COVID-19, Twitter, 10/16/2020 8:55:24 AM, 238075


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COVID-19_2020-10-16_00-00-01.xlsx
COVID-19_2020-10-16_00-00-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
October 16, 2020
Short Description:
COVID-19 via NodeXL https://bit.ly/341aoQg
@joebiden
@realdonaldtrump
@cnn
@drericding
@mcgee06708992
@facesofcovid
@drgarydhughes
@cdcgov
@halocommconsult
@cbouzy

Top hashtags:
#covid19
#covid_19
#covid
#coronavirus
#11thhour
#tiempodeelegir
#covid__19

Description:
Description
The graph represents a network of 10,147 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 Friday, 16 October 2020 at 07:17 UTC.

The requested start date was Friday, 16 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, 2-minute period from Tuesday, 13 October 2020 at 03:17 UTC to Thursday, 15 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 : 10147
Unique Edges : 5007
Edges With Duplicates : 13018
Total Edges : 18025
Number of Edge Types : 5
Retweet : 5902
MentionsInRetweet : 6828
Tweet : 3026
Mentions : 1798
Replies to : 471
Self-Loops : 3078
Reciprocated Vertex Pair Ratio : 0.0046603751602004
Reciprocated Edge Ratio : 0.00927751362634814
Connected Components : 2637
Single-Vertex Connected Components : 807
Maximum Vertices in a Connected Component : 2640
Maximum Edges in a Connected Component : 5600
Maximum Geodesic Distance (Diameter) : 26
Average Geodesic Distance : 8.823009
Graph Density : 8.3757916910398E-05
Modularity : 0.537789
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 10,147 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 Friday, 16 October 2020 at 07:17 UTC.

The requested start date was Friday, 16 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, 2-minute period from Tuesday, 13 October 2020 at 03:17 UTC to Thursday, 15 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:
[22] https://www.france24.com/en/20201014-live-macron-expected-to-announce-tougher-covid-19-measures-as-france-s-cases-rise?ref=tw
[21] https://www.statnews.com/2020/10/12/johnson-johnson-covid-19-vaccine-study-paused-due-to-unexplained-illness-in-participant/
[20] https://www.whitehouse.gov/articles/first-lady-melania-trump-personal-experience-covid-19/
[19] https://www.reuters.com/article/us-imf-worldbank-vaccines-idUSKBN26Y36Y?taid=5f866d3a609c1e0001cd64bd&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[19] https://actualidad.rt.com/actualidad/369787-autopsias-victimas-covid-coronavirus-ojos
[13] https://news.harvard.edu/gazette/story/2020/10/covid-survivors-may-have-four-months-of-protection/?utm_source=twitter&utm_campaign=hu-twitter-general&utm_medium=social
[13] https://www.newsweek.com/two-million-lives-president-trump-has-saved-covid-19-opinion-1538738
[12] https://www.thedailybeast.com/rudy-giuliani-reveals-hes-taking-hydroxychloroquine-to-fend-off-covid-19
[12] https://www.cnn.com/2020/10/12/health/johnson-coronavirus-vaccine-pause-bn/index.html
[11] https://www.worldcommunitygrid.org/research/opn1/overview.do

Top URLs in Tweet in G1:
[6] https://twitter.com/i/events/1315841076675047425
[4] https://www.cnn.com/2020/10/14/health/blood-group-covid-19-scn-wellness/index.html
[3] https://www.linkedin.com/slink?code=efDE5rf
[3] https://keyt.com/news/santa-barbara-s-county/2020/10/13/ucsb-student-organizations-pushing-for-more-covid-accountability-in-isla-vista/
[3] https://www.theguardian.com/world/2020/oct/14/ending-covid-19-via-herd-immunity-is-a-dangerous-fallacy?CMP=Share_AndroidApp_Other
[3] https://www.diariocontraste.com/2020/10/paises-europeos-han-puesto-en-marcha-nuevas-medidas-para-frenar-la-propagacion-del-covid-19/
[3] https://seunonoticias.mx/2020/10/14/en-el-estado-de-mexico-suman-12-mil-258-muertes-por-covid-19/
[3] https://thehill.com/homenews/state-watch/521073-south-dakota-governor-blames-surge-in-covid-19-cases-on-testing-thats
[2] https://www.statnews.com/2020/10/12/johnson-johnson-covid-19-vaccine-study-paused-due-to-unexplained-illness-in-participant/
[2] https://www.chicagotribune.com/coronavirus/ct-cdc-report-family-gathering-local-20201012-7f7i6sosi5ep7dhoq3e2bpgavi-story.html

Top URLs in Tweet in G2:
[13] https://www.newsweek.com/two-million-lives-president-trump-has-saved-covid-19-opinion-1538738
[2] https://www.businessinsider.com/barron-trump-tested-positive-for-covid-19-melania-letter-2020-10
[1] https://www.cnn.com/2020/10/13/health/us-coronavirus-tuesday/index.html
[1] https://www.tvo.org/article/its-october-and-covid-19-is-still-moving-faster-than-government
[1] https://www.inquirer.com/opinion/editorials/a/philadelphia-inquirer-2020-endorsements-biden-trump-20201011.html?fbclid=IwAR1aWdC_7uFA1H4RNMa4I17AlFEnizu40ZuJVNmYUvn7qmC5jvqGvsmombg
[1] https://trib.al/WCM00Lp
[1] https://www.latimes.com/business/story/2019-09-06/hiltzik-republican-ernst-gutting-social-security

Top URLs in Tweet in G3:
[1] https://twitter.com/katekelly/status/1316529351895191553
[1] http://www.msn.com/en-us/health/medical/opinion-white-houses-new-covid-19-strategy-is-madness/ar-BB1a2lgS?ocid=st
[1] https://www.msn.com/en-us/news/us/longtime-georgia-sheriff-dies-after-battle-with-covid-19/ar-BB1a1Xiq?ocid=msedgdhp
[1] https://twitter.com/realDonaldTrump/status/1316513223802187776

Top URLs in Tweet in G4:
[4] https://www.statnews.com/2020/10/12/johnson-johnson-covid-19-vaccine-study-paused-due-to-unexplained-illness-in-participant/
[2] https://www.argusleader.com/story/news/crime/2020/10/08/south-dakota-covid-19-case-count-new-york-times/5923565002/?fbclid=IwAR2mBahHUIdfl6RxZgRCkvDEtU8VcypgECccUFf-5_dP9Z5PDlp0xxd9jXk
[2] https://twitter.com/bubbaprog/status/1315767030063259648
[2] https://www.azcentral.com/story/news/local/arizona-health/2020/10/14/coronavirus-state-rep-lorenzo-sierra-discharged-after-covid-19-battle/3658817001/
[2] https://www.independent.co.uk/news/world/coronavirus-covid-19-reinfection-death-holland-b1021190.html?utm_term=Autofeed&utm_medium=Social&utm_content=Echobox&utm_source=Twitter#Echobox=1602635270
[2] https://www.clickondetroit.com/news/michigan/2020/09/16/2-month-old-child-dies-from-coronavirus-covid-19-in-michigan/?__vfz=medium%3Dsharebar
[2] https://www.usatoday.com/story/news/politics/elections/2020/09/22/donald-trump-200-000-covid-19-deaths-its-shame/3493983001/
[2] https://www.npr.org/2020/10/10/922589500/chicago-loses-a-beloved-teacher-to-covid-19?utm_campaign=storyshare&utm_source=twitter.com&utm_medium=social
[2] https://www.fox19.com/2020/10/09/beloved-hamilton-teacher-passes-away-covid-/
[2] https://davidrtayloreducation.wordpress.com/2020/10/11/wisconsin-south-carolina-two-teachers-die-of-covid-19/

Top URLs in Tweet in G5:
[6] https://www.thedailybeast.com/labor-secretary-eugene-scalias-wife-trish-is-latest-rose-garden-guest-with-covid-19?source=twitter&via=desktop
[3] https://www.thedailybeast.com/idaho-teen-who-contracted-covid-19-now-needs-heart-transplant?source=twitter&via=desktop
[1] https://www.nbcnews.com/health/health-news/covid-19-pandemic-has-claimed-far-more-lives-reported-study-n1242970
[1] https://twitter.com/nytimes/status/1315829641823891456
[1] https://twitter.com/lrozen/status/1315823202195648513
[1] https://www.thedailybeast.com/labor-secretary-eugene-scalias-wife-trish-is-latest-rose-garden-guest-with-covid-19?via=twitter_page
[1] https://www.thedailybeast.com/covid-19-cases-dropped-75-after-local-mask-mandates-enforced?via=twitter_page
[1] https://www.thedailybeast.com/johnson-and-johnson-halts-covid-19-vaccine-study-after-participant-comes-down-with-unexplained-illness?via=twitter_page
[1] https://www.thedailybeast.com/johnson-and-johnson-halts-covid-19-vaccine-study-after-participant-comes-down-with-unexplained-illness?source=twitter&via=mobile

Top URLs in Tweet in G6:
[6] https://www.statnews.com/2020/10/12/johnson-johnson-covid-19-vaccine-study-paused-due-to-unexplained-illness-in-participant/
[3] https://bnonews.com/index.php/2020/08/covid-19-reinfection-tracker/
[3] https://trib.al/uHsFQLG
[3] https://www.latimes.com/science/story/2020-10-12/a-nevada-man-got-covid-19-twice-his-case-shows-why-we-need-a-vaccine
[1] https://bnonews.com/index.php/2020/10/dutch-researchers-report-first-death-from-covid-19-reinfection/
[1] https://jamanetwork.com/crawlprevention/governor?content=/journals/jama/fullarticle/2771761?guestAccessKey=92828e1e-363a-491b-83af-ec3ce0cde3f6&utm_source=For_The_Media&utm_medium=referral&utm_campaign=ftm_links&utm_content=tfl&utm_term=101220
[1] https://www.nytimes.com/2020/10/14/health/coronavirus-trump-antibodies.html
[1] https://www.cnn.com/2020/10/13/world/spinco-canada-covid-19-outbreak-trnd/index.html
[1] https://www.govexec.com/workforce/2020/10/trump-administration-has-cut-number-federal-personnel-deployed-covid-19-fight-60/169137/
[1] https://www.jnj.com/our-company/johnson-johnson-temporarily-pauses-all-dosing-in-our-janssen-covid-19-vaccine-candidate-clinical-trials

Top URLs in Tweet in G7:
[18] https://actualidad.rt.com/actualidad/369787-autopsias-victimas-covid-coronavirus-ojos
[7] https://www.vtv.gob.ve/el-astro-cristiano-ronaldo-dio-positivo-a-covid-19/
[7] http://www.minci.gob.ve/segunda-ola-de-covid-19-se-registra-en-todo-reino-unido/
[5] https://mazo4f.com/venezuela-reporta-614-casos-de-covid-19-y-4-fallecidos
[4] https://mazo4f.com/colombia-registra-7767-nuevos-casos-de-covid-19-y-151-fallecidos-en-las-ultimas-24-horas
[3] https://www.vtv.gob.ve/johnson-interrumpe-ensayos-covid-voluntario/
[3] https://www.vtv.gob.ve/rusia-registra-segunda-vacuna-covid-19-tercera-camino/
[3] https://mazo4f.com/ministro-alvarado-informo-que-presenta-evolucion-favorable-tras-tratarse-para-covid-19
[3] https://mazo4f.com/mexico-realizara-los-ensayos-en-fase-3-de-varias-vacunas-contra-el-covid-19
[3] https://mazo4f.com/johnson-johnson-detiene-los-ensayos-de-su-vacuna-contra-el-covid-19-detalles

Top URLs in Tweet in G8:
[3] https://www.contrapesociudadano.com/instagram-censura-a-paty-navidad-por-publicar-fake-news-sobre-el-covid-19/
[2] http://revistafal.com/una-diplomacia-humana/
[2] https://covid19.cdmx.gob.mx/
[2] https://www.contrapesociudadano.com/mexico-tercer-lugar-a-nivel-mundial-con-mas-nuevas-muertes-por-covid-19/
[2] https://www.unotv.com/nacional/mexico-tendra-acceso-a-mas-de-100-millones-de-vacunas-contra-el-covid-19/
[2] https://www.gob.mx/salud/prensa/nuevo-coronavirus-en-el-mundo-covid-19-comunicado-tecnico-diario-254675
[2] https://www.excelsior.com.mx/nacional/suspenden-comparecencia-de-lopez-gatell-en-senado-por-protestas/1410798#.X4Tt_piVKcA.twitter
[1] https://www.proceso.com.mx/653127/melania-trump-revela-que-su-hijo-barron-tambien-dio-positivo-a-covid-19
[1] https://www.proceso.com.mx/652802/revientan-comparecencia-de-lopez-gatell-en-el-senado
[1] https://www.proceso.com.mx/652951/covid-19-mexico-entre-los-10-paises-con-mas-muertes-por-cada-millon-de-habitantes

Top URLs in Tweet in G9:
[7] https://www.politico.com/news/2020/10/13/howard-krein-covid-startups-biden-429123
[3] https://truepundit.com/johnson-johnson-latest-to-halt-covid-19-vaccine-trial-over-unspecified-illness/
[2] https://trib.al/ms4Znj5
[1] https://twitter.com/svnewsalerts/status/1316102350990462986
[1] https://trib.al/jR9VT9e
[1] https://cnn.it/34QxfNJ
[1] https://trib.al/xf5CwNE
[1] https://cnn.it/3doJxAC
[1] https://cnn.it/34Tfb5D
[1] https://cnn.it/34UFet9

Top URLs in Tweet in G10:
[2] https://www.bernama.com/bm/am/news.php?id=1889890#.X4bVVufpbPc.twitter
[1] https://twitter.com/bernamadotcom/status/1316303806703964160
[1] https://www.bernama.com/bm/am/news.php?id=1889573#.X4XFFHCRdbw.twitter
[1] https://www.fbi.gov/news/pressrel/press-releases/fbi-anticipates-rise-in-business-email-compromise-schemes-related-to-the-covid-19-pandemic
[1] https://www.youtube.com/watch?v=X2YalEO_GC4&feature=youtu.be

[1] https://aceh.antaranews.com/berita/167713/dispar-banda-aceh-latih-pelaku-usaha-penginapan-di-tengah-covid-19

Top Domains
Top Domains in Tweet in Entire Graph:
[233] twitter.com
[92] bit.ly
[67] com.mx
[59] trib.al
[54] reuters.com
[52] cnn.com
[40] youtube.com
[33] globo.com
[33] gob.ve
[31] cnn.it

Top Domains in Tweet in G1:
[52] twitter.com
[18] cnn.com
[15] com.mx
[9] co.uk
[9] com.br
[8] infobae.com
[8] blogspot.com
[8] instagram.com
[7] thehill.com
[6] msn.com

Top Domains in Tweet in G2:
[13] newsweek.com
[2] businessinsider.com
[1] cnn.com
[1] tvo.org
[1] inquirer.com
[1] trib.al
[1] latimes.com

Top Domains in Tweet in G3:
[2] twitter.com
[2] msn.com

Top Domains in Tweet in G4:
[9] twitter.com
[4] statnews.com
[3] msn.com
[3] npr.org
[2] argusleader.com
[2] nj.com
[2] alarabiya.net
[2] azcentral.com
[2] co.uk
[2] clickondetroit.com

Top Domains in Tweet in G5:
[13] thedailybeast.com
[2] twitter.com
[1] nbcnews.com

Top Domains in Tweet in G6:
[6] statnews.com
[5] trib.al
[4] bnonews.com
[3] wsj.com
[3] latimes.com
[2] twitter.com
[2] newschannel5.com
[1] jamanetwork.com
[1] nytimes.com
[1] cnn.com

Top Domains in Tweet in G7:
[33] gob.ve
[26] mazo4f.com
[18] rt.com
[7] bit.ly
[2] twitter.com
[2] redradiove.com
[1] dailymotion.com
[1] youtube.com

Top Domains in Tweet in G8:
[9] com.mx
[5] gob.mx
[5] contrapesociudadano.com
[4] bit.ly
[4] twitter.com
[2] revistafal.com
[2] unotv.com
[2] radioytvmexiquense.mx
[1] youtube.com
[1] sinlineamx.com

Top Domains in Tweet in G9:
[13] cnn.it
[7] politico.com
[5] trib.al
[3] truepundit.com
[2] twitter.com
[2] cnn.com
[1] jhu.edu
[1] forbes.com
[1] dailysignal.com
[1] kaiserpermanente.org

Top Domains in Tweet in G10:
[3] bernama.com
[1] twitter.com
[1] fbi.gov
[1] youtube.com
[1] antaranews.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[390] covid19
[155] covid_19
[123] covid
[100] coronavirus
[51] 11thhour
[51] tiempodeelegir
[47] covid__19
[42] pilkada2020jatimdamai
[42] pilkada2020amandamaidansejuk
[42] pilkada2020serentak



Top Hashtags in Tweet in G1:
[44] covid19
[18] covid_19
[17] poldasulsel
[15] opsyustisipoldasulsel
[15] kapoldasulsel
[15] covid
[12] coronavirus
[8] covid__19
[6] smartnews
[6] pandemicmusings

Top Hashtags in Tweet in G2:
[1] trumpownseverydeath
[1] onpoli
[1] pennsylvaniaforbiden
[1] voteearly
[1] votebidenharris2020

Top Hashtags in Tweet in G3:
[2] covid19

Top Hashtags in Tweet in G4:
[7] covid
[6] covid19
[4] trumpknew
[4] trumpisalaughingstock
[3] trumpvirus
[3] covid__19
[3] maga
[2] all
[2] bidenharris2020
[2] bidencares

Top Hashtags in Tweet in G6:
[36] covid19
[2] trumpliesamericansdie
[1] iowarally
[1] pandemic
[1] pathetic
[1] trumpisalaughingstock
[1] deathsantis
[1] corona_blase
[1] covid__19
[1] covidー19

Top Hashtags in Tweet in G7:
[44] tiempodeelegir
[33] venezuelagarantiadeddhh
[28] puebloenresistenciaantiimperialista
[18] notimippci
[13] envideo
[12] chavismovictoriaperfecta
[10] covid_19
[9] 0.5
[9] AM
[7] chavismogarantiadepaz

Top Hashtags in Tweet in G8:
[7] covid_19
[6] covid19
[5] lee
[4] laotraopinión
[3] protégeteyprotegealosdemás
[3] show
[2] últimahora
[2] webfal
[2] país
[2] nicaragua

Top Hashtags in Tweet in G9:
[3] covid19
[1] healthispolitical
[1] homecare
[1] covid
[1] thoughtcast
[1] newyorktough
[1] maskup

Top Hashtags in Tweet in G10:
[11] covid19
[3] scam
[3] kitateguhkitamenang
[3] komunikasikita
[3] jabatanpenerangan
[2] kitajagakita
[2] cahayaaceh
[1] azucenaxmilenio
[1] azucenaxfórmula
[1] becybersmart

Top Words
Top Words in Tweet in Entire Graph:
[7340] covid
[7226] 19
[1291] trump
[641] johnson
[515] president
[465] cases
[401] vaccine
[401] positive
[397] over
[393] 000

Top Words in Tweet in G1:
[751] covid
[749] 19
[55] dan
[48] trump
[46] cases
[45] johnson
[44] more
[44] #covid19
[37] vaccine
[37] coronavirus

Top Words in Tweet in G2:
[207] covid
[207] 19
[199] trump
[179] joebiden
[99] americans
[96] donald
[94] president
[90] watch
[89] 215
[89] 000

Top Words in Tweet in G3:
[196] trump
[187] cbouzy
[184] president
[183] hunter
[183] biden
[183] running
[183] care
[183] emailed
[183] owes
[183] someone

Top Words in Tweet in G4:
[146] covid
[142] 19
[100] realdonaldtrump
[45] trump
[24] died
[21] americans
[19] president
[16] cases
[15] people
[14] health

Top Words in Tweet in G5:
[230] trump
[163] sethabramson
[110] doctor
[110] breaking
[108] letter
[108] actually
[107] news
[107] msnbc
[107] live
[107] air

Top Words in Tweet in G6:
[139] covid
[129] 19
[114] johnson
[89] drericding
[61] vaccine
[61] paused
[43] study
[39] wsj
[37] deaths
[36] #covid19

Top Words in Tweet in G7:
[195] covid
[194] 19
[60] contra
[60] venezuela
[44] vtvcanal8
[44] #tiempodeelegir
[35] casos
[33] #venezuelagarantiadeddhh
[31] mippcivzla
[28] #puebloenresistenciaantiimperialista

Top Words in Tweet in G8:
[99] covid
[99] 19
[34] compra
[32] vacunas
[27] contra
[25] m_ebrard
[23] lopezobrador_
[22] hlgatell
[21] millones
[19] ricardobsalinas

Top Words in Tweet in G9:
[121] 19
[120] covid
[52] cnn
[44] johnson
[39] orthodox
[33] york
[28] svnewsalerts
[26] nygovcuomo
[25] breaking
[25] cuomo

Top Words in Tweet in G10:
[131] covid
[131] 19
[97] dghisham
[73] malaysia
[53] virus
[50] yg
[50] dr
[49] pernah
[49] dijangkiti
[48] pengumuman

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[7030] covid,19
[312] johnson,johnson
[260] 19,vaccine
[232] contra,covid
[231] positive,covid
[210] 19,cases
[189] hunter,biden
[187] million,dollars
[186] biden,running
[186] running,president

Top Word Pairs in Tweet in G1:
[731] covid,19
[29] 19,vaccine
[21] johnson,johnson
[20] 19,cases
[19] protokol,kesehatan
[17] mencuci,tangan
[17] menjaga,jarak
[17] pandemi,covid
[16] 19,pandemic
[16] casos,covid

Top Word Pairs in Tweet in G2:
[207] covid,19
[96] donald,trump
[90] president,trump
[89] 215,000
[89] 000,americans
[89] americans,died
[89] died,covid
[89] 19,donald
[89] trump,watch
[89] watch,greatest

Top Word Pairs in Tweet in G3:
[183] hunter,biden
[183] biden,running
[183] running,president
[183] president,care
[183] care,emailed
[183] emailed,trump
[183] trump,owes
[183] owes,someone
[183] someone,over
[183] over,400

Top Word Pairs in Tweet in G4:
[139] covid,19
[10] died,covid
[7] died,#covid
[6] health,officials
[6] 19,cases
[6] 19,realdonaldtrump
[6] president,realdonaldtrump
[5] anything,covid
[5] positive,covid
[5] 19,pandemic

Top Word Pairs in Tweet in G5:
[107] breaking,news
[107] news,msnbc
[107] msnbc,live
[107] live,air
[107] air,nbc
[107] nbc,medical
[107] medical,expert
[107] expert,letter
[107] letter,trump
[107] trump,doctor

Top Word Pairs in Tweet in G6:
[129] covid,19
[57] johnson,johnson
[40] 19,vaccine
[30] johnson,paused
[30] paused,trials
[30] trials,covid
[30] vaccine,including
[30] including,final
[30] final,stage
[30] stage,study

Top Word Pairs in Tweet in G7:
[192] covid,19
[49] contra,covid
[18] vacuna,contra
[18] autopsias,víctimas
[18] víctimas,covid
[18] 19,detectan
[18] detectan,coronavirus
[18] coronavirus,ojos
[17] actualidadrt,autopsias
[16] casos,covid

Top Word Pairs in Tweet in G8:
[99] covid,19
[25] contra,covid
[23] compra,vacunas
[17] vacunas,contra
[13] 116,millones
[12] lópez,gatell
[12] informamos,pre
[12] pre,compra
[12] 19,116
[12] millones,mexicanos

Top Word Pairs in Tweet in G9:
[120] covid,19
[24] executive,order
[24] order,withhold
[23] york,gov
[23] gov,cuomo
[22] johnson,johnson
[22] 19,vaccine
[21] svnewsalerts,breaking
[21] orthodox,jewish
[19] withhold,funding

Top Word Pairs in Tweet in G10:
[131] covid,19
[49] yg,pernah
[49] pernah,dijangkiti
[49] dijangkiti,virus
[49] virus,covid
[48] pengumuman,khas
[48] khas,buat
[48] buat,rakyat
[48] rakyat,malaysia
[48] malaysia,yg

Top Replied-To
Top Replied-To in Entire Graph:
@realdonaldtrump
@damailamongan
@cmdtemiliciab1
@ricardobsalinas
@joebiden
@cnn
@drericding
@diazcanelb
@mikeynog
@msnbc

Top Replied-To in G1:
@marquezp

Top Replied-To in G2:
@joebiden
@gsmithnewport
@shironredshift
@soopremekommand
@cherylkenney18

Top Replied-To in G3:
@realdonaldtrump

Top Replied-To in G4:
@realdonaldtrump
@funder
@atrupar
@repmattgaetz
@icecube
@vmadge
@luvtheusa76
@borisep
@katrinapierson
@ssouth1411

Top Replied-To in G5:
@sethabramson

Top Replied-To in G6:
@drericding
@meidastouch
@billybeeswife
@amoneyresists
@kayleighmcenany
@lindseygrahamsc
@jnjnews

Top Replied-To in G7:
@cmdtemiliciab1
@ve_cne
@carlosrujano10
@rangelsilva4f
@lahojillaentv

Top Replied-To in G8:
@ricardobsalinas
@hlgatell
@proceso
@patria4t
@lopezobrador_
@marianagc
@gracieladguezn

Top Replied-To in G9:
@cnn
@nygovcuomo
@omarjustmorales
@ac360
@chelseahandler

Top Replied-To in G10:
@dghisham
@_kheri_

Top Mentioned
Top Mentioned in Entire Graph:
@joebiden
@cbouzy
@sethabramson
@smalltwngirl918
@dghisham
@drericding
@kamalaharris
@realdonaldtrump
@11thhour
@potus

Top Mentioned in G1:
@borelmedwriter
@medcom_id
@ismaelmoraes22
@dalleofficial
@truthtemptress
@rmadridengineer

Top Mentioned in G2:
@joebiden
@jasonmillerindc
@joncoopertweets
@stevendelduca
@phillyinquirer
@idreesali114
@shirlaadams
@adamcancryn
@msnbc
@chrisalbertolaw

Top Mentioned in G3:
@cbouzy
@darth
@whitehouse
@realdonaldtrump

Top Mentioned in G4:
@realdonaldtrump
@govrondesantis
@gop
@kevincate
@govkristinoem
@icecube
@volinxx
@projectlincoln
@cleavon_md
@helenbranswell

Top Mentioned in G5:
@sethabramson
@thedailybeast
@cooljim198
@climatehuman
@tribelaw
@usambovu
@sjr218

Top Mentioned in G6:
@drericding
@wsj
@nc5_rschleicher
@bnodesk
@jnjnews
@meidastouch
@kxan_news
@sethabramson
@alamoontherise
@lindseygrahamsc

Top Mentioned in G7:
@vtvcanal8
@mippcivzla
@nicolasmaduro
@conelmazodando
@actualidadrt
@rangelsilva4f
@cmdtemiliciab1
@drodriven2
@dcabellor
@minsaludve

Top Mentioned in G8:
@m_ebrard
@lopezobrador_
@hlgatell
@ricardobsalinas
@rioscorona222
@proceso
@karlazabs
@sinlinea_mx
@opsoms
@egaona14

Top Mentioned in G9:
@cnn
@svnewsalerts
@nygovcuomo
@cnnbrk
@reaganbattalion
@ojpac
@schreckreports
@erinburnett
@johnshopkins
@thomas1774paine

Top Mentioned in G10:
@dghisham
@rppc90
@kkmputrajaya
@jpenerangan
@bernamadotcom
@dradhambaba
@azucenau
@k
@_kheri_
@drzul_albakri

Top Tweeters
Top Tweeters in Entire Graph:
@elnacionalweb
@la_patilla
@periodicovzlano
@pulpnews
@jornalistavitor
@extravzla
@contrapuntovzla
@dolartoday
@easy_branches
@lasillarota

Top Tweeters in G1:
@periodicovzlano
@pulpnews
@contrapuntovzla
@tuitsugerido
@okezonenews
@robinsnewswire
@reportes24h
@liputan6dotcom
@informe21
@56perumal

Top Tweeters in G2:
@robert_hove
@solomankarl
@textifyer59
@smartdissent
@angelxdv
@joncoopertweets
@gsllegn
@karendevine84
@phillyinquirer
@lowrad57

Top Tweeters in G3:
@phyllis_lemley
@harvickgirl_4
@nursepeggy52
@clmerle
@redmc6
@darth
@thankyoubob44
@gp76335748
@unfreakin
@princez2593

Top Tweeters in G4:
@suzanneinlgb
@barbaramain07
@notcapnamerica
@zeena4kids
@alarabiya_eng
@funder
@azcentral
@diarioelpopular
@miseryxchord
@kvnpkrwrd

Top Tweeters in G5:
@sar_oso
@noybsk2017
@cryborg
@dunnclan
@29361rmsm
@aluthiger
@thedailybeast
@beth4158
@lindalawrey
@753112jma

Top Tweeters in G6:
@ecclesias
@digyoursoul
@politico
@lininohio
@wsj
@jjohnsonlaw
@nanelvisfan
@buttlersue
@financialtimes
@lulu742

Top Tweeters in G7:
@conelmazodando
@vtvcanal8
@actualidadrt
@irr644
@partidopsuv
@nanciparra1
@lilidiaz8
@yasmi70
@senorcaicedo
@gustavoviloriar

Top Tweeters in G8:
@excelsior
@oncenoticiastv
@ricardoalemanmx
@sergabo1
@cordovaluis28
@evil_ryu_80
@dyanshalom
@proceso
@herreragonzalo3
@gobcdmx

Top Tweeters in G9:
@815wrldtrvlr
@thebling_vote
@cnn
@brighidsforge
@maryjan62216031
@yaya17017
@nollie38
@annross201111
@thomas1774paine
@liamstack

Top Tweeters in G10:
@viralvideovlogs
@bernamadotcom
@pokokapril
@shinning_228
@iftulfira
@nnjjwwv
@nhamizan_
@_itsssyafiq1
@kim_cyn
@luqmansani