COVID-19, Twitter, 5/3/2020 5:35:32 PM, 226044


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COVID-19_2020-05-03_00-00-01.xlsx
COVID-19_2020-05-03_00-00-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
May 03, 2020
Short Description:
COVID-19 via NodeXL https://bit.ly/3fgQEfe
@realdonaldtrump
@tarunaikrar
@who
@diazcanelb
@granma_digital
@mrsomtookonkwo
@mnicarebullcome
@gomez_grandes
@ethondike
@ete_auvaa

Top hashtags:
#covid_19
#covid__19
#covid19
#coronavirus
#covid
#cuba
#lockdown
#mayday2020

Description:
Description
The graph represents a network of 8,919 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 Sunday, 03 May 2020 at 07:02 UTC.

The requested start date was Sunday, 03 May 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 2-day, 0-hour, 0-minute period from Thursday, 30 April 2020 at 12:27 UTC to Saturday, 02 May 2020 at 12:28 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 : 8919
Unique Edges : 5355
Edges With Duplicates : 8206
Total Edges : 13561
Number of Edge Types : 5
Tweet : 2749
Retweet : 3775
MentionsInRetweet : 4625
Replies to : 345
Mentions : 2067
Self-Loops : 2777
Reciprocated Vertex Pair Ratio : 0.00557921010130671
Reciprocated Edge Ratio : 0.0110965104394802
Connected Components : 3007
Single-Vertex Connected Components : 715
Maximum Vertices in a Connected Component : 310
Maximum Edges in a Connected Component : 566
Maximum Geodesic Distance (Diameter) : 18
Average Geodesic Distance : 5.438478
Graph Density : 8.61080063699557E-05
Modularity : 0.590114
NodeXL Version : 1.0.1.432
Data Import : The graph represents a network of 8,919 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 Sunday, 03 May 2020 at 07:02 UTC.

The requested start date was Sunday, 03 May 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 2-day, 0-hour, 0-minute period from Thursday, 30 April 2020 at 12:27 UTC to Saturday, 02 May 2020 at 12:28 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:
[19] https://www.soumu.go.jp/menu_seisaku/gyoumukanri_sonota/covid-19/kyufukin.html
[15] https://www.bloomberg.com/tosv2.html?vid=&uuid=42f3acd0-8ba2-11ea-9810-ad0f1dc48af4&url=L25ld3MvYXJ0aWNsZXMvMjAyMC0wNS0wMS9jb3ZpZC0xOS1wYW5kZW1pYy1saWtlbHktdG8tbGFzdC10d28teWVhcnMtcmVwb3J0LXNheXM=
[14] https://www.presidencia.gob.cu/es/noticias/no-es-hora-de-bajar-la-guardia-ante-la-covid-19/
[9] https://www.elmundo.es/espana/2020/04/29/5ea9e212fdddff2f948b463b.html
[8] https://www.thevocket.com/padah-berhenti-lockdown-terlalu-awal-jepun-diserang-gelombang-kedua-covid-19/
[7] https://trib.al/OKNr2sX
[6] https://www.latimes.com/california/story/2020-05-01/coronavirus-silverado-nurse-death
[6] https://www.bloomberg.com/news/articles/2020-05-01/covid-19-pandemic-likely-to-last-two-years-report-says?utm_medium=social&cmpid=socialflow-twitter-business&utm_source=twitter&utm_content=business&utm_campaign=socialflow-organic
[6] https://www.pennlive.com/news/2020/04/umpc-argues-covid-19-not-as-deadly-as-feared-says-its-hospitals-will-shift-back-to-normal.html
[5] https://scroll.in/latest/960687/covid-19-reliance-announces-up-to-50-pay-cut-for-employees-mukesh-ambani-to-forego-entire-salary

Top URLs in Tweet in G1:
[3] https://plazapublica.com.gt/content/justicia-digital-en-guatemala-una-leccion-del-covid-19?utm_source=dlvr.it&utm_medium=twitter
[3] https://www.trecebits.com/2020/04/30/spotify-covid-spain-usuarios/?utm_source=dlvr.it&utm_medium=twitter
[2] https://www.touleco.fr/Covid-19-Airbus-affiche-des-pertes-records-au-premier-tirmestre,28690?utm_source=dlvr.it&utm_medium=twitter
[2] https://gulfnews.com/uae/covid-19-why-a-dubai-policeman-saluted-an-indian-doctor-on-the-road-1.71224722
[2] https://gianniszografakis.blogspot.com/
[2] https://gianniszografakis.blogspot.com/2020/05/covid-19-300-24.html?spref=tw
[2] https://shanebarker.com/blog/business-continuity/
[2] https://www.miamiherald.com/news/special-reports/florida-prisons/article242338421.html
[2] https://www.bloomberg.com/tosv2.html?vid=&uuid=62513570-8ba7-11ea-a83d-a7b96e81b398&url=L29waW5pb24vYXJ0aWNsZXMvMjAyMC0wNS0wMS9jb3ZpZC0xOS1zd2VkZW4taGFzbi10LWNyYWNrZWQtdGhlLWNvcm9uYXZpcnVzLWNvZGU=
[2] https://hitztv.com.ng/113-nigerian-health-workers-have-tested-positive-for-covid-19-minister-of-health/

Top URLs in Tweet in G2:
[4] https://www.weforum.org/agenda/2020/04/green-stimulus-pakistan-trees-coronavirus-covid10-enviroment-climate-change
[3] https://www.youtube.com/watch?v=Y_dU2RCqWs4

[3] https://www.weforum.org/agenda/2020/03/vaccine-covid-19-coronavirus-pandemic-healthcare
[2] https://www.cnn.com/2020/04/22/health/strokes-coronavirus-young-adults/index.html
[2] https://www.weforum.org/agenda/2020/04/covid-19-coronavirus-patient-home-care/
[2] https://www.weforum.org/agenda/2020/04/covid-19-coronavirus-patient-home-care
[2] https://www.weforum.org/agenda/2020/04/coronavirus-covid-19-sustainable-infrastructure-investments-aid-recovery
[2] https://www.tampabay.com/news/health/2020/04/30/last-in-line-publix-lagged-behind-competitors-in-covid-19-safeguards/
[1] https://www.brennancenter.org/our-work/analysis-opinion/false-narrative-vote-mail-fraud
[1] http://www.cnn.com/2020/04/30/health/report-covid-two-more-years/index.html

Top URLs in Tweet in G3:
[4] https://news.sky.com/story/coronavirus-no-10-admits-face-coverings-have-weak-but-positive-effect-in-slowing-covid-19-11981773
[3] https://punchng.com/breaking-25-year-old-man-dies-of-covid-19-in-lagos/
[2] https://punchng.com/55-journalists-have-died-from-covid-19-in-23-countries-ngo/
[2] https://punchng.com/tunisian-doctors-deploy-robots-to-reduce-contact-with-covid-19-patients/
[2] https://www.youtube.com/watch?v=7LcLqIHzNkY&feature=youtu.be

[2] https://www.rollingstone.com/music/music-news/queen-adam-lambert-release-new-version-of-we-are-the-champions-covid-19-relief-992347/
[2] https://analysis.covid19healthsystem.org/index.php/2020/04/28/how-are-countries-using-digital-health-tools-in-responding-to-covid-19/
[2] https://hub.jhu.edu/2020/04/30/herd-immunity-covid-19-coronavirus/
[2] http://www.andrewmayers.info/covid19-mental-health-dorset.html
[2] https://www.nih.gov/news-events/news-releases/nih-clinical-trial-shows-remdesivir-accelerates-recovery-advanced-covid-19?utm_source=dlvr.it&utm_medium=twitter

Top URLs in Tweet in G4:
[14] https://www.presidencia.gob.cu/es/noticias/no-es-hora-de-bajar-la-guardia-ante-la-covid-19/
[4] http://www.granma.cu/cuba-covid-19/2020-04-29/prosigue-gobierno-cubano-su-empeno-para-hacer-frente-a-la-covid-19-29-04-2020-00-04-24
[2] http://www.granma.cu/cuba-covid-19/2020-04-28/ante-la-covid-19-no-bajar-la-guardia-28-04-2020-00-04-31
[2] http://www.granma.cu/cuba-covid-19/2020-04-30/aplausos-y-banderas-desde-casa-30-04-2020-01-04-09
[1] http://www.granma.cu/cuba-covid-19/2020-04-28/naviera-con-materias-primas-para-medicamentos-no-desembarco-en-cuba-por-el-bloqueo
[1] https://www.telesurtv.net/news/chile-excluye-asintomaticos-reporte-contagios-coronavirus-20200429-0040.html
[1] https://www.jornada.com.mx/ultimas/sociedad/2020/04/29/pueblos-originarios-en-peligro-por-la-pandemia-3613.html
[1] http://www.granma.cu/cuba-covid-19/2020-05-01/machado-ventura-producir-para-sostenernos-01-05-2020-01-05-40
[1] https://twitter.com/DiazCanelB/status/1256189852103704578

Top URLs in Tweet in G5:
[2] https://www.amarujala.com/india-news/congress-attacked-the-government-said-how-to-get-out-of-lockdown
[2] http://toi.in/micron/redirect.html?str=Dx7PbZ/a24gk
[2] https://timesofindia.indiatimes.com/sports/cricket/news/australia-restricts-use-of-saliva-sweat-to-shine-ball-under-covid-19-guidelines/articleshow/75490139.cms
[2] https://www.aninews.in/news/national/general-news/wb-govt-focused-on-hiding-covid-19-situation-instead-of-combating-it-naqvi20200501165215/
[1] https://twitter.com/deepak_bjp/status/1255728478973902848
[1] https://ahmedabadmirror.indiatimes.com/ahmedabad/others/bjp-mla-spits-in-government-run-kitchen-for-poor-in-rajkot/articleshow/75498407.cms
[1] https://twitter.com/OpIndia_com/status/1256126207428628481
[1] http://toi.in/micron/redirect.html?str=OHxyqY28
[1] http://toi.in/micron/redirect.html?str=QjRHcb/a24gk
[1] https://www.business-standard.com/coronavirus

Top URLs in Tweet in G6:
[5] http://www.granma.cu/cuba-covid-19/2020-05-01/no-es-hora-de-bajar-la-guardia-ante-la-covid-19-01-05-2020-00-05-45
[1] http://www.granma.cu/cuba-covid-19/2020-05-01/machado-ventura-producir-para-sostenernos-01-05-2020-01-05-40
[1] https://www.lemonde.fr/sciences/article/2020/05/01/covid-19-la-muqueuse-du-nez-est-la-porte-d-entree-du-sars-cov-2_6038359_1650684.html?utm_medium=Social&utm_source=Twitter#Echobox=1588326495
[1] http://www.granma.cu/cuba-covid-19/2020-05-01/la-ciencia-cubana-continua-aportando-01-05-2020-01-05-55
[1] https://twitter.com/lemondefr/status/1256196564047052801
[1] https://www.lemonde.fr/sciences/article/2020/05/01/covid-19-la-muqueuse-du-nez-est-la-porte-d-entree-du-sars-cov-2_6038359_1650684.html
[1] https://www.lemonde.fr/idees/article/2020/04/30/covid-19-refuser-de-prendre-en-compte-les-inegalites-sociales-face-a-la-maladie-est-suicidaire_6038226_3232.html

Top URLs in Tweet in G7:
[2] https://www.eluniversal.com.mx/ciencia-y-salud/ciencia/coronavirus-las-6-vacunas-contra-el-virus-que-ya-se-estan-ganando-la-carrera
[2] https://www.eluniversal.com.mx/mundo/remdesivir-esperanza-en-eu-y-mexico
[2] https://bit.ly/35qSd5F
[1] https://www.eluniversal.com.mx/ciencia-y-salud/salud/cdc-de-eu-agregan-seis-nuevos-sintomas-del-coronavirus
[1] https://www.eluniversal.com.mx/nacion/ademas-de-osorio-chong-estos-legisladores-han-dado-positivo-covid-19
[1] https://bit.ly/2Wb1eeU
[1] https://revoluciontrespuntocero.mx/piden-destitucion-del-jefe-de-epidemiologia-de-tamaulipas-por-permitirle-a-tumbaburros-vandalizar-insumos-para-combatir-covid-19/
[1] https://www.eluniversal.com.mx/mundo/estiman-producir-un-millon-de-dosis-de-remdesivir-potencial-tratamiento-contra-covid-19
[1] https://twitter.com/alfredodelmazo/status/1255897224678014976
[1] https://lasillarota.com/mundo/tribunal-ordena-liberacion-de-keiko-fujimori-en-medio-de-epidemia-covid-19-coronavirus-pandemia-fujimori/386939

Top URLs in Tweet in G8:
[1] https://www.hispantv.com/noticias/ee-uu-/464993/inteligencia-trump-coronavirus-china
[1] https://go.shr.lc/3d2nyhE
[1] https://ir.shareaholic.com/e?a=1&u=https://www.blacknews.com/news/black-women-doctors-bring-free-coronavirus-test-kits-underserved-neighborhoods/%3Futm_campaign%3Dshareaholic%26utm_medium%3Dtwitter%26utm_source%3Dsocialnetwork&r=1
[1] https://twitter.com/Libertad020/status/1255630229764288519
[1] http://ow.ly/qeJt30qBZio
[1] http://ow.ly/7rXg30qBZn1
[1] https://twitter.com/CancilleriaVE/status/1255667958417850368
[1] https://twitter.com/Mippcivzla/status/1255827992636321792

Top URLs in Tweet in G9:
[2] https://www.dailymail.co.uk/news/article-8271703/Experts-single-child-10-passed-coronavirus-adult.html
[1] https://www.researchsquare.com/article/rs-21211/v1
[1] https://www.zmescience.com/science/news-science/scientists-link-vitamin-d-deficiencies-to-higher-covid-19-mortality-rates/

Top Domains
Top Domains in Tweet in Entire Graph:
[216] twitter.com
[105] bit.ly
[54] theguardian.com
[52] co.uk
[47] youtube.com
[42] trib.al
[33] bloomberg.com
[28] org.uk
[28] go.jp
[26] com.br

Top Domains in Tweet in G1:
[55] twitter.com
[12] youtube.com
[11] instagram.com
[8] co.uk
[7] theguardian.com
[7] blogspot.com
[7] linkedin.com
[6] cnn.com
[6] com.br
[6] msn.com

Top Domains in Tweet in G2:
[14] weforum.org
[4] cnn.com
[4] youtube.com
[3] cnn.it
[3] twitter.com
[2] tampabay.com
[1] brennancenter.org
[1] medexpress.pl
[1] wsj.com
[1] taskandpurpose.com

Top Domains in Tweet in G3:
[7] punchng.com
[5] trib.al
[5] sky.com
[3] bit.ly
[3] bmj.com
[2] youtube.com
[2] rollingstone.com
[2] covid19healthsystem.org
[2] jhu.edu
[2] andrewmayers.info

Top Domains in Tweet in G4:
[14] gob.cu
[10] granma.cu
[1] telesurtv.net
[1] com.mx
[1] twitter.com

Top Domains in Tweet in G5:
[4] toi.in
[3] indiatimes.com
[2] amarujala.com
[2] twitter.com
[2] aninews.in
[2] business-standard.com
[1] mybs.in
[1] hindustantimes.com
[1] latestly.com

Top Domains in Tweet in G6:
[7] granma.cu
[3] lemonde.fr
[1] twitter.com

Top Domains in Tweet in G7:
[7] com.mx
[3] bit.ly
[2] lasillarota.com
[1] revoluciontrespuntocero.mx
[1] twitter.com

Top Domains in Tweet in G8:
[3] twitter.com
[2] ow.ly
[1] hispantv.com
[1] shr.lc
[1] shareaholic.com

Top Domains in Tweet in G9:
[2] co.uk
[1] researchsquare.com
[1] zmescience.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[557] covid_19
[377] covid__19
[322] covid19
[189] coronavirus
[128] covid
[47] cuba
[40] lockdown
[30] mayday2020
[30] cubasalvavidas
[27] 1demayo



Top Hashtags in Tweet in G1:
[107] covid_19
[64] covid__19
[53] covid19
[36] coronavirus
[26] covid
[13] lockdown
[11] survivor2020
[11] affirmation
[9] coronaviruslockdown
[9] staysafe

Top Hashtags in Tweet in G2:
[13] covid__19
[9] covid_19
[6] sahabatbpom
[4] ehsaaswebportal
[3] coronavirus
[3] pakistan
[2] pardonrogerstone
[2] health
[2] china
[2] pm

Top Hashtags in Tweet in G3:
[20] covid19
[7] coronavirus
[6] covid_19
[4] staysafe
[3] migration
[3] newscastingpresident
[2] nowplaying
[2] youarethechampions
[2] covid__19
[2] endpolio

Top Hashtags in Tweet in G4:
[31] cuba
[26] cubasalvavidas
[20] primerodemayo
[17] somoscuba
[17] 1mayo
[13] micasaesmiplaza
[8] covid_19
[6] porcubaunidosvenceremos
[5] unidosvenceremos
[4] covid

Top Hashtags in Tweet in G5:
[16] covid_19
[7] coronavirusoutbreak
[5] covid__19
[5] indiafightscorona
[4] coronavirus
[3] coronawarriors
[3] plasmatherapy
[3] covid19
[3] mnrega
[2] nhm2016_नर्सिंग_संविदाकर्मियों_का_वेतन_बढाया_जाये

Top Hashtags in Tweet in G6:
[6] viviremosyvenceremos
[6] covid2019
[5] cuba
[5] covid__19
[5] covid19
[5] cubasalva
[4] micasaesmiplaza
[1] porcubaunidosvenceremos
[1] cubasalvavidas
[1] 1demaig2020

Top Hashtags in Tweet in G7:
[5] covid__19
[5] covid_19
[2] enportada
[2] fakenews
[2] galeríaslajornada
[2] tamaulipas
[2] eldato
[2] nitodoelpodernitodoeldinero
[2] azucenaxmilenio
[2] últimahora

Top Hashtags in Tweet in G8:
[10] covid_19
[9] cuarentenaenunión
[6] trabajopazyvida
[4] ahora
[4] 30abr
[4] venezuela
[3] hoy
[3] 5/1/2020 12:00:00 AM
[3] calabozo
[2] preveniresvencer

Top Hashtags in Tweet in G10:
[2] covid_19
[1] coronavirus

Top Words
Top Words in Tweet in Entire Graph:
[3095] Words in Sentiment List#1: Positive
[3848] Words in Sentiment List#2: Negative
[31] Words in Sentiment List#3: Angry/Violent
[188248] Non-categorized Words
[195191] Total Words
[4641] covid
[4613] 19
[557] #covid_19
[496] क
[377] #covid__19

Top Words in Tweet in G1:
[504] 19
[499] covid
[108] #covid_19
[64] #covid__19
[53] #covid19
[39] people
[37] more
[36] #coronavirus
[33] coronavirus
[28] #covid

Top Words in Tweet in G2:
[101] covid
[99] 19
[51] realdonaldtrump
[26] more
[13] #covid__19
[13] many
[12] people
[12] franklin_graham
[11] wef
[10] cnn

Top Words in Tweet in G3:
[39] covid
[38] 19
[20] #covid19
[10] skynews
[9] mobilepunch
[8] people
[8] more
[7] #coronavirus
[7] workers
[6] patients

Top Words in Tweet in G4:
[59] 19
[55] covid
[38] diazcanelb
[31] #cuba
[26] #cubasalvavidas
[26] trabajadores
[23] contra
[21] presidenciacuba
[20] #primerodemayo
[19] casa

Top Words in Tweet in G5:
[77] क
[47] स
[47] covid
[45] 19
[44] र
[36] य
[36] narendramodi
[31] व
[29] ह
[28] द

Top Words in Tweet in G6:
[13] muqueuse
[9] nez
[8] momento
[8] lemondefr
[7] porte
[7] entrée
[6] granma_digital
[6] #viviremosyvenceremos
[6] #covid2019
[6] sars

Top Words in Tweet in G7:
[37] covid
[37] 19
[15] lopezobrador_
[9] nuestro
[9] hlgatell
[8] el_universal_mx
[6] seis
[6] contra
[5] #covid__19
[5] equipos

Top Words in Tweet in G8:
[23] covid
[23] 19
[13] nicolasmaduro
[10] #covid_19
[9] prevención
[9] #cuarentenaenunión
[8] ejecutiva
[8] drodriven2
[7] casa
[6] venezuela

Top Words in Tweet in G9:
[5] covid
[5] 19
[4] vitamin
[3] _atanas_
[2] sminaev2015
[2] experts
[2] find
[2] single
[2] child
[2] under

Top Words in Tweet in G10:
[43] covid
[43] 19
[35] leads
[35] student
[35] loan
[35] forgiveness
[35] social
[35] distance
[35] till
[35] 2022

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[4443] covid,19
[131] 19,pandemic
[91] 19,cases
[89] during,covid
[80] #covid,19
[76] contra,covid
[72] positive,covid
[65] tested,positive
[64] न,क
[53] क,र

Top Word Pairs in Tweet in G1:
[485] covid,19
[17] 19,pandemic
[12] tested,positive
[12] #covid_19,#coronavirus
[10] due,covid
[10] coronavirus,covid
[9] during,covid
[9] #covid,19
[9] #evhayatdolu,#evdehayatvar
[9] #evdehayatvar,#hayateversığar

Top Word Pairs in Tweet in G2:
[98] covid,19
[7] matter,negative
[7] negative,reports
[7] reports,media
[7] media,liberal
[7] liberal,politicians
[7] politicians,use
[7] use,covid
[7] 19,destroy
[7] destroy,pres

Top Word Pairs in Tweet in G3:
[37] covid,19
[4] coronavirus,10
[4] 10,admits
[4] admits,face
[4] face,coverings
[4] coverings,'weak
[4] 'weak,positive
[4] positive,effect'
[4] effect',slowing
[4] slowing,covid

Top Word Pairs in Tweet in G4:
[55] covid,19
[19] 19,#cubasalvavidas
[18] ante,covid
[16] contra,covid
[16] diazcanelb,#cuba
[16] #cuba,tierra
[16] tierra,libre
[16] libre,reino
[16] reino,trabajadores
[16] trabajadores,celebra

Top Word Pairs in Tweet in G5:
[45] covid,19
[17] स,व
[14] स,क
[10] good,discussion
[10] discussion,state
[10] state,counsellor
[10] counsellor,daw
[10] daw,aung
[10] aung,san
[10] san,suu

Top Word Pairs in Tweet in G6:
[8] muqueuse,nez
[7] nez,porte
[7] porte,entrée
[6] #covid2019,muqueuse
[6] entrée,sars
[6] sars,cov
[6] cov,ciblerait
[6] ciblerait,priorité
[6] priorité,cellules
[6] cellules,muqueuse

Top Word Pairs in Tweet in G7:
[37] covid,19
[6] contra,covid
[5] equipos,científicos
[5] mbarbosamx,asegura
[5] asegura,covid
[5] 19,afecta
[5] afecta,gente
[5] gente,acomodada
[5] acomodada,sino
[5] sino,co

Top Word Pairs in Tweet in G8:
[23] covid,19
[6] ejecutiva,drodriven2
[4] reunión,comisión
[4] comisión,presidencial
[4] vicepresidenta,ejecutiva
[3] pueblo,venezolano
[3] venezolano,sigue
[3] sigue,combatiendo
[3] combatiendo,#covid_19
[3] #covid_19,conciencia

Top Word Pairs in Tweet in G9:
[5] covid,19
[2] experts,find
[2] find,single
[2] single,child
[2] child,under
[2] under,10
[2] 10,passed
[2] passed,covid
[2] scientists,link
[2] link,vitamin

Top Word Pairs in Tweet in G10:
[43] covid,19
[35] 19,leads
[35] leads,student
[35] student,loan
[35] loan,forgiveness
[35] forgiveness,social
[35] social,distance
[35] distance,till
[35] till,2022
[35] 2022,without

Top Replied-To
Top Replied-To in Entire Graph:
@realdonaldtrump
@diazcanelb
@dezurdateam
@foxnews
@poulin2012
@jucilnacional
@ashokgehlot51
@thehill
@news24
@mobilepunch

Top Replied-To in G1:

Top Replied-To in G2:
@realdonaldtrump
@presssec
@forthepeoplef
@juliereichwein1
@tariqnasheed
@soloyochapin
@whitehouse
@mike_pence
@potus

Top Replied-To in G3:
@mobilepunch
@ahseai
@chemicalgrandma
@chikwe_i
@vokonation

Top Replied-To in G4:
@diazcanelb
@mitranscuba

Top Replied-To in G5:
@drharshvardhan
@mohfw_india
@abhishe09910683
@alokpathak009
@narendramodi
@pmoindia

Top Replied-To in G6:
@falduko

Top Replied-To in G7:
@hmbrhrmg
@pmunozledo
@lopezobrador_
@alfredodelmazo

Top Replied-To in G9:
@denutrients

Top Replied-To in G10:
@joebiden

Top Mentioned
Top Mentioned in Entire Graph:
@diazcanelb
@realdonaldtrump
@narendramodi
@heyandrews21
@mitchellvii
@cnnee
@elmundoes
@presidenciacuba
@_minutiae_
@joncoopertweets

Top Mentioned in G1:
@sandra4jarvis
@sinfuerochiapas
@mustbeamarxist
@flevonieuws
@knowsteaks
@fabienprevots
@artofjewellery
@geika006
@gianzografakis
@derriosi

Top Mentioned in G2:
@realdonaldtrump
@imrankhanpti
@franklin_graham
@wef
@cnn
@potus
@tedlieu
@bbhuttozardari
@wsj
@mmpadellan

Top Mentioned in G3:
@skynews
@who
@mobilepunch
@ncdcgov
@adamlambert
@ilo
@bmj_latest
@queenwillrock
@legidoquigley
@mrsomtookonkwo

Top Mentioned in G4:
@diazcanelb
@presidenciacuba
@cubacooperave
@orlando96823683
@cubacooperaveg
@jmmcaragua
@mmcvenaragua
@ctc_cuba
@abelprieto11
@50trabajadores

Top Mentioned in G5:
@narendramodi
@bjp4india
@timesofindia
@pmoindia
@drharshvardhan
@mohfw_india
@arvindkejriwal
@msisodia
@nsdcindia
@amitshah

Top Mentioned in G6:
@lemondefr
@granma_digital
@ethondike
@s_p_paris
@madxoraroures
@joaquim_rg
@yllahte
@altafaja1p
@1961maika
@rootdb21

Top Mentioned in G7:
@lopezobrador_
@hlgatell
@el_universal_mx
@ricardoalemanmx
@mbarbosamx
@azucenau
@zoerobledo
@manuelbartlett
@partidomorenamx
@osoriochong

Top Mentioned in G8:
@nicolasmaduro
@drodriven2
@raynerondon
@alvaradoc_mpps
@leoalvacabrera
@dcabellor
@cancilleriave
@josemvasquez
@marjori067
@shareaholic

Top Mentioned in G9:
@_atanas_
@sminaev2015
@castldalmunzie
@bagheera79
@atomoxetina
@_inpst
@erlesen
@marcoalbuja
@healthyfellow
@eddierdmd

Top Mentioned in G10:
@heyandrews21
@joebiden
@quicktake
@benco
@bencowling88
@hkumed

Top Tweeters
Top Tweeters in Entire Graph:
@el_cooperante
@vodafonein
@lasillarota
@tuiterpro
@detikcom
@kompascom
@conelmazodando
@liputan6dotcom
@pln_123
@telesurtv

Top Tweeters in G1:
@el_cooperante
@liputan6dotcom
@marciojmsilva
@nairapark
@diariotalcual
@bankingnewsgr
@lado_mx
@beritasatu
@panamaamerica
@gmanews

Top Tweeters in G2:
@juliereichwein1
@wsj
@cnn
@dolly0811
@virginia4usa
@cherijacobus
@victoria_scherr
@48gailschwerdt
@sueford06
@yvonne_erdmann

Top Tweeters in G3:
@manatrue
@badmansaks
@mobilepunch
@skynews
@vievararosel
@alex_houseof308
@sandysva
@carlachrisellis
@qz
@allezamani

Top Tweeters in G4:
@carlosl28684663
@dacosta_jani
@flordecuba1
@kakireyez
@alinaacosta16
@cubacooperave
@karlakm10
@juanmig38802448
@abelprieto11
@amaliasalas15

Top Tweeters in G5:
@varun18vijay
@timesofindia
@rakesh26329280
@rakesh25182
@mainlotus
@bsindia
@bjp4india
@bjplive
@manu20162016
@latestly

Top Tweeters in G6:
@marpfa
@esquitx17
@drago237
@podemosahora
@conchajua
@lemondefr
@sumalen59
@benetbeca
@mnicarebullcome
@akirelincho

Top Tweeters in G7:
@lasillarota
@el_universal_mx
@milenio
@ricardoalemanmx
@lajornadaonline
@guilbert_ga
@roberto45772223
@stratcons
@girlscrush04
@oficialenlamira

Top Tweeters in G8:
@vtvcanal8
@partidopsuv
@eduarport
@mppeducacion
@cancilleriave
@nicolasmaduro
@mendozamarita1
@vicevenezuela
@ginabencomo_
@vwinstonv

Top Tweeters in G9:
@peac4love
@sminaev2015
@grawoig
@cosseaton
@marcoalbuja
@denutrients
@haroldsinnott
@science_george
@vietheartpa
@alee7095

Top Tweeters in G10:
@quicktake
@_chynoo
@dionneelle_
@fryarmelodie
@queenblizz11
@soulsovintagex
@kittydotkatt
@_keepitjazzzy
@trey_day_
@therealfrankied


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