Coronavirus, Twitter, 6/21/2021 4:09:35 PM, 257379


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Coronavirus_2021-06-21_02-05-43.xlsx
Coronavirus_2021-06-21_02-05-43.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
June 21, 2021
Short Description:
Coronavirus via NodeXL https://bit.ly/2UeWc3E
@coronaupdatebot
@anacabrera
@who
@drericding
@super_mario5
@viralvideovlogs
@mohfw_india
@steph56renee
@dhanush_27
@narendramodi

Top hashtags:
#coronavirus
#covid19
#palestiniens
#deltavariant
#covid
#covid_19
#corona

Description:
Description
The graph represents a network of 9,326 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 Monday, 21 June 2021 at 09:23 UTC.

The requested start date was Monday, 21 June 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 3-day, 0-hour, 11-minute period from Thursday, 17 June 2021 at 12:17 UTC to Sunday, 20 June 2021 at 12:28 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 : 9326
Unique Edges : 4360
Edges With Duplicates : 12229
Total Edges : 16589
Number of Edge Types : 5
Retweet : 5379
MentionsInRetweet : 6043
Tweet : 2966
Replies to : 389
Mentions : 1812
Self-Loops : 3039
Reciprocated Vertex Pair Ratio : 0.00300692901032815
Reciprocated Edge Ratio : 0.00599582898852972
Connected Components : 2480
Single-Vertex Connected Components : 1001
Maximum Vertices in a Connected Component : 1673
Maximum Edges in a Connected Component : 3871
Maximum Geodesic Distance (Diameter) : 26
Average Geodesic Distance : 10.1869
Graph Density : 8.82194493298737E-05
Modularity : 0.526898
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 9,326 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 Monday, 21 June 2021 at 09:23 UTC.

The requested start date was Monday, 21 June 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 3-day, 0-hour, 11-minute period from Thursday, 17 June 2021 at 12:17 UTC to Sunday, 20 June 2021 at 12:28 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:
[42] https://www.nhs.uk/conditions/coronavirus-covid-19/coronavirus-vaccination/book-coronavirus-vaccination/
[32] http://obamaschannel.blogspot.com/2021/06/pedazitos-de-mi-iii.html?m=1
[30] https://www.timesofisrael.com/in-2nd-israeli-school-outbreak-in-a-week-44-kids-diagnosed-with-coronavirus/
[30] https://www.youtube.com/watch?v=kWu7LQNS5PQ&feature=youtu.be

[25] https://www.eldiario.es/sociedad/ultima-hora-coronavirus-actualidad-politica-18-de-junio_6_8050912_1072777.html
[23] http://www.nhs.uk/CovidVaccination
[22] https://jp.reuters.com/article/health-coronavirus-indonesia-idJPKCN2DT0PO?taid=60cb28e235ede9000152c562&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[22] https://lopezdoriga.com/nacional/covid-19-vacunacion-coronavirus-elecciones/
[21] https://www.pasteur.fr/fr/journal-recherche/actualites/coronavirus-attention-aux-fausses-informations-covid-19-circulant-reseaux-sociaux
[21] https://www.brasil247.com/coronavirus/china-chega-a-marca-de-1-bilhao-de-doses-da-vacina-aplicadas

Top URLs in Tweet in G1:
[17] https://www.gov.br/pt-br/noticias/financas-impostos-e-gestao-publica/2021/02/governo-federal-repassou-mais-de-R%24-420-bilhoes-para-os-estados
[11] https://www.cope.es/emisoras/andalucia/noticias/coronavirus-andalucia-baja-570-hospitalizados-los-pacientes-uci-suben-tres-hasta-145-20210620_1353759
[10] https://www.cope.es/emisoras/andalucia/noticias/coronavirus-andalucia-baja-por-sexto-dia-tasa-hasta-1776-suma-1418-casos-nueve-muertes-20210617_1348189
[7] https://www.nhs.uk/conditions/coronavirus-covid-19/coronavirus-vaccination/book-coronavirus-vaccination/
[6] https://jp.reuters.com/article/health-coronavirus-indonesia-idJPKCN2DT0PO
[6] https://www.timesofisrael.com/in-2nd-israeli-school-outbreak-in-a-week-44-kids-diagnosed-with-coronavirus/
[5] https://www.scmp.com/comment/opinion/article/3137746/coronavirus-how-news-media-and-politics-drive-lab-leak-theory
[4] https://www.reuters.com/business/healthcare-pharmaceuticals/five-us-states-had-coronavirus-infections-even-before-first-reported-cases-study-2021-06-15/
[4] https://vdata.nikkei.com/newsgraphics/coronavirus-japan-vaccine-status/
[4] https://keyt.com/health/2021/06/18/the-latest-israel-to-share-vaccine-doses-with-palestinians/

Top URLs in Tweet in G3:
[12] https://www.nhs.uk/conditions/coronavirus-covid-19/coronavirus-vaccination/book-coronavirus-vaccination/
[10] https://www.dailymail.co.uk/news/article-9695647/Stop-vaccinating-young-people-Trump-says-coronavirus-vaccines-potentially-dangerous-kids.html?ito=social-twitter_mailonline
[5] https://www.scmp.com/news/china/diplomacy/article/3137933/coronavirus-chinese-jab-becomes-added-hurdle-some-african?utm_term=Autofeed&utm_medium=Social&utm_content=article&utm_source=Twitter#Echobox=1624017116
[4] https://trib.al/c97o8rt
[4] https://www.dailymail.co.uk/news/article-9699303/Hugely-disruptive-Test-Trace-schools-axed-60-positive-results-negative.html?ito=social-twitter_dailymailUK
[4] https://www.independent.co.uk/news/uk/home-news/domestic-abuse-lockdown-coronavirus-free-trains-b1867937.html?utm_content=Echobox&utm_medium=Social&utm_source=Twitter#Echobox=1624188058
[3] https://www.irishtimes.com/news/politics/irish-times-poll-public-split-on-pace-of-lifting-covid-19-restrictions-1.4596630
[3] https://www.manchestereveningnews.co.uk/news/uk-news/coronavirus-live-updates-england-opens-20845813
[3] https://www.independent.co.uk/news/health/covid-uk-vaccine-lockdown-coronavirus-b1868310.html
[3] https://www.patrikai.com/

Top URLs in Tweet in G4:
[9] https://www.stltoday.com/lifestyles/health-med-fit/coronavirus/missouri-leads-nation-in-covid-cases-per-100-000-residents/article_bde8a330-fb0b-53f1-8c94-22427913d3c1.html?utm_campaign=snd-autopilot&utm_medium=social&utm_source=twitter_
[5] https://www.europapress.es/catalunya/noticia-catalunya-registra-731-casos-dos-muertes-ultimas-24-horas-covid-19-20210620114309.html
[2] https://www.stltoday.com/news/local/metro/coronavirus-hot-spots-spread-across-missouri-driven-by-variant/article_3723e2a0-9795-5a1c-992f-9c99cf88c853.html?utm_campaign=snd-autopilot&utm_medium=social&utm_source=twitter_
[1] https://www.ndtv.com/india-news/coronavirus-730-doctors-died-due-to-covid-during-second-wave-indian-medical-association-bihar-maximum-fatalities-2465496
[1] https://www.nytimes.com/2021/05/25/health/cdc-coronavirus-infections-vaccine.html#click=https://t.co/dA5chW28Bj
[1] https://www.cdc.gov/coronavirus/2019-ncov/variants/variant-info.html
[1] https://www.timesofisrael.com/in-2nd-israeli-school-outbreak-in-a-week-44-kids-diagnosed-with-coronavirus/
[1] https://news.sky.com/story/covid-19-delta-variant-now-accounts-for-almost-all-of-uks-coronavirus-cases-says-public-health-england-12335566
[1] https://www.terra.com.br/noticias/coronavirus/sobe-para-82-os-casos-de-covid-19-durante-a-copa-america,2bfe5e7bc35e4552d446b88d60208099twpriatu.html
[1] https://www.9news.com.au/national/coronavirus-nsw-gladys-berejiklian-on-mark-kilian-and-wife-separated-from-dying-father-queensland/d65e4760-8c2a-44b5-b0f8-68aec1806c5d?fbclid=IwAR33bIraEnpfnojJjm7ffkfIcenJWV6lpNngI3Iity5uClRlESXGaJFRRl8

Top URLs in Tweet in G5:
[12] https://www.gov.il/en/departments/news/spoke_vaccines180621
[4] https://apnews.com/article/donald-trump-joe-biden-executions-health-coronavirus-pandemic-67ed5dd28d92f11629310ddb7590357a
[2] https://www.sfchronicle.com/coronavirus/article/Masks-off-masks-on-16258386.php
[2] http://smartdissent.com/article/covid-corruption-meat-industry-funnels-money-republicans-squash
[2] https://apnews.com/article/a4e722e082aa06a2c25f59f24b0a8eaf
[1] http://trib.al/3XFr2fU
[1] http://trib.al/639GlTp
[1] http://trib.al/oI8Pzhw
[1] http://trib.al/q9xxUiy
[1] http://trib.al/EcOrKHE

Top URLs in Tweet in G6:
[19] https://www.brasil247.com/coronavirus/china-chega-a-marca-de-1-bilhao-de-doses-da-vacina-aplicadas
[9] https://www.brasil247.com/coronavirus/nicolelis-diz-que-brasil-passara-estados-unidos-e-sera-o-pais-com-mais-mortos-por-covid-19-no-mundo
[4] https://g1.globo.com/bemestar/coronavirus/noticia/2021/06/19/brasil-chega-a-marca-de-500-mil-mortes-por-covid.ghtml?utm_source=twitter&utm_medium=social&utm_campaign=g1
[3] https://www.brasil247.com/coronavirus/sanitarista-gonzalo-vecina-diz-que-pais-vai-chegar-aos-800-mil-mortos-gracas-a-bolsonaro
[3] https://sicnoticias.pt/especiais/coronavirus/2021-06-20-Variante-Delta-a-subir-em-Lisboa-f3f11e81
[2] https://www.brasil247.com/coronavirus/pacientes-curados-da-covid-relatam-problemas-de-saude-que-nunca-tiveram-mostra-estudo
[2] https://www.brasil247.com/coronavirus/as-politicas-de-bolsonaro-sao-responsaveis-por-80-das-mortes-no-brasil-diz-pesquisador-pedro-hallal?amp
[2] https://sicnoticias.pt/especiais/coronavirus/2021-06-18-Chega-vai-recorrer-aos-tribunais-para-reverter-decisao-de-encerrar-a-Area-Metropolitana-de-Lisboa-8a698b4b
[2] https://www.blogdodina.com/2021/06/18/cientistas-brasileiros-descrevem-como-o-coronavirus-danifica-celulas-do-cerebro/
[1] https://www.brasil247.com/coronavirus/samantha-schmuetz-detona-futilidade-de-artistas-em-meio-ao-genocido-estao-no-mundo-de-narnia-moram-em-outro-pais-video

Top URLs in Tweet in G8:
[5] https://www.reuters.com/article/factcheck-coronavirus-aviation-idUSL2N2NZ1ZO
[2] https://justthenews.com/politics-policy/coronavirus/cdc-claims-covid-19-kills-healthy-young-children-doctors-push-back
[1] https://news.yahoo.com/study-shows-hydroxychloroquine-zinc-treatments-210300816.html
[1] https://www.foxnews.com/politics/pompeo-coronavirus-wuhan-china
[1] http://www.msn.com/en-gb/news/coronavirus/further-lockdowns-a-possibility-during-miserable-winter-scientists-warn/ar-AALeSxT?ocid=st
[1] https://www.dailymail.co.uk/news/article-9648687/Chinese-virologist-says-Fauci-emails-claim-coronavirus-unrestricted-bioweapon.html
[1] https://www.youtube.com/watch?v=qFSQihHAjdE

[1] https://europepmc.org/article/PPR/PPR299488
[1] https://www.elconfidencial.com/mundo/2021-06-18/confinan-embajada-eeuu-estados-unidos-afganistan-kabul-brote-contagios-coronavirus-covid_3139856/
[1] https://www.news.com.au/world/coronavirus/global/chinese-scientists-claim-covid19-emerged-in-america-and-france-before-wuhan/news-story/a4c720ad46a663a4282dede8b5d38429

Top URLs in Tweet in G9:
[9] https://www.sportface.it/live/live-bollettino-oggi-domenica-20-giugno-contagi-aggiornati-di-ogni-regione-diretta/1419075
[4] https://trib.al/zPU6gsb
[3] https://www.swissinfo.ch/spa/afp/b%C3%A9lgica-proh%C3%ADbe-entrada-a-viajeros-brit%C3%A1nicos-por-variante-de-covid-19/46719568
[3] https://www.youtube.com/watch?v=RdJmOqcsdaA

[3] https://elvenezolanonews.com/2021/06/18/conmebol-registro-65-contagios-por-coronavirus-en-la-copa-america/
[2] https://elcooperante.com/pedro-sanchez-recibe-la-primera-dosis-de-la-vacuna-contra-el-coronavirus/
[2] https://bit.ly/3zGZhKn
[2] https://bit.ly/3wGq5s0
[2] https://eldiario.com/2021/04/19/ejercicios-funcion-pulmonar-despues-del-covid-19/
[2] https://www.anandabazar.com/india/all-age-groups-affected-by-the-delta-variant-dgtl/cid/1288115?utm_source=twitter&utm_medium=social&utm_campaign=daily

Top URLs in Tweet in G10:
[6] https://www.stuff.co.nz/national/health/coronavirus/125497383/thirteen-doctors-under-investigation-after-complaints-about-spread-of-covid19-misinformation
[1] https://www.bmj.com/content/373/bmj.n1501?fbclid=IwAR1AtbvM-7K1gmYkNEa2SxSVoAejkIz8Vn0CoD68qE6qCMR41j7d9Iqa9Uo
[1] https://www.dailymail.co.uk/news/article-9699303/Hugely-disruptive-Test-Trace-schools-axed-60-positive-results-negative.html?ito=social-twitter_dailymailUK
[1] https://twitter.com/kpcresearch/status/1406584462482325505
[1] https://www.bradenton.com/news/coronavirus/article252212853.html
[1] https://www.hopkinsmedicine.org/health/conditions-and-diseases/coronavirus/covid19-vaccine-what-parents-need-to-know
[1] https://www.theguardian.com/politics/live/2021/jun/18/lib-dems-victory-tories-chesham-and-amersham-byelection-covid-coronavirus-politics-live
[1] https://www.forbes.com/sites/brucelee/2021/05/14/cdc-says-vaccinated-dont-have-to-wear-face-masks-social-distance-here-are-5-continuing-covid-19-concerns/
[1] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Faction%2FshowPdf%3Fpii%3DS0140-6736%252821%252900306-8&rc=0
[1] https://www.dailymail.co.uk/news/article-9646477/Former-MI6-chief-says-evidence-Wuhan-lab-leak-theory-likely-destroyed-China.html

Top Domains
Top Domains in Tweet in Entire Graph:
[179] co.uk
[143] reuters.com
[140] twitter.com
[118] nhs.uk
[80] trib.al
[77] gov.uk
[75] blogspot.com
[75] eldiario.es
[69] youtube.com
[66] brasil247.com

Top Domains in Tweet in G1:
[38] co.uk
[34] twitter.com
[32] reuters.com
[31] com.ar
[22] blogspot.com
[22] cope.es
[21] com.br
[19] nhs.uk
[19] gov.br
[16] gov.uk

Top Domains in Tweet in G3:
[31] co.uk
[12] nhs.uk
[7] scmp.com
[5] trib.al
[4] business-standard.com
[3] irishtimes.com
[3] indiatvnews.com
[3] indiatoday.in
[3] twitter.com
[3] patrikai.com

Top Domains in Tweet in G4:
[11] stltoday.com
[5] europapress.es
[1] ndtv.com
[1] nytimes.com
[1] cdc.gov
[1] timesofisrael.com
[1] sky.com
[1] com.br
[1] com.au
[1] youtube.com

Top Domains in Tweet in G5:
[12] gov.il
[11] trib.al
[7] apnews.com
[5] sfchronicle.com
[2] dw.com
[2] smartdissent.com
[2] msnbc.com
[1] miamiherald.com
[1] trend.az
[1] telegram.com

Top Domains in Tweet in G6:
[41] brasil247.com
[8] sicnoticias.pt
[4] glo.bo
[4] globo.com
[3] com.br
[2] blogdodina.com
[1] cutt.ly
[1] twitter.com

Top Domains in Tweet in G8:
[5] reuters.com
[2] justthenews.com
[1] yahoo.com
[1] foxnews.com
[1] msn.com
[1] co.uk
[1] youtube.com
[1] europepmc.org
[1] elconfidencial.com
[1] com.au

Top Domains in Tweet in G9:
[11] bit.ly
[9] sportface.it
[5] eldiario.com
[5] latestly.com
[4] trib.al
[4] nakkheeran.in
[3] swissinfo.ch
[3] youtube.com
[3] anandabazar.com
[3] twitter.com

Top Domains in Tweet in G10:
[6] co.nz
[2] co.uk
[1] bmj.com
[1] twitter.com
[1] bradenton.com
[1] hopkinsmedicine.org
[1] theguardian.com
[1] forbes.com
[1] elsevierhealth.com
[1] linkedin.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1434] coronavirus
[800] covid19
[206] palestiniens
[126] deltavariant
[108] covid
[97] covid_19
[84] corona
[74] vaccine
[54] covidー19
[44] china



Top Hashtags in Tweet in G1:
[241] coronavirus
[120] covid19
[36] covid
[31] corona
[15] covid_19
[12] vaccine
[12] euro2020
[10] china
[9] news
[9] sarscov2

Top Hashtags in Tweet in G2:
[208] coronavirus
[205] palestiniens
[21] covid19

Top Hashtags in Tweet in G3:
[40] covid19
[31] coronavirus
[8] ruhlereports
[8] blackfungus
[7] covid19indiahelp
[6] covid_19
[5] breaking
[5] mucormycosis
[4] sabarmatiriver
[4] covidindia

Top Hashtags in Tweet in G4:
[89] deltavariant
[71] covid19
[12] coronavirus
[6] drones
[3] alp
[2] gurugram
[2] 7news
[1] b117
[1] wales
[1] corona

Top Hashtags in Tweet in G5:
[7] covid19
[7] coronavirus
[4] deathpenalty
[2] covid
[1] corona
[1] smartdissent
[1] trumpswamp
[1] corruptgop
[1] foxnews
[1] gopbetrayedamerica

Top Hashtags in Tweet in G6:
[7] g1
[2] 19jforabolsonaro
[2] 19jpovonasruas
[2] coronavirus
[2] impeachmentbolsonarourgente
[1] bomdia
[1] robertojeferson
[1] coronavirusbrasil
[1] cpidacovid
[1] coronapandemic

Top Hashtags in Tweet in G8:
[8] covid19
[6] coronavirus
[4] originofcovid19
[4] china
[3] ccpvirus
[3] unrestrictedbioweapon
[2] corona
[2] limengyan
[2] zc45
[2] zxc21

Top Hashtags in Tweet in G9:
[93] coronavirus
[44] covid19
[26] venezuela
[18] 6/17/2021 12:00:00 AM
[10] 6/20/2021 12:00:00 AM
[10] 6/18/2021 12:00:00 AM
[10] falleció
[9] pandemiaenvenezuela
[8] afp
[8] covidー19

Top Hashtags in Tweet in G10:
[4] coronavirus
[3] covid19
[1] disappointed
[1] covid19vaccines
[1] coronavirusvaccine
[1] covidvaccine
[1] covid19vaccine
[1] scicomm
[1] scipol
[1] wuhanlableak

Top Words
Top Words in Tweet in Entire Graph:
[2933] coronavirus
[1434] #coronavirus
[1324] covid
[919] 19
[801] #covid19
[552] vaccine
[538] क
[499] cases
[455] र
[421] contra

Top Words in Tweet in G1:
[489] coronavirus
[241] #coronavirus
[229] covid
[174] 19
[120] #covid19
[78] casos
[66] cases
[60] delta
[57] coronavírus
[53] vaccine

Top Words in Tweet in G2:
[224] flash
[222] contre
[221] mediavenir
[208] #coronavirus
[207] aux
[207] doses
[205] israël
[205] fournir
[205] #palestiniens
[205] million

Top Words in Tweet in G3:
[131] र
[126] क
[113] व
[79] ल
[75] coronavirus
[70] न
[63] य
[61] द
[59] कर
[58] म

Top Words in Tweet in G4:
[155] school
[154] outbreak
[151] drericding
[138] week
[123] fully
[123] vaccinated
[89] #deltavariant
[77] 44
[77] kids
[77] middle

Top Words in Tweet in G5:
[58] ap
[52] covid
[50] 19
[31] india
[30] germany
[30] coronavirus
[29] dwnews
[24] gt
[20] variant
[19] americans

Top Words in Tweet in G6:
[58] brasil
[56] brasil247
[47] são
[41] diz
[41] mortes
[39] em
[37] bolsonaro
[33] covid
[33] pedro
[33] hallal

Top Words in Tweet in G7:
[214] usar
[214] barbijo
[107] coronavirus
[107] frío
[106] sofiiherrera_

Top Words in Tweet in G8:
[77] drlimengyan1
[75] observational
[75] study
[75] published
[75] medrxiv
[75] found
[75] antimalarial
[75] drug
[75] hcq
[75] along

Top Words in Tweet in G9:
[93] #coronavirus
[44] #covid19
[42] coronavirus
[28] cases
[26] #venezuela
[21] reporteya
[18] #17jun
[18] vacunación
[16] venezuela
[14] contagios

Top Words in Tweet in G10:
[18] coronavirus
[9] pandemic
[9] five
[9] years
[9] ago
[9] secret
[9] parliament
[8] kpcresearch
[8] uk
[8] government

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[833] covid,19
[265] delta,variant
[240] million,doses
[228] vaccins,contre
[221] mediavenir,flash
[214] usar,barbijo
[206] flash,israël
[206] israël,fournir
[206] fournir,aux
[206] aux,#palestiniens

Top Word Pairs in Tweet in G1:
[151] covid,19
[36] delta,variant
[34] #coronavirus,#covid19
[25] coronavirus,pandemic
[23] contra,coronavirus
[22] andalucía,baja
[21] coronavirus,andalucía
[20] #covid19,#coronavirus
[18] pelo,coronavírus
[18] governo,federal

Top Word Pairs in Tweet in G2:
[221] mediavenir,flash
[205] flash,israël
[205] israël,fournir
[205] fournir,aux
[205] aux,#palestiniens
[205] #palestiniens,million
[205] million,doses
[205] doses,vaccins
[205] vaccins,contre
[205] contre,#coronavirus

Top Word Pairs in Tweet in G3:
[48] व,र
[46] र,क
[32] सरक,र
[29] द,व
[25] क,य
[25] कर,न
[25] म,त
[25] त,य
[24] ल,ग
[24] न,स

Top Word Pairs in Tweet in G4:
[123] fully,vaccinated
[77] outbreak,44
[77] 44,kids
[77] kids,middle
[77] middle,school
[77] school,israel
[77] israel,#deltavariant
[77] #deltavariant,second
[77] second,such
[77] such,outbreak

Top Word Pairs in Tweet in G5:
[50] covid,19
[17] delta,variant
[17] first,discovered
[17] discovered,india
[16] variant,first
[16] india,expected
[16] expected,hit
[16] hit,germany
[16] germany,hardest
[16] hardest,autumn

Top Word Pairs in Tweet in G6:
[33] pedro,hallal
[31] políticas,bolsonaro
[31] bolsonaro,são
[31] são,responsáveis
[31] responsáveis,80
[31] 80,mortes
[31] mortes,brasil
[31] brasil,diz
[31] diz,pesquisador
[31] pesquisador,pedro

Top Word Pairs in Tweet in G7:
[214] usar,barbijo
[107] barbijo,coronavirus
[107] coronavirus,usar
[107] barbijo,frío
[106] sofiiherrera_,usar

Top Word Pairs in Tweet in G8:
[75] observational,study
[75] study,published
[75] published,medrxiv
[75] medrxiv,found
[75] found,antimalarial
[75] antimalarial,drug
[75] drug,hcq
[75] hcq,along
[75] along,zinc
[75] zinc,increase

Top Word Pairs in Tweet in G9:
[20] #coronavirus,#venezuela
[16] #17jun,#coronavirus
[12] #coronavirus,#covid19
[12] reporteya,#17jun
[11] covid,19
[10] #falleció,coronavirus
[10] coronavirus,pbro
[10] pbro,wilmer
[10] wilmer,díaz
[10] díaz,actualidad

Top Word Pairs in Tweet in G10:
[9] coronavirus,pandemic
[9] pandemic,five
[9] five,years
[9] years,ago
[9] secret,parliament
[8] uk,government
[8] government,modelled
[8] modelled,coronavirus
[8] ago,kept
[8] kept,fact

Top Replied-To
Top Replied-To in Entire Graph:
@imfspokesperson
@whoafro
@covidpatienthd
@scepter1ras
@21wire
@cnnbrasil
@nytimes
@rene_devries
@cspanwj
@narendramodi

Top Replied-To in G2:
@mediavenir

Top Replied-To in G3:
@covidpatienthd
@narendramodi
@lovepre83966095
@icmrdelhi
@narasimrishpaap
@squawkying
@irishtimes
@supremecourtind
@un

Top Replied-To in G4:
@garuda_gia

Top Replied-To in G5:
@dwnews
@julieandjamey

Top Replied-To in G6:
@paneth0ny

Top Replied-To in G8:
@dathosbd
@purelotusheart1

Top Replied-To in G9:
@medicosunidosve

Top Replied-To in G10:
@cspanwj
@senadorhumberto
@dominic2306
@renancalheiros
@avimaayan
@braincuresltd
@iambiotech
@braincures
@bolsonarosp

Top Mentioned
Top Mentioned in Entire Graph:
@mediavenir
@drericding
@sofiiherrera_
@drlimengyan1
@eldiarioes
@t4recovery
@alexchr77514468
@brasil247
@borisjohnson
@ap

Top Mentioned in G1:
@surajch4248417
@m_usports
@medicalscitech
@miltonrianop
@sunday_take
@thecorpmagazine
@bharat3862
@ddyadagiri
@valofic

Top Mentioned in G2:
@mediavenir

Top Mentioned in G3:
@narendramodi
@narendraaggrwal
@mohfw_india
@politicsforali
@vp
@independent
@mailonline
@keishabottoms
@digvijaya_28
@collectorbhopal

Top Mentioned in G4:
@drericding
@stltoday
@garuda_gia
@drtedros
@devisridhar
@helenclarknz
@kulikovuniatf
@dronenewsfeed
@valaafshar
@gladysb

Top Mentioned in G5:
@ap
@dwnews
@israelipm
@sfchronicle
@gop
@potus
@mtarm
@deathpenaltyact
@rdunhamdpic
@joebiden

Top Mentioned in G6:
@brasil247
@g1
@metropoles
@minsaude
@jairbolsonaro
@sicnoticias
@deputadofederal
@attuchleonardo
@revistaforum
@alencarbraga13

Top Mentioned in G7:
@sofiiherrera_

Top Mentioned in G8:
@drlimengyan1
@lawrencesellin
@jsdfposjpqyuee1
@kalimeralynn
@identitaria
@alvarom_eng
@cdcinteligencia
@piparrahispania
@thedevilops
@victorramonmat

Top Mentioned in G9:
@reporteya
@efectococuyo
@rcr750
@juliocastrom
@carlosjrojas13
@afpespanol
@benq_antonio
@medicosunidosve
@sportface2016
@nbcnews

Top Mentioned in G10:
@who
@kpcresearch
@drmichellebio
@tony_biotech
@onenucleus
@obn_uk
@drtedros
@jeremyfarrar
@iambiotech
@wellcometrust

Top Tweeters
Top Tweeters in Entire Graph:
@elnacionalweb
@caraotadigital
@la_patilla
@zazoomblog
@tomthunkitsmind
@animalsholbox
@jornalistavitor
@el_cooperante
@contrapuntovzla
@sunoticiero

Top Tweeters in G1:
@zazoomblog
@pairsonnalites
@pairsonnalitesu
@andyvermaut
@2001online
@flashbloglive
@tarlouze
@caracolradio
@usrealitycheck
@2am_eu

Top Tweeters in G2:
@fabien_fichaux
@juju2001love
@kouostephane
@jrmiej
@ydahoydaho
@ddaya_23
@mistercool87
@oums_prince_k
@jvgamer205
@kahrolunlan

Top Tweeters in G3:
@independent
@rapplerdotcom
@iflck
@viriyabot
@coronaupdatebot
@dna
@irishtimes
@mwhalan
@indiatvnews
@manojreddiee

Top Tweeters in G4:
@billm9
@monty_chadha
@wechoosewisdom
@9b3or2qditmbdcd
@fermin771009
@laura78703
@europapress
@valaafshar
@angiebeeb
@satrian

Top Tweeters in G5:
@govsherazkhan
@_silversmith
@cryborg
@foxnews
@dianerocks52
@newschannelnine
@howyofwi
@latimes
@webehealthy
@ap

Top Tweeters in G6:
@g1
@sonia_divinaa
@rodp13
@cassiavf
@zehdeabreu
@lulainocente_
@elisetepena
@sicnoticias
@marcianobrito13
@fabiopf08fabio

Top Tweeters in G7:
@aguscont96
@daanielareynoso
@fiajimenez
@miqagarcia_
@miicagomez_
@victorlazarte10
@julietaledo__
@angelesfabbri
@piimartinezz
@frann427

Top Tweeters in G8:
@wilmenbr
@cat_kapow
@hklongman
@indopac_info
@jessie50344442
@kalimeralynn
@bzm84413132
@linfield_fan
@mermaids76
@dannych83145536

Top Tweeters in G9:
@el_cooperante
@venezolanonews
@reporteya
@analitica
@efectococuyo
@ewnupdates
@tavo_ucatolica
@nbcnews
@lanona72756199
@italianoeromano

Top Tweeters in G10:
@nicochan33
@spooney35
@kppotatoes
@petermcc66
@jahbalon
@jblefevre60
@ibtalking
@ipfconline1
@ctyankee007
@tony80554056