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COVID-19_2022-01-14_00-00-01.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
January 14, 2022
Short Description:
COVID-19 via NodeXL https://bit.ly/3GsTuuR
@nature4ver
@pmoindia
@narendramodi
@lopezobrador_
@triniliciousd
@ktrtrs
@myogiadityanath
@marioma65401567
@hlgatell
@mansukhmandviya

Top hashtags:
#covid19
#covid_19
#covid
#coronavirus
#omicron
#askktr
#cabalgata
#reyes

Description:
Description
The graph represents a network of 10,377 Twitter users whose tweets in the requested range contained "COVID-19", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 14 January 2022 at 08:29 UTC.

The requested start date was Friday, 14 January 2022 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, 4-minute period from Tuesday, 11 January 2022 at 12:13 UTC to Thursday, 13 January 2022 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 : 10377
Unique Edges : 5398
Edges With Duplicates : 11986
Total Edges : 17384
Number of Edge Types : 5
Tweet : 3595
Retweet : 5355
MentionsInRetweet : 6030
Mentions : 1982
Replies to : 422
Self-Loops : 3664
Reciprocated Vertex Pair Ratio : 0.0034956304619226
Reciprocated Edge Ratio : 0.00696690719084349
Connected Components : 3244
Single-Vertex Connected Components : 1193
Maximum Vertices in a Connected Component : 474
Maximum Edges in a Connected Component : 1164
Maximum Geodesic Distance (Diameter) : 19
Average Geodesic Distance : 4.727832
Graph Density : 7.46528207324053E-05
Modularity : 0.543573
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 10,377 Twitter users whose tweets in the requested range contained "COVID-19", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 14 January 2022 at 08:29 UTC.

The requested start date was Friday, 14 January 2022 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, 4-minute period from Tuesday, 11 January 2022 at 12:13 UTC to Thursday, 13 January 2022 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:
[29] http://obamaschannel.blogspot.com/2022/01/cabalgata-reyes-magos-2022-pamplona.html?m=1
[27] https://www.youtube.com/watch?v=0Klt6bZv-zg&feature=youtu.be

[23] https://www.bloomberg.com/tosv2.html?vid=&uuid=f9e751f5-732f-11ec-99e4-42586d497579&url=L25ld3MvYXJ0aWNsZXMvMjAyMi0wMS0xMS9yZXBlYXQtYm9vc3Rlci1zaG90cy1yaXNrLW92ZXJsb2FkaW5nLWltbXVuZS1zeXN0ZW0tZW1hLXNheXM=
[17] https://www.forbes.com/sites/ajherrington/2022/01/11/study-finds-cannabis-compounds-prevent-infection-by-covid-19-virus/
[17] https://www.zerohedge.com/covid-19/hidden-military-documents-reveal-nih-intent-create-sars-cov-2-using-gain-function-research
[13] https://public.tableau.com/profile/public.health.wales.health.protection#!/vizhome/RapidCOVID-19virology-Public/Headlinesummary
[13] https://public.tableau.com/views/RapidCOVID-19virology-Mobilefriendly/Summary?%3AshowVizHome=no&%3Aembed=true#2
[13] https://www.zerohedge.com/covid-19/china-tightens-lockdown-measures-omicron-spreads-another-port-city
[11] https://www.theepochtimes.com/fully-vaccinated-australians-in-hospital-with-covid-19-surpass-unvaccinated_4207135.html?utm_source=News&utm_campaign=breaking-2022-01-12-4&utm_medium=email&est=fH9u6EwAkkAgaic80RAEdrunzykKW4pmcAwm%2FmDHP2b%2FlDLzFi%2BVABBKlKAsbbLk1BY%3D
[11] https://www1.nyc.gov/site/doh/covid/covid-19-data.page#daily

Top URLs in Tweet in G1:
[5] https://www.forbes.com/sites/ajherrington/2022/01/11/study-finds-cannabis-compounds-prevent-infection-by-covid-19-virus/
[5] https://www.instagram.com/accounts/login/
[4] https://www.cvs.com/minuteclinic/covid-19-testing/covid-scheduler?symptoms=covid
[3] https://www.diariocontraste.com/2022/01/region-capital-se-mantiene-en-el-primer-lugar-de-nuevos-contagios-covid-19/
[3] https://twinybots.ch/
[3] https://oglobo.globo.com/rio/entre-os-internados-com-covid-19-no-rio-90-nao-tem-esquema-vacinal-completo-cerca-de-40-nao-tomaram-dose-alguma-1-25350530?utm_source=Twitter&utm_medium=Social&utm_campaign=compartilhar
[3] https://northernnatalnews.co.za/lnn/1163023/heres-how-to-reinstate-your-covid-19-srd-grant-in-2022
[3] https://www.dn.se/sverige/professor-kan-snart-vara-dags-att-sluta-klassa-covid-19-som-samhallsfarlig/
[3] https://www.redbolivision.tv.bo/noticia/preocupacion-en-la-paz-largas-filas-por-una-prueba-contra-el-covid-19/
[3] https://besthinditech.com/pfizer-covid-19-antiviral-pills-arrive-in-skorea/

Top URLs in Tweet in G2:
[2] https://www.theglobeandmail.com/canada/article-alberta-unions-call-for-circuit-breaker-covid-19-lockdown-but-premier/

Top URLs in Tweet in G3:
[3] https://www.gadgetsnow.com/slideshows/covid-19-surge-9-gadgets-to-help-you-monitor-oxygen-level-sanitise-items-and-more/photolist/88854397.cms?utm_source=twitter&utm_medium=social&utm_campaign=GNWeb
[2] https://portal.cvms.vic.gov.au/
[2] https://www.cidrap.umn.edu/news-perspective/2022/01/global-covid-19-cases-continue-spike-deaths-stable
[2] http://toi.in/micron/redirect.html?str=nO2TZa40/a24gk
[2] https://zeenews.india.com/india/jammu-and-kashmir-witnesses-sharp-rise-in-covid-19-cases-omicron-tally-reaches-23-2427644.html
[2] http://toi.in/micron/redirect.html?str=U3hoNZ81/a24gk
[2] https://floridapolitics.com/archives/485497-in-state-of-the-state-ron-desantis-calls-florida-freedoms-vanguard-after-nearly-two-years-of-covid-19/
[1] https://twitter.com/lopezobrador_/status/1480692416579620869
[1] https://covid-vaccine.healthdirect.gov.au/booking/
[1] https://www.coronavirus.vic.gov.au/vaccination-information-children-and-teenagers

Top URLs in Tweet in G5:
[3] https://www.miamiherald.com/news/local/news-columns-blogs/fabiola-santiago/article257211407.html?taid=61deb6b7ed344f0001a5e4d0&utm_campaign=trueanthem&utm_medium=trueanthem&utm_source=twitter
[2] https://www.vtv.gob.ve/diaz-canel-recuperacion-lopez-obrador-covid-19/
[2] https://www.vtv.gob.ve/lopez-obrador-sentirse-bien-diagnostico-covid-19/
[2] https://fusernews.com/de-la-gripezinha-al-omicron-no-ha-matado-a-nadie-bolsonaro-sigue-negando-impacto-del-covid-19/
[2] https://www.miamidade.gov/information/library/2022-01-11-covid-dashboard.pdf
[2] https://venezuela-news.com/cancelan-vuelos-argentina-aumento-casos-covid-19/
[2] https://fusernews.com/espana-evalua-asumir-el-covid-19-como-gripe-endemica/
[1] https://www.vtv.gob.ve/estudiantes-de-maturin-regresan-a-clases-semipresenciales-con-proteccion-contra-la-covid-19/
[1] https://www.vtv.gob.ve/dia-666-lucha-contra-covid-venezuela-10012022/
[1] https://www.vtv.gob.ve/uruguay-vacunacion-ninos-covid/

Top URLs in Tweet in G6:
[2] https://www.lefigaro.fr/actualite-france/covid-19-a-l-ecole-l-etat-psychique-et-emotionnel-des-enfants-inquiete-20220112?origine=VWT16001&utm_campaign=echobox&utm_medium=Social&utm_source=Twitter
[2] https://www.rtl.be/info/monde/europe/le-variant-omicron-va-faire-sortir-le-covid-19-de-la-phase-pandemique-estime-l-agence-europeenne-des-medicaments-1349622.aspx
[2] https://www.lefigaro.fr/actualite-france/covid-19-a-l-ecole-l-etat-psychique-et-emotionnel-des-enfants-inquiete-20220112
[2] https://video.lefigaro.fr/figaro/video/covid-19-omicron-va-faire-sortir-le-covid-19-de-la-phase-pandemique-estime-lema/
[2] https://www.lefigaro.fr/flash-actu/omicron-va-faire-sortir-le-covid-19-de-la-phase-pandemique-estime-l-agence-europeenne-des-medicaments-20220111
[2] https://www.ladepeche.fr/2022/01/10/covid-19-un-rhume-protegerait-des-variants-omicron-et-delta-10037716.php#xtor=%5B%5Bddm-ladepechedumidi
[1] https://www.leparisien.fr/societe/sante/covid-19-greve-des-enseignants-ce-jeudi-contre-les-protocoles-sanitaires-le-senat-modifie-le-projet-de-loi-sur-le-passe-vaccinal-suivez-notre-direct-13-01-2022-EGMWTEGO7ZF5HKHWN7RNUPZQBA.php
[1] https://www.leparisien.fr/societe/sante/covid-19-les-autotests-sont-ils-fiables-face-a-omicron-31-12-2021-XCP6JCQFCRCXPEPWUKXOX73ZEA.php
[1] https://www.academie-medecine.fr/obligation-vaccinale-contre-la-covid-19-osons-franchir-le-pas/
[1] https://www.liberation.fr/checknews/quel-est-le-vrai-taux-doccupation-des-lits-de-reanimation-par-des-patients-covid-19-20220112_SMOLNOK3EVBZFFV6OC4H2AJM64/

Top URLs in Tweet in G7:
[2] http://www.xeu.mx/nota.cfm?id=1196204&t=cannabis-podria-prevenir-el-covid19-revela-estudio
[2] http://www.xeu.mx/nota.cfm?id=1196174&t=ocupacion
[2] https://www.forbes.com.mx/politica-amlo-asegura-que-no-mentir-y-tener-la-conciencia-limpia-previene-el-contagio-de-covid-19/
[1] https://bit.ly/3r7EprS
[1] https://bit.ly/3notedr
[1] https://bit.ly/3tgbiFK
[1] https://lopezdoriga.com/nacional/mexico-covid-19-coronavirus-pandemia-epidemia-11-01-2022/
[1] https://mile.io/3tktrSL
[1] https://www.milenio.com/politica/comunidad/claudia-sheinbaum-da-negativo-a-covid-19-tras-contagio-de-amlo
[1] https://mile.io/3GgVdTD

Top URLs in Tweet in G8:
[6] https://www.granma.cu/cuba-covid-19/2022-01-11/con-la-variante-omicron-no-podemos-confiarnos-para-nada-advierte-primer-ministro-11-01-2022-21-01-58
[3] https://www.granma.cu/cuba/2022-01-11/convalecientes-de-la-covid-19-podran-recibir-dosis-de-refuerzo-de-soberana-plus-video
[2] https://bit.ly/3qit3lQ
[2] http://www.acn.cu/salud/89531-aprueba-minsap-nuevos-protocolos-para-el-combate-a-la-covid-19
[2] http://www.cubadebate.cu/noticias/2022/01/11/banco-centroamericano-de-integracion-economica-aprueba-financiamiento-a-cuba-para-enfrentar-la-covid-19/
[2] https://www.mincex.gob.cu/index.php/site/dataa/?lang=es&location=Noticia&title=Agradece+Siria+a+Cuba+donativo+de+vacunas+para+combatir+la+COVID-19
[1] https://salud.msp.gob.cu/el-ministerio-de-salud-publica-adopta-nuevos-protocolos-para-el-enfrentamiento-a-la-covid-19/
[1] https://bit.ly/3tmTXLm
[1] https://www.youtube.com/watch?v=e9xmxrS2r2Q&feature=youtu.be

[1] https://www.granma.cu/cuba/2022-01-11/aprueba-financiamiento-a-cuba-el-bcie-para-apoyar-el-combate-a-la-covid-19-11-01-2022-23-01-40

Top URLs in Tweet in G9:
[11] https://www.reuters.com/business/healthcare-pharmaceuticals/who-warns-against-treating-covid-19-like-flu-2022-01-11/?taid=61dd74cded344f0001a59fa2&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[6] https://www.reuters.com/business/healthcare-pharmaceuticals/polands-total-covid-19-death-toll-passes-100000-2022-01-11/?taid=61ddc7fded344f0001a5b131&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[5] https://www.reuters.com/business/healthcare-pharmaceuticals/south-korea-deploy-pfizer-covid-19-pills-omicron-wave-looms-2022-01-13/?taid=61e01572df9b5d00016f8ebc&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[5] https://www.reuters.com/world/americas/canadian-truckers-stay-exempt-covid-19-vaccine-requirements-2022-01-13/?taid=61e002b1df9b5d00016f8b19&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[4] https://www.reuters.com/world/us/us-business-fears-never-ending-liability-take-home-covid-19-lawsuits-2022-01-12/?taid=61dec2e9b732710001517c57&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[4] https://www.theguardian.com/world/2022/jan/11/will-covid-19-become-less-dangerous-as-it-evolves?utm_term=Autofeed&CMP=twt_gu&utm_source=Twitter&utm_medium#Echobox=1641901933
[3] https://www.reuters.com/markets/europe/spains-pharmamar-says-potential-covid-19-treatment-shows-efficacy-against-2022-01-11/?taid=61dd59d9b7327100015135a1&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[3] https://www.reuters.com/world/us/us-govt-increase-covid-19-tests-schools-by-10-mln-per-month-2022-01-12/?taid=61dec3f7ed344f0001a5e7d4&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[3] https://www.reuters.com/world/europe/french-teachers-strike-over-chaotic-covid-19-strategy-schools-2022-01-13/?taid=61e0131bed344f0001a63338&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[2] https://www.reuters.com/business/healthcare-pharmaceuticals/polands-total-covid-19-death-toll-passes-100000-2022-01-11/?taid=61dd7e2fed344f0001a5a12e&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter

Top URLs in Tweet in G10:
[7] https://zeenews.india.com/india/nsui-demands-online-exams-amid-surging-covid-19-cases-2427233.html
[1] https://twitter.com/KTRTRS/status/1481593983629688835
[1] https://twitter.com/KTRTRS/status/1481589674766647302

Top Domains
Top Domains in Tweet in Entire Graph:
[196] twitter.com
[109] com.br
[85] reuters.com
[78] zerohedge.com
[72] youtube.com
[59] bit.ly
[43] blogspot.com
[41] globo.com
[40] trib.al
[38] co.uk

Top Domains in Tweet in G1:
[59] com.br
[54] twitter.com
[30] co.za
[20] co.uk
[12] forbes.com
[12] com.mx
[11] cnn.com
[10] com.ar
[10] globo.com
[9] ctvnews.ca

Top Domains in Tweet in G2:
[2] theglobeandmail.com

Top Domains in Tweet in G3:
[4] gov.au
[4] toi.in
[3] gadgetsnow.com
[2] twitter.com
[2] umn.edu
[2] india.com
[2] floridapolitics.com
[1] mygov.in
[1] indiatimes.com
[1] freepressindia.in

Top Domains in Tweet in G5:
[8] gob.ve
[6] fusernews.com
[3] miamidade.gov
[3] miamiherald.com
[3] venezuela-news.com
[2] bit.ly
[2] youtube.com
[1] tiktok.com
[1] buff.ly
[1] volusia.org

Top Domains in Tweet in G6:
[14] lefigaro.fr
[3] ladepeche.fr
[2] leparisien.fr
[2] rtl.be
[1] academie-medecine.fr
[1] liberation.fr
[1] bfmtv.com
[1] courrierinternational.com
[1] euractiv.fr
[1] reuters.com

Top Domains in Tweet in G7:
[5] xeu.mx
[4] bit.ly
[3] com.mx
[2] mile.io
[1] lopezdoriga.com
[1] milenio.com
[1] paho.org
[1] gov.uk
[1] latinus.us

Top Domains in Tweet in G8:
[11] granma.cu
[3] bit.ly
[3] gob.cu
[3] acn.cu
[3] cubadebate.cu
[2] youtube.com
[2] pcc.cu
[1] 19.se

Top Domains in Tweet in G9:
[45] reuters.com
[7] reut.rs
[4] theguardian.com
[1] wbez.org
[1] redsindicalvenezolana.com
[1] jpost.com
[1] umn.edu
[1] co.jp

Top Domains in Tweet in G10:
[7] india.com
[2] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[388] covid19
[347] covid_19
[130] covid
[71] coronavirus
[70] omicron
[65] askktr
[56] cabalgata
[56] reyes
[49] pasaportecovid
[39] fightagainstcovid



Top Hashtags in Tweet in G1:
[64] covid19
[56] covid_19
[28] coronavirus
[23] covid
[13] omicron
[10] crimesagainsthumanity
[10] 2022jan12coup
[10] whatshappeninginmyanmar
[7] news
[7] فيروس_كورونا_المستجدّ

Top Hashtags in Tweet in G3:
[27] postpone_uppsc_mains2021
[8] uppcsmains2021
[7] upscextraattempt
[6] covid19
[6] covid
[5] indiafightscorona
[5] extraattemptforall
[4] तय_शेड्यूल_पर_बहाली_हो
[3] omicron
[3] covid_19

Top Hashtags in Tweet in G5:
[17] produciresvencer
[13] unidadluchayvictoria
[13] puebloenunidadpatriótica
[12] 12ene
[10] poramoracaracas
[9] entérate
[6] entiktok
[6] 13ene
[6] covid_19
[5] atención

Top Hashtags in Tweet in G6:
[9] covid_19
[8] covid19
[6] passevaccinal
[5] france
[5] espagne
[4] lancet
[4] véran
[3] passesanitaire
[2] votreavis
[2] macron

Top Hashtags in Tweet in G7:
[3] domandolapandemia
[3] comoanilloaldedo
[3] méxicoejemplomundial
[2] video
[2] enprivado
[2] tech
[2] bocadelrio
[2] lamañanera
[1] milenio20h
[1] news

Top Hashtags in Tweet in G8:
[19] cuba
[12] cubavive
[10] cubaporlavida
[7] covid19
[4] covid_19
[3] cubaporlasalud
[3] vacunas
[2] bcie
[2] matancerosenvictoria
[2] cubaviveyprotege

Top Hashtags in Tweet in G9:
[20] update
[4] coronavirus
[3] covid19
[2] breaking
[2] 11ene
[2] eeuu
[1] 13ene
[1] venezuela
[1] china
[1] omicron

Top Hashtags in Tweet in G10:
[65] askktr
[19] postponetsbdsexams
[2] askktrstudents
[2] postponebdsexams
[2] postponetsbdsexam
[2] postpone
[1] postponeknruhsexams
[1] ktr
[1] covid

Top Words
Top Words in Tweet in Entire Graph:
[7583] covid
[7196] 19
[452] cases
[410] 2022
[398] contra
[388] #covid19
[376] time
[366] casos
[347] #covid_19
[325] mask

Top Words in Tweet in G1:
[1115] covid
[1082] 19
[97] 2022
[65] cases
[64] #covid19
[60] casos
[56] omicron
[56] #covid_19
[55] contra
[45] test

Top Words in Tweet in G2:
[271] covid
[271] 19
[269] forced
[269] wear
[269] mask
[269] glasses
[269] same
[269] time
[269] entitled
[269] condensation

Top Words in Tweet in G3:
[168] covid
[164] 19
[100] क
[74] cases
[56] narendramodi
[45] स
[40] india
[40] र
[39] य
[37] pm

Top Words in Tweet in G4:
[135] covid
[135] 19
[120] pessoas
[119] há
[119] ano
[119] atrás
[119] morriam
[119] entubadas
[119] conta
[119] eu

Top Words in Tweet in G5:
[125] covid
[122] 19
[52] contra
[40] casos
[34] nuevos
[33] nicolasmaduro
[27] medidas
[26] vacunación
[25] venezuela
[22] bioseguridad

Top Words in Tweet in G6:
[67] covid
[57] 19
[31] alicedesbiolles
[29] passe
[20] contaminations
[19] épidémie
[19] nombre
[17] réanimation
[17] gravité
[17] devrait

Top Words in Tweet in G7:
[80] covid
[79] 19
[23] lopezobrador_
[22] casos
[16] presidente
[16] hectorrossete
[16] ómicron
[16] doctormacias
[13] méxico
[13] prueba

Top Words in Tweet in G8:
[39] covid
[39] 19
[21] ante
[20] #cuba
[18] ómicron
[18] bcie
[17] variante
[15] primer
[15] financiamiento
[14] cuba

Top Words in Tweet in G9:
[97] covid
[88] 19
[50] reuters
[25] djokovic
[20] #update
[19] afp
[18] admits
[18] meeting
[18] journalist
[18] knew

Top Words in Tweet in G10:
[97] 19
[88] covid
[87] students
[79] many
[73] bds
[71] tested
[65] #askktr
[61] positive
[58] exams
[58] sir

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[6948] covid,19
[335] contra,covid
[281] wear,mask
[272] 19,forced
[272] same,time
[270] forced,wear
[270] mask,glasses
[270] glasses,same
[270] time,entitled
[270] entitled,condensation

Top Word Pairs in Tweet in G1:
[1059] covid,19
[45] contra,covid
[39] 19,cases
[28] national,focus
[28] focus,reinstate
[28] reinstate,covid
[28] 19,srd
[28] srd,grant
[28] grant,2022
[24] positive,covid

Top Word Pairs in Tweet in G2:
[271] covid,19
[269] 19,forced
[269] forced,wear
[269] wear,mask
[269] mask,glasses
[269] glasses,same
[269] same,time
[269] time,entitled
[269] entitled,condensation
[268] triniliciousd,covid

Top Word Pairs in Tweet in G3:
[158] covid,19
[38] cases,covid
[30] shri,narendramodi
[30] narendramodi,ji
[29] pm,shri
[20] 19,india
[20] 19,cases
[19] virtual,meeting
[18] keeping,mind
[18] mind,increasing

Top Word Pairs in Tweet in G4:
[135] covid,19
[119] há,ano
[119] ano,atrás
[119] atrás,pessoas
[119] pessoas,morriam
[119] morriam,entubadas
[119] entubadas,conta
[119] conta,covid
[119] 19,eu
[119] eu,lembro

Top Word Pairs in Tweet in G5:
[120] covid,19
[49] contra,covid
[33] casos,covid
[23] nuevos,casos
[19] medidas,bioseguridad
[17] detectados,últimas
[17] últimas,24
[17] 24,horas
[17] horas,autoridades
[17] mantengamos,cuidados

Top Word Pairs in Tweet in G6:
[57] covid,19
[17] gravité,épidémie
[17] épidémie,covid
[17] 19,devrait
[17] devrait,évaluer
[17] évaluer,nombre
[17] nombre,contaminations
[17] contaminations,incidence
[16] calcul,correct
[16] correct,niveau

Top Word Pairs in Tweet in G7:
[77] covid,19
[13] variante,ómicron
[12] casos,covid
[11] doctormacias,covid
[9] nuestra,solidaridad
[9] solidaridad,hermano
[9] hermano,lopezobrador_
[9] lopezobrador_,encuentra
[9] encuentra,proceso
[9] proceso,recuperación

Top Word Pairs in Tweet in G8:
[37] covid,19
[17] variante,ómicron
[11] financiamiento,cuba
[9] teniendo,cuenta
[9] cuenta,contexto
[9] contexto,epidemiológico
[9] epidemiológico,ante
[9] ante,presencia
[9] presencia,variante
[9] ómicron,necesario

Top Word Pairs in Tweet in G9:
[88] covid,19
[18] afp,#update
[18] #update,djokovic
[18] djokovic,admits
[18] admits,meeting
[18] meeting,journalist
[18] journalist,knew
[18] knew,covid
[18] 19,calling
[18] calling,error

Top Word Pairs in Tweet in G10:
[65] covid,19
[59] students,tested
[58] 19,many
[58] positive,covid
[55] tested,positive
[43] knruhs,bds
[41] regarding,knruhs
[37] well,less
[37] less,week
[35] bds,examinations

Top Replied-To
Top Replied-To in Entire Graph:
@ktrtrs
@foxnews
@mz_gov_pl
@sesa_qroo
@time
@loudalton27
@jsuisgemo
@coloidesoxigeno
@dwilaylaa
@redsteeze

Top Replied-To in G3:
@abc730
@74_alok
@bteuplucknow
@withthenation
@upgovt
@iyctripura
@priyanka_847
@quentindempster

Top Replied-To in G6:
@alainhoupert
@valerieboyer13

Top Replied-To in G7:
@hectorrossete
@manuelvegamx
@drgmobius
@fisgonmonero
@m_ebrard
@chumeltorres

Top Replied-To in G8:
@finlayinstituto

Top Replied-To in G10:
@ktrtrs
@trsharish

Top Mentioned
Top Mentioned in Entire Graph:
@triniliciousd
@tainaibi
@jjaranaz94
@narendramodi
@business
@reuters
@traselvalle_obc
@gmmtv
@jangold_
@bpolitics

Top Mentioned in G1:
@lanenagz
@aprovinciadopa
@noelvys8
@deprifrei
@montesclaroscom
@sahabat_warga
@pchaisaran
@vommagazin
@wsav

Top Mentioned in G2:
@triniliciousd
@labourstartcane

Top Mentioned in G3:
@narendramodi
@pmoindia
@myogiadityanath
@myogioffice
@cmofficeup
@ramgopal1985pb
@sanghaviharsh
@mansukhmandviya
@ani
@mygovindia

Top Mentioned in G4:
@tainaibi
@tracklist

Top Mentioned in G5:
@nicolasmaduro
@vtvcanal8
@nahumpsuv
@g0biernocaracas
@gnb_tachira
@somosrmnoticias
@fusernews_
@belisarioyeah
@caraboboinsalud
@elgranchuo1

Top Mentioned in G6:
@alicedesbiolles
@alainhoupert
@le_figaro
@patricecali
@guillaumebarucq
@dreslincourt
@nicolasberrod
@mullerbronnl
@gkierzek
@gouvernementfr

Top Mentioned in G7:
@lopezobrador_
@doctormacias
@hectorrossete
@lopezdoriga
@evoespueblo
@hlgatell
@carlosloret
@eluniversalm
@sedenamx
@chumeltorres

Top Mentioned in G8:
@minsapcuba
@diazcanelb
@granma_digital
@biocubafarma
@bcie_org
@canalcaribecuba
@partidopcc
@rivercuesta
@presidenciacuba
@drrobertomojeda

Top Mentioned in G9:
@reuters
@afp
@jerusalem_post
@guardian
@thrasherxy
@wbezeducation
@sskedreporter
@monitorsaludve
@reuterslatam
@onlyyoontv

Top Mentioned in G10:
@trsharish
@ktrtrs
@shine68594185
@kalojiof
@telanganacmo
@often_calledsam
@poojamendes4
@sreeteja5
@drtamilisaiguv
@rishi_1418

Top Tweeters
Top Tweeters in Entire Graph:
@elnacionalweb
@caraotadigital
@ja8yum
@infoitsport
@tomthunkitsmind
@animalsholbox
@jornalistavitor
@el_cooperante
@knewz_currently
@filafresh

Top Tweeters in G1:
@infoitsport
@jornalistavitor
@el_cooperante
@knewz_currently
@infotextual
@robinsnewswire
@republikaonline
@neoinformes
@zyitegadgets
@liputan6dotcom

Top Tweeters in G2:
@rockkstarrrrr
@shirleydebalsi
@amadafrink
@livelyoongi
@matchabicth
@nuuwuul
@wlldermlnd
@lauren_ashley14
@zickyx
@sathayepp

Top Tweeters in G3:
@davidbewart
@httweets
@timesnow
@timesofindia
@railminindia
@gops33
@indiatodayflash
@ani
@news18up
@zeenewsenglish

Top Tweeters in G4:
@jtwmberlake
@ritaa_pereiraa
@lmjfox
@madupachsz
@anthonny_felixx
@stydiapurposels
@danielafaro_
@judequiwnn
@cacoldaphine
@leormed

Top Tweeters in G5:
@vtvcanal8
@actualidadrt
@partidopsuv
@jonatha718
@alejabolivarian
@gabriela_041672
@miamiherald
@elgranchuo1
@tb_times
@gnb_tachira

Top Tweeters in G6:
@le_figaro
@hscampoy
@ouestfrance
@cvassiviere
@chacha78180
@abou_portant07
@_moritur_lrem
@jackdeliz
@sev14423512
@adrenaline1001

Top Tweeters in G7:
@milenio
@xeunoticias
@lopezdoriga
@lajornadaonline
@rgrustrian
@julian181407
@rajesht28209701
@rauldiazdiez
@edwige_barcourt
@chinchu2870

Top Tweeters in G8:
@sucresabanero
@marxacuchismo
@nataliauci16
@granma_digital
@acn_cuba
@angelmesagort2
@caucagua_cdi
@psierramaestra
@manolitoweb
@canalcaribecuba

Top Tweeters in G9:
@ginniasa
@reuters
@reporteya
@guardian
@tinamorphis
@o_g_log
@sunjayjk
@afis_farisxxvii
@jerusalem_post
@malasqalani

Top Tweeters in G10:
@thrilok2308
@karmveerinc
@nsui
@drtamilisaiguv
@chahar_sukram
@amyehet0_0
@ktrtrs
@syedaasmafatim2
@trsharish
@tsnsui