Coronavirus, Twitter, 9/17/2021 11:27:25 AM, 262259


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Coronavirus_2021-09-17_01-38-36.xlsx
Coronavirus_2021-09-17_01-38-36.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 17, 2021
Short Description:
Coronavirus via NodeXL https://bit.ly/3zgtLkD
@coronaupdatebot
@ap
@washingtonpost
@pisgahblue
@tonyhinton2016
@missmaryjane03
@kniggem
@louisecanr
@toadmeister
@ctvnews

Top hashtags:
#coronavirus
#covid19
#covid_19
#covid
#venezuela
#últimahora
#mironews
#corona

Description:
Description
The graph represents a network of 9,156 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, 17 September 2021 at 09:02 UTC.

The requested start date was Friday, 17 September 2021 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 2-day, 0-hour, 10-minute period from Tuesday, 14 September 2021 at 12:14 UTC to Thursday, 16 September 2021 at 12:25 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 : 9156
Unique Edges : 4315
Edges With Duplicates : 11799
Total Edges : 16114
Number of Edge Types : 5
Tweet : 2994
Retweet : 5237
MentionsInRetweet : 5957
Mentions : 1505
Replies to : 421
Self-Loops : 3044
Reciprocated Vertex Pair Ratio : 0.00480833444637371
Reciprocated Edge Ratio : 0.00957065000664628
Connected Components : 2475
Single-Vertex Connected Components : 1055
Maximum Vertices in a Connected Component : 1698
Maximum Edges in a Connected Component : 3737
Maximum Geodesic Distance (Diameter) : 21
Average Geodesic Distance : 7.542542
Graph Density : 8.97484442847432E-05
Modularity : 0.530362
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 9,156 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, 17 September 2021 at 09:02 UTC.

The requested start date was Friday, 17 September 2021 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 2-day, 0-hour, 10-minute period from Tuesday, 14 September 2021 at 12:14 UTC to Thursday, 16 September 2021 at 12:25 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:
[73] https://www.elmundo.es/espana/2021/09/16/6142f647e4d4d890368b4655.html?cid=BESOCYEM01&utm_source=twitter&utm_medium=social_besocy&utm_campaign=BESOCYEM01
[64] https://www.eldiario.es/sociedad/ultima-hora-coronavirus-actualidad-politica-16-septiembre_6_8307175_1077324.html
[50] https://trib.al/rIYGVZg
[29] https://www.ctvnews.ca/health/coronavirus/inside-an-ontario-icu-where-the-covid-19-patients-are-largely-young-and-all-unvaccinated-1.5587419
[29] https://www.timesofisrael.com/health-ministry-chief-says-coronavirus-spread-reaching-record-heights/
[24] https://elpais.com/sociedad/2021-09-15/ultimas-noticias-del-coronavirus-y-la-vacunacion-en-directo-casos-de-covid-y-restricciones-en-espana-y-en-el-mundo.html?ssm=TW_CM
[24] https://www.cnn.com/2021/09/15/health/us-coronavirus-wednesday/index.html
[22] https://www.ctvnews.ca/health/coronavirus/inside-an-ontario-icu-where-the-covid-19-patients-are-largely-young-and-all-unvaccinated-1.5587419?cid=sm%3Atrueanthem%3A%7B%7Bcampaignname%7D%7D%3Atwitterpost%E2%80%8B&taid=61433551ad296e0001f92385&utm_campaign=trueAnthem%3A+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[21] https://trib.al/uAXPnOa
[19] https://newsdigest.jp/pages/coronavirus/

Top URLs in Tweet in G1:
[9] https://www.cnn.com/2021/09/15/health/us-coronavirus-wednesday/index.html
[8] https://www.thedailystar.net/health/disease/coronavirus/fallouts-fightback/vaccine/news/bangladesh-plans-vaccinate-5-million-rmg-workers-sept-end-commerce-minister-says-2156116
[7] https://hidot.hawaii.gov/airports/covid-19/
[6] https://www.thedailystar.net/health/disease/coronavirus/fallouts-fightback/vaccine/news/5-million-sinopharm-vaccines-be-dispensed-incepta-plant-month-mou-signed-2153496
[6] https://fij.info/coronavirus-feature/overseas#tempo0211
[5] https://g1.globo.com/politica/noticia/2021/09/15/nao-foi-negligencia-foi-politica-pensada-diz-jurista-sobre-acoes-de-bolsonaro-a-favor-do-coronavirus.ghtml
[4] https://www.huffpost.com/entry/bob-enyart-coronavirus-death-right-wing-radio-host_n_613fffcbe4b0dda4cbd2b3a4
[4] https://www.cnn.com/2021/09/14/europe/russia-putin-coronavirus-self-isolating-intl/index.html
[4] https://www.lep.co.uk/health/coronavirus/covid-jabs-in-preston-areas-where-the-fewest-people-are-fully-vaccinated-against-covid-19-3383966
[4] https://www.ctvnews.ca/health/coronavirus/inside-an-ontario-icu-where-the-covid-19-patients-are-largely-young-and-all-unvaccinated-1.5587419

Top URLs in Tweet in G2:
[1] http://m.koreaherald.com/amp/view.php?ud=20210914000864&ud=20210914000864&__twitter_impression=true

Top URLs in Tweet in G3:
[3] https://www.npr.org/sections/coronavirus-live-updates/2021/05/06/994287048/new-study-estimates-more-than-900-000-people-have-died-of-covid-19-in-u-s&sa=U&ved=2ahUKEwiB2rvtr4LzAhU2ElkFHVluBvkQFnoECAMQAg&usg=AOvVaw295yGZC0DQ7PMFPbA3WrG6
[3] https://ig.ft.com/coronavirus-chart/
[2] https://www.whas11.com/article/news/health/coronavirus/doctor-nurses-covid-vaccine-burnout-mask-norton/417-1945c4f2-b902-4959-ab31-7f22c05618c0?utm_campaign=snd-autopilot
[1] https://www.wral.com/coronavirus/unc-alumni-staff-students-form-coalition-to-defend-university-s-autonomy/19878860/
[1] https://www.miamiherald.com/news/coronavirus/article254263558.html
[1] https://www.whas11.com/article/news/health/coronavirus/kentucky-counties-highest-in-country-with-covid-infections/417-d87a0096-c3f2-4c46-bd17-b0b5c873c5a7
[1] https://www.huffpost.com/entry/bob-enyart-coronavirus-death-right-wing-radio-host_n_613fffcbe4b0dda4cbd2b3a4?ncid=engmodushpmg00000004

Top URLs in Tweet in G4:
[64] https://www.eldiario.es/sociedad/ultima-hora-coronavirus-actualidad-politica-16-septiembre_6_8307175_1077324.html
[12] https://www.eldiario.es/sociedad/ultima-hora-coronavirus-actualidad-politica-14-septiembre_6_8299676_1077167.html
[5] https://www.eldiario.es/sociedad/
[4] https://www.eldiario.es/sociedad/ultima-hora-coronavirus-actualidad-politica-16-septiembre_6_8307175_1077325.html
[3] https://www.eldiario.es/sociedad/ultima-hora-coronavirus-actualidad-politica-14-septiembre_6_8299676_1077165.html
[3] https://www.eldiario.es/sociedad/ultima-hora-coronavirus-actualidad-politica-14-septiembre_6_8299676_1077140.html
[2] https://www.eldiario.es/sociedad/ultima-hora-coronavirus-actualidad-politica-14-septiembre_6_8299676_1077163.html
[2] https://www.eldiario.es/sociedad/ultima-hora-coronavirus-actualidad-politica-15-de-septiembre_6_8303481_1077229.html
[2] https://www.eldiario.es/sociedad/ultima-hora-coronavirus-actualidad-politica-15-de-septiembre_6_8303481_1077233.html
[2] https://www.eldiario.es/sociedad/ultima-hora-coronavirus-actualidad-politica-16-septiembre_6_8307175_1077299.html

Top URLs in Tweet in G5:
[22] https://www.ctvnews.ca/health/coronavirus/inside-an-ontario-icu-where-the-covid-19-patients-are-largely-young-and-all-unvaccinated-1.5587419
[21] https://www.ctvnews.ca/health/coronavirus/inside-an-ontario-icu-where-the-covid-19-patients-are-largely-young-and-all-unvaccinated-1.5587419?cid=sm%3Atrueanthem%3A%7B%7Bcampaignname%7D%7D%3Atwitterpost%E2%80%8B&taid=61433551ad296e0001f92385&utm_campaign=trueAnthem%3A+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[13] https://www.ctvnews.ca/health/coronavirus/inside-an-ontario-icu-where-the-covid-19-patients-are-largely-young-and-all-unvaccinated-1.5587419?cid=sm%3Atrueanthem%3A%7B%7Bcampaignname%7D%7D%3Atwitterpost%E2%80%8B&taid=6142b6d018303d0001f499b6&utm_campaign=trueAnthem%3A+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[3] https://www.ctvnews.ca/health/coronavirus/inside-an-ontario-icu-where-the-covid-19-patients-are-largely-young-and-all-unvaccinated-1.5587419?cid=sm%3Atrueanthem%3A%7B%7Bcampaignname%7D%7D%3Atwitterpost%E2%80%8B&taid=6142f608ea02a30001b0fa3c&utm_campaign=trueAnthem%3A+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[2] https://www.ctvnews.ca/health/coronavirus/it-s-terrifying-police-on-hand-as-pandemic-protesters-picket-hospitals-1.5583017?cid=sm%3Atrueanthem%3A%7B%7Bcampaignname%7D%7D%3Atwitterpost%E2%80%8B&taid=613fd26e18303d0001f198be&utm_campaign=trueAnthem%3A+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[2] https://www.ctvnews.ca/health/coronavirus/u-s-covid-19-cases-climbing-wiping-out-months-of-progress-1.5585114?cid=sm%3Atrueanthem%3A%7B%7Bcampaignname%7D%7D%3Atwitterpost%E2%80%8B&taid=61418867ea02a30001b0f298&utm_campaign=trueAnthem%3A+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[2] https://www.ctvnews.ca/health/coronavirus/online-covid-19-risk-assessment-gets-an-upgrade-to-reflect-larger-gatherings-1.5585824?cid=sm%3Atrueanthem%3A%7B%7Bcampaignname%7D%7D%3Atwitterpost%E2%80%8B&taid=6141ab87fadcb800012818eb&utm_campaign=trueAnthem%3A+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[2] https://www.ctvnews.ca/health/coronavirus/u-k-recommends-covid-19-booster-shots-for-over-50s-1.5584505?utm_medium=trueAnthem&utm_campaign=trueAnthem%3A+Trending+Content&cid=sm%3Atrueanthem%3A%7B%7Bcampaignname%7D%7D%3Atwitterpost%E2%80%8B&utm_source=twitter&taid=614092498673f2000160bc86
[1] https://www.washingtonpost.com/nation/2021/09/15/us-immigrants-coronavirus-vaccine/
[1] https://www.halifaxtoday.ca/coronavirus-covid-19-local-news/73-new-covid-19-cases-over-weekend-as-signs-of-community-spread-detected-in-central-zone-4328162

Top URLs in Tweet in G6:
[1] https://www.worldbank.org/en/who-we-are/news/coronavirus-covid19/world-bank-support-for-country-access-to-covid-19-vaccines?cid=ECR_TT_worldbank_EN_EXT

Top URLs in Tweet in G7:
[6] http://factcheck.afp.com/gargling-antiseptic-does-not-prevent-coronavirus-health-experts-say
[2] https://apnews.com/article/health-coronavirus-pandemic-vietnam-hanoi-2eb79f938c480276dfd48b2865b301cf
[2] https://bangordailynews.com/2021/09/15/news/7-more-mainers-have-died-and-another-778-coronavirus-cases-reported-across-the-state-0vzoa9n507wn/
[2] https://apnews.com/article/russia-vladimir-putin-isolation-coronavirus-pandemic-f842e18bbb1bcb7090aa84de9b42951e
[1] http://trib.al/EPqg7Ol
[1] http://trib.al/o8dZRkj
[1] http://trib.al/0g7z5sL
[1] http://trib.al/aa5rqBk
[1] http://trib.al/8lwex6M
[1] http://trib.al/waujndD

Top URLs in Tweet in G8:
[2] https://www.mylondon.news/news/zone-1-news/healthy-mum-2-35-killed-21548121
[1] https://www.telegraph.co.uk/global-health/science-and-disease/coronavirus-news-covid-vaccine-winter-plan-lockdown-cases-deaths/
[1] https://nyti.ms/3kfwFlJ
[1] https://petition.parliament.uk/petitions/592632
[1] https://petition.parliament.uk/petitions/586017?fbclid=IwAR2icgT_hInW07mRyvuTbmr5mak_MqWW_NEnmw5mYRH2nGLVhuR6muS13Mg
[1] https://petition.parliament.uk/petitions/595767
[1] https://www.telegraph.co.uk/global-health/science-and-disease/coronavirus-news-covid-vaccine-schools-winter-lockdown-cases/?WT.mc_id=tmg_share_tw
[1] https://news.sky.com/story/covid-19-coronavirus-vaccines-to-be-offered-to-children-aged-12-to-15-chief-medical-officers-decide-12402855
[1] https://www.telegraph.co.uk/global-health/science-and-disease/coronavirus-news-covid-vaccine-schools-winter-lockdown-cases/
[1] https://www.gov.uk/government/publications/coronavirus-covid-19-vaccine-adverse-reactions/coronavirus-vaccine-summary-of-yellow-card-reporting

Top URLs in Tweet in G9:
[6] https://www.cnn.com/2021/09/15/health/us-coronavirus-wednesday/index.html
[4] https://www.cnn.com/2021/09/15/health/us-coronavirus-wednesday/index.html?utm_source=dlvr.it&utm_medium=twitter
[4] https://news.google.com/articles/CAIiELJHHMKaYXsB3Fp9257rGYUqGQgEKhAIACoHCAowocv1CjCSptoCMIrUpgU?hl=en-US&gl=US&ceid=US%3Aen
[2] https://www.cnn.com/interactive/2020/health/coronavirus-questions-answers/?utm_source=dlvr.it&utm_medium=twitter#when-can-kids-younger-than-age-12-start-getting-vaccinated
[1] https://trib.al/dczvYwe
[1] https://trib.al/9c6EQ8S
[1] https://cnn.it/3hyoVcz
[1] https://cnn.it/3EpDyZI
[1] https://trib.al/450vCXc
[1] https://cnn.it/3lvvluj

Top URLs in Tweet in G10:
[73] https://www.elmundo.es/espana/2021/09/16/6142f647e4d4d890368b4655.html?cid=BESOCYEM01&utm_source=twitter&utm_medium=social_besocy&utm_campaign=BESOCYEM01
[3] https://www.consalud.es/pacientes/especial-coronavirus/japon-retira-millon-dosis-moderna-envasadas-rovi-espana-contaminadas_101403_102.html
[2] https://www.elmundo.es/espana/2021/09/16/6142f647e4d4d890368b4655.html
[1] https://www.abc.es/gente/abci-juan-pena-ingresado-covid-si-hubiera-vacunado-no-estaria-202109151759_noticia.html
[1] https://www.abc.es/sociedad/abci-paises-mayores-o-menores-restricciones-coronavirus-202109131437_noticia.html#vca=rrss&vmc=abc-es&vso=tw&vli=cm-general&_tcode=Z2tkN2Yy
[1] https://www.elmundo.es/ciencia-y-salud/salud/2021/09/17/6143c426fc6c83d8468b4604.html
[1] http://www.pharmabaires.com/2171-publican-mas-evidencias-de-la-financiacion-estadounidense-de-investigaciones-sobre-los-coronavirus-en-wuhan-previas-al-estallido-de-la-pandemia.html
[1] https://www.antena3.com/noticias/mundo/alemania-permitira-empresas-preguntar-sus-trabajadores-han-vacunado-coronavirus_20210903613283a02d9796000162dc55.html
[1] https://bit.ly/3ExCItY

Top Domains
Top Domains in Tweet in Entire Graph:
[168] trib.al
[133] eldiario.es
[114] co.uk
[106] twitter.com
[102] reuters.com
[92] ctvnews.ca
[86] elmundo.es
[74] com.br
[70] cnn.com
[68] apnews.com

Top Domains in Tweet in G1:
[41] co.uk
[34] twitter.com
[25] cnn.com
[21] com.ar
[21] elespanol.com
[18] gov.uk
[18] com.br
[17] apnews.com
[15] youtube.com
[15] thedailystar.net

Top Domains in Tweet in G2:
[1] koreaherald.com

Top Domains in Tweet in G3:
[3] npr.org
[3] whas11.com
[3] ft.com
[1] wral.com
[1] miamiherald.com
[1] huffpost.com

Top Domains in Tweet in G4:
[111] eldiario.es
[1] twitter.com

Top Domains in Tweet in G5:
[70] ctvnews.ca
[2] cnn.com
[1] washingtonpost.com
[1] halifaxtoday.ca
[1] hamilton.ca
[1] orlandosentinel.com

Top Domains in Tweet in G6:
[1] worldbank.org

Top Domains in Tweet in G7:
[22] trib.al
[14] apnews.com
[6] afp.com
[3] bangordailynews.com
[1] rfi.fr
[1] yahoo.com
[1] msn.com
[1] bit.ly
[1] whas11.com
[1] reuters.com

Top Domains in Tweet in G8:
[3] co.uk
[3] parliament.uk
[2] mylondon.news
[1] nyti.ms
[1] sky.com
[1] gov.uk
[1] scitechdaily.com
[1] apnews.com
[1] nfaap.org

Top Domains in Tweet in G9:
[12] cnn.com
[5] cnn.it
[5] google.com
[3] trib.al

Top Domains in Tweet in G10:
[76] elmundo.es
[3] consalud.es
[2] abc.es
[1] pharmabaires.com
[1] antena3.com
[1] bit.ly

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[963] coronavirus
[698] covid19
[184] covid_19
[112] covid
[104] venezuela
[80] últimahora
[61] mironews
[57] corona
[41] vaccination
[40] kitajagakita



Top Hashtags in Tweet in G1:
[261] coronavirus
[126] covid19
[31] covid
[23] corona
[14] bangladesh
[14] bangladeshfightscorona
[14] covid19vaccination
[13] vaccine
[13] covidー19
[13] covid_19

Top Hashtags in Tweet in G2:
[1] bts
[1] 방탄소년단

Top Hashtags in Tweet in G3:
[2] covid19
[2] deathsantis
[1] demvoice1
[1] getvaccinated
[1] wearamask

Top Hashtags in Tweet in G5:
[9] unvaccinated
[3] hamont
[1] covid
[1] icu
[1] onpoli
[1] vaccineswork
[1] ontario
[1] thisisourshotca
[1] covid19
[1] nursesvoicesmatter

Top Hashtags in Tweet in G6:
[87] covid_19
[85] venezuela
[5] lapatriasedefiende
[5] fanb
[5] envivo
[4] 9/15/2021 12:00:00 AM
[4] ceofanb
[4] coronavirus
[3] ahora
[3] gnb

Top Hashtags in Tweet in G7:
[7] update
[4] breaking
[2] coronavirus
[2] covid19
[1] frenchlaundry
[1] californiarecallelection
[1] trumpism
[1] mileg
[1] syriza
[1] ahpv

Top Hashtags in Tweet in G8:
[2] mhra
[2] covid
[2] vaccination
[1] repealthecoronavirusact
[1] childrenbeforepolitics
[1] covid19
[1] lockdown
[1] tyranny

Top Hashtags in Tweet in G9:
[1] yestoscience

Top Hashtags in Tweet in G10:
[73] últimahora
[3] japón
[3] vacunacovid19
[1] gobiernocriminalycorrupto

Top Words
Top Words in Tweet in Entire Graph:
[3167] coronavirus
[1962] covid
[1264] 19
[963] #coronavirus
[750] vaccine
[698] #covid19
[502] people
[489] cases
[440] pandemic
[369] 000

Top Words in Tweet in G1:
[506] coronavirus
[283] covid
[261] #coronavirus
[196] 19
[126] #covid19
[97] cases
[73] casos
[70] people
[64] vaccine
[54] more

Top Words in Tweet in G2:
[214] coronavirus
[213] bts_twt
[212] president
[212] moon
[212] jae
[212] members
[212] shaking
[212] hands
[212] age
[212] pandemic

Top Words in Tweet in G3:
[172] kniggem
[169] coronavirus
[168] 000
[168] one
[168] person
[168] died
[167] sea
[167] 650
[167] white
[167] flags

Top Words in Tweet in G4:
[99] yolanda
[99] díaz
[78] iescolar
[64] cis
[64] líder
[64] mejor
[64] valorada
[60] pp
[53] eldiarioes
[53] gobierno

Top Words in Tweet in G5:
[109] icu
[108] covid
[102] inside
[97] 19
[93] patients
[87] ontario
[86] unvaccinated
[85] largely
[85] young
[51] ctvnews

Top Words in Tweet in G6:
[140] coronavirus
[88] total
[87] #covid_19
[86] pacientes
[86] generales
[85] estadísticas
[85] #venezuela
[85] contagios
[84] libertad003
[82] recuper

Top Words in Tweet in G7:
[95] ap
[53] covid
[45] coronavirus
[34] 19
[33] people
[24] health
[22] more
[21] european
[21] president
[19] vaccine

Top Words in Tweet in G8:
[71] vaccine
[69] coronavirus
[54] prevent
[51] researchers
[51] israel
[51] reported
[51] wednesday
[51] third
[51] dose
[51] pfizer

Top Words in Tweet in G9:
[170] cnn
[85] analysis
[83] united
[83] states
[83] vaccine
[82] johns
[82] hopkins
[82] university
[81] officials
[81] debate

Top Words in Tweet in G10:
[116] coronavirus
[82] juzgado
[82] madrid
[81] fernando
[81] simón
[81] gestión
[80] investiga
[73] elmundoes
[73] #últimahora
[30] abc_es

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1199] covid,19
[295] coronavirus,pandemic
[214] president,moon
[214] shaking,hands
[214] hands,age
[214] age,coronavirus
[212] moon,jae
[212] jae,bts_twt
[212] bts_twt,members
[212] members,shaking

Top Word Pairs in Tweet in G1:
[186] covid,19
[35] #coronavirus,#covid19
[32] contra,coronavirus
[30] coronavirus,cases
[28] #covid19,#coronavirus
[26] casos,activos
[21] coronavirus,pandemic
[20] contagios,nuevos
[20] nuevos,bajan
[16] fully,vaccinated

Top Word Pairs in Tweet in G2:
[212] president,moon
[212] moon,jae
[212] jae,bts_twt
[212] bts_twt,members
[212] members,shaking
[212] shaking,hands
[212] hands,age
[212] age,coronavirus
[212] coronavirus,pandemic
[211] kpop_herald,president

Top Word Pairs in Tweet in G3:
[168] person,died
[168] died,coronavirus
[167] sea,650
[167] 650,000
[167] 000,white
[167] white,flags
[167] flags,one
[167] one,person
[167] coronavirus,taking
[167] taking,shape

Top Word Pairs in Tweet in G4:
[99] yolanda,díaz
[64] líder,mejor
[64] mejor,valorada
[52] díaz,sigue
[52] sigue,siendo
[52] siendo,líder
[52] valorada,cis
[51] iescolar,yolanda
[35] díaz,recuerda
[35] recuerda,pp

Top Word Pairs in Tweet in G5:
[97] covid,19
[87] inside,ontario
[85] ontario,icu
[85] icu,covid
[85] 19,patients
[85] patients,largely
[83] largely,young
[83] young,unvaccinated
[34] ctvnews,inside
[32] watch,look

Top Word Pairs in Tweet in G6:
[85] #covid_19,estadísticas
[85] estadísticas,generales
[85] generales,coronavirus
[85] coronavirus,#venezuela
[85] #venezuela,total
[85] total,contagios
[82] libertad003,#covid_19
[82] pacientes,recuper
[56] contagios,350
[56] 350,795

Top Word Pairs in Tweet in G7:
[34] covid,19
[16] european,union
[15] virus,update
[14] pope,francis
[12] ap,virus
[12] 26,50
[12] 50,largest
[12] largest,public
[12] francis,understand
[12] understand,people

Top Word Pairs in Tweet in G8:
[53] coronavirus,vaccine
[51] researchers,israel
[51] israel,reported
[51] reported,wednesday
[51] wednesday,third
[51] third,dose
[51] dose,pfizer
[51] pfizer,biontech
[51] biontech,coronavirus
[51] vaccine,prevent

Top Word Pairs in Tweet in G9:
[85] cnn,analysis
[83] united,states
[82] johns,hopkins
[82] hopkins,university
[81] officials,united
[81] states,debate
[81] debate,vaccine
[81] vaccine,boosters
[81] boosters,requirements
[81] requirements,cnn

Top Word Pairs in Tweet in G10:
[82] juzgado,madrid
[81] fernando,simón
[80] madrid,investiga
[80] investiga,fernando
[80] simón,gestión
[80] gestión,coronavirus
[73] #últimahora,juzgado
[72] elmundoes,#últimahora
[29] os,corrijo
[29] corrijo,titular

Top Replied-To
Top Replied-To in Entire Graph:
@jlitwinetz
@marybethpf
@laventanaindis3
@zyitegadgets
@im_coronavirus
@tonyh15177538
@2d_day
@andaluciajunta
@arashi_livefilm
@kniggem

Top Replied-To in G1:
@davidge96918347

Top Replied-To in G3:
@kniggem

Top Replied-To in G5:
@spacecadet2016
@ctvnews

Top Replied-To in G7:
@ap
@cgtnfrancais

Top Replied-To in G8:
@b52malmet
@offshoretactics
@joncoopertweets
@bea_johanssen

Top Replied-To in G10:
@aldefrutos

Top Mentioned
Top Mentioned in Entire Graph:
@bts_twt
@kpop_herald
@kniggem
@ap
@cnn
@libertad003
@iescolar
@elmundoes
@lsferguson
@flmirones

Top Mentioned in G1:
@ukcareguide
@debugliesnews
@ichinwe32
@telefesalta
@radiobrisas
@starknakedbrief
@spacesofubi
@atillatorgay
@narblocbs
@assembleaer

Top Mentioned in G2:
@bts_twt
@kpop_herald
@btspressdata

Top Mentioned in G3:
@kniggem
@sbfirstenberg
@adamsearing
@forwardarc
@whas11
@sarni66
@phillipsoninst
@iused2bakecakes
@ap

Top Mentioned in G4:
@iescolar
@eldiarioes
@ramonlobo
@edugaresp
@ikaitor
@carlossmato
@fatymacaballero
@inigoaduriz
@carmoraga
@silviaramrez1

Top Mentioned in G5:
@ctvnews
@colindmello
@dfisman
@ctvtoronto
@ctv_avisfavaro
@cousins_ben
@ctv
@hamh
@bulldoghill
@hamhealthsci

Top Mentioned in G6:
@libertad003
@delcyrodriguezv
@nicolasmaduro
@mippcivzla
@luchaalmada
@seniat_oficial
@presidencialven
@worldbank
@somos_ejercito
@armadafanbvzla

Top Mentioned in G7:
@ap
@ap_europe
@afp
@afpfactcheck
@kremlinrussia_e
@davideggert00
@williamdavidlai
@nato
@superiorcourthr
@wto

Top Mentioned in G8:
@toadmeister
@martindaubney
@hicksyalex
@tonyhinton2016
@barereality
@cmo_england
@joncoopertweets
@natydenegri
@telegraph
@netpoette

Top Mentioned in G9:
@cnn
@friendeden100
@mpolymer
@cnni
@sgbassett
@theradiotfi
@jimstaro
@jmacliberty2
@astartiel
@ryanstruyk

Top Mentioned in G10:
@elmundoes
@abc_es
@arturovilla_
@azoteprogreston
@____daniel___e
@lcsantacruz
@carlesenric
@efenoticias
@victorig80
@criserratosa

Top Tweeters
Top Tweeters in Entire Graph:
@caraotadigital
@kakusan_rt
@ja8yum
@infoitinterno
@el_cooperante
@mrdjones
@sectest9
@dolartoday
@contrapuntovzla
@rashidaldosari

Top Tweeters in G1:
@infoitinterno
@el_cooperante
@berkleybearnews
@portaldiarioar
@newsoneplace
@dclarediane
@vonivar
@breinguash
@hagiwararyu11
@runrunesweb

Top Tweeters in G2:
@monotan7
@luvatiney
@yorda0901
@kimtatarj
@btsvrmyj
@sunshineworldjh
@njannahnawa
@yuyu1408_
@sahra1236
@mcmc17dream

Top Tweeters in G3:
@britpoptarts
@metaquest
@freeandclear1
@alephsmom
@mitsukajimaya
@shellitweetz
@nitemists
@sherijr
@hoosier47906
@tina12312

Top Tweeters in G4:
@mmoli588
@lavosqui
@luis_endera
@mariaredondo18
@eldiarioes
@jcalvodiaz
@komandante_solo
@guibon35
@demeligrana
@mamenbond

Top Tweeters in G5:
@chilhon2016lap
@bulldoghill
@kathy73921688
@smittycanada1
@holybullies
@jeffreyluscombe
@ctvnews
@pasqualiba
@eflorian10
@maryanne_rose

Top Tweeters in G6:
@zlyro95864749
@mippcivzla
@gnb_tachira
@mauraaguedez
@seniat_oficial
@catherinecarab8
@nicolasmaduro
@tmaniglia
@presidencialven
@luis_perez1487

Top Tweeters in G7:
@rashidaldosari
@laki0814
@billieo2
@annoula64
@girlzinger
@bassaces1
@brandonmscales
@mel_storni
@flyhyland
@terryg1979

Top Tweeters in G8:
@b52malmet
@joncoopertweets
@luckyluna07
@richoneill282
@seonaidsnail
@americanmclass
@linfield1641
@daviddsmithson1
@barbaragoggin4
@euphrosene

Top Tweeters in G9:
@sddphoto
@gumboqueen3030
@cece_23spalding
@weskusgogga
@igallupd
@astartiel
@wendymarcinkie1
@cnn
@careerfed
@igneousidol

Top Tweeters in G10:
@telegrafia01
@abc_es
@elmundoes
@montllo
@efenoticias
@gcedeo
@colaseta
@imorgon14
@reymariajesus
@mariner14350419