COVID-19, Twitter, 11/30/2021 3:14:15 PM, 267262


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COVID-19_2021-11-30_00-00-01.xlsx
COVID-19_2021-11-30_00-00-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
November 30, 2021
Short Description:
COVID-19 via NodeXL https://bit.ly/3rosHv2
@luckycharmme
@who
@joebiden
@business
@nicolasmaduro
@soypajariita
@reuters
@prosumersoft
@rohitsinghnegi3
@pmoindia

Top hashtags:
#covid_19
#covid19
#omicron
#covid
#coronavirus
#omicronvariant
#44528
#44526
#44529

Description:
Description
The graph represents a network of 10,196 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 Tuesday, 30 November 2021 at 08:24 UTC.

The requested start date was Tuesday, 30 November 2021 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 3-day, 0-hour, 5-minute period from Friday, 26 November 2021 at 12:12 UTC to Monday, 29 November 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 : 10196
Unique Edges : 5099
Edges With Duplicates : 12177
Total Edges : 17276
Number of Edge Types : 5
Retweet : 5373
MentionsInRetweet : 5977
Tweet : 3505
Mentions : 1921
Replies to : 500
Self-Loops : 3569
Reciprocated Vertex Pair Ratio : 0.00500192381685264
Reciprocated Edge Ratio : 0.00995405819295559
Connected Components : 3158
Single-Vertex Connected Components : 1142
Maximum Vertices in a Connected Component : 971
Maximum Edges in a Connected Component : 2351
Maximum Geodesic Distance (Diameter) : 24
Average Geodesic Distance : 7.52588
Graph Density : 7.53836862237756E-05
Modularity : 0.531822
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 10,196 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 Tuesday, 30 November 2021 at 08:24 UTC.

The requested start date was Tuesday, 30 November 2021 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 3-day, 0-hour, 5-minute period from Friday, 26 November 2021 at 12:12 UTC to Monday, 29 November 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:
[17] https://www.reuters.com/world/europe/swiss-voters-trend-towards-backing-governments-covid-19-response-plan-2021-11-28/?taid=61a371a3838dea0001e1c5ba&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[15] https://trib.al/fJL1pqA
[14] https://public.tableau.com/profile/public.health.wales.health.protection#!/vizhome/RapidCOVID-19virology-Public/Headlinesummary
[13] https://www.reuters.com/world/asia-pacific/philippines-buy-extra-20-mln-doses-pfizers-covid-19-vaccine-2021-11-28/?taid=61a37076a5e4bc0001bd9e06&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[13] https://opensea.io/assets/0x495f947276749ce646f68ac8c248420045cb7b5e/371463007251815113277772771891719747324454848709009608880510524168140226561
[12] https://www.reuters.com/business/healthcare-pharmaceuticals/what-we-know-about-covid-19-variant-detected-south-africa-2021-11-26/?taid=61a0ce99a5e4bc0001bd5848&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[12] https://public.tableau.com/views/RapidCOVID-19virology-Mobilefriendly/Summary?%3AshowVizHome=no&%3Aembed=true#2
[11] https://www.zerohedge.com/covid-19/omicron-extremely-mild-says-doctor-who-first-discovered-strain-numerous-mutations
[11] https://overnu.nl/kinderen-vaccineren-tegen-covid-19/
[11] https://www.weforum.org/agenda/2021/11/how-scientists-detect-new-covid-19-variants/

Top URLs in Tweet in G1:
[5] https://gpiaepap.wordpress.com/2021/11/28/low-in-school-covid-19-transmission-and-asymptomatic-infection-despite-high-community-prevalence/
[5] https://togomedia24.com/2021/11/29/covid-19-les-personnes-de-plus-de-45-ans-soumises-a-une-3eme-dose/
[4] https://dailytelegraph.co.nz/covid-19/crisis-in-slovenia-whistleblower-nurse-says-politicians-receive-saline-instead-of-mrna-jab/
[4] https://kerjha.com/jokowi-minta-apbn-2022-dirancang-responsif-antisipatif-dan-fleksibel/
[3] https://disabilityhorizons.com/2021/11/69-of-disabled-adults-work-was-affected-by-the-covid-19-pandemic/?utm_source=dlvr.it&utm_medium=twitter
[3] https://news.sky.com/story/covid-19-emergence-of-omicron-variant-could-be-down-to-reservoirs-of-virus-in-the-unvaccinated-and-immunosuppressed-12481188
[3] https://www.cnn.com/2021/11/28/health/us-coronavirus-sunday/index.html
[3] https://www.nytimes.com/2021/11/28/world/asia/omicron-variant-name-covid.html
[3] https://www.forbes.com/sites/billybambrough/2021/11/28/a-cryptocurrency-called-omicron-is-suddenly-rocketing-even-as-the-new-covid-19-variant-tanks-the-bitcoin-price-and-crypto-markets/
[3] https://www.theepochtimes.com/naturally-immune-people-at-little-risk-of-reinfection-severe-disease-from-covid-19-study_4126747.html?utm_campaign=socialshare_twitter&utm_source=twitter.com

Top URLs in Tweet in G3:
[14] https://trib.al/fJL1pqA
[5] https://www.alternet.org/2021/11/far-right-michigan-republican-known-for-anti-vaxxer-views-hospitalized-with-19/?utm_source=dlvr.it&utm_medium=twitter
[2] https://trib.al/MKcqYL4
[2] https://www.cnc3.co.tt/who-hosts-special-meeting-on-worrying-new-covid-19-variant/
[2] https://time.com/5883081/covid-19-transmitted-aerosols/
[2] https://www.businessinsider.in/science/health/news/delta-variant-still-responsible-for-99-of-covid-19-cases-globally-says-who/articleshow/87978479.cms
[2] https://www.telegraph.co.uk/news/2021/11/27/government-still-fighting-wrong-war-covid-19/
[2] https://nypost.com/2021/11/26/merck-says-covid-19-pill-not-as-effective-as-they-thought/?utm_medium=SocialFlow&utm_source=NYPTwitter&utm_campaign=SocialFlow
[2] https://www.pbs.org/newshour/
[2] https://www.ecdc.europa.eu/en/covid-19/variants-concern

Top URLs in Tweet in G4:
[2] https://www.nicd.ac.za/diseases-a-z-index/disease-index-covid-19/surveillance-reports/daily-hospital-surveillance-datcov-report/
[2] https://www.abc.net.au/news/2021-06-24/covid-delta-kappa-variant-spread-in-fleeting-moment-nsw-vic/100238680
[2] https://www.tvnz.co.nz/one-news/world/victoria-fighting-fleeting-transmission-records-19-new-covid-cases
[2] https://www.abc.net.au/news/2021-07-17/victoria-lockdown-day-2-concern-over-fleeting-covid-transmission/100300044
[2] https://twitter.com/LuckyCharmMe/status/1417730287954448387
[2] https://fusernews.com/onu-alerta-sobre-aumento-de-violencia-de-genero-durante-la-pandemia-covid-19/?utm_source=dlvr.it&utm_medium=twitter
[1] https://www.reuters.com/world/europe/passengers-south-africa-face-wait-covid-19-testing-amsterdam-2021-11-26/
[1] https://www.cnn.com/world/live-news/covid-variant-omicron-11-29-21/index.html?utm_medium=social&utm_source=twCNN&utm_content=2021-11-29T12:06:23
[1] https://www.whitehouse.gov/briefing-room/statements-releases/2021/11/28/readout-of-president-bidens-meeting-with-covid-19-response-team-on-the-omicron-variant/
[1] https://twitter.com/impact4hc/status/1320030517140533249?s=21

Top URLs in Tweet in G5:
[4] https://www.cnews.fr/france/2021-11-26/covid-19-vivre-avec-des-enfants-augmenterait-de-30-le-risque-detre-contamine
[3] https://www.cnews.fr/france/2021-11-28/covid-19-voici-la-carte-des-pays-ou-il-est-possible-de-voyager-letranger-1154608
[2] https://www.institutjeanlecanuet.org/content/comment-la-crise-de-la-covid-19-interroge-t-elle-le-management
[2] https://www.ncbi.nim.nih.gov/pmc/articles/PMC7664351/
[2] https://www.jci.org/articles/view/140491
[2] https://www.thailandmedical.news/
[2] https://www.jpost.com/health-and-wellness/coronavirus/israel-successfully-completes-covid-19-war-games-684719
[1] https://www.lemonde.fr/les-decodeurs/article/2021/11/19/covid-19-les-arrets-cardiaques-chez-les-jeunes-sportifs-ont-ils-augmente-avec-le-vaccin_6102663_4355770.html
[1] https://www.francetvinfo.fr/sports/foot/portugal-17-joueurs-testes-positifs-au-covid-19-seulement-9-disponibles-l-equipe-de-belenenses-a-l-agonie-contre-benfica_4861537.html
[1] https://www.lefigaro.fr/sciences/covid-19-le-vaccin-proteique-de-novavax-devrait-bientot-arriver-en-europe-20211123

Top URLs in Tweet in G6:
[2] https://n.news.naver.com/entertain/article/009/0004885740
[2] https://entertain.v.daum.net/v/20211128195808164
[1] http://m.tvdaily.co.kr/article.php?aid=16380965201614465010#_enliple

Top URLs in Tweet in G7:
[4] https://fusernews.com/oms-convoca-reunion-de-emergencia-ante-nueva-variante-del-covid-19/
[2] https://twitter.com/i/broadcasts/1djGXPzbpQNGZ
[2] https://www.vtv.gob.ve/jornada-vacunacion-covid-maiquetia-beneficiara-viajeros/
[2] https://www.vtv.gob.ve/unicef-llama-brindar-ayuda-sudafrica-nueva-variante-covid19/
[2] https://fusernews.com/venezuela-reporta-650-contagios-por-covid-19-en-las-ultimas-24-horas/
[2] https://www.telesurtv.net/datafactory/covid/es/indice.html
[1] https://www.vtv.gob.ve/dia-620-lucha-contra-covid-venezuela-25112021/
[1] https://www.vtv.gob.ve/vicepresidenta-delcy-rodriguez-esfuerzos-covid/
[1] https://www.vtv.gob.ve/dia-619-lucha-contra-covid-venezuela-24112021/
[1] https://www.vtv.gob.ve/presidente-rusia-ensayos-clinicos-vacuna-nasal-contra-covid-19/

Top URLs in Tweet in G8:
[14] https://www.reuters.com/world/europe/swiss-voters-trend-towards-backing-governments-covid-19-response-plan-2021-11-28/?taid=61a371a3838dea0001e1c5ba&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[10] https://www.reuters.com/business/healthcare-pharmaceuticals/what-we-know-about-covid-19-variant-detected-south-africa-2021-11-26/?taid=61a0ce99a5e4bc0001bd5848&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[10] https://www.reuters.com/world/asia-pacific/philippines-buy-extra-20-mln-doses-pfizers-covid-19-vaccine-2021-11-28/?taid=61a37076a5e4bc0001bd9e06&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[7] https://www.reuters.com/world/asia-pacific/covid-19-japan-tightens-border-controls-arrivals-six-countries-2021-11-26/?taid=61a0cd6d9a8dbd0001047580&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[4] https://www.reuters.com/world/europe/austria-confirms-first-case-omicron-covid-19-variant-2021-11-29/?taid=61a4be71a5e4bc0001bdbe37&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[4] https://www.japantimes.co.jp/news/2021/11/26/national/japan-tighten-border-6-african-nations/?utm_medium=Social&utm_source=Twitter#Echobox=1637927333
[3] https://www.cgtn.com/special/The-latest-on-the-COVID-19-pandemic.html
[3] https://www.reuters.com/markets/stocks/most-gulf-bourses-slide-fears-over-covid-19-variant-2021-11-28/?taid=61a36e1e838dea0001e1c538&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[3] https://www.reuters.com/business/healthcare-pharmaceuticals/what-we-know-about-covid-19-variant-detected-south-africa-2021-11-26/?taid=61a12686a5e4bc0001bd64a3&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[3] https://www.reuters.com/business/healthcare-pharmaceuticals/portugal-detects-13-cases-omicron-covid-19-variant-2021-11-29/?taid=61a49b47838dea0001e1e56b&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter

Top URLs in Tweet in G9:
[1] https://analisisurbano.org/colombia-suma-51-fallecidos-por-covid-19-y-toma-medidas-contra-la-omicron/175835/
[1] https://apnews.com/article/coronavirus-pandemic-science-health-pandemics-united-nations-fcf28a83c9352a67e50aa2172eb01a2f
[1] https://amp-france24-com.cdn.ampproject.org/v/s/amp.france24.com/es/minuto-a-minuto/20210511-colectas-y-rifas-para-pagar-el-tratamiento-de-covid-19-en-paraguay?amp_js_v=a6&_gsa=1&usqp=mq331AQKKAFQArABIIACAw%3D%3D#aoh=16381013921034&referrer=https%3A%2F%2Fwww.google.com&_tf=De%20%251%24s&share=https%3A%2F%2Fwww.france24.com%2Fes%2Fminuto-a-minuto%2F20210511-colectas-y-rifas-para-pagar-el-tratamiento-de-covid-19-en-paraguay

Top URLs in Tweet in G10:
[2] https://www.thehindu.com/news/national/covid-19-vaccine-for-children-still-away-government/article37037062.ece
[1] https://pib.gov.in/PressReleseDetail.aspx?PRID=1775561

Top Domains
Top Domains in Tweet in Entire Graph:
[229] twitter.com
[105] reuters.com
[72] bit.ly
[69] trib.al
[55] sky.com
[54] co.uk
[42] com.br
[38] nhs.uk
[33] gov.uk
[29] tableau.com

Top Domains in Tweet in G1:
[70] twitter.com
[16] co.uk
[14] com.br
[10] gov.uk
[10] wordpress.com
[10] sky.com
[9] nhs.uk
[8] reuters.com
[8] com.ar
[8] trib.al

Top Domains in Tweet in G3:
[22] trib.al
[8] wsj.com
[7] alternet.org
[4] cnn.it
[4] nbcnews.to
[3] abcn.ws
[3] reuters.com
[3] co.tt
[3] cdc.gov
[3] nypost.com

Top Domains in Tweet in G4:
[5] twitter.com
[4] net.au
[3] ac.za
[2] whitehouse.gov
[2] co.nz
[2] fusernews.com
[1] reuters.com
[1] cnn.com
[1] salon.com
[1] science.org

Top Domains in Tweet in G5:
[7] cnews.fr
[2] lemonde.fr
[2] institutjeanlecanuet.org
[2] rt.com
[2] nih.gov
[2] jci.org
[2] thailandmedical.news
[2] jpost.com
[1] francetvinfo.fr
[1] lefigaro.fr

Top Domains in Tweet in G6:
[2] naver.com
[2] daum.net
[1] co.kr

Top Domains in Tweet in G7:
[16] twitter.com
[10] gob.ve
[6] fusernews.com
[2] telesurtv.net
[1] bit.ly
[1] facebook.com

Top Domains in Tweet in G8:
[69] reuters.com
[10] bloomberg.com
[5] ctvnews.ca
[4] cgtn.com
[4] trib.al
[4] reut.rs
[4] co.jp
[3] aawsat.com
[3] vd.ch
[1] net.au

Top Domains in Tweet in G9:
[1] analisisurbano.org
[1] apnews.com
[1] ampproject.org

Top Domains in Tweet in G10:
[2] thehindu.com
[1] gov.in

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[475] covid_19
[346] covid19
[182] omicron
[136] covid
[111] coronavirus
[57] omicronvariant
[53] 44528
[51] 44526
[40] 44529
[36] usemoseltapaboca



Top Hashtags in Tweet in G1:
[88] covid_19
[64] covid19
[33] coronavirus
[31] omicron
[27] covid
[18] وزارة_الصحة
[16] فيروس_كورونا_المستجدّ
[14] omicronvariant
[12] corona
[12] covidvariant

Top Hashtags in Tweet in G3:
[23] covid19
[3] health
[3] covid_19
[3] vaccinequity
[3] molnupiravir
[3] vaccinated
[2] cleanairholidays
[2] vaccines
[2] iess
[2] omicronvariant

Top Hashtags in Tweet in G4:
[11] covid19
[9] omicron
[5] covid_19
[2] fleeting
[2] delta
[2] totaeuropa
[2] freealexsaab
[2] omicronvariant
[2] ernstderlage
[1] solidaridadconalexsaab

Top Hashtags in Tweet in G5:
[68] covid_19
[14] omicron
[5] balancetonavc
[5] balancetoninfarctus
[5] balancetathrombose
[4] passsanitaire
[3] monde
[3] vaccins
[3] covid19
[3] mariomonti

Top Hashtags in Tweet in G6:
[7] aespa
[4] 에스파

Top Hashtags in Tweet in G7:
[31] usemoseltapaboca
[26] 11/28/2021 12:00:00 AM
[25] cuidatusalud
[25] congresodeciencia2021
[22] covid_19
[9] atención
[8] comunicaciónpopularactiva
[8] ejércitobolivarianobicentenario
[6] fanb
[6] venezuela

Top Hashtags in Tweet in G8:
[7] 28novembre
[5] omicron
[5] covid19
[5] rwanda
[4] lausanne
[3] coronavirus
[3] turkey
[3] loicovid
[3] vaud
[3] chvote

Top Hashtags in Tweet in G9:
[3] russia
[2] noolvidar
[2] elcovidsigueactivo
[2] omicron
[1] colombia

Top Hashtags in Tweet in G10:
[24] jeeadvancedforall2020
[8] jeeadvancedoncemore
[6] bte_exam_online_lo
[4] cisce
[3] lockdown
[3] covid_19
[3] upscextraattempt
[3] upsc
[2] cancelterm1
[2] assam

Top Words
Top Words in Tweet in Entire Graph:
[6917] covid
[6550] 19
[1063] variant
[813] omicron
[475] #covid_19
[460] vaccine
[456] variante
[358] cases
[348] tested
[346] #covid19

Top Words in Tweet in G1:
[1066] covid
[1045] 19
[157] variant
[142] omicron
[88] #covid_19
[72] vaccine
[72] حالة
[64] #covid19
[61] variante
[61] cases

Top Words in Tweet in G2:
[219] ภาพท
[219] เราปล
[219] อยวางไม
[219] ได
[219] เลยค
[219] อภาพท
[219] ช
[219] อ
[219] ค
[219] ณยายบ

Top Words in Tweet in G3:
[192] covid
[181] 19
[75] variant
[35] omicron
[34] africa
[32] fauci
[28] wsj
[26] variants
[24] merck
[23] pill

Top Words in Tweet in G4:
[54] covid
[46] 19
[19] joebiden
[18] variant
[16] south
[16] dr
[15] africa
[15] potus
[13] over
[12] drericding

Top Words in Tweet in G5:
[68] #covid_19
[62] yvespdb
[61] immunité
[61] contre
[60] naturelle
[59] votre
[58] plusieurs
[58] années
[45] covid
[43] par

Top Words in Tweet in G6:
[177] karina
[177] winter
[160] ningning
[148] covid
[148] 19
[143] tested
[139] cold
[103] symptoms
[101] aespresso_sm
[101] landing

Top Words in Tweet in G7:
[174] covid
[174] 19
[52] vtvcanal8
[50] cuidémonos
[46] contra
[44] pandemia
[43] nueva
[42] contagio
[41] cadena
[40] nicolasmaduro

Top Words in Tweet in G8:
[161] 19
[159] covid
[80] variant
[60] reuters
[38] omicron
[36] south
[35] africa
[31] business
[29] swiss
[29] voters

Top Words in Tweet in G9:
[84] covid
[71] variante
[69] urgente
[61] nueva
[53] coronavirus
[52] ómicron
[50] 19
[49] sudáfrica
[49] alertanews24
[48] preparar

Top Words in Tweet in G10:
[71] covid
[61] 19
[26] students
[24] #jeeadvancedforall2020
[16] relaxation
[15] iitbombay
[14] created
[14] areas
[14] pmoindia
[13] narendramodi

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[6352] covid,19
[413] 19,variant
[258] nueva,variante
[256] omicron,variant
[247] 19,vaccine
[227] south,africa
[219] ภาพท,เราปล
[219] เราปล,อยวางไม
[219] อยวางไม,ได
[219] ได,เลยค

Top Word Pairs in Tweet in G1:
[1005] covid,19
[67] 19,variant
[39] omicron,variant
[36] 19,vaccine
[34] lt,gt
[31] contra,covid
[25] south,africa
[25] variante,covid
[25] 19,omicron
[22] nueva,variante

Top Word Pairs in Tweet in G2:
[219] ภาพท,เราปล
[219] เราปล,อยวางไม
[219] อยวางไม,ได
[219] ได,เลยค
[219] เลยค,อภาพท
[219] อภาพท,ช
[219] ช,อ
[219] อ,ค
[219] ค,ณยายบ
[219] ณยายบ,ว

Top Word Pairs in Tweet in G3:
[181] covid,19
[37] 19,variant
[23] 19,pill
[21] 19,variants
[19] omicron,variant
[19] labelled,penalized
[19] occur,randomly
[19] randomly,elsewhere
[18] dr,anthony
[18] anthony,fauci

Top Word Pairs in Tweet in G4:
[41] covid,19
[15] south,africa
[9] gauteng,province
[8] hospitalizations,weeks
[8] today,president
[8] president,joebiden
[8] joebiden,thinking
[8] thinking,families
[8] families,empty
[8] empty,seat

Top Word Pairs in Tweet in G5:
[59] votre,immunité
[59] immunité,naturelle
[58] #covid_19,votre
[58] plusieurs,années
[39] semblerait,lorsque
[39] lorsque,attrapez
[39] attrapez,#covid_19
[39] naturelle,dure
[39] dure,plusieurs
[39] années,mais

Top Word Pairs in Tweet in G6:
[177] karina,winter
[160] winter,ningning
[148] covid,19
[107] tested,covid
[103] ningning,tested
[103] cold,symptoms
[101] 19,landing
[101] landing,cold
[100] aespresso_sm,karina
[100] symptoms,transp

Top Word Pairs in Tweet in G7:
[174] covid,19
[39] cadena,contagio
[33] pandemia,covid
[31] prevención,clave
[31] clave,frenar
[31] frenar,cadena
[31] 19,cumple
[30] nueva,variante
[29] importante,mantener
[29] cuidémonos,prevención

Top Word Pairs in Tweet in G8:
[156] covid,19
[45] 19,variant
[32] south,africa
[29] swiss,voters
[27] omicron,variant
[16] 19,vaccine
[15] voters,backing
[15] backing,government
[15] government,use
[15] use,covid

Top Word Pairs in Tweet in G9:
[57] nueva,variante
[51] urgente,coronavirus
[50] variante,ómicron
[50] covid,19
[45] pregunto,nueva
[45] ómicron,días
[45] días,haberse
[45] haberse,descubierto
[45] descubierto,sudáfrica
[45] sudáfrica,cómo

Top Word Pairs in Tweet in G10:
[61] covid,19
[12] #jeeadvancedforall2020,covid
[12] 19,created
[10] 2022,2020
[10] 2020,batch
[10] batch,students
[10] students,#jeeadvancedforall2020
[9] jee,advanced
[8] request,relaxation
[8] relaxation,jee

Top Replied-To
Top Replied-To in Entire Graph:
@karl_lauterbach
@csholmq
@covid_19_ger
@ar_unida
@amiebaby3691
@cmoguj
@cryptotownama
@vtmnieuws
@kate_cole_
@cspanwj

Top Replied-To in G3:
@wsj
@who
@jlgagnaire
@landnoli
@merck
@jljcolorado
@ecdc_eu
@abc

Top Replied-To in G4:
@cspanwj
@regsprecher
@potus
@drericding
@kamalaharris
@lkeiller
@benkendilluca
@anderson_cwb198
@azerty75_
@say_what_____

Top Replied-To in G5:
@cnews
@txipironcito
@aldosterone111
@lets_go9999
@immortellexiii
@avisparmi

Top Replied-To in G7:
@seniat_oficial
@dcabellor
@vtvcanal8

Top Replied-To in G8:
@framcoiser

Top Replied-To in G9:
@jorge_a_bozzano

Top Replied-To in G10:
@cmoguj
@cbseindia29
@vet_singh
@bhupendrapbjp

Top Mentioned
Top Mentioned in Entire Graph:
@rabaai
@aespresso_sm
@reuters
@yvespdb
@sf9__unofficial
@vtvcanal8
@alertanews24
@governoma
@jorge_a_bozzano
@nicolasmaduro

Top Mentioned in G1:
@twitpollnl
@hiremaidea
@feedynewsbr
@jagdishprasad_1
@fardreamer
@fcpysuncuyo
@redaksiofficial
@777rochat
@silmouss
@chiekobara

Top Mentioned in G2:
@rabaai

Top Mentioned in G3:
@wsj
@nbcnews
@abc
@akin_adesina
@cnn
@who
@cyrilramaphosa
@cdcgov
@huffpost
@martymakary

Top Mentioned in G4:
@joebiden
@potus
@drericding
@kamalaharris
@eu_commission
@newday
@joncoopertweets
@facethenation
@nicd_sa
@emmanuelmacron

Top Mentioned in G5:
@yvespdb
@upr_asselineau
@medic4allhuman
@pinsollet
@cnews
@collcartonjaune
@mounotella
@maxdelvallee
@revelessence
@corinnereverbel

Top Mentioned in G6:
@aespresso_sm
@giselleskr
@aespresso_2
@baemyooji
@minjeong_kr
@aespa_official
@aespaintl
@aespainaunion
@aespaisakami
@aespabra

Top Mentioned in G7:
@vtvcanal8
@nicolasmaduro
@seniat_oficial
@dcabellor
@amabdel1973
@anadelbetancour
@antonio57273710
@edelyisarivas
@apeaelamparo
@minsaludve

Top Mentioned in G8:
@reuters
@business
@etatdevaud
@usambrwanda
@cgtnofficial
@drafzalniaz3
@japantimes
@usaidrwanda
@nikkeiasia
@ctvottawa

Top Mentioned in G9:
@alertanews24
@jorge_a_bozzano
@barbeariapoian
@coronavirusnewv
@mercadosyaccion
@fdoquijano

Top Mentioned in G10:
@iitbombay
@pmoindia
@narendramodi
@dpradhanbjp
@eduminofindia
@iitdelhi
@arvindkejriwal
@iamsaurav_1
@mifelix123
@iitofficials

Top Tweeters
Top Tweeters in Entire Graph:
@caraotadigital
@la_patilla
@el_cooperante
@jornalistavitor
@cryptotraderpro
@threadreaderapp
@ptjasamarga
@sunoticiero
@sportsbookbtc
@kompascom

Top Tweeters in G1:
@cryptotraderpro
@ptjasamarga
@sunoticiero
@sportsbookbtc
@kompascom
@berkleybearnews
@okezonenews
@afropages
@eluniversal
@titrespresse

Top Tweeters in G2:
@ahrerere
@mooningdude26
@itsmepppya
@i_warisara
@fernpcvs
@nooksjtao
@_kkeaw
@ohheyits9
@yoongibam9793
@vwming17

Top Tweeters in G3:
@cnnnews18
@govkhan
@slimchick1900
@emccoy_writer
@njdoc
@huffpost
@cheryl_marlin
@ikateufel
@ds20wk
@nypost

Top Tweeters in G4:
@jrbkjrbk
@thestephenralph
@nytimes
@appsame
@midusamom
@grigg_dana
@nestor7184
@joncoopertweets
@andreww66619812
@jeannefisher17

Top Tweeters in G5:
@lagrosta
@elisahk92
@breizh2008
@fourchetchristi
@mfennormandie
@yvespdb
@delalande72
@m75sylvie
@zoreil1945
@cnews

Top Tweeters in G6:
@sonex089
@d_myoonggi
@myjellypies
@doubletn27
@cottonhwang
@withmindie
@remindys
@dahyunpls
@_fbyuncat
@metrononio

Top Tweeters in G7:
@telesurtv
@vtvcanal8
@actualidadrt
@lilidiaz8
@leonardoglrnd
@murillocasanova
@elias_cabeza
@escobarj291
@ninesterling
@rubendel77

Top Tweeters in G8:
@world_news_eng
@eggry
@reuters
@habbradley
@business
@viriyabot
@jprcampos
@feinberg_linda
@howyofwi
@hermescash

Top Tweeters in G9:
@coolchanneltv
@lili_porto_v
@komjksi12
@anamarce52
@kikorron9
@librecapitalist
@fdoquijano
@funciona24
@simonmazzet
@hildaleonor5

Top Tweeters in G10:
@sitanshudesai
@bjp4india
@tali189
@dark_magician52
@crpaatil
@bjp4gujarat
@dpradhanbjp
@bhupendrapbjp
@bjp4haryana
@cmohry