COVID-19, Twitter, 12/12/2020 9:49:30 AM, 243317


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COVID-19_2020-12-12_00-00-02.xlsx
COVID-19_2020-12-12_00-00-02.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
December 12, 2020
Short Description:
COVID-19 via NodeXL https://bit.ly/3mc1Ls2
@joebiden
@realdonaldtrump
@realcandaceo
@kirkacevedo
@aoc
@nytimes
@msnbc
@cleavon_md
@2ysur2ysub
@drhlthywelth

Top hashtags:
#covid19
#swineflu
#covid_19
#covid
#coronavirus
#الغذاء_والدواء
#11dic
#humanrightsday

Description:
Description
The graph represents a network of 10,898 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, 12 December 2020 at 08:26 UTC.

The requested start date was Saturday, 12 December 2020 at 01:01 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 Wednesday, 09 December 2020 at 13:42 UTC to Friday, 11 December 2020 at 13:45 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 : 10898
Unique Edges : 6110
Edges With Duplicates : 11009
Total Edges : 17119
Number of Edge Types : 5
Tweet : 3714
Retweet : 4996
MentionsInRetweet : 5761
Mentions : 2171
Replies to : 477
Self-Loops : 3756
Reciprocated Vertex Pair Ratio : 0.00694186190653279
Reciprocated Edge Ratio : 0.0137880093561492
Connected Components : 3696
Single-Vertex Connected Components : 1421
Maximum Vertices in a Connected Component : 1746
Maximum Edges in a Connected Component : 3653
Maximum Geodesic Distance (Diameter) : 31
Average Geodesic Distance : 10.072092
Graph Density : 6.84010390221402E-05
Modularity : 0.559525
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 10,898 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, 12 December 2020 at 08:26 UTC.

The requested start date was Saturday, 12 December 2020 at 01:01 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 Wednesday, 09 December 2020 at 13:42 UTC to Friday, 11 December 2020 at 13:45 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:
[47] https://www.latimes.com/world-nation/story/2020-12-09/five-minutes-from-20-feet-away-south-korean-study-shows-perils-of-indoor-dining-for-covid-19
[34] https://doujin2020.jp/wp/page-538/
[23] https://www.soompi.com/article/1442541wpp/enhypen-undergoes-preemptive-covid-19-testing
[16] https://www.azcentral.com/story/news/local/arizona-health/2020/12/10/cleavon-gilman-fired-yuma-hospital-speaking-out-covid-19/3888981001/
[16] https://zeenews.india.com/world/covid-19-four-pfizer-vaccine-volunteers-develop-bells-palsy-read-details-here-2329924.html
[14] https://trib.al/QrQuK6s
[13] https://www.economist.com/international/2020/12/07/covid-19-spurs-national-plans-to-give-citizens-digital-identities
[13] https://tweetedtimes.com/media/economist/all?s=tnp
[11] https://mazo4f.com/sepa-como-se-sienten-los-voluntarios-con-la-segunda-dosis-de-la-vacuna-rusa-epivaccorona-covid-19
[11] https://news.sky.com/story/covid-19-uks-r-number-rises-slightly-to-between-09-and-1-12157848

Top URLs in Tweet in G1:
[12] https://www.economist.com/international/2020/12/07/covid-19-spurs-national-plans-to-give-citizens-digital-identities
[12] https://tweetedtimes.com/media/economist/all?s=tnp
[9] https://www.latimes.com/world-nation/story/2020-12-09/five-minutes-from-20-feet-away-south-korean-study-shows-perils-of-indoor-dining-for-covid-19
[7] https://www.researchandmarkets.com/
[4] http://secure.peta.org.uk/page/64561/action/1?utm_source=PETA%20UK::Twitter&utm_medium=Social&utm_campaign=0720::skn::PETA%20UK::Twitter::Italian%20fur%20farms::::link
[4] https://zeenews.india.com/world/covid-19-four-pfizer-vaccine-volunteers-develop-bells-palsy-read-details-here-2329924.html
[4] https://news.sky.com/story/covid-19-uks-r-number-rises-slightly-to-between-09-and-1-12157848
[3] https://www.cnn.com/videos/politics/2020/12/10/trump-covid-19-germany-ebof-vpx.cnn
[3] https://www.atv.pe/noticia/covid-19-en-peru-detectan-un-incremento-en-contagios
[3] https://www.infobae.com/america/eeuu/2020/12/11/eeuu-los-empleadores-podrian-despedir-a-los-trabajadores-que-se-rehusen-a-vacunarse-contra-el-covid-19/

Top URLs in Tweet in G2:
[1] http://abc7news.com/plumpjack-management-group-llc-gov-newsom-winery-sba-releases-detailed-ppp-data-what-business-does-gavin-own/8653462/
[1] http://shorturl.at/ekxJ4
[1] http://shorturl.at/gvCI7
[1] https://www.thehindu.com/opinion/op-ed/t-cell-immunity-and-covid-19/article33120479.ece

Top URLs in Tweet in G3:
[3] https://www.washingtonpost.com/opinions/the-covid-19-pandemic-is-trumps-legacy-he-can-still-salvage-a-shred-of-his-reputation/2020/12/10/903689d6-3b24-11eb-bc68-96af0daae728_story.html
[3] http://www.msn.com/en-us/news/us/pfizers-covid-19-vaccine-could-get-fda-committee-nod-today/ar-BB1bO4bs?ocid=st
[2] https://www.rawstory.com/2020/12/us-19-s-surpass-3000-in-24-hours-a-new-peak-on-eve-of-vaccine-review/#.X9IlFedl_tY.twitter
[2] https://www.huffpost.com/entry/guillermo-maldonado-covid-19-vaccine-evangelicals_n_5fcfef83c5b6787f2a9b8cc3?ncid=engmodushpmg00000004
[1] https://twitter.com/nytimes/status/1337171449589739523
[1] https://www.thedailybeast.com/a-vile-website-doxxing-trumps-enemies-has-caught-the-eye-of-the-fbi
[1] https://www.cebm.net/covid-19/covid-19-deaths-compared-with-swine-flu/
[1] http://www.msn.com/en-us/health/medical/americans-increasingly-willing-to-get-covid-19-vaccine-poll/ar-BB1bOjug?ocid=st
[1] https://www.rawstory.com/2020/12/cdc-official-says-she-was-told-to-delete-email-on-kids-19-risk-to-match-trumps-school-reopening-message/#.X9LGuN4kijg.twitter
[1] https://www.huffpost.com/entry/new-hampshire-dick-hinch-covid-death_n_5fd27013c5b66a75841334b7?ncid=engmodushpmg00000004

Top URLs in Tweet in G4:
[3] https://trib.al/83Dd153
[3] https://www.nytimes.com/2020/12/09/us/politics/trump-coronavirus-treatments.html
[2] https://trib.al/s4J09bL
[2] https://www.nursingtimes.net/news/coronavirus/matron-honoured-to-administer-first-covid-19-vaccine-in-uk-08-12-2020/
[2] http://www.thedenverchannel.com/news/politics/failure-is-not-an-option-sen-bennet-hopeful-for-agreement-soon-on-covid-19-stimulus-package
[1] https://nyti.ms/3m7wjer
[1] https://nyti.ms/36Wvkt8
[1] https://nyti.ms/3osXMc2
[1] https://nyti.ms/3oyzAoA
[1] https://nyti.ms/2W5AGMl

Top URLs in Tweet in G5:
[9] https://www.azcentral.com/story/news/local/arizona-health/2020/12/10/cleavon-gilman-fired-yuma-hospital-speaking-out-covid-19/3888981001/
[5] http://rssfeeds.usatoday.com/~/640114246/0/usatodaycomnation-topstories~Former-Florida-COVID-data-scientist-Rebekah-Jones-pushes-back-after-raid-on-home/
[2] https://www.vox.com/22160179/study-covid-19-eviction-moratoriums-deaths-cases-coronavirus-rent-stimulus-state-congress
[1] https://www.latimes.com/world-nation/story/2020-12-09/five-minutes-from-20-feet-away-south-korean-study-shows-perils-of-indoor-dining-for-covid-19
[1] https://wapo.st/37REtT3
[1] https://www.wbtv.com/2020/12/06/mother-gives-birth-healthy-baby-dies-covid-before-she-can-hold-him/
[1] https://www.newsweek.com/most-recovered-covid-19-patients-left-heart-damage-study-shows-1521456

Top URLs in Tweet in G6:
[13] https://www.latimes.com/world-nation/story/2020-12-09/five-minutes-from-20-feet-away-south-korean-study-shows-perils-of-indoor-dining-for-covid-19
[9] https://www.theguardian.com/us-news/2020/dec/08/rudy-giuliani-covid-19-diagnosis-hospital-donald-trump
[4] https://www.businessinsider.com/giuliani-brags-about-getting-experimental-covid-19-treatment-like-trump-2020-12
[4] https://trib.al/899ZxxP
[2] https://www.latimes.com/world-nation/story/2020-12-08/morocco-use-chinese-covid-19-vaccine-mass-vaccinations
[2] https://www.latimes.com/california/story/2020-12-09/california-latinos-covid19-vaccine
[2] https://www.latimes.com/california/story/2020-12-10/southern-california-record-covid-19-deaths
[1] http://www.msn.com/en-us/news/politics/new-hampshires-gop-governor-blasts-anti-maskers-after-house-speaker-dies-of-covid-19-dont-act-like-a-bunch-of-children/ar-BB1bQp6J?ocid=st
[1] http://www.msn.com/en-us/news/politics/covid-19-relief-talks-at-a-critical-juncture-amid-looming-shutdown-threat/ar-BB1bQF1T?ocid=st
[1] https://www.washingtonpost.com/opinions/2020/12/11/covid-19-airborne-transmission-cleaning-surfaces/

Top URLs in Tweet in G7:
[11] https://mazo4f.com/sepa-como-se-sienten-los-voluntarios-con-la-segunda-dosis-de-la-vacuna-rusa-epivaccorona-covid-19
[7] https://mazo4f.com/eeuu-supera-la-barrera-de-los-3000-fallecidos-por-covid-19-en-un-dia
[6] http://www.minci.gob.ve/coronavirus-covid-19/
[5] https://bit.ly/3m84uCE
[5] https://mazo4f.com/seis-personas-perdieron-la-vida-durante-el-ensayo-de-la-vacuna-de-pfizer-contra-el-covid-19
[4] https://actualidad.rt.com/actualidad/376556-australia-cancela-ensayos-clinicos-vacuna
[3] https://actualidad.rt.com/actualidad/376547-mexico-sumar-11897-nuevos-contagios-covid
[2] https://ir.shareaholic.com/e?a=1&u=https://www.telesurtv.net/news/venezuela-acumula-personas-recuperadas-covid-20201208-0115.html%3Futm_campaign%3Dshareaholic%26utm_medium%3Dtwitter%26utm_source%3Dsocialnetwork&r=1
[2] http://www.minci.gob.ve/presidente-fundador-de-namibia-da-positivo-por-covid-19/
[2] http://rnv.gob.ve/venezuela-regi

Top URLs in Tweet in G8:
[6] https://www.icmr.gov.in
[2] https://nurturing-care.org/covid-19-lessons-from-four-ecd-programmes
[2] https://newsable.asianetnews.com/gallery/top-stories/india-covid-19-updates-statistics-caseload-fatalities-vpn-qkwwoa
[2] https://www.deccanherald.com/business/despite-covid-19-lockdowns-foreign-investors-pumped-39-billion-in-india-in-h1-fy21-924041.html
[1] https://bit.ly/2VXrklQ

Top URLs in Tweet in G9:
[3] https://www.usatoday.com/story/news/investigations/2020/12/11/kids-toys-lacked-federal-safety-screenings-ahead-holiday-shopping/3808926001/
[2] https://trib.al/rEXLNI0
[2] https://www.usatoday.com/story/news/health/2020/12/10/covid-news-pfizer-vaccine-review-california-texas/3870677001/
[2] https://trib.al/M7eALQA
[1] https://mediamanipulation.org/research/canaries-coal-mine-covid-19-misinformation-and-black-communities
[1] https://on.msnbc.com/3gDKEyi
[1] https://yhoo.it/37I7NeJ
[1] https://cnn.it/372JgSG
[1] https://nbcnews.to/375R5aa
[1] https://nbcnews.to/39WOAZI

Top URLs in Tweet in G10:
[4] https://www.eltiempo.com/mundo/eeuu-y-canada/ee-uu-alcanza-las-tres-mil-muertes-en-24-horas-por-covid-19-una-cifra-record-553912?utm_medium=Social&utm_source=Twitter#Echobox=1607606690
[4] https://www.milenio.com/politica/imposible-que-estados-compren-vacunas-contra-covid-19-lopez-gatell
[2] https://lopezdoriga.com/nacional/ciudad-de-mexico-y-coahuila-los-estados-que-recibiran-las-primeras-dosis-de-vacuna-contra-covid-19/
[1] https://www.eltiempo.com/salud/vacuna-pfizer-del-covid-19-es-autorizada-por-fda-en-estados-unidos-553862
[1] https://bit.ly/2KaVTSn
[1] https://www.proceso.com.mx/internacional/2020/12/10/francia-impone-toque-de-queda-partir-de-las-2000-horas-por-covid-19-254323.html
[1] https://bit.ly/3oz8spI
[1] https://lopezdoriga.com/nacional/video-ignoran-capitalinos-llamado-a-quedarse-en-casa-abarrotan-calles-del-centro-historico/
[1] https://bit.ly/2Izwh1j
[1] https://bit.ly/3m5Gpwe

Top Domains
Top Domains in Tweet in Entire Graph:
[234] twitter.com
[85] com.br
[82] bit.ly
[63] youtube.com
[63] latimes.com
[59] trib.al
[58] co.uk
[56] nypost.com
[51] cnn.com
[41] com.mx

Top Domains in Tweet in G1:
[81] twitter.com
[43] com.br
[17] youtube.com
[17] cnn.com
[16] co.uk
[15] latimes.com
[14] com.mx
[13] economist.com
[12] tweetedtimes.com
[12] msn.com

Top Domains in Tweet in G2:
[2] shorturl.at
[1] abc7news.com
[1] thehindu.com

Top Domains in Tweet in G3:
[4] msn.com
[4] huffpost.com
[3] washingtonpost.com
[3] twitter.com
[3] rawstory.com
[1] thedailybeast.com
[1] cebm.net
[1] thebulwark.com
[1] nypost.com
[1] nytimes.com

Top Domains in Tweet in G4:
[12] nyti.ms
[5] msnbc.com
[5] trib.al
[5] nytimes.com
[2] wapo.st
[2] nursingtimes.net
[2] thedenverchannel.com
[1] twitter.com
[1] nbclosangeles.com
[1] tableau.com

Top Domains in Tweet in G5:
[9] azcentral.com
[5] usatoday.com
[2] vox.com
[1] latimes.com
[1] wapo.st
[1] wbtv.com
[1] newsweek.com

Top Domains in Tweet in G6:
[21] latimes.com
[9] theguardian.com
[4] businessinsider.com
[4] trib.al
[3] cbc.ca
[2] msn.com
[1] washingtonpost.com
[1] azcentral.com
[1] huffpost.com
[1] bloomberg.com

Top Domains in Tweet in G7:
[29] mazo4f.com
[12] gob.ve
[7] bit.ly
[7] rt.com
[5] telesurtv.net
[2] shareaholic.com
[2] com.ve
[1] youtube.com

Top Domains in Tweet in G8:
[6] gov.in
[2] nurturing-care.org
[2] asianetnews.com
[2] deccanherald.com
[1] bit.ly

Top Domains in Tweet in G9:
[10] usatoday.com
[4] nbcnews.to
[4] trib.al
[4] abcn.ws
[1] mediamanipulation.org
[1] msnbc.com
[1] yhoo.it
[1] cnn.it
[1] forbes.com

Top Domains in Tweet in G10:
[6] eltiempo.com
[6] bit.ly
[5] milenio.com
[3] lopezdoriga.com
[3] reforma.com
[3] rt.com
[2] com.mx
[2] twitter.com
[1] nvinoticias.com
[1] contraparte.mx

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[471] covid19
[282] swineflu
[237] covid_19
[143] covid
[106] coronavirus
[50] الغذاء_والدواء
[33] 11dic
[33] humanrightsday
[27] hydroxychloroquine
[24] enhypen



Top Hashtags in Tweet in G1:
[84] covid19
[36] coronavirus
[34] covid_19
[31] covid
[11] corona
[10] vaccine
[6] humanrightsday
[5] covid19vaccine
[5] news
[4] covidー19

Top Hashtags in Tweet in G2:
[281] swineflu
[2] cdnmedia

Top Hashtags in Tweet in G3:
[3] trumpvirus
[3] covid19
[2] biden46
[2] wr2021
[2] uniqtweets
[1] diaperdon
[1] treaaon
[1] silenceiscomplicity
[1] gopcovidvictims
[1] trumpcovidvictims

Top Hashtags in Tweet in G4:
[4] covid19
[2] nurse
[2] covid19vaccine
[2] usdeaths
[2] trumppenceknew
[2] trumppenceliedamericansdied
[2] fakenews
[2] gopcomplicit
[2] foxnewscomplicit
[1] trumprussia

Top Hashtags in Tweet in G5:
[2] covid19
[2] propaganda
[1] coronavirus
[1] arizona
[1] medtwitter
[1] organdamage

Top Hashtags in Tweet in G6:
[9] sarscov2
[7] covid19
[3] ungoverned
[3] onpoli
[1] covid19ontario
[1] ldnont
[1] onted

Top Hashtags in Tweet in G7:
[18] notimippci
[17] anespueblo
[15] anespoderpopular
[15] 10dic
[15] covid_19
[12] 11dic
[9] chavismolealtadatodaprueba
[8] triunfólapaz
[7] fanb
[7] rompelacadena

Top Hashtags in Tweet in G8:
[9] scraponlineproctoredexam
[8] unite2fightcorona
[6] icmrfightscovid19
[6] indiafightscorona
[4] indiafightscovid19
[4] covid19
[3] coronaupdatesinindia
[2] united2fightcorona
[2] ecd
[2] release_fellowship_nitsri

Top Hashtags in Tweet in G9:
[3] covid
[3] covid19

Top Hashtags in Tweet in G10:
[13] covid_19
[4] eltiempolecuenta
[4] azucenaxmilenio
[4] video
[4] cdmx
[2] ojo
[2] regístrategratis
[2] seabrehilo
[2] posadas
[1] méxico

Top Words
Top Words in Tweet in Entire Graph:
[7310] covid
[7095] 19
[989] vaccine
[545] people
[499] pfizer
[482] coronavirus
[480] more
[471] #covid19
[399] contra
[389] pandemic

Top Words in Tweet in G1:
[1255] covid
[1230] 19
[188] vaccine
[84] #covid19
[79] cases
[70] people
[70] more
[67] pfizer
[62] contra
[59] 2020

Top Words in Tweet in G2:
[308] covid
[302] 19
[292] realcandaceo
[283] coronavirus
[281] stop
[281] comparing
[281] #swineflu
[281] numbers
[281] changed
[281] requirements

Top Words in Tweet in G3:
[111] covid
[108] 19
[54] realdonaldtrump
[48] 000
[32] people
[31] cases
[29] more
[25] joebiden
[24] died
[21] deaths

Top Words in Tweet in G4:
[104] covid
[104] 19
[48] trump
[43] msnbc
[43] mcconnell
[42] repkatieporter
[41] workers
[38] nytimes
[38] mitch
[37] rudy

Top Words in Tweet in G5:
[66] drericding
[61] cleavon_md
[52] airborne
[52] transmission
[52] look
[52] south
[52] korean
[52] high
[52] school
[52] student

Top Words in Tweet in G6:
[91] covid
[75] 19
[54] latimes
[51] south
[51] study
[41] korean
[31] people
[25] feet
[23] high
[23] distance

Top Words in Tweet in G7:
[144] 19
[140] covid
[59] contra
[54] vacuna
[41] personas
[35] pfizer
[30] mueren
[30] biontech
[29] mippcivzla
[26] eeuu

Top Words in Tweet in G8:
[62] vaccines
[58] covid
[53] 19
[36] क
[35] india
[33] nsitharaman
[32] minister
[31] currently
[31] attract
[31] gst

Top Words in Tweet in G9:
[66] covid
[64] 19
[32] hard
[31] more
[31] finding
[31] hold
[31] rage
[31] anguish
[31] together
[31] watching

Top Words in Tweet in G10:
[60] covid
[45] 19
[27] contagios
[21] alerta
[19] claudiashein
[17] contra
[17] méxico
[15] colaboración
[15] responsabilidad
[15] tod

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[6911] covid,19
[668] 19,vaccine
[335] contra,covid
[285] numbers,covid
[283] 19,changed
[281] stop,comparing
[281] comparing,#swineflu
[281] #swineflu,numbers
[281] changed,requirements
[281] requirements,coronavirus

Top Word Pairs in Tweet in G1:
[1194] covid,19
[131] 19,vaccine
[53] contra,covid
[33] 19,cases
[31] 19,pandemic
[28] during,covid
[26] 19,vaccines
[23] pfizer,covid
[21] positive,covid
[19] #covid,19

Top Word Pairs in Tweet in G2:
[302] covid,19
[281] stop,comparing
[281] comparing,#swineflu
[281] #swineflu,numbers
[281] numbers,covid
[281] 19,changed
[281] changed,requirements
[281] requirements,coronavirus
[281] coronavirus,allows
[281] allows,mortem

Top Word Pairs in Tweet in G3:
[108] covid,19
[14] died,covid
[13] over,15
[13] 15,000
[11] people,died
[11] 000,deaths
[11] 000,cases
[11] more,000
[10] americans,died
[10] country,world

Top Word Pairs in Tweet in G4:
[103] covid,19
[38] mitch,mcconnell
[36] rudy,giuliani
[34] prioritize,workers
[34] workers,large
[34] large,corporations
[34] corporations,mitch
[34] mcconnell,fighting
[34] fighting,tooth
[34] tooth,nail

Top Word Pairs in Tweet in G5:
[52] airborne,transmission
[52] transmission,look
[52] look,south
[52] south,korean
[52] korean,high
[52] high,school
[52] school,student
[52] student,became
[52] became,infected
[52] infected,minutes

Top Word Pairs in Tweet in G6:
[72] covid,19
[41] south,korean
[30] korean,study
[28] latimes,south
[21] six,feet
[20] study,raises
[20] raises,concerns
[20] concerns,six
[20] feet,social
[20] social,distance

Top Word Pairs in Tweet in G7:
[140] covid,19
[57] contra,covid
[35] vacuna,pfizer
[30] mueren,personas
[30] pfizer,biontech
[30] biontech,contra
[21] 19,lea
[19] eeuu,mueren
[19] personas,tras
[19] tras,recibir

Top Word Pairs in Tweet in G8:
[53] covid,19
[31] vaccines,india
[31] india,currently
[31] currently,attract
[31] attract,gst
[31] gst,rate
[31] rate,finance
[31] finance,minister
[31] minister,nsitharaman
[31] nsitharaman,quick

Top Word Pairs in Tweet in G9:
[63] covid,19
[31] finding,hard
[31] hard,hold
[31] hold,rage
[31] rage,anguish
[31] anguish,together
[31] together,watching
[31] watching,lack
[31] lack,action
[31] action,federal

Top Word Pairs in Tweet in G10:
[45] covid,19
[15] colaboración,responsabilidad
[15] responsabilidad,tod
[15] tod,podemos
[15] podemos,parar
[15] parar,cadena
[15] cadena,contagios
[15] contagios,urgente
[15] urgente,alerta
[15] alerta,covid

Top Replied-To
Top Replied-To in Entire Graph:
@realdonaldtrump
@realcandaceo
@danielpmerj
@goliveros
@zerohedge
@sdpipakistan
@snosisan38
@estadao
@drzwelimkhize
@governortomwolf

Top Replied-To in G1:
@chorduk

Top Replied-To in G2:
@realcandaceo
@matthewdmarsden

Top Replied-To in G3:
@realdonaldtrump
@whitehouse
@jlauritsen1820
@robreiner
@tedlieu
@formullad
@gregzeigler63
@funder
@johncornyn
@repkenbuck

Top Replied-To in G4:
@nytimes
@washingtonpost
@jonlemire
@claudiahines7
@beschlossdc
@msnbc

Top Replied-To in G5:
@psychobunny2020

Top Replied-To in G6:
@jameshohmann

Top Replied-To in G7:
@czgnb_51

Top Replied-To in G8:
@narendramodi
@capitalfloat
@mohfw_india

Top Replied-To in G9:
@punisher2510
@dhfabian1
@ask_spectrum
@kylegriffin1

Top Replied-To in G10:
@ekktor
@yo_el_sherpa
@ale23521740

Top Mentioned
Top Mentioned in Entire Graph:
@realcandaceo
@drericding
@cleavon_md
@latimes
@msnbc
@repkatieporter
@nytimes
@o_rips
@saudi_fda
@nsitharaman

Top Mentioned in G1:
@meteo1970
@jose60742261
@phcfiada
@podergoias
@vivalasnoticias
@vencedormrt
@bolivia_bol

Top Mentioned in G2:
@realcandaceo
@chrisloesch
@dockaurg
@aoc
@ilhanmn
@caseboltrandy

Top Mentioned in G3:
@realdonaldtrump
@joebiden
@kamalaharris
@kirkacevedo
@gop
@richardhaass
@thomaskaine5
@huffpostpol
@eugene_robinson
@aoc

Top Mentioned in G4:
@msnbc
@repkatieporter
@nytimes
@joyannreid
@covid19tracking
@washingtonpost
@jonlemire
@att
@mehdirhasan
@cdcaron

Top Mentioned in G5:
@drericding
@cleavon_md
@yumaregional
@drdenagrayson
@malcolmkenyatta
@jilevin
@jamielandersx
@azcentral
@katiephang
@myfriendliz

Top Mentioned in G6:
@latimes
@vicjkim
@erictopol
@deoliver47
@rudygiulianli
@linseymarr
@joncoopertweets
@cbcqueenspark
@facesofcovid
@j_g_allen

Top Mentioned in G7:
@mippcivzla
@conelmazodando
@nicolasmaduro
@vtvcanal8
@laradiodelsur
@luiscarrillo66
@iaim_ve
@gb_belzaresr
@somos_ejercito
@drodriven2

Top Mentioned in G8:
@nsitharaman
@saketgokhale
@mohfw_india
@pmoindia
@jmiu_official
@depthealthres
@icmrdelhi
@mygovindia
@pib_india
@mib_india

Top Mentioned in G9:
@allinwithchris
@nbcnews
@kylegriffin1
@usatoday
@alivelshi
@abc
@mattgertz
@bostonjoan
@ryancormier
@chrislhayes

Top Mentioned in G10:
@claudiashein
@azucenau
@hlgatell
@lopezdoriga
@eltiempo
@lopezobrador_
@reforma
@aquinojuavier
@nvinoticiasoax
@gobiernomx

Top Tweeters
Top Tweeters in Entire Graph:
@caraotadigital
@jornalistavitor
@el_cooperante
@extravzla
@ptjasamarga
@kompascom
@detikcom
@republikaonline
@supertrinos
@afropages

Top Tweeters in G1:
@caraotadigital
@jornalistavitor
@extravzla
@ptjasamarga
@supertrinos
@afropages
@venezuelaaldia
@politicalhedge
@st01_madox
@noticiaaldia

Top Tweeters in G2:
@unbornness
@k1erry
@zhuxudong5
@execgq
@reeltexas
@chrisloesch
@dorunda
@michaeljeaton
@roswell2001
@palinspired

Top Tweeters in G3:
@huffpostpol
@aplebeianlife
@funder
@zunderwhelmed
@sophie281032116
@eathbound420
@vankapro
@thisisalogin
@thomaskaine5
@gcraig010305

Top Tweeters in G4:
@manmet80
@politicalbee
@morvjn
@mikereesem
@nytimes
@washingtonpost
@jax6655
@jasminlucci
@pdoubt
@orchidlady303

Top Tweeters in G5:
@betterw05759703
@jilevin
@jjj5819
@carolk47
@cindyceemerson
@adamisalamb
@shell_loyd
@ladykitchenless
@turns1701e
@crazybob48

Top Tweeters in G6:
@1loriking
@cotey_mary
@_griot_
@njdoc
@deepvard
@johnlundin
@upchuck66
@dazyjane410
@textifyer59
@latimes

Top Tweeters in G7:
@conelmazodando
@telesurtv
@vtvcanal8
@laradiodelsur
@partidopsuv
@rnvinformativa
@crisalidaliquid
@mippcivzla
@laconviasa
@luiscarrillo66

Top Tweeters in G8:
@ndtv
@thequint
@scroll_in
@rahulsharmacong
@grumpeoldman
@pib_india
@greatairi
@monish_p
@ddnewslive
@ndtvindia

Top Tweeters in G9:
@ask_spectrum
@debsomewhere
@vmbritsch
@usatoday
@abc
@michelle9647
@jebocanegra1
@lindalawrey
@nbcnews
@heatherclark55

Top Tweeters in G10:
@noticiascaracol
@actualidadrt
@eltiempo
@reforma
@benignopf
@lopezdoriga
@reforma2006
@yoygscorpionsky
@proceso
@twitte_r1000


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