COVID-19, Twitter, 9/25/2021 5:21:07 PM, 262813


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COVID-19_2021-09-25_00-00-01.xlsx
COVID-19_2021-09-25_00-00-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 25, 2021
Short Description:
COVID-19 via NodeXL https://bit.ly/3o8tgY0
@potus
@un
@jairbolsonaro
@boghche
@carmojcc
@carlazambelli38
@karldebochado
@senadorhumberto
@randolfeap
@pamelafalk

Top hashtags:
#covid19
#covid_19
#covid
#coronavirus
#cuba
#familyguy
#unga
#menangbersama
#venezuela

Description:
Description
The graph represents a network of 10,313 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, 25 September 2021 at 07:27 UTC.

The requested start date was Saturday, 25 September 2021 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, 4-minute period from Wednesday, 22 September 2021 at 12:13 UTC to Friday, 24 September 2021 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 : 10313
Unique Edges : 5476
Edges With Duplicates : 11901
Total Edges : 17377
Number of Edge Types : 5
Retweet : 5294
MentionsInRetweet : 6104
Mentions : 1952
Tweet : 3620
Replies to : 407
Self-Loops : 3659
Reciprocated Vertex Pair Ratio : 0.0065081351689612
Reciprocated Edge Ratio : 0.0129321064411838
Connected Components : 3224
Single-Vertex Connected Components : 1179
Maximum Vertices in a Connected Component : 1469
Maximum Edges in a Connected Component : 3136
Maximum Geodesic Distance (Diameter) : 36
Average Geodesic Distance : 13.492063
Graph Density : 7.56199083504013E-05
Modularity : 0.540809
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 10,313 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, 25 September 2021 at 07:27 UTC.

The requested start date was Saturday, 25 September 2021 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, 4-minute period from Wednesday, 22 September 2021 at 12:13 UTC to Friday, 24 September 2021 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:
[39] https://www.wtsp.com/article/news/local/manateecounty/aryana-santana-dies-covid-palmetto-high-school/67-4d791299-ffe8-496f-9386-bd8e4a0f736b
[32] https://www.8newsnow.com/news/health/coronavirus-health/clark-county-declares-covid-misinformation-a-public-health-crisis/
[30] https://www.mhlw.go.jp/stf/covid-19/kokunainohasseijoukyou.html
[26] https://www.pref.saitama.lg.jp/a0710/covid-19/seshusha.html
[21] https://www.dailymail.co.uk/news/article-10014895/Ex-Chinese-Communist-Party-insider-Wei-Jingsheng-speaks-Wuhan-theory-relating-Covid-19.html
[21] https://www.legorafi.fr/2021/09/22/le-covid-19-jaloux-de-la-couverture-mediatique-accordee-a-eric-zemmour/
[17] https://www.nationalreview.com/corner/after-mandating-masks-outdoors-oregons-active-covid-19-cases-increased-73-percent/
[15] https://noticias.r7.com/prisma/blog-do-nolasco/deputado-eduardo-bolsonaro-esta-com-covid-19-24092021?amp&__twitter_impression=true
[15] https://www.business-standard.com/article/current-affairs/pm-modi-meets-kamala-harris-discusses-issues-of-mutual-and-global-interest-121092400048_1.html
[15] https://www.brasil247.com/regionais/sudeste/eduardo-bolsonaro-esta-com-covid-19-resultado-do-teste-saiu-nesta-sexta-feira

Top URLs in Tweet in G1:
[11] https://sport.detik.com/sport-lain/d-5736888/cegah-penularan-covid-19-kontingen-pon-diminta-bawa-alat-minum-sendiri
[8] https://www.poandpo.com/
[7] https://twitter.com/kyawhsanhlaing1/status/1440908372887306240
[6] https://techncruncher.blogspot.com/2021/09/sinovacs-covid-19-vaccine-highly.html?utm_source=dlvr.it&utm_medium=twitter
[6] https://techncruncher.blogspot.com/2021/09/cansinobio-covid-19-vaccine-tested-at.html?utm_source=dlvr.it&utm_medium=twitter
[3] https://www.instagram.com/accounts/login/
[3] https://www.seroundtable.com/google-at-home-covid-19-test-kits-listings-32134.html
[3] https://www.mipuntodevista.com.mx/la-pandemia-de-covid-19-desnudo-fortalezas-y-debilidades-del-mundo-senala-uruguay/
[3] https://timesofindia.indiatimes.com/india/international-travel-should-be-made-easier-through-mutual-recognition-of-vaccine-certificates-pm-modi-at-global-covid-19-summit/articleshow/86433496.cms
[3] https://www.huffpost.com/entry/army-officer-hannity-covid-19-vaccine-freedom_n_614c5e64e4b001641190a6f8

Top URLs in Tweet in G2:
[5] https://covidnow.moh.gov.my/
[2] https://www.bernama.com/bm/am/news.php?id=2006731#.YU2m_hnJfZU.twitter
[2] https://www.thevibes.com/articles/news/42367/487-new-covid-19-fatalities-161-brought-in-dead?utm_source=dlvr.it&utm_medium=twitter
[2] https://www.bernama.com/bm/am/news.php?id=2005858#.YUr_qDEXS0k.twitter
[1] https://kpkesihatan.com/2021/09/22/kenyataan-akhbar-kpk-22-september-2021-situasi-semasa-jangkitan-penyakit-coronavirus-2019-covid-19-di-malaysia/
[1] https://kpkesihatan.com/2021/09/24/kenyataan-akhbar-ybmk-24-september-2021-situasi-semasa-jangkitan-penyakit-coronavirus-covid-19-di-malaysia/
[1] https://twitter.com/bernamadotcom/status/1441347868183252996
[1] https://www.hmetro.com.my/global/amerika-utara/2021/09/758574/pemikir-bebas-tolak-vaksin-maut-kerana-covid-19
[1] https://www.hmetro.com.my/global/asia/2021/09/758490/pawang-cuba-hentikan-pandemik-dengan-air-jampi-maut-dek-covid-19
[1] https://www.hmetro.com.my/mutakhir/2021/09/757924/tiada-jangkitan-covid-19-membabitkan-pelancong-di-langkawi

Top URLs in Tweet in G3:
[4] https://twitter.com/i/broadcasts/1vOGwEdrdBDxB
[4] https://twitter.com/i/broadcasts/1yoKMAPyoNnKQ
[2] https://www.aninews.in/news/world/asia/serbia-extends-gratitude-to-india-for-assistance-during-covid-19-crisis20210920170944/
[2] https://www.business-standard.com/article/current-affairs/pm-modi-meets-kamala-harris-discusses-issues-of-mutual-and-global-interest-121092400048_1.html
[2] https://www.dailymail.co.uk/news/article-10014895/Ex-Chinese-Communist-Party-insider-Wei-Jingsheng-speaks-Wuhan-theory-relating-Covid-19.html
[2] https://www.jagran.com/news/national-india-has-capacity-to-scale-up-pace-of-covid-19-vaccination-says-who-22039815.html
[1] https://www.who.int/news/item/15-07-2021-covid-19-pandemic-leads-to-major-backsliding-on-childhood-vaccinations-new-who-unicef-data-shows
[1] https://twitter.com/CDSCO_INDIA_INF/status/1428744428408115203
[1] https://twitter.com/WSJopinion/status/1440422700124495874
[1] http://chinaxiv.org/abs/202109.00058

Top URLs in Tweet in G4:
[10] http://www.granma.cu/cuba-covid-19/2021-09-22/completo-biocubafarma-la-produccion-de-todas-las-dosis-de-vacunas-para-inmunizar-a-la-poblacion-cubana
[5] https://m.prensa-latina.cu/?p=110419/convalecientes-de-covid-19-en-cuba-tambien-estaran-mas-protegidos/
[4] http://www.granma.cu/cuba-covid-19/2021-09-22/propondran-en-cuba-evaluar-vacunacion-en-menores-de-dos-anos-22-09-2021-22-09-33
[2] https://www.pcc.cu/noticias/chequea-ministro-de-salud-publica-en-pinar-del-rio-enfrentamiento-la-covid-19
[2] http://www.granma.cu/cuba-covid-19/2021-09-22/aplicacion-cubana-permitira-mejoramiento-del-diagnostico-y-seguimiento-a-pacientes-con-covid-19-22-09-2021-21-09-35
[2] https://bit.ly/2XDbpNz
[2] https://bit.ly/3u0l9xI
[1] https://www.prensa-latina.cu/index.php?o=rn&id=477668&SEO
[1] https://www.prensa-latina.cu/index.php?o=rn&id=477579&SEO
[1] https://www.prensa-latina.cu/index.php?o=rn&id=477675&SEO=tres-provincias-de-china-aplicaran-vacuna-de-refuerzo-contra-covid-19

Top URLs in Tweet in G5:
[4] http://www.minci.gob.ve/gran-caracas-permaneceria-sin-flexibilizacion-por-repunte-de-casos-covid-19/
[4] https://www.vtv.gob.ve/miranda-superan-900-mil-vacunados/
[3] https://www.laiguana.tv/articulos/968325-urosa-savino-fallecio/
[2] https://www.vtv.gob.ve/dia-555-lucha-covid-venezuela-21092021/
[2] https://www.vtv.gob.ve/trabajadores-mercal-recibieron-vacuna-covid/
[2] http://rnv.gob.ve/venezuela-regi
[1] https://www.gob.pe/es/n/528372
[1] https://www.vtv.gob.ve/dia-557-lucha-covid-venezuela-23092021/
[1] https://www.vtv.gob.ve/ordenan-fortalecer-vacunacion-covid19-gran-caracas-indices-contagios/
[1] http://laradiodelsur.com.ve/?p=47957

Top URLs in Tweet in G6:
[14] https://www.brasil247.com/regionais/sudeste/eduardo-bolsonaro-esta-com-covid-19-resultado-do-teste-saiu-nesta-sexta-feira
[8] https://oglobo.globo.com/politica/eduardo-bolsonaro-ministra-da-agricultura-advogado-geral-testam-positivo-para-covid-25211182?utm_source=Twitter&utm_medium=Social&utm_campaign=O%20Globo
[8] https://uol.page.link/zWzRD
[7] https://revistaoeste.com/politica/ministra-da-agricultura-anuncia-que-esta-com-covid-19/
[6] https://uol.page.link/e1GyA
[4] https://uol.page.link/aRRyz
[3] https://uol.page.link/DMCPf
[3] https://uol.page.link/fX7gH
[2] https://revistaoeste.com/brasil/brasil-registra-573-de-covid-19/
[2] https://uol.page.link/STtt6

Top URLs in Tweet in G7:
[4] https://www.vaccines.gov/
[2] https://lopezdoriga.com/lopez-doriga-tv/conferencia-matutina-lopez-obrador-24-septiembre-2021/
[2] https://www.aljazeera.com/features/2021/9/22/has-the-delta-variant-changed-the-symptoms-of-covid-19
[2] http://www.intramed.net/99145
[2] https://www.palmbeachpost.com/restricted/?return=https:%2F%2Fwww.palmbeachpost.com%2Fstory%2Fnews%2Fcoronavirus%2F2021%2F09%2F17%2Formond-beach-husband-loses-pregnant-wife-baby-covid-19%2F8336555002%2F
[1] https://www.health.govt.nz/our-work/diseases-and-conditions/covid-19-novel-coronavirus/covid-19-data-and-statistics/covid-19-source-cases
[1] https://www.cell.com/iscience/fulltext/S2589-0042(21)01005-1?_returnURL=https%3A%2F%2Flinkinghub.elsevier.com%2Fretrieve%2Fpii%2FS2589004221010051%3Fshowall%3Dtrue
[1] https://twitter.com/chertorivski/status/1440516227890171911
[1] https://lopezdoriga.com/nacional/mexico-covid-19-coronavirus-pandemia-epidemia-22092021/
[1] https://lopezdoriga.com/nacional/mexico-covid-19-coronavirus-pandemia-epidemia-21-09-2021/

Top URLs in Tweet in G8:
[8] https://www.theepochtimes.com/mkt_morningbrief/north-carolina-hospital-system-suspends-hundreds-of-employees-after-covid-19-vaccine-mandate_4009111.html
[7] https://trialsitenews.com/serious-group-of-scientists-declare-covid-19-vaccine-risks-too-high-to-ignore/
[7] https://www.pasteur.fr/en/ivermectin-alleviates-covid-19-symptoms-animal-model
[2] https://www.nejm.org/doi/10.1056/NEJMoa2114255?cookieSet=1
[1] https://www.medrxiv.org/content/10.1101/2021.09.13.21262182v1
[1] https://maryannedemasi.com/blog/f/covid-19-vaccinating-kids-%E2%80%93-the-debate-heats-up
[1] https://www.sciencedirect.com/science/article/pii/S221475002100161X#
[1] https://freewestmedia.com/2021/09/23/norway-reclassifies-covid-19-no-more-dangerous-than-ordinary-flu/
[1] https://onedrive.live.com/redir?resid=914431B73799994E!76735&authkey=!ADfHk3IuaBrEH34&ithint=file%2cpdf
[1] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8088823/

Top URLs in Tweet in G9:
[11] https://noticias.r7.com/prisma/blog-do-nolasco/deputado-eduardo-bolsonaro-esta-com-covid-19-24092021?amp&__twitter_impression=true
[8] https://politica.estadao.com.br/noticias/geral,neto-diz-que-avo-vitima-de-covid-19-foi-amarrado-em-hospital-da-prevent-senior,70003849079?utm_source=twitter:newsfeed&utm_medium=social-organic&utm_campaign=redes-sociais:092021:e&utm_content=:::&utm_term=
[2] https://agenciabrasil.ebc.com.br/saude/noticia/2021-09/variante-delta-ja-causa-95-dos-casos-de-covid-19-em-sao-paulo
[2] https://bit.ly/3hYfR0U
[2] https://internacional.estadao.com.br/noticias/geral,nos-eua-dias-de-cobertura-medica-a-pacientes-com-covid-19-acabaram,70003847283?utm_source=estadao:twitter&utm_medium=link
[1] https://www.brasil247.com/regionais/sudeste/eduardo-bolsonaro-esta-com-covid-19-resultado-do-teste-saiu-nesta-sexta-feira?amp
[1] https://twitter.com/BCPolitica/status/1441373456457666560?s=19
[1] https://br.sputniknews.com/brasil/2021092418053585-eduardo-bolsonaro-e-tereza-cristina-testam-positivo-para-covid-19/
[1] https://br.sputniknews.com/ciencia_tecnologia/2021092418053403-revelada-consequencia-grave-da-covid-19-mais-frequente-do-que-se-acreditava/

Top URLs in Tweet in G10:
[3] https://www.washingtonpost.com/opinions/2021/09/22/zients-blinken-covid-vaccines-america-world/
[2] https://www.prensa-latina.cu/index.php?o=rn&id=477377&SEO=biden-pide-a-lideres-mundiales-reforzar-respuesta-a-covid-19
[2] https://www.cmhw.cu/en-villa-clara/35984-villa-clara-reporta-562-nuevos-casos-positivos-a-la-covid-19
[2] https://westchester.news12.com/ny-to-open-120-pop-up-covid-19-vaccination-clinics-as-part-of-vaxtoschool-initiative
[1] https://www.state.gov/
[1] https://youtu.be/wvMTx2GkOZg
[1] https://twitter.com/WhiteHouse/status/1440777329324662790
[1] https://www.state.gov/translations/french/allocution-du-president-biden-au-sommet-mondial-virtuel-sur-la-covid-19/
[1] https://www.whitehouse.gov/briefing-room/statements-releases/2021/09/22/fact-sheet-president-bidens-global-covid-19-summit-ending-the-pandemic-and-building-back-better/
[1] https://www.pcc.cu/noticias/cuba-ha-administrado-mas-de-18-millones-750-mil-dosis-de-sus-vacunas-anti-covid-19

Top Domains
Top Domains in Tweet in Entire Graph:
[193] twitter.com
[120] com.br
[89] bit.ly
[79] co.uk
[50] go.jp
[46] ctvnews.ca
[45] youtube.com
[39] wtsp.com
[34] trib.al
[34] globo.com

Top Domains in Tweet in G1:
[53] twitter.com
[43] com.br
[25] blogspot.com
[16] poandpo.com
[14] co.uk
[14] com.ar
[13] detik.com
[10] cnn.com
[8] msn.com
[8] com.mx

Top Domains in Tweet in G2:
[5] gov.my
[5] bernama.com
[5] astroawani.com
[4] com.my
[3] thevibes.com
[2] kpkesihatan.com
[1] twitter.com
[1] galencentre.org
[1] bit.ly
[1] malaysiakini.com

Top Domains in Tweet in G3:
[10] twitter.com
[2] aninews.in
[2] business-standard.com
[2] co.uk
[2] jagran.com
[1] who.int
[1] chinaxiv.org
[1] com.cn
[1] mygov.in
[1] dailym.ai

Top Domains in Tweet in G4:
[20] granma.cu
[9] prensa-latina.cu
[5] bit.ly
[3] pcc.cu
[2] twitter.com
[1] cubadebate.cu
[1] com.ve
[1] cecmed.cu
[1] elcomercio.pe
[1] acn.cu

Top Domains in Tweet in G5:
[16] gob.ve
[3] laiguana.tv
[1] gob.pe
[1] com.ve
[1] justiciafuser.com
[1] telesurtv.net

Top Domains in Tweet in G6:
[26] page.link
[16] brasil247.com
[13] com.br
[9] globo.com
[9] revistaoeste.com
[3] r7.com
[3] twitter.com
[1] piaui.co

Top Domains in Tweet in G7:
[7] trib.al
[5] lopezdoriga.com
[4] vaccines.gov
[2] twitter.com
[2] aljazeera.com
[2] intramed.net
[2] palmbeachpost.com
[1] govt.nz
[1] cell.com
[1] gob.mx

Top Domains in Tweet in G8:
[8] theepochtimes.com
[7] trialsitenews.com
[7] pasteur.fr
[2] nejm.org
[1] medrxiv.org
[1] maryannedemasi.com
[1] sciencedirect.com
[1] freewestmedia.com
[1] live.com
[1] nih.gov

Top Domains in Tweet in G9:
[12] com.br
[11] r7.com
[2] bit.ly
[2] sputniknews.com
[1] brasil247.com
[1] twitter.com

Top Domains in Tweet in G10:
[3] washingtonpost.com
[3] news12.com
[2] state.gov
[2] whitehouse.gov
[2] prensa-latina.cu
[2] cmhw.cu
[2] cnn.it
[1] youtu.be
[1] twitter.com
[1] pcc.cu

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[456] covid19
[263] covid_19
[98] covid
[66] coronavirus
[56] cuba
[54] familyguy
[43] unga
[33] menangbersama
[32] venezuela
[28] 44461



Top Hashtags in Tweet in G1:
[59] covid19
[49] covid_19
[23] covid
[21] coronavirus
[13] health
[10] news
[9] whatshappeninginmyanmar
[8] vaccine
[7] sep23coup
[7] warcrimesofjunta

Top Hashtags in Tweet in G2:
[48] covid19
[33] menangbersama
[24] iow
[22] komunikasikita
[20] kitajagakita
[19] kitamestimenang
[19] klceria
[18] coronavirus
[17] cmswpkl
[16] fasa2ppn

Top Hashtags in Tweet in G3:
[13] covid19
[8] covid
[5] indiafightscorona
[3] coronafacts
[3] largestvaccinedrive
[2] covid_19
[2] unite2fightcorona
[2] indiafightcorona
[1] jammu
[1] mythbuster

Top Hashtags in Tweet in G4:
[34] cuba
[18] covid19
[9] covid_19
[9] cubaporlavida
[7] soberanaplus
[4] soberana02
[4] cubaporlasalud
[3] prensalatina
[3] ponlecorazón
[3] ujc

Top Hashtags in Tweet in G5:
[45] covid_19
[27] venezuela
[12] fanb
[12] 9/24/2021 12:00:00 AM
[12] 9/22/2021 12:00:00 AM
[9] venezueladialogaporlapaz
[7] entérate
[7] gnbbarinas
[7] buenosdías
[7] ceofanb

Top Hashtags in Tweet in G6:
[5] cnnnovodia
[2] arlindo
[1] vacinasim
[1] astrazeneca
[1] vacinagoiás

Top Hashtags in Tweet in G7:
[9] ojo
[3] wecandothis
[2] enpunto
[2] covid19
[1] covid_19
[1] covid
[1] maskup
[1] getvaccinatedasap

Top Hashtags in Tweet in G10:
[12] covid19
[5] cuba
[4] covax
[4] sdrs
[4] globalcitizen
[4] covidsummit
[3] unga76
[3] unga
[2] rdc_onu
[2] ag_onu

Top Words
Top Words in Tweet in Entire Graph:
[7410] covid
[7082] 19
[671] vaccine
[472] contra
[456] #covid19
[413] people
[404] vaccines
[402] more
[376] dan
[369] 2021

Top Words in Tweet in G1:
[1154] covid
[1126] 19
[111] vaccine
[75] contra
[64] health
[64] cases
[59] #covid19
[58] 2021
[58] pandemic
[54] vaccination

Top Words in Tweet in G2:
[263] 19
[260] covid
[151] kes
[140] dan
[93] kkmputrajaya
[76] adalah
[73] ini
[66] vaksin
[66] melalui
[63] yang

Top Words in Tweet in G3:
[74] covid
[73] 19
[34] narendramodi
[31] क
[24] india
[24] pm
[23] र
[17] world
[16] pandemic
[16] global

Top Words in Tweet in G4:
[66] 19
[59] covid
[34] #cuba
[33] contra
[32] dosis
[29] población
[24] todas
[21] cuenta
[19] cuba
[18] #covid19

Top Words in Tweet in G5:
[82] 19
[77] covid
[45] #covid_19
[43] contra
[33] salud
[33] contagios
[29] pacientes
[28] total
[27] #venezuela
[25] prevención

Top Words in Tweet in G6:
[159] covid
[146] 19
[43] foi
[41] médico
[41] anthony
[41] wong
[41] morreu
[40] bolsonaro
[39] isso
[38] em

Top Words in Tweet in G7:
[132] covid
[130] 19
[52] doctormacias
[36] pandemia
[34] cambió
[34] conceptos
[34] creíamos
[34] gotas
[34] respiratorias
[34] micras

Top Words in Tweet in G8:
[72] rwmalonemd
[65] covid
[64] 19
[48] vaccinating
[36] against
[34] children
[34] peer
[34] reviewed
[34] published
[34] credible

Top Words in Tweet in G9:
[97] covid
[96] 19
[75] eduardo
[75] bolsonaro
[74] mais
[73] bcpolitica
[16] em
[15] prevent
[15] senior
[14] estadao

Top Words in Tweet in G10:
[84] 19
[82] covid
[30] potus
[24] vaccines
[20] vaccine
[19] million
[16] today
[15] pfizer
[15] people
[14] united

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[6883] covid,19
[393] contra,covid
[379] 19,vaccine
[237] against,covid
[178] 19,pandemic
[175] 19,vaccines
[129] 19,vaccination
[123] 19,cases
[123] eduardo,bolsonaro
[118] positivo,covid

Top Word Pairs in Tweet in G1:
[1091] covid,19
[79] 19,vaccine
[66] contra,covid
[31] 19,pandemic
[29] 19,cases
[23] 19,vaccination
[22] against,covid
[22] 19,vaccines
[20] casos,covid
[17] 19,aşısı

Top Word Pairs in Tweet in G2:
[260] covid,19
[54] september,2021
[53] kes,covid
[34] fokus,penyampaian
[34] penyampaian,maklumat
[34] maklumat,peralihan
[33] peralihan,lembah
[33] lembah,klang
[33] klang,ke
[33] ke,fasa

Top Word Pairs in Tweet in G3:
[63] covid,19
[16] 19,summit
[14] global,covid
[13] pm,narendramodi
[11] against,covid
[9] fight,against
[8] remarks,global
[8] #covid,19
[7] narendramodi,ji
[7] 83,crore

Top Word Pairs in Tweet in G4:
[58] covid,19
[25] contra,covid
[24] todas,dosis
[19] cuenta,todas
[19] población,contra
[17] dosis,vacunar
[17] vacunar,población
[15] cuba,cuenta
[9] presidente,biocubafarma
[9] dosis,vacunas

Top Word Pairs in Tweet in G5:
[77] covid,19
[37] contra,covid
[23] #covid_19,estadísticas
[23] estadísticas,generales
[23] generales,coronavirus
[23] coronavirus,#venezuela
[23] #venezuela,total
[23] total,contagios
[19] libertad003,#covid_19
[19] pacientes,recuper

Top Word Pairs in Tweet in G6:
[143] covid,19
[41] anthony,wong
[41] wong,morreu
[41] morreu,covid
[35] médico,negacionista
[35] negacionista,anthony
[35] 19,mas
[35] mas,isso
[35] isso,foi
[35] foi,escondido

Top Word Pairs in Tweet in G7:
[130] covid,19
[36] pandemia,covid
[34] 19,cambió
[34] cambió,conceptos
[34] conceptos,creíamos
[34] creíamos,gotas
[34] gotas,respiratorias
[34] respiratorias,micras
[34] micras,podían
[34] podían,flotar

Top Word Pairs in Tweet in G8:
[64] covid,19
[36] against,covid
[34] vaccinating,children
[34] children,against
[34] 19,peer
[34] peer,reviewed
[34] reviewed,published
[34] published,credible
[34] credible,journal
[34] journal,impact

Top Word Pairs in Tweet in G9:
[96] covid,19
[75] eduardo,bolsonaro
[75] bolsonaro,covid
[74] mais,eduardo
[73] bcpolitica,mais
[15] prevent,senior
[8] neto,diz
[8] diz,avô
[8] avô,vítima
[8] vítima,covid

Top Word Pairs in Tweet in G10:
[82] covid,19
[14] pfizer,covid
[14] 19,vaccines
[12] 19,vaccine
[12] clear,way
[12] way,defeat
[12] defeat,covid
[12] 19,protect
[12] protect,american
[12] american,people

Top Replied-To
Top Replied-To in Entire Graph:
@jasminexxx11
@foxnews
@govrondesantis
@jpenerangan
@gameofbitcoin
@johncornyn
@sentedcruz
@washingtonpost
@revistaistoe
@jawapos

Top Replied-To in G2:
@jpenerangan
@khairykj

Top Replied-To in G3:
@meaindia
@veronica_veroh
@ugc_india
@laxmandora4
@pmoindia

Top Replied-To in G4:
@valoresteam
@edmartbcf

Top Replied-To in G6:
@leonelradde
@deputadofederal

Top Replied-To in G7:
@ayaleja

Top Replied-To in G8:
@rwmalonemd
@hhmartinl
@drzemouri

Top Replied-To in G9:
@estadaopolitica

Top Replied-To in G10:
@zambezikunaka19
@gugachacra
@toaster_pastry

Top Mentioned
Top Mentioned in Entire Graph:
@kkmputrajaya
@bcpolitica
@rwmalonemd
@familyguyonfox
@thaipbs
@doctormacias
@dwuhlfelderlaw
@jokowi
@ismailsabri60
@narendramodi

Top Mentioned in G1:
@jeapam
@thewalsallhub
@gemvep_usach
@lycounitedway
@antiguanewsroom
@saavedraonline
@antonio28391056
@mlyu63715
@colakrengin
@hibritais_835

Top Mentioned in G2:
@kkmputrajaya
@jpenerangan
@japenwpkl
@dghisham
@khairykj
@hmetromy
@501awani
@japensarawak
@kkmm_gov
@annuarmusa

Top Mentioned in G3:
@narendramodi
@who
@mygovindia
@mohfw_india
@covidnewsbymib
@pmoindia
@geethak_mp
@dpradhanbjp
@loudobbs
@bjp4india

Top Mentioned in G4:
@biocubafarma
@granma_digital
@diazcanelb
@prensalatina_cu
@finlayinstituto
@presidenciacuba
@minsapcuba
@opsoms
@edmartbcf
@alejandrogilf

Top Mentioned in G5:
@nicolasmaduro
@libertad003
@iaim_ve
@vtvcanal8
@arnosf
@czgnb_44
@presidencialven
@gbcmdte21gnb
@barinascz33
@minsa_peru

Top Mentioned in G6:
@uolnoticias
@revistapiaui
@brasil247
@uol
@jornaloglobo
@cnnbrasil
@deputadofederal
@revistaoeste
@philliphonorato
@portalr7

Top Mentioned in G7:
@doctormacias
@lopezdoriga
@ap
@hhsgov
@tresearchmx
@denisemaerker
@drtonyleachon
@intramednet
@nikkifried
@pbpost

Top Mentioned in G8:
@rwmalonemd
@lokenyon
@danno321s
@polucionbogota
@bordersagainst
@dryburghdotcom
@birb_k
@hhmartinl
@fatemperor
@nickhudsonct

Top Mentioned in G9:
@bcpolitica
@estadao
@estadaopolitica
@sound3vision
@molote_molote
@marcianobrito13
@sputnik_brasil
@adsump

Top Mentioned in G10:
@potus
@secblinken
@cnnbrk
@_africanunion
@statedept
@kjp46
@presidence_rdc
@vp
@gavi
@onu_es

Top Tweeters
Top Tweeters in Entire Graph:
@elnacionalweb
@caraotadigital
@tomthunkitsmind
@dolartoday
@rashidaldosari
@threadreaderapp
@sunoticiero
@marshawright
@kompascom
@detikcom

Top Tweeters in G1:
@dolartoday
@sunoticiero
@ultratextual
@republikaonline
@liputan6dotcom
@newsoneplace
@andyvermaut
@poandpo
@crweworld
@lado_mx

Top Tweeters in G2:
@akmalarif90
@501awani
@bernamadotcom
@itshxnr
@yusurisan
@hmetromy
@meknimmm
@ammxr_z
@aqimnajmi
@adibahnoor

Top Tweeters in G3:
@wadakashiho
@rakesh25182
@aajtak
@economictimes
@etnowlive
@njmike731
@outlookindia
@monitor_ph
@sat_gollapudi
@bjp4india

Top Tweeters in G4:
@richardjro
@perunews
@gizlaine2
@alelross198
@prensalatina_cu
@carrizal_cdi
@jl_rodriguez91
@marbenias
@carlotresero
@granma_digital

Top Tweeters in G5:
@telesurtv
@vtvcanal8
@dzbb
@rnvinformativa
@luiscarrillo66
@jonatha718
@observadbinario
@mayemar1972
@cancilleriave
@eliecerfilo

Top Tweeters in G6:
@diraholanda
@arte_prima
@uolnoticias
@portalr7
@uol
@jornaloglobo
@sepalestrina
@rafaelalvesilva
@rdguaibaoficial
@kassimentz

Top Tweeters in G7:
@josbondi
@lopezdoriga
@ap
@ecuacion2010
@pbpost
@andresrguez
@zaleskiluke
@berthahistoria
@pepewam13
@deepen915

Top Tweeters in G8:
@wla1_hsteps
@lheal
@olorasocarrim
@ayogesa
@c_hopp2014
@polucionbogota
@fatemperor
@ronald3
@navynotnuclear
@hhmartinl

Top Tweeters in G9:
@trunfim
@adsump
@estadao
@marcianobrito13
@rwstico
@so__observo
@gallyfornia
@eltoncesara
@suxbernardo
@jrcristyear

Top Tweeters in G10:
@rashidaldosari
@7b73f39b85e1415
@darylgibson
@olukayblark
@shirleydebalsi
@virgilioponce
@guajiritasoy
@bloodlinefranco
@radiococonline
@madonnalovedale