COVID, Twitter, 10/24/2020 9:22:15 PM, 238676


FAQ | Problem?

COVID_2020-10-24_00-17-34.xlsx
COVID_2020-10-24_00-17-34.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
October 24, 2020
Short Description:
COVID via NodeXL https://bit.ly/31GYPfH
@realdonaldtrump
@maddow
@joebiden
@jeantoth
@repvernonjones
@cnn
@dianafuller12
@joncoopertweets
@emmasamma2011
@msnbc

Top hashtags:
#covid19
#covid
#covid_19
#debates2020
#covid_19mx
#edoméx
#coronavirus
#44125

Description:
Description
The graph represents a network of 11,204 Twitter users whose tweets in the requested range contained "COVID", 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 07:31 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, 1-minute period from Wednesday, 21 October 2020 at 03:20 UTC to Friday, 23 October 2020 at 03:21 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 : 11204
Unique Edges : 6388
Edges With Duplicates : 11484
Total Edges : 17872
Number of Edge Types : 5
Retweet : 5273
MentionsInRetweet : 6234
Tweet : 3289
Replies to : 1090
Mentions : 1986
Self-Loops : 3319
Reciprocated Vertex Pair Ratio : 0.00280520646319569
Reciprocated Edge Ratio : 0.00559471858565514
Connected Components : 3434
Single-Vertex Connected Components : 987
Maximum Vertices in a Connected Component : 1583
Maximum Edges in a Connected Component : 3141
Maximum Geodesic Distance (Diameter) : 27
Average Geodesic Distance : 8.149713
Graph Density : 7.12007095819536E-05
Modularity : 0.57222
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 11,204 Twitter users whose tweets in the requested range contained "COVID", 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 07:31 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, 1-minute period from Wednesday, 21 October 2020 at 03:20 UTC to Friday, 23 October 2020 at 03:21 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
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:
[13] https://www.thedailybeast.com/new-columbia-study-blames-the-white-house-for-at-least-130000-avoidable-covid-deaths?via=twitter_page
[13] 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
[11] https://www.thedailybeast.com/new-columbia-study-blames-the-white-house-for-at-least-130000-avoidable-covid-deaths?source=twitter&via=desktop
[8] http://www.minci.gob.ve/unirnos-y-combatir-el-covid-19/
[8] https://www.rawstory.com/2020/10/s-never-actually-went-up-under-19-as-trump-suggested-report/
[8] https://www.sun-sentinel.com/opinion/commentary/fl-op-com-schultz-herd-immunity-desantis-20201020-divw6pv7bjfrfg32skrxbgzjhe-story.html
[7] https://trib.al/HH4R00H
[7] http://www.minci.gob.ve/venezuela-registro-483-contagios-por-covid-19-en-las-ultimas-24-horas/
[7] https://www.npr.org/sections/health-shots/2020/10/20/925441975/studies-point-to-big-drop-in-covid-19-death-rates
[6] https://www.youtube.com/watch?v=Lw8kgXOWcXA&feature=youtu.be


Top URLs in Tweet in G1:
[3] https://www.fastcompany.com/90566236/this-14-year-old-scientist-has-an-award-winning-idea-to-beat-covid-19?partner=feedburner&utm_source=feedly&utm_medium=webfeeds&utm_campaign=Feed:+fastcompany/headlines+(Fast+Company)
[3] https://twitter.com/i/events/1318634924006461440
[2] https://www.tunota.com/47-medicos-hondurenos-han-fallecido-bajo-sospecha-de-coronavirus
[2] https://twitter.com/MateusCInfo/status/1319112164305784832
[2] https://www.dailykos.com/stories/2020/10/20/1988003/-While-you-were-binging-Netflix-this-Texas-teen-may-have-found-a-COVID-19-breakthrough
[2] https://www.statnews.com/2020/10/21/cumulative-time-covid-19-spread/
[2] https://www.rawstory.com/2020/10/s-never-actually-went-up-under-19-as-trump-suggested-report/
[2] https://serendipia.digital/2020/04/covid-19-y-diabetes-epoc-e-insuficiencia-renal-que-comorbilidades-aumentan-el-riesgo-de-hospitalizacion-y-muerte/
[2] https://www.tunota.com/medico-hondureno-rompe-en-llanto-tras-la-muerte-de-sus-colegas-que-perdieron-la-batalla-contra-el-covid-19
[2] https://www.elsoldemexico.com.mx/mexico/sociedad/ricardo-anaya-tiene-covid-19-excandidato-presidencial-5923826.html

Top URLs in Tweet in G2:
[12] https://www.thedailybeast.com/new-columbia-study-blames-the-white-house-for-at-least-130000-avoidable-covid-deaths?via=twitter_page
[3] https://trib.al/VsqhsJy
[2] https://trib.al/qOZZ6rL
[2] https://nypost.com/2020/10/14/phil-murphy-no-covid-19-outbreak-links-to-trumps-nj-event/?utm_source=NYPTwitter&utm_medium=SocialFlow&utm_campaign=SocialFlow
[2] https://www.politico.com/news/2020/09/25/trump-hhs-ads-coronavirus-421957
[2] https://www.govtrack.us/congress/bills/116/hr6800
[1] https://twitter.com/JoeBiden/status/1319471858027122688
[1] https://twitter.com/axios/status/1319448095051186177
[1] https://www.washingtonpost.com/opinions/2020/03/30/national-security-council-sounded-early-alarms-about-coronavirus/
[1] https://twitter.com/megynkelly/status/1319445955163443200

Top URLs in Tweet in G3:
[5] https://www.la-saga.com/actual/yeidckol-polevsnky-da-positivo-covid-19
[5] https://www.sopitas.com/noticias/boda-torreon-invitados-infectados-covid-19/
[4] https://www.eluniversal.com.mx/nacion/mueren-8-de-cada-10-intubados-por-covid-en-el-imss
[3] http://www.eluni.mx/gzivu
[2] https://twitter.com/i/events/1319279246628380673
[2] https://noticieros.televisa.com/ultimas-noticias/ricardo-anaya-positivo-covid/?fbclid=IwAR1x-WhheWpcndvfaZ5FjEv9RjhnPssmievR6BmeQJgZcwaIVDWTS7kZCi4
[2] https://fernandafamiliar.soy/noticias/el-mejor-buscador-de-internet/ahora-en-torreon-van-casi-100-contagiados-tras-boda/
[2] https://mvsnoticias.com/
[2] 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
[1] https://twitter.com/ChumelTorres/status/1319067352147742720

Top URLs in Tweet in G4:
[4] https://www.wfyi.org/news/articles/gov-eric-holcomb-lifts-almost-all-covid-19-restrictions
[4] https://amp.cnn.com/cnn/2020/10/19/health/johnson-and-johnson-vaccine-trial-transparency/index.html
[2] https://www.bloomberg.com/news/articles/2020-10-02/trump-infection-puts-large-retinue-of-white-house-aides-at-risk?utm_medium=social&utm_source=twitter&utm_campaign=socialflow-organic&utm_content=business&cmpid=socialflow-twitter-business
[2] https://www.hindustantimes.com/kerala/kerala-s-covid-19-positivity-rate-thrice-national-average-triggers-blame-game/story-JWGVP8iS4QVvXwVxMCPT2M.html
[2] https://liveupdates.hindustantimes.com/india/coronavirus-india-world-latest-news-covid-19-death-toll-october-23-2020-21603421930387.html
[2] https://www.foxnews.com/opinion/cdc-frieden-covid-19-protect-vulnerable-virus-spread-young
[1] https://www.cnn.com/2020/10/15/health/remdesivir-covid-who-trial-mortality/index.html
[1] https://twitter.com/SWAtlasHoover/status/1318748008809435136
[1] https://www.bloomberg.com/news/articles/2020-10-21/new-yorkers-risk-of-covid-death-was-double-earlier-estimates?utm_campaign=socialflow-organic&utm_source=twitter&utm_medium=social&cmpid=socialflow-twitter-business&utm_content=business
[1] https://www.bloomberg.com/news/articles/2020-10-21/lilly-plant-making-covid-drug-is-flagged-again-by-fda-inspectors?utm_content=business&cmpid=socialflow-twitter-business&utm_medium=social&utm_source=twitter&utm_campaign=socialflow-organic

Top URLs in Tweet in G5:
[2] https://bharat.republicworld.com/india-news/general-news/covid-vaccine-bharat-biotechs-covaxin-gets-approval-for-phase-3-trials
[2] https://www.hindustantimes.com/india-news/india-s-research-manufacturing-critical-to-fighting-covid-19-bill-gates/story-FmOpmLRVnzIsMtxjAuba3L.html
[1] http://www.narendramodi.in/prime-minister-narendra-modi-s-telephonic-conversation-with-president-moon-jae-in-of-the-republic-of-korea
[1] https://www.ndtv.com/india-news/after-bihar-tamil-nadu-madhya-pradesh-promise-free-vaccine-10-points-2314352
[1] https://twitter.com/Vibhinnaideas/status/1319470225633374208
[1] https://pib.gov.in/PressReleasePage.aspx?PRID=1666406
[1] https://timesofindia.indiatimes.com/india/new-covid-19-cases-in-india-dip-below-50000-for-first-time-in-nearly-three-months/articleshow/78763320.cms
[1] https://timesofindia.indiatimes.com/india/strong-scientific-community-good-institutions-indias-greatest-assets-in-fighting-covid-pm-modi/articleshow/78753257.cms
[1] https://twitter.com/amitmalviya/status/1319110654645633024

Top URLs in Tweet in G6:
[8] http://www.minci.gob.ve/unirnos-y-combatir-el-covid-19/
[5] http://www.minci.gob.ve/venezuela-registro-483-contagios-por-covid-19-en-las-ultimas-24-horas/
[5] https://mazo4f.com/canciller-de-cuba-el-bloqueo-ha-significado-un-desafio-adicional-para-enfrentar-la-covid-19
[4] https://twitter.com/VTVcanal8/status/1319099260080738304
[3] https://primicia.com.ve/nacion/gobierno-nacional-reporta-391-nuevos-casos-de-covid-19/
[3] https://mazo4f.com/estudios-revelan-que-las-personas-del-grupo-sanguineo-o-presentan-sintomas-leves-de-covid-19
[2] http://www.minci.gob.ve/vacunas-anti-covid-19-con-sello-venezolano/
[2] https://www.vtv.gob.ve/venezuela-bella-3-520-desinfeccion-pais-lucha-covid-19/
[2] https://www.vtv.gob.ve/venezuela-casos-covid-21102020-2/
[2] https://mazo4f.com/dante-rivas-supera-el-covid-19-y-anuncia-despliegue-rumbo-a-elecciones-parlamentarias-del-6d

Top URLs in Tweet in G7:
[11] https://www.thedailybeast.com/new-columbia-study-blames-the-white-house-for-at-least-130000-avoidable-covid-deaths?source=twitter&via=desktop
[3] https://www.msnbc.com/msnbc/watch/obama-says-he-literally-left-a-pandemic-playbook-for-trump-that-he-didn-t-follow-94340165970
[1] https://twitter.com/acyn/status/1319471599901310978
[1] https://bit.ly/3maVNrB
[1] https://www.thedailybeast.com/florida-governor-ron-desantis-eases-covid-19-nursing-home-restrictions-as-state-breaks-record-for-new-cases?via=twitter_page
[1] https://www.thedailybeast.com/new-columbia-study-blames-the-white-house-for-at-least-130000-avoidable-covid-deaths?via=twitter_page
[1] https://twitter.com/thedailybeast/status/1319110588824518656
[1] https://www.msnbc.com/the-reidout/watch/-tweeting-at-tv-doesn-t-fix-things-obama-slams-trump-s-handling-of-covid-19-race-relations-economy-94347845522

Top URLs in Tweet in G8:
[3] https://www.cbsnews.com/live-updates/presidential-debate-trump-biden-2020-10-22/?ftag=CNM-00-10aab7e&linkId=102659573#post-update-636470e1
[2] https://www.cbsnews.com/news/presidential-debate-biden-warns-dark-winter-covid-19-trump-no-plan-or-vaccine/?ftag=CNM-00-10aab7e&linkId=102659757
[2] https://www.cbsnews.com/live-updates/covid-19-latest-news-2020-10-20/?ftag=CNM-00-10aab7e&linkId=102472523#post-update-0545cc1a
[2] https://www.cbsnews.com/news/new-york-city-mother-food-bank-coronavirus-pandemic/?ftag=CNM-00-10aab7e&linkId=102659063
[2] https://trib.al/B8bKief
[2] https://www.theeastsiderla.com/news/coronavirus_news/younger-residents-drive-covid-19-case-numbers---l-a-officials-warn-against-gatherings/article_856343b6-125a-11eb-b4e7-db45df1af5e7.html?utm_medium=social&utm_source=twitter&utm_campaign=user-share
[2] https://trib.al/TzLVI63
[2] https://www.journaldequebec.com/2020/10/22/cri-du-cur-des-restaurateurs-pour-la-reouverture-des-salles-a-manger-1
[1] https://www.cbsnews.com/news/chris-christie-covid-former-governor-says-he-should-have-worn-a-mask-at-rose-garden-event-and-debate-prep/?ftag=CNM-00-10aab7e&linkId=102568014
[1] https://trib.al/Cjs6Jm8

Top URLs in Tweet in G9:
[8] https://www.sun-sentinel.com/opinion/commentary/fl-op-com-schultz-herd-immunity-desantis-20201020-divw6pv7bjfrfg32skrxbgzjhe-story.html
[3] https://www.kqed.org/news/11831289/how-covid-19-has-impacted-the-search-for-separated-families
[2] https://www.inforum.com/newsmd/coronavirus/6725891-Overwhelmed-by-cases-North-Dakota-tells-residents-with-COVID-19-to-do-their-own-contact-tracing
[2] https://www.vox.com/2020/10/22/21529670/trump-barron-presidential-debate-2020-covid-19?utm_campaign=vox&utm_content=chorus&utm_medium=social&utm_source=twitter
[1] https://on.msnbc.com/3oeNxZQ
[1] https://on.msnbc.com/31vjlQg
[1] https://on.msnbc.com/37qJG5S
[1] https://www.washingtonpost.com/nation/2020/10/22/alabama-ainsworth-covid-masks-ltgovernor/
[1] https://www.wfla.com/community/health/coronavirus/florida-considers-not-releasing-daily-covid-19-case-numbers-to-the-public/
[1] https://www.grandforksherald.com/news/government-and-politics/6726129-Thief-River-Falls-turkey-plant-workers-insist-on-COVID-19-tests

Top URLs in Tweet in G10:
[1] https://twitter.com/vanitaguptaCR/status/1319269951925006338
[1] https://twitter.com/LaraMama888/status/1313463995186122752?s=19
[1] https://www.hhs.gov/coronavirus/explaining-operation-warp-speed/index.html?utm_source=TWITTER&utm_medium=TWITTER&utm_content=100001578796692&utm_campaign=Real+Time&linkId=100000017389834

Top Domains
Top Domains in Tweet in Entire Graph:
[423] twitter.com
[69] bit.ly
[40] com.br
[35] com.mx
[33] thedailybeast.com
[33] theguardian.com
[32] trib.al
[31] washingtonpost.com
[28] cnn.com
[27] youtube.com

Top Domains in Tweet in G1:
[137] twitter.com
[14] com.mx
[9] theguardian.com
[7] co.uk
[7] blogspot.com
[6] wsj.com
[6] instagram.com
[5] nytimes.com
[5] huffingtonpost.fr
[4] msn.com

Top Domains in Tweet in G2:
[14] thedailybeast.com
[12] twitter.com
[7] cnn.it
[5] trib.al
[3] politico.com
[2] nypost.com
[2] hann.it
[2] msnbc.com
[2] govtrack.us
[1] washingtonpost.com

Top Domains in Tweet in G3:
[11] com.mx
[6] sopitas.com
[5] la-saga.com
[4] reforma.com
[3] twitter.com
[3] eluni.mx
[2] televisa.com
[2] fernandafamiliar.soy
[2] mvsnoticias.com
[1] elmananerodiario.com

Top Domains in Tweet in G4:
[8] bloomberg.com
[5] cnn.com
[5] hindustantimes.com
[4] wfyi.org
[3] twitter.com
[2] foxnews.com
[1] trib.al
[1] gulfnews.com
[1] washingtonpost.com
[1] thedailybeast.com

Top Domains in Tweet in G5:
[2] twitter.com
[2] republicworld.com
[2] hindustantimes.com
[2] indiatimes.com
[1] narendramodi.in
[1] ndtv.com
[1] gov.in

Top Domains in Tweet in G6:
[25] mazo4f.com
[23] gob.ve
[10] twitter.com
[5] com.ve
[4] bit.ly
[2] youtube.com
[2] laiguana.tv

Top Domains in Tweet in G7:
[13] thedailybeast.com
[4] msnbc.com
[2] twitter.com
[1] bit.ly

Top Domains in Tweet in G8:
[10] cbsnews.com
[5] trib.al
[3] abcn.ws
[2] nyti.ms
[2] theeastsiderla.com
[2] journaldequebec.com
[2] nytimes.com
[1] nbcnews.to
[1] politi.co
[1] politico.com

Top Domains in Tweet in G9:
[8] sun-sentinel.com
[4] vox.com
[3] msnbc.com
[3] kqed.org
[2] inforum.com
[2] twitter.com
[1] washingtonpost.com
[1] wfla.com
[1] grandforksherald.com

Top Domains in Tweet in G10:
[2] twitter.com
[1] hhs.gov

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[214] covid19
[206] covid
[133] covid_19
[109] debates2020
[76] covid_19mx
[61] edoméx
[53] coronavirus
[41] 44125
[40] independenciaproducciónysoberanía
[38] covid__19



Top Hashtags in Tweet in G1:
[23] covid
[22] covid19
[16] covid_19
[13] ingatpesanibu
[13] katadatalawancovid19
[12] coronavirus
[8] provadofazendeiro
[7] yeswecan
[6] covid__19
[6] debates2020

Top Hashtags in Tweet in G2:
[6] vote
[6] debates2020
[5] debatetonight
[4] covid
[4] maga
[3] doctorsforbiden
[3] bidenharris2020
[2] bidencare
[2] covid19
[2] debates

Top Hashtags in Tweet in G3:
[15] covid_19
[9] azucenaxmilenio
[4] marionetas
[4] regístrategratis
[4] pandemiadesigual
[3] nuevoleón
[3] covid__19
[3] últimahora
[2] méxico
[2] durango

Top Hashtags in Tweet in G4:
[19] covid19
[4] jobs
[2] covid
[2] wearamask
[1] coronavirus
[1] cathaypacific
[1] aviation
[1] flights
[1] debatetonight
[1] debates2020

Top Hashtags in Tweet in G5:
[10] ndrf
[5] covid_19
[4] sanitization
[2] covid
[2] modihaitomumkinhai
[2] modihaitohmumkinhai
[2] united2fightcorona
[2] campaign
[2] covid__19
[2] unite2fightcorona

Top Hashtags in Tweet in G6:
[40] independenciaproducciónysoberanía
[37] 10/21/2020 12:00:00 AM
[22] envideo
[15] reportecovid19
[11] venezuelamotorproductivo
[11] pueblosunidosendemocracia
[11] navidadesseguras2020
[10] publicacionesmippci
[10] brisabolivarianaenvictoria
[10] infoiaim

Top Hashtags in Tweet in G7:
[2] debates2020

Top Hashtags in Tweet in G8:
[7] debates2020
[2] la
[2] covid_19
[2] covid
[2] indianamerican
[2] highered
[1] whatunitesus
[1] todaysstudents

Top Hashtags in Tweet in G9:
[30] debates2020
[1] msnbc2020
[1] covid
[1] debates

Top Hashtags in Tweet in G10:
[3] scotus
[3] covid19
[2] payrollsupportprogram
[2] vaccine
[1] democrat
[1] byepelosi
[1] pelosi
[1] stimulus

Top Words
Top Words in Tweet in Entire Graph:
[8267] covid
[3617] 19
[1222] trump
[596] people
[433] cases
[411] more
[363] 000
[344] biden
[342] casos
[318] deaths

Top Words in Tweet in G1:
[963] covid
[446] 19
[74] trump
[52] more
[49] cases
[47] people
[43] 2020
[36] deaths
[32] casos
[31] biden

Top Words in Tweet in G2:
[405] covid
[214] realdonaldtrump
[146] trump
[112] 19
[81] joebiden
[51] more
[44] people
[42] president
[41] biden
[38] china

Top Words in Tweet in G3:
[273] covid
[122] yeidckol
[105] 19
[81] positivo
[53] hospital
[52] polevnsky
[49] español
[36] mientras
[34] prueba
[34] morena

Top Words in Tweet in G4:
[108] covid
[40] drtomfrieden
[35] people
[31] spread
[30] young
[29] 19
[26] protect
[24] dangerous
[23] over
[23] mistaken

Top Words in Tweet in G5:
[113] covid
[53] क
[50] 19
[35] narendramodi
[31] free
[26] र
[23] india
[23] fighting
[22] vaccine
[22] management

Top Words in Tweet in G6:
[178] covid
[167] 19
[92] casos
[91] venezuela
[41] luchaalmada
[40] #independenciaproducciónysoberanía
[37] #21oct
[34] vtvcanal8
[33] registra
[32] mippcivzla

Top Words in Tweet in G7:
[56] covid
[51] administration
[51] deal
[51] reality
[49] trump
[42] thedailybeast
[38] believe
[38] monumental
[38] lethal
[38] screwup

Top Words in Tweet in G8:
[126] covid
[90] 19
[54] trump
[23] one
[23] 000
[21] nowthisnews
[20] president
[20] year
[20] day
[19] debate

Top Words in Tweet in G9:
[91] covid
[56] trump
[51] msnbc
[45] 19
[40] maddow
[30] #debates2020
[28] president
[27] fact
[24] checks
[24] worst

Top Words in Tweet in G10:
[51] covid
[18] 19
[13] senschumer
[12] drsimonegold
[12] patients
[12] over
[12] senate
[11] americans
[10] relief
[10] lying

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[3536] covid,19
[150] covid,relief
[143] contra,covid
[127] died,covid
[111] casos,covid
[101] covid,cases
[100] relief,bill
[98] covid,deaths
[98] arolde,oliveira
[96] positivo,covid

Top Word Pairs in Tweet in G1:
[430] covid,19
[16] during,covid
[16] positivo,covid
[15] covid,cases
[12] protokol,kesehatan
[12] penyebaran,virus
[12] due,covid
[12] 19,pandemic
[12] casos,covid
[12] positif,covid

Top Word Pairs in Tweet in G2:
[112] covid,19
[15] covid,section
[14] presssec,cnn
[13] cnn,reporting
[13] reporting,truth
[13] truth,room
[13] room,covid
[13] covid,questions
[13] questions,right
[13] right,bat

Top Word Pairs in Tweet in G3:
[104] covid,19
[49] hospital,español
[40] positivo,covid
[31] yeidckol,polevnsky
[30] mario,delgado
[30] polevnsky,covid
[25] gibrán,ramírez
[22] delgado,yeidckol
[22] yeidckol,polvensky
[22] polvensky,gibrán

Top Word Pairs in Tweet in G4:
[29] covid,19
[26] covid,spread
[23] mistaken,dangerous
[23] dangerous,idea
[23] idea,covid
[23] spread,young
[23] young,healthy
[23] healthy,people
[23] people,long
[23] long,protect

Top Word Pairs in Tweet in G5:
[44] covid,19
[23] fighting,covid
[19] preserving,law
[19] law,order
[19] order,solving
[19] solving,horrendous
[19] horrendous,crimes
[19] crimes,assistance
[19] assistance,disaster
[19] disaster,management

Top Word Pairs in Tweet in G6:
[167] covid,19
[43] casos,covid
[31] #21oct,#independenciaproducciónysoberanía
[28] contra,covid
[27] últimas,24
[27] 24,horas
[25] 19,venezuela
[25] venezuela,registra
[23] 19,cuales
[23] lucha,contra

Top Word Pairs in Tweet in G7:
[51] deal,reality
[38] believe,monumental
[38] monumental,lethal
[38] lethal,screwup
[38] screwup,administration
[38] administration,didn
[38] didn,deal
[37] thedailybeast,believe
[26] trump,case
[26] case,sads

Top Word Pairs in Tweet in G8:
[90] covid,19
[19] 14,year
[19] year,old
[17] old,texas
[17] texas,made
[17] made,breakthrough
[17] breakthrough,one
[17] one,day
[17] day,lead
[17] lead,covid

Top Word Pairs in Tweet in G9:
[45] covid,19
[24] maddow,fact
[24] fact,checks
[23] checks,president
[23] president,trump
[23] trump,claims
[23] claims,covid
[23] 19,worst
[23] worst,covid
[23] covid,outbreak

Top Word Pairs in Tweet in G10:
[18] covid,19
[10] covid,relief
[6] wow,dr
[6] dr,fauci
[6] fauci,nih
[6] nih,recommends
[6] recommends,against
[6] against,forms
[6] forms,treatment
[6] treatment,covid

Top Replied-To
Top Replied-To in Entire Graph:
@realdonaldtrump
@ivankatrump
@kellyannepolls
@megynkelly
@joebiden
@kayleighmcenany
@jonfavs
@mmpadellan
@yeidckol
@gop

Top Replied-To in G2:
@realdonaldtrump
@ivankatrump
@kellyannepolls
@joebiden
@kayleighmcenany
@jonfavs
@gop
@projectlincoln
@gopchairwoman
@realjameswoods

Top Replied-To in G3:
@yeidckol
@lopezobrador_
@ricardoanayac
@el_universal_mx
@jgnaredo
@claus_basarelli
@claudiaglr_
@jjdiazmachuca
@chairomexicano
@carlon_2020

Top Replied-To in G4:
@theleadcnn
@mollyjongfast
@ac360
@httweets
@pti_news
@jaketapper
@senalexander
@drtomfrieden
@therealblodgett

Top Replied-To in G5:
@narendramodi
@amitshah
@helenad58790529
@amitmalviya
@pmoindia

Top Replied-To in G6:
@luchaalmada

Top Replied-To in G8:
@nbcnews
@nytimes
@abc
@marywills612
@nowthisnews
@anotherone1990
@danrather
@therealroblaw

Top Replied-To in G9:
@msnbc
@voxdotcom
@msnbcpr
@maddow
@joyannreid
@chrislhayes
@maddowblog
@bpolitics

Top Replied-To in G10:
@speakerpelosi
@bobduffyroc
@edgarharris
@jakesherman
@senjohnbarrasso
@senschumer
@drsimonegold
@chucktodd

Top Mentioned
Top Mentioned in Entire Graph:
@realdonaldtrump
@joebiden
@msnbc
@alfredodelmazo
@felipeneto
@yeidckol
@thedailybeast
@b52malmet
@gtconway3d
@maddow

Top Mentioned in G1:
@tooranomaki6910
@innrdreams
@punto_norte
@athubah
@tribun_palu
@truthprof99
@u6ytng

Top Mentioned in G2:
@realdonaldtrump
@joebiden
@cnn
@steveschmidtses
@presssec
@senatemajldr
@kamalaharris
@richardgrenell
@breitbartnews
@ivankatrump

Top Mentioned in G3:
@yeidckol
@ricardoanayac
@lopezobrador_
@mariettoponce
@mario_delgado
@beltrandelrio
@neoliberalover
@eijefediego
@lillytellez
@hlgatell

Top Mentioned in G4:
@drtomfrieden
@drericding
@business
@johnjharwood
@ashishkjha
@jaketapper
@govholcomb
@drsanjaygupta
@senduckworth
@mollyjongfast

Top Mentioned in G5:
@narendramodi
@pmoindia
@ingrid_bergman1
@bjp4india
@rahulgandhi
@ndmaindia
@satyaprad1
@ndrfhq
@rajeshthakur_
@srivatsayb

Top Mentioned in G6:
@luchaalmada
@vtvcanal8
@mippcivzla
@conelmazodando
@tropamaxi
@nicolasmaduro
@jessinani_reina
@iaim_ve
@conasgnb
@drodriven2

Top Mentioned in G7:
@thedailybeast
@tomjchicago
@bryanbehar
@djrothkopf
@jilevin
@thedailyb
@thereidout
@adamschefter

Top Mentioned in G8:
@nowthisnews
@abc
@cbsnews
@facesofcovid
@nytimes
@rbreich
@meetthepress
@danrather
@aravosis
@politico

Top Mentioned in G9:
@msnbc
@maddow
@voxdotcom
@chrislhayes
@kqed
@joyannreid
@jacobsoboroff
@michelleewiley
@adrianamorgao
@jeremynewberger

Top Mentioned in G10:
@senschumer
@drsimonegold
@speakerpelosi
@mitchellreports
@vanitaguptacr
@brespolitico
@ninatotenberg
@hhsgov
@secazar
@hillaryclinton

Top Tweeters
Top Tweeters in Entire Graph:
@la_patilla
@americanair
@oldlady12345
@extravzla
@contrapuntovzla
@filafresh
@sumariumcom
@lasillarota
@detikcom
@kompascom

Top Tweeters in G1:
@contrapuntovzla
@kompascom
@noticias24
@elperiodiquito
@cooperativa
@lado_mx
@iam__network
@diario24horas
@torreon
@notifalcon

Top Tweeters in G2:
@thehill
@indianexpress
@ecclesias
@mjgarciakcmo
@dcexaminer
@visionaryck
@foxnews
@jjolivella
@washingtonpost
@bakerlarry84

Top Tweeters in G3:
@el_universal_mx
@mvsnoticias
@ntelevisa_com
@pajaropolitico
@mileniotv
@reforma
@superharta99
@martinesprisci
@federicoarreola
@yukaile

Top Tweeters in G4:
@httweets
@kimvie
@business
@coronaupdatebot
@dokscho
@celestebyrne3
@financialtimes
@007rukdme
@greeceoutsidein
@bellanieve

Top Tweeters in G5:
@theofficialsbi
@khandelw13sagar
@lakshyaadvani
@bjp4india
@aijazrisaldar
@phantomdares
@amitmalviya
@livelawindia
@sandeepn9ne
@db_is_db

Top Tweeters in G6:
@conelmazodando
@vtvcanal8
@laradiodelsur
@wilivaldogoyo
@keydyspacheco
@yesenia_mcdonal
@jvalenci777
@mippcivzla
@maperezpirela
@iaim_ve

Top Tweeters in G7:
@jilevin
@noybsk2017
@rodneyclaeys
@tabruns
@thedailybeast
@nshrubs
@mr_mitchell_2_u
@givengrace1986
@zeebap2
@jeresist

Top Tweeters in G8:
@oldlady12345
@nytimes
@shorealonefilms
@politico
@abc
@nbcnews
@cbsnews
@petertoupin
@belladawn01527
@scottemovienerd

Top Tweeters in G9:
@thereal_rebel
@vabvox
@cryborg
@maggieday55
@northbelle4
@thereisanocean
@msnbc
@richardestark
@dudiegirl2
@bpolitics

Top Tweeters in G10:
@vainsovain
@crlulukat
@danacheuka
@stephsanola
@velazquezvieir1
@hipchique
@brespolitico
@jakesherman
@mitchellreports
@josephellingt20