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Coronavirus_2021-02-22_01-56-43.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
February 22, 2021
Short Description:
Coronavirus via NodeXL https://bit.ly/3dz3tmF
@cnn
@nytimes
@wsj
@ap
@pedroalfonsode3
@shardsecure
@ema_news
@potus
@washingtonpost
@luispal65440039

Top hashtags:
#coronavirus
#covid19
#covid
#vaccine
#corona
#covid_19
#dispositivocarnavalesbioseguros
#44244

Description:
Description
The graph represents a network of 9,704 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, 22 February 2021 at 10:21 UTC.

The requested start date was Friday, 19 February 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, 5-minute period from Tuesday, 16 February 2021 at 13:47 UTC to Thursday, 18 February 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 : 9704
Unique Edges : 4734
Edges With Duplicates : 11879
Total Edges : 16613
Number of Edge Types : 5
Retweet : 5323
MentionsInRetweet : 5984
Tweet : 3224
Mentions : 1726
Replies to : 356
Self-Loops : 3278
Reciprocated Vertex Pair Ratio : 0.00457456541628545
Reciprocated Edge Ratio : 0.00910746812386157
Connected Components : 2823
Single-Vertex Connected Components : 1119
Maximum Vertices in a Connected Component : 1803
Maximum Edges in a Connected Component : 4161
Maximum Geodesic Distance (Diameter) : 30
Average Geodesic Distance : 10.808453
Graph Density : 8.1628827962965E-05
Modularity : 0.532849
NodeXL Version : 1.0.1.443
Data Import : The graph represents a network of 9,704 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, 22 February 2021 at 10:21 UTC.

The requested start date was Friday, 19 February 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, 5-minute period from Tuesday, 16 February 2021 at 13:47 UTC to Thursday, 18 February 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:
[36] https://www.breitbart.com/entertainment/2021/02/15/robert-de-niros-london-nobu-restaurant-took-coronavirus-relief-program-loans/
[24] https://mazo4f.com/espana-suma-10057-nuevos-casos-de-coronavirus-24-horas
[23] https://trib.al/tRIojLa
[22] https://www.breitbart.com/clips/2021/02/16/fauci-i-prefer-not-to-comment-on-gov-cuomo-mishandling-coronavirus/
[22] https://elpais.com/sociedad/2020-12-12/ultimas-noticias-del-coronavirus-en-espana-y-en-el-mundo-en-directo.html?ssm=IG_CM
[16] https://www.cnnchile.com/coronavirus/izkia-siches-ninos-adolescentes-contagio-transmision-covid-19_20210216/
[15] https://www.dailymail.co.uk/news/article-9265495/Mystery-plunge-coronavirus-cases-India-baffles-experts-country-recorded-11m-infections.html
[12] https://www.focus.de/gesundheit/coronavirus/im-zdf-talk-von-markus-lanz-moment-mal-stopp-modellrechnung-von-pandemieexperte-schockiert-lanz-zutiefst_id_12996219.html?rnd=443
[12] https://ici.radio-canada.ca/nouvelle/1767870/immigration-canada-residents-coronavirus-frontiere
[12] https://elpais.com/sociedad/2021-02-17/ultimas-noticias-del-coronavirus-en-directo-casos-restricciones-y-vacunas-en-espana-y-en-el-mundo.html?ssm=TW_CM

Top URLs in Tweet in G1:
[6] https://www.newscientist.com/article/2268014-exclusive-two-variants-have-merged-into-heavily-mutated-coronavirus/
[6] https://apnews.com/article/pandemics-coronavirus-pandemic-robert-anderson-hispanics-united-states-f4caaf4555563d09e927f1798136a869
[5] https://www.focus.de/gesundheit/coronavirus/im-zdf-talk-von-markus-lanz-moment-mal-stopp-modellrechnung-von-pandemieexperte-schockiert-lanz-zutiefst_id_12996219.html?rnd=443
[4] https://www.foxbusiness.com/economy/jobless-claims-coronavirus-pandemic-feb-13-2021
[4] https://www.wsj.com/articles/weekly-jobless-claims-coronavirus-02-18-2021-11613607535
[3] https://apnews.com/article/pandemics-coronavirus-pandemic-texas-b40b902991b75d8ae4000a20bccd6af4
[3] https://www3.nhk.or.jp/news/special/coronavirus/data/
[3] https://www.worldometers.info/coronavirus/country/us/
[3] https://www.cbsnews.com/news/covid-vaccine-variants-third-shot-bill-gates/
[3] https://catherinecarrigan.com/can-deep-breathing-help-you-get-through-the-coronavirus-pandemic/

Top URLs in Tweet in G2:
[8] https://www.weforum.org/agenda/2021/02/covid19-coronavirus-tourism-aviation-industry-decline?utm_source=twitter&utm_medium=social_scheduler&utm_term=COVID-19&utm_content=18/02/2021+13:30
[4] https://www.weforum.org/agenda/2021/02/german-sniffer-dogs-detect-covid-19-coronavirus-pandemic-canine?utm_source=twitter&utm_medium=social_scheduler&utm_term=Germany&utm_content=16/02/2021+11:00
[3] https://trib.al/6pQhNRi
[2] https://www.sudouest.fr/sante/coronavirus/covid-19-nous-pourrions-payer-tres-cher-tout-relachement-avertit-gabriel-attal-1348560.php
[1] https://trib.al/6vkFuZt
[1] https://apnews.com/article/race-and-ethnicity-covid-19-pandemic-coronavirus-pandemic-513af43ca962bc622dced5de9c7f9aa7?utm_campaign=SocialFlow&utm_source=Twitter&utm_medium=AP
[1] https://apnews.com/article/pandemics-coronavirus-pandemic-texas-b40b902991b75d8ae4000a20bccd6af4?utm_medium=AP&utm_source=Twitter&utm_campaign=SocialFlow
[1] https://apnews.com/article/taiwan-china-coronavirus-pandemic-blogging-50170ca73ed1f25ae769723e86c4d169?utm_medium=AP&utm_source=Twitter&utm_campaign=SocialFlow
[1] https://apnews.com/article/world-news-tokyo-coronavirus-pandemic-japan-olympic-games-1d146ac28b1241845bc5defe7f090536?utm_campaign=SocialFlow&utm_source=Twitter&utm_medium=AP
[1] https://apnews.com/hub/coronavirus-pandemic?utm_source=Twitter&utm_campaign=SocialFlow&utm_medium=AP

Top URLs in Tweet in G3:
[24] https://mazo4f.com/espana-suma-10057-nuevos-casos-de-coronavirus-24-horas
[9] http://avn.info.ve/node/496210
[9] http://diariovea.com.ve/caracas-lidero-contagios-por-covid-19-por-quinto-dia-consecutivo/
[3] https://www.vtv.gob.ve/nba-suspende-otros-cinco-partidos-por-casos-de-coronavirus-en-los-spurs/
[2] http://www.minci.gob.ve/the-coronavirus-prevention/
[1] https://bit.ly/3dmPYX3
[1] https://twitter.com/NicolasMaduro/status/1362124674545647621

Top URLs in Tweet in G4:
[10] https://trib.al/dnbWpV6
[5] https://www.reuters.com/article/us-health-coronavirus-vaccine-vatican-idUSKBN2AI1IC?taid=602e602e7b82180001f79bb7&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[5] https://www.npr.org/sections/goatsandsoda/2021/02/05/964447070/where-did-the-coronavirus-variants-come-from
[4] https://www.pewresearch.org/topics/coronavirus-disease-2019-covid-19/
[3] https://www.reuters.com/article/us-health-coronavirus-safrica-astrazenec-idUSKBN2AG0SJ?taid=602bcd9b49ab4100012d6244&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[3] https://www.reuters.com/article/us-health-coronavirus-slaoui-centessa-idUSKBN2AG16C?taid=602bca3d49ab4100012d6238&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[3] https://www.reuters.com/article/us-health-coronavirus-vaccines-variants-idUSKBN2AH2VG?taid=602d9ed17b82180001f7979c&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[3] https://www.reuters.com/article/us-health-coronavirus-hongkong-idUSKBN2AI0I8?taid=602e09717bfe410001226f12&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[3] https://nytv.to/z5BeB
[3] https://www.fanpage.it/live/coronavirus-ultime-notizie-18-febbraio/22/?ref=shortener

Top URLs in Tweet in G6:
[15] https://www.cnnchile.com/coronavirus/izkia-siches-ninos-adolescentes-contagio-transmision-covid-19_20210216/
[9] https://www.elespectador.com/noticias/el-mundo/chile-vacuno-a-dos-millones-de-personas-contra-el-coronavirus-en-menos-de-dos-semanas/
[5] https://www.chvnoticias.cl/coronavirus/izkia-siches-ninos-adolescentes-contagiar-transmitir-covid-19_20210216/
[5] https://www.xywanews2o21.com/coronavirus/a-pesar-de-los-obstaculos-la-pandemia-no-ha-frenado-a-los-caminantes/
[4] https://trib.al/JsDXjGS
[3] https://trib.al/Udw5NOY
[3] http://dqtjif.bitlydns.net/2021/02/16/detectan-una-nueva-cepa-de-coronavirus-en-reino-unido-y-otros-nueve-paises/
[3] http://dqtjif.bitlydns.net/2021/02/15/cuando-podria-estar-el-mundo-libre-de-coronavirus-lo-que-dicen-algunos-expertos/
[3] https://www.elespectador.com/noticias/salud/el-fin-de-semana-llegaran-a-colombia-192-mil-vacunas-de-sinovac-contra-el-coronavirus/
[2] https://trib.al/7gY2VVI

Top URLs in Tweet in G7:
[22] https://elpais.com/sociedad/2020-12-12/ultimas-noticias-del-coronavirus-en-espana-y-en-el-mundo-en-directo.html?ssm=IG_CM
[12] https://elpais.com/sociedad/2021-02-17/ultimas-noticias-del-coronavirus-en-directo-casos-restricciones-y-vacunas-en-espana-y-en-el-mundo.html?ssm=TW_CM
[8] https://www.clarin.com/mundo/coronavirus-rusia-admite-capacidad-satisfacer-demanda-sputnik-v_0_Y2YFSiszd.html?utm_term=Autofeed&utm_medium=Social&utm_source=Twitter#Echobox=1613651412
[3] https://www.telam.com.ar/notas/202102/544926-coronavirus-descenso-esperanza-vida-eeuu.html
[2] https://bit.ly/3s36UpF
[2] https://buenosaires.gob.ar/vacunacovid
[2] http://www.cooperativa.cl/noticias/sociedad/salud/coronavirus/hospital-de-iquique-habilito-30-camas-criticas-durante-enero/2021-02-17/084251.html
[2] https://www.ambito.com/informacion-general/coronavirus/quiros-si-cada-uno-hace-un-esfuerzo-diario-la-segunda-ola-va-llegar-tarde-n5170417
[1] https://www.sciencemuseumgroup.org.uk/blog/coronavirus-should-we-infect-young-people-with-covid-19/
[1] https://www.reuters.com/article/us-health-coronavirus-vaccines-variants-idUSKBN2AH2VG

Top URLs in Tweet in G8:
[12] https://ici.radio-canada.ca/nouvelle/1767870/immigration-canada-residents-coronavirus-frontiere
[4] https://www.cbc.ca/news/politics/covid-vaccine-coronavirus-covax-1.5917733
[3] https://www.cbc.ca/news/politics/joanne-langley-task-force-covid-coronavirus-vaccine-1.5910452
[2] https://news.google.com/__i/rss/rd/articles/CBMif2h0dHBzOi8vaW5kaWFuZXhwcmVzcy5jb20vYXJ0aWNsZS9pbmRpYS9mcmVlLWNvcm9uYXZpcnVzLXZhY2NpbmUtZm9yLW5leHQtcHJpb3JpdHktZ3JvdXAtYmVpbmctZGlzY3Vzc2VkLWhhcnNoLXZhcmRoYW4tNzE5MDM4NC_SAYQBaHR0cHM6Ly9pbmRpYW5leHByZXNzLmNvbS9hcnRpY2xlL2luZGlhL2ZyZWUtY29yb25hdmlydXMtdmFjY2luZS1mb3ItbmV4dC1wcmlvcml0eS1ncm91cC1iZWluZy1kaXNjdXNzZWQtaGFyc2gtdmFyZGhhbi03MTkwMzg0L2xpdGUv?oc=5&utm_source=dlvr.it&utm_medium=twitter
[1] https://globalnews.ca/news/7642779/coronavirus-cases-fall-india-experts/?utm_source=%40globalnews&utm_medium=Twitter
[1] https://www.cityspidey.com/news/13000/should-follow-guidelines-after-getting-covid-vaccine-says-city-doctor
[1] https://twitter.com/justintrudeau/status/1361778243779633156
[1] https://news.google.com/__i/rss/rd/articles/CBMiemh0dHBzOi8vd3d3LmhhYXJldHouY29tL2lzcmFlbC1uZXdzL2Nvcm9uYXZpcnVzLWlzcmFlbC1saXZlLXJlc2VhcmNoZXJzLXVyZ2UtZGVsYXlpbmctc2Vjb25kLXBmaXplci12YWNjaW5lLWRvc2UtMS45NTQ4ODgy0gEA?oc=5&utm_source=dlvr.it&utm_medium=twitter
[1] https://news.google.com/__i/rss/rd/articles/CBMia2h0dHBzOi8vd3d3Lmpwb3N0LmNvbS9oZWFsdGgtc2NpZW5jZS9wb2xsLWZpbmRzLWlzcmFlbHMtdmFjY2luYXRpb24tcmF0ZXMtdmFyeS1ieS1wb2xpdGljYWwtdmlldy1uMTItNjU5MjE50gFuaHR0cHM6Ly9tLmpwb3N0LmNvbS8vaGVhbHRoLXNjaWVuY2UvcG9sbC1maW5kcy1pc3JhZWxzLXZhY2NpbmF0aW9uLXJhdGVzLXZhcnktYnktcG9saXRpY2FsLXZpZXctbjEyLTY1OTIxOS9hbXA?oc=5&utm_source=dlvr.it&utm_medium=twitter
[1] https://www.ndr.de/

Top URLs in Tweet in G9:
[23] https://trib.al/tRIojLa
[11] https://trib.al/BpJmnG5
[3] https://www.ctvnews.ca/health/coronavirus/canadian-researchers-say-pfizer-vaccine-s-second-dose-can-be-delayed-as-first-is-highly-effective-1.5313926?utm_medium=trueAnthem&taid=602e68597bfe4100012270c8&utm_campaign=trueAnthem%3A+Trending+Content&utm_source=twitter&cid=sm%3Atrueanthem%3A%7B%7Bcampaignname%7D%7D%3Atwitterpost%E2%80%8B
[2] https://reut.rs/2ZqKrGC
[2] https://www.ctvnews.ca/health/coronavirus/two-variants-merge-to-form-first-recorded-recombinant-virus-1.5312679?cid=sm%3Atrueanthem%3A%7B%7Bcampaignname%7D%7D%3Atwitterpost%E2%80%8B&taid=602de64a7bfe410001226e63&utm_campaign=trueAnthem%3A+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[2] https://www.ctvnews.ca/health/coronavirus/covid-19-conspiracy-shows-vast-reach-of-chinese-disinformation-1.5309394?cid=sm%3Atrueanthem%3A%7B%7Bcampaignname%7D%7D%3Atwitterpost%E2%80%8B&taid=602a9e0ebbd8010001ee619d&utm_campaign=trueAnthem%3A+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[2] https://www.ctvnews.ca/health/coronavirus/seattle-woman-90-walks-over-9-km-through-snow-for-vaccine-1.5311111?cid=sm%3Atrueanthem%3A%7B%7Bcampaignname%7D%7D%3Atwitterpost%E2%80%8B&taid=602c94cc49ab4100019e24ad&utm_campaign=trueAnthem%3A+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[2] https://www.ctvnews.ca/health/coronavirus/one-third-of-u-s-military-refusing-covid-19-vaccine-pentagon-1.5313567?cid=sm%3Atrueanthem%3A%7B%7Bcampaignname%7D%7D%3Atwitterpost%E2%80%8B&taid=602e3e307bfe410001226ff8&utm_campaign=trueAnthem%3A+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[2] https://www.ctvnews.ca/health/coronavirus/1-in-8-health-care-workers-with-coronavirus-show-no-symptoms-canadian-study-finds-1.5313225
[2] https://www.mirror.co.uk/news/uk-news/vulnerable-kids-parents-covid-coronavirus-21852510

Top URLs in Tweet in G10:
[10] https://www.foxnews.com/politics/biden-coronavirus-california-floridas-similar-covid-numbers-beyond-explanation
[3] https://www.theguardian.com/us-news/2021/feb/18/us-life-expectancy-covid-coronavirus-cdc?utm_term=Autofeed&CMP=twt_gu&utm_medium&utm_source=Twitter#Echobox=1613654055
[3] https://www.bradenton.com/news/coronavirus/article249278430.html
[2] https://www.theguardian.com/us-news/live/2021/feb/16/joe-biden-covid-coronavirus-economy-andrew-cuomo-donald-trump-live-updates?utm_term=Autofeed&CMP=twt_gu&utm_medium&utm_source=Twitter#Echobox=1613471710
[2] https://www.theguardian.com/world/live/2021/feb/18/coronavirus-live-news-un-says-130-countries-have-not-received-a-single-vaccine-dose?utm_term=Autofeed&CMP=twt_gu&utm_medium&utm_source=Twitter#Echobox=1613607617
[2] https://thehill.com/policy/healthcare/539170-first-two-fema-mass-vaccination-sites-open-in-california
[2] https://thehill.com/policy/finance/539316-irs-says-all-stimulus-payments-have-been-sent
[2] https://apnews.com/article/pandemics-coronavirus-pandemic-robert-anderson-hispanics-united-states-f4caaf4555563d09e927f1798136a869
[1] https://on.msnbc.com/3dhsPFx
[1] https://trib.al/uswWgk2

Top Domains
Top Domains in Tweet in Entire Graph:
[174] twitter.com
[171] co.uk
[136] reuters.com
[129] trib.al
[85] nytimes.com
[77] com.br
[77] com.ar
[69] apnews.com
[65] breitbart.com
[58] bit.ly

Top Domains in Tweet in G1:
[58] twitter.com
[43] com.ar
[39] co.uk
[31] com.br
[25] reuters.com
[22] apnews.com
[19] cnn.com
[17] nytimes.com
[17] theguardian.com
[11] msn.com

Top Domains in Tweet in G2:
[16] apnews.com
[13] weforum.org
[11] trib.al
[5] cnn.it
[3] nbcnews.to
[2] nytimes.com
[2] gouvernement.fr
[2] sudouest.fr
[1] apne.ws
[1] com.br

Top Domains in Tweet in G3:
[24] mazo4f.com
[9] info.ve
[9] com.ve
[5] gob.ve
[1] bit.ly
[1] twitter.com

Top Domains in Tweet in G4:
[37] reuters.com
[12] trib.al
[9] nyti.ms
[9] npr.org
[8] fanpage.it
[7] reut.rs
[7] nytimes.com
[5] nytv.to
[4] pewresearch.org
[3] abcn.ws

Top Domains in Tweet in G6:
[17] trib.al
[16] cnnchile.com
[14] elespectador.com
[13] cnn.it
[8] bitlydns.net
[6] xywanews2o21.com
[6] cnn.com
[5] chvnoticias.cl
[4] eltiempo.com
[3] bit.ly

Top Domains in Tweet in G7:
[35] elpais.com
[9] clarin.com
[8] cooperativa.cl
[7] com.ar
[6] bit.ly
[4] gob.ar
[3] ambito.com
[2] org.uk
[2] dw.com
[1] reuters.com

Top Domains in Tweet in G8:
[12] radio-canada.ca
[7] cbc.ca
[6] google.com
[1] globalnews.ca
[1] cityspidey.com
[1] twitter.com
[1] ndr.de
[1] newsweek.com

Top Domains in Tweet in G9:
[34] trib.al
[17] ctvnews.ca
[7] co.uk
[2] reut.rs
[2] msn.com
[1] itv.com
[1] yahoo.com
[1] nhs.uk
[1] nytimes.com
[1] washingtonpost.com

Top Domains in Tweet in G10:
[11] foxnews.com
[8] theguardian.com
[4] thehill.com
[3] nytimes.com
[3] bradenton.com
[2] cdc.gov
[2] apnews.com
[1] msnbc.com
[1] trib.al
[1] reuters.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1007] coronavirus
[621] covid19
[73] covid
[55] vaccine
[52] corona
[48] covid_19
[38] dispositivocarnavalesbioseguros
[35] 44244
[30] sarscov2
[28] lockdown



Top Hashtags in Tweet in G1:
[232] coronavirus
[103] covid19
[22] covid
[17] corona
[10] coronavírus
[9] pandemia
[8] pandemic
[7] astrazeneca
[7] saúde
[6] sarscov2

Top Hashtags in Tweet in G2:
[28] covid19
[11] coronavirus
[5] tousanticovid
[4] animals
[3] breaking
[3] finland
[3] helsinki
[2] tenirensemble
[2] cbsn
[1] aviation

Top Hashtags in Tweet in G3:
[35] dispositivocarnavalesbioseguros
[24] elmazo7añosconchavez
[17] covid_19
[15] preveniresvencer
[13] 2/17/2021 12:00:00 AM
[13] corpivensa
[12] sputnikvenvenezuela
[10] 2/16/2021 12:00:00 AM
[8] 2/14/2021 12:00:00 AM
[8] recreaciónbiosegura

Top Hashtags in Tweet in G4:
[4] brexit
[2] varianti
[2] coronavirus
[1] staysafe
[1] pandemic
[1] outbreak
[1] vaccine
[1] defundnpr

Top Hashtags in Tweet in G6:
[5] coronavirus
[4] atvnoticiasediciónmatinal
[2] lomásvistocnn
[1] 2/14/2021 12:00:00 AM
[1] covid19

Top Hashtags in Tweet in G7:
[10] cooperativaencasa
[6] coronavirus
[3] covid19
[2] iquique
[2] cooperativaregiones
[2] sanantoniodeareco
[1] confinamiento
[1] hambre
[1] covid10
[1] israel

Top Hashtags in Tweet in G8:
[14] covid19
[14] free_copr_post_march18
[12] coronavirus
[8] cdnpoli
[7] vaccine
[6] immigrantsarenottourists
[5] hnn24x7
[4] breakingnews
[4] corona
[4] coprsarenottourists

Top Hashtags in Tweet in G9:
[11] coronavirus
[4] covid19
[3] vaccine
[3] greatreset
[2] lockdown
[2] politics
[1] kmfmnews
[1] smallbiz
[1] boostitlikebiden
[1] ukmusic

Top Hashtags in Tweet in G10:
[9] covid19
[5] sarscov2
[2] b117
[2] b1351
[1] stopkillingfloridians
[1] desantisfailedflorida
[1] desantiskillsflorida
[1] resignnow

Top Words
Top Words in Tweet in Entire Graph:
[3851] coronavirus
[1162] covid
[1007] #coronavirus
[881] 19
[621] #covid19
[591] vaccine
[591] contra
[406] 000
[394] more
[361] vacunación

Top Words in Tweet in G1:
[599] coronavirus
[232] #coronavirus
[184] covid
[137] 19
[103] #covid19
[77] vaccine
[68] cases
[61] contra
[57] pandemic
[51] 000

Top Words in Tweet in G2:
[135] last
[134] ap
[131] 000
[128] 861
[110] week
[103] claims
[101] jobless
[86] breaking
[83] still
[82] cnn

Top Words in Tweet in G3:
[201] coronavirus
[89] medidas
[85] mippcivzla
[58] cuido
[56] riesgo
[56] covid
[56] 19
[52] contra
[51] infección
[49] siguientes

Top Words in Tweet in G4:
[88] coronavirus
[63] reuters
[35] nytimes
[34] covid
[30] pandemic
[30] government
[30] year
[29] vaccine
[28] last
[24] 19

Top Words in Tweet in G5:
[141] reprogramaron
[141] hora
[141] vacunación
[141] hoy
[141] cali
[141] señor
[141] ministro
[141] justicia
[141] alcance
[141] llegar

Top Words in Tweet in G6:
[77] coronavirus
[71] cnnee
[63] contra
[63] covid
[61] 19
[32] personas
[32] pueden
[30] vacunación
[27] vacunas
[24] síntomas

Top Words in Tweet in G7:
[50] vacunación
[45] última
[45] hora
[39] el_pais
[31] coronavirus
[30] plan
[28] vacuna
[19] pfizer
[18] andalucía
[18] aprobará

Top Words in Tweet in G8:
[42] coronavirus
[32] sir
[28] cases
[27] online
[27] school
[22] students
[22] marcomendicino
[18] take
[17] please
[16] class

Top Words in Tweet in G9:
[82] coronavirus
[35] bbcnews
[29] uk
[25] found
[24] variant
[23] another
[19] borisjohnson
[19] vaccine
[13] pfizer
[13] first

Top Words in Tweet in G10:
[59] coronavirus
[42] desantis
[37] news
[36] important
[35] ron
[35] again
[35] making
[35] excuses
[35] callous
[35] response

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[829] covid,19
[330] contra,coronavirus
[190] coronavirus,vaccine
[165] 861,000
[158] last,week
[145] died,coronavirus
[142] reprogramaron,hora
[142] hora,vacunación
[142] vacunación,hoy
[142] hoy,cali

Top Word Pairs in Tweet in G1:
[127] covid,19
[39] contra,coronavirus
[27] coronavirus,pandemic
[26] #coronavirus,#covid19
[23] #covid19,#coronavirus
[18] coronavirus,vaccine
[15] 861,000
[12] reino,unido
[12] last,week
[12] jobless,claims

Top Word Pairs in Tweet in G2:
[128] 861,000
[110] last,week
[101] jobless,claims
[81] ap,breaking
[81] layoffs,remain
[81] high,economy
[80] economy,still
[80] still,under
[79] breaking,jobless
[79] claims,rose

Top Word Pairs in Tweet in G3:
[56] covid,19
[51] riesgo,infección
[51] infección,coronavirus
[51] coronavirus,covid
[49] 19,siguientes
[49] siguientes,medidas
[40] reduce,riesgo
[33] carnavales,seguros
[33] seguros,2021
[33] 2021,cuido

Top Word Pairs in Tweet in G4:
[24] covid,19
[22] priorities,revealed
[22] revealed,government
[22] government,spent
[22] spent,less
[22] less,border
[22] border,quarantining
[22] quarantining,last
[22] last,year
[22] year,focus

Top Word Pairs in Tweet in G5:
[141] reprogramaron,hora
[141] hora,vacunación
[141] vacunación,hoy
[141] hoy,cali
[141] cali,señor
[141] señor,ministro
[141] ministro,justicia
[141] justicia,alcance
[141] alcance,llegar
[140] danielsampero,reprogramaron

Top Word Pairs in Tweet in G6:
[61] covid,19
[44] contra,coronavirus
[24] vacunas,contra
[20] dra,izkia
[20] izkia,siches
[20] niños,adolescentes
[20] adolescentes,pueden
[19] vacunagate,furor
[19] furor,vacunas
[19] coronavirus,pone

Top Word Pairs in Tweet in G7:
[45] última,hora
[38] el_pais,última
[30] plan,vacunación
[18] hora,andalucía
[18] andalucía,aprobará
[18] aprobará,plan
[18] vacunación,salvar
[18] salvar,verano
[14] hora,sanidad
[14] vivo,alfonso

Top Word Pairs in Tweet in G8:
[18] coronavirus,cases
[16] sir,please
[16] please,take
[16] take,online
[16] online,class
[16] class,due
[16] due,increase
[16] increase,coronavirus
[16] cases,sir
[16] sir,school

Top Word Pairs in Tweet in G9:
[23] another,coronavirus
[23] coronavirus,variant
[23] variant,found
[23] found,uk
[22] bbcnews,another
[11] women,better
[11] better,men
[11] men,following
[11] following,coronavirus
[11] coronavirus,rules

Top Word Pairs in Tweet in G10:
[35] important,ron
[35] ron,desantis
[35] desantis,news
[35] news,again
[35] again,making
[35] making,excuses
[35] excuses,callous
[35] callous,coronavirus
[35] coronavirus,response
[33] removeron,important

Top Replied-To
Top Replied-To in Entire Graph:
@kayleighmcenany
@marcomendicino
@jonty_gifford
@florianaigner
@eternalriley
@gopchairwoman
@oregongovbrown
@alexanderecohen
@jim_jordan
@krawallkarton

Top Replied-To in G2:
@cnn
@breakingnews

Top Replied-To in G3:
@mippcivzla

Top Replied-To in G8:
@marcomendicino
@alexanderecohen
@freespiritmann
@billsownopinion
@stevietoronto
@rubysahotalib
@wr_record
@justintrudeau
@hurmerintaart

Top Replied-To in G9:
@petteri677
@reengageuk
@trixie17374034
@helpisadream1
@financialnews
@workandpeople
@kmfmnews
@instructoradi
@rishisunak
@bcc

Top Replied-To in G10:
@thehill
@foxnews
@campnonet
@govrondesantis
@simpletimezz

Top Mentioned
Top Mentioned in Entire Graph:
@danielsampero
@ap
@mellengxo
@cnn
@mippcivzla
@breitbartnews
@cnnee
@reuters
@washingtonpost
@davirocha

Top Mentioned in G1:
@djsiri
@tav_assoli
@covid19theonly
@rallillp
@asdrubal1963
@verusoss1
@salilstatistics
@liamstack
@brmf_rm

Top Mentioned in G2:
@ap
@cnn
@cnnbrk
@nbcnews
@abcworldnews
@wef
@breakingnews
@peterhotez
@ashishkjha
@economie_gouv

Top Mentioned in G3:
@mippcivzla
@nicolasmaduro
@conelmazodando
@alejabolivarian
@prensafanb
@navaarminda
@maestratuitera
@maritzabuda22
@mincyt_ve
@diarioveahoy

Top Mentioned in G4:
@reuters
@nytimes
@privateeyenews
@abc
@npr
@gmanews
@fanpage
@saskiapopescu
@ap
@motherjones

Top Mentioned in G5:
@danielsampero

Top Mentioned in G6:
@cnnee
@cnnchile
@elespectador
@ecuavisa
@eltiempo
@albertorodnews
@la_patilla
@chvnoticias
@asimplevistacom
@atvmasnoticias

Top Mentioned in G7:
@el_pais
@cooperativa
@agenciatelam
@norabar
@ginesggarcia
@clarincom
@kicillofok
@fernanquirosba
@rogerhighfield
@sputnikvaccine

Top Mentioned in G8:
@theanuragtyagi
@justintrudeau
@globalnews
@cbcnews
@marcomendicino
@omaralghabra
@jasrajshallan
@erinotoole
@yfblanchet
@annamiepaul

Top Mentioned in G9:
@bbcnews
@borisjohnson
@ctvnews
@reutersscience
@politicspollss
@itvnews
@rishisunak
@thefreds
@telegraph
@greg_herriett

Top Mentioned in G10:
@removeron
@foxnews
@msnbc
@govrondesantis
@drericding
@fineout
@mitchellreports
@guardian
@thehill
@diggingquote

Top Tweeters
Top Tweeters in Entire Graph:
@elnacionalweb
@caraotadigital
@la_patilla
@infoitsport
@rojname_com
@infoitinterno
@mrdjones
@el_cooperante
@contrapuntovzla
@filafresh

Top Tweeters in G1:
@caraotadigital
@infoitsport
@rojname_com
@infoitinterno
@mrdjones
@contrapuntovzla
@hiperenlazados
@zonamediatica
@zyiteblog
@portaldiarioar

Top Tweeters in G2:
@filafresh
@robre62
@nilimajumder
@costeslioneler
@007dufour007
@coronaupdatebot
@rodneyclaeys
@ikateufel
@johnhard3
@richdatdude

Top Tweeters in G3:
@conelmazodando
@vtvcanal8
@laradiodelsur
@partidopsuv
@avnve
@isbelioacosta
@alelross198
@minculturave
@mippcivzla
@alejabolivarian

Top Tweeters in G4:
@world_news_eng
@gmanews
@msmwatchdog2013
@reuters
@newscenterphl1
@edavid57edavid
@nytimes
@aussietorres
@cartha_of_cfc
@abc

Top Tweeters in G5:
@alexanzaba
@danielsampero
@dazt123
@fonsecagarcia
@julianhdez
@jorge_edward
@hetorom
@juanchoaragon
@alfonsotejadaro
@danax2007

Top Tweeters in G6:
@la_patilla
@elespectador
@eltiempo
@isialer
@senorcaicedo
@cnnchile
@cnnee
@chinvila23
@ecuavisa
@opositorissima

Top Tweeters in G7:
@cooperativa
@fabiparraguezm
@el_pais
@trigorosa
@clarincom
@agenciatelam
@lanubeescapista
@souzaeluam
@sororita
@ielectromad

Top Tweeters in G8:
@flashbloglive
@time
@nationalpost
@globalnews
@cbcnews
@wr_record
@570news
@citimmcanada
@bttoronto
@hurmerintaart

Top Tweeters in G9:
@slimchick1900
@mckinlay_liz
@bbcnews
@telegraph
@morrisons
@bigmanhimself
@ctvnews
@acdcjoanie
@liarpoliticians
@itvnews

Top Tweeters in G10:
@chris_1791
@thehill
@guardian
@foxnews
@lellingw
@geminijlwwilson
@social_seer
@leeblev50045868
@msnbc
@lovelydays_


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