COVID-19, Twitter, 11/29/2021 3:03:34 PM, 267188


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COVID-19_2021-11-29_00-00-02.xlsx
COVID-19_2021-11-29_00-00-02.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
November 29, 2021
Short Description:
COVID-19 via NodeXL https://bit.ly/3ljx8Do
@reuters
@tonyk8
@who
@potus
@hubbucket
@siradessire
@precaucion2021
@cnn
@nbcnews
@syawal

Top hashtags:
#covid_19
#covid19
#covid
#coronavirus
#omicron
#44526
#covid19vaccine
#44528
#nft
#corona

Description:
Description
The graph represents a network of 10,150 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 Monday, 29 November 2021 at 08:23 UTC.

The requested start date was Monday, 29 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, 4-minute period from Thursday, 25 November 2021 at 12:13 UTC to Sunday, 28 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 : 10150
Unique Edges : 5190
Edges With Duplicates : 12110
Total Edges : 17300
Number of Edge Types : 5
Replies to : 536
MentionsInRetweet : 6002
Mentions : 1909
Retweet : 5353
Tweet : 3500
Self-Loops : 3556
Reciprocated Vertex Pair Ratio : 0.00518527886682686
Reciprocated Edge Ratio : 0.0103170608958228
Connected Components : 3055
Single-Vertex Connected Components : 1116
Maximum Vertices in a Connected Component : 1077
Maximum Edges in a Connected Component : 2482
Maximum Geodesic Distance (Diameter) : 22
Average Geodesic Distance : 8.249018
Graph Density : 7.71557973388628E-05
Modularity : 0.535386
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 10,150 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 Monday, 29 November 2021 at 08:23 UTC.

The requested start date was Monday, 29 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, 4-minute period from Thursday, 25 November 2021 at 12:13 UTC to Sunday, 28 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:
[36] https://opensea.io/assets/0x495f947276749ce646f68ac8c248420045cb7b5e/371463007251815113277772771891719747324454848709009608880510524168140226561
[26] 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
[26] https://www.news24.com/news24/southafrica/news/coronavirus-all-the-latest-news-about-covid-19-in-south-africa-and-the-world-20200312
[19] 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
[18] https://www.ema.europa.eu/en/news/comirnaty-covid-19-vaccine-ema-recommends-approval-children-aged-5-11
[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
[14] https://dailytelegraph.co.nz/covid-19/crisis-in-slovenia-whistleblower-nurse-says-politicians-receive-saline-instead-of-mrna-jab/
[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://fusernews.com/oms-convoca-reunion-de-emergencia-ante-nueva-variante-del-covid-19/
[13] https://www.soompi.com/article/1500316wpp/blackpinks-lisa-diagnosed-with-covid-19-other-members-awaiting-results

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/
[4] https://news.sky.com/story/covid-19-eu-regulator-authorises-pfizer-vaccine-for-children-aged-five-to-11-12478309
[4] https://www.ema.europa.eu/en/news/comirnaty-covid-19-vaccine-ema-recommends-approval-children-aged-5-11
[4] https://www.cnn.com/2021/11/25/world/covid-variant-south-africa-immune-evasion-transmissibility/index.html
[4] https://www.foxnews.com/health/who-meets-to-discuss-new-heavily-mutated-covid-19-variant
[4] https://dailytelegraph.co.nz/covid-19/crisis-in-slovenia-whistleblower-nurse-says-politicians-receive-saline-instead-of-mrna-jab/
[3] https://www.foxnews.com/health/covid-19-variant-b-1-1-529-heres-what-we-know
[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://www.cnn.com/2021/11/28/health/us-coronavirus-sunday/index.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/

Top URLs in Tweet in G2:
[22] 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
[17] 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
[16] 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
[11] 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.bloomberg.com/news/articles/2021-11-25/ap-newsalert-european-union-authorizes-pfizer-s-covid-19-vaccine-for-kids-5-to-11?utm_content=business&utm_campaign=socialflow-organic&utm_medium=social&utm_source=twitter&cmpid=socialflow-twitter-business
[6] http://trib.al/kTQVOSP
[6] https://www.japantimes.co.jp/news/2021/11/26/national/japan-tighten-border-6-african-nations/?utm_medium=Social&utm_source=Twitter#Echobox=1637927333
[4] https://www.reuters.com/world/europe/dutch-hospitals-postpone-chemotherapy-organ-transplants-due-covid-19-surge-2021-11-25/?taid=619f7bf5a5e4bc0001bd28ca&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[4] https://www.merck.com/news/merck-and-ridgeback-biotherapeutics-provide-update-on-results-from-move-out-study-of-molnupiravir-an-investigational-oral-antiviral-medicine-in-at-risk-adults-with-mild-to-moderate-covid-19/
[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

Top URLs in Tweet in G3:
[2] https://entertain.v.daum.net/v/20211128195808164
[1] http://m.tvdaily.co.kr/article.php?aid=16380965201614465010#_enliple

Top URLs in Tweet in G4:
[8] https://fusernews.com/oms-convoca-reunion-de-emergencia-ante-nueva-variante-del-covid-19/
[7] https://www.france24.com/es/programas/covid-19-la-semana-en-am%C3%A9rica/20211127-variante-omicron-coronavirus-pandemia-mutacion?ref=tw_i
[3] https://www.vtv.gob.ve/dia-619-lucha-contra-covid-venezuela-24112021/
[3] https://fusernews.com/venezuela-reporta-1-035-nuevos-casos-por-covid-19-y-97-de-recuperacion/
[2] https://www.vtv.gob.ve/presidente-rusia-ensayos-clinicos-vacuna-nasal-contra-covid-19/
[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/
[1] https://twitter.com/Mippcivzla/status/1464923171958763526
[1] https://twitter.com/Antonio57273710/status/1464928893824081920
[1] https://twitter.com/LOISCM1/status/1464926416420675588

Top URLs in Tweet in G5:
[5] https://www.francetvinfo.fr/sante/maladie/coronavirus/direct-vaccin-contre-le-covid-19-la-haute-autorite-de-sante-recommande-une-dose-de-rappel-pour-les-18-ans-et-plus-des-cinq-mois-apres-la-primo-vaccination_4858395.html
[4] https://www.bfmtv.com/sante/covid-19-face-a-la-5e-vague-le-gouvernement-fait-le-choix-de-concilier-liberte-et-responsabilite_AV-202111250280.html
[4] https://www.ouest-france.fr/sante/virus/coronavirus/covid-19-variants-omicron-delta-vaccins-olivier-veran-fait-le-point-sur-la-situation-en-france-9657686a-5038-11ec-85b0-a41f27f99512
[4] https://www.lemonde.fr/planete/live/2021/11/25/cinquieme-vague-de-covid-19-olivier-veran-annonce-de-nouvelles-mesures-a-la-mi-journee_6103545_3244.html?utm_medium=Social&utm_source=Twitter#Echobox=1637839425-1
[3] https://www.bfmtv.com/sante/en-direct-covid-19-face-a-la-menace-omicron-israel-ferme-ses-frontieres-aux-ressortissants-etrangers_LN-202111280025.html
[3] https://www.ouest-france.fr/sante/virus/coronavirus/covid-19-pfizer-biontech-espere-des-resultats-sur-le-nouveau-variant-dans-deux-semaines-e356a95a-4ead-11ec-b2b9-fc54b95c0179
[3] https://www.lci.fr/societe/covid-19-epidemie-coronavirus-ecole-les-eleves-de-6e-devront-realiser-deux-autotests-par-semaine-annonce-blanquer-2203001.html?utm_medium=Social&utm_source=Twitter&Echobox=1637922396#xtor=CS5-113
[3] https://www.francetvinfo.fr/sante/maladie/coronavirus/covid-19-le-secretaire-d-etat-joel-giraud-contamine-et-a-l-isolement_4859971.html
[3] https://www.lemonde.fr/planete/article/2021/11/26/covid-19-un-nouveau-variant-inquiete-plusieurs-pays-europeens-interdisent-l-entree-de-voyageurs-en-provenance-du-sud-de-l-afrique_6103690_3244.html#xtor=AL-32280270-%5Btwitter%5D-%5Bios%5D
[3] https://www.lemonde.fr/planete/article/2021/11/26/covid-19-soirees-privees-bars-et-transports-sont-les-lieux-ou-l-on-s-est-le-plus-contamine-cet-ete_6103659_3244.html#xtor=AL-32280270-%5Btwitter%5D-%5Bios%5D

Top URLs in Tweet in G6:
[4] https://www.lefigaro.fr/sciences/covid-19-a-compter-du-15-janvier-le-passe-sanitaire-ne-sera-plus-valide-sans-la-dose-de-rappel-20211125
[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://lopinion.com/articles/actualite/10480_toulouse-un-garcon-de-16-ans-fait-un-malaise-cardiaque-apres-le-vaccin-contre-le-covid-19
[1] https://rumble.com/vphwly-mathew-crawford-the-vaccines-are-useless.html
[1] https://www.ouest-france.fr/sport/football/recit-coronavirus-belenenses-benfica-arrete-a-7-0-retour-sur-le-match-de-la-honte-au-portugal-a33a462c-4fcc-11ec-b93a-6aa1b43b752b
[1] https://www.francetvinfo.fr/sante/maladie/coronavirus/vaccin/covid-19-on-va-vers-une-generalisation-progressive-du-rappel-de-vaccin-confirme-alain-fischer_4856221.html
[1] https://www.lindependant.fr/2021/11/28/variant-omicron-du-covid-19-tous-les-cas-contacts-meme-vaccines-a-lisolement-les-nouvelles-consignes-du-ministere-de-la-sante-9956831.php

Top URLs in Tweet in G7:
[3] https://www.infobae.com/america/eeuu/2021/11/25/pfizer-denuncio-que-una-empleada-robo-documentos-secretos-de-la-vacuna-contra-el-covid-19/
[2] https://www.infobae.com/america/mundo/2021/11/26/israel-detecto-tres-casos-sospechosos-de-la-nueva-variante-del-covid-19-y-prohibio-el-ingreso-de-viajeros-de-siete-paises-de-africa/
[2] https://www.infobae.com/america/mundo/2021/11/26/la-nueva-variante-del-covid-19-afecta-a-los-mercados-financieros-mundiales/?utm_medium=Echobox&utm_source=Twitter#Echobox=1637922542-1
[2] https://agenciaajn.com/noticia/israel-detecto-su-primer-caso-de-la-nueva-cepa-de-covid-19-181099
[1] https://www.kienyke.com/mundo/sudafrica-ve-apresurado-vetar-viajes-pornueva-variante-de-covid-19
[1] https://www.infobae.com/america/mundo/2021/11/26/israel-detecto-tres-casos-sospechosos-de-la-nueva-variante-del-covid-19-y-prohibio-el-ingreso-de-viajeros-de-siete-paises-de-africa/?utm_medium=Social&utm_source=Twitter#Echobox=1637918504-1
[1] https://www.infobae.com/america
[1] https://www.t13.cl/en-vivo
[1] https://www.bancaynegocios.com/venezuela-sumo-686-nuevos-casos-de-covid-19-uno-de-ellos-importado/
[1] https://bit.ly/3ldmlui

Top URLs in Tweet in G8:
[6] https://www.who.int/news/item/24-11-2021-interim-statement-on-covid-19-vaccination-for-children-and-adolescents
[2] https://www.indiatvnews.com/news/world/israel-omicron-covid-19-variant-travel-restrictions-foreign-nationals-not-allowed-updates-747117
[2] https://www.ecdc.europa.eu/en/covid-19/variants-concern
[2] https://www.tdg.ch/les-autorites-sanitaires-s-expriment-en-direct-867677311549?utm_source=dlvr.it&utm_medium=twitter
[1] https://www.rtve.es/radio/c4/directo/
[1] https://twitter.com/who/status/1463123176163053584
[1] https://twitter.com/i/broadcasts/1OdKrBkyWbpKX
[1] https://www.news18.com/news/auto/covid-19-omicron-variant-all-you-need-to-know-if-you-are-travelling-from-south-africa-4496348.html?utm_source=twitter&utm_medium=social
[1] https://www.news18.com/news/movies/will-tamil-nadu-making-vaccination-certificate-mandatory-for-cinema-halls-affect-movie-business-4486214.html?utm_source=twitter&utm_medium=social
[1] https://www.news18.com/news/india/omicron-centre-to-review-sop-for-intl-travel-states-amp-up-guard-heres-what-we-know-of-new-variant-4496393.html?utm_source=twitter&utm_medium=social

Top URLs in Tweet in G9:
[19] https://www.news24.com/news24/southafrica/news/coronavirus-all-the-latest-news-about-covid-19-in-south-africa-and-the-world-20200312
[2] https://www.businessinsider.co.za/south-africa-travel-bans-new-covid-19-variant-2021-11
[1] https://www.news24.com/news24/world/news/covid-19-in-swipe-at-china-us-praises-sa-scientists-for-quick-identification-of-omicron-20211128
[1] https://www.news24.com/news24/southafrica/news/covid-19-no-need-to-panic-about-omicron-variant-symptoms-are-mild-so-far-sama-board-chair-20211128
[1] https://www.nicd.ac.za/latest-confirmed-cases-of-covid-19-in-south-africa-27-november-2021/
[1] https://www.nicd.ac.za/latest-confirmed-cases-of-covid-19-in-south-africa-24-november-2021/
[1] https://www.nicd.ac.za/new-covid-19-variant-detected-in-south-africa/

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
[1] https://www.thehindu.com/news/national/credible-data-needed-on-covid-19-deaths-in-country-rahul-gandhi/article37658517.ece

Top Domains
Top Domains in Tweet in Entire Graph:
[235] twitter.com
[130] reuters.com
[72] bit.ly
[64] co.uk
[45] trib.al
[45] sky.com
[44] news24.com
[43] com.br
[39] bloomberg.com
[38] nhs.uk

Top Domains in Tweet in G1:
[73] twitter.com
[13] co.uk
[12] sky.com
[12] cnn.com
[12] foxnews.com
[12] reuters.com
[12] com.br
[10] gov.uk
[9] co.za
[9] nhs.uk

Top Domains in Tweet in G2:
[82] reuters.com
[24] trib.al
[19] bloomberg.com
[9] weforum.org
[8] co.jp
[7] ctvnews.ca
[6] co.uk
[4] nbcnews.to
[4] merck.com
[4] citynews.ca

Top Domains in Tweet in G3:
[2] daum.net
[1] co.kr

Top Domains in Tweet in G4:
[14] twitter.com
[12] gob.ve
[11] fusernews.com
[8] france24.com
[2] bit.ly
[2] telesurtv.net
[1] facebook.com

Top Domains in Tweet in G5:
[24] bfmtv.com
[19] lemonde.fr
[13] francetvinfo.fr
[11] leparisien.fr
[10] lci.fr
[10] ouest-france.fr
[5] liberation.fr
[2] ledauphine.com
[2] republicain-lorrain.fr
[1] swll.to

Top Domains in Tweet in G6:
[12] lefigaro.fr
[2] ouest-france.fr
[2] nih.gov
[2] jci.org
[2] thailandmedical.news
[2] jpost.com
[2] sante.fr
[2] atlantico.fr
[1] lopinion.com
[1] rumble.com

Top Domains in Tweet in G7:
[9] infobae.com
[2] agenciaajn.com
[1] kienyke.com
[1] t13.cl
[1] bancaynegocios.com
[1] bit.ly

Top Domains in Tweet in G8:
[7] who.int
[3] news18.com
[3] europa.eu
[2] twitter.com
[2] indiatvnews.com
[2] com.au
[2] tdg.ch
[1] rtve.es
[1] bit.ly
[1] newsbharati.com

Top Domains in Tweet in G9:
[21] news24.com
[3] ac.za
[2] co.za

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[490] covid_19
[415] covid19
[150] covid
[99] coronavirus
[94] omicron
[73] 44526
[57] covid19vaccine
[42] 44528
[37] nft
[36] corona



Top Hashtags in Tweet in G1:
[109] covid_19
[65] covid19
[32] covid
[28] coronavirus
[19] omicron
[11] news
[11] covidvariant
[10] corona
[6] foxnews
[6] covidiots

Top Hashtags in Tweet in G2:
[17] covid19
[9] breaking
[7] 28novembre
[5] rwanda
[5] coronavirus
[4] lausanne
[4] omicron
[3] loicovid
[3] vaud
[3] chvote

Top Hashtags in Tweet in G3:
[4] aespa
[3] 에스파

Top Hashtags in Tweet in G4:
[29] usemoseltapaboca
[26] 11/28/2021 12:00:00 AM
[23] cuidatusalud
[20] comunicaciónpopularactiva
[20] covid_19
[9] elecciónindígena2021
[9] atención
[8] ejércitobolivarianobicentenario
[7] saabenviadoespecial
[6] fanb

Top Hashtags in Tweet in G5:
[22] covid19
[16] covid_19
[4] comcor
[3] omicron
[3] veran
[3] blanquer
[2] vaccination
[2] 3emedose
[2] gardonslereflexedesgestesbarrières
[2] passsanitaire

Top Hashtags in Tweet in G6:
[22] covid_19
[8] vaccination
[7] passsanitaire
[6] 3emedose
[5] balancetonavc
[5] balancetoninfarctus
[5] balancetathrombose
[5] covid19
[4] omicron
[3] vaccins

Top Hashtags in Tweet in G7:
[3] russia
[3] mundo
[2] israel
[2] covid19
[1] t13am

Top Hashtags in Tweet in G8:
[18] covid19
[3] covid_19
[3] omicron
[3] vaccinequity
[3] omicronvariant
[2] totaeuropa
[2] sanjeevani
[2] pooratikalaga
[2] who
[1] africa

Top Hashtags in Tweet in G9:
[8] covid19
[2] postcabinet
[1] starfmnews

Top Hashtags in Tweet in G10:
[6] bte_exam_online_lo
[3] upscextraattempt
[3] upsc
[2] omicronvariant
[2] covidvariant
[2] 4lakhdenahoga
[1] covid_19
[1] lockdown
[1] vaccinations
[1] india

Top Words
Top Words in Tweet in Entire Graph:
[7002] covid
[6650] 19
[1042] variant
[490] #covid_19
[473] vaccine
[431] variante
[415] #covid19
[409] tested
[388] africa
[374] omicron

Top Words in Tweet in G1:
[974] covid
[969] 19
[148] variant
[109] #covid_19
[65] #covid19
[62] 11
[61] vaccine
[60] omicron
[53] variante
[51] cases

Top Words in Tweet in G2:
[306] covid
[282] 19
[110] variant
[77] reuters
[59] africa
[58] south
[33] business
[33] omicron
[30] swiss
[30] voters

Top Words in Tweet in G3:
[175] karina
[175] winter
[158] ningning
[144] covid
[144] 19
[139] tested
[138] cold
[102] symptoms
[101] landing
[100] aespresso_sm

Top Words in Tweet in G4:
[153] 19
[150] covid
[63] contra
[48] vtvcanal8
[39] pandemia
[36] mantener
[34] venezuela
[31] importante
[29] #usemoseltapaboca
[29] variante

Top Words in Tweet in G5:
[93] covid
[84] 19
[48] direct
[37] variant
[33] nouveau
[26] après
[25] france
[25] plus
[24] bfmtv
[22] olivierveran

Top Words in Tweet in G6:
[55] plus
[38] ans
[32] dose
[27] sont
[25] upr_asselineau
[25] chez
[24] ceux
[22] #covid_19
[20] leur
[19] avons

Top Words in Tweet in G7:
[107] covid
[75] 19
[69] urgente
[66] alertanews24
[66] coronavirus
[65] nueva
[61] variante
[33] militares
[33] alemanes
[33] reciben

Top Words in Tweet in G8:
[52] covid
[49] 19
[22] countries
[19] africa
[19] variants
[18] #covid19
[15] vaccination
[14] labelled
[14] penalized
[14] occur

Top Words in Tweet in G9:
[73] covid
[73] 19
[38] news24
[37] variant
[37] variants
[33] wait
[32] strange
[32] suspicion
[32] uk
[32] purposefully

Top Words in Tweet in G10:
[43] covid
[35] 19
[16] narendramodi
[12] ર
[11] ય
[10] demanding
[10] pmoindia
[10] hon'ble
[9] year
[9] variant

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[6420] covid,19
[485] 19,variant
[283] south,africa
[280] nueva,variante
[236] 19,vaccine
[220] contra,covid
[183] variante,covid
[178] karina,winter
[160] winter,ningning
[140] tested,negative

Top Word Pairs in Tweet in G1:
[918] covid,19
[79] 19,variant
[32] contra,covid
[30] 19,vaccine
[29] variante,covid
[29] south,africa
[22] nueva,variante
[19] 19,pandemic
[17] #covid,19
[15] variant,covid

Top Word Pairs in Tweet in G2:
[277] covid,19
[76] 19,variant
[54] south,africa
[30] swiss,voters
[24] 19,pill
[23] 19,vaccine
[22] 19,japan
[22] japan,tightens
[22] tightens,border
[22] border,controls

Top Word Pairs in Tweet in G3:
[175] karina,winter
[158] winter,ningning
[144] covid,19
[107] tested,covid
[102] ningning,tested
[102] cold,symptoms
[101] 19,landing
[101] landing,cold
[100] aespresso_sm,karina
[100] symptoms,transp

Top Word Pairs in Tweet in G4:
[150] covid,19
[43] contra,covid
[29] pandemia,covid
[28] nueva,variante
[27] importante,mantener
[27] lucha,contra
[24] 19,venezuela
[23] #cuidatusalud,pandemia
[23] 19,sumamente
[23] sumamente,importante

Top Word Pairs in Tweet in G5:
[83] covid,19
[28] nouveau,variant
[14] pass,sanitaire
[13] alerte,info
[12] olivier,véran
[11] france,suspend
[11] vols,provenance
[10] mois,après
[9] contre,covid
[9] info,covid

Top Word Pairs in Tweet in G6:
[19] décès,chez
[19] chez,enfants
[19] enfants,âgés
[19] âgés,10
[19] 10,14
[19] 14,ans
[19] ans,sont
[19] sont,44
[19] 44,plus
[19] plus,élevés

Top Word Pairs in Tweet in G7:
[75] covid,19
[61] urgente,coronavirus
[52] alertanews24,urgente
[50] nueva,variante
[33] coronavirus,militares
[33] militares,alemanes
[33] alemanes,reciben
[33] reciben,orden
[33] orden,preparar
[33] preparar,aviones

Top Word Pairs in Tweet in G8:
[49] covid,19
[16] 19,variants
[14] labelled,penalized
[14] occur,randomly
[14] randomly,elsewhere
[13] africa,labelled
[13] penalized,covid
[13] variants,mutations
[13] mutations,occur
[12] akin_adesina,africa

Top Word Pairs in Tweet in G9:
[73] covid,19
[32] strange,suspicion
[32] suspicion,uk
[32] uk,purposefully
[32] purposefully,announce
[32] announce,discovery
[32] discovery,covid
[32] 19,variants
[32] variants,wait
[31] theldpage,strange

Top Word Pairs in Tweet in G10:
[35] covid,19
[8] aspirants,protesting
[8] protesting,jantar
[8] jantar,mantar
[8] mantar,demanding
[8] demanding,covid
[8] 19,compensatory
[8] compensatory,attempts
[8] attempts,year
[8] year,age

Top Replied-To
Top Replied-To in Entire Graph:
@csholmq
@auctionnft
@covid_19_ger
@ar_unida
@amiebaby3691
@karl_lauterbach
@kamalaharris
@cmoguj
@kate_cole_
@potus

Top Replied-To in G2:
@aipartners
@merck
@framcoiser
@abc
@thehill
@francvs
@ironmaidendude7

Top Replied-To in G4:

Top Replied-To in G5:
@azerty75_
@fancechrance
@olivierveran
@publicsenat
@jmblanquer
@bfmtv

Top Replied-To in G6:
@le_general_offl
@laguiloute
@pinsollet
@maxdelvallee
@upr_asselineau
@le_figaro

Top Replied-To in G8:
@ecdc_eu
@who
@drtedros

Top Replied-To in G9:
@llunga18

Top Replied-To in G10:
@cmoguj
@bhupendrapbjp
@narendramodi

Top Mentioned
Top Mentioned in Entire Graph:
@aespresso_sm
@reuters
@alertanews24
@ema_news
@sf9__unofficial
@vtvcanal8
@jorge_a_bozzano
@yizhuo_thailand
@news24
@business

Top Mentioned in G1:
@hiremaidea
@twitpollnl
@cablenoticias
@cope_melilla
@ray_noble1
@varginha_online
@joelbomane
@jagdishprasad_1
@fardreamer

Top Mentioned in G2:
@reuters
@business
@cnn
@thehill
@nbcnews
@afp
@alfonslopeztena
@sajidjavid
@wef
@japantimes

Top Mentioned in G3:
@aespresso_sm
@giselleskr
@aespresso_2
@baemyooji
@minjeong_kr
@aespaintl
@aespa_official
@aespaisakami
@aespabra

Top Mentioned in G4:
@vtvcanal8
@nicolasmaduro
@amabdel1973
@anadelbetancour
@antonio57273710
@dcabellor
@fuser_news
@loiscm1
@felixosoriog
@france24_es

Top Mentioned in G5:
@bfmtv
@olivierveran
@lemondefr
@franceinfo
@le_parisien
@ouestfrance
@davidcabasbzh
@lci
@tf1
@libe

Top Mentioned in G6:
@upr_asselineau
@jeanpierreg9
@pinsollet
@le_figaro
@maxdelvallee
@lionve31
@mounotella
@baa3465dd891455
@novavax
@nicolaspichot6

Top Mentioned in G7:
@alertanews24
@infobae
@mercadosyaccion
@infobaeamerica
@coronavirusnewv
@bancaynegocios
@kienyke
@t13
@agenciaajn

Top Mentioned in G8:
@who
@akin_adesina
@eu_commission
@cyrilramaphosa
@drtedros
@ecdc_eu
@auc_moussafaki
@news18dotcom
@paulkagame
@skeersmaecker

Top Mentioned in G9:
@news24
@theldpage
@nicd_sa
@bisouthafrica
@getrudem
@star919fm
@governmentza

Top Mentioned in G10:
@narendramodi
@pmoindia
@arvindkejriwal
@neyu4india
@doptgo
@doptgoi
@cmodelhi
@gmscl_gog
@mohfw_gujarat
@vadodaraupdates

Top Tweeters
Top Tweeters in Entire Graph:
@caraotadigital
@la_patilla
@el_cooperante
@cryptotraderpro
@threadreaderapp
@ptjasamarga
@sunoticiero
@kompascom
@detikcom
@lasillarota

Top Tweeters in G1:
@cryptotraderpro
@ptjasamarga
@berkleybearnews
@okezonenews
@pairsonnalites
@republikaonline
@afropages
@titrespresse
@andyvermaut
@elpoliticonews

Top Tweeters in G2:
@gambiste1
@world_news_eng
@serendipitysays
@thehill
@reuters
@habbradley
@business
@guardian
@jprcampos
@ikateufel

Top Tweeters in G3:
@sonex089
@myjellypies
@d_myoonggi
@doubletn27
@cottonhwang
@withmindie
@remindys
@dahyunpls
@_fbyuncat
@metrononio

Top Tweeters in G4:
@telesurtv
@vtvcanal8
@actualidadrt
@hurtadonorlix
@lilidiaz8
@avelinosalazar7
@jeez_pz
@murillocasanova
@mippcivzla
@escobarj291

Top Tweeters in G5:
@tighnacoille
@radiolondres6
@bfmtv
@deycatherine1
@le_parisien
@ouestfrance
@wagjuer
@littlewisehen
@lemondefr
@sandrafellous_

Top Tweeters in G6:
@le_figaro
@delalande72
@m75sylvie
@blacknoose
@philippecombaut
@zoreil1945
@jeanclaudepeyra
@j_jchatelier
@marcchastillon
@gateta30

Top Tweeters in G7:
@infobae
@bancaynegocios
@t13
@infobaeamerica
@david2095_sport
@coolchanneltv
@kienyke
@fdoquijano
@simonmazzet
@rodolagos

Top Tweeters in G8:
@cnnnews18
@thestephenralph
@indiatvnews
@tdgch
@syawal
@andreww66619812
@news18dotcom
@baileydalecape
@siraworldwide
@godoitos

Top Tweeters in G9:
@therealdubg
@news24
@tsunaminayy
@lulocafe
@meikentgpm
@latenightsonice
@mack_birlt
@traitor_k
@katlegosworld
@tamia_sd

Top Tweeters in G10:
@sitanshudesai
@bjp4india
@tali189
@dark_magician52
@bhatia_niraj23
@crpaatil
@bjp4gujarat
@bhupendrapbjp
@anshurg123
@nsui