COVID, Twitter, 9/21/2020 11:20:47 AM, 235582


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COVID_2020-09-21_00-33-07.xlsx
COVID_2020-09-21_00-33-07.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 21, 2020
Short Description:
COVID via NodeXL https://bit.ly/2RMbk4c
@joebiden
@realdonaldtrump
@danrather
@reruam
@nowthisnews
@docbfb2berich
@makoto_au_japon
@cnni
@aniruddhkumar85
@pbns_india

Top hashtags:
#covid19
#covid__19
#covid
#covid_19
#coronavirus
#envideo
#bidentownhall

Description:
Description
The graph represents a network of 11,424 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 Monday, 21 September 2020 at 07:47 UTC.

The requested start date was Monday, 21 September 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 Thursday, 17 September 2020 at 03:18 UTC to Saturday, 19 September 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 : 11424
Unique Edges : 6202
Edges With Duplicates : 12287
Total Edges : 18489
Number of Edge Types : 5
Tweet : 3107
Retweet : 5671
MentionsInRetweet : 6699
Replies to : 883
Mentions : 2129
Self-Loops : 3141
Reciprocated Vertex Pair Ratio : 0.00330843116328709
Reciprocated Edge Ratio : 0.00659504308052335
Connected Components : 3217
Single-Vertex Connected Components : 857
Maximum Vertices in a Connected Component : 2337
Maximum Edges in a Connected Component : 5009
Maximum Geodesic Distance (Diameter) : 34
Average Geodesic Distance : 11.031694
Graph Density : 7.204032799323E-05
Modularity : 0.573659
NodeXL Version : 1.0.1.440
Data Import : The graph represents a network of 11,424 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 Monday, 21 September 2020 at 07:47 UTC.

The requested start date was Monday, 21 September 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 Thursday, 17 September 2020 at 03:18 UTC to Saturday, 19 September 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
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:
[40] https://fox17.com/news/local/covid-19-emails-from-nashville-mayors-office-show-disturbing-revelation
[29] https://www.newyorker.com/news/letter-from-trumps-washington/it-was-all-about-the-election-the-ex-white-house-aide-olivia-troye-on-trumps-narcissistic-mishandling-of-covid-19/amp
[22] https://www.newyorker.com/news/letter-from-trumps-washington/it-was-all-about-the-election-the-ex-white-house-aide-olivia-troye-on-trumps-narcissistic-mishandling-of-covid-19
[20] https://nypost.com/2020/09/16/twitter-suspends-virologist-who-claims-covid-19-was-made-in-lab/?utm_medium=SocialFlow&utm_source=NYPTwitter&utm_campaign=SocialFlow
[14] http://fox17.com/error
[12] https://people.com/human-interest/pastor-told-congregation-didnt-have-to-wear-masks-icu-coronavirus/?utm_campaign=peoplemagazine&utm_content=new&utm_medium=social&utm_source=twitter.com&utm_term=5f64268752e7ef00013090fe
[10] https://www.complex.com/life/2020/09/over-500-las-vegas-wynn-resorts-employees-test-positive-for-covid-19?utm_campaign=complexmag&utm_source=twitter.com&utm_medium=social
[9] https://mazo4f.com/ab8-medicamento-creado-por-cientificos-de-pittsburgh-capaz-de-prevenir-y-tratar-el-covid-19
[9] https://twitter.com/RodrigoHilbert/status/1306374780300546049
[9] https://thedcpatriot.com/shock-study-finds-covid-19-lockdowns-10-times-more-deadly-than-virus/

Top URLs in Tweet in G1:
[5] https://www.newyorker.com/news/letter-from-trumps-washington/it-was-all-about-the-election-the-ex-white-house-aide-olivia-troye-on-trumps-narcissistic-mishandling-of-covid-19
[3] https://twitter.com/i/events/1306694486249148418
[3] https://www.wuestdevelopment.de/
[2] https://twitter.com/thegoodgodabove/status/1305591264188993536
[2] https://twitter.com/RodrigoHilbert/status/1306374780300546049
[2] https://nymag.com/intelligencer/2020/09/pence-covid-aide-olivia-troye-condemns-trump-endorses-biden.html
[2] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Felemental.medium.com%2Fthe-most-likely-way-youll-get-infected-with-covid-19-30430384e5a5
[2] https://www.nytimes.com/2020/09/17/world/covid-19-coronavirus.html
[2] https://www.cnn.com/2020/09/17/us/idaho-pastor-covid-masks-trnd/index.html
[2] https://www.business-standard.com/article/markets/market-live-sensex-nifty-bse-nse-sgx-nifty-covid-19-hdfc-bank-120091800161_1.html

Top URLs in Tweet in G2:
[6] https://www.youtube.com/watch?v=f0j6adNroo4&feature=youtu.be
[5] https://www.mediaite.com/tv/stephen-colbert-seth-meyers-trevor-noah-go-off-on-trump-for-blaming-blue-states-on-coronavirus-deaths-go-fck-yourself-you-rotting-soulless-business-ham/
[4] https://www.theguardian.com/culture/2020/sep/18/stephen-colbert-trump-covid-deaths-late-night?utm_term=Autofeed&CMP=twt_gu&utm_medium&utm_source=Twitter#Echobox=1600444272
[2] https://www.thedailybeast.com/trevor-noah-hammers-bill-barr-for-comparing-covid-lockdowns-to-slavery?via=twitter_page
[2] https://www.cbsnews.com/news/covid-19-stillbirth-miscarriage-preterm-birth-cdc-report/?ftag=CNM-00-10aab7e&linkId=99793064
[1] https://www.rollingstone.com/politics/politics-news/trump-homeland-security-official-endorse-biden-blame-trump-covid-1050281/
[1] https://www.dailymail.co.uk/news/article-8747753/Wuhan-coronavirus-nurse-husband-crushed-death-rotating-theatre-seats.html
[1] https://headtopics.com/ca/o-toole-tests-positive-for-covid-19-family-negative-15741215
[1] https://twitter.com/pnwylf/status/1306816984735272960
[1] https://www.msnbc.com/11th-hour/watch/trump-fights-cdc-boss-on-mask-politicizes-covid-19-vaccine-91951685911?cid=sm_npd_ms_tw_bw

Top URLs in Tweet in G3:
[1] https://twitter.com/FOXNashville/status/1306412830422454273
[1] https://twitter.com/blairbrandt/status/1306024924453240835
[1] https://www.pscp.tv/w/cjES6TFvUEVMQkJiT2xyS2R8MVBsSlFOeUREVnZ4RdXz2tXlSUuh8je36teVZIM-Yo3P43WwnhlHq1J688KZ
[1] https://fox17.com/news/local/covid-19-emails-from-nashville-mayors-office-show-disturbing-revelation
[1] https://www.thedailybeast.com/postal-service-stiffed-dollar20-million-cost-of-delivering-trump-covid-19-mailer?ref=home
[1] https://www.vanityfair.com/news/2020/09/jared-kushner-let-the-markets-decide-covid-19-fate
[1] https://www.msnbc.com/11th-hour/watch/trump-covid-19-deaths-are-lower-if-you-ignore-the-blue-states-91953733504
[1] https://thenevadaindependent.com/article/harris-criticizes-trumps-handling-of-covid-19-touts-bidens-coronavirus-response-plan-at-roundtable-in-first-nevada-visit-as-vp-nominee
[1] https://www.newyorker.com/news/letter-from-trumps-washington/it-was-all-about-the-election-the-ex-white-house-aide-olivia-troye-on-trumps-narcissistic-mishandling-of-covid-19
[1] https://pat4nc.us/VP-Biden

Top URLs in Tweet in G4:
[3] https://www.icmr.gov.in
[2] https://www.newindianexpress.com/nation/2020/sep/18/ayush-system-of-medicine-useful-in-management-of-covid-19-health-ministry-2198757.html
[2] https://www.mohfw.gov.in/
[1] https://science.thewire.in/health/covid-19-should-india-join-the-covax-initiative-to-secure-vaccine-doses/
[1] http://indiatoday.intoday.in/livetv.jsp?source=ITLIVEDEC2016

Top URLs in Tweet in G5:
[9] https://mazo4f.com/ab8-medicamento-creado-por-cientificos-de-pittsburgh-capaz-de-prevenir-y-tratar-el-covid-19
[5] https://mazo4f.com/venezuela-alcanza-el-83-de-recuperados-de-covid-19
[3] https://mazo4f.com/enterese-para-que-fecha-las-clases-podrian-volver-a-ser-presenciales-covid-19
[2] https://mazo4f.com/presidente-del-tsj-anuncio-su-recuperacion-de-covid-19
[2] https://mazo4f.com/colombia-confirma-7568-casos-de-covid-19-y-187-fallecidos
[2] http://www.minci.gob.ve/vacunas-anti-covid-19-con-sello-venezolano/
[2] https://www.vtv.gob.ve/ejecutan-jornadas-de-desinfeccion-en-transporte-publico-y-de-alimentos-en-tazon-para-prevenir-la-covid-19/
[2] https://www.vtv.gob.ve/canciller-venezuela-rechazo-brasil/
[2] https://www.vtv.gob.ve/venezuela-casos-covid-17092020/
[2] https://noticieros.televisa.com/ultimas-noticias/rosa-icela-rodriguez-da-positivo-a-prueba-de-covid-19/

Top URLs in Tweet in G6:
[11] https://www.newyorker.com/news/letter-from-trumps-washington/it-was-all-about-the-election-the-ex-white-house-aide-olivia-troye-on-trumps-narcissistic-mishandling-of-covid-19
[6] https://www.newyorker.com/news/letter-from-trumps-washington/it-was-all-about-the-election-the-ex-white-house-aide-olivia-troye-on-trumps-narcissistic-mishandling-of-covid-19?utm_source=twitter&utm_medium=social&utm_campaign=onsite-share&utm_brand=the-new-yorker&utm_social-type=earned
[2] https://trib.al/htuOczl
[1] https://www.politico.com/news/2020/09/11/exclusive-trump-officials-interfered-with-cdc-reports-on-covid-19-412809
[1] https://twitter.com/realdonaldtrump/status/1306977955340578822
[1] https://www.vanityfair.com/news/2020/09/jared-kushner-let-the-markets-decide-covid-19-fate?utm_source=twitter&utm_medium=social&utm_campaign=onsite-share&utm_brand=vanity-fair&utm_social-type=earned
[1] https://www.theatlantic.com/ideas/archive/2020/09/duty-warn/616376/
[1] https://twitter.com/realDonaldTrump/status/1306977955340578822
[1] https://unearthed.greenpeace.org/2020/09/17/deforestation-covid-coronavirus-amazon-gran-chaco-indigenous/
[1] https://cnn.it/3mmLSQK

Top URLs in Tweet in G7:
[2] https://www.latimes.com/entertainment-arts/story/2020-09-17/hollywood-second-home-coworking-space-covid-19
[2] https://www.latimes.com/travel/story/2020-09-16/travel-excitement-provide-covid-19-stress-relief

Top URLs in Tweet in G8:
[25] https://fox17.com/news/local/covid-19-emails-from-nashville-mayors-office-show-disturbing-revelation
[6] https://www.theblaze.com/news/house-dems-pass-resolution-condemning-anti-asian-sentiment-related-to-covid-19-including-phrases-like-china-virus
[2] https://www.theblaze.com/news/vitamin-d-sunshine-fight-covid
[1] https://www.washingtonpost.com/archive/politics/1988/03/15/biden-is-hospitalized-for-blood-clot-in-lung/44b98075-fbd4-45fa-901f-fbdb29232f61/
[1] https://www.wsj.com/articles/europes-covid-lockdown-lessons-11600384587
[1] https://www.thegatewaypundit.com/2020/09/marshall-university-professor-put-administrative-leave-saying-hopes-trump-supporters-die-covid-election-video/
[1] https://www.theblaze.com/news/cdc-director-masks-more-effective-vaccine
[1] https://www.theblaze.com/news/covid-19-lockdowns-are-the-greatest-intrusion-on-civil-liberties-in-american-history-besides-slavery-ag-barr-says
[1] https://www.congressionalleadershipfund.org/blog/slotkin-heads-out-of-town-moments-after-saying-she-wouldnt-until-we-have-a-deal-on-covid/

Top URLs in Tweet in G9:
[1] https://www.cnn.com/2020/09/15/health/covid-19-vaccine-trial-astrazeneca-nih-fda-kaiser/index.html
[1] https://www.nytimes.com/2020/09/17/health/covid-moderna-vaccine.html?referringSource=articleShare
[1] https://www.buzzfeednews.com/article/zoetillman/trump-republican-party-lawsuits-mail-in-voting-covid
[1] https://www.democracydocket.com/cases/michigan-covid-19-election-relief/
[1] https://go.nowth.is/32c1Hle
[1] https://cnn.it/2ZJKbTT
[1] https://cnn.it/33zPXIW
[1] https://cnn.it/35Js6co
[1] https://cnn.it/3mwcvCX
[1] https://www.politico.com/news/2020/05/04/joe-biden-contain-h1n1-virus-232992

Top URLs in Tweet in G10:
[4] https://www.gob.mx/salud/prensa/nuevo-coronavirus-en-el-mundo-covid-19-comunicado-tecnico-diario-252588
[2] https://ngnoticias.com/vuelven-a-dispararse-muertes-por-covid-19-suman-624-en-un-dia/
[2] https://abarloventoinforma.com/2020/09/18/el-80-por-ciento-de-los-que-tuvieron-covid-19-ya-lo-superaron-hugo-lopez-gatell/
[2] https://www.milenio.com/politica/comunidad/coronavirus-mexico-muertes-medicos-the-lancet
[2] https://www.unicef.org/coronavirus/teacher-tips-classroom-precautions-covid-19
[2] https://twitter.com/HelenBranswell/status/1306239673312960512
[2] https://www.acierta.mx/site/se-agregan-50-casos-nuevos-de-covid-19-a-las-estadisticas-estatales-sso/
[1] https://bit.ly/3cajE7b
[1] https://twitter.com/Denys_Shmyhal/status/1306950511669776386
[1] https://www.amarujala.com/world/trump-administration-reversed-guidance-on-covid-19-testing-for-second-time-exposed-without-symptoms-need-tests

Top Domains
Top Domains in Tweet in Entire Graph:
[328] twitter.com
[62] bit.ly
[59] newyorker.com
[56] fox17.com
[55] youtube.com
[40] nypost.com
[31] com.mx
[31] nytimes.com
[30] com.br
[26] co.uk

Top Domains in Tweet in G1:
[111] twitter.com
[11] google.com
[10] nih.gov
[9] cnn.com
[9] theguardian.com
[9] com.mx
[8] youtube.com
[6] indiatimes.com
[5] newyorker.com
[5] blogspot.com

Top Domains in Tweet in G2:
[6] youtube.com
[5] mediaite.com
[5] twitter.com
[4] abcn.ws
[4] theguardian.com
[4] thedailybeast.com
[2] co.uk
[2] msnbc.com
[2] trib.al
[2] google.com

Top Domains in Tweet in G3:
[2] twitter.com
[1] pscp.tv
[1] fox17.com
[1] thedailybeast.com
[1] vanityfair.com
[1] msnbc.com
[1] thenevadaindependent.com
[1] newyorker.com
[1] pat4nc.us
[1] foxnews.com

Top Domains in Tweet in G4:
[5] gov.in
[2] newindianexpress.com
[1] thewire.in
[1] intoday.in

Top Domains in Tweet in G5:
[22] mazo4f.com
[12] gob.ve
[4] bit.ly
[3] televisa.com
[2] elpais.com
[2] apnews.com
[2] org.ve
[2] twitter.com
[1] telocuentonews.com
[1] dw.com

Top Domains in Tweet in G6:
[17] newyorker.com
[2] twitter.com
[2] trib.al
[2] cnn.it
[1] politico.com
[1] vanityfair.com
[1] theatlantic.com
[1] greenpeace.org
[1] nytimes.com
[1] worldometers.info

Top Domains in Tweet in G7:
[4] latimes.com

Top Domains in Tweet in G8:
[25] fox17.com
[10] theblaze.com
[1] washingtonpost.com
[1] wsj.com
[1] thegatewaypundit.com
[1] congressionalleadershipfund.org

Top Domains in Tweet in G9:
[4] cnn.it
[1] cnn.com
[1] nytimes.com
[1] buzzfeednews.com
[1] democracydocket.com
[1] nowth.is
[1] politico.com

Top Domains in Tweet in G10:
[4] gob.mx
[4] twitter.com
[4] unicef.org
[3] ngnoticias.com
[2] bit.ly
[2] abarloventoinforma.com
[2] milenio.com
[2] nytimes.com
[2] acierta.mx
[1] amarujala.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[250] covid19
[152] covid__19
[131] covid
[101] covid_19
[69] coronavirus
[68] envideo
[43] bidentownhall
[35] mausehatpakaimasker
[32] madurolavozdevenezuela
[22] diálogodemocraciaypaz



Top Hashtags in Tweet in G1:
[41] covid__19
[31] covid19
[21] covid
[17] coronavirus
[17] mausehatpakaimasker
[9] longcovid
[7] polriuntukindonesia
[5] covid_19
[4] donaldtrump
[3] राष्ट्रीय_बेरोजगार_दिवस

Top Hashtags in Tweet in G2:
[7] beijingbiden
[5] covid
[3] maga
[2] wuhan
[2] covid__19
[2] ccpvirus
[2] portland
[2] msm
[2] trumpwantstoinfectus
[2] cancelstudentdebt

Top Hashtags in Tweet in G3:
[26] bidentownhall
[2] trumplied200kdied
[1] trump2020tosaveamerica

Top Hashtags in Tweet in G4:
[4] canceldiplomaexams
[4] indiafightscorona
[3] icmrfightscovid19
[3] coronaviruscrisis
[2] postpone_karo_upsc
[2] cancelapdiplomaexams
[2] saveapdiplomastudents
[2] nojusticenoemi
[2] moratorium3forall
[2] happybirthdaymodiji

Top Hashtags in Tweet in G5:
[64] envideo
[28] madurolavozdevenezuela
[15] diálogodemocraciaypaz
[13] 6dvictoriachavista
[12] saludyeducaciónencasa
[9] dialogodemocraciaypaz
[8] 9/16/2020 12:00:00 AM
[7] porunseguromássocial
[7] 9/18/2020 12:00:00 AM
[6] covid__19

Top Hashtags in Tweet in G6:
[2] covid19
[2] covid
[2] trumpwantstoinfectus
[1] herdmentality
[1] bidentownhall
[1] covid__19
[1] lincolnveteran

Top Hashtags in Tweet in G9:
[1] bidentownhall
[1] indiafightscorona

Top Hashtags in Tweet in G10:
[13] covid19
[5] oaxaca
[4] covid_19
[3] coronavirus
[3] children
[2] covid
[2] covid_19mx
[2] ukraine
[2] america
[2] dequeteries

Top Words
Top Words in Tweet in Entire Graph:
[7898] covid
[3579] 19
[881] trump
[623] people
[468] more
[404] positive
[367] president
[358] health
[356] deaths
[352] vaccine

Top Words in Tweet in G1:
[821] covid
[354] 19
[56] trump
[52] people
[47] dan
[41] cases
[41] #covid__19
[37] 2020
[33] more
[32] casos

Top Words in Tweet in G2:
[209] covid
[120] realdonaldtrump
[114] trump
[97] 19
[37] more
[34] people
[26] hear
[26] lawrence
[26] latest
[25] tell

Top Words in Tweet in G3:
[156] covid
[145] joebiden
[131] 19
[77] trump
[69] americans
[45] year
[44] president
[40] more
[39] donald
[35] crisis

Top Words in Tweet in G4:
[67] covid
[60] क
[33] त
[33] व
[29] 19
[26] र
[25] म
[23] narendramodi
[21] न
[18] pmoindia

Top Words in Tweet in G5:
[199] covid
[197] 19
[66] ministro
[64] #envideo
[63] comunicación
[60] vtvcanal8
[54] luchaalmada
[52] venezuela
[50] casos
[41] información

Top Words in Tweet in G6:
[72] covid
[49] trump
[43] 19
[39] troye
[39] former
[34] task
[33] oliviatroye
[33] olivia
[30] sbg1
[29] more

Top Words in Tweet in G7:
[114] positive
[113] covid
[112] _sotzingg_
[112] girlfriend
[112] tested
[112] university
[112] cincinnati's
[112] health
[112] department
[112] instructed

Top Words in Tweet in G8:
[74] covid
[58] 19
[35] lrihendry
[27] trump
[27] lockdown
[26] president
[26] brithume
[25] coverup
[25] justify
[24] biden

Top Words in Tweet in G9:
[73] covid
[47] 19
[31] don
[25] aslavitt
[24] nowthisnews
[24] world
[22] update
[20] trump
[20] run
[20] science

Top Words in Tweet in G10:
[45] covid
[29] 19
[18] lopezobrador_
[14] mil
[13] #covid19
[11] hlgatell
[11] muertes
[10] क
[10] 72
[8] ríes

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[3462] covid,19
[260] positive,covid
[223] tested,positive
[157] covid,deaths
[130] white,house
[127] health,department
[120] during,covid
[118] olivia,troye
[112] girlfriend,tested
[112] covid,university

Top Word Pairs in Tweet in G1:
[341] covid,19
[25] protokol,kesehatan
[17] penyebaran,covid
[15] 19,cases
[13] died,covid
[13] positive,covid
[12] during,covid
[11] due,covid
[11] contra,covid
[11] virus,covid

Top Word Pairs in Tweet in G2:
[96] covid,19
[19] blue,states
[16] 19,going
[16] listened,latest
[16] latest,woodward
[16] woodward,clip
[16] clip,lawrence
[16] lawrence,played
[16] played,maryltrump
[16] maryltrump,stunning

Top Word Pairs in Tweet in G3:
[131] covid,19
[39] donald,trump
[33] 100,richest
[33] richest,americans
[33] americans,made
[33] made,more
[33] more,300
[33] 300,billion
[33] billion,during
[33] during,covid

Top Word Pairs in Tweet in G4:
[29] covid,19
[14] aaptard,sanjay
[14] sanjay,singh
[14] singh,reply
[14] reply,those
[14] those,mock
[14] mock,clapping
[14] clapping,banging
[14] banging,thalis
[14] thalis,show

Top Word Pairs in Tweet in G5:
[193] covid,19
[63] ministro,comunicación
[42] vtvcanal8,#envideo
[37] comunicación,información
[35] información,luchaalmada
[34] #envideo,ministro
[24] contra,covid
[24] casos,covid
[19] comunicación,luchaalmada
[12] lucha,contra

Top Word Pairs in Tweet in G6:
[43] covid,19
[31] olivia,troye
[28] task,force
[28] white,house
[22] much,more
[22] coronavirus,task
[19] troye,much
[19] more,lose
[18] lose,none
[18] none,stature

Top Word Pairs in Tweet in G7:
[112] girlfriend,tested
[112] tested,positive
[112] positive,covid
[112] covid,university
[112] university,cincinnati's
[112] cincinnati's,health
[112] health,department
[112] department,instructed
[112] instructed,attend
[111] _sotzingg_,girlfriend

Top Word Pairs in Tweet in G8:
[58] covid,19
[25] coverup,justify
[25] justify,lockdown
[24] brithume,coverup
[21] walk,covid
[21] 19,riots
[21] riots,looting
[21] looting,murder
[21] murder,hornets
[21] hornets,vote

Top Word Pairs in Tweet in G9:
[45] covid,19
[20] dig,graves
[18] take,countries
[18] countries,run
[18] run,authoritarian
[18] authoritarian,men
[18] men,don
[18] don,follow
[18] follow,science
[18] science,world

Top Word Pairs in Tweet in G10:
[28] covid,19
[8] muertes,covid
[7] 72,mil
[7] mil,muertes
[4] dr,hlgatell
[4] comunicado,técnico
[4] técnico,diario
[4] diario,nuevo
[4] nuevo,coronavirus
[4] coronavirus,mundo

Top Replied-To
Top Replied-To in Entire Graph:
@realdonaldtrump
@damailamongan
@beauwillimon
@diazcanelb
@ingrahamangle
@trumpwarroom
@donaldjtrumpjr
@meidastouch
@ddale8
@kylegriffin1

Top Replied-To in G2:
@realdonaldtrump
@meidastouch
@trumpwarroom
@teamtrump
@apoots12
@blondierock13
@enemyoftheleft
@davepeer2
@realdrgina
@thegre8_1

Top Replied-To in G3:
@trumpwarroom
@joebiden
@missbeae
@captain63857795
@jeabas
@enalttis
@realmattdylan
@sjhappybee
@realdonaldtrump
@gdsfre8

Top Replied-To in G4:
@narendramodi
@dbongino
@therealjd9
@swamy39
@nishant51600164
@_sanity_v
@doptgoi
@sardesairajdeep

Top Replied-To in G6:
@cnnpolitics
@rvat2020
@sbg1
@anneapplebaum
@reallyamerican1
@tuckercarlson

Top Replied-To in G7:
@beefcake_racing

Top Replied-To in G8:
@lrihendry
@paulsperry_
@brithume

Top Replied-To in G9:
@facethenation
@don_zellii
@jeffatc28
@aslavitt
@nowthisnews

Top Replied-To in G10:
@consultapara
@watertankkitty
@lopezobrador_
@un

Top Mentioned
Top Mentioned in Entire Graph:
@joebiden
@_sotzingg_
@realdonaldtrump
@belpetit
@cnn
@vtvcanal8
@courtneyaj
@luchaalmada
@simplydivine22
@kylegriffin1

Top Mentioned in G1:
@cocofashion13
@marisalette
@sabuli_2007
@gusieconomo
@pdjmoo
@riccio94492716
@raymarukung
@s_manish_singh
@marisyrek

Top Mentioned in G2:
@realdonaldtrump
@lawrence
@mmpadellan
@joyannreid
@maryltrump
@abc
@b52malmet
@neusummits
@tomfitton
@gop

Top Mentioned in G3:
@joebiden
@richardgrenell
@hillaryclinton
@realdonaldtrump
@kayleighmcenany
@kamalaharris
@jackposobiec
@ericswalwell
@crewcrew
@trumpwarroom

Top Mentioned in G4:
@narendramodi
@pmoindia
@politicalkida
@nitin_gadkari
@hanujatmahiya
@mohfw_india
@sardesairajdeep
@ysjagan
@nsitharaman
@drharshvardhan

Top Mentioned in G5:
@vtvcanal8
@luchaalmada
@nicolasmaduro
@conelmazodando
@ivssoficial
@magagutierrezv
@mippcivzla
@mincyt_ve
@partidopsuv
@drtedros

Top Mentioned in G6:
@oliviatroye
@sbg1
@anneapplebaum
@billkristol
@cnnpolitics
@newyorker
@tuckercarlson
@radiofreetom
@rvat2020
@peterbakernyt

Top Mentioned in G7:
@_sotzingg_
@latimes
@leepace02227709

Top Mentioned in G8:
@lrihendry
@brithume
@paulsperry_
@trumpladyfran
@theblaze
@oratorblog
@jrinpueblo
@weroneamerica
@bvoice_p
@jscottvan59

Top Mentioned in G9:
@aslavitt
@nowthisnews
@danrather
@marceelias
@democracydocket
@cnni
@margbrennan
@facethenation
@joebiden
@dnc

Top Mentioned in G10:
@lopezobrador_
@hlgatell
@ssalud_mx
@unicef
@un
@nickkristof
@donato_casas
@who
@sso_goboax
@gobiernomx

Top Tweeters
Top Tweeters in Entire Graph:
@elnacionalweb
@la_patilla
@pulpnews
@movistararg
@extravzla
@sumariumcom
@lasillarota
@dichristine
@kompascom
@dynamocooligan

Top Tweeters in G1:
@pulpnews
@extravzla
@republikaonline
@noticias24
@liputan6dotcom
@titrespresse
@informe21
@56perumal
@sindonews
@prensapuntofijo

Top Tweeters in G2:
@onahunttoday
@marylene58
@guardian
@frecklesxx20
@njdoc
@nanteos620
@carollarue
@mailonline
@b52malmet
@thedailybeast

Top Tweeters in G3:
@chuckw12
@weldtowrite
@naturefineart
@saftyinnumbers
@chispasos9
@rliberalskiddin
@madelynerants
@joncoopertweets
@hollygilder
@vickib501

Top Tweeters in G4:
@indiatoday
@timesnow
@pib_india
@modifiedakki
@dcdretblue
@pd_vanjari
@jesuisdog
@saindevenderbjp
@roncufley
@amardeepp111

Top Tweeters in G5:
@conelmazodando
@elperiodiquito
@vtvcanal8
@ntelevisa_com
@el_pais
@partidopsuv
@yasmi70
@fornerinojl
@aztileyzaid
@antonio2347

Top Tweeters in G6:
@_silversmith
@tigerbeat
@dawnarickelz
@notcapnamerica
@radiofreetom
@tomcox60
@bean9986
@stephenalbert11
@davidabatchelor
@cnnpolitics

Top Tweeters in G7:
@radseed
@fangpusskins
@latimes
@he_say_she_say
@meezy0688
@misshuxtable
@vtecpapi
@psowill
@ivylynnr0z3
@patticaaakes

Top Tweeters in G8:
@skyjones55
@geraldinekestn2
@4allsoulkind
@lrihendry
@cat_00005
@cbeelman
@patriotpromise2
@trumpladyfran
@beachkatie
@loysaz

Top Tweeters in G9:
@bellesapepper37
@casablancaric
@james_savage15
@cnni
@freddyroo2
@unclemuley
@giannajax
@reruam
@godessofchaos71
@philnurenberg

Top Tweeters in G10:
@milenio
@notimxm
@ricardoalemanmx
@amarujalanews
@ralpharmstrong1
@saleemulhuq
@rzeczpospolita
@nytopinion
@grociodel
@aciertaoaxaca