Graph Density : 9.66539373022823E-05
Modularity : 0.504661
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 8,427 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 Thursday, 17 March 2022 at 10:51 UTC.

The requested start date was Thursday, 17 March 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, 32-minute period from Monday, 14 March 2022 at 11:53 UTC to Wednesday, 16 March 2022 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:
[201] https://newsdigest.jp/pages/coronavirus/
[69] https://www.nu.nl/coronavirus/6189631/viruswaarheid-voorman-willem-engel-aangehouden-wegens-opruiing-over-corona.html
[46] https://www3.nhk.or.jp/news/special/coronavirus/data-all/
[34] https://www.washingtonpost.com/health/skeptical-of-coronavirus-shots-some-patients-demand-blood-transfusions-only-from-the-unvaccinated/2021/08/20/17635a9e-003f-11ec-ba7e-2cf966e88e93_story.html
[29] https://www.nu.nl/coronavirus/6189440/kabinet-versoepelt-verder-binnenkort-geen-mondkapjes-in-ov-1g-en-thuiswerkadvies-meer.html
[24] https://scottishparliament.tv:443/
[24] https://www.reuters.com/world/china/china-reports-3602-new-confirmed-coronavirus-cases-march-14-vs-1437-day-earlier-2022-03-15/
[22] https://www3.nhk.or.jp/news/special/coronavirus/data/
[19] https://outbreaksci.prereview.org/
[17] https://ourworldindata.org/explorers/coronavirus-data-explorer?zoomToSelection=true&time=2020-03-01..latest&uniformYAxis=0&pickerSort=desc&pickerMetric=new_cases_per_million&Metric=Cases+and+deaths&Interval=7-day+rolling+average&Relative+to+Population=true&Color+by+test+positivity=false&country=~KOR

Top URLs in Tweet in G1:
[19] https://www.nu.nl/coronavirus/6189631/viruswaarheid-voorman-willem-engel-aangehouden-wegens-opruiing-over-corona.html
[8] https://www.reuters.com/world/china/china-reports-3602-new-confirmed-coronavirus-cases-march-14-vs-1437-day-earlier-2022-03-15/
[8] https://www.nu.nl/coronavirus/6189440/kabinet-versoepelt-verder-binnenkort-geen-mondkapjes-in-ov-1g-en-thuiswerkadvies-meer.html
[6] https://www.miamidade.gov/global/initiatives/coronavirus/testing-locations.page
[6] https://thekeystonespeculator.blogspot.com/2022/03/coronavirus-covid-19-chronology-article_15.html
[5] https://eldiario.com/2022/03/15/virus-permanecer-escondidos-cuerpo-causar-problemas-decadas-despues-coronavirus/
[4] https://www.nu.nl/coronavirus/6189260/aantal-coronagevallen-china-dit-jaar-al-groter-dan-in-heel-2021-door-subvariant.html
[4] https://www.spektrum.de/news/russische-grippe-ausgeloest-durch-ein-coronavirus/1998340
[4] http://www.reuters.com/
[4] http://www.nhs.uk/conditions/coronavirus-covid-19/coronavirus-vaccination/coronavirus-vaccine

Top URLs in Tweet in G2:
[10] http://www.cooperativa.cl/noticias/sociedad/salud/coronavirus/-deltacron-oms-emitio-alerta-por-nueva-variante-hibrida-de-covid-19/2022-03-15/135920.html
[4] https://www.elnuevoherald.com/noticias/coronavirus/article259409294.html
[3] http://www.cooperativa.cl/noticias/sociedad/salud/coronavirus/china-aisla-la-provincia-con-el-mayor-rebrote-desde-el-original-de-wuhan/2022-03-15/073815.html
[2] http://www.cooperativa.cl/noticias/sociedad/salud/coronavirus/-deltracron-oms-emitio-alerta-por-nueva-variante-hibrida-de-covid-19/2022-03-15/135920.html
[2] https://www.elperiodico.com/es/sociedad/20220316/covid-catalunya-ultima-hora-casos-coronavirus-7949013?utm_source=twitter&utm_medium=social&utm_campaign=cm
[2] https://www.abc.es/sociedad/abci-mas-50-millones-chinos-confinados-peor-coronavirus-desde-wuhan-202203151202_noticia.html
[1] http://www.cooperativa.cl/noticias/sociedad/salud/coronavirus/dej-vu-china-confino-la-ciudad-de-shenzhen-de-17-millones-de-habitantes-por-nueva-explosion-del-covid-19/2022-03-13/180418.html
[1] https://www.clarin.com/mundo/corea-sur-registro-record-muertes-coronavirus-solo-dia_0_DXX7S7lmCV.html
[1] https://twitter.com/drtomfrieden/status/1503789902781165576
[1] https://www.lavozdegalicia.es/noticia/sociedad/2022/03/16/galicia-vuelve-superar-2000-nuevos-contagios-dia/00031647426790106715835.htm

Top URLs in Tweet in G3:
[7] https://www.rte.ie/news/coronavirus/2022/0316/1286757-coronavirus-ireland/
[6] https://jp.reuters.com/article/health-coronavirus-southkorea-idJPKCN2LD040?taid=62316c8091bc6a00016f4fed&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[4] https://www.rte.ie/news/coronavirus/2022/0314/1286269-coronavirus-ireland/
[2] https://www.rte.ie/news/coronavirus/2022/0314/1286292-coronavirus-global/
[2] https://trib.al/156gd14
[2] https://jp.reuters.com/article/health-coronavirus-china-idJPKCN2LA02Z?taid=622dbe4c91bc6a00016eba54&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[2] https://trib.al/VmJMHRK
[2] https://trib.al/GDoWhSS
[2] https://trib.al/fTT6S9j
[2] https://www.lavanguardia.com/internacional/20220314/8122306/china-afronta-peor-brote-coronavirus-inicio-pandemia.html?utm_medium=social&utm_source=twitter&utm_content=internacional

Top URLs in Tweet in G4:
[6] https://www.spiegel.de/kultur/coronavirus-freedom-day-oder-nicht-long-covid-ist-ein-ernstes-problem-kolumne-a-a373ab47-6d27-48e1-bfb1-d0b40efd5613
[5] https://www.dw.com/en/covid-digest-germany-reports-record-high-incidence-rate/a-61141447
[4] https://soziales.hessen.de/Corona/Bulletin/Tagesaktuelle-Zahlen
[2] https://twitter.com/DrEricDing/status/1383996632732037130
[2] https://www.tagesschau.de/newsticker/liveblog-coronavirus-dienstag-283.html#Inzidenz
[2] https://twitter.com/erictopol/status/1502675479077130240?s=21
[2] https://www.fnp.de/hessen/corona-hessen-fallzahlen-rki-neuinfektionen-coronavirus-inzidenz-dienstag-15032022-news-zr-91356893.html
[1] https://www.spiegel.de/wissenschaft/medizin/coronavirus-kritik-an-karl-lauterbach-wegen-ende-der-maskenpflicht-a-ecc55294-da50-4c27-ba00-d852648de60d
[1] https://www.sciencenews.org/article/school-mask-mandate-coronavirus-transmission-covid/amp
[1] https://www.spiegel.de/kultur/coronavirus-freedom-day-oder-nicht-long-covid-ist-ein-ernstes-problem-kolumne-a-a373ab47-6d27-48e1-bfb1-d0b40efd5613?sara_ecid=soci_upd_KsBF0AFjflf0DZCxpPYDCQgO1dEMph

Top URLs in Tweet in G5:
[2] https://association-victimes-coronavirus-france.org/vaccins/voici-ce-quil-se-passe-quand-un-vaccin-arn-therapie-genique-contre-le-covid-19-est-injecte-dans-un-corps-humain/
[2] https://www.nouvelobs.com/coronavirus-de-wuhan/20220314.OBS55630/fin-du-pass-vaccinal-bas-les-masques-ce-qui-change-a-partir-de-ce-lundi.html?utm_term=Autofeed&utm_medium=Social&utm_source=Twitter#Echobox=1647234206
[1] https://twitter.com/philippemurer/status/1503885527547883527
[1] https://www.jeanmarcmorandini.com/article-492869-derniere-minute-le-ministre-des-affaires-etrangeres-jean-yves-le-drian-annonce-avoir-ete-teste-positif-au-covid-19-je-m-isole-au-quai-d-orsay-le-temps-necessaire-et-continue-de-travailler-a-distance.html
[1] https://www.jeanmarcmorandini.com/article-492974-coronavirus-le-gouvernement-a-pris-la-bonne-decision-de-lever-les-restrictions-liees-au-covid-19-en-france-malgre-un-rebond-des-contaminations-declare-le-ministre-de-la-sante-olivier-veran-video.html
[1] https://www.jeanmarcmorandini.com/article-492947-coronavirus-le-president-de-pfizer-evoque-la-necessite-d-une-quatrieme-dose-pour-tous-pfizer-travaille-sur-une-dose-de-rappel-qui-serait-annuelle-comme-le-vaccin-pour-la-grippe.html
[1] https://www.jeanmarcmorandini.com/article-492923-emmanuel-macron-interpelle-hier-par-une-soignante-en-larmes-qui-a-perdu-son-emploi-car-elle-n-est-pas-vaccinee-s-il-vous-plait-laissez-nous-reprendre-le-travail-regardez.html
[1] https://www.lepoint.fr/editos-du-point/sophie-coignard/coignard-crise-sanitaire-l-ordonnance-du-dr-blachier-au-president-macron-14-03-2022-2468001_2134.php
[1] https://www.nouvelobs.com/coronavirus-de-wuhan/20220314.OBS55630/fin-du-pass-vaccinal-bas-les-masques-ce-qui-change-a-partir-de-ce-lundi.html
[1] https://www.franceinter.fr/emissions/l-invite-de-7h50/l-invite-de-7h50-du-lundi-14-mars-2022

Top URLs in Tweet in G6:
[38] https://www.nu.nl/coronavirus/6189631/viruswaarheid-voorman-willem-engel-aangehouden-wegens-opruiing-over-corona.html
[21] https://www.nu.nl/coronavirus/6189440/kabinet-versoepelt-verder-binnenkort-geen-mondkapjes-in-ov-1g-en-thuiswerkadvies-meer.html
[4] https://www.nu.nl/coronavirus/6189226/in-eerste-weekend-maakten-500-mensen-afspraak-voor-coronaprik-met-novavax.html
[4] https://www.nu.nl/coronavirus/6189260/aantal-coronagevallen-china-dit-jaar-al-groter-dan-in-heel-2021-door-subvariant.html
[2] https://www.nu.nl/coronavirus/6189345/omt-adviseert-behoud-van-mondkapjes-in-openbaar-vervoer-en-thuiswerkadvies.html
[1] https://www.rijksoverheid.nl/onderwerpen/coronavirus-covid-19/nieuws/2022/03/15/verdere-versoepelingen-coronamaatregelen
[1] https://www.hartvannederland.nl/coronavirus/22000-aangiftes-tegen-willem-engel-viruswaarheid
[1] https://ec.europa.eu/info/live-work-travel-eu/coronavirus-response/safe-covid-19-vaccines-europeans/eu-digital-covid-certificate_nl#hoe-krijg-je-zon-certificaat
[1] https://www.ema.europa.eu/en/human-regulatory/overview/public-health-threats/coronavirus-disease-covid-19/treatments-vaccines/vaccines-covid-19/covid-19-vaccines-authorised
[1] https://www.ema.europa.eu/en/medicines/human/EPAR/comirnaty#authorisation-details-section

Top URLs in Tweet in G7:
[2] https://www.laiguana.tv/articulos/1026698-venezuela-reporte-coronavirus/
[1] https://www.laiguana.tv/articulos/1027116-balance-coronavirus-venezuela-marzo/

Top URLs in Tweet in G8:
[10] https://www.reuters.com/world/china/china-reports-3602-new-confirmed-coronavirus-cases-march-14-vs-1437-day-earlier-2022-03-15/
[1] https://www.bloomberg.com/news/articles/2022-03-15/delta-s-ceo-says-covid-crisis-is-essentially-over-for-travelers?utm_medium=social&utm_campaign=socialflow-organic&utm_source=twitter&utm_content=markets&cmpid%3D=socialflow-twitter-markets
[1] https://www.bloomberg.com/news/articles/2022-03-15/aluminum-leads-metals-lower-as-china-lockdowns-threaten-economy?utm_medium=social&utm_content=markets&utm_source=twitter&cmpid%3D=socialflow-twitter-markets&utm_campaign=socialflow-organic
[1] https://bbc.in/3tXRWE2
[1] https://bbc.in/3ML7PX3
[1] https://www.axios.com/axios-ipsos-poll-covid-masks-spirits-rise-604dcb7e-cd97-4a36-b81e-25da149bb249.html?utm_source=twitter&utm_medium=social&utm_campaign=editorial&utm_content=health-axiosipsos
[1] https://abcn.ws/3MVKm5E
[1] https://abcn.ws/3N0JBrY

Top URLs in Tweet in G9:
[6] https://www.washingtonpost.com/politics/2022/03/14/us-capitol-complex-takes-steps-toward-phased-reopening-after-coronavirus-shutdown/

Top URLs in Tweet in G10:
[1] https://www.cdc.gov/coronavirus/2019-ncov/science/science-briefs/masking-science-sars-cov2.html
[1] https://twitter.com/nicoleateran/status/1503490821143859208
[1] https://www.worldometers.info/coronavirus/country/new-zealand/
[1] https://coronavirus.jhu.edu/testing/individual-states/ohio
[1] https://www.theguardian.com/commentisfree/2022/mar/09/covid-coronavirus-brain-study-eric-topol

Top Domains
Top Domains in Tweet in Entire Graph:
[201] newsdigest.jp
[152] twitter.com
[124] nu.nl
[104] or.jp
[101] washingtonpost.com
[85] blogspot.com
[83] com.br
[79] reuters.com
[70] gov.uk
[53] ourworldindata.org

Top Domains in Tweet in G1:
[51] twitter.com
[36] nu.nl
[28] nhs.uk
[26] com.ar
[26] com.br
[26] reuters.com
[24] washingtonpost.com
[24] gov.uk
[22] co.uk
[19] blogspot.com

Top Domains in Tweet in G2:
[16] cooperativa.cl
[4] elnuevoherald.com
[2] elperiodico.com
[2] abc.es
[2] meganoticias.cl
[1] clarin.com
[1] twitter.com
[1] lavozdegalicia.es

Top Domains in Tweet in G3:
[22] co.jp
[15] rte.ie
[13] trib.al
[9] reuters.com
[9] twitter.com
[5] nytimes.com
[5] nyti.ms
[2] wapo.st
[2] washingtonpost.com
[2] mynbc15.com

Top Domains in Tweet in G4:
[9] spiegel.de
[7] twitter.com
[5] dw.com
[4] hessen.de
[3] juris.de
[2] tagesschau.de
[2] fnp.de
[1] sciencenews.org
[1] welt.de
[1] berliner-zeitung.de

Top Domains in Tweet in G5:
[5] nouvelobs.com
[4] jeanmarcmorandini.com
[2] association-victimes-coronavirus-france.org
[1] twitter.com
[1] lepoint.fr
[1] franceinter.fr

Top Domains in Tweet in G6:
[69] nu.nl
[4] europa.eu
[1] rijksoverheid.nl
[1] hartvannederland.nl
[1] npostart.nl
[1] twitter.com

Top Domains in Tweet in G7:
[3] laiguana.tv

Top Domains in Tweet in G8:
[10] reuters.com
[2] bloomberg.com
[2] bbc.in
[2] abcn.ws
[1] axios.com

Top Domains in Tweet in G9:
[6] washingtonpost.com

Top Domains in Tweet in G10:
[1] cdc.gov
[1] twitter.com
[1] worldometers.info
[1] jhu.edu
[1] theguardian.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1236] coronavirus
[893] covid19
[220] covid
[195] 新型コロナウイルス
[144] prevención
[138] covid_19
[91] china
[89] corona
[76] omicron
[75] covidー19



Top Hashtags in Tweet in G1:
[330] coronavirus
[161] covid19
[57] covid
[34] corona
[33] covid_19
[28] china
[22] news
[16] covidisnotover
[15] omicron
[11] pandemia

Top Hashtags in Tweet in G2:
[15] cooperativacontigo
[5] omicron
[5] coronavirus
[5] pandemia

Top Hashtags in Tweet in G3:
[12] coronavirus
[8] covid19
[4] omicron
[4] hongkong
[3] 新型コロナ
[2] covidisnotover
[2] vaccine
[2] abudhabi
[2] コロナウイルス
[2] sarscov2

Top Hashtags in Tweet in G4:
[46] longcovid
[25] coronavirus
[8] saarland
[7] bildungsausfall
[5] hessen
[4] covid19
[3] lauterbach
[3] sarscov2
[3] covid19de
[2] usa

Top Hashtags in Tweet in G5:
[12] covid
[5] coronavirus
[3] covid19
[2] emmanuelmacron
[2] masque
[1] jeanyvesledrian
[1] emploi
[1] vaccin
[1] vaccination
[1] blachier

Top Hashtags in Tweet in G6:
[4] ov
[4] coronavirus
[3] persmoment
[3] mondkapjes
[3] vergeetonsnieternst
[2] willemengel
[2] persconferentie
[1] freewillemengel
[1] eng
[1] enger

Top Hashtags in Tweet in G7:
[137] prevención
[22] 3/16/2022 12:00:00 AM
[14] ahora
[8] cisp
[8] nuevaesparta
[7] lealesalarevolución
[7] freealexsaab
[6] 3/15/2022 12:00:00 AM
[6] gnbgaes13falcon
[5] diplomaciabolivariana

Top Hashtags in Tweet in G9:
[40] coronavirus

Top Hashtags in Tweet in G10:
[7] covid
[4] china
[4] shenzhen
[1] coronavirus

Top Words
Top Words in Tweet in Entire Graph:
[3667] coronavirus
[1826] covid
[1236] #coronavirus
[1098] 19
[1033] china
[893] #covid19
[641] क
[558] न
[544] cases
[435] casos

Top Words in Tweet in G1:
[595] coronavirus
[333] covid
[330] #coronavirus
[225] 19
[161] #covid19
[109] क
[81] casos
[81] china
[80] cases
[65] र

Top Words in Tweet in G2:
[427] coronavirus
[298] alertanews24
[235] urgente
[228] nuevos
[164] covid
[150] 19
[131] registra
[131] últimas
[131] 24
[131] horas

Top Words in Tweet in G3:
[68] coronavirus
[53] nytimes
[40] covid
[36] country
[33] government
[29] china
[29] australia
[29] lift
[29] cruise
[29] ships

Top Words in Tweet in G4:
[77] leider
[67] marga_owski
[50] die
[48] karl_lauterbach
[46] #longcovid
[39] man
[38] spiegel
[38] autorin
[38] erkrankt
[38] besser

Top Words in Tweet in G5:
[84] coronavirus
[82] président
[82] aux
[79] continue
[78] 2022
[78] expliquer
[78] soignants
[78] qu
[78] faut
[78] vacciner

Top Words in Tweet in G6:
[62] nunl
[40] corona
[39] over
[38] aangehouden
[37] opruiing
[36] viruswaarheid
[36] voorman
[36] wegens
[34] willem
[34] engel

Top Words in Tweet in G7:
[198] coronavirus
[137] #prevención
[137] variante
[137] ómicron
[100] países
[99] vtvcanal8
[98] causante
[98] covid
[98] 19
[98] detectado

Top Words in Tweet in G8:
[118] china
[90] covid
[51] 19
[50] cases
[49] reuters
[45] coronavirus
[45] infections
[43] posted
[43] steep
[43] jump

Top Words in Tweet in G9:
[121] b52malmet
[79] 37
[79] million
[79] people
[78] currently
[78] locked
[78] down
[78] china
[78] country
[78] battles

Top Words in Tweet in G10:
[93] coronavirus
[92] cases
[83] bnodesk
[50] accounts
[49] cdc
[49] estimates
[49] ba
[49] 23
[49] daily
[49] 14

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1031] covid,19
[238] urgente,coronavirus
[232] alertanews24,urgente
[201] ल,म
[193] 400,741
[193] 詳細は下記urlより,#新型コロナウイルス
[190] coronavirus,outbreak
[177] coronavirus,cases
[173] 24,horas
[171] últimas,24

Top Word Pairs in Tweet in G1:
[206] covid,19
[39] #coronavirus,#covid19
[28] #covid19,#coronavirus
[24] क,र
[22] coronavirus,cases
[20] coronavirus,pandemic
[20] últimas,24
[20] 24,horas
[19] र,न
[19] two,years

Top Word Pairs in Tweet in G2:
[235] urgente,coronavirus
[230] alertanews24,urgente
[150] covid,19
[131] últimas,24
[131] 24,horas
[127] nuevos,contagios
[126] coronavirus,corea
[126] corea,registra
[126] registra,récord
[126] récord,400

Top Word Pairs in Tweet in G3:
[29] cruise,ships
[27] australia,lift
[27] ban,cruise
[26] lift,ban
[26] ships,country
[26] country,ports
[26] ports,next
[26] next,month
[26] month,government
[26] government,citing

Top Word Pairs in Tweet in G4:
[38] spiegel,autorin
[38] autorin,marga_owski
[38] marga_owski,leider
[38] leider,#longcovid
[38] #longcovid,erkrankt
[38] erkrankt,besser
[38] besser,man
[38] man,leider
[38] leider,beschreiben
[37] karl_lauterbach,spiegel

Top Word Pairs in Tweet in G5:
[78] 2022,président
[78] président,continue
[78] continue,expliquer
[78] expliquer,aux
[78] aux,soignants
[78] soignants,qu
[78] qu,faut
[78] faut,vacciner
[78] vacciner,éviter
[78] éviter,transmettre

Top Word Pairs in Tweet in G6:
[36] viruswaarheid,voorman
[36] aangehouden,wegens
[36] wegens,opruiing
[36] opruiing,over
[36] over,corona
[34] voorman,willem
[34] willem,engel
[34] engel,aangehouden
[23] kabinet,versoepelt
[23] versoepelt,verder

Top Word Pairs in Tweet in G7:
[99] vtvcanal8,#prevención
[98] #prevención,variante
[98] variante,ómicron
[98] ómicron,coronavirus
[98] coronavirus,causante
[98] causante,covid
[98] covid,19
[98] 19,detectado
[98] detectado,110
[98] 110,países

Top Word Pairs in Tweet in G8:
[51] covid,19
[48] reuters,china
[43] china,posted
[43] posted,steep
[43] steep,jump
[43] jump,daily
[43] daily,covid
[43] 19,infections
[43] infections,cases
[43] cases,more

Top Word Pairs in Tweet in G9:
[79] 37,million
[79] million,people
[78] people,currently
[78] currently,locked
[78] locked,down
[78] down,china
[78] china,country
[78] country,battles
[78] battles,worst
[78] worst,coronavirus

Top Word Pairs in Tweet in G10:
[87] coronavirus,cases
[49] cdc,estimates
[49] estimates,ba
[49] ba,accounts
[49] accounts,23
[49] 23,daily
[49] daily,coronavirus
[49] cases,14
[49] 14,last
[49] last,week

Top Replied-To
Top Replied-To in Entire Graph:
@miguelnicolelis
@europe1
@franceinfo
@sunnyfernandes
@tbl47
@firstcausenyc
@toryboypierce
@janoschdahmen
@happylife26892
@jordanbpeterson

Top Replied-To in G2:
@cooperativa
@matzkin107

Top Replied-To in G3:
@gop
@nytimes
@ottawacitizen

Top Replied-To in G4:
@bmg_bund
@karl_lauterbach
@reghessen
@joymeckes

Top Replied-To in G5:
@loladewaereoff

Top Replied-To in G6:
@ndikkeboom
@vanranstmarc
@jackvandenburg
@johnvandoorn73
@drdavidnl
@ministervws
@vasegreenvolvo

Top Replied-To in G10:
@gabrob87
@amockingbirdp
@mattyglesias
@terez76

Top Mentioned
Top Mentioned in Entire Graph:
@alertanews24
@newsdigestweb
@b52malmet
@imperialcollege
@vtvcanal8
@deepikasrajawat
@satlokchannel
@bnodesk
@descifraguerra
@maxdelvallee

Top Mentioned in G1:
@vaccineflstate
@medhajnewsapp
@guredot_dotb
@eiberri_eus
@alpepinnazzo
@ormurcia
@itapiranews
@silooch
@indianews_itv
@alpha_omega_pax

Top Mentioned in G2:
@alertanews24
@cooperativa
@alerta_news_
@natho47
@meganoticiascl
@elnuevoherald
@elperiodico
@gino_j_simpson
@rosinisd

Top Mentioned in G3:
@nytimes
@washingtonpost
@rtenews
@wsjp_insight
@reutersjapan
@lavanguardia
@fergalbowers
@abcnews
@afp
@cnn

Top Mentioned in G4:
@marga_owski
@karl_lauterbach
@watch_union
@timofrasch
@derspiegel
@thomasmuellerat
@reghessen
@dwnews
@robert83563198
@sozialhessen

Top Mentioned in G5:
@maxdelvallee
@morandiniblog
@michelcucchi
@lobs
@assocovid
@elodie_lepage
@loladewaereoff
@fabricetassel
@pierrer0ndeau
@reuters

Top Mentioned in G6:
@nunl
@ministervws
@dancalegria
@minvws
@nos
@anatwitje
@bandlies
@npopolitiek
@dcsz14
@toon_de_laaf

Top Mentioned in G7:
@vtvcanal8
@nicolasmaduro
@jorgecc26fx
@luchaalmada
@conquistadorhjr
@gnbgaes13falcon
@cispesparta
@chavista0101
@vicevenezuela
@caprojasortega

Top Mentioned in G8:
@reuters
@markets
@bbcmundo
@abc
@axios
@michaelart123
@jessiepang0125
@siutyrone
@b52malmet
@reuterschina

Top Mentioned in G9:
@b52malmet

Top Mentioned in G10:
@bnodesk
@erictopol
@peterdaou
@long_covid
@statistacharts
@ourworldi
@ourworldindata
@pham56
@richardgrenell
@bluedgal

Top Tweeters
Top Tweeters in Entire Graph:
@elnacionalweb
@la_patilla
@infoitinterno
@jornalistavitor
@mrdjones
@contrapuntovzla
@rashidaldosari
@sunoticiero
@paoloigna1
@berkleybearnews

Top Tweeters in G1:
@infoitinterno
@mrdjones
@contrapuntovzla
@sunoticiero
@berkleybearnews
@afropages
@zyitegadgets
@medicinehelp
@andyvermaut
@peruenlanoticia

Top Tweeters in G2:
@cooperativa
@meganoticiascl
@elperiodico
@laabundancia171
@asuntina13
@diyaelisa
@carola_66
@joseramonrussia
@01stefy_t
@elnuevoherald

Top Tweeters in G3:
@rashidaldosari
@inquirerdotnet
@reneevoicebrand
@_silversmith
@narutoj3
@irishtimes
@lavanguardia
@nytimes
@gokuraku4649
@mailonline

Top Tweeters in G4:
@ljohn44
@dwnews
@derspiegel
@grisu1805
@munsinglaw
@i_am_fabs
@watchingyou81
@runkenstein
@sayaki_kiramoto
@manou77633472

Top Tweeters in G5:
@the_best_man_57
@delalande72
@menuet_morgan
@break08stephane
@lobs
@morandiniblog
@gateta30
@tns15
@drsprat
@garbo68

Top Tweeters in G6:
@nos
@andre3verzaal
@speurlicht
@mauricewaalboer
@bertus161057
@nunl
@olifant
@reneverkroost
@toon_de_laaf
@pettet50

Top Tweeters in G7:
@la_iguanatv
@vtvcanal8
@nanunsc2
@mafwe
@vicevenezuela
@casanay1910
@jorgecc26fx
@mariyu64
@nicolasmaduro
@leonor09551189

Top Tweeters in G8:
@reuters
@viriyabot
@maryalicebisho2
@maryfloor
@abramson1234
@jr2d26212
@oasisjo1009
@raisinaseries
@bbcmundo
@abc

Top Tweeters in G9:
@pollsstar
@manchuriandevil
@kcolaizzo
@ncfarmer321
@passarelliallan
@longfellowjean
@b52malmet
@zeena4kids
@ubervaper
@jebocanegra1

Top Tweeters in G10:
@roripierpont1
@squirrel1110
@njdoc
@godandthebear
@march4progress
@demfromct
@limecello
@cammac491
@jillsey11
@im_x1


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