Coronavirus, Twitter, 10/25/2021 12:21:04 AM, 264660


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Coronavirus_2021-10-24_01-50-42.xlsx
Coronavirus_2021-10-24_01-50-42.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
October 25, 2021
Short Description:
Coronavirus via NodeXL https://bit.ly/3Ed2CSF
@ap
@wsjp_insight
@maxblumenthal
@liberum_mortis
@josephjflynn1
@sharonkness1
@borisjohnson
@geoffrey650505
@andre3verzaal
@uk_domain_names

Top hashtags:
#coronavirus
#covid19
#covid_19
#covid
#breaking
#corona
#covidー19

Description:
Description
The graph represents a network of 9,156 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 Sunday, 24 October 2021 at 09:11 UTC.

The requested start date was Sunday, 24 October 2021 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, 11-minute period from Thursday, 21 October 2021 at 12:14 UTC to Saturday, 23 October 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 : 9156
Unique Edges : 4348
Edges With Duplicates : 11707
Total Edges : 16055
Number of Edge Types : 5
Retweet : 5169
MentionsInRetweet : 5708
Tweet : 2928
Replies to : 466
Mentions : 1784
Self-Loops : 2986
Reciprocated Vertex Pair Ratio : 0.00522088353413655
Reciprocated Edge Ratio : 0.0103875349580503
Connected Components : 2442
Single-Vertex Connected Components : 1059
Maximum Vertices in a Connected Component : 2445
Maximum Edges in a Connected Component : 5583
Maximum Geodesic Distance (Diameter) : 22
Average Geodesic Distance : 9.630793
Graph Density : 8.95814260446812E-05
Modularity : 0.528907
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 9,156 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 Sunday, 24 October 2021 at 09:11 UTC.

The requested start date was Sunday, 24 October 2021 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, 11-minute period from Thursday, 21 October 2021 at 12:14 UTC to Saturday, 23 October 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:
[149] https://www3.nhk.or.jp/news/special/coronavirus/
[123] https://trib.al/lf4qVvN
[85] https://justthenews.com/politics-policy/coronavirus/biden-vaccine-mandate-isnt-effect-isnt-enforceable-republican-ags-argue
[84] https://jp.reuters.com/article/health-coronavirus-russia-variant-idJPKBN2HB0R5
[37] https://jp.reuters.com/article/health-coronavirus-russia-variant-idJPKBN2HB0R5?taid=61714f4335a2610001aec0b4&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[35] https://www.theguardian.com/world/2021/oct/19/bolsonaro-coronavirus-brazil-murder-charges-senate-report
[30] https://www.reuters.com/world/europe/ukrainian-shuts-schools-coronavirus-death-toll-hits-new-record-2021-10-22/?taid=6172a6987778c400018f2341&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[22] https://newsdigest.jp/pages/coronavirus/
[21] https://www3.nhk.or.jp/news/special/coronavirus/data/
[18] https://www.nhs.uk/conditions/coronavirus-covid-19/coronavirus-vaccination/book-coronavirus-vaccination/book-or-manage-a-1st-or-2nd-dose-of-the-coronavirus-covid-19-vaccination/

Top URLs in Tweet in G1:
[35] https://jp.reuters.com/article/health-coronavirus-russia-variant-idJPKBN2HB0R5
[4] https://g1.globo.com/saude/coronavirus/noticia/2021/10/21/ela-ignorou-o-medico-mentiu-para-a-familia-e-morreu-sem-acreditar-que-estava-com-covid-so-via-fake-news-diz-filha.ghtml
[4] https://apnews.com/article/coronavirus-pandemic-canada-health-public-health-idaho-0d2015c826bb01a2cd04b31254c870c5
[4] https://www3.nhk.or.jp/news/special/coronavirus/data/
[4] https://www.redaccionmedica.com/directo/coronavirus-ultimas-noticias/20211022
[4] https://fij.info/coronavirus-feature/overseas#tempo0211
[3] https://www.fda.gov/news-events/press-announcements/coronavirus-covid-19-update-fda-takes-additional-actions-use-booster-dose-covid-19-vaccines
[3] https://justthenews.com/politics-policy/coronavirus/nih-confirms-it-funded-gain-function-virus-research-wuhan-calls-it
[3] 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/
[3] https://www.agerpres.ro/coronavirus

Top URLs in Tweet in G2:
[29] https://www.reuters.com/world/europe/ukrainian-shuts-schools-coronavirus-death-toll-hits-new-record-2021-10-22/?taid=6172a6987778c400018f2341&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[6] https://www.lci.fr/sante/en-direct-covid-19-pandemie-coronavirus-petite-poussee-des-contaminations-pres-de-5-000-cas-par-jour-2196156.html?utm_medium=Social&utm_source=Twitter&Echobox=1634903553#xtor=CS5-113
[4] https://www.latimes.com/california/story/2021-10-21/coronavirus-closes-first-campus-in-la-county
[4] http://www.dawn.com/live-blog/
[3] https://www.irishtimes.com/news/health/coronavirus-2-427-further-cases-confirmed-as-93-patients-in-icu-1.4709109?utm_source=dlvr.it&utm_medium=twitter
[3] https://www.irishtimes.com/news/health/coronavirus-2-427-further-cases-confirmed-as-93-patients-in-icu-1.4709109
[3] https://www.king5.com/article/news/health/coronavirus/vaccine/pfizer-booster-shot-vaccine-efficacy-95-percent/507-95bdef4b-8791-4583-a51d-a0952734ecb6
[3] http://trib.al/3iFES01
[3] https://apnews.com/article/coronavirus-pandemic-science-health-coronavirus-vaccine-db65b3a55e3c13a49f85465523f59a5a
[3] https://apnews.com/article/coronavirus-pandemic-joe-biden-health-united-states-ap-fact-check-2a73633b511e46d3679259eba4328691

Top URLs in Tweet in G3:
[123] https://trib.al/lf4qVvN
[37] https://jp.reuters.com/article/health-coronavirus-russia-variant-idJPKBN2HB0R5?taid=61714f4335a2610001aec0b4&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[22] https://newsdigest.jp/pages/coronavirus/
[11] https://jp.reuters.com/article/health-coronavirus-pfizer-children-idJPKBN2HC1NR?taid=6172ebc17778c400018f30cd&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[6] https://www3.nhk.or.jp/news/special/coronavirus/data/
[5] https://jp.reuters.com/article/health-coronavirus-britain-cases-idJPKBN2H827F?taid=616e406e35a2610001ae13e8&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[5] https://jp.reuters.com/article/health-coronavirus-russia-variant-idJPKBN2HB0R5
[4] https://trib.al/5adRREM
[3] https://jp.reuters.com/article/health-coronavirus-newzealand-21-idJPKBN2HB0EM?taid=617137d00fbc4500016bc2ea&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[3] https://jp.reuters.com/article/health-coronavirus-russia-variant-idJPKBN2HB0R5?taid=6171b1af35a2610001aed952&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter

Top URLs in Tweet in G4:
[32] https://www.theguardian.com/world/2021/oct/19/bolsonaro-coronavirus-brazil-murder-charges-senate-report
[2] https://evolvepolitics.com/heres-a-list-of-every-mp-who-just-voted-to-allow-water-companies-to-continue-dumping-raw-sewage-in-our-rivers/
[2] https://www.gov.uk/government/speeches/pm-speech-in-greenwich-3-february-2020
[1] https://www.dailymail.co.uk/news/article-8811351/Tory-minister-Gillian-Keegan-dismisses-huge-coronavirus-health-data-bugle-teething-trouble.html
[1] https://twitter.com/K81204198/status/1451632342720815110

Top URLs in Tweet in G5:
[3] https://apnews.com/article/coronavirus-pandemic-health-prisons-connecticut-ned-lamont-12825921c573bd8435579eca63862a9f
[2] https://www.rollcall.com/2021/10/22/nih-grantee-in-wuhan-faces-questions-deadline-for-more-information-on-research/
[1] https://theintercept.com/2021/10/01/nih-bat-coronavirus-grant-ecohealth-alliance/
[1] https://dailycaller.com/2021/10/21/nih-denies-funding-gain-of-function-wuhan-anthony-fauci/
[1] https://www.technologyreview.com/2021/07/26/1030043/gain-of-function-research-coronavirus-ralph-baric-vaccines/
[1] https://threadreaderapp.com/thread/1451701237775282182.html
[1] https://twitter.com/1foreverseeking/status/1245156049130323971?s=20
[1] https://justthenews.com/politics-policy/coronavirus/biden-vaccine-mandate-isnt-effect-isnt-enforceable-republican-ags-argue

Top URLs in Tweet in G6:
[83] https://justthenews.com/politics-policy/coronavirus/biden-vaccine-mandate-isnt-effect-isnt-enforceable-republican-ags-argue
[4] https://justthenews.com/politics-policy/coronavirus/nih-confirms-it-funded-gain-function-virus-research-wuhan-calls-it?utm_medium=social_media&utm_source=twitter_social_icon&utm_campaign=social_icons
[3] https://justthenews.com/politics-policy/coronavirus/arizona-ag-files-amended-lawsuit-attempting-block-federal-vaccine
[2] https://justthenews.com/politics-policy/coronavirus/nih-confirms-it-funded-gain-function-virus-research-wuhan-calls-it
[1] https://www.thegatewaypundit.com/2021/06/peter-daszak-behind-research-development-china-coronavirus-covid-19-quietly-removed-un-investigation-covid-19-origins/
[1] https://www.sfgate.com/coronavirus/article/UCSF-Gandhi-COVID-vaccine-booster-mix-match-16552058.php?utm_campaign=CMS%20Sharing%20Tools%20(Premium)&utm_source=t.co&utm_medium=referral
[1] https://justthenews.com/politics-policy/coronavirus/biden-vaccine-mandate-isnt-effect-isnt-enforceable-republican-ags-argue?utm_medium=social_media&utm_source=twitter_social_icon&utm_campaign=social_icons

Top URLs in Tweet in G7:
[146] https://www3.nhk.or.jp/news/special/coronavirus/
[1] https://jp.reuters.com/article/health-coronavirus-chile-idJPKBN2GO056

Top URLs in Tweet in G8:
[3] https://cablenoticias.tv/rumania-ya-es-el-pais-con-mayor-tasa-de-mortalidad-por-covid-de-la-ue/
[3] https://www.scmp.com/week-asia/health-environment/article/3153060/coronavirus-singapore-extends-two-person-limit-dining?utm_content=buffereb660&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] http://dlvr.it/SB8RNy
[2] https://www.bloomberg.com/
[2] https://theinsightpartners.com/
[2] https://thegazapost.com/en/post/131932
[2] https://opendatasicilia.github.io/OpenDataSicilia-per-il-Coronavirus/vaccini/report_03/
[1] https://latinus.us/2021/10/22/estudio-covid-19-virus-enfermedad-estacional-transmision-bajas-temperaturas/
[1] https://latinus.us/2021/10/21/vacuna-pfizer-contra-covid-altamente-efectiva-adolescentes-estudio-variante-delta/
[1] https://latinus.us/2021/10/21/dejarlo-a-expertos-envie-los-suyos-responde-oms-amlo-vacunas-sputnik-cansino/

Top URLs in Tweet in G9:
[6] https://www.nu.nl/algemeen/6163855/coronacijfers-rusland-en-duitsland-stijgen-snel-avondklok-terug-in-roemenie.html
[5] https://english.mojahedin.org/i/iran-coronavirus-news-461500-deaths-20211021
[5] https://www.nu.nl/coronavirus/6163814/huisarts-in-staphorst-vaccineert-patienten-stiekem-thuis-vanwege-taboe.html
[5] https://www.nu.nl/algemeen/6163814/huisarts-in-staphorst-vaccineert-patienten-stiekem-thuis-vanwege-taboe.html
[4] https://www.telegraaf.nl/watuzegt/1410261687/zondebokverschuiving-wie-niet-prikt-is-een-dader-een-paria
[4] https://www.nejm.org/doi/10.1056/NEJMc2109975?cookieSet=1
[4] https://www.corriere.it/salute/malattie_infettive/21_ottobre_22/coronavirus-terza-dose-pfizer-offre-protezione-quasi-totale-8b0e722e-3318-11ec-a09a-b9f5a5e6bd67.shtml?cmpid=tbd_1b9e6154sm
[3] https://ncr-iran.org/en/ncri-statements/iran-coronavirus-fatalities-surpass-462200/
[3] https://www.ncr-iran.org/fr/communiques-cnri/droits-humains/iran-plus-de-461-500-deces-dus-au-coronavirus/
[2] https://www.nu.nl/algemeen/6163389/nederland-en-andere-welvarende-landen-breken-volgens-oxfam-vaccinbeloftes.html

Top URLs in Tweet in G10:
[8] https://www.ndtv.com/world-news/china-coronavirus-cases-china-covid-cases-beijing-ramps-up-mass-testing-after-4-new-covid-cases-found-2584322
[3] https://english.jagran.com/india/breaking-news-latest-updates-october-22-live-top-news-india-sports-business-kerala-rains-pm-modi-bollywood-drugs-case-coronavirus-10033936
[2] https://www.ndtv.com/world-news/apple-inc-apple-inc-vaccination-coronavirus-vaccination-apple-will-force-unvaccinated-employees-to-get-tested-daily-2582628
[2] https://www.ndtv.com/india-news/coronavirus-vaccine-congratulations-us-embassy-to-india-on-1-billion-jabs-milestone-2583194
[2] https://www.ndtv.com/india-news/coronavirus-15-823-fresh-coronavirus-cases-in-india-in-last-24-hours-10-5-higher-than-yesterday-2573693
[2] https://timesofindia.indiatimes.com/india/coronavirus-live-updates-october-20/liveblog/87145032.cms
[1] https://www.ndtv.com/india-news/coronavirus-vaccination-india-prime-minister-narendra-modi-thanks-world-leaders-for-wishes-on-indias-1-billion-vaccine-feat-2584387
[1] https://secure.avaaz.org/campaign/en/global_ceasefire_onb/?wsaBGsb
[1] https://www.jagran.com/editorial/apnibaat-india-an-example-of-strong-will-made-covid-19-vaccination-successful-through-partnership-22138107.html
[1] https://www.jagran.com/news/national-expert-views-on-big-new-covid-wave-in-india-and-mutation-in-coronavirus-jagran-special-22142127.html?itm_source=website&itm_medium=homepage&itm_campaign=p1_component

Top Domains
Top Domains in Tweet in Entire Graph:
[212] reuters.com
[203] or.jp
[180] trib.al
[142] twitter.com
[106] justthenews.com
[78] co.uk
[75] nhs.uk
[71] apnews.com
[66] gov.uk
[64] theguardian.com

Top Domains in Tweet in G1:
[49] reuters.com
[40] twitter.com
[25] com.ar
[22] com.br
[22] apnews.com
[21] co.uk
[17] nhs.uk
[13] globo.com
[12] theguardian.com
[11] gov.uk

Top Domains in Tweet in G2:
[29] reuters.com
[19] apnews.com
[18] trib.al
[8] irishtimes.com
[6] latimes.com
[6] lci.fr
[4] king5.com
[4] dawn.com
[3] wfaa.com
[3] dw.com

Top Domains in Tweet in G3:
[136] trib.al
[69] reuters.com
[22] newsdigest.jp
[6] or.jp

Top Domains in Tweet in G4:
[32] theguardian.com
[2] evolvepolitics.com
[2] gov.uk
[1] co.uk
[1] twitter.com

Top Domains in Tweet in G5:
[3] apnews.com
[2] rollcall.com
[1] theintercept.com
[1] dailycaller.com
[1] technologyreview.com
[1] threadreaderapp.com
[1] twitter.com
[1] justthenews.com

Top Domains in Tweet in G6:
[93] justthenews.com
[1] thegatewaypundit.com
[1] sfgate.com

Top Domains in Tweet in G7:
[146] or.jp
[1] reuters.com

Top Domains in Tweet in G8:
[5] latinus.us
[5] twitter.com
[4] dlvr.it
[3] cablenoticias.tv
[3] scmp.com
[2] bloomberg.com
[2] theinsightpartners.com
[2] globenewswire.com
[2] thegazapost.com
[2] github.io

Top Domains in Tweet in G9:
[23] nu.nl
[8] ncr-iran.org
[6] mojahedin.org
[5] telegraaf.nl
[5] corriere.it
[4] nejm.org
[3] twitter.com
[2] nih.gov
[2] larepublica.pe
[1] worldometers.info

Top Domains in Tweet in G10:
[15] ndtv.com
[5] jagran.com
[5] indiatimes.com
[3] emsindia.com
[2] newsdanka.com
[1] avaaz.org
[1] toi.in
[1] indiatv.in

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1113] coronavirus
[699] covid19
[246] covid_19
[109] covid
[102] breaking
[79] corona
[60] covidー19
[59] 44492
[58] prevención
[56] escuadrónsaludable



Top Hashtags in Tweet in G1:
[248] coronavirus
[117] covid19
[49] covid
[38] covid_19
[29] corona
[17] coronavirusesp
[10] smartnews
[9] covidvaccine
[9] vaccine
[8] vaccination

Top Hashtags in Tweet in G2:
[25] covid19
[14] coronavirus
[7] sarscov2
[6] india
[5] traders
[5] bjp
[4] covid
[4] melbourne
[3] vaccine
[2] explained

Top Hashtags in Tweet in G3:
[22] 新型コロナウイルス
[21] covid19
[5] 日経_チャートで見る日本の接種状況
[2] newsdigest

Top Hashtags in Tweet in G4:
[3] coronavirus
[2] rawsewage
[2] herdimmunity
[1] levellingup
[1] austerity
[1] gpcrisis
[1] conservative
[1] nhs
[1] covid_19
[1] scottishindependence6

Top Hashtags in Tweet in G8:
[151] coronavirus
[150] covid19
[53] kitajagakita
[46] menangbersama
[43] covid_19
[42] dataanalysis
[42] datascience
[42] dataanalytics
[42] datavisualizations
[39] klceria

Top Hashtags in Tweet in G9:
[33] coronavirus
[31] iran
[15] vaccinatieplicht
[13] coronapas
[7] iranian
[6] covid_19
[6] covid19
[4] vaccinatiedwang
[4] rivm
[2] pfizerbiontech

Top Hashtags in Tweet in G10:
[50] coronavirus
[32] covid19
[32] india
[31] newsdankahindi
[19] vaccinecentury
[4] covid19uk
[4] 100crorevaccination
[4] narendramodi
[3] covid
[3] bjpnoidait

Top Words
Top Words in Tweet in Entire Graph:
[3311] coronavirus
[1617] covid
[1112] #coronavirus
[1020] 19
[838] vaccine
[699] #covid19
[562] cases
[520] क
[469] more
[432] pfizer

Top Words in Tweet in G1:
[526] coronavirus
[270] covid
[248] #coronavirus
[196] 19
[117] #covid19
[97] vaccine
[77] casos
[66] more
[55] cases
[54] क

Top Words in Tweet in G2:
[253] covid
[206] ap
[205] 19
[194] vaccine
[166] coronavirus
[163] infections
[163] pfizer
[130] doses
[125] effective
[124] kid

Top Words in Tweet in G3:
[222] ロシアで新たなコロナ変異株
[222] デルタより感染力強い可能性
[189] ria
[181] reutersjapan
[32] 10
[29] またかよ
[29] もう終わりにしてくれよ
[29] 連載終了を無理矢理引き延ばすバトル漫画みたいな展開やめて
[29] article
[29] reuters

Top Words in Tweet in G4:
[186] coronavirus
[184] uk_domain_names
[177] minister
[175] japan
[174] prime
[174] resigned
[174] early
[174] october
[174] over
[174] criticism

Top Words in Tweet in G5:
[165] coronavirus
[135] r_h_ebright
[124] 000
[123] times
[120] wuhan
[118] institute
[117] virology
[117] manipulated
[115] 10
[115] viral

Top Words in Tweet in G6:
[166] isn
[146] jsolomonreports
[121] news
[88] vaccine
[87] mandate
[84] biden
[84] effect
[84] enforceable
[84] republican
[84] ags

Top Words in Tweet in G7:
[146] こんなにも多くのゼロの県
[146] 1名の県
[146] この勢いで真っ白になってくれー
[145] tak53381102
[3] wildwilly888
[3] aoi_oxo
[3] 言われるほどシノバックのワクチン効果低くなさそうな感じらしいです
[3] 2021年9月28日
[3] チリがコロナ非常事態宣言終了へ
[3] ワクチン接種進展で感染大幅減

Top Words in Tweet in G8:
[151] #coronavirus
[150] #covid19
[141] covid
[108] data
[80] 19
[75] 2021
[73] 10
[55] cases
[54] county
[54] insights

Top Words in Tweet in G9:
[33] #coronavirus
[29] #iran
[28] the_stinging
[22] 547
[22] cities
[21] nunl
[20] died
[18] people
[17] maar
[17] niet

Top Words in Tweet in G10:
[188] क
[119] न
[68] ಕ
[65] ज
[64] म
[64] र
[64] ड
[54] 100
[50] #coronavirus
[47] ल

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[899] covid,19
[297] ロシアで新たなコロナ変異株,デルタより感染力強い可能性
[248] coronavirus,cases
[240] デルタより感染力強い可能性,ria
[236] 19,vaccine
[200] coronavirus,vaccine
[191] prime,minister
[191] #covid19,#coronavirus
[185] coronavirus,crisis
[184] handling,coronavirus

Top Word Pairs in Tweet in G1:
[175] covid,19
[33] 19,vaccine
[29] ロシアで新たなコロナ変異株,デルタより感染力強い可能性
[27] #coronavirus,#covid19
[26] デルタより感染力強い可能性,ria
[25] #covid19,#coronavirus
[23] contra,coronavirus
[19] pfizer,covid
[18] incidencia,coronavirus
[17] casos,coronavirus

Top Word Pairs in Tweet in G2:
[204] covid,19
[127] 19,vaccine
[124] kid,size
[124] size,doses
[124] safe,nearly
[124] nearly,91
[124] 91,effective
[124] effective,preventing
[124] preventing,infections
[124] infections,elementary

Top Word Pairs in Tweet in G3:
[222] ロシアで新たなコロナ変異株,デルタより感染力強い可能性
[189] デルタより感染力強い可能性,ria
[160] reutersjapan,ロシアで新たなコロナ変異株
[29] またかよ,もう終わりにしてくれよ
[29] もう終わりにしてくれよ,連載終了を無理矢理引き延ばすバトル漫画みたいな展開やめて
[29] 連載終了を無理矢理引き延ばすバトル漫画みたいな展開やめて,ロシアで新たなコロナ変異株
[29] ria,article
[29] article,reuters
[28] junpeiakashi,またかよ
[27] 10,21木

Top Word Pairs in Tweet in G4:
[174] prime,minister
[174] minister,japan
[174] japan,resigned
[174] resigned,early
[174] early,october
[174] october,over
[174] over,criticism
[174] criticism,handling
[174] handling,coronavirus
[174] coronavirus,crisis

Top Word Pairs in Tweet in G5:
[118] wuhan,institute
[117] institute,virology
[117] virology,manipulated
[117] manipulated,coronavirus
[115] 10,000
[115] viral,load
[114] coronavirus,generate
[114] generate,10
[114] 000,times
[114] times,viral

Top Word Pairs in Tweet in G6:
[87] vaccine,mandate
[84] biden,vaccine
[84] enforceable,republican
[84] republican,ags
[84] ags,argue
[83] mandate,isn
[83] isn,effect
[83] effect,isn
[83] isn,enforceable
[81] nih,changes

Top Word Pairs in Tweet in G7:
[146] こんなにも多くのゼロの県,1名の県
[146] 1名の県,この勢いで真っ白になってくれー
[145] tak53381102,こんなにも多くのゼロの県
[3] wildwilly888,aoi_oxo
[3] aoi_oxo,言われるほどシノバックのワクチン効果低くなさそうな感じらしいです
[3] 言われるほどシノバックのワクチン効果低くなさそうな感じらしいです,2021年9月28日
[3] 2021年9月28日,チリがコロナ非常事態宣言終了へ
[3] チリがコロナ非常事態宣言終了へ,ワクチン接種進展で感染大幅減
[3] ワクチン接種進展で感染大幅減,ロイター
[2] okura_mikura,wildwilly888

Top Word Pairs in Tweet in G8:
[106] #covid19,#coronavirus
[62] 2021,10
[54] 10,19
[54] 19,covid
[54] covid,data
[54] data,insights
[54] insights,data
[45] data,scientists
[45] scientists,usafacts
[45] #menangbersama,#covid19

Top Word Pairs in Tweet in G9:
[22] 547,cities
[18] people,died
[15] #coronavirus,547
[15] 461,500
[15] cities,checkered
[13] 462,200
[11] checkered,#iran
[10] 31,provinces
[9] provinces,according
[9] huisarts,staphorst

Top Word Pairs in Tweet in G10:
[64] न,क
[39] क,र
[34] र,न
[34] ज,न
[32] स,न
[32] कर,ड
[31] भ,रत
[30] ड,ज
[29] ब,ल
[29] ल,ग

Top Replied-To
Top Replied-To in Entire Graph:
@nationafrica
@bd_africa
@gbnews
@hiroyoshimura
@bag_ofsp_ufsp
@robertn51219021
@borisjohnson
@kalus39792543
@marco_heffler
@welt

Top Replied-To in G1:
@ilpostdice

Top Replied-To in G2:
@npr
@smokeydogg777

Top Replied-To in G3:
@nhk_news

Top Replied-To in G4:
@nickv2304

Top Replied-To in G5:
@centristxtreme
@jonesdeere
@raheemkassam
@luna63654383
@peterhotez
@goatbroken
@johncul24794382

Top Replied-To in G7:
@wildwilly888

Top Replied-To in G8:
@markus_soeder
@dippi_dipp
@joe13081504
@opendatasicilia
@jdcocchiarella
@drako_law

Top Replied-To in G9:
@rtlnieuws
@donarturito
@mojahedineng
@holsteens_mathi
@cisdewolf

Top Replied-To in G10:
@dr_uditraj
@pmoindia
@siddaramaiah

Top Mentioned
Top Mentioned in Entire Graph:
@ap
@uk_domain_names
@reutersjapan
@jsolomonreports
@tak53381102
@r_h_ebright
@elamerican_
@spectatorindex
@japenwpkl
@jennaellisesq

Top Mentioned in G1:
@beleza1965pura
@hiremaidea
@noticiasde_
@acebeaty
@o3kpcokvqucm0lg
@armindomarque13
@teatrucking
@delthiaricks
@alphacentauriii
@donaldreagan123

Top Mentioned in G2:
@ap
@npr
@reuters
@anacabrera
@jimsciutto
@asad_umar
@officialncoc
@wfaa
@us_fda
@radiopakistan

Top Mentioned in G3:
@reutersjapan
@junpeiakashi
@triangle24
@newsdigestweb
@nhk_news
@nikkei
@yoshidakoichiro
@naoyafujiwara
@unahamana

Top Mentioned in G4:
@uk_domain_names
@lloydhardy
@elemjay1
@terryelaineh1
@the_tuc
@simon_ball46
@nickv2304
@jeremy_hunt

Top Mentioned in G5:
@r_h_ebright
@alertanews24
@centristxtreme
@lionelmedia
@threadreaderapp
@jonesdeere
@60minutes
@1foreverseeking
@raheemkassam
@jsolomonreports

Top Mentioned in G6:
@jsolomonreports
@jennaellisesq
@justthenews
@tartarusrespawn
@sfgate
@racetrackandy

Top Mentioned in G7:
@tak53381102
@aoi_oxo
@okura_mikura
@wildwilly888

Top Mentioned in G8:
@japenwpkl
@latinus_us
@njoyflyfishing
@jpenerangan
@markus_soeder
@potus
@thomas_wilckens
@zukiali_
@jpagov
@benshapiro

Top Mentioned in G9:
@the_stinging
@nunl
@mojahedineng
@telegraaf
@larepublica_pe
@usabehfarsi
@corriere
@centcomfarsi
@alarabiya_fa
@voairan

Top Mentioned in G10:
@narendramodi
@billgates
@siddaramaiah
@newsdanka
@ndtvfeed
@jagrannews
@incindia
@amitshah
@bjp4india
@timesofindia

Top Tweeters
Top Tweeters in Entire Graph:
@elnacionalweb
@la_patilla
@virginmedia
@infoitinterno
@rojname_com
@tomthunkitsmind
@jornalistavitor
@gocoo
@threadreaderapp
@personalar

Top Tweeters in G1:
@rojname_com
@afropages
@portaldiarioar
@zyitegadgets
@freiewelteu
@andyvermaut
@infoitscienza
@lado_mx
@maduradascom
@pairsonnalitesn

Top Tweeters in G2:
@world_news_eng
@billm9
@yymods
@indianexpress
@reuters
@zeeshan_shah_dc
@coronaupdatebot
@irishtimes
@adekleine
@dna

Top Tweeters in G3:
@akane_kawahata
@mike_preu
@izunoeigorou
@nhk_news
@fakerokuoloto
@ohana_maru_go
@y_fujisaki
@zephyorg
@mamasworks
@c_jptk

Top Tweeters in G4:
@hazelglasgow
@dawneryans
@fiona_fionnagal
@terryelaineh1
@iamhamesh
@lifelandlady
@knitagran
@sleddogwatchdog
@drwintadd
@peterbrownbarra

Top Tweeters in G5:
@threadreaderapp
@alettaha
@carobailey864
@lionelmedia
@tan123
@dude_america
@tiffanypy35
@k78016924
@larryboorstein
@87noctvrne

Top Tweeters in G6:
@duduacgsfc
@saminsunderland
@tammytabby
@pdqaccessories
@bartrulez
@cfheather
@debsinger2
@topinfoblogs
@sfgate
@monica_melvin14

Top Tweeters in G7:
@takawata19
@hakofuguf
@kojika0131
@avalon1982
@kumokumotori
@okura_mikura
@mrwanko3
@mikunitmr
@shin_3_yg
@stormbricht

Top Tweeters in G8:
@peruenlanoticia
@viralvideovlogs
@perunewsweek
@fabriciosx
@cablenoticias
@universidadpe
@moneycontrolcom
@lunarteddy
@elliotvanorman
@marlenemorita14

Top Tweeters in G9:
@larepublica_pe
@telegraaf
@firetrench
@maryfloor
@strategnl
@corriere
@nos
@boghche
@golehiran
@jasperklapwijk

Top Tweeters in G10:
@ndtv
@timesofindia
@prashantarchu
@ndtvfeed
@bjp4india
@kalpeshrathavi
@jagrannews
@jagranenglish
@desaidipal
@rabiiik527