COVID-19, Twitter, 10/24/2020 8:37:57 PM, 238675


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COVID-19_2020-10-24_00-00-01.xlsx
COVID-19_2020-10-24_00-00-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
October 24, 2020
Short Description:
COVID-19 via NodeXL https://bit.ly/2TlV9vl
@anotherone1990
@reuters
@who
@jesskkoketa
@us_fda
@doctormacias
@msnbc
@ricardoanayac
@lopezdoriga
@neighborseast

Top hashtags:
#covid19
#covid_19
#debates2020
#covid
#coronavirus
#covid__19
#44125
#últimahora

Description:
Description
The graph represents a network of 10,204 Twitter users whose tweets in the requested range contained "COVID-19", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Saturday, 24 October 2020 at 07:20 UTC.

The requested start date was Saturday, 24 October 2020 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, 3-minute period from Wednesday, 21 October 2020 at 03:16 UTC to Friday, 23 October 2020 at 03:19 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 : 10204
Unique Edges : 5311
Edges With Duplicates : 12709
Total Edges : 18020
Number of Edge Types : 5
Tweet : 3122
Retweet : 5729
MentionsInRetweet : 6818
Replies to : 507
Mentions : 1844
Self-Loops : 3147
Reciprocated Vertex Pair Ratio : 0.00523499302000931
Reciprocated Edge Ratio : 0.0104154611734753
Connected Components : 2826
Single-Vertex Connected Components : 881
Maximum Vertices in a Connected Component : 2035
Maximum Edges in a Connected Component : 4869
Maximum Geodesic Distance (Diameter) : 33
Average Geodesic Distance : 11.04002
Graph Density : 8.29976256589431E-05
Modularity : 0.541744
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 10,204 Twitter users whose tweets in the requested range contained "COVID-19", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Saturday, 24 October 2020 at 07:20 UTC.

The requested start date was Saturday, 24 October 2020 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, 3-minute period from Wednesday, 21 October 2020 at 03:16 UTC to Friday, 23 October 2020 at 03:19 UTC.

Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".

Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : GraphServerTwitterSearch
Graph Term : COVID-19
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:
[21] https://www.npr.org/sections/health-shots/2020/10/20/925441975/studies-point-to-big-drop-in-covid-19-death-rates
[21] https://noticias.uol.com.br/saude/ultimas-noticias/redacao/2020/10/21/diretora-da-oms-nao-recomenda-que-vacina-contra-covid-19-seja-obrigatoria.amp.htm?__twitter_impression=true
[15] https://www.sun-sentinel.com/opinion/commentary/fl-op-com-schultz-herd-immunity-desantis-20201020-divw6pv7bjfrfg32skrxbgzjhe-story.html
[13] https://www.worldcommunitygrid.org/research/opn1/overview.do
[12] https://www.reuters.com/article/health-coronavirus-brazil-vaccine-idUSKBN2762N2?taid=5f90f6dcb3855100018c10f3&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[11] http://www.eluni.mx/gzivu
[11] https://www.theatlantic.com/health/archive/2020/10/coronavirus-election-day-surge/616822/
[11] https://www.bloomberg.com/opinion/articles/2020-10-20/covid-19-and-movie-theaters-the-film-industry-deserves-saving?sref=2o0rZsF1&utm_content=view&cmpid%3D=socialflow-twitter-view&utm_campaign=socialflow-organic&utm_medium=social&utm_source=twitter
[10] https://www.wsbtv.com/news/local/atlanta/new-covid-19-outbreak-buckhead-nursing-home-infects-nearly-30-kills-7/2ZAVLKVEEVGG5D7RPWREWYLFTQ/?utm_campaign=snd-autopilot
[9] https://www.la-saga.com/actual/yeidckol-polevsnky-da-positivo-covid-19

Top URLs in Tweet in G1:
[4] https://twitter.com/i/events/1318634924006461440
[3] https://www.statnews.com/2020/10/21/cumulative-time-covid-19-spread/
[3] https://www.fda.gov/news-events/press-announcements/fda-approves-first-treatment-covid-19
[2] https://www.usatoday.com/story/news/politics/2020/10/20/covid-19-stimulus-senate-vote-ppp-loans-deadline-nears/3664901001/
[2] https://www.facebook.com/bworldph/videos/1009098672836874
[2] https://www.npr.org/sections/health-shots/2020/10/20/925441975/studies-point-to-big-drop-in-covid-19-death-rates
[2] https://www.cnn.com/videos/politics/2020/10/20/keilar-why-we-cover-covid-response-trump-rally-sot-vpx-nr.cnn
[2] https://www.npr.org/sections/goatsandsoda/2020/10/20/925892185/do-masks-really-cut-your-risk-of-catching-covid-19-on-long-plane-flights?utm_campaign=storyshare&utm_source=twitter.com&utm_medium=social
[2] https://www.youtube.com/watch?v=fOme20RYX9Y&utm_source=dlvr.it&utm_medium=twitter

[2] https://twitter.com/ANCALERTS/status/1319102294881783808

Top URLs in Tweet in G2:
[11] http://www.eluni.mx/gzivu
[4] https://www.eluniversal.com.mx/estados/boda-con-300-invitados-desata-al-menos-100-contagios-de-covid-19-en-baja-california?amp#aoh=16032412172751&referrer=https%3A%2F%2Fwww.google.com&_tf=De%20%251%24s
[3] https://lopezdoriga.com/nacional/ricardo-anaya-da-positivo-a-covid-19-presenta-sintomas-leves/
[3] https://www.gob.mx/salud/prensa/nuevo-coronavirus-en-el-mundo-covid-19-comunicado-tecnico-diario-255038
[3] https://www.eluniversal.com.mx/estados/chihuahua-regresa-semaforo-rojo-por-covid-19-con-medidas-extremas
[3] https://ourworldindata.org
[2] http://www.eluni.mx/b35vq
[2] https://laotraopinion.com.mx/detectan-cinco-brotes-de-covid-19-en-empresas-de-bc/
[2] https://genero-covid19.gire.org.mx/
[2] https://www.unotv.com/internacional/eu-autoriza-uso-de-remdesivir-como-tratamiento-contra-covid-19/

Top URLs in Tweet in G3:
[2] https://twitter.com/i/broadcasts/1BRKjYPRmNVxw
[2] https://www.hindustantimes.com/kerala/kerala-s-covid-19-positivity-rate-thrice-national-average-triggers-blame-game/story-JWGVP8iS4QVvXwVxMCPT2M.html
[2] https://www.hindustantimes.com/world-news/biden-warns-trump-has-no-plan-to-stop-dark-winter-of-covid-19-deaths/story-jncS9iUCz7SLwEjmHIycKO.html
[2] https://www.msn.com/en-us/health/medical/trump-needs-a-psychiatric-test-now-he-s-evaded-it-for-years-and-covid-19-can-affect-the-brain-long-after-the-illness-fades/ar-BB1agyvY?ocid=msedgntp
[2] https://www.chicagotribune.com/coronavirus/ct-nw-second-coronavirus-stimulus-check-updates-20201020-df5yeoxfqfhctg4o4vymhqzkmi-story.html
[1] https://cnn.it/3jvawMF
[1] https://cnn.it/31qtltQ
[1] https://trib.al/etokNF7
[1] https://cnn.it/2ICcSwc
[1] https://cnn.it/3m7siqU

Top URLs in Tweet in G4:
[6] http://www.minci.gob.ve/vacunas-anti-covid-19-con-sello-venezolano/
[5] http://www.minci.gob.ve/venezuela-registro-483-contagios-por-covid-19-en-las-ultimas-24-horas/
[4] https://www.vtv.gob.ve/venezuela-casos-covid-21102020-2/
[4] https://twitter.com/VTVcanal8/status/1319099260080738304
[3] https://www.vtv.gob.ve/venezuela-bella-3-520-desinfeccion-pais-lucha-covid-19/
[3] https://bit.ly/2H8lYka
[3] https://primicia.com.ve/nacion/381-nuevos-casos-de-covid-19-y-6-fallecidos/
[2] https://www.vtv.gob.ve/venezuela-casos-covid-20102020/
[2] https://primicia.com.ve/nacion/gobierno-nacional-reporta-391-nuevos-casos-de-covid-19/
[2] https://mazo4f.com/dante-rivas-supera-el-covid-19-y-anuncia-despliegue-rumbo-a-elecciones-parlamentarias-del-6d

Top URLs in Tweet in G5:
[15] https://www.sun-sentinel.com/opinion/commentary/fl-op-com-schultz-herd-immunity-desantis-20201020-divw6pv7bjfrfg32skrxbgzjhe-story.html
[2] https://www.inforum.com/newsmd/coronavirus/6725891-Overwhelmed-by-cases-North-Dakota-tells-residents-with-COVID-19-to-do-their-own-contact-tracing
[1] https://www.cbsnews.com/news/new-york-city-mother-food-bank-coronavirus-pandemic/?ftag=CNM-00-10aab7e&linkId=102659063
[1] https://on.msnbc.com/3dJMpse
[1] https://on.msnbc.com/3oeNxZQ
[1] https://on.msnbc.com/3obHWmN
[1] https://on.msnbc.com/31vjlQg
[1] https://on.msnbc.com/3ogMgkU
[1] https://on.msnbc.com/37qJG5S
[1] https://www.argusleader.com/story/opinion/editorials/2020/10/22/editorial-south-dakota-covid-19-leadership-governor-kristi-noem/3726556001/

Top URLs in Tweet in G6:
[11] https://www.theatlantic.com/health/archive/2020/10/coronavirus-election-day-surge/616822/
[6] https://www.cbsnews.com/news/presidential-debate-biden-warns-dark-winter-covid-19-trump-no-plan-or-vaccine/?ftag=CNM-00-10aab7e&linkId=102659757
[3] https://www.cbsnews.com/live-updates/covid-19-latest-news-2020-10-20/?ftag=CNM-00-10aab7e&linkId=102472523#post-update-0545cc1a
[3] https://www.cbsnews.com/news/new-york-city-mother-food-bank-coronavirus-pandemic/?ftag=CNM-00-10aab7e&linkId=102659063
[3] https://www.theatlantic.com/health/archive/2020/09/how-america-can-survive-the-winter/616401/
[3] https://trib.al/VsqhsJy
[2] https://www.cbsnews.com/news/rural-hospitals-overwhelmed-as-coronavirus-cases-soar-nationwide/?ftag=CNM-00-10aab7e&linkId=102465701
[2] https://www.cbsnews.com/live-updates/presidential-debate-trump-biden-2020-10-22/?ftag=CNM-00-10aab7e&linkId=102659573#post-update-636470e1
[2] https://trib.al/TzLVI63
[2] https://thehill.com/homenews/state-watch/522310-ohio-breaks-record-for-single-day-increase-in-covid-19-cases

Top URLs in Tweet in G7:
[1] https://www.diariodocentrodomundo.com.br/essencial/critico-do-isolamento-social-e-defensor-da-cloroquina-senador-arolde-de-oliveira-morre-vitima-da-covid-19/
[1] https://www.uol.com.br/vivabem/noticias/redacao/2020/08/25/morte-de-crianca-com-covid-19-mostra-ataque-do-virus-ao-coracao-diz-estudo.htm
[1] https://glo.bo/3dKMcFd

Top URLs in Tweet in G8:
[3] https://timesofindia.indiatimes.com/india/new-covid-19-cases-in-india-dip-below-50000-for-first-time-in-nearly-three-months/articleshow/78763320.cms
[3] https://www.timesnownews.com/india/article/lockdown-usage-of-masks-made-indias-covid-19-recovery-rate-the-highest-pm-narendra-modi/669747
[2] https://www.financialexpress.com/industry/online-classes-fee-waivers-schools-distant-learning-coronavirus-lockdown-digital-india-internet-education-infrastructure-online-learning/1946227/
[2] https://www.financialexpress.com/lifestyle/travel-tourism/covid-19-impact-goas-beach-shacks-face-unusual-challenges-on-setting-up-again-details/2110958/
[1] https://twitter.com/rjraunac/status/1319260743305367553
[1] https://pib.gov.in/PressReleasePage.aspx?PRID=1666101
[1] https://www.outlookindia.com/website/story/india-news-amit-shah-shares-pm-modis-three-mantras-to-fight-covid-19/361751
[1] https://www.financialexpress.com/lifestyle/health/govt-will-ensure-that-covid-19-vaccine-reaches-each-indian-says-pm-modi/2110241/

Top URLs in Tweet in G9:
[12] https://www.reuters.com/article/health-coronavirus-brazil-vaccine-idUSKBN2762N2?taid=5f90f6dcb3855100018c10f3&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[4] https://www.reuters.com/article/us-health-coronavirus-plasma-idUSKBN27738R?taid=5f92460fcb5e190001a170bc&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[4] https://www.reuters.com/article/us-health-coronavirus-britain-fraud-idUSKBN27737R?taid=5f9244df4f522800015fcf71&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[3] https://www.reuters.com/article/us-health-coronavirus-usa-vaccine-idUSKBN27633V?taid=5f90e8d74f522800010651a6&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[2] https://saude.estadao.com.br/noticias/geral,estudo-da-oms-aponta-ineficacia-da-hidroxicloroquina-e-outros-3-antivirais-contra-a-covid-19,70003477471
[2] https://www.biocentury.com/article/631355/fda-advisory-committee-rejects-covid-19-unblinding
[2] https://www.fda.gov/news-events/press-announcements/fda-approves-first-treatment-covid-19
[2] https://trib.al/9SXZR6q
[1] https://oglobo.globo.com/sociedade/aliados-nos-erros-desde-marco-bolsonaro-defendeu-em-publico-uso-da-cloroquina-em-pelo-menos-27-dias-24540059
[1] https://brasil.elpais.com/brasil/2020-04-27/producao-de-cloroquina-pelo-exercito-aumenta-80-vezes-mesmo-sem-conclusao-de-sua-eficacia-contra-a-covid-19.html

Top URLs in Tweet in G10:
[7] https://www.la-saga.com/actual/yeidckol-polevsnky-da-positivo-covid-19
[2] https://www.youtube.com/watch?v=8sP4XrV6esw&feature=youtu.be

[2] https://www.adn40.mx/poder/nota/notas/2020-10-22-21-57/ricardo-anaya-da-positivo-a-covid-19
[2] https://www.youtube.com/watch?v=jYzzkKtMxz0&feature=youtu.be

[1] https://twitter.com/thesharedscope/status/1318636003221975047
[1] https://www.nytimes.com/live/2020/10/20/world/covid-19-coronavirus-updates?campaign_id=154&emc=edit_cb_20201020&instance_id=23322&nl=coronavirus-briefing®i_id=78660036&segment_id=41663&te=1&user_id=71071893f19ee4ce4e10cb7d9c28a8dc#all-62-residents-of-a-kansas-nursing-home-caught-the-virus-in-two-weeks
[1] https://www.npr.org/sections/goatsandsoda/2020/10/20/925892185/do-masks-really-cut-your-risk-of-catching-covid-19-on-long-plane-flights
[1] https://www.theguardian.com/us-news/live/2020/oct/19/donald-trump-joe-biden-coronavirus-covid-19-us-election-live-updates?page=with:block-5f8db0ed8f08d277d177db0a#block-5f8db0ed8f08d277d177db0a
[1] https://www.nytimes.com/interactive/2020/10/22/us/covid-rural-us.html
[1] https://www.bmj.com/content/371/bmj.m4072

Top Domains
Top Domains in Tweet in Entire Graph:
[239] twitter.com
[107] bit.ly
[80] com.mx
[67] com.br
[48] reuters.com
[47] youtube.com
[41] npr.org
[38] trib.al
[34] cbc.ca
[32] cnn.com

Top Domains in Tweet in G1:
[75] twitter.com
[22] com.mx
[11] youtube.com
[11] cnn.com
[10] cbc.ca
[9] facebook.com
[8] com.ar
[8] instagram.com
[8] blogspot.com
[7] msn.com

Top Domains in Tweet in G2:
[19] com.mx
[15] bit.ly
[13] eluni.mx
[7] lopezdoriga.com
[7] twitter.com
[4] facebook.com
[3] gob.mx
[3] ourworldindata.org
[2] org.mx
[2] unotv.com

Top Domains in Tweet in G3:
[13] cnn.it
[10] twitter.com
[4] hindustantimes.com
[2] msnbc.com
[2] msn.com
[2] chicagotribune.com
[2] nj.com
[1] trib.al
[1] umn.edu
[1] india.com

Top Domains in Tweet in G4:
[24] gob.ve
[9] twitter.com
[8] bit.ly
[8] mazo4f.com
[5] com.ve
[4] sputniknews.com
[3] noticierovenevision.net
[2] dailymotion.com
[2] youtube.com

Top Domains in Tweet in G5:
[15] sun-sentinel.com
[6] msnbc.com
[2] inforum.com
[1] cbsnews.com
[1] argusleader.com
[1] desmoinesregister.com
[1] grandforksherald.com
[1] wfla.com
[1] jnj.com
[1] latimes.com

Top Domains in Tweet in G6:
[17] cbsnews.com
[14] theatlantic.com
[5] trib.al
[4] thehill.com
[3] abcn.ws
[3] ny.gov
[2] twitter.com
[2] govtrack.us
[2] msn.com
[1] cbsn.ws

Top Domains in Tweet in G7:
[2] com.br
[1] glo.bo

Top Domains in Tweet in G8:
[5] financialexpress.com
[3] indiatimes.com
[3] timesnownews.com
[1] twitter.com
[1] gov.in
[1] outlookindia.com

Top Domains in Tweet in G9:
[25] reuters.com
[3] reut.rs
[3] fda.gov
[3] latestly.com
[3] cnn.it
[2] com.br
[2] biocentury.com
[2] trib.al
[1] globo.com
[1] elpais.com

Top Domains in Tweet in G10:
[10] youtube.com
[7] la-saga.com
[3] twitter.com
[3] adn40.mx
[2] nytimes.com
[1] npr.org
[1] theguardian.com
[1] bmj.com
[1] nih.gov
[1] cdc.gov

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[361] covid19
[324] covid_19
[151] debates2020
[95] covid
[80] coronavirus
[75] covid__19
[61] 44125
[50] últimahora
[49] independenciaproducciónysoberanía
[45] envideo



Top Hashtags in Tweet in G1:
[35] covid19
[24] covid_19
[19] covid
[17] ingatpesanibu
[17] katadatalawancovid19
[15] coronavirus
[9] kapoldasulsel
[9] poldasulsel
[8] covid__19
[6] vaccine

Top Hashtags in Tweet in G2:
[34] covid_19
[27] últimahora
[14] ahora
[9] covid__19
[9] covid19
[4] importante
[3] pan
[3] covid19mx
[3] covidー19mx
[3] quédateencasa

Top Hashtags in Tweet in G3:
[8] covid19
[7] debates2020
[6] covid_19
[2] uspresidentialelections2020
[2] vaccine
[2] uspresidentialdebate2020
[2] covid__19
[2] bidenharris2020
[2] bidenharrislandslide2020
[1] paycheckprotectionprogram

Top Hashtags in Tweet in G4:
[55] 10/21/2020 12:00:00 AM
[49] independenciaproducciónysoberanía
[45] envideo
[31] venezuelamotorproductivo
[29] covid_19
[26] pueblosunidosendemocracia
[18] 0.5
[18] AM
[17] reportecovid19
[16] notimippci

Top Hashtags in Tweet in G5:
[69] debates2020
[1] msnbc2020
[1] ripjeremorris
[1] votetrumpout

Top Hashtags in Tweet in G6:
[15] covid19
[14] covid__19
[14] covididiots
[10] debates2020
[2] abc15
[2] covid
[2] coronavirus
[1] glamourwoty
[1] trump
[1] clemencynow

Top Hashtags in Tweet in G7:
[2] covid__19
[1] lulainocentequintasdv

Top Hashtags in Tweet in G8:
[11] covid_19
[3] debate
[3] joebiden
[2] pandemic
[2] modihaitohmumkinhai
[2] goa
[2] janandolan
[2] unite2fightcorona
[1] trump
[1] debate2020

Top Hashtags in Tweet in G9:
[9] covid19
[3] remdesivir
[3] jimin
[3] tedrosadhanomghebreyesus
[2] covid_19
[2] bivaforum
[1] bolsonarocharlatão
[1] bts
[1] us
[1] ipl2020

Top Hashtags in Tweet in G10:
[17] covid_19
[16] azucenaxmilenio
[3] chihuahua
[3] últimahora
[3] nuevoleón
[3] durango
[3] oaxaca
[3] covid__19
[2] méxico
[2] cdmx

Top Words
Top Words in Tweet in Entire Graph:
[7559] covid
[7310] 19
[834] trump
[547] people
[470] casos
[435] cases
[361] #covid19
[359] pandemic
[348] 000
[340] more

Top Words in Tweet in G1:
[856] covid
[841] 19
[61] cases
[58] 2020
[47] kesehatan
[47] more
[46] dan
[44] casos
[43] trump
[43] vaccine

Top Words in Tweet in G2:
[277] covid
[257] 19
[141] positivo
[116] yeidckol
[83] gibrán
[71] morena
[69] ramírez
[69] delgado
[68] mario
[61] lopezdoriga

Top Words in Tweet in G3:
[234] covid
[229] 19
[116] realdonaldtrump
[76] trump
[67] joebiden
[46] china
[42] one
[41] pay
[32] gop
[29] cnn

Top Words in Tweet in G4:
[274] covid
[272] 19
[147] venezuela
[141] casos
[62] vtvcanal8
[59] contra
[56] #21oct
[55] luchaalmada
[49] #independenciaproducciónysoberanía
[47] mippcivzla

Top Words in Tweet in G5:
[193] covid
[120] msnbc
[114] 19
[97] maddow
[96] trump
[74] president
[70] worst
[70] outbreak
[69] fact
[69] checks

Top Words in Tweet in G6:
[127] covid
[126] 19
[99] trump
[48] abc
[40] people
[38] streaming
[29] administration
[28] 000
[26] americans
[24] president

Top Words in Tweet in G7:
[133] covid
[132] senador
[132] arolde
[132] oliveira
[132] 19
[126] morreu
[125] hoje
[113] felipeneto
[113] infelizmente
[113] importante

Top Words in Tweet in G8:
[82] 19
[81] covid
[69] narendramodi
[59] क
[44] law
[44] fighting
[43] preserving
[43] order
[43] solving
[43] horrendous

Top Words in Tweet in G9:
[102] covid
[101] 19
[40] ส
[40] บ
[26] reuters
[24] trial
[21] contra
[21] ก
[20] การท
[20] หลายๆคนร

Top Words in Tweet in G10:
[83] covid
[75] 19
[54] doctormacias
[27] casos
[19] octubre
[18] pandemia
[17] méxico
[17] ancianos
[17] dio
[17] positivo

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[7160] covid,19
[219] contra,covid
[190] arolde,oliveira
[173] president,trump
[166] casos,covid
[166] positivo,covid
[165] 19,pandemic
[161] 19,relief
[159] senador,arolde
[149] 19,cases

Top Word Pairs in Tweet in G1:
[821] covid,19
[38] protokol,kesehatan
[28] 19,vaccine
[23] 19,cases
[19] 19,pandemic
[18] positivo,covid
[18] due,covid
[15] #ingatpesanibu,#katadatalawancovid19
[14] penyebaran,virus
[14] penyebaran,covid

Top Word Pairs in Tweet in G2:
[255] covid,19
[82] positivo,covid
[69] gibrán,ramírez
[59] dan,positivo
[57] mario,delgado
[53] dirigencia,morena
[44] delgado,yeidckol
[43] yeidckol,polvensky
[43] polvensky,gibrán
[43] ramírez,aspirantes

Top Word Pairs in Tweet in G3:
[229] covid,19
[21] great,bobby
[21] bobby,bowden
[21] bowden,one
[21] one,best
[21] best,coaches
[21] coaches,college
[21] college,football
[21] football,full
[21] full,recovery

Top Word Pairs in Tweet in G4:
[268] covid,19
[60] casos,covid
[53] contra,covid
[46] 19,venezuela
[39] #21oct,#independenciaproducciónysoberanía
[38] venezuela,registra
[37] 24,horas
[36] nuevos,casos
[36] últimas,24
[34] lucha,contra

Top Word Pairs in Tweet in G5:
[114] covid,19
[70] msnbc,maddow
[70] president,trump
[69] maddow,fact
[69] fact,checks
[69] checks,president
[69] trump,claims
[69] claims,covid
[69] 19,worst
[69] worst,covid

Top Word Pairs in Tweet in G6:
[124] covid,19
[24] 000,americans
[22] 19,relief
[22] relief,bill
[21] trump,failed
[21] failed,badly
[21] badly,covid
[21] 19,watch
[21] watch,trump
[21] trump,administration

Top Word Pairs in Tweet in G7:
[132] senador,arolde
[132] arolde,oliveira
[132] covid,19
[125] oliveira,morreu
[125] morreu,hoje
[125] hoje,covid
[113] infelizmente,senador
[113] 19,importante
[113] importante,mostrar
[113] mostrar,mensagens

Top Word Pairs in Tweet in G8:
[80] covid,19
[43] preserving,law
[43] law,order
[43] order,solving
[43] solving,horrendous
[43] horrendous,crimes
[43] crimes,assistance
[43] assistance,disaster
[43] disaster,management
[43] management,fighting

Top Word Pairs in Tweet in G9:
[101] covid,19
[20] การท,หลายๆคนร
[20] หลายๆคนร,ส
[20] ส,กหดห
[20] กหดห,ก
[20] ก,บ
[20] บ,covid
[20] 19,พอพวกเขาบอกว
[20] พอพวกเขาบอกว,าพวกเขาร
[20] าพวกเขาร,ส

Top Word Pairs in Tweet in G10:
[75] covid,19
[17] dio,positivo
[16] dudes,covid
[16] 19,contagiosa
[16] contagiosa,hogar
[16] hogar,ancianos
[16] ancianos,kansas
[16] kansas,residente
[16] residente,dio
[16] positivo,octubre

Top Replied-To
Top Replied-To in Entire Graph:
@realdonaldtrump
@damailamongan
@joebiden
@thehill
@kellyannepolls
@abc
@cbsnews
@meidastouch
@kayleighmcenany
@ivankatrump

Top Replied-To in G1:
@karencbeal1

Top Replied-To in G2:
@yeidckol
@lopezobrador_
@germancuriel5
@omarfayad
@pajaropolitico

Top Replied-To in G3:
@realdonaldtrump
@joebiden
@kellyannepolls
@meidastouch
@kayleighmcenany
@financialcmte
@alyssa_milano
@gop
@anniewildee
@robportman

Top Replied-To in G4:
@luchaalmada
@cmdtemiliciab1
@ve_cne

Top Replied-To in G5:
@projectlincoln
@msnbc
@maddow
@jensheltonn
@chrislhayes

Top Replied-To in G6:
@thehill
@abc
@ivankatrump
@cbsnews
@donaldjtrumpjr
@jerreece
@bft_podcast
@seanhannity
@aoc
@foxnews

Top Replied-To in G7:
@lulz000

Top Replied-To in G8:
@railminindia
@berojga29723654
@msisodia
@varun0804

Top Replied-To in G9:
@melissafleming
@cnnee
@franciscomarty_

Top Replied-To in G10:
@adn40
@javier_corral
@adela_micha

Top Mentioned
Top Mentioned in Entire Graph:
@msnbc
@felipeneto
@maddow
@realdonaldtrump
@senkamalaharris
@narendramodi
@lopezdoriga
@vtvcanal8
@joebiden
@doctormacias

Top Mentioned in G1:
@medcom_id
@_indianmuslims
@aquarian1_wve
@mianrey
@pmar7inezz
@insubcontinent
@dotcomarketking

Top Mentioned in G2:
@lopezdoriga
@yeidckol
@beltrandelrio
@eijefediego
@mario_delgado
@el_universal_mx
@hlgatell
@lopezobrador_
@jlozanoa
@rey_fifi

Top Mentioned in G3:
@realdonaldtrump
@joebiden
@cnn
@richardgrenell
@jkenney
@file411
@thestevenilg
@financialcmte
@gtconway3dg
@gop

Top Mentioned in G4:
@vtvcanal8
@luchaalmada
@mippcivzla
@nicolasmaduro
@tropamaxi
@drodriven2
@minsaludve
@rafaellacava10
@genibercabrera
@ve_cne

Top Mentioned in G5:
@msnbc
@maddow
@chrislhayes
@andrewkimmel
@1mimi4ever
@willsing4tp
@lindahalercsd
@cbsnews
@projectlincoln
@tigger13a

Top Mentioned in G6:
@abc
@cbsnews
@stopherbuck
@cdngrl6
@danrather
@ivankatrump
@nytimes
@nygovcuomo
@seanhannity
@aoc

Top Mentioned in G7:
@felipeneto
@brunnosarttori
@dcm_online
@marivonelula
@lulaoficial

Top Mentioned in G8:
@narendramodi
@pmoindia
@piyushgoyal
@gmserailway
@serailwaykol
@drmckp
@drmkgp
@srdpokgp
@adrmckp
@railminindia

Top Mentioned in G9:
@reuters
@paniiit
@who
@cnnee
@bts_twt
@us_fda
@cirogomes
@drtedros
@carlosdelrio7
@jandira_feghali

Top Mentioned in G10:
@doctormacias
@lximenezfyvie
@azucenau
@youtube
@donvocero
@javier_corral
@adela_micha
@mlopezsanmartin
@carlosglezchih
@lopezdoriga

Top Tweeters
Top Tweeters in Entire Graph:
@elnacionalweb
@la_patilla
@periodicovzlano
@oldlady12345
@extravzla
@ptjasamarga
@dolartoday
@sumariumcom
@lasillarota
@okezonenews

Top Tweeters in G1:
@extravzla
@ptjasamarga
@sumariumcom
@okezonenews
@kompascom
@insubcontinent
@lado_mx
@iam__network
@torreon
@notifalcon

Top Tweeters in G2:
@el_universal_mx
@mvsnoticias
@excelsior
@pajaropolitico
@periodicozocalo
@fermin771009
@mileniotv
@jlozanoa
@lopezdoriga
@ricardoalemanmx

Top Tweeters in G3:
@cnbctv18live
@httweets
@indianexpress
@satirist_indian
@kcolaizzo
@berlidge
@lalate
@ilovebooks786
@therickwilson
@cnn

Top Tweeters in G4:
@conelmazodando
@vtvcanal8
@noticierovv
@laradiodelsur
@irr644
@amelia74698445
@edcarve
@yrol56
@mppeducacion
@sputnikmundo

Top Tweeters in G5:
@talkintou
@sheiladecker19
@soaprookie
@jonathanjewel
@sandykalano
@maggieday55
@jojogogo
@lindahalercsd
@zeebap2
@msnbc

Top Tweeters in G6:
@oldlady12345
@thehill
@ecclesias
@dcexaminer
@foxnews
@nytimes
@abc7newsbayarea
@washingtonpost
@lrihendry
@travelbug1955

Top Tweeters in G7:
@cassiavf
@marivonelula
@iagoagomes_
@soyfabiane
@dcm_online
@brunaramiro100
@rayssamaciel28
@leoni_a_jato
@fenixborboleta
@brynacordeirin

Top Tweeters in G8:
@railminindia
@desertfox61i
@financialxpress
@ashokkmrsingh
@thebrajeshs
@chankyaoffice03
@prakashsharma17
@rahulsahu96782
@aman19892305
@bhargavbhuva4

Top Tweeters in G9:
@reuters
@silvrib
@cnnee
@prxxwxxz
@woozleweasels
@mdonosomuller
@dianeeugenio
@yuu_nzz
@memoryaf
@eli33407587

Top Tweeters in G10:
@gloriag89668633
@889noticias
@rosmamac
@lagugosi123
@migu_e210
@adn40
@franciscogarc82
@informativosta
@raulfrancov
@thymocrat