COVID, Twitter, 12/1/2021 12:54:55 PM, 267320


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COVID_2021-12-01_00-32-01.xlsx
COVID_2021-12-01_00-32-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
December 01, 2021
Short Description:
COVID via NodeXL https://bit.ly/3I3TWkp
@indiatoday
@who
@potus
@upscextra
@shivaroor
@stan_worchester
@reuters
@faisalkhanhyd
@indianexpress
@neil_x1

Top hashtags:
#covid
#covid19
#omicron
#covid_19
#upscextraattempt
#omicronvariant
#jeeadvancedforall2020

Description:
Description
The graph represents a network of 11,995 Twitter users whose tweets in the requested range contained "COVID", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 01 December 2021 at 08:47 UTC.

The requested start date was Wednesday, 01 December 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 2-day, 0-hour, 1-minute period from Sunday, 28 November 2021 at 12:18 UTC to Tuesday, 30 November 2021 at 12:19 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 : 11995
Unique Edges : 7109
Edges With Duplicates : 12077
Total Edges : 19186
Number of Edge Types : 5
Retweet : 5276
MentionsInRetweet : 6208
Tweet : 3689
Mentions : 2948
Replies to : 1065
Self-Loops : 3717
Reciprocated Vertex Pair Ratio : 0.00523560209424084
Reciprocated Edge Ratio : 0.0104166666666667
Connected Components : 3733
Single-Vertex Connected Components : 1010
Maximum Vertices in a Connected Component : 691
Maximum Edges in a Connected Component : 2100
Maximum Geodesic Distance (Diameter) : 27
Average Geodesic Distance : 8.582358
Graph Density : 6.67278199333097E-05
Modularity : 0.57802
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 11,995 Twitter users whose tweets in the requested range contained "COVID", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 01 December 2021 at 08:47 UTC.

The requested start date was Wednesday, 01 December 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 2-day, 0-hour, 1-minute period from Sunday, 28 November 2021 at 12:18 UTC to Tuesday, 30 November 2021 at 12:19 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
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:
[18] https://disinformationchronicle.substack.com/p/pfizer-covid-19-vaccine-clinical
[17] https://www.theguardian.com/society/2021/nov/30/life-tragic-death-john-eyers-fitness-fanatic-who-refused-covid-vaccine
[12] https://www.eldiario.es/euskadi/supremo-da-luz-verde-exigencia-pasaporte-covid-euskadi_1_8538132.html
[11] https://www.reuters.com/world/europe/forty-two-cases-covid-19-omicron-variant-confirmed-10-eu-states-2021-11-30/?taid=61a615cba5e4bc0001bdf560&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[10] https://www.reuters.com/markets/commodities/omicron-threatens-oil-demand-recovery-already-hit-by-europes-rising-covid-cases-2021-11-29/?taid=61a4c44da5e4bc0001bdbee0&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[9] https://news.sky.com/story/covid-19-omicron-variant-highly-infectious-and-booster-jabs-may-need-double-dose-says-moderna-ceo-12482978
[9] https://news.sky.com/story/covid-news-live-boris-johnson-orders-return-of-face-masks-and-self-isolation-for-some-as-australia-detects-first-cases-of-omicron-variant-12469075
[9] https://www.lifesitenews.com/news/47-studies-confirm-inefectiveness-of-masks-for-covid-and-32-more-confirm-their-negative-health-effects/
[8] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fd41586-021-01442-9
[8] https://brownstone.org/articles/a-president-betrayed-by-bureaucrats-scott-atlass-masterpiece-on-the-covid-disaster/

Top URLs in Tweet in G1:
[6] https://news.google.com/__i/rss/rd/articles/CBMiVGh0dHBzOi8vd3d3Lndhc2hpbmd0b25wb3N0LmNvbS9uYXRpb24vMjAyMS8xMS8yOS9jb3ZpZC1vbWljcm9uLXZhcmlhbnQtbGl2ZS11cGRhdGVzL9IBAA?oc=5&utm_source=dlvr.it&utm_medium=twitter
[3] https://www.instagram.com/accounts/login/
[3] https://blog.goo.ne.jp/xvcov1/e/4719f5a9ac3d02075cc830c7d403541d
[3] https://www.theguardian.com/world/2021/nov/29/omicron-covid-variant-poses-very-high-global-risk-says-who
[3] http://ow.ly/ivWk103b9J4
[3] http://www.tintahijau.com/megapolitan/ragam/31063-majalangka-jadi-daerah-tertinggi-kasus-covid-19-di-wilayah-ciayumajakuning
[2] https://www.thestar.com/news/world/europe/2021/11/27/61-arrivals-from-south-africa-test-positive-for-covid-19.html?utm_source=dlvr.it&utm_medium=twitter
[2] https://blog.goo.ne.jp/xvcov1/e/f5bea471938253fdeaa55dc42f0f957e
[2] https://togomedia24.com/2021/11/29/covid-19-les-personnes-de-plus-de-45-ans-soumises-a-une-3eme-dose/
[2] https://kabarpolitik.com/turn-back-hoax-salah-ppkm-level-4-pada-24-desember-2021-karena-ada-varian-covid-19-baru/

Top URLs in Tweet in G2:
[2] https://www.ndtv.com/world-news/biontech-is-working-on-an-omicron-version-of-its-covid-19-shot-2629365
[2] https://www.ndtv.com/world-news/omicron-why-who-skipped-2-greek-letters-while-naming-new-covid-strain-2629234
[2] https://www.ndtv.com/india-news/omicron-variant-sample-of-south-africa-returnee-appears-different-from-covid-delta-karnataka-health-minister-dr-k-sudhakar-2629249
[2] https://www.ndtv.com/india-news/omicron-concern-africa-returned-maharashtra-covid-patient-being-tested-for-omicron-variant-2629311
[1] https://www.pratidintime.com/will-new-variant-of-covid-19-omicron-trigger/
[1] https://twitter.com/Soleha88/status/1464849201884385287
[1] https://twitter.com/ROTISHKUMAR6/status/1465289909799841795
[1] https://twitter.com/_Phenomenal_boy/status/1465290004675006472
[1] https://twitter.com/NisharA48631438/status/1465290141392457732
[1] https://twitter.com/AnjaliS35393141/status/1465289970319433731

Top URLs in Tweet in G3:
[8] https://news.sky.com/story/covid-19-omicron-variant-highly-infectious-and-booster-jabs-may-need-double-dose-says-moderna-ceo-12482978
[4] https://news.sky.com/story/covid-news-live-boris-johnson-orders-return-of-face-masks-and-self-isolation-for-some-as-australia-detects-first-cases-of-omicron-variant-12469075
[2] https://news.sky.com/story/couple-with-covid-19-arrested-on-plane-after-fleeing-dutch-quarantine-hotel-12482047
[2] https://news.sky.com/story/covid-19-ministers-want-to-keep-new-restrictions-within-the-window-of-what-tory-mps-can-accept-12482199
[2] https://trib.al/8MzYc9Q
[2] https://trib.al/ckLjiVm
[2] https://trib.al/N9QF5Jp
[2] https://trib.al/tDnrFJF
[2] https://public.tableau.com/profile/public.health.wales.health.protection#!/vizhome/RapidCOVID-19virology-Public/Headlinesummary
[2] https://public.tableau.com/views/RapidCOVID-19virology-Mobilefriendly/Summary?%3AshowVizHome=no&%3Aembed=true#2

Top URLs in Tweet in G4:
[3] https://www.lefigaro.fr/sciences/covid-19-l-ivermectine-traitement-miracle-ou-enieme-fausse-piste-20210715
[2] https://www.cp24.com/news/ontario-senator-josee-forest-niesing-dies-at-56-after-battle-with-covid-19-1.5674697
[1] https://pgibertie.com/2021/11/29/l-afrique-non-vaccinee-vous-salue-bien-la-covid-elle-connait-pas/
[1] https://lecourrierdesstrateges.fr/2021/11/29/et-si-on-parlait-des-effets-graves-des-vaccins-covid-sur-les-femmes-enceintes/
[1] https://lecourrier-du-soir.com/covid-le-medecin-qui-a-decouvert-le-variant-omicron-detruit-les-medias-vous-faites-peur-aux-gens-pour-rien/
[1] https://www.twitch.tv/lemondemoderne
[1] https://fr.sott.net/article/38866-Comprendre-qu-il-n-y-a-jamais-eu-de-crise-Covid-autre-qu-artificiellement-creee
[1] https://www.biorxiv.org/content/10.1101/2021.09.08.459260v1
[1] https://www.wochenblick.at/2-620-tote-babys-nach-impfung-und-berichte-schrecklicher-nebenwirkungen/
[1] https://www.newsweek.com/covid-vax-rates-africa-are-low-region-avoids-worst-leaving-scientists-baffled-1651375

Top URLs in Tweet in G5:
[3] https://www.youtube.com/watch?v=9k6hclDcZcg&feature=youtu.be

[1] https://www.dailymail.co.uk/debate/article-10255937/Professor-ANGUS-DALGLEISH-Omicron-variant-treated-like-Ebola.html?ito=social-twitter_dailymailUK
[1] https://twitter.com/drmikehart/status/1464706377763495946
[1] https://twitter.com/DailyMailUK/status/1465625253644836864
[1] https://www.bbc.co.uk/news/uk-northern-ireland-59451904
[1] https://nypost.com/2021/01/31/biden-is-failing-on-covid-by-standards-he-set-as-a-candidate/
[1] https://chng.it/hBqg2Kw9wv
[1] https://www.lifesitenews.com/news/47-studies-confirm-inefectiveness-of-masks-for-covid-and-32-more-confirm-their-negative-health-effects/
[1] https://www.theguardian.com/world/2021/nov/27/boris-johnson-ignored-my-plan-to-tackle-deadly-covid-variants-senior-official

Top URLs in Tweet in G7:
[2] https://www.who.int/teams/health-care-readiness-clinical-unit/covid-19/therapeutics
[2] https://www.data.gouv.fr/fr/datasets/donnees-relatives-aux-livraisons-de-vaccins-contre-la-covid-19/
[2] https://twitter.com/VirusWar/status/1465413422053576704?s=20
[2] https://www.santelog.com/actualites/aspirine-un-effet-antiviral-et-protecteur-contre-covid-19
[1] https://brownstone-org.cdn.ampproject.org/v/s/brownstone.org/articles/79-research-studies-affirm-naturally-acquired-immunity-to-covid-19-documented-linked-and-quoted/amp/?amp_js_v=0.1&usqp=mq331AQKKAFQArABIIACAw%3D%3D
[1] https://www.francetvinfo.fr/sante/maladie/coronavirus/vaccin/covid-19-dans-l-herault-des-cadeaux-offerts-aux-18-25-ans-ayant-recu-une-premiere-dose-de-vaccination_4720677.html
[1] https://www.midilibre.fr/2021/08/02/covid-15-millions-denfants-infectes-les-projections-inquietantes-en-cas-de-quatrieme-vague-en-france-9709266.php
[1] https://www.ouest-france.fr/sante/vaccin/covid-19-une-quatrieme-dose-de-vaccin-envisagee-pour-les-personnes-severement-immunodeprimees-8338ddbc-c79f-11eb-8859-ca1124b88d20
[1] https://francais.rt.com/international/93117-covid-19-mario-monti-souhaite-moyens-moins-democratiques-diffuser-information?fbclid=IwAR32HrvlimsQ0cc9aMomIWG28-0hOLxpmBqTK-Rxcgh0_Sc4F_XYVSNuvjo
[1] https://www.francebleu.fr/infos/sante-sciences/coronavirus-deces-d-un-joueur-de-rugby-de-saint-gilles-1637921250?fbclid=IwAR1Isjt1otkaEFZq4vhmKwWVatWKc99lX2cr1rcQO-MDWBvUV9rojJJYO-U

Top URLs in Tweet in G8:
[2] https://t.me/voiceforscienceandsolidarity
[2] https://rumble.com/vgrc5h-alerta-do-dr.-bhakdi-sobre-cogulos-teste-pcr-de-covid-19-abuso-de-poder-e-m.html
[2] https://rumble.com/vep6l9-uma-catstrofe-covid-se-avizinha.html
[1] https://childrenshealthdefense.org/defender/bobby-amy-bolin-lung-transplant-dies-moderna-covid-vaccine/
[1] https://childrenshealthdefense.org/defender/paul-mills-peter-mccullough-geert-vanden-bossche-rob-verkerk-covid-vaccines/
[1] https://www.voiceforscienceandsolidarity.org/videos-and-interviews/geert-vanden-bossche-interview-at-the-highwire
[1] https://www.voiceforscienceandsolidarity.org/videos-and-interviews/covid-19-vaccine-mandates-for-children?utm_source=twitter&utm_medium=post
[1] https://www.voiceforscienceandsolidarity.org/videos/videos-interviews
[1] https://www.voiceforscienceandsolidarity.org/videos-and-interviews/a-coming-covid-catastrophe?utm_source=twitter+&utm_medium=Post
[1] https://twitter.com/BillFOXLA/status/1465507928241176580

Top URLs in Tweet in G9:
[4] https://trib.al/l73qyme
[3] https://trib.al/j414Vq1
[2] https://trib.al/p02tyFO
[2] https://www.theguardian.com/world/video/2021/nov/29/omicron-covid-variant-cases-expected-to-rise-says-uk-health-minister-video?utm_term=Autofeed&CMP=twt_gu&utm_medium&utm_source=Twitter#Echobox=1638184902
[2] https://www.theguardian.com/world/2021/nov/29/omicron-covid-variant-poses-very-high-global-risk-says-who?utm_term=Autofeed&CMP=twt_gu&utm_medium&utm_source=Twitter#Echobox=1638176647
[2] https://www.theguardian.com/commentisfree/2021/nov/29/developing-nations-wto-vaccine-patents-covid-britain?utm_term=Autofeed&CMP=twt_gu&utm_medium&utm_source=Twitter#Echobox=1638187299
[2] https://www.cnbc.com/2021/11/29/who-omicron-covid-variant-poses-very-high-risk-global-spread-likely.html
[1] https://wapo.st/3o2Z28l
[1] https://wapo.st/3cWHTXE
[1] https://nyti.ms/3leS12F

Top Domains
Top Domains in Tweet in Entire Graph:
[338] twitter.com
[113] co.uk
[75] theguardian.com
[54] reuters.com
[49] bit.ly
[47] trib.al
[37] com.br
[33] sky.com
[26] substack.com
[25] bloomberg.com

Top Domains in Tweet in G1:
[89] twitter.com
[22] co.uk
[19] com.br
[13] theguardian.com
[9] google.com
[8] informazione.it
[7] cnn.com
[5] reuters.com
[5] ne.jp
[5] rt.com

Top Domains in Tweet in G2:
[14] twitter.com
[10] ndtv.com
[1] pratidintime.com
[1] india.com
[1] mygov.in

Top Domains in Tweet in G3:
[17] sky.com
[8] trib.al
[6] co.uk
[4] tableau.com
[3] twitter.com
[2] co.nz
[1] apple.news
[1] alarabiya.net
[1] theguardian.com

Top Domains in Tweet in G4:
[4] twitter.com
[3] lefigaro.fr
[2] cp24.com
[1] pgibertie.com
[1] lecourrierdesstrateges.fr
[1] lecourrier-du-soir.com
[1] twitch.tv
[1] sott.net
[1] biorxiv.org
[1] wochenblick.at

Top Domains in Tweet in G5:
[3] youtube.com
[2] co.uk
[2] twitter.com
[1] nypost.com
[1] chng.it
[1] lifesitenews.com
[1] theguardian.com

Top Domains in Tweet in G7:
[3] twitter.com
[2] who.int
[2] gouv.fr
[2] santelog.com
[1] ampproject.org
[1] francetvinfo.fr
[1] midilibre.fr
[1] ouest-france.fr
[1] rt.com
[1] francebleu.fr

Top Domains in Tweet in G8:
[4] voiceforscienceandsolidarity.org
[4] rumble.com
[3] twitter.com
[2] childrenshealthdefense.org
[2] t.me
[1] thecardiologyadvisor.com
[1] reuters.com
[1] co.uk

Top Domains in Tweet in G9:
[10] trib.al
[10] theguardian.com
[3] nyti.ms
[3] gov.uk
[2] wapo.st
[2] cnn.it
[2] cnbc.com
[2] nytimes.com
[1] whsv.com
[1] washingtonpost.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[277] covid
[227] covid19
[182] omicron
[127] covid_19
[102] upscextraattempt
[63] omicronvariant
[42] jeeadvancedforall2020
[34] coronavirus
[31] covidvariant
[18] كورونا



Top Hashtags in Tweet in G1:
[51] covid
[39] covid19
[34] omicron
[18] covid_19
[18] كورونا
[13] omicronvariant
[11] وزارة_الصحة
[9] coronavirus
[6] covidvariant
[5] corona

Top Hashtags in Tweet in G2:
[102] upscextraattempt
[39] jeeadvancedforall2020
[9] covid19
[9] indiafightscorona
[8] covid
[6] omicron
[5] jeeadvancedoncemore
[4] cancelterm1
[3] omicronvariant
[3] covidvariant

Top Hashtags in Tweet in G3:
[6] longcovid
[5] trevorphillips
[3] covidisairborne
[2] kayburley
[2] covid
[2] pierscorbyn
[1] covid19
[1] covid_19
[1] protectingyourchildisnotacrime
[1] sackjavid

Top Hashtags in Tweet in G4:
[25] covid_19
[9] macron
[6] covid19
[5] valneva
[5] guadeloupe
[2] passsanitaire
[2] omicron
[2] covid
[1] pfizer
[1] moderna

Top Hashtags in Tweet in G5:
[13] novaccinepassports
[2] covid_19
[2] lockdown
[2] putthatinyourpipe
[1] ons
[1] covid19
[1] quebec
[1] borisjohnson
[1] covidvariants
[1] vaccine

Top Hashtags in Tweet in G7:
[9] covid
[2] fluvoxamine
[2] covid_19
[1] molnupiravir
[1] zemmourcandidat
[1] frexit
[1] vaccination
[1] passsanitaire
[1] pfizer

Top Hashtags in Tweet in G8:
[2] thehighwire
[2] vaccinemandate
[1] vaccine
[1] covid_19
[1] omicronvariant
[1] covid
[1] vaccination
[1] children
[1] winning

Top Hashtags in Tweet in G9:
[6] covid19
[3] yellowstone
[2] r4today
[2] omicronvariant
[2] molnupiravir
[2] trump
[1] longcovid
[1] covid
[1] omnicron
[1] vaccinequity

Top Words
Top Words in Tweet in Entire Graph:
[8129] covid
[2168] 19
[974] variant
[962] omicron
[586] people
[487] vaccine
[389] more
[307] variante
[288] one
[281] cases

Top Words in Tweet in G1:
[933] covid
[321] 19
[141] variant
[138] omicron
[55] cases
[51] variante
[51] #covid
[44] more
[44] حالة
[41] 2021

Top Words in Tweet in G2:
[218] covid
[104] relief
[102] #upscextraattempt
[101] civil
[99] services
[83] pmoindia
[76] narendramodi
[61] amitshah
[49] doptgoi
[47] myogiadityanath

Top Words in Tweet in G3:
[66] covid
[25] 19
[22] variant
[19] omicron
[18] sajidjavid
[17] need
[15] skynews
[15] health
[11] booster
[11] uk

Top Words in Tweet in G4:
[76] covid
[32] yvespdb
[28] contre
[25] #covid_19
[22] immunité
[21] par
[21] votre
[20] naturelle
[19] plusieurs
[19] années

Top Words in Tweet in G5:
[90] covid
[32] jamesmelville
[22] masks
[20] vaccine
[16] passports
[16] berniespofforth
[15] today
[14] spreading
[13] switzerland
[13] holds

Top Words in Tweet in G6:
[95] ได
[94] ช
[94] อ
[94] ว
[94] ณ
[94] ท
[83] ภาพท
[83] เราปล
[83] อยวางไม
[83] เลยค

Top Words in Tweet in G7:
[49] covid
[32] martinblachier
[30] c'est
[30] stratégie
[30] vaccinale
[22] vers
[19] personnes
[19] upr_asselineau
[17] plus
[16] risque

Top Words in Tweet in G8:
[78] covid
[38] against
[36] 49
[36] texas
[34] robertkennedyjr
[33] vaccinated
[32] year
[32] old
[32] man
[32] recovered

Top Words in Tweet in G9:
[43] covid
[35] variant
[30] omicron
[20] washingtonpost
[15] health
[12] 19
[12] cnn
[11] nytimes
[11] more
[10] canada

Top Words in Tweet in G10:
[80] jimin
[80] covid
[63] performing
[63] korea
[63] empty
[63] rooms
[63] during
[63] made
[63] feel
[63] went

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[2106] covid,19
[323] omicron,variant
[259] covid,variant
[147] contra,covid
[134] south,africa
[128] omicron,covid
[123] nueva,variante
[115] covid,relief
[111] during,covid
[102] pasaporte,covid

Top Word Pairs in Tweet in G1:
[312] covid,19
[44] omicron,variant
[39] covid,variant
[20] omicron,covid
[19] contra,covid
[19] 19,variant
[18] variante,covid
[13] variante,ómicron
[11] variant,omicron
[11] south,africa

Top Word Pairs in Tweet in G2:
[101] covid,relief
[98] services,covid
[97] civil,services
[74] relief,#upscextraattempt
[59] pmoindia,narendramodi
[53] narendramodi,amitshah
[49] #upscextraattempt,pmoindia
[39] amitshah,gssjodhpur
[36] gssjodhpur,myogiadityanath
[36] myogiadityanath,drdineshbjp

Top Word Pairs in Tweet in G3:
[25] covid,19
[12] omicron,variant
[8] skynews,covid
[8] 19,omicron
[8] variant,'highly
[8] 'highly,infectious'
[8] infectious',booster
[8] booster,jabs
[8] jabs,need
[8] need,'double'

Top Word Pairs in Tweet in G4:
[20] votre,immunité
[20] immunité,naturelle
[19] #covid_19,votre
[19] plusieurs,années
[14] covid,19
[12] semblerait,lorsque
[12] lorsque,attrapez
[12] attrapez,#covid_19
[12] naturelle,dure
[12] dure,plusieurs

Top Word Pairs in Tweet in G5:
[16] vaccine,passports
[13] switzerland,holds
[13] holds,referendum
[13] referendum,vaccine
[13] passports,covid
[13] covid,certificates
[13] certificates,today
[13] today,#novaccinepassports
[12] jamesmelville,switzerland
[10] zealand,jacinda

Top Word Pairs in Tweet in G6:
[83] ภาพท,เราปล
[83] เราปล,อยวางไม
[83] อยวางไม,ได
[83] ได,เลยค
[83] เลยค,อภาพท
[83] อภาพท,ช
[83] ช,อ
[83] อ,ค
[83] ค,ณยายบ
[83] ณยายบ,ว

Top Word Pairs in Tweet in G7:
[30] stratégie,vaccinale
[15] vaccinale,covid
[15] covid,doit
[15] doit,converger
[15] converger,vers
[15] vers,stratégie
[15] vaccinale,grippale
[15] grippale,centrée
[15] centrée,personnes
[15] personnes,risque

Top Word Pairs in Tweet in G8:
[32] 49,year
[32] year,old
[32] old,texas
[32] texas,man
[32] man,recovered
[32] recovered,covid
[32] covid,required
[32] required,fully
[32] fully,vaccinated
[32] vaccinated,against

Top Word Pairs in Tweet in G9:
[21] omicron,variant
[12] covid,19
[11] covid,variant
[7] variant,covid
[7] 19,raising
[7] raising,concerns
[7] concerns,health
[7] health,officials
[7] officials,amid
[7] amid,busy

Top Word Pairs in Tweet in G10:
[63] performing,korea
[63] korea,empty
[63] empty,rooms
[63] rooms,during
[63] during,covid
[63] covid,made
[63] made,feel
[63] feel,went
[63] went,back
[63] back,eight

Top Replied-To
Top Replied-To in Entire Graph:
@manavlive
@repswalwell
@potus
@gop
@myrtamerlino
@nicolasturgeon
@washingtonpost
@apeef
@acyn
@randpaul

Top Replied-To in G2:
@manavlive
@shubhankitsriv4
@yogitabhayana
@sukanya01234
@cbseindia29
@drjitendrasingh
@marxist_ideo
@poonamshivali
@rc30172977
@abcdef12369311

Top Replied-To in G3:
@bphillipsonmp
@takethatct
@scarytimesnow
@_inthistogether
@twittergov
@stellamonroe999
@humptydumpty159
@borisjohnson
@walesonline
@long_covid

Top Replied-To in G4:
@f_philippot
@hellohbomb
@frhaz
@trotski_tulski
@darrellbendall
@raguhna
@biohospitalix
@lisajon1821
@adamtho99602766
@emmanuelmacron

Top Replied-To in G5:
@jamesmelville
@ygnet4822
@berniespofforth
@michaelcroft61
@bolton_leaguer
@patunleashed
@pontdugardnimes
@jeremybenthem1
@tanyarensen
@nselkie

Top Replied-To in G7:
@martinblachier
@lepetitbonnetrg
@ericmassaud
@succube124
@p_duval
@guillaumerozier
@tgermenot
@upr_asselineau
@joelcarassio
@akonate76

Top Replied-To in G8:
@brunaobarreto1
@robertkennedyjr
@cornedbeefpyatt

Top Replied-To in G9:
@washingtonpost
@profhelenward
@guardian
@nytimes

Top Mentioned
Top Mentioned in Entire Graph:
@rabaai
@pmoindia
@narendramodi
@amitshah
@manuelrico
@doptgoi
@myogiadityanath
@jpnadda
@repswalwell
@jtoni_n

Top Mentioned in G1:
@star_foreign
@feedynewsbr
@2stabile
@florencia_pink
@kamoikeonline
@peoplerpeople4
@carlost06237626
@justteachingela
@ass_sbrierem

Top Mentioned in G2:
@pmoindia
@narendramodi
@amitshah
@doptgoi
@myogiadityanath
@jpnadda
@gssjodhpur
@drdineshbjp
@abvpvoice
@bjp4up

Top Mentioned in G3:
@sajidjavid
@skynews
@walesonline
@doctor_imf
@nhsuk
@bbcworld
@thetimes
@bbcnews
@borisjohnson
@longcovidwales

Top Mentioned in G4:
@yvespdb
@f_philippot
@jeanpierreg9
@medic4allhuman
@trotski_tulski
@poulin2012
@saraart4
@scholle14000
@decoder_l
@ozraeliavi

Top Mentioned in G5:
@jamesmelville
@berniespofforth
@essexpr
@lux_schwab
@stevedeaceshow
@janaagefjortoft
@jessekellydc
@10downingstreet
@glennbeck
@scrowder

Top Mentioned in G6:
@rabaai
@igimme

Top Mentioned in G7:
@martinblachier
@upr_asselineau
@cleopattres
@guillaumerozier
@p_duval
@osterelizabeth1
@stephanaubert
@maxdelvallee
@jeanmim95129819
@leglobe_info

Top Mentioned in G8:
@robertkennedyjr
@chuckcallesto
@realcandaceo
@gvdbossche
@delbigtree
@ericmmatheny
@highwiretalk
@jereme45
@drobertalacerda
@laurenboebert

Top Mentioned in G9:
@washingtonpost
@cnn
@nytimes
@guardian
@ukhsa
@lavern_spicer
@msnbc
@gordonbrown
@foxnewsnight
@lucychappell2

Top Mentioned in G10:
@jtoni_n
@bts_twt
@glosstannies
@seokjeternal
@bts
@lelebtslove

Top Tweeters
Top Tweeters in Entire Graph:
@elnacionalweb
@caraotadigital
@la_patilla
@ja8yum
@infoitinterno
@tomthunkitsmind
@jornalistavitor
@cryptotraderpro
@detikcom
@berkleybearnews

Top Tweeters in G1:
@caraotadigital
@infoitinterno
@cryptotraderpro
@berkleybearnews
@robinsnewswire
@titrespresse
@elpoliticonews
@antena2rcn
@noticiasveapp
@httweets

Top Tweeters in G2:
@ndtv
@aajtak
@news18india
@abpnews
@airnewsalerts
@ndtvfeed
@zeenews
@pib_india
@sushabelieber
@itsridhs

Top Tweeters in G3:
@curiocat13
@skynews
@bbcnews
@bbcworld
@fuzy_sk
@itvnews
@thetimes
@k4rmarules
@walesonline
@exiledbitch

Top Tweeters in G4:
@yvespdb
@thierryrouby
@hussard3
@philippecombaut
@darlaysjames
@vaneay
@steffymunch
@veniseviolette
@ehavet
@saraart4

Top Tweeters in G5:
@essexpr
@muhindih
@1961mado
@kimkmcdaniel1
@janaagefjortoft
@stevedeaceshow
@grumpyolddoc
@63buster
@nselkie
@tomj8899

Top Tweeters in G6:
@milknom505
@ilyssmbabe
@yoongibam9793
@baby22580
@filmtxjkv
@aoey13
@hanoysunee
@bumblebee_nuna
@optimushtm718
@unsweeet

Top Tweeters in G7:
@lagrosta
@talullabellefle
@mi1789
@chacha01591
@marie08187533
@anne_morantin
@rique01900716
@ikeviin
@migmc972
@t_nenninger

Top Tweeters in G8:
@texasgunsandoil
@kimbo1118
@ericmmatheny
@eddiecoke
@matthewhayden
@echopeus
@realpatriot56
@kamvtv
@hrsqmarwinner1
@luizapimenta12

Top Tweeters in G9:
@jornalistavitor
@guardian
@ahaber
@nytimes
@washingtonpost
@cnn
@nbcnews
@tomy2875
@ntv
@msnbc

Top Tweeters in G10:
@starryreflexion
@kalliny1
@efnan_7
@jeonism2
@yousrajeonjk
@jtoni_n
@syubs9395
@ilovetyunki
@serendpitv
@lmsrpty