COVID-19, Twitter, 8/18/2022 7:43:50 AM, 280266


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COVID-19_2022-08-18_00-00-01.xlsx
COVID-19_2022-08-18_00-00-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
August 18, 2022
Short Description:
COVID-19 via NodeXL https://bit.ly/3Ch0608
@thewillwitt
@theflstandard
@tatiann69922625
@andigram17
@vtvcanal8
@draseemmalhotra
@latinosforcomm1
@janjekielek
@thackerpd
@redwins5

Top hashtags:
#covid_19
#covid19
#covid
#16ago
#maduropueblotrabajador
#cuba
#covidー19

Description:
Description
The graph represents a network of 9,080 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 Thursday, 18 August 2022 at 07:16 UTC.

The requested start date was Thursday, 18 August 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, 15-minute period from Monday, 15 August 2022 at 12:02 UTC to Wednesday, 17 August 2022 at 12:17 UTC.

Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".

The graph is directed.

The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.

The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.


Author Description


Overall Graph Metrics
Vertices : 9080
Unique Edges : 4219
Edges With Duplicates : 12662
Total Edges : 16881
Number of Edge Types : 5
Retweet : 5730
MentionsInRetweet : 6417
Mentions : 1794
Tweet : 2506
Replies to : 434
Self-Loops : 2617
Reciprocated Vertex Pair Ratio : 0.00496752006113871
Reciprocated Edge Ratio : 0.00988593155893536
Connected Components : 2263
Single-Vertex Connected Components : 882
Maximum Vertices in a Connected Component : 1187
Maximum Edges in a Connected Component : 2581
Maximum Geodesic Distance (Diameter) : 25
Average Geodesic Distance : 7.090668
Graph Density : 9.57090793344568E-05
Modularity : 0.520069
NodeXL Version : 1.0.1.504
Data Import : The graph represents a network of 9,080 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 Thursday, 18 August 2022 at 07:16 UTC.

The requested start date was Thursday, 18 August 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, 15-minute period from Monday, 15 August 2022 at 12:02 UTC to Wednesday, 17 August 2022 at 12:17 UTC.

Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".

Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : GraphServerTwitterSearch
Graph Term : COVID-19
Groups : The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
Edge Color : Edge Weight
Edge Width : Edge Weight
Edge Alpha : Edge Weight
Vertex Radius : Betweenness Centrality

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[64] https://jp.wsj.com/articles/bcg-vaccine-for-tuberculosis-offers-covid-19-protection-study-suggests-11660579568
[48] https://trib.al/C7siEmT
[35] https://sharylattkisson.com/2022/08/judge-orders-govt-to-turn-over-unredacted-docs-on-covid-19-data-deletions/
[34] https://www.presidencia.gob.cu/es/noticias/trece-semanas-consecutivas-sin-fallecidos-por-covid-19-en-cuba/
[29] https://www.vtv.gob.ve/dia-882-lucha-covid-14082022/
[28] http://obamaschannel.blogspot.com/2022/03/a-mis-abuelos-los-cuatro.html?m=1
[24] https://thenationalpulse.com/2022/02/25/pfizer-funds-facebook-fact-checking-partner-combatting-covid-19-misinformation/
[23] https://www.vtv.gob.ve/disminuyen-casos-activos-covid-19-india/
[20] https://www.cnn.com/2022/08/16/health/biden-administration-covid-19-vaccines-tests-treatments/index.html
[19] https://www.gov.uk/government/news/first-bivalent-covid-19-booster-vaccine-approved-by-uk-medicines-regulator

Top URLs in Tweet in G1:
[7] https://www.wsj.com/articles/u-k-approves-moderna-omicron-containing-covid-19-booster-vaccine-11660564620
[5] https://grandesmedios.com/hacer-ejercicio-covid-19/
[4] https://www.gov.uk/government/news/first-bivalent-covid-19-booster-vaccine-approved-by-uk-medicines-regulator
[4] https://jp.wsj.com/articles/bcg-vaccine-for-tuberculosis-offers-covid-19-protection-study-suggests-11660579568
[4] https://www.presidencia.gob.cu/es/noticias/trece-semanas-consecutivas-sin-fallecidos-por-covid-19-en-cuba/
[3] https://www.yoursun.com/coronavirus/cdc-eases-covid-community-guidelines/article_36a3082c-1bf6-11ed-b000-476614d02cad.html?utm_campaign=blox&utm_source=twitter&utm_medium=social
[3] https://grandesmedios.com/vitamina-c-en-covid-19/
[3] https://elpregonerord.com/carteros-dominicanos-acusados-por-fraude-de-us16mm-en-peticiones-para-desempleo-covid-19/
[3] https://lecontinentafricain.com/covid-19-apres-ses-4-doses-de-vaccin-albert-bourla-patron-de-pfizer-teste-positif/
[3] https://www.ladepeche.fr/2022/08/15/covid-19-vaccine-quatre-fois-contre-le-virus-le-patron-des-laboratoires-pfizer-teste-positif-10490071.php

Top URLs in Tweet in G2:
[29] https://www.vtv.gob.ve/dia-882-lucha-covid-14082022/
[21] https://www.vtv.gob.ve/disminuyen-casos-activos-covid-19-india/
[11] https://www.vtv.gob.ve/dia-884-lucha-covid-16082022/
[8] https://www.vtv.gob.ve/dia-883-lucha-covid-15082022/
[5] https://www.vtv.gob.ve/reino-unido-aprobar-vacuna-bivalente-covid19/
[3] https://www.youtube.com/watch?v=_iaoQ4BHUlk&feature=youtu.be

[3] https://venezuela-news.com/venezuela-registro-259-nuevos-casos-covid-19-un-fallecido/
[2] https://mazo4f.com/venezuela-registra-120-nuevos-contagios-por-covid-19-en-las-ultimas-24-horas
[2] https://www.youtube.com/watch?v=op5LHPiFspA&feature=youtu.be

[2] https://www.vtv.gob.ve/dia-881-lucha-covid-13082022/

Top URLs in Tweet in G3:
[20] https://thenationalpulse.com/2022/02/25/pfizer-funds-facebook-fact-checking-partner-combatting-covid-19-misinformation/
[1] https://www.thejournal.ie/?p=5841803&utm_source=shortlink
[1] https://www.aerzteblatt.de/archiv/226040/Auswirkung-von-SARS-CoV-2-Virusvariante-und-Impfstatus-auf-die-kausale-Todesursache-im-Laufe-der-COVID-19-Pandemie

Top URLs in Tweet in G4:
[11] https://consents.prismamedia.com?redirectHost=https%3A%2F%2Fwww.femmeactuelle.fr&redirectUri=%2fsante%2fnews-sante%2fsyndrome-de-lanus-sans-repos-un-nouvel-effet-secondaire-du-covid-19-2120768
[2] https://www.judicialwatch.org/
[2] https://www.cnews.fr/monde/2022-08-15/covid-19-les-iles-marshall-impactees-leur-tour-1254146
[2] https://www.ladepeche.fr/2022/08/15/covid-19-vaccine-quatre-fois-contre-le-virus-le-patron-des-laboratoires-pfizer-teste-positif-10490071.php
[2] https://www.contrepoints.org/2020/05/16/371566-covid-19-loccident-souffre-dune-deficience-grave-en-vitamine-d
[2] https://www.researchgate.net/publication/362154526_Adaptation_des_vaccins_COVID-19_pour_l'automne_2022
[1] https://agoratv.ch/nouveau-rapport-alarmant-du-groupe-de-travail-sur-lanalyse-des-vaccins-covid-en-allemagne-et-dans-dautres-pays/
[1] https://experience.arcgis.com/experience/204d6ed723244dfbb763ca3f913c5cad
[1] https://twitter.com/judicialwatch/status/1559027102380220417
[1] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9358243/

Top URLs in Tweet in G5:
[30] https://www.presidencia.gob.cu/es/noticias/trece-semanas-consecutivas-sin-fallecidos-por-covid-19-en-cuba/
[6] https://www.granma.cu/cuba/2022-08-16/trece-semanas-consecutivas-sin-fallecidos-por-covid-19-en-cuba-16-08-2022-17-08-10
[1] http://radiococooficial.blogspot.com/2022/08/la-habana-tres-casos-autoctonos-de.html?m=0
[1] https://ourworldindata.org/grapher/covid-vaccination-doses-per-capita?time=latest

Top URLs in Tweet in G6:
[9] https://justthenews.com/government/congress/rand-paul-we-will-get-bottom-covid-19s-origins-if-gop-wins-majority
[1] https://www.theflstandard.com/massacre-nearly-half-of-pregnant-women-in-pfizer-trial-miscarried/

Top URLs in Tweet in G7:
[3] https://www.vtv.gob.ve/dia-884-lucha-covid-16082022/
[2] https://www.vtv.gob.ve/disminuyen-casos-activos-covid-19-india/
[2] https://opinionexpress.in/delhi-witness-60-increase-in-hospitalisation-for-covid
[2] https://www.bbc.co.uk/news/health-62286093?at_medium=RSS&at_campaign=KARANGA
[2] https://www.cidrap.umn.edu/news-perspective/2022/08/complications-death-pregnancy-rose-during-covid-19
[2] https://www.bbc.co.uk/news/uk-62525197?at_medium=RSS&at_campaign=KARANGA
[2] https://www.cidrap.umn.edu/news-perspective/2022/08/news-scan-aug-16-2022
[2] https://www.asiafundmanagers.com/int/china-recovery-on-track-but-faces-uphill-battle/
[2] https://jamanetwork.com/journals/jamacardiology/fullarticle/2768916
[2] https://actualidad.rt.com/actualidad/388867-venezuela-producira-vacuna-abdala-covid

Top URLs in Tweet in G8:
[49] https://jp.wsj.com/articles/bcg-vaccine-for-tuberculosis-offers-covid-19-protection-study-suggests-11660579568
[48] https://trib.al/C7siEmT
[4] https://trib.al/mNLJvME
[4] https://www.cell.com/cell-reports-medicine/fulltext/S2666-3791(22)00271-3#articleInformation
[1] https://sst.dk/en/english/publications/2022/covid-19-vaccination-of-children-aged-5-11-years
[1] https://twitter.com/wb29304326/status/1559367095057584128
[1] https://twitter.com/wb29304326/status/1511894516516921346?s=20&t=XzwWddWpTg64Uq5D6H07UA
[1] https://jp.wsj.com/articles/bcg-vaccine-for-tuberculosis-offers-covid-19-protection-study-suggests-11660579568?reflink=desktopwebshare_twitter
[1] https://jp.wsj.com/articles/bcg-vaccine-for-tuberculosis-offers-covid-19-protection-study-suggests-11660579568?st=i4xjyhudm3i46gd&reflink=desktopwebshare_twitter
[1] https://trib.al/uFlw4aO

Top URLs in Tweet in G9:
[2] https://globalnews.ca/news/9059393/province-instructed-ontario-health-efficiencies-savings-omicron/
[1] https://www.theglobeandmail.com/opinion/article-to-address-canadas-health-care-crisis-start-by-containing-covid-19/
[1] https://www.huffpost.com/archive/ca/entry/progressive-liberalism-ontario_a_23555598
[1] https://canadiandimension.com/articles/view/jean-chretiens-austerity-made-canada-less-prepared-for-covid-19
[1] https://twitter.com/kimaenglish/status/1559862958162939904
[1] https://www.wsws.org/en/articles/2022/08/17/xvuh-a17.html
[1] https://abcnews.go.com/US/wrecked-lives-families-young-adults-died-covid-19/story?id=74148061
[1] https://www.theglobeandmail.com/canada/article-as-covid-19-misinformation-spreads-threats-at-home-and-burnout-at-work/
[1] https://www.macleans.ca/economy/covid-19-canada-layoff-tracker/
[1] https://ourworldindata.org/grapher/united-states-rates-of-covid-19-deaths-by-vaccination-status?country=~All+ages

Top URLs in Tweet in G10:
[7] https://www.cnn.com/2022/08/16/health/biden-administration-covid-19-vaccines-tests-treatments/index.html
[2] https://www.healthline.com/health-news/children-hospitalized-with-covid-19-can-have-lingering-health-issues-months-later
[2] https://www.guampdn.com/news/6-month-old-baby-latest-to-die-from-covid-19/article_d3f6c23e-1c6f-11ed-90d0-fb0137ff637f.html?utm_medium=social&utm_source=twitter&utm_campaign=user-share
[1] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8432319/
[1] https://www.bloomberg.com/tosv2.html?vid=&uuid=3fc81808-1c24-11ed-9398-5450624f4f70&url=L29waW5pb24vYXJ0aWNsZXMvMjAyMi0wOC0xNC9jb3ZpZC1wb2xpby1tb25rZXlwb3gtbGFuZ3lhLWFyZS1hLXdhcm5pbmctb24tZGlzZWFzZS1zcHJlYWQtbDZ0OXp4cWo=
[1] https://www.medscape.com/viewarticle/969944
[1] https://www.science.org/content/article/blood-abnormalities-found-people-long-covid?cookieSet=1
[1] https://www.whitehouse.gov/briefing-room/statements-releases/2022/08/16/fact-sheet-back-to-school-2022-giving-every-school-the-tools-to-prevent-covid-19-spread-and-stay-safely-open-all-year-long/
[1] https://covid.cdc.gov/covid-data-tracker/#trends_dailycases_select_00
[1] https://data.cdc.gov/NCHS/Excess-Deaths-Associated-with-COVID-19/xkkf-xrst

Top Domains
Top Domains in Tweet in Entire Graph:
[172] blogspot.com
[166] twitter.com
[96] wsj.com
[82] gob.ve
[76] trib.al
[54] lindasdatelist.com
[49] youtube.com
[36] sharylattkisson.com
[34] gob.cu
[34] com.br

Top Domains in Tweet in G1:
[54] lindasdatelist.com
[40] twitter.com
[14] wsj.com
[12] nih.gov
[11] com.br
[10] cnn.com
[9] grandesmedios.com
[8] youtube.com
[8] com.ar
[7] msn.com

Top Domains in Tweet in G2:
[76] gob.ve
[6] youtube.com
[5] venezuela-news.com
[2] mazo4f.com
[2] twitter.com

Top Domains in Tweet in G3:
[20] thenationalpulse.com
[1] thejournal.ie
[1] aerzteblatt.de

Top Domains in Tweet in G4:
[11] prismamedia.com
[6] twitter.com
[4] translate.goog
[3] planetes360.fr
[2] judicialwatch.org
[2] nih.gov
[2] cnews.fr
[2] ladepeche.fr
[2] contrepoints.org
[2] francesoir.fr

Top Domains in Tweet in G5:
[30] gob.cu
[6] granma.cu
[1] blogspot.com
[1] ourworldindata.org

Top Domains in Tweet in G6:
[9] justthenews.com
[1] theflstandard.com

Top Domains in Tweet in G7:
[6] gob.ve
[4] co.uk
[4] umn.edu
[3] bit.ly
[2] opinionexpress.in
[2] asiafundmanagers.com
[2] jamanetwork.com
[2] adeanet.org
[2] youtube.com
[2] rt.com

Top Domains in Tweet in G8:
[53] trib.al
[51] wsj.com
[4] cell.com
[2] twitter.com
[1] sst.dk

Top Domains in Tweet in G9:
[2] globalnews.ca
[2] theglobeandmail.com
[1] huffpost.com
[1] canadiandimension.com
[1] twitter.com
[1] wsws.org
[1] go.com
[1] macleans.ca
[1] ourworldindata.org

Top Domains in Tweet in G10:
[7] cnn.com
[2] healthline.com
[2] cdc.gov
[2] com.au
[2] guampdn.com
[2] radio-canada.ca
[2] or.jp
[1] nih.gov
[1] bloomberg.com
[1] medscape.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[488] covid_19
[450] covid19
[278] covid
[162] 16ago
[156] maduropueblotrabajador
[155] cuba
[153] covidー19
[120] coronavirus
[115] pfizer
[88] toquedequeda



Top Hashtags in Tweet in G1:
[58] covid19
[30] covid_19
[10] covid
[10] coronavirus
[9] pidatopresiden2022
[5] pulihlebihcepat
[5] photography
[5] cubaporlavida
[4] omicron
[4] bangkitlebihkuat

Top Hashtags in Tweet in G2:
[145] maduropueblotrabajador
[143] 16ago
[77] envideo
[76] maestrosyobrerosdelapatria
[75] prevención
[64] pensarcomopaís
[63] 15ago
[58] 17ago
[45] covid_19
[44] lara

Top Hashtags in Tweet in G4:
[21] covid_19
[16] pfizer
[8] macronistes
[6] covid19
[4] macrondegage2022
[4] hdpros
[3] veran
[2] monkeypox
[2] vaccincovid
[2] moderna

Top Hashtags in Tweet in G5:
[149] cuba
[28] cubaporlavida
[15] cubaporlapaz
[12] fidelporsiempre
[11] fidelvive
[6] covid19
[5] fidel
[3] rt
[2] fuerzamatanzas
[2] cubaporlasalud

Top Hashtags in Tweet in G7:
[56] covid
[11] coronavirus
[9] covid19
[8] prevención
[8] covid_19
[7] 17ago
[5] reopeningsafely
[5] japensarawak
[5] sodiakroks
[4] 3ene

Top Hashtags in Tweet in G8:
[4] 新型コロナウイルス
[4] ワクチン
[2] 狼牙ウィルス

Top Hashtags in Tweet in G9:
[1] onpoli
[1] morrison
[1] morrisongate
[1] auspol

Top Hashtags in Tweet in G10:
[1] coronavirus
[1] covid19
[1] sarscov2

Top Words
Top Words in Tweet in Entire Graph:
[6069] covid
[5700] 19
[682] pfizer
[567] 000
[539] contra
[494] dr
[488] #covid_19
[465] vaccine
[450] #covid19
[448] released

Top Words in Tweet in G1:
[919] covid
[879] 19
[69] vaccine
[62] safe
[58] #covid19
[58] date
[54] linda
[53] cases
[51] pandemic
[50] 2022

Top Words in Tweet in G2:
[688] covid
[680] 19
[321] contra
[296] vtvcanal8
[242] venezuela
[179] nuevos
[176] casos
[152] medidas
[147] contagios
[145] #maduropueblotrabajador

Top Words in Tweet in G3:
[277] pfizer
[267] dr
[257] according
[257] naomi
[257] wolf
[257] runs
[257] crowdsourced
[257] project
[257] analyze
[257] 300

Top Words in Tweet in G4:
[155] covid
[129] 19
[56] pfizer
[51] doses
[49] pdg
[49] plus
[40] tatiann69922625
[40] dose
[36] positif
[35] contre

Top Words in Tweet in G5:
[175] covid
[175] 19
[160] semanas
[160] consecutivas
[149] #cuba
[129] suma
[129] 13
[129] fallecimientos
[123] nuestro
[120] diazcanelb

Top Words in Tweet in G6:
[105] according
[105] dr
[105] naomi
[105] wolf
[105] runs
[105] crowdsourced
[105] project
[105] analyze
[105] 300
[105] 000

Top Words in Tweet in G7:
[129] 19
[86] covid
[57] #covid
[23] contra
[20] venezuela
[19] vtvcanal8
[14] nicolasmaduro
[11] #coronavirus
[10] 2022
[9] #covid19

Top Words in Tweet in G8:
[66] bcgワクチン
[66] 新型コロナ予防にも効果
[66] 米研究で判明
[51] wsjjapan
[43] ayakomiyakawa
[42] bcg有効説を主張する人が
[42] 殆ど陰謀論者扱いされたこともありましたねー
[11] wb29304326
[7] bcg
[7] tokyoを全員が接種している日本人は

Top Words in Tweet in G9:
[58] last
[55] mls_dave
[55] hospital
[54] haven't
[54] tweeted
[54] few
[54] days
[54] literally
[54] full
[54] patients

Top Words in Tweet in G10:
[136] covid
[109] 19
[38] meetjess
[19] global
[19] dementia
[18] predicted
[18] boost
[18] rates
[18] concerning
[18] wang

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[5454] covid,19
[419] contra,covid
[383] naomi,wolf
[383] 300,000
[377] dr,naomi
[375] pfizer,documents
[374] according,dr
[374] wolf,runs
[374] runs,crowdsourced
[374] crowdsourced,project

Top Word Pairs in Tweet in G1:
[860] covid,19
[54] safe,date
[54] date,covid
[54] 19,linda
[43] 19,vaccine
[41] 19,pandemic
[31] contra,covid
[27] lindasdatelist,safe
[23] positive,covid
[21] 19,cases

Top Word Pairs in Tweet in G2:
[674] covid,19
[280] contra,covid
[188] 19,venezuela
[141] nuevos,contagios
[130] lucha,contra
[109] venezuela,registra
[93] vtvcanal8,día
[82] venezuela,registró
[77] #envideo,covid
[77] 19,#maduropueblotrabajador

Top Word Pairs in Tweet in G3:
[257] according,dr
[257] dr,naomi
[257] naomi,wolf
[257] wolf,runs
[257] runs,crowdsourced
[257] crowdsourced,project
[257] project,analyze
[257] analyze,300
[257] 300,000
[257] 000,pfizer

Top Word Pairs in Tweet in G4:
[127] covid,19
[41] pdg,pfizer
[26] testé,positif
[25] contre,covid
[23] dernières,données
[23] données,covid
[23] 19,nouvelle
[23] nouvelle,écosse
[23] écosse,montrent
[23] montrent,84

Top Word Pairs in Tweet in G5:
[175] covid,19
[160] semanas,consecutivas
[129] suma,13
[129] 13,semanas
[129] consecutivas,fallecimientos
[123] fallecimientos,covid
[122] #cuba,suma
[116] 19,logro
[116] logro,nuestra
[116] nuestra,ciencia

Top Word Pairs in Tweet in G6:
[105] according,dr
[105] dr,naomi
[105] naomi,wolf
[105] wolf,runs
[105] runs,crowdsourced
[105] crowdsourced,project
[105] project,analyze
[105] analyze,300
[105] 300,000
[105] 000,pfizer

Top Word Pairs in Tweet in G7:
[86] covid,19
[40] #covid,19
[19] contra,covid
[13] 19,venezuela
[8] chine,covid
[8] #coronavirus,#covid
[7] #prevención,uso
[7] uso,adecuado
[7] adecuado,mascarilla
[6] vtvcanal8,#prevención

Top Word Pairs in Tweet in G8:
[66] bcgワクチン,新型コロナ予防にも効果
[66] 新型コロナ予防にも効果,米研究で判明
[50] wsjjapan,bcgワクチン
[42] bcg有効説を主張する人が,殆ど陰謀論者扱いされたこともありましたねー
[41] ayakomiyakawa,bcg有効説を主張する人が
[7] bcg,tokyoを全員が接種している日本人は
[7] tokyoを全員が接種している日本人は,既にcovid
[7] 既にcovid,19も含めた感染症に対する発症予防の非特異的免疫があるので
[7] 19も含めた感染症に対する発症予防の非特異的免疫があるので,やはりはじめからコロナワクチンなんて
[7] やはりはじめからコロナワクチンなんて,要らなかったのでしょう

Top Word Pairs in Tweet in G9:
[54] haven't,tweeted
[54] tweeted,last
[54] last,few
[54] few,days
[54] days,hospital
[54] hospital,literally
[54] literally,full
[54] full,patients
[54] patients,day
[54] day,stretch

Top Word Pairs in Tweet in G10:
[108] covid,19
[22] meetjess,covid
[18] 19,predicted
[18] predicted,boost
[18] boost,global
[18] global,dementia
[18] dementia,rates
[18] rates,concerning
[18] concerning,wang
[18] wang,covid

Top Replied-To
Top Replied-To in Entire Graph:
@newstalkfm
@rapplerdotcom
@albertbourla
@repthomasmassie
@dann58638436
@stevierae1666
@_samedi_
@styh131582
@tatiann69922625
@didi_1956

Top Replied-To in G1:
@primeiro_jornal

Top Replied-To in G2:
@conadecafrove
@gnb_pueblo

Top Replied-To in G3:
@ungeimpfterarzt

Top Replied-To in G4:
@tatiann69922625
@polozao889
@bayleslydie
@pchaibriant
@marymbois

Top Replied-To in G5:
@diazcanelb

Top Replied-To in G6:
@jsolomonreports

Top Replied-To in G7:
@nicolasmaduro

Top Replied-To in G8:
@ayakomiyakawa

Top Replied-To in G9:
@adriana1550
@wotsoninfo
@pierrepoilievre
@br8kl
@mls_dave

Top Replied-To in G10:
@abraarkaran
@meetjess

Top Mentioned
Top Mentioned in Entire Graph:
@vtvcanal8
@thewillwitt
@diazcanelb
@theflstandard
@gnb_pueblo
@jjaranaz94
@traselvalle_obc
@pedrohallal
@draseemmalhotra
@marinamedvin

Top Mentioned in G1:
@lindasdatelist
@francis19733695
@vilmareis15
@kazembe_youseef
@macro83772562
@travelingstyle
@takachan007
@ujyaalo
@wartakotalive
@genka97

Top Mentioned in G2:
@vtvcanal8
@gnb_pueblo
@somosrmnoticias
@yami2336
@zoditachiran21
@gnb_tachira
@avils43378519
@dgpbqto
@desttomefpo
@gabrielasjr

Top Mentioned in G3:
@thewillwitt
@nataliegwinters
@breesanna
@ferhatarslandr
@traceyomahony81
@veiel
@mb234340993
@erwin_rueddel
@cducsubt
@fine1102

Top Mentioned in G4:
@tatiann69922625
@blemontd
@gabinjean3
@medicalfollower
@upr_asselineau
@fcouilbault1
@vpauline006
@cnews
@verity_france
@paulbesson92

Top Mentioned in G5:
@diazcanelb
@asambleacuba
@cubacooperaven
@presidenciacuba
@minsapcuba
@granma_digital
@estadosanta
@inesmchapman
@cubacooperave_c
@jlbrochelorenzo

Top Mentioned in G6:
@theflstandard
@jsolomonreports
@justthenews
@thewillwitt

Top Mentioned in G7:
@vtvcanal8
@nicolasmaduro
@who
@madeinchinaoff
@dcabellor
@pandemiasurvive
@magagutierrezv
@japensarawak
@conelmazodando
@nestorevolucion

Top Mentioned in G8:
@wsjjapan
@ayakomiyakawa
@wb29304326
@kuratamagohan
@partyhike
@lingualandjp
@dream21ai
@tetsunitta
@ystk28
@canchemistry

Top Mentioned in G9:
@mls_dave
@christyceeck
@colindmello
@stephaniecarvin
@steve_morris_
@pierrepoilievre
@sep_australia
@meetjess
@drjamesolsson
@mrls5h3

Top Mentioned in G10:
@meetjess
@sbsnews
@yash25571056
@putrinolab
@wsbgnl
@loscharlos
@awgaffney
@katepri14608408
@thrasherxy
@cmq

Top Tweeters
Top Tweeters in Entire Graph:
@la_patilla
@telkomsel
@el_cooperante
@jornalistavitor
@knewz_currently
@oldlady12345
@ptjasamarga
@contrapuntovzla
@yoshiki7111
@difusion365

Top Tweeters in G1:
@el_cooperante
@jornalistavitor
@knewz_currently
@ptjasamarga
@yoshiki7111
@difusion365
@postematico
@reporteactivo
@interdifusion
@reportes24h

Top Tweeters in G2:
@vtvcanal8
@quiskillosa
@luiscarrillo66
@edalge
@gnb_tachira
@marcialm2
@1412yolis
@llaneritoramiro
@gnb_pueblo
@junio45873764

Top Tweeters in G3:
@mightymouth5413
@4allsoulkind
@ohio_buckeye_us
@annasilvani
@thelucky7smokes
@bizio33
@cliverhymester
@thekidjnel7
@captainlit_
@edmcnevin1

Top Tweeters in G4:
@lagrosta
@delalande72
@sarah41659531
@evelyneyant94
@cnews
@jackimbe
@drolette11
@andre002nicolas
@defredfred
@petitoursonnes

Top Tweeters in G5:
@radiococonline
@teremosquera
@kiara86769608
@eguerraarias
@boletero_
@cubacooperaveco
@castroverrier
@acn_cuba
@granma_digital
@radiohabanacuba

Top Tweeters in G6:
@lisaannega
@joesixpacksays
@mpls55418
@odemevol13
@julios1580
@nth_dimensions
@desertpuma
@dawnstutesman
@lfoxy23
@sethro_tull_556

Top Tweeters in G7:
@conelmazodando
@actualidadrt
@net2ayurveda
@partidopsuv
@hephaistos_ai
@lubrio
@notice_com_ng
@nicolasmaduro
@nestorevolucion
@belen267248505

Top Tweeters in G8:
@ponsuyuzu
@silktherapylabs
@nikone_25
@wsjjapan
@keiminkei
@nor_forest
@idealiststar
@waterman1996
@0505lovekaren
@manchee902

Top Tweeters in G9:
@1loriking
@aplebeianlife
@rolynhome
@tymvirginia
@cmdott
@laurajmg
@jennake33788915
@univrsle
@mark_dowling
@donellefranklin

Top Tweeters in G10:
@pfanderson
@therazmx
@fraudoktor11
@lacunalingua_3
@micheal_olainn
@kim_crawley
@crnchymama
@teresabdb62
@drstip
@sbsnews


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