Coronavirus, Twitter, 2/9/2021 1:00:25 AM, 247359


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Coronavirus_2021-02-05_01-56-43.xlsx
Coronavirus_2021-02-05_01-56-43.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
February 09, 2021
Short Description:
Coronavirus via NodeXL https://bit.ly/3paJ4GR
@reuters
@ap
@guardian
@stefsimanowitz
@actualidadrt
@demetri23942264
@skynews
@ddale8
@compuesto10801
@podcast_kitchen

Top hashtags:
#coronavirus
#covid19
#covid
#covid_19
#covidvaccineforpakistan
#corona
#últimahora

Description:
Description
The graph represents a network of 9,805 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 Friday, 05 February 2021 at 10:24 UTC.

The requested start date was Friday, 05 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, 4-minute period from Tuesday, 02 February 2021 at 13:48 UTC to Thursday, 04 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 : 9805
Unique Edges : 4903
Edges With Duplicates : 11959
Total Edges : 16862
Number of Edge Types : 5
Tweet : 3393
Retweet : 5320
MentionsInRetweet : 6124
Mentions : 1683
Replies to : 342
Self-Loops : 3453
Reciprocated Vertex Pair Ratio : 0.00663889612080187
Reciprocated Edge Ratio : 0.0131902237165395
Connected Components : 3001
Single-Vertex Connected Components : 1174
Maximum Vertices in a Connected Component : 1790
Maximum Edges in a Connected Component : 4214
Maximum Geodesic Distance (Diameter) : 27
Average Geodesic Distance : 7.682634
Graph Density : 8.04446394617522E-05
Modularity : 0.530356
NodeXL Version : 1.0.1.443
Data Import : The graph represents a network of 9,805 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 Friday, 05 February 2021 at 10:24 UTC.

The requested start date was Friday, 05 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, 4-minute period from Tuesday, 02 February 2021 at 13:48 UTC to Thursday, 04 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:
[64] https://jp.reuters.com/article/health-coronavirus-kangtai-astrazeneca-idJPKBN2A211L
[35] https://apnews.com/article/joe-biden-united-states-archive-coronavirus-pandemic-cfd26ffcd8485bd6abb5268ccedfe5ca?utm_source=Twitter&utm_campaign=SocialFlow&utm_medium=AP
[30] https://elpais.com/sociedad/2020-12-12/ultimas-noticias-del-coronavirus-en-espana-y-en-el-mundo-en-directo.html?ssm=IG_CM
[22] https://apnews.com/article/personal-taxes-small-business-charlotte-health-coronavirus-pandemic-39a404f55c82fea84902cd16f04e37b2
[22] https://www.reuters.com/article/us-health-coronavirus-singapore-idUSKBN2A30ZM?taid=601aa7da0159bb00010f799e&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[17] https://www.nytimes.com/2021/02/03/us/astrazeneca-coronavirus-vaccine.html
[17] https://news.sky.com/story/uk-covid-news-latest-updates-in-coronavirus-lockdown-12205059
[16] https://thehill.com/policy/finance/economy/536846-sp-biden-coronavirus-relief-proposal-would-restore-economy-by-summer
[15] https://www.pscp.tv/w/1vAGRwXzMlYJl?autoplay=true&q=appg+coronavirus
[14] https://www.eldiario.es/sociedad/ultima-hora-coronavirus-actualidad-politica-4-de-febrero_6_7192185_1062098.html

Top URLs in Tweet in G1:
[12] https://apnews.com/article/personal-taxes-small-business-charlotte-health-coronavirus-pandemic-39a404f55c82fea84902cd16f04e37b2
[6] https://www.theguardian.com/us-news/2021/feb/04/native-americans-coronavirus-covid-death-rate?CMP=Share_AndroidApp_Other
[6] https://www.foxbusiness.com/economy/jobless-claims-coronavirus-pandemic-jan-30-2021
[5] https://www.wsj.com/articles/weekly-jobless-claims-coronavirus-02-04-2021-11612403022
[5] https://www.theguardian.com/us-news/live/2021/feb/04/joe-biden-donald-trump-impeachment-covid-coronavirus-liz-cheney-marjorie-taylor-greene-live-updates?CMP=share_btn_tw
[4] https://www.instagram.com/accounts/login/
[4] https://www.beautifydata.com/health/covid-19/africa/cases-trend-by-date
[4] https://www.cnn.com/2021/02/04/health/us-coronavirus-thursday/index.html
[4] https://www.youtube.com/watch?v=tIxw5i1d_K0&feature=youtu.be

[3] https://www.cbc.ca/news/canada/edmonton/hinshaw-alberta-covid-coronavirus-1.5897536

Top URLs in Tweet in G2:
[20] https://www.reuters.com/article/us-health-coronavirus-singapore-idUSKBN2A30ZM?taid=601aa7da0159bb00010f799e&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[17] https://news.sky.com/story/uk-covid-news-latest-updates-in-coronavirus-lockdown-12205059
[8] https://www.reuters.com/article/uk-health-coronavirus-britain-vaccine-idUSKBN2A31CF?taid=601aaa10179dfd00017f93d7&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[6] https://www.reuters.com/article/uk-health-coronavirus-uganda-idUSKBN2A30YB?taid=601aa5600159bb00010f798a&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[5] https://www.reuters.com/article/us-health-coronavirus-russia-vaccine-idUSKBN2A21IT?taid=60194f39d7ca330001c4ee2d&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[5] https://www.reuters.com/article/us-health-coronavirus-finance-breakingvi-idUSKBN2A41B8?taid=601bfbad8a9b7e0001b3fd45&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[4] https://www.scmp.com/news/china/diplomacy/article/3120425/coronavirus-vaccine-russia-moves-step-ahead-china-clinical?utm_content=article&utm_medium=Social&utm_source=Twitter#Echobox=1612360169
[4] https://www.tuotrodiario.com/noticias/20210203205960/vacuna-oxford-astrazeneca-reduce-transmision-coronavirus?utm_campaign=hola&utm_medium=social_media&utm_source=Twitter#Echobox=1612358043
[3] https://www.dailymail.co.uk/news/article-9223411/Coronavirus-UK-Church-England-cash-crisis-donations-20.html?ito=social-twitter_dailymailUK
[3] https://www.reuters.com/article/us-health-coronavirus-china-vaccine-idUSKBN2A2031?taid=6018e238c1bd3b0001730ac0&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter

Top URLs in Tweet in G3:
[31] https://apnews.com/article/joe-biden-united-states-archive-coronavirus-pandemic-cfd26ffcd8485bd6abb5268ccedfe5ca?utm_source=Twitter&utm_campaign=SocialFlow&utm_medium=AP
[4] https://apnews.com/article/joe-biden-us-news-coronavirus-pandemic-8b5b95c85f7bff1cf71e21e4b71a2a88
[3] https://www.washingtonpost.com/politics/gao-trump-covid-biden/2021/02/02/38f0a0a8-65a4-11eb-bf81-c618c88ed605_story.html?tid=ss_tw
[2] https://apnews.com/article/us-news-new-york-coronavirus-pandemic-face-transplants-1e11f620bd84c817e99b00bdf874625a?utm_source=Twitter&utm_campaign=SocialFlow&utm_medium=AP
[2] https://apnews.com/article/joe-biden-archive-coronavirus-pandemic-8b5b95c85f7bff1cf71e21e4b71a2a88?utm_source=Twitter&utm_medium=AP&utm_campaign=SocialFlow
[2] https://www.nytimes.com/2021/02/04/business/economy/toll-workers-layoffs-coronavirus.html?smid=tw-share
[2] https://apnews.com/article/personal-taxes-small-business-charlotte-health-coronavirus-pandemic-39a404f55c82fea84902cd16f04e37b2?utm_medium=AP&utm_campaign=SocialFlow&utm_source=Twitter&fbclid=IwAR1-wXQnKHGks551cEHCvPl4R9EprB-NN5MJcjuZGdFNDvdDbP5WWBbvRmA
[1] https://apnews.com/article/japan-olympic-games-sports-asia-coronavirus-pandemic-tokyo-bf7049535e010127946d894750b83f14?utm_medium=AP&utm_campaign=SocialFlow&utm_source=Twitter
[1] https://apnews.com/article/aung-san-suu-kyi-myanmar-coronavirus-pandemic-elections-yangon-6884aae25bac2dbf952a8cc0447c83fc?utm_source=Twitter&utm_medium=AP&utm_campaign=SocialFlow
[1] https://apnews.com/article/seoul-south-korea-coronavirus-pandemic-africa-south-africa-bceee1a70b42731ae9e65aa288a2c320?utm_medium=AP&utm_campaign=SocialFlow&utm_source=Twitter

Top URLs in Tweet in G4:
[11] https://www.nytimes.com/2021/02/03/us/astrazeneca-coronavirus-vaccine.html
[6] https://www.theguardian.com/business/2021/feb/04/janet-yellen-covid-coronavirus-us-economy?utm_term=Autofeed&CMP=twt_gu&utm_medium&utm_source=Twitter#Echobox=1612446499
[3] https://www.tagesschau.de/inland/sputnik-impfstoff-mertens-101.html
[3] https://facebook.com/humorkamensky
[2] https://www.dailymail.co.uk/news/article-9222901/Coronavirus-UK-Boris-Johnson-faces-new-Tory-rebellion-schools.html
[2] https://www.foxnews.com/lifestyle/new-york-weddings-150-people-coronavirus-testing
[1] https://twitter.com/StefSimanowitz/status/1282288536016871426
[1] https://www.theguardian.com/commentisfree/2021/feb/02/napier-barracks-fire-britain-asylum-system-priti-patel
[1] https://gov2.uk/
[1] https://www.theguardian.com/culture/2021/feb/03/uk-film-and-tv-professionals-how-has-the-coronavirus-pandemic-affected-you

Top URLs in Tweet in G5:
[7] https://actualidad.rt.com/actualidad/382235-economia-union-europea-desplome-coronavirus
[5] https://www.efe.com/efe/espana/sociedad/la-ce-no-recomienda-usar-las-mascarillas-ffp2-para-el-gran-publico/10004-4456349
[5] https://actualidad.rt.com/actualidad/382509-aterriza-iran-primer-envio-vacuna-sputnik
[3] https://www.efe.com/efe/espana/sociedad/la-vacuna-rusa-es-eficaz-casi-al-92-tambien-en-mayores-de-60-segun-lancet/10004-4455310
[3] https://www.granadahoy.com/granada/mayores-coronavirus-UCI-hospitales-Granada_0_1543646461.html?utm_source=twitter.com&utm_medium=smm&utm_campaign=noticias
[2] https://www.efe.com/efe/espana/sociedad/la-india-registra-menos-de-100-muertes-covid-19-por-primera-vez-desde-mayo/10004-4455282
[2] https://www.telecinco.es/informativos/salud/gripe-espana-seis-casos-enfermedad-residual-coronavirus-be5ma_18_3084645219.html
[2] https://www.antena3.com/noticias/mundo/corea-sur-realizara-pruebas-deteccion-coronavirus-perros-gatos-sintomas-sospechosos_2021020260194e13fcdc270001698959.html?so=so%3Asour-twitter%3Acn-antena3noticias
[2] https://trib.al/jQYcv9I
[2] https://elcomercio.pe/mundo/europa/coronavirus-espana-restringe-vuelos-desde-brasil-y-sudafrica-por-las-nuevas-variantes-del-covid-19-noticia/

Top URLs in Tweet in G6:
[30] https://elpais.com/sociedad/2020-12-12/ultimas-noticias-del-coronavirus-en-espana-y-en-el-mundo-en-directo.html?ssm=IG_CM
[6] https://www.eldiario.es/sociedad/ultima-hora-coronavirus-actualidad-politica-2-de-febrero_6_7185579_1061887.html
[6] https://elpais.com/sociedad/2021-02-03/ultimas-noticias-del-coronavirus-en-directo-casos-restricciones-y-vacunas-en-espana-y-en-el-mundo.html?ssm=TW_CM
[4] https://www.vozpopuli.com/espana/rodriguez-galindo-gal-hospital-coronavirus_0_1434156743.html
[3] https://www.eldiario.es/sociedad/ultima-hora-coronavirus-actualidad-politica-2-de-febrero_6_7185579_1061899.html
[2] https://elpais.com/sociedad/2021-02-03/la-incidencia-del-coronavirus-solo-sube-en-el-pais-vasco-aragon-asturias-y-ceuta.html?ssm=TW_CC
[2] https://elpais.com/sociedad/2021-02-04/ultimas-noticias-del-coronavirus-en-directo-casos-restricciones-y-vacunas-en-espana-y-en-el-mundo.html
[2] https://elpais.com/sociedad/2021-02-02/ultimas-noticias-del-coronavirus-en-directo-casos-restricciones-y-vacunas-en-espana-y-en-el-mundo.html?ssm=TW_CM
[2] https://elpais.com/ciencia/2021-02-03/la-vacuna-de-oxford-y-astrazeneca-reduce-la-transmision-del-coronavirus-segun-su-ultimo-estudio.html
[2] https://www.proceso.com.mx/opinion/2021/2/1/coronavirus-en-mexico-matar-mintiendo-257389.html

Top URLs in Tweet in G7:
[5] https://www.cnn.com/2020/12/04/health/cdc-coronavirus-guidelines-masks-distancing/index.html
[1] https://www.cnn.com/interactive/2020/health/coronavirus-us-maps-and-cases/
[1] https://twitter.com/Acyn/status/1356808736375926785

Top URLs in Tweet in G8:
[2] https://www.smh.com.au/national/what-do-new-variants-of-the-coronavirus-mean-for-us-20210126-p56wuo.html

Top URLs in Tweet in G9:
[5] https://www.foxbusiness.com/economy/jobless-claims-coronavirus-pandemic-jan-30-2021
[3] https://trib.al/SmnOFPX
[2] https://cnn.it/3cGTsTN
[2] https://www.weforum.org/agenda/2021/02/covid-19-coronavirus-pandemic-4-february?utm_source=twitter&utm_medium=social_scheduler&utm_term=COVID-19&utm_content=04/02/2021+13:00
[2] https://www.theguardian.com/world/live/2021/feb/04/coronavirus-live-news-canada-has-secured-nearly-10-vaccine-doses-per-person-us-deaths-pass-450000
[2] https://apnews.com/article/joe-biden-united-states-archive-coronavirus-pandemic-cfd26ffcd8485bd6abb5268ccedfe5ca?utm_source=Twitter&utm_campaign=SocialFlow&utm_medium=AP
[1] https://cnn.it/2MRence
[1] https://cnn.it/3cA6vXg
[1] https://cnn.it/3jaBuu8
[1] https://cnn.it/39JbtiM

Top URLs in Tweet in G10:
[2] https://newschannel9.com/news/coronavirus/pastors-ask-tennessee-to-move-educators-to-front-of-the-covid-19-vaccine-line?fbclid=IwAR2Vl8sF2G_6Vg4VD7evGvuEmNW3i6ppfUnyx0YK7KganZxdFWULqOdacHY
[1] https://apnews.com/article/joe-biden-us-news-coronavirus-pandemic-8b5b95c85f7bff1cf71e21e4b71a2a88
[1] https://www.reuters.com/article/us-health-coronavirus-usa-congress-idUSKBN2A21TD
[1] https://www.edweek.org/teaching-learning/educators-weve-lost-to-the-coronavirus/2020/04

Top Domains
Top Domains in Tweet in Entire Graph:
[249] co.uk
[238] reuters.com
[148] twitter.com
[132] apnews.com
[108] nytimes.com
[102] theguardian.com
[75] com.ar
[68] elpais.com
[62] bit.ly
[61] trib.al

Top Domains in Tweet in G1:
[50] co.uk
[43] twitter.com
[42] theguardian.com
[29] apnews.com
[24] nytimes.com
[22] com.ar
[19] reuters.com
[19] patch.com
[18] cnn.com
[16] washingtonpost.com

Top Domains in Tweet in G2:
[71] reuters.com
[25] sky.com
[13] co.uk
[10] reut.rs
[7] trib.al
[7] alarabiya.net
[5] newscientist.com
[4] theguardian.com
[4] scmp.com
[4] apnews.com

Top Domains in Tweet in G3:
[56] apnews.com
[3] washingtonpost.com
[2] nytimes.com
[1] apne.ws
[1] stripes.com
[1] sciencemag.org
[1] twitter.com
[1] usatoday.com
[1] cnn.com
[1] thehill.com

Top Domains in Tweet in G4:
[11] nytimes.com
[10] theguardian.com
[6] co.uk
[5] twitter.com
[4] thueringer-allgemeine.de
[3] tagesschau.de
[3] facebook.com
[2] foxnews.com
[1] gov2.uk
[1] ac.uk

Top Domains in Tweet in G5:
[13] rt.com
[10] efe.com
[10] antena3.com
[10] granadahoy.com
[6] bit.ly
[4] telecinco.es
[3] epdata.es
[3] com.uy
[2] trib.al
[2] elcomercio.pe

Top Domains in Tweet in G6:
[48] elpais.com
[9] eldiario.es
[5] com.mx
[4] vozpopuli.com
[2] eldiario.com
[2] foreignaffairs.com
[1] ondacero.es
[1] bit.ly
[1] okdiario.com
[1] lavozdeltajo.com

Top Domains in Tweet in G7:
[6] cnn.com
[1] twitter.com

Top Domains in Tweet in G8:
[2] com.au

Top Domains in Tweet in G9:
[10] cnn.it
[5] foxbusiness.com
[3] cnn.com
[3] trib.al
[3] huffpost.com
[3] theguardian.com
[2] weforum.org
[2] wsj.com
[2] apnews.com
[1] twitter.com

Top Domains in Tweet in G10:
[2] newschannel9.com
[1] apnews.com
[1] reuters.com
[1] edweek.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1054] coronavirus
[582] covid19
[111] covid
[66] covid_19
[52] covidvaccineforpakistan
[49] corona
[37] últimahora
[33] vaccine
[32] pandemia
[26] 44230



Top Hashtags in Tweet in G1:
[248] coronavirus
[124] covid19
[16] covid_19
[14] corona
[14] covid
[12] pandemia
[8] lockdown
[8] vaccine
[8] notoinfertilitystigma
[7] news

Top Hashtags in Tweet in G2:
[41] covid19
[35] coronavirus
[10] sanitaer
[10] emiliaromagna
[6] pmqs
[5] vaccine
[3] uae
[2] pandemic
[2] eu
[2] astrazeneca

Top Hashtags in Tweet in G3:
[2] childcare
[1] usa
[1] childsexualabuse
[1] mentalillness
[1] addiction
[1] suicide
[1] catholicchurch
[1] forprofit
[1] lalege
[1] lagov

Top Hashtags in Tweet in G4:
[18] coronavirus
[11] letsgo
[7] pmqs
[4] covid
[3] covid19
[2] palantir
[2] reopenschools
[2] erfurt
[2] schmalkalden
[2] meiningen

Top Hashtags in Tweet in G5:
[51] coronavirus
[15] últimahora
[4] recordamos
[4] granada
[2] ladiariatrabajo
[2] uci
[2] andalucía
[2] mundodeportes
[1] díamundialcontraelcáncer
[1] 2/3/2021 12:00:00 AM

Top Hashtags in Tweet in G6:
[13] coronavirus
[8] covid19
[8] opinión
[7] 2/3/2021 12:00:00 AM
[4] 2/2/2021 12:00:00 AM
[4] infografía
[4] afp
[2] 2/4/2021 12:00:00 AM
[2] oms
[2] venezuela

Top Hashtags in Tweet in G7:
[1] covid19

Top Hashtags in Tweet in G9:
[3] coronavirus
[2] covid19
[1] china
[1] madeinchina

Top Hashtags in Tweet in G10:
[1] thursdaymorning
[1] buildbackbetter

Top Words
Top Words in Tweet in Entire Graph:
[3742] coronavirus
[1299] covid
[1052] #coronavirus
[908] 19
[719] vaccine
[582] #covid19
[492] people
[462] contra
[429] 000
[386] more

Top Words in Tweet in G1:
[576] coronavirus
[247] #coronavirus
[200] covid
[142] 19
[124] #covid19
[106] vaccine
[67] more
[62] contra
[55] 000
[49] pandemic

Top Words in Tweet in G2:
[167] covid
[163] reuters
[151] 19
[110] vaccine
[95] vaccines
[91] britain
[87] 000
[81] virus
[76] variants
[74] world

Top Words in Tweet in G3:
[260] ap
[153] biden
[143] poll
[140] 61
[133] first
[90] president
[84] billion
[82] americans
[82] administration
[80] approval

Top Words in Tweet in G4:
[44] coronavirus
[40] borisjohnson
[24] one
[24] uk
[24] democratic
[20] vaccine
[18] #coronavirus
[18] announced
[16] stefsimanowitz
[16] 2020

Top Words in Tweet in G5:
[60] coronavirus
[51] #coronavirus
[34] actualidadrt
[27] sputnik
[24] lancet
[23] vacuna
[22] médica
[22] eficacia
[22] 91
[22] efectos

Top Words in Tweet in G6:
[59] coronavirus
[55] el_pais
[42] última
[40] hora
[33] día
[29] australia
[29] registra
[29] contagio
[29] segundo
[29] consecutivo

Top Words in Tweet in G7:
[89] biden
[89] meet
[89] senators
[89] oval
[69] coronavirus
[67] relief
[65] president
[65] democratic
[65] office
[65] around

Top Words in Tweet in G8:
[92] none
[92] predict
[92] dido
[92] harding
[78] viruses
[73] coronavirus
[73] mutate
[73] variants
[72] emerge
[38] nazirafzal

Top Words in Tweet in G9:
[40] cnn
[39] week
[37] 000
[37] coronavirus
[36] americans
[36] benefits
[36] last
[35] 779
[35] first
[34] unemployment

Top Words in Tweet in G10:
[44] biden's
[42] approval
[42] thedemcoalition
[41] president
[41] rating
[41] already
[41] 61
[41] uniting
[41] america
[41] around

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[887] covid,19
[231] contra,coronavirus
[149] dido,harding
[137] coronavirus,pandemic
[135] none,predict
[132] 19,vaccine
[128] coronavirus,relief
[127] coronavirus,vaccine
[124] approval,rating
[123] predict,coronavirus

Top Word Pairs in Tweet in G1:
[137] covid,19
[39] contra,coronavirus
[38] #coronavirus,#covid19
[35] #covid19,#coronavirus
[26] 19,vaccine
[22] coronavirus,pandemic
[21] coronavirus,vaccine
[16] 779,000
[15] vacunas,contra
[14] gt,gt

Top Word Pairs in Tweet in G2:
[149] covid,19
[64] around,000
[64] 000,variants
[64] variants,virus
[64] virus,causes
[63] improve,vaccines
[62] world,faces
[62] faces,around
[62] causes,covid
[62] 19,prompting

Top Word Pairs in Tweet in G3:
[79] approval,rating
[79] biden,administration
[78] ap,poll
[77] 61,approval
[76] first,ap
[76] poll,biden
[76] administration,shows
[76] shows,president
[76] president,61
[76] rating,majority

Top Word Pairs in Tweet in G4:
[14] february,2020
[14] risk,diseases
[14] diseases,such
[13] exactly,one
[13] one,year
[13] year,ago
[13] ago,february
[13] 2020,borisjohnson
[13] borisjohnson,made
[13] made,speech

Top Word Pairs in Tweet in G5:
[22] eficacia,91
[21] sputnik,eficacia
[21] 91,genera
[21] genera,efectos
[21] efectos,graves
[21] graves,prestigiosa
[21] prestigiosa,revista
[21] revista,médica
[21] médica,lancet
[21] lancet,publicado

Top Word Pairs in Tweet in G6:
[40] última,hora
[36] el_pais,última
[29] australia,registra
[29] registra,contagio
[29] contagio,segundo
[29] segundo,día
[29] día,consecutivo
[27] hora,australia
[14] florentino,pérez
[10] tv,directo

Top Word Pairs in Tweet in G7:
[89] senators,oval
[66] coronavirus,relief
[65] president,biden
[65] biden,meet
[65] meet,democratic
[65] democratic,senators
[65] oval,office
[65] office,around
[65] around,lunch
[65] lunch,discuss

Top Word Pairs in Tweet in G8:
[92] none,predict
[92] dido,harding
[72] predict,coronavirus
[72] coronavirus,mutate
[72] mutate,variants
[72] variants,emerge
[72] emerge,dido
[39] harding,viruses
[39] viruses,viruses
[38] nazirafzal,none

Top Word Pairs in Tweet in G9:
[35] 779,000
[33] another,779
[33] 000,americans
[33] americans,filed
[33] unemployment,benefits
[33] last,week
[29] first,time
[28] filed,first
[28] time,unemployment
[28] benefits,seasonally

Top Word Pairs in Tweet in G10:
[41] president,biden's
[41] biden's,approval
[41] approval,rating
[41] rating,already
[41] already,61
[41] 61,uniting
[41] uniting,america
[41] america,around
[41] around,democracy
[41] democracy,common

Top Replied-To
Top Replied-To in Entire Graph:
@speakervos
@hegdepooja
@iamsanjeeda
@rajputaditi
@microagencia
@thehill
@davidwalsh92
@carlazambelli38
@rasenijulo
@paulopamplona5

Top Replied-To in G2:
@bbcnews
@skynews
@10downingstreet

Top Replied-To in G3:
@pacatholic

Top Replied-To in G4:
@peterjukes
@borisjohnson
@annie22618845
@jamesdoleman
@comcablondon
@carolinecotw
@ianredwards
@tomstroud
@somersetbagpuss
@guardian

Top Replied-To in G5:
@efenoticias

Top Replied-To in G6:
@mrbcyber
@reporteya

Top Replied-To in G7:
@speakervos

Top Replied-To in G8:
@breeallegretti

Top Replied-To in G9:
@fox12oregon
@wsj

Top Replied-To in G10:
@rulesreps
@repstefanik

Top Mentioned
Top Mentioned in Entire Graph:
@ap
@reuters
@jpacedc
@kaitlancollins
@nikone_san_2525
@mippcivzla
@norcnews
@andrewbatesnc
@el_pais
@skynews

Top Mentioned in G1:
@sperlock222
@pressecop24com
@redmivoz
@bem_bolsonaro
@productoresuy
@housingitguy
@fascinationcrea
@suew251161
@policenama1
@lalytatweets

Top Mentioned in G2:
@reuters
@skynews
@breakingviews
@who
@reuters_health
@sbonaccini
@alarabiya_eng
@dailymailuk
@ap_europe
@captaintommoore

Top Mentioned in G3:
@ap
@jpacedc
@norcnews
@andrewbatesnc
@zac_petkanas
@thedemcoalition
@whcos
@jeannasmialek
@mikerezendes
@usatoday

Top Mentioned in G4:
@borisjohnson
@stefsimanowitz
@guardian
@matthancock
@jdiamond1
@scottlincicome
@keir_starmer
@matthew82069336
@britconservtive
@mi6rogue

Top Mentioned in G5:
@actualidadrt
@a3noticias
@efenoticias
@bbcmundo
@elmundoes
@ep_data
@telesurtv
@granadahoy
@informativost5
@puchero344

Top Mentioned in G6:
@el_pais
@afpespanol
@ernestoekaizer
@proceso
@reporteya
@tortondo
@cazatalentos
@rosatg90
@denisedresserg
@patricialopezl

Top Mentioned in G7:
@kaitlancollins
@jenniferjjacobs
@ddale8
@wiassemblygop
@ap
@atul_gawande
@ryanstruyk
@skynews
@jaketapper

Top Mentioned in G8:
@nazirafzal
@breeallegretti
@gjssongwriter
@sydbolton11

Top Mentioned in G9:
@cnn
@huffpost
@katyjayne101
@wsj
@guardiannews
@stvnews
@cnni
@foxbusiness
@ap
@reuters

Top Mentioned in G10:
@thedemcoalition
@joelockhart
@eugenegu
@housedemocrats
@gopleader
@thetnholler
@michaelcburgess
@repashleyhinson
@lonniegrosman
@repstefanik

Top Tweeters
Top Tweeters in Entire Graph:
@zazoomblog
@infoitinterno
@el_cooperante
@contrapuntovzla
@filafresh
@m_m1941
@sunoticiero
@dolartoday
@lacronologia
@datos365

Top Tweeters in G1:
@zazoomblog
@infoitinterno
@el_cooperante
@sunoticiero
@lacronologia
@datos365
@elsakekita
@zyitegadgets
@agenparl
@backstorymom1

Top Tweeters in G2:
@jurylady5
@s9tmt
@daily_express
@world_news_eng
@radiohuancavilk
@reuters
@viriyabot
@thesun
@canisgallicus
@ssxman2

Top Tweeters in G3:
@filafresh
@robre62
@rebeccaalpert1
@pollsstar
@cotey_mary
@only4rm
@maryalicebisho2
@mapocoloco
@iamforeverblue2
@debr3322

Top Tweeters in G4:
@magicdmw
@sueleugers
@guardian
@fwwinterberg
@net2ayurveda
@telegraph
@mrspandp
@beamabeorg
@sashasimic
@goprapebuster

Top Tweeters in G5:
@telesurtv
@cuchacucha
@actualidadrt
@alitapaz
@elmundosv
@europapress
@bbcmundo
@nuncamasn
@elmundoes
@a3noticias

Top Tweeters in G6:
@eldiario
@reporteya
@el_pais
@conlanoticia
@menudotiarro
@enriquebedolla
@rosamariaartal
@tvvnoticias
@caowentoh
@rondonl

Top Tweeters in G7:
@edgeoforever
@donna_west
@ncfarmer321
@samy45
@stunnedvoter
@agitatorsneeded
@mdrfl
@sherrysmolders
@denali99
@globaldancer38

Top Tweeters in G8:
@j_sutherland2
@loonylaura
@jwomack
@clarknat
@quangels
@longitude0
@john1genius
@dangusset
@cambuslangsteve
@sazmeister88

Top Tweeters in G9:
@tighnacoille
@huffpost
@zephyorg
@upchuck66
@planetscape
@cnn
@wsj
@kingston_v
@guardiannews
@cnni

Top Tweeters in G10:
@thebigship
@mzyun
@lupineassassin
@paydownthedebt
@luvwinsresist
@thedemcoalition
@kattompkins
@lidstonepeter
@sesimbra5
@lordwhorfin


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