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Coronavirus_2021-01-18_01-53-11.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
January 18, 2021
Short Description:
Coronavirus via NodeXL https://bit.ly/2Kpa7j4
@nytimes
@vmrwanda
@ap
@drericding
@mairzymurter
@reuters
@cnni
@skynews
@domingonarvaez1
@time

Top hashtags:
#coronavirus
#covid19
#covid
#covid_19
#covidー19
#deshkamoodonabp
#impeachmentbolsonarourgente
#corona
#china

Description:
Description
The graph represents a network of 10,179 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, 18 January 2021 at 10:17 UTC.

The requested start date was Monday, 18 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 3-day, 0-hour, 3-minute period from Thursday, 14 January 2021 at 13:49 UTC to Sunday, 17 January 2021 at 13:53 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 : 10179
Unique Edges : 4894
Edges With Duplicates : 12090
Total Edges : 16984
Number of Edge Types : 5
Retweet : 5484
MentionsInRetweet : 6047
Mentions : 1677
Tweet : 3356
Replies to : 420
Self-Loops : 3393
Reciprocated Vertex Pair Ratio : 0.00551352737530453
Reciprocated Edge Ratio : 0.0109665901555726
Connected Components : 3020
Single-Vertex Connected Components : 1078
Maximum Vertices in a Connected Component : 1481
Maximum Edges in a Connected Component : 3201
Maximum Geodesic Distance (Diameter) : 28
Average Geodesic Distance : 8.849942
Graph Density : 7.56936202555896E-05
Modularity : 0.5359
NodeXL Version : 1.0.1.442
Data Import : The graph represents a network of 10,179 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, 18 January 2021 at 10:17 UTC.

The requested start date was Monday, 18 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 3-day, 0-hour, 3-minute period from Thursday, 14 January 2021 at 13:49 UTC to Sunday, 17 January 2021 at 13:53 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:
[44] https://apnews.com/article/economy-jobless-claims-archive-coronavirus-pandemic-a0931717c499fbb6861a2d4e2dcb78a8?utm_medium=AP&utm_source=Twitter&utm_campaign=SocialFlow
[42] https://www.reuters.com/article/uk-health-coronavirus-pfizer-idUKKBN29K1HW?taid=60019c651a90330001f1aada&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[28] https://www.independent.co.uk/news/uk/politics/covid-vaccine-dominic-raab-coronavirus-b1788498.html
[27] https://trib.al/jhaejAN
[23] https://www.abplive.com/news/india/desh-ka-mood-abp-news-live-updates-abp-news-survey-farmer-protest-coronavirus-vaccine-1725554
[23] https://abplive.com/live-tv
[22] https://www.jpost.com/health-science/13-people-suffered-face-paralysis-after-corona-vaccine-655542
[18] https://www.antena3.com/noticias/espana/coronavirus-hoy-espana-ultima-hora-restricciones-contagios-vacunas-directo_20210115600126ae098a9d0001024c5d.html
[18] https://www.reuters.com/article/us-health-coronavirus-china-who-tests-idUSKBN29J0UQ?taid=60004c0e5dad480001743ce8&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[16] https://www.reuters.com/article/us-health-coronavirus-russia-vaccine-par/paraguay-approves-russias-sputnik-v-vaccine-rdif-idUSKBN29K1DS

Top URLs in Tweet in G1:
[5] https://www.washingtonpost.com/business/2021/01/14/biden-coronavirus-stimulus-plan/
[4] https://metropole.at/coronavirus-in-austria-week-2-2021/
[3] https://www.theguardian.com/world/2021/jan/15/billionaires-net-worth-coronavirus-pandemic-jeff-bezos-elon-musk
[3] https://news.met.police.uk/news/the-met-urges-londoners-to-stick-to-the-rules-in-order-to-save-lives-418998
[3] https://www.instagram.com/accounts/login/
[3] http://marburg.news/?p=6360
[3] https://ici.radio-canada.ca/nouvelle/1763237/bouclier-canadien-confinement-pandemie-covid-coronavirus-vague
[3] https://www.theguardian.com/us-news/2021/jan/17/us-deportations-coronavirus-pandemic-immigration
[2] https://www.nytimes.com/live/2021/01/14/world/covid19-coronavirus
[2] https://deputyprimeminister.gov.mt/en/health-promotion/covid-19/Pages/covid-19-infographics.aspx

Top URLs in Tweet in G2:
[12] https://trib.al/JvelXCO
[3] https://trib.al/F2bg9ca
[3] https://www.ndtv.com/india-news/coronavirus-vaccine-who-should-and-should-not-get-covid-19-vaccine-a-fact-sheet-2353122
[2] https://www.zeit.de/zustimmung?url=https%3A%2F%2Fwww.zeit.de%2Fwissen%2F2021-01%2Fcorona-variante-b-1-1-7-mutation-gefahr-massnahmen-angela-merkel
[2] https://www.latimes.com/california/newsletter/2021-01-15/king-of-the-hammers-desert-joshua-tree-coronavirus-essential-california
[2] https://www.japantimes.co.jp/news/2021/01/17/world/social-issues-world/coronavirus-children-screens/
[2] https://www.metropoles.com/saude/oms-convoca-reuniao-de-emergencia-sobre-mutacoes-do-novo-coronavirus
[2] https://www.cnbc.com/2021/01/13/moderna-ceo-says-the-world-will-have-to-live-with-the-coronavirus-forever.html?__source=androidappshare
[1] https://cnn.it/2K69hYm
[1] https://cnn.it/35GVdMx

Top URLs in Tweet in G3:
[4] https://www.nytimes.com/2021/01/16/health/coronavirus-transmission-cars.html?smid=tw-share
[3] https://trib.al/pedALil
[3] https://twitter.com/FullDRadio/status/1350054293722820608?s=20
[2] https://trib.al/7bYDHnA
[1] https://nyti.ms/3nKVPqM
[1] https://nyti.ms/2KkpXLQ
[1] https://nyti.ms/3qnPumE
[1] https://www.independent.co.uk/news/uk/politics/covid-vaccine-dominic-raab-coronavirus-b1788498.html
[1] https://www.reuters.com/article/us-health-coronavirus-brazil/amazon-city-resorts-to-mass-graves-as-brazil-covid-19-deaths-soar-idUSKBN22B35Z
[1] https://www.bloomberg.com/tosv2.html?vid=&uuid=3e44e350-533b-11eb-8a10-6be050370f90&url=L25ld3MvYXJ0aWNsZXMvMjAyMS0wMS0xMC9qYXBhbi1zYXlzLWl0LWZvdW5kLW5ldy1jb3JvbmF2aXJ1cy12YXJpYW50

Top URLs in Tweet in G4:
[12] https://www.independent.co.uk/news/uk/politics/covid-vaccine-dominic-raab-coronavirus-b1788498.html
[4] https://time.com/5929246/uk-coronavirus-third-wave/
[3] https://www.weforum.org/agenda/2021/01/innovations-oceans-forests-social-justice-coronavirus?utm_source=twitter&utm_medium=social_scheduler&utm_term=UpLink&utm_content=14/01/2021+13:00
[3] https://www.weforum.org/agenda/2021/01/indonesia-vaccinating-working-population-before-elderly?utm_source=twitter&utm_medium=social_scheduler&utm_term=COVID-19&utm_content=14/01/2021+13:30
[3] https://www.weforum.org/agenda/2021/01/covid-19-coronavirus-pandemic-15-january?utm_source=twitter&utm_medium=social_scheduler&utm_term=COVID-19&utm_content=15/01/2021+13:30
[2] https://www.weforum.org/agenda/2021/01/oxford-covid-vaccine-astrazeneca-coronavirus-uk-global-health-pandemic?utm_source=twitter&utm_medium=social_scheduler&utm_term=United+Kingdom&utm_content=17/01/2021+12:30
[2] https://twitter.com/DrEricDing/status/1350612168211910663
[1] https://cnn.it/35KBP1e
[1] https://cnn.it/3skzJ1X
[1] https://trib.al/X6bAYEs

Top URLs in Tweet in G5:
[40] https://apnews.com/article/economy-jobless-claims-archive-coronavirus-pandemic-a0931717c499fbb6861a2d4e2dcb78a8?utm_medium=AP&utm_source=Twitter&utm_campaign=SocialFlow
[8] 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
[8] https://trib.al/xhVxzZn
[5] https://www.bloomberg.com/news/articles/2021-01-14/covid-vaccine-israel-s-entire-population-may-receive-the-shot-by-spring?utm_campaign=socialflow-organic&utm_medium=social&utm_source=twitter&cmpid=socialflow-twitter-businessweek&utm_content=businessweek
[2] https://www.bloomberg.com/news/articles/2021-01-17/chinese-city-reports-coronavirus-found-on-ice-cream?utm_content=business&cmpid=socialflow-twitter-business&utm_source=twitter&utm_campaign=socialflow-organic&utm_medium=social
[2] https://www.statnews.com/2021/01/15/los-angeles-ambulances-circle-for-hours-icus-full-is-this-what-covid19-has-in-store-for-rest-of-the-country/
[2] https://trib.al/x7ypBwI
[1] https://apnews.com/article/beijing-tianjin-coronavirus-pandemic-wuhan-china-a75ec51c11338190c483c78d65c3348d?utm_source=Twitter&utm_campaign=SocialFlow&utm_medium=AP
[1] https://apnews.com/article/donald-trump-capitol-siege-race-and-ethnicity-ap-top-news-coronavirus-pandemic-80e309418abecd0b1d50ec4762e6d9c6?utm_source=Twitter&utm_campaign=SocialFlow&utm_medium=AP
[1] https://apnews.com/article/pandemics-beijing-animals-xi-jinping-coronavirus-pandemic-db3e9adcbfa801d3e8274c1976ea5fcd?utm_campaign=SocialFlow&utm_source=Twitter&utm_medium=AP

Top URLs in Tweet in G6:
[41] https://www.reuters.com/article/uk-health-coronavirus-pfizer-idUKKBN29K1HW?taid=60019c651a90330001f1aada&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[16] https://www.reuters.com/article/us-health-coronavirus-china-who-tests-idUSKBN29J0UQ?taid=60004c0e5dad480001743ce8&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[10] https://www.reuters.com/article/us-health-coronavirus-britain-shapps-idUSKBN29K0SA?taid=60019b36947f630001ccb7b8&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[6] https://www.reuters.com/article/us-health-coronavirus-vaccines-biden-idUSKBN29K16M?taid=60019a111a90330001f1aace&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[6] https://www.thesun.co.uk/news/13752527/official-coronavirus-r-rate-narrows-below-1-london/?utm_campaign=sunmaintwitter&utm_medium=Social&utm_source=Twitter#Echobox=1610718298
[5] https://www.mirror.co.uk/news/uk-news/breaking-uk-coronavirus-r-rate-23324997?utm_source=twitter.com&utm_medium=social&utm_campaign=sharebar
[3] https://www.reuters.com/article/us-health-coronavirus-vaccines-nursingho-idUSKBN29K1EI?taid=60019d94947f630001ccb7bf&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[2] https://www.reuters.com/article/us-health-coronavirus-austria-protests-idUKKBN29L0LA?taid=60031ba01a90330001f1b115&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[2] https://www.reuters.com/article/us-health-coronavirus-pope-idUSKBN29J1DF?taid=6000395f4156da00013ed0cf&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[2] https://www.reuters.com/article/us-health-coronavirus-pfizer-idUSKBN29K1B8?taid=60018e52947f630001ccb782&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter

Top URLs in Tweet in G7:
[7] http://www.minci.gob.ve/the-coronavirus-prevention/
[6] http://www.psuv.org.ve/temas/noticias/covid-nueva-cepa-variante-coronavirus-brasil-evolucion-viral/
[4] http://www.minci.gob.ve/coronavirus-covid-19/
[2] http://www.minci.gob.ve/el-coronavirus-no-se-ha-ido/
[2] https://www.dailymotion.com/video/x7ypnee
[2] http://www.psuv.org.ve/temas/noticias/oms-china-wuhan-ivestigacion-comision-nacional-salud/
[1] https://actualidad.rt.com/actualidad/380254-venezuela-enviar-tanques-oxigeno-amazonas
[1] https://www.telesurtv.net/news/total-venezolanos-superaron-coronavirus-20210114-0045.html
[1] https://bit.ly/3p37DG4
[1] https://www.telesurtv.net/news/venezuela-brigada-medica-manaos-brasil-coronavirus-20210116-0008.html

Top URLs in Tweet in G8:
[2] http://news.sky.com/story/covid-19-us-intelligence-claims-wuhan-lab-researchers-had-coronavirus-symptoms-before-first-reported-cases-12190416?dcmp=snt-sf-twitter
[2] https://www.independent.co.uk/life-style/royal-family/prince-william-queen-coronavirus-vaccine-b1788331.html?utm_term=Autofeed&utm_medium=Social&utm_content=Echobox&utm_source=Twitter#Echobox=1610839048
[2] https://www.elconfidencial.com/amp/mundo/europa/2020-08-26/no-reabrais-escuelas-coronavirus-controlado_2725123/
[2] https://www.dailymail.co.uk/sciencetech/article-9148077/Up-30-CENT-Londoners-caught-coronavirus.html?ito=push-notification&ci=68504&si=7562182
[1] http://news.sky.com/story/covid-19-how-did-coronavirus-begin-if-our-journey-is-anything-to-go-by-china-wont-make-it-easy-to-find-out-12187866?dcmp=snt-sf-twitter
[1] https://news.sky.com/story/coronavirus-live-latest-uk-news-updates-as-covid-19-cases-spike-12071480
[1] http://news.sky.com/story/covid-19-primark-predicts-1631bn-in-lost-sales-if-lockdowns-persist-to-end-of-february-12187412?dcmp=snt-sf-twitter
[1] https://news.sky.com/story/covid-live-news-latest-uk-updates-hospitals-to-discharge-covid-19-patients-into-care-homes-without-re-testing-as-uk-reports-highest-increase-in-deaths-12184764
[1] http://news.sky.com/story/covid-19-supreme-court-backs-small-firms-over-business-interruption-insurance-claims-12188322?dcmp=snt-sf-twitter
[1] https://news.sky.com/story/covid-19-more-than-2-3m-vaccine-jabs-given-across-england-as-midlands-leads-the-way-12187569

Top URLs in Tweet in G9:
[27] https://trib.al/jhaejAN
[12] https://trib.al/aIaDVqi
[8] https://actualidad.rt.com/actualidad/380451-fiesta-cumpleanos-gato-coronavirus-15-personas-chile
[7] https://trib.al/2b2gWkL
[3] https://trib.al/4y3of2x
[2] https://trib.al/a7HoydN
[2] https://trib.al/iNZk6s6
[2] https://trib.al/62DjH0H
[2] https://www.telecinco.es/informativos/salud/lengua-covid-sintoma-coronavirus_18_3076245048.html
[2] https://www.telecinco.es/informativos/nacional/muere-mujer-sintomas-coronavirus-calle-valencia-be5ma_18_3075195022.html

Top URLs in Tweet in G10:
[3] https://www.dailymail.co.uk/news/article-9146189/Israel-vaccine-60.html?ito=amp_twitter_share-top
[3] https://www.eldestapeweb.com/internacionales/coronavirus/noruega-registra-23-muertes-de-personas-de-tercera-edad-tras-darse-la-vacuna-de-pfizer-20211161150
[3] https://elpais.com/sociedad/2021-01-15/ultimas-noticias-del-coronavirus-en-espana-y-en-el-mundo-en-directo.html?ssm=TW_CM
[3] https://www.dailymail.co.uk/news/article-9147935/Merkel-considers-MEGA-LOCKDOWN-Germany-reports-record-1-244-coronavirus-deaths-24-hours.html?ito=social-twitter_mailonline
[2] https://doxaadministrativo.blogspot.com/2020/09/doxa-900s.html
[2] https://www.eldestapeweb.com/sociedad/vacuna-del-coronavirus/parte-a-moscu-el-segundo-vuelo-que-traera-300-mil-vacunas-sputnik-v-contra-el-coronavirus--20211147330
[2] https://www.eldestapeweb.com/sociedad/vacuna-del-coronavirus/medicos-piden-no-abrir-escuelas-sin-vacunas-y-exigen-paritarias-202111412360
[2] https://elpais.com/sociedad/2021-01-14/ultimas-noticias-del-coronavirus-en-espana-y-en-el-mundo-en-directo.html?ssm=TW_CM
[2] https://elpais.com/sociedad/2021-01-16/ultimas-noticias-del-coronavirus-toques-de-queda-restricciones-y-vacunaciones-en-espana-y-en-el-mundo-en-directo.html'ssm=TW_CM
[2] https://elpais.com/sociedad/2021-01-17/ultimas-noticias-del-coronavirus-toques-de-queda-restricciones-y-vacunaciones-en-espana-y-el-mundo-en-directo.html%C2%A1'ssm=TW_CM

Top Domains
Top Domains in Tweet in Entire Graph:
[262] co.uk
[197] reuters.com
[154] twitter.com
[112] trib.al
[108] com.br
[105] apnews.com
[96] theguardian.com
[82] com.ar
[81] nytimes.com
[76] bit.ly

Top Domains in Tweet in G1:
[48] twitter.com
[38] co.uk
[32] com.ar
[26] com.br
[24] theguardian.com
[20] nytimes.com
[19] washingtonpost.com
[18] reuters.com
[14] patch.com
[12] gov.uk

Top Domains in Tweet in G2:
[20] trib.al
[9] cnn.it
[8] nyti.ms
[5] latimes.com
[4] zeit.de
[4] nytimes.com
[4] news24.com
[3] ndtv.com
[2] nu.nl
[2] co.jp

Top Domains in Tweet in G3:
[5] trib.al
[4] nytimes.com
[3] nyti.ms
[3] twitter.com
[2] reuters.com
[1] co.uk
[1] bloomberg.com
[1] axios.com
[1] apnews.com
[1] theguardian.com

Top Domains in Tweet in G4:
[14] co.uk
[11] weforum.org
[4] time.com
[3] cnn.it
[3] ti.me
[3] twitter.com
[2] theguardian.com
[1] trib.al
[1] facebook.com
[1] sky.com

Top Domains in Tweet in G5:
[55] apnews.com
[17] bloomberg.com
[10] trib.al
[3] reuters.com
[2] statnews.com
[2] yahoo.com
[2] gov.au
[1] theguardian.com
[1] com.au
[1] 24matins.uk

Top Domains in Tweet in G6:
[91] reuters.com
[11] co.uk
[2] reut.rs
[1] trib.al
[1] apnews.com
[1] thedailybeast.com
[1] rte.ie
[1] brazilian.report
[1] net.au

Top Domains in Tweet in G7:
[13] gob.ve
[8] org.ve
[3] telesurtv.net
[2] dailymotion.com
[1] rt.com
[1] bit.ly

Top Domains in Tweet in G8:
[15] sky.com
[6] co.uk
[2] cadenaser.com
[2] elconfidencial.com
[1] francetvinfo.fr
[1] twitter.com

Top Domains in Tweet in G9:
[55] trib.al
[10] rt.com
[8] infobae.com
[6] abc.es
[5] telecinco.es
[3] cnn.it
[3] bbc.in
[2] bit.ly
[2] rtve.es
[1] chequeado.com

Top Domains in Tweet in G10:
[12] elpais.com
[10] co.uk
[9] eldestapeweb.com
[5] jpost.com
[4] bit.ly
[2] blogspot.com
[2] agenciaajn.com
[2] apnews.com
[2] lavanguardia.com
[1] theverge.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1121] coronavirus
[790] covid19
[79] covid
[65] covid_19
[62] covidー19
[54] deshkamoodonabp
[46] impeachmentbolsonarourgente
[41] corona
[35] china
[35] cvoter



Top Hashtags in Tweet in G1:
[250] coronavirus
[119] covid19
[21] covid
[16] covid_19
[16] corona
[13] covidー19
[11] vaccine
[10] lockdown
[7] pandemia
[7] china

Top Hashtags in Tweet in G2:
[12] covid19
[4] coronavirus
[4] hartziv
[3] pandemia
[2] corona
[1] sosamazonas
[1] metropolesentrevistacomrachelsheherazade
[1] coronakrise
[1] ffp2
[1] moderna

Top Hashtags in Tweet in G3:
[91] covid19
[7] sarscov2
[3] publichealth
[3] coronavirus
[1] b117

Top Hashtags in Tweet in G4:
[10] covid19
[10] coronavirus
[3] davosagenda
[3] sustainability
[2] vaccines
[2] stayhome
[1] 50swomen
[1] uncovered
[1] nhs
[1] johnsonhasfailedthenation

Top Hashtags in Tweet in G5:
[4] coronavirus
[2] chine
[2] breaking
[2] everytesthelps
[2] covid19vicdata
[2] iran
[2] vaccins
[2] unemployment
[2] joblessclaims
[1] staysafestayopen

Top Hashtags in Tweet in G6:
[4] globalink
[4] covid19
[2] fightvirus
[2] china
[1] coronavirus
[1] scum
[1] destroychina
[1] boycottchina
[1] dontbuychineseproducts
[1] who

Top Hashtags in Tweet in G7:
[13] publicacionesmippci
[10] graciasrusia
[9] anjuntoalpueblo
[7] leyantibloqueoporlapaz
[5] caracas
[5] 17ene
[5] programasvtv
[4] enunidadpatriótica
[4] envideo
[3] covid19

Top Hashtags in Tweet in G8:
[35] coronavirus
[12] covid19
[2] eyewitness
[1] kayburley
[1] wuhan
[1] china
[1] uk
[1] wales
[1] notacceptable

Top Hashtags in Tweet in G9:
[2] cuba
[1] república_de_paraguay
[1] estado_nación
[1] vacuna
[1] sputnik_v
[1] coronavirus
[1] pandemia

Top Hashtags in Tweet in G10:
[17] zendal
[16] coronavirus
[7] israel
[6] bigdata
[5] iot
[4] uk
[3] israeli
[3] pfizer
[3] jab
[3] europe

Top Words
Top Words in Tweet in Entire Graph:
[4108] coronavirus
[1239] covid
[1121] #coronavirus
[811] 19
[790] #covid19
[692] vaccine
[467] people
[396] क
[364] more
[362] 000

Top Words in Tweet in G1:
[516] coronavirus
[250] #coronavirus
[159] covid
[119] #covid19
[110] 19
[74] vaccine
[45] cases
[41] people
[40] casos
[40] more

Top Words in Tweet in G2:
[87] coronavirus
[82] nytimes
[38] people
[37] pandemic
[36] vaccine
[35] cnn
[31] million
[30] covid
[30] state
[27] nearly

Top Words in Tweet in G3:
[118] drericding
[91] #covid19
[88] manaus
[88] brazil
[86] many
[84] scientists
[83] epidemic
[83] getting
[83] epically
[83] worse

Top Words in Tweet in G4:
[64] doctor_oxford
[59] coronavirus
[52] know
[48] government
[43] willing
[42] something
[42] fda
[42] pfizer
[42] seriously
[42] consider

Top Words in Tweet in G5:
[72] ap
[55] 000
[52] coronavirus
[52] 965
[48] economy
[47] jobless
[47] claims
[46] breaking
[43] virus
[41] high

Top Words in Tweet in G6:
[95] reuters
[68] covid
[62] vaccine
[43] pfizer
[43] deliveries
[43] europe
[41] temporarily
[41] reduces
[32] coronavirus
[18] two

Top Words in Tweet in G7:
[122] coronavirus
[51] venezuela
[50] estado
[50] amazonas
[48] brasileño
[45] oxígeno
[45] colapso
[44] enviará
[44] tanques
[44] ante

Top Words in Tweet in G8:
[52] skynews
[50] human
[40] coronavirus
[35] #coronavirus
[28] over
[26] breaking
[26] one
[26] evidence
[25] vaccine
[25] preliminary

Top Words in Tweet in G9:
[113] coronavirus
[50] ivermectina
[50] previene
[50] sabemos
[50] medicamento
[50] dicen
[50] científicos
[48] cnnee
[30] covid
[28] actualidadrt

Top Words in Tweet in G10:
[72] coronavirus
[33] el_pais
[31] última
[31] hora
[26] 00
[25] toque
[25] queda
[24] comunidad
[21] adelanta
[19] people

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[774] covid,19
[185] coronavirus,vaccine
[143] coronavirus,pandemic
[127] contra,coronavirus
[107] coronavirus,variant
[98] #covid19,#coronavirus
[94] human,human
[94] human,transmission
[92] 965,000
[91] novel,coronavirus

Top Word Pairs in Tweet in G1:
[104] covid,19
[30] #covid19,#coronavirus
[21] #coronavirus,#covid19
[19] coronavirus,vaccine
[15] coronavirus,pandemic
[13] contra,coronavirus
[13] 19,vaccine
[13] ice,cream
[12] novo,coronavírus
[12] क,र

Top Word Pairs in Tweet in G2:
[24] last,week
[21] covid,19
[15] first,time
[15] coronavirus,pandemic
[15] unemployment,claims
[15] claims,rose
[15] rose,sharply
[15] sharply,last
[15] week,over
[15] over,million

Top Word Pairs in Tweet in G3:
[83] brazil,manaus
[83] manaus,#covid19
[83] #covid19,epidemic
[83] epidemic,getting
[83] getting,epically
[83] epically,worse
[83] worse,many
[83] many,scientists
[83] scientists,suspect
[82] drericding,brazil

Top Word Pairs in Tweet in G4:
[42] government,know
[42] know,something
[42] something,fda
[42] fda,pfizer
[42] pfizer,seriously
[42] seriously,willing
[42] willing,consider
[42] consider,gambling
[41] doctor_oxford,government
[19] 30,seconds

Top Word Pairs in Tweet in G5:
[52] 965,000
[46] jobless,claims
[40] breaking,jobless
[40] claims,jump
[40] jump,965
[40] 000,layoffs
[40] layoffs,remain
[40] remain,high
[40] high,economy
[40] economy,grip

Top Word Pairs in Tweet in G6:
[43] vaccine,deliveries
[43] deliveries,europe
[43] covid,vaccine
[41] pfizer,temporarily
[41] temporarily,reduces
[41] reduces,covid
[41] reuters,pfizer
[16] denies,entry
[16] entry,two
[16] team,members

Top Word Pairs in Tweet in G7:
[48] estado,brasileño
[48] brasileño,amazonas
[44] venezuela,enviará
[44] enviará,tanques
[44] tanques,oxígeno
[44] oxígeno,estado
[44] amazonas,ante
[44] ante,colapso
[44] colapso,sanitario
[44] sanitario,coronavirus

Top Word Pairs in Tweet in G8:
[25] preliminary,investigations
[25] investigations,conducted
[25] conducted,chinese
[25] chinese,authorities
[25] authorities,found
[25] found,clear
[25] clear,evidence
[25] evidence,human
[25] human,human
[25] human,transmission

Top Word Pairs in Tweet in G9:
[50] ivermectina,previene
[50] previene,coronavirus
[50] coronavirus,sabemos
[50] sabemos,medicamento
[50] medicamento,dicen
[50] dicen,científicos
[41] cnnee,ivermectina
[28] covid,19
[14] corbata,protege
[14] protege,covid

Top Word Pairs in Tweet in G10:
[31] última,hora
[25] toque,queda
[24] el_pais,última
[21] adelanta,toque
[18] comunidad,madrid
[17] #zendal,pelotazo
[17] castilla,león
[16] president,elect
[16] elect,joe
[16] joe,biden

Top Replied-To
Top Replied-To in Entire Graph:
@borisjohnson
@realvindusingh
@karishmak_tanna
@iaf_mcc
@matthancock
@rubikaliyaquat
@suzanneevans1
@nygovcuomo
@dondellacroce
@jankowskisuemi

Top Replied-To in G2:
@nytimes
@cnn
@estadao
@ebonyjhilton_md

Top Replied-To in G3:
@snowwhiteandrea

Top Replied-To in G4:
@wef
@timerich
@cnni

Top Replied-To in G5:
@pierreward3

Top Replied-To in G6:
@xhnews

Top Replied-To in G8:
@skynews
@l214
@adrianbarbon

Top Replied-To in G9:
@horusbuto

Top Mentioned
Top Mentioned in Entire Graph:
@drericding
@reuters
@nytimes
@ap
@norbertelekes
@doctor_oxford
@fonsiloaiza
@skynews
@drolufunmilayo
@cnnee

Top Mentioned in G1:
@laprovinciabsas
@andressanto_
@mauri_smm_seo
@zhenahuang1
@philiperandell
@spainmmg
@tomifers
@diariobc
@fabia12658558
@fispahani

Top Mentioned in G2:
@nytimes
@cnn
@cnbcjulianna
@news24
@latimes
@googlenews
@zeitonline
@gbnews24_7
@estadaointer
@estadao

Top Mentioned in G3:
@drericding
@nytscience
@xanderkoolman
@cnnpolitics
@fulldradio
@radioarlington
@robenfarzad
@wp
@covidupdate2020
@nytimes

Top Mentioned in G4:
@doctor_oxford
@cnni
@dgurdasani1
@channel4news
@wef
@dianaeverington
@time
@pressgazette
@wefuplink
@johnrashton47

Top Mentioned in G5:
@ap
@nbcnews
@bw
@business
@afp
@reuters
@zekejmiller
@cnn
@msavarese
@dlbiller

Top Mentioned in G6:
@reuters
@thesun
@xhnews
@mirrorbreaking_
@thedailybeast
@skynews
@nytimes
@ap
@independent
@_benfinnegan

Top Mentioned in G7:
@mippcivzla
@yulitza_73647
@yu
@alejabolivarian
@nicolasmaduro
@vtvcanal8
@partidopsuv
@telesurtv
@thefatleo
@jaarreaza

Top Mentioned in G8:
@skynews
@who
@independent
@fcbarcelona
@carrusel
@ellarguero
@carlosarribas
@asturiasesvida
@georgefreemanmp
@chesh

Top Mentioned in G9:
@cnnee
@actualidadrt
@bbcmundo
@infobae
@abc_es
@informativost5
@rtvenoticias
@nachristakis
@eltiempo
@sorayacastroll

Top Mentioned in G10:
@el_pais
@ernestoekaizer
@mailonline
@ap_politics
@ryanstruyk
@eldestapeweb
@jerusalem_post
@juancortese
@mikequindazzi
@chidambara09

Top Tweeters
Top Tweeters in Entire Graph:
@elnacionalweb
@caraotadigital
@la_patilla
@zazoomblog
@rojname_com
@contrapuntovzla
@m_m1941
@somostn
@dolartoday
@sportsbookbtc

Top Tweeters in G1:
@zazoomblog
@rojname_com
@contrapuntovzla
@sportsbookbtc
@notaveraz
@datos365
@tuitores
@titrespresse
@venezolanonews
@watsupafrica

Top Tweeters in G2:
@s9tmt
@world_news_eng
@reneevoicebrand
@yocibou
@nytimes
@estadao
@politico
@news24
@cnn
@latimes

Top Tweeters in G3:
@johnjoechad
@babun1515
@lawgirl318
@ribrib010
@cinghsian
@wavetop
@vbrighthorses
@coolcalmstrom
@c_nancyr
@cnnpolitics

Top Tweeters in G4:
@dingabelle
@uncleprober
@time
@hausofrushdi
@glynis_fisher
@terryelaineh1
@saured6
@sequoia2001
@dianaeverington
@cnni

Top Tweeters in G5:
@robre62
@insdatainter
@business
@journeyproducti
@mel_storni
@pelleg1gabriell
@michaelmiguelce
@paruchgretchen
@ohhmyysyd
@nbcnews

Top Tweeters in G6:
@reuters
@viriyabot
@thesun
@krishworlds
@thedailybeast
@clive_a_boyce
@vmrwanda
@miyakilee
@appliedsoft
@saramimeonjeoda

Top Tweeters in G7:
@telesurtv
@vtvcanal8
@partidopsuv
@mippcivzla
@alejabolivarian
@heriluzqm
@kike42
@odirfges
@enma0406
@briggittems1

Top Tweeters in G8:
@independent
@betigulceylan
@skynews
@jlfleite
@ajaygolmalgobi
@rospay15
@ikhwansolveig
@la_ser
@gperdikaris
@iinderz

Top Tweeters in G9:
@viejis39
@infobae
@actualidadrt
@eltiempo
@jesusromero2_7
@abc_es
@bbcmundo
@jaimeiaragon
@rtvenoticias
@cnnee

Top Tweeters in G10:
@chidambara09
@el_pais
@thedeveloperbot
@15barco
@sasam1714
@mailonline
@taniagroe
@momrovin
@tonicesteve
@veronicacris


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