COVID, Twitter, 12/3/2021 9:10:26 PM, 267448


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COVID_2021-12-03_00-39-27.xlsx
COVID_2021-12-03_00-39-27.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
December 03, 2021
Short Description:
COVID via NodeXL https://bit.ly/3okNRrI
@darlashine
@drhirschfield
@drelidavid
@abaton19
@sajidjavid
@nfxholder
@jolyonmaugham
@deanaskew
@dinamo1234
@rob_kimbell

Top hashtags:
#covid19
#covid
#covid_19
#omicron
#passsanitaire
#coronavirus
#omicronvariant

Description:
Description
The graph represents a network of 11,797 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 Friday, 03 December 2021 at 08:58 UTC.

The requested start date was Friday, 03 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 Tuesday, 30 November 2021 at 12:18 UTC to Thursday, 02 December 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 : 11797
Unique Edges : 6594
Edges With Duplicates : 11898
Total Edges : 18492
Number of Edge Types : 5
Retweet : 5395
MentionsInRetweet : 6068
Tweet : 3542
Replies to : 1010
Mentions : 2477
Self-Loops : 3594
Reciprocated Vertex Pair Ratio : 0.00600109110747409
Reciprocated Edge Ratio : 0.0119305856832972
Connected Components : 3582
Single-Vertex Connected Components : 973
Maximum Vertices in a Connected Component : 1098
Maximum Edges in a Connected Component : 2332
Maximum Geodesic Distance (Diameter) : 36
Average Geodesic Distance : 11.775635
Graph Density : 6.62559030632159E-05
Modularity : 0.576138
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 11,797 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 Friday, 03 December 2021 at 08:58 UTC.

The requested start date was Friday, 03 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 Tuesday, 30 November 2021 at 12:18 UTC to Thursday, 02 December 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:
[22] https://www.theguardian.com/us-news/2021/dec/01/trump-tested-positive-covid-before-biden-debate-chief-staff-mark-meadows-book
[19] https://www.dailymail.co.uk/news/article-10261605/Sporty-plumber-26-DIES-12-days-getting-Pfizer-Covid-vaccine.html
[18] https://www.nature.com/articles/s42003-021-02866-9
[18] https://www.gov.uk/government/publications/myocarditis-and-pericarditis-after-covid-19-vaccination/myocarditis-and-pericarditis-after-covid-19-vaccination-guidance-for-healthcare-professionals
[16] https://www.jpost.com/health-and-wellness/coronavirus/covid-1st-data-about-vaccine-efficacy-against-omicron-expected-tuesday-687392
[15] https://www.mirror.co.uk/news/politics/boris-johnson-broke-covid-lockdown-25585238
[13] http://cbsnews.com/news/marcus-lamb-daystar-covid-death-vaccine-misinformation/?ftag=CNM-00-10aab7e&linkId=142650832
[10] https://disinformationchronicle.substack.com/p/pfizer-covid-19-vaccine-clinical
[10] https://www.eldiario.es/euskadi/supremo-da-luz-verde-exigencia-pasaporte-covid-euskadi_1_8538132.html
[9] https://www.lifesitenews.com/news/covid-patient-left-for-dead-recovers-after-court-forces-hospital-to-allow-ivermectin-treatment/?fbclid=IwAR3IuX6bPXKINM3D5dIX4UGsQLqijKKj0bj6kYYLg0aeejPG6Q5guT6NyBk

Top URLs in Tweet in G1:
[8] https://www.donegallive.ie/news/local-news/702751/donegal-had-10-of-all-covid-19-linked-deaths-in-november.html
[7] https://www.theguardian.com/us-news/2021/dec/01/trump-tested-positive-covid-before-biden-debate-chief-staff-mark-meadows-book
[3] https://www.instagram.com/accounts/login/
[3] https://www.elmundo.es/espana/2021/12/02/61a8ab3cfc6c833a578b45a1.html
[2] http://www.tintahijau.com/megapolitan/ragam/31063-majalangka-jadi-daerah-tertinggi-kasus-covid-19-di-wilayah-ciayumajakuning
[2] https://www.infosalus.com/asistencia/noticia-investigadores-espanoles-desarrollan-solucion-intranasal-mejora-eficacia-vacunas-covid-20211130120302.html?utm_source=dlvr.it&utm_medium=twitter
[2] https://www.infosalus.com/asistencia/noticia-caen-24-diagnosticos-vih-2020-europa-restricciones-covid-19-20211130112349.html?utm_source=dlvr.it&utm_medium=twitter
[2] https://newsfactsnetwork.com/2021/11/30/covid-19-may-trigger-heart-condition-in-young-athletes/
[2] https://www.rac1.cat/a-la-carta/detail/94327e3a-8fec-47ec-995c-c3f6fc949062?program=la-competencia§ion=el-greatest-hit
[2] https://orfonline.org/expert-speak/mumbais-capacity-building-response-to-covid-19

Top URLs in Tweet in G2:
[14] https://www.dailymail.co.uk/news/article-10261605/Sporty-plumber-26-DIES-12-days-getting-Pfizer-Covid-vaccine.html
[5] https://cityam.com/covid-death-ra
[2] https://www.gov.uk/government/publications/myocarditis-and-pericarditis-after-covid-19-vaccination/myocarditis-and-pericarditis-after-covid-19-vaccination-guidance-for-healthcare-professionals
[2] https://www.theadvertiser.com/story/news/2021/11/30/louisiana-federal-judge-blocks-biden-national-covid-vaccine-mandate-healthcare-workers/8806478002/
[2] https://www.telegraph.co.uk/politics/2021/11/30/new-covid-restrictions-last-march-next-year/
[1] https://gov.uk/
[1] https://www.telegraph.co.uk/news/2021/12/01/biggest-cancer-catastrophe-ever-hit-nhs-740000-potential-cases/
[1] https://www.bbc.co.uk/news/world-europe-59473131
[1] https://www.bbc.co.uk/news/uk-59500232
[1] https://summit.news/2021/12/02/post-covid-south-park-satirizes-pandemic-hysteria-over-new-variant/

Top URLs in Tweet in G3:
[3] https://www.mirror.co.uk/news/politics/covid-chaos-top-tory-contradicts-25599324
[2] https://www.gov.uk/government/publications/myocarditis-and-pericarditis-after-covid-19-vaccination/myocarditis-and-pericarditis-after-covid-19-vaccination-guidance-for-healthcare-professionals
[2] https://www.gov.uk/government/news/mhra-approves-xevudy-sotrovimab-a-covid-19-treatment-found-to-cut-hospitalisation-and-death-by-79
[1] https://www.gov.uk/government/news/government-takes-decisive-action-against-new-covid-19-variant
[1] https://www.theguardian.com/politics/live/2021/dec/02/uk-covid-live-minister-christmas-parties-omicron-variant-boris-johnson-vaccination-latest-updates?CMP=Share_iOSApp_Other
[1] https://news.sky.com/story/covid-19-most-omicron-cases-are-mild-and-theres-no-evidence-to-suggest-vaccines-may-be-less-effective-against-the-variant-says-who-12483729
[1] https://apple.news/AA3hQES9HRG-FpAkBaBEP5A
[1] https://www.cbsnews.com/news/omicron-variant-covid-in-europe-netherlands-before-alert-raised/
[1] https://digitaleditions.telegraph.co.uk/data/803/reader/reader.html?social
[1] https://www.telegraph.co.uk/news/2021/12/01/biggest-cancer-catastrophe-ever-hit-nhs-740000-potential-cases/

Top URLs in Tweet in G4:
[3] https://www.ndtv.com/india-news/coronavirus-india-live-updates-8-954-new-covid-cases-in-india-recovery-rate-highest-since-march-2020-2633449
[1] https://www.boomlive.in/coronavirus-outbreak/omicron-two-cases-india-mohfw-karnataka-south-africa-travel-covid-coronavirus-15839
[1] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8481107/
[1] https://zeenews.india.com/hindi/india/madhya-pradesh-chhattisgarh/trending-news/child-died-in-womb-after-taking-corona-vaccine-by-her-mother-in-katni-mpgs/1026478/
[1] https://www.outlookindia.com/website/story/india-news-covid-19-will-the-new-south-african-variant-drive-the-third-wave-in-india-experts-doubt/402899
[1] https://www.pratidintime.com/will-new-variant-of-covid-19-omicron-trigger/
[1] https://twitter.com/ark_tara/status/1465282329597726722
[1] https://zeenews.india.com/hindi/live-tv

Top URLs in Tweet in G5:
[3] https://www.valeursactuelles.com/politique/tribune-jean-frederic-poisson-covid-ou-pas-ce-mandat-aura-ete-une-tragedie/
[2] https://lecourrier-du-soir.com/covid-le-medecin-qui-a-decouvert-le-variant-omicron-detruit-les-medias-vous-faites-peur-aux-gens-pour-rien/
[2] https://dailytelegraph.co.nz/news/watch-10000-scientists-and-physicians-sign-rome-declaration-calling-for-end-of-mass-covid-vaccination/
[2] https://www.francesoir.fr/opinions-tribunes/que-sont-les-prions-partie-ii-covid
[1] https://lecourrierdesstrateges.fr/2021/11/29/et-si-on-parlait-des-effets-graves-des-vaccins-covid-sur-les-femmes-enceintes/
[1] https://medias-presse.info/
[1] https://www.medias-presse.info/vaccins-anti-covid-la-roumanie-ouvre-une-enquete-contre-ursula-van-der-leyen-et-les-vaccins-arnm-ont-de-moins-en-moins-la-cote/147166/
[1] https://www.ladepeche.fr/2021/12/01/variant-omicron-toux-fatigue-loms-rend-ses-conclusions-sur-les-symptomes-provoques-par-cette-nouvelle-souche-9963879.php
[1] https://www.lemonde.fr/economie/article/2021/12/01/assurance-chomage-le-dernier-volet-de-la-reforme-controversee-entre-en-vigueur_6104272_3234.html#xtor=AL-32280270-%5Bdefault%5D-%5Bios%5D
[1] https://www.reuters.com/world/europe/greece-make-vaccinations-persons-over-60-mandatory-pm-2021-11-30/

Top URLs in Tweet in G6:
[3] https://www.lci.fr/sante/covid-19-coronavirus-variant-omicron-le-pdg-de-moderna-stephane-bancel-juge-premature-de-se-prononcer-sur-l-efficacite-de-la-3e-dose-2203472.html?utm_medium=Social&utm_source=Twitter&Echobox=1638394617#xtor=CS5-113
[2] https://www.cnews.fr/videos/france/2021-12-02/covid-19-le-service-de-reanimation-de-lhopital-pitie-salpetriere-sature
[2] https://www.youtube.com/watch?v=tYwCxe9gvQY&feature=youtu.be

[2] https://www.lavoixdunord.fr/1107100/article/2021-11-30/covid-19-83-personnes-vaccinees-avec-des-doses-pfizer-perimees
[1] https://www.covid-factuel.fr/2021/12/02/covid-lechec-cuisant-de-la-combinaison-vaccin-pass/
[1] https://www.ouest-france.fr/sante/chu-de-nantes-les-urgences-debordees-f5f81270-5136-11ec-aefb-38e333a045a2
[1] https://trialsitenews.com/top-uk-cardiologist-be-on-the-right-side-of-history-put-an-end-to-vaccine-mandates/
[1] https://www.reuters.com/business/healthcare-pharmaceuticals/two-israeli-doctors-infected-with-omicron-hospital-says-2021-11-30/
[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.youtube.com/watch?v=RI_7R78Fik0&feature=youtu.be


Top URLs in Tweet in G7:
[2] https://www.jpost.com/health-and-wellness/coronavirus/covid-1st-data-about-vaccine-efficacy-against-omicron-expected-tuesday-687392
[1] https://www.bbc.co.uk/news/uk-59500232
[1] https://news.sky.com/story/amp/covid-19-most-omicron-cases-are-mild-and-theres-no-evidence-to-suggest-vaccines-may-be-less-effective-against-the-variant-says-who-12483729
[1] https://twitter.com/john_actuary/status/1465594016746151936
[1] https://twitter.com/ONS/status/1466339135640285186
[1] https://www.dailysignal.com/2021/12/01/an-abundance-of-caution-mentality-leads-to-tyranny/
[1] https://pubpeer.com/publications/18AE1937E4B0ACB6A8D6F6FFA3AA75#1
[1] https://www.manchestereveningnews.co.uk/news/greater-manchester-news/mum-slams-school-after-being-22327247?utm_source=twitter.com&utm_medium=social&utm_campaign=sharebar
[1] https://www.itv.com/news/wales/2021-11-30/omicron-variant-welsh-secondary-school-pupils-should-wear-masks-in-classrooms
[1] https://www.cdc.gov/coronavirus/2019-ncov/science/science-briefs/transmission_k_12_schools.html

Top URLs in Tweet in G8:
[2] https://bylinetimes.com/2021/11/30/boris-johnson-is-making-the-biggest-mistake-you-can-make-on-omicron/
[2] https://www.mirror.co.uk/news/politics/boris-johnson-broke-covid-lockdown-25585238
[1] https://www.theguardian.com/society/2021/nov/30/life-tragic-death-john-eyers-fitness-fanatic-who-refused-covid-vaccine
[1] https://twitter.com/BylineTimesPod/status/1466356686910898180
[1] https://twitter.com/BBCPolitics/status/1465687947366350854
[1] https://bylinetimes.com/2021/12/01/this-lawyer-thinks-boris-johnson-could-be-prosecuted-for-misconduct-heres-why-and-how/
[1] https://news.sky.com/story/covid-19-daughter-fears-terrified-father-41-trapped-in-his-own-body-after-contracting-coronavirus-12482556

Top URLs in Tweet in G9:
[7] https://www.newsweek.com/televangelist-marcus-lamb-who-called-vaccine-mandate-sin-against-god-dies-covid-1654619
[2] https://www.washingtonpost.com/religion/2021/11/30/marcus-lamb-daystar-covid-vaccine-medical-freedom
[1] https://www.vaccines.gov/
[1] https://twitter.com/rawstory/status/1465539688085827585
[1] https://nypost.com/2021/11/30/who-urges-those-over-60-to-nix-international-travel/
[1] https://www.huffpost.com/entry/donald-trump-covid-speader_n_61a7c0bee4b07fe20121d049
[1] https://www.prevention.com/health/a38400888/omicron-vs-delta-covid-19-variant-comparison/
[1] https://www.independent.co.uk/news/world/americas/covid-vaccine-us-antivaxx-jab-b1896231.html
[1] https://www.theguardian.com/us-news/2021/dec/01/trump-tested-positive-covid-before-biden-debate-chief-staff-mark-meadows-book
[1] https://www.fox32chicago.com/news/illinois-family-credits-ivermectin-with-saving-life-of-father-hospitalized-with-covid-19?taid=61a5925abf48f800013a8f63&utm_campaign=trueanthem&utm_medium=trueanthem&utm_source=twitter

Top URLs in Tweet in G10:
[12] https://www.gov.uk/government/publications/myocarditis-and-pericarditis-after-covid-19-vaccination/myocarditis-and-pericarditis-after-covid-19-vaccination-guidance-for-healthcare-professionals
[3] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fd41586-021-01442-9
[2] https://brownstone.org/articles/a-president-betrayed-by-bureaucrats-scott-atlass-masterpiece-on-the-covid-disaster/
[1] https://www.aa.com.tr/en/middle-east/belgian-court-rules-covid-pass-illegal-in-wallonia/2436283
[1] https://twitter.com/paulaeast/status/1466369269248237570
[1] https://petition.parliament.uk/petitions/601959
[1] https://bit.ly/31gsoXQ
[1] https://bit.ly/3D6soqX
[1] https://www.newsmax.com/platinum/fda-pfizer-covid-vaccine/2021/11/24/id/1045966/
[1] https://bit.ly/3FZalEM

Top Domains
Top Domains in Tweet in Entire Graph:
[299] twitter.com
[173] co.uk
[96] theguardian.com
[40] reuters.com
[39] bit.ly
[32] nature.com
[32] gov.uk
[32] com.br
[31] trib.al
[30] blogspot.com

Top Domains in Tweet in G1:
[78] twitter.com
[25] theguardian.com
[22] co.uk
[8] com.br
[8] donegallive.ie
[7] msn.com
[6] cnn.com
[6] usatoday.com
[6] nytimes.com
[6] elmundo.es

Top Domains in Tweet in G2:
[25] co.uk
[5] cityam.com
[4] summit.news
[3] gov.uk
[3] twitter.com
[2] theadvertiser.com
[1] com.tr
[1] gbnews.uk
[1] com.au
[1] reuters.com

Top Domains in Tweet in G3:
[6] co.uk
[5] gov.uk
[1] theguardian.com
[1] sky.com
[1] apple.news
[1] cbsnews.com
[1] youtube.com

Top Domains in Tweet in G4:
[3] ndtv.com
[2] india.com
[1] boomlive.in
[1] nih.gov
[1] outlookindia.com
[1] pratidintime.com
[1] twitter.com

Top Domains in Tweet in G5:
[3] valeursactuelles.com
[3] francesoir.fr
[2] lecourrier-du-soir.com
[2] medias-presse.info
[2] co.nz
[1] lecourrierdesstrateges.fr
[1] ladepeche.fr
[1] lemonde.fr
[1] reuters.com
[1] lavoixdunord.fr

Top Domains in Tweet in G6:
[8] youtube.com
[4] lci.fr
[3] twitter.com
[2] cnews.fr
[2] lavoixdunord.fr
[1] covid-factuel.fr
[1] ouest-france.fr
[1] trialsitenews.com
[1] reuters.com
[1] francetvinfo.fr

Top Domains in Tweet in G7:
[3] twitter.com
[2] co.uk
[2] jpost.com
[2] itv.com
[1] sky.com
[1] dailysignal.com
[1] pubpeer.com
[1] cdc.gov
[1] justthenews.com
[1] foxnews.com

Top Domains in Tweet in G8:
[3] bylinetimes.com
[2] twitter.com
[2] co.uk
[1] theguardian.com
[1] sky.com

Top Domains in Tweet in G9:
[7] newsweek.com
[2] washingtonpost.com
[1] vaccines.gov
[1] twitter.com
[1] nypost.com
[1] huffpost.com
[1] prevention.com
[1] co.uk
[1] theguardian.com
[1] fox32chicago.com

Top Domains in Tweet in G10:
[12] gov.uk
[3] nature.com
[3] bit.ly
[2] brownstone.org
[2] newsmax.com
[1] com.tr
[1] twitter.com
[1] parliament.uk
[1] co.uk
[1] fda.gov

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[273] covid19
[208] covid
[112] covid_19
[99] omicron
[36] passsanitaire
[32] coronavirus
[30] omicronvariant
[27] estadodealarma
[27] toquedequeda
[27] covidー19



Top Hashtags in Tweet in G1:
[41] covid19
[35] covid
[17] omicron
[15] covid_19
[8] coronavirus
[8] news
[7] corona
[6] sağlıkçıişbırakıyor
[5] vaccines
[5] travel

Top Hashtags in Tweet in G2:
[4] covid19
[2] facemasks
[1] omicron
[1] omicronvarient
[1] lockdown
[1] australia
[1] hydroxychloroquine
[1] ivermectin
[1] iob
[1] ons

Top Hashtags in Tweet in G3:
[3] covid19
[1] omicron

Top Hashtags in Tweet in G4:
[9] indiafightscorona
[8] omicron
[7] covid19
[4] covid
[4] omicronvariant
[4] upscextraattempt
[3] unite2fightcorona
[3] cancelterm1
[2] male
[2] karnataka

Top Hashtags in Tweet in G5:
[28] passsanitaire
[7] covid_19
[6] covid19
[5] valneva
[4] guadeloupe
[3] omicron
[2] francerelance
[2] covid
[1] pfizer
[1] moderna

Top Hashtags in Tweet in G6:
[14] covid19
[5] omicron
[3] vaccinationobligatoire
[3] covid
[3] moderna
[3] 3edose
[2] france
[2] coronavirus
[2] covid19france
[1] europe

Top Hashtags in Tweet in G7:
[4] covid
[3] covidisairborne
[3] sittingducks
[2] childprotection
[1] theysurvivedcovid
[1] covidvigil
[1] longcovid
[1] makeschoolssafe
[1] omicron
[1] thebriankilmeadeshow

Top Hashtags in Tweet in G8:
[6] pmqs
[3] omicron
[2] 50swomen
[2] backtoworkie
[1] covid19
[1] covid
[1] fmqs
[1] lastchristmas
[1] johnsonout

Top Hashtags in Tweet in G9:
[3] ozisinsane
[2] who
[2] omicron
[2] mog
[1] smartnews
[1] covid19
[1] stupidgery

Top Words
Top Words in Tweet in Entire Graph:
[8310] covid
[2333] 19
[674] omicron
[634] variant
[618] people
[580] vaccine
[364] trump
[357] more
[355] positive
[289] before

Top Words in Tweet in G1:
[881] covid
[310] 19
[85] variant
[76] omicron
[58] people
[58] more
[41] #covid19
[39] vaccine
[35] #covid
[34] cases

Top Words in Tweet in G2:
[202] covid
[78] vaccine
[49] mandatory
[47] people
[43] prisonplanet
[42] germany
[41] passports
[39] months
[38] death
[37] mask

Top Words in Tweet in G3:
[157] covid
[111] omicron
[109] variant
[81] breaking
[77] africa
[77] south
[76] appears
[74] death
[74] politicsforali
[72] super

Top Words in Tweet in G4:
[78] covid
[26] india
[23] 19
[19] pm
[18] narendramodi
[17] crore
[16] pmoindia
[16] sushant
[14] 125
[12] vaccine

Top Words in Tweet in G5:
[92] covid
[44] f_philippot
[43] qu
[38] moins
[29] leur
[29] était
[28] ceux
[28] disent
[28] exagérez
[28] rappelez

Top Words in Tweet in G6:
[71] covid
[21] vaccinés
[19] plus
[17] medic4allhuman
[16] tous
[14] #covid19
[14] sont
[13] c'est
[12] sans
[12] 19

Top Words in Tweet in G7:
[103] covid
[18] omicron
[17] long
[17] cases
[16] children
[15] kit_yates_maths
[15] 19
[14] reducing
[14] symptoms
[13] people

Top Words in Tweet in G8:
[114] covid
[76] people
[71] 489
[70] party
[68] christmas
[65] rules
[63] die
[61] broke
[56] downing
[56] street

Top Words in Tweet in G9:
[81] covid
[49] trump
[33] days
[32] before
[29] positive
[28] breaking
[28] three
[27] mark
[27] meadows
[27] tested

Top Words in Tweet in G10:
[86] covid
[34] court
[34] government
[32] thelucyjohnston
[31] belgium
[31] ruled
[31] use
[31] pass
[31] illegal
[31] ordered

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[2246] covid,19
[257] omicron,variant
[231] positive,covid
[206] tested,positive
[148] covid,vaccine
[146] contra,covid
[121] south,africa
[121] covid,death
[120] 19,vaccine
[114] trump,tested

Top Word Pairs in Tweet in G1:
[300] covid,19
[34] omicron,variant
[23] positive,covid
[22] covid,variant
[21] contra,covid
[19] covid,test
[15] tested,positive
[12] pasaporte,covid
[11] days,before
[11] trump,tested

Top Word Pairs in Tweet in G2:
[38] vaccine,passports
[38] prisonplanet,germany
[37] covid,vaccine
[35] covid,death
[34] germany,reports
[34] reports,highest
[34] highest,covid
[34] death,toll
[34] toll,months
[34] months,mandatory

Top Word Pairs in Tweet in G3:
[101] omicron,variant
[76] variant,appears
[74] south,africa
[73] politicsforali,breaking
[73] covid,death
[72] super,mild
[71] breaking,omicron
[71] appears,super
[71] mild,mutation
[71] mutation,covid

Top Word Pairs in Tweet in G4:
[23] covid,19
[14] 125,crore
[8] crore,covid
[8] vaccine,doses
[8] pm,narendramodi
[7] another,milestone
[7] during,covid
[7] crore,vaccines
[7] fight,against
[7] against,covid

Top Word Pairs in Tweet in G5:
[28] ceux,disent
[28] disent,exagérez
[28] exagérez,rappelez
[28] rappelez,leur
[28] leur,qu
[28] qu,moins
[28] moins,#passsanitaire
[28] #passsanitaire,était
[27] f_philippot,ceux
[27] était,fantasm

Top Word Pairs in Tweet in G6:
[12] covid,19
[11] sans,conflits
[9] #covid19,temps
[9] temps,d'ouvrir
[9] d'ouvrir,debats
[9] debats,c'est
[9] c'est,cela
[9] cela,démocratie
[9] démocratie,intervenants
[9] intervenants,sans

Top Word Pairs in Tweet in G7:
[17] long,covid
[15] covid,19
[12] imagine,omicron
[12] omicron,bad
[12] bad,end
[12] end,achieving
[12] achieving,implementing
[12] implementing,mitigations
[12] mitigations,reducing
[12] reducing,cases

Top Word Pairs in Tweet in G8:
[68] christmas,party
[63] covid,rules
[61] broke,covid
[58] 489,people
[56] downing,street
[55] 18,dec
[55] dec,downing
[55] street,staff
[55] staff,broke
[55] rules,boozing

Top Word Pairs in Tweet in G9:
[28] three,days
[27] mark,meadows
[27] trump,tested
[27] tested,positive
[27] days,before
[24] marcus,lamb
[24] daystar,television
[20] occupydemocrats,breaking
[18] covid,19
[15] positive,covid

Top Word Pairs in Tweet in G10:
[31] belgium,court
[31] court,ruled
[31] ruled,use
[31] use,covid
[31] covid,pass
[31] pass,illegal
[31] illegal,ordered
[31] ordered,local
[31] local,government
[31] government,pay

Top Replied-To
Top Replied-To in Entire Graph:
@potus
@gop
@cnews
@jimcramer
@karl_lauterbach
@disclosetv
@ryanair
@repswalwell
@skynews
@morandiniblog

Top Replied-To in G1:
@nepal_invests

Top Replied-To in G2:
@prisonplanet
@gbnews
@essexpr
@itsjillgardner
@vicsmith2019
@chryssymc
@me_littleraven
@reddev69
@talkradio
@torontostar

Top Replied-To in G3:
@tracybethhoeg
@politicsforali
@dpjhodges

Top Replied-To in G4:
@ndtv
@mohfw_india
@dinesh_sir
@dpradhanbjp
@mishikaarora1
@priyank85892586
@anubha1812

Top Replied-To in G5:
@levanthespian
@reine_margot2
@regnierfabrice3
@websefard
@jeanpierreg9
@rtlfrance
@verity_france
@yvespdb
@rmc_sam
@divizio1

Top Replied-To in G6:
@cnews
@publicsenat
@medic4allhuman
@colombe830
@lcp
@ianibq
@p_duval
@wizkidayo
@lepetitbonnetrg
@succube124

Top Replied-To in G7:
@electionwiz
@gmb
@joebiden
@martydiggs1
@helenessex2
@bphillipsonmp
@microlabdoc
@laymansscience
@govrondesantis

Top Replied-To in G8:
@scottories
@siobhan23738909
@alcmarmite
@susanllawson
@jonnymorris1973
@dr_pam_jarvis
@carolinelea13

Top Replied-To in G9:
@olegregggg
@ronfilipkowski
@chipfranklin
@occupydemocrats

Top Replied-To in G10:
@pleasedothemath
@newsmax
@charlen35986172
@ladkbf
@mica_bryant

Top Mentioned
Top Mentioned in Entire Graph:
@politicsforali
@doctor_oxford
@si_siripan
@cbsnews
@f_philippot
@carloscorreiaa_
@prisonplanet
@philouutubs
@manuelrico
@darlashine

Top Mentioned in G1:
@omar_quraishi
@lbb1970
@jaimehorta17
@colourmeamused_
@20_20_mag
@arsol2018
@lavozdigital_py
@julius16445255
@algernonparry2

Top Mentioned in G2:
@prisonplanet
@talkradio
@gbnews
@essexpr
@rwmalonemd
@gillianmckeith
@berniespofforth
@tonyhinton2016
@ksorbs
@bobscartoons

Top Mentioned in G3:
@politicsforali
@faheemyounus
@sajidjavid
@dhscgovuk
@dontbetyet
@mhragovuk
@monicagandhi9
@rob_kimbell
@allisonpearson
@mirrorpolitics

Top Mentioned in G4:
@narendramodi
@pmoindia
@mohfw_india
@mansukhmandviya
@railminindia
@hmoindia
@amitshah
@covidnewsbymib
@ndtv
@rajatsharmalive

Top Mentioned in G5:
@f_philippot
@yvespdb
@jeanpierreg9
@dchastagnol
@rtlfrance
@rwanito79
@olivierveran
@page_alexandre
@poulin2012
@martinacharb

Top Mentioned in G6:
@medic4allhuman
@laissonslespre1
@youtube
@niusmarco
@cleopattres
@gkierzek
@philippemurer
@toulouseliane
@ojacquillet
@cnews

Top Mentioned in G7:
@kit_yates_maths
@drelidavid
@electionwiz
@dgurdasani1
@joebiden
@govrondesantis
@gmb
@oliveblogs
@jneill
@nadhimzahawi

Top Mentioned in G8:
@doctor_oxford
@adambienkov
@jonnymorris1973
@10downingstreet
@carolinelea13
@bylinetimes
@susanllawson
@allthecitizens
@ianblackford_mp
@goldbergradio

Top Mentioned in G9:
@kylegriffin1
@occupydemocrats
@ronfilipkowski
@svdate
@barackobama
@jesserodriguez
@reallyamerican1
@hhsgov
@nathanmackbrown
@quotedigging

Top Mentioned in G10:
@thelucyjohnston
@timrunshismouth
@drhoenderkamp
@chuckcallesto
@newsmax
@valkyrie20201
@randpaul
@vonderleyen
@johnswinney
@marshablackburn

Top Tweeters
Top Tweeters in Entire Graph:
@la_patilla
@ja8yum
@tomthunkitsmind
@jornalistavitor
@tesco
@ptjasamarga
@kompascom
@paoloigna1
@tmobilehelp
@detikcom

Top Tweeters in G1:
@la_patilla
@kompascom
@robinsnewswire
@zyitegadgets
@peruenlanoticia
@titrespresse
@andyvermaut
@elpoliticonews
@maduradascom
@beritasatu

Top Tweeters in G2:
@torontostar
@bobilly10
@msanncooper
@iromg
@dunholme
@suprsilentdave
@aackthu
@tvkev
@sarfsee
@essexpr

Top Tweeters in G3:
@ppiixx
@rob_kimbell
@ziyaggy
@mufc4thefans
@bastheekhoe
@enewsuk
@dpjhodges
@grumpy_indie
@bdutt
@gavin_b_hayes

Top Tweeters in G4:
@ndtv
@railminindia
@notesonwisdom
@news18india
@airnewsalerts
@zeenews
@ch_nuthan
@pib_india
@bjp4india
@sushabelieber

Top Tweeters in G5:
@elisahk92
@yvespdb
@rtlfrance
@vaneay
@baroni_danielle
@martina
@valerie0768
@veve_gr
@impiaire
@florencecacault

Top Tweeters in G6:
@she534
@ouestfrance
@darylmox
@cnews
@elianecarrier
@ntwolfmother
@catman_rilea
@julien0686
@ikeviin
@migmc972

Top Tweeters in G7:
@endtheoligarch
@andymoz78
@mryeswecan
@mikefealey
@chriskl70208387
@benshapiro
@dinamo1234
@lesmurphy6
@chrisgiles7
@adamwagner1

Top Tweeters in G8:
@vespasian91
@_sanjidaaaa
@elainefoster10
@john210750
@bylinetimes
@jonnymorris1973
@ian_politic
@ehijacked
@janet_ewan
@chkagm

Top Tweeters in G9:
@mog7546
@sandykalano
@terryg1979
@shirleydebalsi
@victorsharma12
@sandysva
@imcosta1
@rickimayhall
@tjseraphim
@ange_patricia

Top Tweeters in G10:
@43a6f0ce5dac4ea
@albur1948
@ft
@kehoe_ted
@pet031960
@rtr_chris
@wenmama2
@newsmax
@laselenita
@theresamaga2020


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