COVID, Twitter, 1/15/2021 11:40:03 AM, 245657


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COVID_2021-01-15_00-58-22.xlsx
COVID_2021-01-15_00-58-22.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
January 15, 2021
Short Description:
COVID via NodeXL https://bit.ly/3srfKOY
@expert_clinical
@borisjohnson
@nortonynwa
@narendramodi
@satendersinghn2
@pmoindia
@talkradio
@joebiden
@juliahb1
@toadmeister

Top hashtags:
#covid19
#covid
#graciasrusia
#covid_19
#14ene
#coronavirus
#covid_19mx
#edoméx

Description:
Description
The graph represents a network of 12,395 Twitter users whose tweets in the requested range contained "COVID", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 15 January 2021 at 09:17 UTC.

The requested start date was Friday, 15 January 2021 at 01:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 2-day, 0-hour, 0-minute period from Tuesday, 12 January 2021 at 13:46 UTC to Thursday, 14 January 2021 at 13:47 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 : 12395
Unique Edges : 7339
Edges With Duplicates : 11455
Total Edges : 18794
Number of Edge Types : 5
Tweet : 3699
Retweet : 5297
MentionsInRetweet : 6307
Mentions : 2603
Replies to : 888
Self-Loops : 3743
Reciprocated Vertex Pair Ratio : 0.0056848089272555
Reciprocated Edge Ratio : 0.0113053491049932
Connected Components : 4085
Single-Vertex Connected Components : 1126
Maximum Vertices in a Connected Component : 804
Maximum Edges in a Connected Component : 1513
Maximum Geodesic Distance (Diameter) : 32
Average Geodesic Distance : 7.373419
Graph Density : 6.21844438905655E-05
Modularity : 0.590572
NodeXL Version : 1.0.1.442
Data Import : The graph represents a network of 12,395 Twitter users whose tweets in the requested range contained "COVID", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 15 January 2021 at 09:17 UTC.

The requested start date was Friday, 15 January 2021 at 01:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 2-day, 0-hour, 0-minute period from Tuesday, 12 January 2021 at 13:46 UTC to Thursday, 14 January 2021 at 13:47 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
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:
[11] https://www.instagram.com/accounts/login/
[10] https://www.washingtonpost.com/opinions/2021/01/12/bonnie-watson-coleman-covid-republicans-masks/
[9] http://www.granma.cu/cuba-covid-19/2021-01-14/otra-soberana-respuesta-de-cuba-al-bloqueo-y-a-la-pandemia-14-01-2021-00-01-13
[9] https://www.cbsnews.com/news/china-covid-wuhan-world-health-organization-allowed-in-probe-coronavirus-origin/?ftag=CNM-00-10aab7e&linkId=109124904
[8] https://twitter.com/evangelion_co/status/1349658148215300097
[7] https://probabilityandlaw.blogspot.com/search/label/COVID?m=1
[7] https://uol.page.link/t2rtK
[7] https://twitter.com/james_benedetto/status/1348860386930552833
[6] https://tatsuharug.com/covid-kanagawa
[6] https://www.bloomberg.com/news/features/2021-01-14/covid-testing-minnesota-is-the-best-state-for-checking-for-coronavirus?utm_content=businessweek&cmpid=socialflow-twitter-businessweek&utm_source=twitter&utm_campaign=socialflow-organic&utm_medium=social

Top URLs in Tweet in G1:
[8] https://www.instagram.com/accounts/login/
[3] https://www1.folha.uol.com.br/colunas/painel/2021/01/ministerio-da-saude-pressiona-manaus-e-diz-ser-inadmissivel-nao-usar-cloroquina-contra-covid-19.shtml?utm_source=twitter&utm_medium=social&utm_campaign=comptw
[2] https://www.deportebalear.com/2021/01/12/los-hermanos-pedro-y-david-ponseti-se-preparan-para-un-importante-2021-pendientes-de-la-evolucion-de-la-covid-19/
[2] https://www.bbc.co.uk/news/uk-55631693
[2] https://twitter.com/james_benedetto/status/1348860386930552833
[2] https://www.e-gov.go.jp/
[2] https://www.soumu.go.jp/main_sosiki/hyouka/soudan_n/soudan_uketuke.html
[2] https://www.livemint.com/news/india/india-records-lowest-daily-rise-in-covid-19-cases-in-over-7-months-11610454697910.html
[2] https://jornalapagina.com/bolsonaro-tentou-sabotar-medidas-contra-covid-19-diz-relatorio-anual-da-human-rights-watch/
[2] https://parentsecurityonline.com/morristown-hsa-presents-parenting-through-covid-wed-jan-13-parenting/

Top URLs in Tweet in G2:
[6] https://mazo4f.com/rodriguez-titulares-de-nyt-afp-y-ap-quedaron-frios-ante-el-control-del-covid-19-en-venezuela
[5] http://www.minci.gob.ve/coronavirus-covid-19/
[4] http://www.minci.gob.ve/sudafrica-regula-fronteras-para-contener-segunda-ola-de-covid-19/
[4] https://twitter.com/Mippcivzla/status/1349681653464129537
[3] https://www.vtv.gob.ve/romulo-otero-dio-positivo-por-covid-19/
[2] https://mazo4f.com/ministro-de-defensa-de-colombia-da-positivo-a-prueba-diagnostica-de-covid-19
[2] http://www.minci.gob.ve/alba-debe-perfeccionar-los-tratamientos-para-combatir-el-covid-19/
[2] http://www.minci.gob.ve/rusia-inicio-ensayos-de-la-vacuna-sputnik-light-anti-covid-19/
[2] https://bit.ly/3ibawCc
[2] https://mazo4f.com/oms-alerta-sobre-la-deteccion-en-japon-de-una-nueva-cepa-de-covid-19-importada-desde-brasil

Top URLs in Tweet in G3:
[2] https://youtu.be/Hhat2vJ5PV4
[2] https://onlinelibrary.wiley.com/doi/10.1111/eci.13484?cookieSet=1
[1] https://youtu.be/gp2E6coBREc
[1] https://twitter.com/hsjeditor/status/1349266493566029828
[1] https://twitter.com/samfr/status/1349711728725123074
[1] https://www.theguardian.com/business/2021/jan/14/pimlico-plumbers-to-introduce-no-jab-no-job-work-contracts-covid?CMP=fb_gu&utm_medium=Social&utm_source=Facebook&fbclid=IwAR1IGpheInG4qgZ3M5d1hh-t17yxHtvDBqY8BFzK_bUHH2hdh4GL06FvJy8#Echobox=1610624032
[1] https://www.itv.com/news/2021-01-14/record-45-million-on-hospital-waiting-lists-as-impact-of-covid-hits-home
[1] http://Wubands.com
[1] https://www.wsj.com/articles/chinese-covid-19-tests-were-pushed-by-federal-agencies-despite-security-warnings-11610533802?reflink=desktopwebshare_twitter
[1] https://on.wsj.com/35BOK5C

Top URLs in Tweet in G4:
[2] https://twitter.com/i/events/1348888176744546307
[1] https://jayapal.house.gov/2021/01/11/covid-test/
[1] https://twitter.com/ayannapressley/status/1349047072977252358
[1] https://on.msnbc.com/2XBfq1T
[1] https://www.ny.gov/vaccine
[1] https://www.pscp.tv/w/1mnxeanobnaxX
[1] https://www.nbcnews.com/news/asian-america/rep-jayapal-after-covid-diagnosis-mob-gop-was-selfish-fueled-n1253992
[1] https://www.washingtonpost.com/opinions/2021/01/12/bonnie-watson-coleman-covid-republicans-masks/?tid=ss_tw
[1] https://www.climatedepot.com/2020/12/21/analysis-mask-mandates-worthless-may-increase-covid-cases-with-mask-mandates-in-place-states-say-10-more-cases-per-100k-population/
[1] https://www.climatedepot.com/2021/01/10/watch-morano-on-fox-and-friends-on-bill-gates-private-jet-covid-lockdown-hypocrisy-gates-is-1-carbon-footprint-of-all-celebrity-climate-activists-30k-a-month-electricity-bill-at-his-home/

Top URLs in Tweet in G5:
[7] https://probabilityandlaw.blogspot.com/search/label/COVID?m=1
[2] https://onlinelibrary.wiley.com/doi/10.1111/eci.13484?cookieSet=1
[2] https://www.mirror.co.uk/news/uk-news/exhausted-nurses-picture-highlights-gruelling-23302566
[1] https://twitter.com/NHSEngland/status/1349655454511726594
[1] https://www.theguardian.com/world/2021/jan/14/outrage-as-people-in-coventry-asked-to-travel-100-miles-for-covid-jab
[1] https://twitter.com/Telegraph/status/1349072532360589320
[1] https://news.sky.com/story/covid-19-dozens-of-patients-in-london-to-transfer-from-hospital-to-converted-four-star-hotel-12186995?dcmp=snt-sf-twitter
[1] https://twitter.com/Covid19Critical/status/1349341927183962112?s=19
[1] https://leftlockdownsceptics.com/f/our-analysis-of-lockdown-and-covid-fascism

Top URLs in Tweet in G6:
[1] https://pib.gov.in/PressReleasePage.aspx?PRID=1688607
[1] https://www.indiatoday.in/coronavirus-outbreak/story/jharkhand-receives-1-62-lakh-doses-of-covid-19-vaccine-1758582-2021-01-13
[1] https://www.meitystartuphub.in/
[1] https://www.bloombergquint.com/coronavirus-outbreak/indias-covid-19-vaccine-trial-participants-claim-they-were-misled
[1] https://bwfworldtour.bwfbadminton.com/news-single/2021/01/12/update-on-positive-covid-19-cases-at-asian-leg-of-hsbc-bwf-world-tour/
[1] https://travelobiz.com/hyderabad-and-dubai-airports-ties-up-to-export-covid-19-vaccine/
[1] https://www.ndtv.com/india-news/pm-modi-to-visit-pharma-firm-zydus-covid-19-vaccine-centre-in-gujarat-tomorrow-2331019
[1] https://www.thedailystar.net/online/news/india-says-it-hadnt-banned-export-covid-19-vaccine-warns-misinformation-2022901

Top URLs in Tweet in G7:
[1] https://abcn.ws/3iarBwf
[1] https://abcn.ws/2XzVdJW
[1] https://twitter.com/CNN/status/1349310249610698752
[1] https://www.nytimes.com/2021/01/08/health/coronavirus-marcella-nunez-smith.html
[1] https://twitter.com/Cleavon_MD/status/1348194355912208384
[1] https://www-cbsnews-com.cdn.ampproject.org/v/s/www.cbsnews.com/amp/news/brad-schneider-pramila-jayapal-bonnie-watson-coleman-covid-19-capitol-riots/?amp_js_v=a6&_gsa=1&usqp=mq331AQHKAFQArABIA%3D%3D#aoh=16105451068746&referrer=https%3A%2F%2Fwww.google.com&_tf=From%20%251%24s&share=https%3A%2F%2Fwww.cbsnews.com%2Fnews%2Fbrad-schneider-pramila-jayapal-bonnie-watson-coleman-covid-19-capitol-riots%2F
[1] https://twitter.com/14thstreetblues/status/1348872480853798913

Top URLs in Tweet in G8:
[1] https://bit.ly/3oHQLVp
[1] https://bit.ly/39qGtmf
[1] https://www.theguardian.com/politics/2021/jan/13/boris-johnson-a-defensive-man-with-much-to-be-defensive-about
[1] https://threadreaderapp.com/thread/1349701110588710916.html
[1] https://threadreaderapp.com/thread/1349023997493710849.html
[1] https://twitter.com/bbctomedwards/status/1349650712444203008
[1] https://www.conservativehome.com/platform/2021/01/toby-young-obrien-is-wrong-censorship-is-never-the-answer.html

Top URLs in Tweet in G9:
[9] https://www.cbsnews.com/news/china-covid-wuhan-world-health-organization-allowed-in-probe-coronavirus-origin/?ftag=CNM-00-10aab7e&linkId=109124904
[3] https://www.cbsnews.com/news/covid-19-vaccine-uk-mass-vaccination-race-against-cornoavirus-variant/?ftag=CNM-00-10aab7e&linkId=108954722
[2] https://www.who.int/news-room/spotlight/a-year-without-precedent-who-s-covid-19-response/
[2] https://www.theguardian.com/commentisfree/2021/jan/12/overwhelmed-nhs-covid-britain-hospitals
[1] https://www.youtube.com/watch?v=waU-WXJkhuA&feature=youtu.be

[1] https://www.who.int/ihr/procedures/novel-coronavirus-2019/en/
[1] https://cbsn.ws/2XEBw3r
[1] https://www.cbsnews.com/news/china-covid-wuhan-world-health-organization-allowed-in-probe-coronavirus-origin/
[1] https://investors.pfizer.com/events-and-presentations/event-details/2021/39th-Annual-JP-Morgan-Healthcare-Conference--COVID-19-Vaccines-Keynote-Panel/default.aspx
[1] https://www.theguardian.com/world/2020/dec/29/who-warns-covid-19-pandemic-is-not-necessarily-the-big-one

Top URLs in Tweet in G10:
[5] https://www1.folha.uol.com.br/cotidiano/2021/01/bolsonaro-tenta-sabotar-medidas-contra-covid-19-diz-relatorio-da-human-rights-watch.shtml?utm_source=twitter&utm_medium=social&utm_campaign=twfolha
[2] https://g1.globo.com/go/goias/noticia/2021/01/13/caiado-sanciona-lei-que-proibe-a-vacinacao-obrigatoria-contra-a-covid-19-em-goias.ghtml?utm_source=twitter&utm_medium=social&utm_campaign=g1
[2] http://g1.globo.com/mundo/noticia/2021/01/13/bolsonaro-tentou-sabotar-medidas-contra-covid-19-diz-relatorio-anual-da-human-rights-watch.ghtml?utm_source=twitter&utm_medium=social&utm_campaign=g1
[2] https://g1.globo.com/mundo/noticia/2021/01/14/papa-francisco-e-papa-emerito-bento-xvi-foram-vacinados-contra-a-covid-19.ghtml?utm_source=twitter&utm_medium=social&utm_campaign=g1
[2] https://www1.folha.uol.com.br/educacao/2021/01/diretor-responsavel-pelo-enem-morre-de-covid-em-meio-a-pressao-para-adiar-exame.shtml?utm_source=twitter&utm_medium=social&utm_campaign=twfolha
[2] https://www1.folha.uol.com.br/equilibrioesaude/2021/01/estudante-brasileira-de-26-anos-fora-do-grupo-de-risco-e-vacinada-contra-a-covid-19-em-israel.shtml?utm_source=twitter&utm_medium=social&utm_campaign=twfolha
[1] https://www.metropoles.com/gastronomia/comer/a-experiencia-de-oito-dias-sem-paladar-de-um-cozinheiro-com-covid-19
[1] https://www.metropoles.com/brasil/direitos-humanos-br/bolsonaro-tenta-sabotar-medidas-contra-covid-19-diz-human-rights-watch
[1] https://g1.globo.com/mundo/noticia/2021/01/14/eua-e-china-passam-de-10-milhoes-de-vacinas-de-covid-aplicadas.ghtml?utm_source=twitter&utm_medium=social&utm_campaign=g1
[1] https://www1.folha.uol.com.br/equilibrioesaude/2021/01/indonesia-inicia-vacinacao-contra-a-covid-19-com-a-coronavac.shtml?utm_source=twitter&utm_medium=social&utm_campaign=twfolha

Top Domains
Top Domains in Tweet in Entire Graph:
[360] twitter.com
[125] co.uk
[84] com.br
[56] bit.ly
[49] theguardian.com
[32] com.mx
[30] youtube.com
[29] nytimes.com
[27] gob.ve
[27] sky.com

Top Domains in Tweet in G1:
[122] twitter.com
[23] co.uk
[20] com.br
[13] theguardian.com
[11] instagram.com
[10] google.com
[8] com.mx
[6] com.ar
[6] blogspot.com
[6] linkedin.com

Top Domains in Tweet in G2:
[27] gob.ve
[14] mazo4f.com
[6] twitter.com
[4] org.ve
[3] bit.ly
[1] youtube.com

Top Domains in Tweet in G3:
[4] wsj.com
[3] youtu.be
[2] wiley.com
[2] twitter.com
[1] theguardian.com
[1] itv.com
[1] wubands.com

Top Domains in Tweet in G4:
[4] twitter.com
[2] washingtonpost.com
[2] climatedepot.com
[1] house.gov
[1] msnbc.com
[1] ny.gov
[1] pscp.tv
[1] nbcnews.com
[1] cornell.edu
[1] newsday.com

Top Domains in Tweet in G5:
[7] blogspot.com
[3] twitter.com
[2] wiley.com
[2] co.uk
[1] theguardian.com
[1] sky.com
[1] leftlockdownsceptics.com

Top Domains in Tweet in G6:
[1] gov.in
[1] indiatoday.in
[1] meitystartuphub.in
[1] bloombergquint.com
[1] bwfbadminton.com
[1] travelobiz.com
[1] ndtv.com
[1] thedailystar.net

Top Domains in Tweet in G7:
[3] twitter.com
[2] abcn.ws
[1] nytimes.com
[1] ampproject.org

Top Domains in Tweet in G8:
[2] bit.ly
[2] threadreaderapp.com
[1] theguardian.com
[1] twitter.com
[1] conservativehome.com

Top Domains in Tweet in G9:
[13] cbsnews.com
[7] theguardian.com
[4] who.int
[1] youtube.com
[1] cbsn.ws
[1] pfizer.com
[1] twitter.com
[1] co.uk
[1] oup.com
[1] apnews.com

Top Domains in Tweet in G10:
[12] com.br
[7] globo.com
[2] metropoles.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[285] covid19
[263] covid
[138] graciasrusia
[104] covid_19
[92] 14ene
[58] coronavirus
[37] covid_19mx
[28] edoméx
[28] enunidadpatriótica
[26] covidvaccine



Top Hashtags in Tweet in G1:
[46] covid19
[45] covid
[20] coronavirus
[10] covid_19
[10] bwhi
[10] bwhiequity
[10] protectblackwomenshealth
[10] bwhipolicy
[10] healthequity
[10] protectblackwomen

Top Hashtags in Tweet in G2:
[129] graciasrusia
[82] 14ene
[23] enunidadpatriótica
[14] notimippci
[11] envideo
[10] covid_19
[9] mensajeanual
[8] modoactivo
[6] lodijo
[5] publicacionesmippci

Top Hashtags in Tweet in G3:
[6] covid19uk
[1] lockdowns
[1] covidmarshal

Top Hashtags in Tweet in G4:
[2] covidvaccination
[1] sots2021
[1] covid19vaccine
[1] onev1

Top Hashtags in Tweet in G5:
[2] pmqs
[2] covid19
[2] tigray
[1] unlockthepolice
[1] forgottenvictims
[1] covidfacts
[1] gmleojohnson
[1] bestwesternpluscroyden
[1] tigraygenocide
[1] blm

Top Hashtags in Tweet in G6:
[5] covid19
[5] covaxin
[4] onlineexamsfor9thand11th
[4] indiafightscorona
[4] covid
[2] unite2fightcorona
[2] covid_19
[2] covidwarriors
[2] pahlejaanfirgyan
[2] anuragtyagiclasses

Top Hashtags in Tweet in G7:
[6] dv2021
[4] dv2020
[2] familyvisa
[2] noban
[1] noban_on_immigration
[1] mondaymotivation

Top Hashtags in Tweet in G8:
[1] lockdown
[1] covid

Top Hashtags in Tweet in G9:
[10] covid19
[3] covid
[2] singapore
[2] everybreathcounts
[1] leaders
[1] trustbarometer
[1] leadership
[1] jpm2021
[1] actogether
[1] investinoxygen

Top Hashtags in Tweet in G10:
[7] g1
[3] vacina
[2] covid19
[2] coronavirus
[2] bolsonaro
[2] bolsonarocorruptodoano
[2] vacinaparatodos
[1] pandemia
[1] bolsonarogenocida
[1] vacinaeimpeachmentja

Top Words
Top Words in Tweet in Entire Graph:
[8107] covid
[3616] 19
[666] vaccine
[555] people
[525] contra
[428] more
[351] positive
[302] deaths
[294] não
[287] test

Top Words in Tweet in G1:
[1054] covid
[481] 19
[90] vaccine
[58] people
[48] contra
[46] #covid19
[45] #covid
[44] health
[42] cases
[40] more

Top Words in Tweet in G2:
[162] covid
[160] 19
[129] #graciasrusia
[110] vacuna
[105] minsaludve
[100] sputnik
[96] día
[87] uso
[86] segura
[85] aprobó

Top Words in Tweet in G3:
[150] covid
[110] 19
[53] juliahb1
[51] drdavidsamadi
[50] far
[49] more
[49] deaths
[46] media
[44] recoveries
[44] common

Top Words in Tweet in G4:
[133] covid
[108] repjayapal
[101] capitol
[96] 19
[91] positive
[89] being
[87] room
[77] locked
[77] down
[75] received

Top Words in Tweet in G5:
[78] covid
[22] borisjohnson
[17] matthancock
[14] vaccine
[14] expert
[13] health
[13] during
[12] time
[12] people
[12] know

Top Words in Tweet in G6:
[42] covid
[21] 19
[20] vaccine
[14] students
[12] 9th
[12] 11th
[11] pmoindia
[11] take
[10] india
[10] during

Top Words in Tweet in G7:
[28] covid
[25] joebiden
[17] 19
[13] virus
[13] workers
[12] need
[12] take
[11] re
[11] teeth
[11] crisis

Top Words in Tweet in G8:
[144] covid
[70] 19
[69] neildotobrien
[69] deaths
[66] toadmeister
[64] uk
[64] tragically
[64] hits
[64] record
[64] number

Top Words in Tweet in G9:
[27] covid
[19] 19
[14] cbsnews
[13] china
[12] finally
[12] wuhan
[10] #covid19
[10] lets
[10] probe
[10] origins

Top Words in Tweet in G10:
[41] covid
[25] universidade
[25] não
[24] reitor
[24] pelotas
[24] contra
[23] 19
[20] jairbolsonaro
[18] presidente
[17] federal

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[3478] covid,19
[426] contra,covid
[211] 19,vaccine
[207] positive,covid
[168] covid,vaccine
[119] 19,deaths
[105] 19,test
[93] tested,positive
[93] locked,down
[92] due,covid

Top Word Pairs in Tweet in G1:
[474] covid,19
[39] contra,covid
[36] 19,vaccine
[29] covid,vaccine
[17] casos,covid
[14] positive,covid
[12] covid,test
[12] vaksin,covid
[11] 19,pandemic
[11] 19,cases

Top Word Pairs in Tweet in G2:
[158] covid,19
[87] uso,sputnik
[85] minsaludve,aprobó
[85] aprobó,uso
[85] sputnik,vacuna
[85] vacuna,segura
[83] segura,eficaz
[77] #graciasrusia,minsaludve
[65] contra,covid
[64] día,#graciasrusia

Top Word Pairs in Tweet in G3:
[110] covid,19
[44] 19,recoveries
[44] recoveries,far
[44] far,more
[44] more,common
[44] common,covid
[44] 19,deaths
[44] deaths,media
[44] media,makes
[44] makes,seem

Top Word Pairs in Tweet in G4:
[96] covid,19
[87] positive,covid
[77] being,locked
[77] locked,down
[75] received,positive
[75] 19,test
[75] test,result
[75] result,being
[75] down,secured
[75] secured,room

Top Word Pairs in Tweet in G5:
[9] covid,19
[9] last,week
[9] week,pm
[9] pm,government
[9] government,allocated
[9] allocated,additional
[9] additional,12
[9] 12,billion
[9] billion,mental
[9] mental,health

Top Word Pairs in Tweet in G6:
[21] covid,19
[12] 9th,11th
[8] take,responsibility
[8] responsibility,class
[8] class,9th
[8] 11th,students
[8] students,infected
[8] infected,covid
[8] 19,during
[8] during,offline

Top Word Pairs in Tweet in G7:
[17] covid,19
[11] re,teeth
[11] teeth,crisis
[11] crisis,need
[11] need,take
[11] take,immediate
[11] immediate,action
[11] action,virus
[11] virus,under
[11] under,control

Top Word Pairs in Tweet in G8:
[70] covid,19
[64] uk,tragically
[64] tragically,hits
[64] hits,record
[64] record,number
[64] number,covid
[64] 19,deaths
[64] deaths,covid
[64] covid,sceptic
[63] sceptic,chief

Top Word Pairs in Tweet in G9:
[19] covid,19
[10] china,finally
[10] finally,lets
[10] lets,wuhan
[10] wuhan,probe
[10] probe,covid
[10] 19,origins
[8] cbsnews,china
[4] emergency,committee
[4] turn,government

Top Word Pairs in Tweet in G10:
[24] reitor,universidade
[23] covid,19
[21] contra,covid
[15] presidente,jairbolsonaro
[14] máscaras,caem
[14] caem,esse
[14] esse,ex
[14] ex,reitor
[14] universidade,federal
[14] federal,pelotas

Top Replied-To
Top Replied-To in Entire Graph:
@mippcivzla
@sarasidnercnn
@zaidzamanhamid
@borisjohnson
@breaking911
@apopey
@nick_pye
@mapleleafs
@roadsidemum
@a_sabo12

Top Replied-To in G2:
@mippcivzla
@taniapsuv
@minsaludve

Top Replied-To in G3:
@juliahb1
@drdavidsamadi
@tim47222
@philippentland
@markholmes1978
@trevt1972
@marksharon_dp
@markapd43
@outofleftfield9
@csanders578

Top Replied-To in G4:
@breaking911
@repjayapal
@thelastword
@bostonmichele
@nygovcuomo
@cbsthismorning
@phyllisodi
@bensiegel
@billpascrell

Top Replied-To in G5:
@borisjohnson
@roadsidemum
@matthancock
@thechefie
@hjelliwell
@stat_o_guy
@luciemorrismarr
@nickystar911
@greatalexandor
@martindaubney

Top Replied-To in G6:
@nidhiindiatv
@gmnwrailway
@railminindia
@theanuragtyagi
@incometaxindia
@sodhigeet
@avinashp9dr

Top Replied-To in G7:
@joebiden
@tedlieu
@variety
@joncoopertweets
@grantnoland

Top Replied-To in G8:
@planetzuma
@good_thoughts12
@neildotobrien
@repschneider

Top Replied-To in G9:
@abramjee
@cbsnews
@drzwelimkhize
@novicus
@rodent950

Top Replied-To in G10:
@fabiocasca999
@g1
@danny_bonacordi
@iserrapilheira
@rodrigomaia
@marcelopilon
@agente_p_2020
@flualexetina

Top Mentioned
Top Mentioned in Entire Graph:
@repjayapal
@minsaludve
@neildotobrien
@toadmeister
@juliahb1
@mippcivzla
@nicolasmaduro
@drdavidsamadi
@syntaxplus
@okinafitto

Top Mentioned in G1:
@jaireuacredito
@ospapin
@asdrubal1963
@propertyaspects
@lamlibs
@marfrakan
@clinicallarcat
@waka__chang
@astartiel

Top Mentioned in G2:
@minsaludve
@mippcivzla
@nicolasmaduro
@vtvcanal8
@vilma_meche
@conciliaflores
@erikapsuv
@luis_villegasr
@presidencialve
@luchaalmada

Top Mentioned in G3:
@juliahb1
@drdavidsamadi
@wsj
@talkradio
@scott180142
@paulembery
@ollybishop
@timspector
@shaunbaileyuk
@iancollinsuk

Top Mentioned in G4:
@repjayapal
@repbonnie
@nygovcuomo
@lawrence
@janicedean
@thelastword
@jakesherman
@therecount
@breaking911
@kimmythepooh

Top Mentioned in G5:
@borisjohnson
@matthancock
@marcusrashford
@drrosena
@michaelyeadon3
@unlocked_uk_
@nadhimzahawi
@davidlammy
@stat_o_guy
@irenegarth1946

Top Mentioned in G6:
@pmoindia
@theanuragtyagi
@mygovindia
@pib_india
@mohfw_india
@nsaina
@cbseindia29
@railwayseva
@drharshvardhan
@apdguwahati

Top Mentioned in G7:
@joebiden
@kamalaharris
@speakerpelosi
@fbi
@abc
@travelgov
@transition46
@senkamalaharris
@alexpadilla4ca
@blainekell6

Top Mentioned in G8:
@neildotobrien
@toadmeister
@threadreaderapp
@wood5y
@planetzuma
@aaronbastani
@repschneider
@sarkisz
@t

Top Mentioned in G9:
@cbsnews
@who
@secpompeo
@drzwelimkhize
@georgemonbiot
@jeremyfarrar
@mvankerkhove
@pfizer
@drmikeryan
@chrischirp

Top Mentioned in G10:
@jairbolsonaro
@biakicis
@folha
@danielpmerj
@g1
@metropoles
@rachelsherazade
@pedrohallal
@rodrigomaia
@jamillemfg

Top Tweeters
Top Tweeters in Entire Graph:
@elnacionalweb
@caraotadigital
@la_patilla
@zazoomblog
@infoitinterno
@tesco
@jornalistavitor
@filafresh
@sectest9
@lasillarota

Top Tweeters in G1:
@elnacionalweb
@zazoomblog
@infoitinterno
@laredrevela
@pairsonnalites
@enteremonos
@waka__chang
@loudl
@magicdmw
@stigmabase

Top Tweeters in G2:
@conelmazodando
@vtvcanal8
@amelia74698445
@partidopsuv
@yasmi70
@rnvinformativa
@gustavoviloriar
@nilsonvivas1
@quiskillosa
@luibustilloso

Top Tweeters in G3:
@yeah_tyler
@susanvermazen
@wsj
@rdtbook
@iromg
@bravesgasm
@erikschouweile2
@lianamurphy
@scrumtiousval
@juliahb1

Top Tweeters in G4:
@thinkkimthink
@feinberg_linda
@muvaxxtei
@politibunny
@_rlmt
@__redlily__
@nursepeggy52
@gotmtv
@joylove221
@robersonma

Top Tweeters in G5:
@royalmail
@landorcan
@carlark3
@fionn114
@omitbdf
@piethagoram
@labcold
@karlsmi00479109
@icklepickle
@drwaheeduddin

Top Tweeters in G6:
@railwayseva
@indiatoday
@railminindia
@timesofindia
@indiatvnews
@zeenews
@pib_india
@manavnautiya
@cnbctv18news
@angeliajthn

Top Tweeters in G7:
@teram323tere
@peacepox
@abc
@variety
@joncoopertweets
@tomiahonen
@dontbeinsane_
@blainekell6
@spunkygaga
@paddydubpatrick

Top Tweeters in G8:
@threadreaderapp
@patrickandrews
@creativeblock_
@merman1974
@philp83
@wood5y
@2primates
@aaronbastani
@edwardharkins
@planetzuma

Top Tweeters in G9:
@laurahennesse11
@medit8now
@cbsnews
@gperdikaris
@abramjee
@voanews
@mxolisibob
@viewfromengland
@vxx46
@mllekatmichele

Top Tweeters in G10:
@g1
@folha
@souza_maurilio
@bot_corona_v
@reallytando
@metropoles
@oliverra_pintad
@albertoargentin
@scheillamesqui1
@anittabebesita


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