COVID-19, Twitter, 6/18/2020 7:27:33 PM, 229524


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COVID-19_2020-06-18_01-38-07.xlsx
COVID-19_2020-06-18_01-38-07.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
June 18, 2020
Short Description:
COVID-19 via NodeXL https://bit.ly/3fzgZ7B
@who
@maibached
@cdcgov
@washingtonpost
@idsainfo
@hsnewslive
@realdonaldtrump
@thedailybeast
@vp
@forwardarc

Top hashtags:
#covid_19
#covid19
#coronavirus
#covid
#covid__19
#monsta_x
#2dafasedeflexibilización
#0.5
#AM

Description:
Description
The graph represents a network of 8,114 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 Thursday, 18 June 2020 at 08:40 UTC.

The requested start date was Thursday, 18 June 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 23-hour, 59-minute period from Tuesday, 16 June 2020 at 12:18 UTC to Wednesday, 17 June 2020 at 12:17 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 : 8114
Unique Edges : 4536
Edges With Duplicates : 7912
Total Edges : 12448
Number of Edge Types : 5
Tweet : 2329
Retweet : 3717
MentionsInRetweet : 4331
Mentions : 1814
Replies to : 257
Self-Loops : 2355
Reciprocated Vertex Pair Ratio : 0.00610932475884244
Reciprocated Edge Ratio : 0.0121444550974752
Connected Components : 2584
Single-Vertex Connected Components : 750
Maximum Vertices in a Connected Component : 426
Maximum Edges in a Connected Component : 751
Maximum Geodesic Distance (Diameter) : 25
Average Geodesic Distance : 6.774428
Graph Density : 9.50646556628442E-05
Modularity : 0.581753
NodeXL Version : 1.0.1.433
Data Import : The graph represents a network of 8,114 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 Thursday, 18 June 2020 at 08:40 UTC.

The requested start date was Thursday, 18 June 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 23-hour, 59-minute period from Tuesday, 16 June 2020 at 12:18 UTC to Wednesday, 17 June 2020 at 12:17 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:
[33] https://www.pscp.tv/w/cbdFlTMyMjExNTJ8MW5BSkVBdnFXTUFKTIN1-vormE4t-3WMUlLUQ6W7opWjF46ggupGXpARN0As
[16] https://news.sky.com/story/coronavirus-major-breakthrough-as-uk-scientists-find-cheap-steroid-cuts-covid-19-deaths-12007880
[10] https://www.eldiario.es/sociedad/Comunidad-Madrid-residencias-COVID-19-Catalunya_0_1038696511.html
[9] https://www.pscp.tv/w/cbiPsTFZTEVKTlh4RG5ORU58MURYeHlBd0VNRGJ4TaY_cHiiuJ1NvP4esOdKZXECAxMAsJN2RC0O037_JVfy
[9] https://muccofficial.zaiko.io:443/
[9] http://shared.upday.com/index.html?streamType=breaking&edition=en&teaserId=4f4cd47c-e6af-4578-821f-daba7f6c37d5&articleUrl=https://www.bbc.co.uk/news/health-53061281
[8] https://trib.al/XzFQ7dz
[8] https://truepundit.com/we-dont-need-no-stinking-vaccine-for-covid-19/
[6] https://www1.folha.uol.com.br/mundo/2020/06/venezuela-acusa-bolsonaro-de-negligencia-criminosa-na-covid-19.shtml?utm_source=twitter&utm_medium=social&utm_campaign=twfolha
[6] https://www.cnn.com/travel/article/alcohol-ban-airlines-covid-19/index.html

Top URLs in Tweet in G1:
[4] https://www.bbc.com/news/health-53061281
[4] https://www.bbc.co.uk/news/health-53061281
[4] https://twitter.com/i/events/1272763276133142528
[4] https://petition.parliament.uk/petitions/320711
[3] https://sokodirectory.com/2020/06/we-wont-pay-for-covid-19-treatment-in-private-hospitals-insurers/
[3] https://ngdailynews.ng/world-news/two-uk-travellers-take-covid-19-back-into-new-zealand-after-three-weeks-of-no-infections/
[2] https://twitter.com/i/events/1272850174973362182
[2] https://www.recoverytrial.net/results
[2] https://news.ontario.ca/opo/en/2020/06/more-people-can-get-back-to-work-as-additional-businesses-and-services-to-reopen-this-week.html
[2] https://www.canada.ca/en/department-finance/news/2020/06/more-small-businesses-can-soon-access-the-canada-emergency-business-account.html

Top URLs in Tweet in G2:
[1] https://thenationonlineng.net/breaking-six-conditions-for-reopening-of-schools-varsities-by-fg/
[1] https://cnn.it/3dbAvFE
[1] https://trib.al/sLaZv54
[1] https://trib.al/YRMZHDX
[1] https://twitter.com/LoroHomero/status/1272717534752641024
[1] https://twitter.com/cnni/status/1272865285389852672

Top URLs in Tweet in G3:
[1] https://www.orlandosentinel.com/news/education/os-ne-coronavirus-ucf-area-seminole-orange-20200617-pwcqdh5sdbgxdc4fuge32gge34-story.html

Top URLs in Tweet in G4:
[33] https://www.pscp.tv/w/cbdFlTMyMjExNTJ8MW5BSkVBdnFXTUFKTIN1-vormE4t-3WMUlLUQ6W7opWjF46ggupGXpARN0As
[9] https://www.pscp.tv/w/cbiPsTFZTEVKTlh4RG5ORU58MURYeHlBd0VNRGJ4TaY_cHiiuJ1NvP4esOdKZXECAxMAsJN2RC0O037_JVfy
[3] https://twitter.com/login?redirect_after_login=%2Fmessages%2Fcompose%3Frecipient_id%3D224924551
[2] https://www.pscp.tv/w/cbiREzFKUkttcm9HRGxNalB8MURYeHlBd0VNRGJ4TSTSV9FrbBdN4b99AzmU4ua5DhCsUpbNo0gZmwMnmOc0
[1] https://www.youtube.com/watch?v=snoCGSL63N4

[1] https://theprint.in/health/early-data-from-alternative-medicine-trials-shows-promising-results-against-covid-ayush-secy/441563/
[1] https://www.bhaskar.com/national/news/delhi-coronavirus-cases-news-updates-supreme-court-on-arvind-kejriwal-government-over-covid-19-tests-and-patient-plight-127419096.html?ref=ht
[1] https://hindi.news18.com/news/rajasthan/jaipur-rajasthan-corona-warrier-family-rs-50-lakh-covid-19-update-jaipur-doctor-death-cgnt-3152323.html
[1] https://www.newindianexpress.com/nation/2020/jun/16/niper-scientist-develops-immunity-booster-herbal-tea-to-combat-covid-19-2157339.html
[1] https://twitter.com/narendramodi/status/1272839291740147712

Top URLs in Tweet in G5:
[1] https://www.wsj.com/articles/there-isnt-a-coronavirus-second-wave-11592327890
[1] https://www.fox4news.com/news/abbott-says-plenty-of-hospital-beds-available-for-covid-19-patients-as-texas-mayors-ask-for-mask-requirements
[1] https://www.cnn.com/2020/06/17/health/us-coronavirus-wednesday/index.html
[1] https://www.wbur.org/news/2020/06/12/mask-deals-investigation
[1] https://www.newsbreak.com/news/0PMURMPX/in-seven-days-seven-dallas-restaurants-report-positive-cases-of-covid-19-among-staff?s=oldSite&ss=i2
[1] https://twitter.com/scottadamssays/status/1272568674847584256
[1] https://www.youtube.com/watch?v=kIngGuof9E0

[1] https://nysba.org/state-bar-associations-health-law-section-report-calls-for-mandatory-covid-19-vaccination-standards-for-allocating-ventilators-and-personal-protective-equipment/
[1] https://twitter.com/fred_guttenberg/status/1272632950983704576
[1] https://twitter.com/thehill/status/1272555986033803264

Top URLs in Tweet in G6:
[4] https://www.youtube.com/watch?v=c2F9Yx-VbIA&feature=youtu.be

[3] https://www.vtv.gob.ve/peru-eleva-237-156-positivos-7-056-muertes-covid19/
[3] https://mazo4f.com/cidh-expresa-su-preocupacion-por-fallecidos-de-covid-19-en-vias-publicas-de-bolivia
[2] https://www.vtv.gob.ve/eleva-pacientes-fallecidos-covid19-reino-unido/
[2] http://www.minci.gob.ve/provincia-china-de-hubei-reabre-museos-y-biblioteca-ante-progreso-en-contencion-de-covid-19/
[2] https://mazo4f.com/conozca-el-pronostico-de-fallecidos-por-covid-19-en-eeuu-para-el-mes-de-octubre
[2] https://mazo4f.com/cifra-de-contagios-asciende-a-888271-en-brasil-covid-19
[2] https://mazo4f.com/gnb-vigila-cumplimiento-de-medidas-de-bioseguridad-en-la-capital-del-pais-covid-19
[1] https://twitter.com/zlj517/status/1272901185301815310
[1] https://www.vtv.gob.ve/arreaza-grupo-lima-agreden-venezuela-desviar-covid-19/

Top URLs in Tweet in G7:
[2] https://www.cddwestafrica.org/did-who-say-covid-19-is-not-transmissible-by-an-asymptomatic-patient/
[1] https://twitter.com/postopinion_es/status/1273118941569781761
[1] https://www.theguardian.com/commentisfree/2020/jun/17/coronavirus-warning-broken-relationship-nature
[1] https://globalsentinelng.com/2020/06/17/nigeria-records-deadliest-covid-19-africa-with-highest-spike-on-tuesday/
[1] https://www.nzz.ch/international/coronavirus-weltweit-die-neusten-entwicklungen-ld.1534367
[1] http://bit.ly/3cYuvQh
[1] https://trib.al/OE50S0V
[1] https://nyti.ms/2B8wVii
[1] https://www.who.int/news-room/detail/16-06-2020-who-welcomes-preliminary-results-about-dexamethasone-use-in-treating-critically-ill-covid-19-patients
[1] https://twitter.com/HouseForeignGOP/status/1272894519193763840

Top URLs in Tweet in G8:
[8] https://trib.al/XzFQ7dz
[4] https://www.ecuavisa.com/articulo/noticias/internacionales/613141-brasil-alcanza-record-diario-contagiados-covid-19
[2] https://es.rt.com/7nd8
[2] https://twitter.com/mariapaularomo/status/1272740617962115072
[2] http://www.teleamazonas.com/2020/06/como-prevenir-una-segunda-ola-de-contagios-de-covid-19/
[2] https://bit.ly/30MPEL5
[2] https://www.paginasiete.bo/n258514
[1] https://cnn.it/2YCAmpv
[1] https://cnn.it/30Pvn7s
[1] https://cnn.it/3hDwCgb

Top URLs in Tweet in G9:
[15] https://news.sky.com/story/coronavirus-major-breakthrough-as-uk-scientists-find-cheap-steroid-cuts-covid-19-deaths-12007880
[1] https://psnc.org.uk/our-news/secretary-of-state-thanks-community-pharmacy-teams-for-their-covid-19-efforts/
[1] https://www.gov.uk/government/news/government-funded-imperial-college-covid-19-vaccine-moves-into-first-human-trials
[1] https://bbc.in/2AyxEcG
[1] https://twitter.com/brexit_sham/status/1272862815800512517
[1] https://www.theguardian.com/world/2020/jun/13/bma-demands-answers-over-missing-bame-pages-of-covid-19-report?CMP=Share_iOSApp_Other

Top URLs in Tweet in G10:
[3] http://www.granma.cu/cuba-covid-19/2020-06-16/presidente-cubano-llama-a-la-responsabilidad-tambien-en-la-etapa-de-recuperacion-16-06-2020-22-06-45
[3] https://www.presidencia.gob.cu/es/noticias/nota-informativa-sobre-el-inicio-de-la-primera-etapa-y-fase-1-de-la-recuperacion-pos-covid-19/
[3] http://www.granma.cu/cuba-covid-19/2020-06-16/pasan-a-la-fase-1-de-recuperacion-pos-covid-19-todas-las-provincias-de-cuba-excepto-la-habana-y-matanzas-16-06-2020-20-06-24
[2] http://www.granma.cu/cuba-covid-19/2020-06-17/efectuada-reunion-del-buro-politico-17-06-2020-00-06-22
[2] http://www.cubadebate.cu/noticias/2020/06/15/brigada-medica-cubana-parta-hacia-islas-turcas-y-caicos-para-combatir-la-covid-19/?utm_source=dlvr.it&utm_medium=twitter
[1] https://www.presidencia.gob.cu/es/noticias/la-habana-y-matanzas-unicas-provincias-cubanas-con-casos-positivos-a-la-covid-19-en-los-ultimos-15-dias/
[1] http://www.granma.cu/cuba-covid-19/2020-06-16/a-mas-descredito-mas-solidaridad-16-06-2020-00-06-57
[1] http://www.granma.cu/cuba/2020-06-16/mesa-redonda-cuba-hacia-la-etapa-pos-covid-19-16-06-2020-23-06-25
[1] https://actualidad.rt.com/actualidad/356876-oms-celebrar-uso-farmaco-covid-dexametasona
[1] http://www.radiococo.icrt.cu/coronavirus-covid-19/presidente-cubano-llama-a-la-responsabilidad-tambien-en-la-etapa-de-recuperacion/

Top Domains
Top Domains in Tweet in Entire Graph:
[182] twitter.com
[90] bit.ly
[57] com.br
[48] pscp.tv
[43] co.uk
[34] youtube.com
[29] trib.al
[28] theguardian.com
[20] ow.ly
[20] eldiario.es

Top Domains in Tweet in G1:
[46] twitter.com
[20] com.br
[11] linkedin.com
[9] facebook.com
[9] youtube.com
[8] co.uk
[7] instagram.com
[7] msn.com
[6] com.mx
[5] theguardian.com

Top Domains in Tweet in G2:
[2] trib.al
[2] twitter.com
[1] thenationonlineng.net
[1] cnn.it

Top Domains in Tweet in G3:
[1] orlandosentinel.com

Top Domains in Tweet in G4:
[44] pscp.tv
[4] twitter.com
[1] youtube.com
[1] theprint.in
[1] bhaskar.com
[1] news18.com
[1] newindianexpress.com
[1] hs.news

Top Domains in Tweet in G5:
[5] twitter.com
[1] wsj.com
[1] fox4news.com
[1] cnn.com
[1] wbur.org
[1] newsbreak.com
[1] youtube.com
[1] nysba.org
[1] kwch.com
[1] nestorgomezstoryteller.com

Top Domains in Tweet in G6:
[11] gob.ve
[10] mazo4f.com
[5] youtube.com
[3] twitter.com
[1] bit.ly
[1] r7.com

Top Domains in Tweet in G7:
[5] twitter.com
[2] cddwestafrica.org
[2] bit.ly
[1] theguardian.com
[1] globalsentinelng.com
[1] nzz.ch
[1] trib.al
[1] nyti.ms
[1] who.int
[1] house.gov

Top Domains in Tweet in G8:
[8] trib.al
[5] cnn.it
[5] twitter.com
[4] bit.ly
[4] ecuavisa.com
[2] rt.com
[2] teleamazonas.com
[2] paginasiete.bo
[1] ow.ly
[1] noticiaszmg.com

Top Domains in Tweet in G9:
[15] sky.com
[1] org.uk
[1] gov.uk
[1] bbc.in
[1] twitter.com
[1] theguardian.com

Top Domains in Tweet in G10:
[12] granma.cu
[4] gob.cu
[2] cubadebate.cu
[1] rt.com
[1] icrt.cu
[1] acn.cu

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[569] covid_19
[299] covid19
[126] coronavirus
[74] covid
[29] covid__19
[23] monsta_x
[19] 2dafasedeflexibilización
[19] 0.5
[19] AM
[19] stateoftheeconomyke



Top Hashtags in Tweet in G1:
[70] covid_19
[49] covid19
[44] coronavirus
[19] covid
[5] covid__19
[3] sokonews
[3] dexamethasone
[3] covid2019
[3] shopoakham
[3] rutlandwelcomesyou

Top Hashtags in Tweet in G2:
[3] covid_19
[1] defyhatenow

Top Hashtags in Tweet in G4:
[8] pharmacist
[7] covid_19
[4] covid__19
[4] coronavirus
[3] covid19india
[2] anarkali
[2] mughaleazam
[2] covid
[2] covid_19_jagrukta_abhiyan
[2] कोविड_19_जागरूकता_अभियान

Top Hashtags in Tweet in G5:
[7] covid_19
[2] resignnowtrump
[2] zelenkoprotocol
[2] crowdprotocol
[2] gopcowards
[2] dividerinchief
[2] maga
[2] trumprally
[2] donaldtrump
[1] losers

Top Hashtags in Tweet in G6:
[16] 2dafasedeflexibilización
[15] capacidadcientíficasoberana
[13] 0.5
[13] AM
[12] covid_19
[10] 6/17/2020 12:00:00 AM
[9] 6/17/2020 12:00:00 AM
[6] enfotos
[6] conbolívarychávezvenceremos
[5] notimippci

Top Hashtags in Tweet in G7:
[3] covid19
[3] covid_19
[3] ccp
[2] factcheck
[2] uhc
[2] healthsecurity
[2] dexamethasone
[2] china

Top Hashtags in Tweet in G8:
[24] covid_19
[10] quédateencasa
[4] aecuadorlosacamostodos
[4] brasil
[4] covid19
[4] atencion
[4] urgente
[4] ecuador
[3] estadodeexcepción
[3] responsabilidadcompartida

Top Hashtags in Tweet in G9:
[4] coronavirus
[2] covid19
[1] blacklivesmatter

Top Hashtags in Tweet in G10:
[10] cuba
[8] cubasalvavidas
[5] somoscuba
[4] somoscontinuidad
[4] covid19
[4] lahabana
[3] postcovid19
[2] oms
[2] matanzas
[2] cubaporlavida

Top Words
Top Words in Tweet in Entire Graph:
[] Top Word Pairs in Tweet in Entire Graph
[] Entire Graph Count
[] Top Word Pairs in Tweet in G1

Top Words in Tweet in G1:
[605] 19
[595] covid
[70] #covid_19
[49] #covid19
[44] #coronavirus
[42] more
[41] cases
[40] people
[37] coronavirus
[33] pandemic

Top Words in Tweet in G2:
[176] more
[156] covid
[156] 19
[149] vaccine
[147] ll
[147] damned
[147] developed
[147] people
[147] die
[147] afford

Top Words in Tweet in G3:
[126] people
[123] jhendersonjames
[123] 30
[122] 22
[122] year
[122] old
[122] grandson
[122] went
[122] party
[122] last

Top Words in Tweet in G4:
[74] covid
[74] 19
[47] narendramodi
[44] chief
[44] ministers
[44] क
[33] interacting
[27] र
[22] स
[20] न

Top Words in Tweet in G5:
[65] covid
[62] 19
[48] realdonaldtrump
[18] people
[14] rally
[13] cases
[13] president
[13] americans
[12] more
[11] vp

Top Words in Tweet in G6:
[76] 19
[71] covid
[25] venezuela
[21] nicolasmaduro
[19] #17jun
[18] casos
[18] prevención
[16] #2dafasedeflexibilización
[15] #capacidadcientíficasoberana
[14] presidente

Top Words in Tweet in G7:
[44] covid
[44] 19
[14] mike
[14] pence
[10] lied
[9] cases
[9] president
[8] trump
[8] week
[8] world

Top Words in Tweet in G8:
[46] covid
[46] 19
[24] #covid_19
[22] cnnee
[19] pacientes
[15] millones
[15] pandemia
[14] tratamiento
[13] casos
[12] oms

Top Words in Tweet in G9:
[67] covid
[67] 19
[58] steroid
[51] cheap
[48] cuts
[44] patients
[41] death
[39] drug
[38] trial
[34] rates

Top Words in Tweet in G10:
[24] etapa
[23] 19
[23] recuperación
[21] covid
[16] pos
[14] primera
[13] diazcanelb
[11] granma_digital
[10] #cuba
[10] fase

Top Word Pairs
Top Word Pairs in Tweet in G2:
[584] covid,19
[21] ll,damned
[20] damned,covid
[14] 19,vaccine
[14] vaccine,developed
[13] developed,more
[9] more,people
[8] people,die
[7] die,afford
[7] afford,purchase

Top Word Pairs in Tweet in G3:
[156] 22,year
[147] year,old
[147] old,grandson
[147] grandson,went
[147] went,party
[147] party,30
[147] 30,people
[147] people,last
[147] last,week
[147] week,mask

Top Word Pairs in Tweet in G4:
[122] covid,19
[122] chief,ministers
[122] ministers,covid
[122] interacting,chief
[122] narendramodi,interacting
[122] pm,narendramodi's
[122] narendramodi's,remarks
[122] remarks,meeting
[122] meeting,chief
[122] 19,issue

Top Word Pairs in Tweet in G5:
[74] covid,19
[44] 19,cases
[44] second,wave
[33] americans,died
[32] wave,covid
[13] president,realdonaldtrump
[11] died,covid
[11] states,covid
[11] the_resistor,realdonaldtrump
[11] recently,media

Top Word Pairs in Tweet in G6:
[62] covid,19
[8] 47,casos
[6] fallecidos,covid
[6] não,posso
[5] posso,assistir
[5] assistir,calado
[5] calado,diz
[5] diz,presidente
[5] presidente,assiste
[4] assiste,45

Top Word Pairs in Tweet in G7:
[71] covid,19
[10] mike,pence
[9] vice,president
[9] president,mike
[9] pence,blatantly
[9] blatantly,lied
[9] last,week
[9] times,higher
[9] pence,lies
[9] lies,oklahoma

Top Word Pairs in Tweet in G8:
[44] covid,19
[14] oms,celebra
[8] celebra,hallazgo
[8] hallazgo,viejo
[8] viejo,fármaco
[8] fármaco,cuesta
[6] cuesta,dólares
[6] dólares,tratamiento
[6] tratamiento,exitoso
[6] exitoso,pacientes

Top Word Pairs in Tweet in G9:
[44] covid,19
[12] cheap,steroid
[12] steroid,cuts
[12] 19,patients
[12] death,rates
[12] cuts,death
[12] rates,significantly
[12] significantly,seriously
[12] seriously,ill
[12] ill,covid

Top Word Pairs in Tweet in G10:
[67] covid,19
[48] etapa,recuperación
[48] recuperación,pos
[40] primera,etapa
[34] pos,covid
[33] habana,matanzas
[33] nota,informativa
[33] matanzas,únicas
[33] únicas,provincias
[33] provincias,cubanas

Top Replied-To
Top Replied-To in Entire Graph:
@realdonaldtrump
@lenin
@aubrey_huff
@aoc
@mathildepanot
@perlmutations
@thedailybeast
@kylegriffin1
@nygovcuomo
@drrpnishank

Top Replied-To in G2:
@72michiganpapa
@govniger
@cnni
@cnnbrk

Top Replied-To in G3:
@jhendersonjames

Top Replied-To in G4:
@drrpnishank
@arvindkejriwal
@amitshah
@officeofut
@narendramodi
@madchawla
@sdutta2911
@shivakalyan1
@lgindia

Top Replied-To in G5:
@realdonaldtrump
@perlmutations
@kayleighmcenany
@senwarren
@stopgopplunder
@hillaryclinton
@gop
@robnola1959
@the_resistor
@gopchairwoman

Top Replied-To in G6:
@bolsonarosp
@dcabellor
@cancilleriave
@consvebarcelona

Top Replied-To in G7:
@thedailybeast
@tessfortrump
@thedemocrats
@who

Top Replied-To in G8:
@lenin
@cnnee

Top Replied-To in G9:
@skynews
@skynewsbreak

Top Mentioned
Top Mentioned in Entire Graph:
@sensanders
@jhendersonjames
@narendramodi
@forensictoxguy
@benjibacker
@ayoarati
@vicosotto
@realdonaldtrump
@nhsmillion
@bbcbreaking

Top Mentioned in G1:
@emsi_uk
@tempodotco
@cdi_mamporal
@elepicentro
@terasid
@adfamuk
@slideme
@elmetroenlaweb
@ric9871ric

Top Mentioned in G2:
@sensanders
@cnnbrk
@bashirahmaad
@cnni
@friendeden100
@sanders_usa
@usaid
@alexismoncayo

Top Mentioned in G3:
@jhendersonjames
@jayinslee
@msf_usa
@ucf
@jmfdsj
@tomaskenn
@carlosgsmith
@jimmythegeek64

Top Mentioned in G4:
@narendramodi
@pmoindia
@amitshah
@bjp4india
@mohfw_india
@arvindkejriwal
@mygovindia
@raghusharmainc
@hmoindia
@pib_india

Top Mentioned in G5:
@realdonaldtrump
@vp
@mike_pence
@the_resistor
@potus
@mmpadellan
@govabbott
@senatemajldr
@whitehouse
@zev_dr

Top Mentioned in G6:
@nicolasmaduro
@vtvcanal8
@fmourabrasil
@mippcivzla
@conelmazodando
@maetuitera1
@libertad020
@cmdte2daciaped1
@cancilleriave
@jairbolsonaro

Top Mentioned in G7:
@who
@nytimes
@washingtonpost
@cdcgov
@trump_is_vile
@ncdcgov
@aslavitt
@thedailybeast
@china_taskforce
@cdcmmwr

Top Mentioned in G8:
@cnnee
@actualidadrt
@lenin
@el_telegrafo
@ecuavisainforma
@ecuadortv
@cifalmalaga
@unitar
@pilarrangel69
@ecuainm_oficial

Top Mentioned in G9:
@bbcbreaking
@skynews
@skynewsbreak
@matthancock
@psncnews
@imperialcollege
@livesquawk
@markhorsleyuk
@vickybelll
@doctor_oxford

Top Mentioned in G10:
@diazcanelb
@granma_digital
@presidenciacuba
@oscarcubaminjus
@mesaredondacuba
@yamilapenao
@rubenremigiocu
@aab_cuba
@guajiritasoy
@acn_cuba

Top Tweeters
Top Tweeters in Entire Graph:
@elnacionalweb
@amazonhelp
@geonews_urdu
@lasillarota
@detikcom
@robinsnewswire
@kompascom
@republikaonline
@conelmazodando
@globovision

Top Tweeters in G1:
@robinsnewswire
@republikaonline
@jokottenweb
@venezuelaaldia
@globalissuesweb
@tempodotco
@ricky_alvarado_
@noticiaaldia
@torreon
@ng_dailynews

Top Tweeters in G2:
@anthropic
@pppatticake
@jooniesthotti
@boogwinchester
@shitian321136
@notintheface1
@incognito_me
@cnni
@jaydubcity16
@casullivan61

Top Tweeters in G3:
@chelsisright
@temmyafc
@jojogogo
@buttlersue
@2nevania1
@bethshepard
@tayydolla
@mikegraham57
@viacheri
@suhithae

Top Tweeters in G4:
@indianexpress
@newindianxpress
@timesofindia
@jeetensingh
@1stindianews
@abpnews
@pib_india
@bjp4india
@ddnewslive
@ybisl

Top Tweeters in G5:
@gaetasusan
@mboksr_maga
@cmarpa
@cc125
@coralreef84
@reneejoy41
@pademsunite
@efedos8
@palmerreport
@mmpadellan

Top Tweeters in G6:
@conelmazodando
@vtvcanal8
@joseant72838920
@cancilleriave
@laconviasa
@mercedeslouzaod
@iaim_ve
@artecanal4
@mippcivzla
@joses01104226

Top Tweeters in G7:
@wwf
@njdoc
@nytimes
@segalink
@washingtonpost
@thedailybeast
@donnersun
@je_mc2
@doramary
@sejorg

Top Tweeters in G8:
@actualidadrt
@rodrigopb13
@el_telegrafo
@nuncamasn
@teleamazonasec
@cnnee
@pagina_siete
@eltiempocuenca
@andreinaroldan
@ecuainm_oficial

Top Tweeters in G9:
@skynews
@pennytindall
@livesquawk
@marvolochaw
@mikhuel100
@erdmuted
@ahmadnabeel12
@jozz_f
@speedqueenie
@kofii_ii

Top Tweeters in G10:
@guajiritasoy
@radiococonline
@miradasdecuba
@olidiamv
@madalenacarpa
@granma_digital
@chamberohoy
@norys75carrasco
@carlotresero
@acn_cuba