COVID, Twitter, 12/24/2021 1:45:34 PM, 268938


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COVID_2021-12-24_00-39-27.xlsx
COVID_2021-12-24_00-39-27.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
December 24, 2021
Short Description:
COVID via NodeXL https://bit.ly/3mvzBLo
@borisjohnson
@buddymunro
@hanarghhhh
@jburnmurdoch
@doctor_oxford
@rwmalonemd
@mazzmcp
@dom_perrottet
@sajidjavid
@onlinemathst

Top hashtags:
#covid
#covid19
#covid_19
#omicron
#janganpergidulu
#toquedequeda
#coronavirus

Description:
Description
The graph represents a network of 11,949 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, 24 December 2021 at 08:55 UTC.

The requested start date was Friday, 24 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 6-day, 0-hour, 1-minute period from Friday, 17 December 2021 at 12:18 UTC to Thursday, 23 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 : 11949
Unique Edges : 6639
Edges With Duplicates : 11561
Total Edges : 18200
Number of Edge Types : 5
Tweet : 3741
Retweet : 5351
MentionsInRetweet : 6088
Replies to : 1061
Mentions : 1959
Self-Loops : 3797
Reciprocated Vertex Pair Ratio : 0.00293553121824546
Reciprocated Edge Ratio : 0.00585387819430373
Connected Components : 3933
Single-Vertex Connected Components : 1009
Maximum Vertices in a Connected Component : 389
Maximum Edges in a Connected Component : 821
Maximum Geodesic Distance (Diameter) : 18
Average Geodesic Distance : 5.275524
Graph Density : 6.22204126493069E-05
Modularity : 0.576091
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 11,949 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, 24 December 2021 at 08:55 UTC.

The requested start date was Friday, 24 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 6-day, 0-hour, 1-minute period from Friday, 17 December 2021 at 12:18 UTC to Thursday, 23 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:
[15] https://www.whitehouse.gov/briefing-room/press-briefings/2021/12/17/press-briefing-by-white-house-covid-19-response-team-and-public-health-officials-74/
[12] https://www.bristolpost.co.uk/news/bristol-news/immensa-false-negative-covid-test-6376631
[10] https://www.cnbc.com/2021/12/22/who-says-covid-vaccine-booster-programs-will-prolong-pandemic.html
[10] https://www.lepoint.fr/sondages-oui-non/etes-vous-desormais-favorable-a-une-vaccination-obligatoire-des-adultes-contre-le-covid-19--17-12-2021-2457268_1923.php
[9] https://www.reuters.com/world/refugees-lack-covid-shots-because-drugmakers-fear-lawsuits-documents-2021-12-16/
[7] https://childrenshealthdefense.org/defender/jessica-rose-mrna-covid-vaccines-innate-immunity/
[7] https://fonts.googleapis.com/css?family=Lato:400,700,900|PT+Serif
[6] https://www.abc.es/play/abci-antonio-resines-ingresado-contagio-covid-tres-dosis-vacuna-202112230925_noticia_amp.html
[6] https://www.washingtonpost.com/dc-md-va/2021/12/22/dc-covid-vaccine-business-requirement/
[6] http://trib.al/NJFvoXm

Top URLs in Tweet in G1:
[4] https://www.nytimes.com/2021/12/19/us/covid-cases-holiday-plans-omicron.html
[3] https://www.cnbc.com/2021/12/22/who-says-covid-vaccine-booster-programs-will-prolong-pandemic.html
[2] https://www.instagram.com/accounts/login/
[2] https://rionoticias.co/por-contagio-masivo-de-covid-19-de-las-candidatas-suspenden-el-certamen-de-belleza-miss-mundo/
[2] http://www.nhs.uk/conditions/coronavirus-covid-19/testing/
[2] https://www.news24.com/you/MyStory/my-story-my-baby-died-in-my-arms-and-i-spent-79-days-in-icu-this-is-my-harrowing-covid-journey-20210618
[2] https://www.symphonise.consulting/4-business-continuity-lessons-from-covid-19/
[2] Semi
[2] https://www.edinburghlive.co.uk/news/uk-world-news/nicola-sturgeon-covid-update-live-22491547
[2] https://www.nytimes.com/2021/12/20/health/moderna-covid-booster-omicron.html

Top URLs in Tweet in G2:
[1] https://news.sky.com/
[1] https://preml.ge/5yterc
[1] https://theathletic.com/3025443/2021/12/19/exhausted-and-disjointed-chelsea-are-hanging-on-to-the-title-race/?source=spaj
[1] https://twitter.com/telefootball/status/1472892707689357320
[1] https://twitter.com/upaceo/status/1472263662987526145
[1] https://metro.co.uk/2021/12/23/two-premier-league-boxing-day-games-called-off-amid-covid-19-outbreaks-15815247/?ito=article.mweb.share.top.twitter
[1] https://twitter.com/premierleague/status/1473987390696050697
[1] https://www.beinsports.com/en/premier-league/news/liverpool-vs-leeds-wolves-vs-watford-games-ca/1804596

Top URLs in Tweet in G3:
[3] https://www.newsmax.com/us/jimmy-carter-economy-pandemic-covid-19/2021/12/21/id/1049573/
[3] https://nypost.com/2021/12/22/what-are-the-symptoms-of-omicron-the-latest-covid-variant/?utm_source=NYPTwitter&utm_medium=SocialFlow&utm_campaign=SocialFlow
[3] https://trib.al/yOTbc25
[2] https://www.cnbc.com/2021/12/22/who-says-covid-vaccine-booster-programs-will-prolong-pandemic.html
[2] https://www.newsmax.com/newsmax-tv/covid-joebiden-mandates-omicron/2021/12/22/id/1049726/
[2] https://trib.al/8JBzMXq
[2] https://trib.al/GFntm6E
[2] https://www.theguardian.com/world/2021/dec/23/china-locks-down-13-million-people-in-xian-after-detecting-127-covid-cases?utm_term=Autofeed&CMP=twt_gu&utm_medium&utm_source=Twitter#Echobox=1640253400
[2] https://www.todayonline.com/singapore/53-65-confirmed-imported-omicron-covid-19-cases-arrived-singapore-through-vtls-moh-1777781?utm_source=dlvr.it&utm_medium=twitter
[2] https://www.todayonline.com/singapore/drop-covid-19-caseload-brings-little-respite-healthcare-workers-amid-manpower-crunch-1775226?utm_source=dlvr.it&utm_medium=twitter

Top URLs in Tweet in G4:
[3] https://www.tes.com/magazine/news/general/school-staff-more-likely-catch-covid-other-workers
[2] https://twitter.com/muinteoirmama/status/1473728746528067605
[2] https://www.independent.co.uk/travel/news-and-advice/royal-caribbean-cruise-ships-covid-outbreak-b1981354.html?utm_content=Echobox&utm_medium=Social&utm_campaign=Main&utm_source=Twitter#Echobox=1640260959
[2] https://www.standard.co.uk/news/world/christmas-cancelled-gibraltar-vaccinations-b966816.html
[1] https://twitter.com/helenrsalisbury/status/1473987307862691848
[1] https://www.wsws.org/en/articles/2021/12/20/educ-d20.html
[1] https://twitter.com/wigtoday/status/1471441139089739778
[1] https://twitter.com/politicsforali/status/1471739754836336646
[1] https://twitter.com/afneil/status/1473946464082710531
[1] https://yorkshirebylines.co.uk/news/education/groundhog-day-for-schools-and-covid-this-christmas/

Top URLs in Tweet in G5:
[4] https://www.bfmtv.com/sante/en-direct-omicron-menace-noel-suivez-l-actualite-de-l-epidemie-de-covid-19-minute-par-minute_LN-202112200049.html#article_71668
[2] http://www.covid.risan.eu
[2] https://www.cnews.fr/videos/france/2021-12-16/covid-19-non-vaccine-et-hospitalise-il-lance-un-appel-la-vaccination
[2] https://www.bfmtv.com/sante/en-direct-covid-19-les-restrictions-se-multiplient-dans-le-monde_LN-202112190024.html
[2] https://www.bfmtv.com/international/covid-19-le-forum-economique-mondial-de-davos-prevu-en-janvier-reporte_AD-202112200232.html#xtor=CS9-144-[twitter]-[BFMTV]
[2] https://www.bfmtv.com/sante/martinique-un-deuxieme-syndicaliste-mobilise-contre-l-obligation-vaccinale-meurt-du-covid-19_AN-202112220165.html
[2] https://www.bfmtv.com/sante/en-direct-flambee-d-omicron-vaccination-des-enfants-suivez-l-actualite-covid-19-minute-par-minute_LN-202112220063.html
[2] https://www.bfmtv.com/sante/covid-19-les-anticorps-post-infection-conferent-une-immunite-de-18-a-24-mois_AN-202111120212.html
[2] https://labovialle.com/archives/328-a
[2] https://www.bfmtv.com/sante/en-direct-covid-19-la-menace-du-variant-omicron-plane-toujours-sur-noel-et-nouvel-an_LN-202112230021.html#article_72083

Top URLs in Tweet in G6:
[2] https://petition.parliament.uk/petitions/599841
[1] https://justthenews.com/politics-policy/coronavirus/fda-authorized-first-covid-19-antiviral-pill-us?utm_source=breaking&utm_medium=email&utm_campaign=newsletter
[1] https://www.independent.co.uk/news/world/americas/new-york-omicron-covid-cases-b1979023.html
[1] https://twitter.com/guardian/status/1472643621870612485

Top URLs in Tweet in G7:
[2] https://gothamist.com/news/ny-breaks-covid-case-record-2-days-in-a-rowbut-is-still-far-from-its-worst-peak
[2] https://effets-secondaires-vaccins-covid.org/
[1] https://www.outkick.com/vaccination-status-has-made-little-difference-in-return-time-for-nfl-players/
[1] https://www.cnn.com/2021/08/02/politics/ron-desantis-florida-governor-masks-covid-19/index.html
[1] http://www.msn.com/en-us/news/world/while-omicron-explodes-around-the-world-covid-cases-in-japan-keep-plummeting-and-no-one-knows-exactly-why/ar-AAS34PH?ocid=winp-st
[1] https://twitter.com/PrisonPlanet/status/1473718210121940997
[1] https://www.20min.ch/fr/story/six-enfants-recoivent-par-erreur-une-dose-deux-fois-trop-forte-685973664439
[1] https://twitter.com/wellboy/status/1472021972083171331

Top URLs in Tweet in G8:
[3] https://www.zerohedge.com/covid-19/senator-elizabeth-warren-tests-positive-covid-19
[3] https://www.zerohedge.com/covid-19/moderna-claims-third-booster-dose-37-times-more-effective-against-omicron
[2] https://www.zerohedge.com/covid-19/modernas-covid-vaccine-4-times-more-likely-cause-heart-inflammation-pfizers-study
[1] https://twitter.com/tnicholsmd/status/1473821771031744512
[1] https://www.nytimes.com/2021/12/23/briefing/covids-risk-to-older-adults.html?smid=tw-share
[1] https://summit.news/2021/12/23/70-per-cent-of-londons-covid-hospitalisations-diagnosed-after-being-admitted-for-other-ailments/
[1] https://www.youtube.com/watch?v=af76uwdGCM0

[1] https://www.providencejournal.com/story/news/coronavirus/2021/12/20/ri-covid-deaths-3-000-people-milestone-pandemic-2021/8928853002/
[1] https://www.nytimes.com/2021/12/21/opinion/vaccine-hesitancy-covid-omicron.html
[1] https://nyti.ms/3Exz5Db

Top URLs in Tweet in G9:
[1] https://timesofindia.indiatimes.com/city/delhi/delhi-ncr-news-live-updates-covid-cases-omicron-cold-wave-weather-temperature-pollution-arvind-kejriwal-23-december-2021/liveblog/88437769.cms
[1] http://get.timesofindia.com?shortlink=toisupershare&pid=TOI_SuperApp_ShortURL_Sharing&c=TOI_SuperApp_ShortURL_Sharing
[1] https://www.businesstoday.in/latest/story/have-made-preparations-to-deal-with-up-to-1-lakh-cases-daily-delhi-cm-amid-omicron-scare-316641-2021-12-23
[1] https://www.aninews.in/news/national/general-news/delhi-prepared-to-handle-1-lakh-covid-19-cases-daily-says-cm-kejriwal-amid-omicron-scare20211223164921/
[1] https://twitter.com/GargiRawat/status/1473940562114150403
[1] https://www.news24.com/news24/southafrica/news/covid-19-stop-tracing-and-quarantining-of-contacts-says-ministerial-advisory-committee-20211219

Top URLs in Tweet in G10:
[2] https://www.abc.net.au/news/2021-12-23/wa-police-officer-fights-to-keep-job-over-covid-vaccination/100722202
[2] https://www.health.vic.gov.au/media-releases/coronavirus-update-for-victoria-19-december-2021
[2] https://www.coronavirus.vic.gov.au/victorian-coronavirus-covid-19-data
[1] https://www.wa.gov.au/
[1] https://www.facebook.com/login/?next=https%3A%2F%2Fwww.facebook.com%2FMarkMcGowanMP%2Fposts%2F464478298374354
[1] https://www.smh.com.au/politics/federal/perrottet-under-pressure-to-backflip-on-covid-rules-as-omicron-surges-20211218-p59ios.html?btis
[1] https://www.sahealth.sa.gov.au/COVIDcontacttracing
[1] https://www.theguardian.com/world/2021/dec/16/boris-johnson-joined-no-10-party-during-may-2020-lockdown-say-sources
[1] https://twitter.com/theprojecttv/status/1473596341712396289
[1] https://www.aph.gov.au/e-petitions/petition/EN3602

Top Domains
Top Domains in Tweet in Entire Graph:
[375] twitter.com
[124] co.uk
[48] trib.al
[41] reuters.com
[36] blogspot.com
[35] nytimes.com
[35] theguardian.com
[30] bit.ly
[28] com.br
[25] bloomberg.com

Top Domains in Tweet in G1:
[117] twitter.com
[31] co.uk
[12] nytimes.com
[12] com.br
[8] cnbc.com
[7] cnn.com
[6] washingtonpost.com
[5] theguardian.com
[5] nhs.uk
[5] ctvnews.ca

Top Domains in Tweet in G2:
[3] twitter.com
[1] sky.com
[1] preml.ge
[1] theathletic.com
[1] co.uk
[1] beinsports.com

Top Domains in Tweet in G3:
[10] newsmax.com
[10] trib.al
[7] nypost.com
[6] theguardian.com
[4] usatoday.com
[4] todayonline.com
[4] bloomberg.com
[3] wsj.com
[3] nyti.ms
[2] nytimes.com

Top Domains in Tweet in G4:
[9] twitter.com
[7] co.uk
[3] tes.com
[1] wsws.org
[1] theguardian.com
[1] rt.com
[1] parliament.uk
[1] washingtonpost.com
[1] sky.com

Top Domains in Tweet in G5:
[17] bfmtv.com
[5] lci.fr
[2] risan.eu
[2] cnews.fr
[2] labovialle.com
[2] lexpress.fr
[1] irsan.fr
[1] leparisien.fr
[1] twitter.com
[1] nature.com

Top Domains in Tweet in G6:
[2] parliament.uk
[1] justthenews.com
[1] co.uk
[1] twitter.com

Top Domains in Tweet in G7:
[2] gothamist.com
[2] twitter.com
[2] effets-secondaires-vaccins-covid.org
[1] outkick.com
[1] cnn.com
[1] msn.com
[1] 20min.ch

Top Domains in Tweet in G8:
[8] zerohedge.com
[2] nytimes.com
[1] twitter.com
[1] summit.news
[1] youtube.com
[1] providencejournal.com
[1] nyti.ms

Top Domains in Tweet in G9:
[1] indiatimes.com
[1] timesofindia.com
[1] businesstoday.in
[1] aninews.in
[1] twitter.com
[1] news24.com

Top Domains in Tweet in G10:
[7] gov.au
[2] net.au
[1] facebook.com
[1] com.au
[1] theguardian.com
[1] twitter.com
[1] nejm.org
[1] youtube.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[246] covid
[182] covid19
[123] covid_19
[68] omicron
[44] janganpergidulu
[27] toquedequeda
[26] coronavirus
[24] estadodealarma
[23] covidー19
[22] últimahora



Top Hashtags in Tweet in G1:
[36] covid
[20] covid_19
[15] covid19
[12] omicron
[7] coronavirus
[6] india
[3] 20dic
[3] medical
[3] leeds
[3] premierleague

Top Hashtags in Tweet in G2:
[14] lufc
[8] thfc
[4] lfc
[3] wolwat
[3] wolves
[3] watfordfc
[2] livlee
[2] christmaswishes
[1] cfc
[1] afc

Top Hashtags in Tweet in G3:
[7] covid
[6] omicron
[2] 45mustbeprosecuted
[2] votingrightsact
[2] delhi
[1] covidvaccine
[1] forusall
[1] ourhealthservice

Top Hashtags in Tweet in G4:
[2] bbcbreakfast
[2] covid_19
[2] covid
[1] endisolationincare
[1] lockdown
[1] haetaejarru
[1] pathetic
[1] coviduk
[1] covid19
[1] pims

Top Hashtags in Tweet in G5:
[10] inserm
[4] omicron
[3] covid19
[2] covid
[2] oms
[2] vaccin
[2] 3emedose
[1] 90minutesmatin
[1] tests
[1] grippe

Top Hashtags in Tweet in G6:
[1] novaccinepassportanywhere

Top Hashtags in Tweet in G7:
[2] covid19
[1] effetssecondaires
[1] effetsindesirables

Top Hashtags in Tweet in G8:
[1] pandemicsociology

Top Hashtags in Tweet in G9:
[12] covid
[11] covid19
[10] covaxin
[10] bharatbiotech
[10] pandemic
[9] environment
[5] omicron
[3] amritmahotsav
[3] omicronvariant
[2] doctors

Top Hashtags in Tweet in G10:
[2] covid
[2] rukban
[1] theworld
[1] covid19aus
[1] omicron
[1] auspol
[1] scottydoesnothing

Top Words
Top Words in Tweet in Entire Graph:
[8803] covid
[1973] 19
[699] people
[516] omicron
[510] vaccinated
[448] vaccine
[430] cases
[410] more
[370] day
[347] test

Top Words in Tweet in G1:
[932] covid
[247] 19
[74] omicron
[50] vaccine
[50] cases
[45] test
[44] more
[44] people
[39] christmas
[36] #covid

Top Words in Tweet in G2:
[180] covid
[159] postponed
[154] leeds
[147] vs
[117] league
[112] boxing
[112] day
[108] 19
[103] premier
[94] due

Top Words in Tweet in G3:
[101] covid
[58] 19
[45] omicron
[41] booster
[39] vaccine
[31] moderna
[21] tests
[20] over
[20] lab
[19] variant

Top Words in Tweet in G4:
[105] covid
[20] stop
[18] borisjohnson
[17] 19
[16] nadhimzahawi
[16] sajidjavid
[13] masks
[11] more
[11] workers
[10] omicron

Top Words in Tweet in G5:
[86] covid
[52] 19
[41] cnews
[37] laurent
[37] toubiana
[30] france
[28] chiffres
[27] 000
[26] 40
[26] malades

Top Words in Tweet in G6:
[97] covid
[29] pm
[28] friday
[28] 15th
[28] 2020
[28] held
[28] minute
[28] silence
[28] ward
[28] throughout

Top Words in Tweet in G7:
[125] vaccinated
[86] covid
[53] claytravis
[49] still
[42] nfl
[40] 100
[40] leagues
[39] 95
[38] nba
[38] 97

Top Words in Tweet in G8:
[55] covid
[17] due
[16] vaccination
[15] omicron
[14] 19
[13] zerohedge
[12] prisonplanet
[11] masks
[11] world
[11] economic

Top Words in Tweet in G9:
[34] क
[32] covid
[26] र
[19] न
[17] म
[16] द
[12] covaxin
[12] #covid
[11] 19
[11] #covid19

Top Words in Tweet in G10:
[93] covid
[22] hospital
[22] 19
[18] dom_perrottet
[16] patients
[15] jburnmurdoch
[15] health
[12] cases
[12] wa
[11] being

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1919] covid,19
[193] positive,covid
[187] due,covid
[169] boxing,day
[164] covid,cases
[163] contra,covid
[158] pasaporte,covid
[132] premier,league
[107] tested,positive
[106] covid,test

Top Word Pairs in Tweet in G1:
[242] covid,19
[22] positive,covid
[19] due,covid
[18] covid,cases
[17] contra,covid
[15] boxing,day
[13] pasaporte,covid
[13] covid,test
[13] rafael,nadal
[11] positivo,covid

Top Word Pairs in Tweet in G2:
[112] boxing,day
[108] covid,19
[103] premier,league
[82] due,covid
[74] vs,leeds
[71] wolves,vs
[69] liverpool,vs
[69] leeds,wolves
[69] vs,watford
[51] fixture,leeds

Top Word Pairs in Tweet in G3:
[58] covid,19
[18] moderna,lab
[13] lab,tests
[13] tests,booster
[13] booster,vaccine
[13] vaccine,show
[13] show,significantly
[13] significantly,raises
[13] raises,level
[13] level,antibodies

Top Word Pairs in Tweet in G4:
[17] covid,19
[6] due,covid
[6] 19,cases
[6] healthcare,workers
[5] positive,test
[5] nadhimzahawi,getintoteaching
[4] died,due
[4] covid,pass
[4] ffp3,masks
[4] borisjohnson,10downingstreet

Top Word Pairs in Tweet in G5:
[52] covid,19
[37] laurent,toubiana
[24] chiffres,rapportent
[24] rapportent,40
[24] 40,malades
[24] malades,semaine
[24] semaine,100
[24] 100,000
[24] 000,habitants
[24] habitants,france

Top Word Pairs in Tweet in G6:
[28] friday,15th
[28] 15th,2020
[28] 2020,pm
[28] pm,held
[28] held,minute
[28] minute,silence
[28] silence,ward
[28] ward,throughout
[28] throughout,hospital
[28] hospital,memory

Top Word Pairs in Tweet in G7:
[38] nfl,95
[38] 95,vaccinated
[38] vaccinated,nba
[38] nba,97
[38] 97,vaccinated
[38] vaccinated,nhl
[38] nhl,nearly
[38] nearly,100
[38] 100,vaccinated
[38] vaccinated,three

Top Word Pairs in Tweet in G8:
[14] covid,19
[11] world,economic
[11] economic,forum
[11] forum,davos
[11] davos,called
[11] called,due
[11] due,omicron
[11] omicron,variant
[11] variant,covid
[11] 19,uk's

Top Word Pairs in Tweet in G9:
[12] म,र
[10] र,क
[9] shelf,life
[9] life,extension
[9] extension,covaxin
[9] covaxin,#covaxin
[9] #covaxin,#covid19
[9] #covid19,#covid
[9] #covid,#bharatbiotech
[9] #bharatbiotech,#pandemic

Top Word Pairs in Tweet in G10:
[16] covid,19
[10] patients,being
[10] being,treated
[9] treated,covid
[8] weekly,breakdown
[8] breakdown,hospital
[8] hospital,patients
[8] covid,vs
[8] vs,those
[8] those,covid

Top Replied-To
Top Replied-To in Entire Graph:
@tobias_ellwood
@tapairportugal
@dorisgrinspun
@jamespearcelfc
@cnews
@bfmtv
@offshorebella
@sajidjavid
@cnn
@janainadobrasil

Top Replied-To in G1:

Top Replied-To in G2:
@jamespearcelfc
@lfc
@relent_less17
@richardbeese
@danielbennis_
@deckyquinn
@_pauljoyce
@brfootball
@angeldimezzala
@mcityfanpranesh

Top Replied-To in G3:
@allanfalor
@newsmax
@reilly2020
@davidaxelrod
@jashemann
@buyingtheleague
@nypost
@robreiner
@iamamnanawaz
@news24

Top Replied-To in G4:
@sajidjavid
@nadhimzahawi
@mprepuce
@cordeliaappleb1
@tobyh45
@drdavidbull
@kayburley
@tiredteacher0
@educationgovuk
@beajayemac

Top Replied-To in G5:
@cnews
@bfmtv
@1968framboisine
@emmanuelmacron
@calliope__35
@comprendreagir
@loichervepublic
@pia_mapia
@zanfr
@le_parisien

Top Replied-To in G6:
@timrunshismouth

Top Replied-To in G7:
@swole_d_lox
@chandelonr
@lainiebel
@anthfarina
@lgr109
@assocovid
@kluuz

Top Replied-To in G8:
@angrybklynmom
@dystateofmind
@argolfboy_10
@donna36046501
@marcorubio

Top Replied-To in G9:
@arvindkejriwal
@highereduminmp
@ishkarnbhandari
@ani
@drparulsharma1
@cmodelhi
@thanthitv

Top Replied-To in G10:
@dom_perrottet
@normanswan
@tmfscottp
@jburnmurdoch
@tony_harman
@noplaceforsheep
@jpdspell
@josiemcskimming
@mikecarlton01
@ashman83238683

Top Mentioned
Top Mentioned in Entire Graph:
@rwmalonemd
@claytravis
@lfc
@manuelrico
@brfootball
@noentemo
@cnews
@hanarghhhh
@skysportsnews
@congreso_es

Top Mentioned in G1:
@zaleskiluke
@donmillshfx
@freedomworld_
@newsflash_tf
@rionoticiasco
@avobrazorunma4
@symphonisec
@pat_ianni

Top Mentioned in G2:
@lfc
@brfootball
@skysportsnews
@lufc
@watfordfc
@premierleague
@cfcdaily
@_pauljoyce
@wolves
@daveockop

Top Mentioned in G3:
@nytimes
@potus
@nhsengland
@abc
@usatoday
@washingtonpost
@newsmax
@nycjim
@nypost
@msessex_hcp

Top Mentioned in G4:
@borisjohnson
@sajidjavid
@nadhimzahawi
@sandyboots2020
@essexpr
@educationgovuk
@10downingstreet
@getintoteaching
@helenrsalisbury
@daily_express

Top Mentioned in G5:
@cnews
@bfmtv
@100drine_juste
@lci
@dariusrochebin
@ivanrioufol
@jeancastex
@poulin2012
@pascalpraud
@robertm94945396

Top Mentioned in G6:
@ukgastrodr
@ollysmithtravel
@jp_asher
@seanspicer
@jmichaelwaller
@timrunshismouth
@drbarnesbangor
@danjgregory
@stclairashley
@misterchambo

Top Mentioned in G7:
@claytravis
@drelidavid
@joebiden
@karol
@chriscillizza
@timcast
@assocovid
@kksheld
@melhr7
@burackbobby_

Top Mentioned in G8:
@zerohedge
@prisonplanet
@drdavidsamadi
@2rachelled
@angrybklynmom
@dleonhardt
@marcorubio
@repcohen
@rephankjohnson
@repteddeutch

Top Mentioned in G9:
@ani
@bharatbiotech
@narendramodi
@pmoindia
@fordaindia
@mohfw_india
@mamcrda
@mansukhmandviya
@kishanreddybjp
@arvindkejriwal

Top Mentioned in G10:
@jburnmurdoch
@dom_perrottet
@markmcgowanmp
@abcnews
@scottmorrisonmp
@normanswan
@mikecarlton01
@josiemcskimming
@noplaceforsheep
@smh

Top Tweeters
Top Tweeters in Entire Graph:
@elnacionalweb
@caraotadigital
@la_patilla
@jornalistavitor
@mrdjones
@rk70534
@liputan6dotcom
@world_news_eng
@andyvermaut
@independent

Top Tweeters in G1:
@mrdjones
@andyvermaut
@newsmixerbg
@lucioquincioc
@blackcentaurfx
@rcnradio
@seekingalpha
@dev_discourse
@exbulletinuk
@merdekadotcom

Top Tweeters in G2:
@bapt_4_4
@quiddity8
@hizself
@elroomi
@abdo_massa
@omosh_jeff
@sauceprinz
@ikhwansolveig
@__steeze1
@jr_darkangel

Top Tweeters in G3:
@world_news_eng
@guardian
@nytimes
@nypost
@washingtonpost
@zeenewsenglish
@news24
@abc
@usatoday
@wsj

Top Tweeters in G4:
@independent
@daily_express
@magapanthus
@rob_kimbell
@saffiya_khan1
@iromg
@cirian75
@maryspes
@mousehole1
@annekni38953689

Top Tweeters in G5:
@curiouskd2000
@bfmtv
@le_parisien
@evelyneyant94
@sarah41659531
@cnews
@alain_co
@jeanclaudepeyra
@break08stephane
@menuet_morgan

Top Tweeters in G6:
@bendapp
@adarpe
@jjcarafano
@misterchambo
@pamsta67
@ken_frost
@karlmgriffiths
@nikolo007
@exalteduterus
@fcboswellona

Top Tweeters in G7:
@starcoreone02
@beanfrompa
@digino69
@chandelonr
@elianecarrier
@notredamebaby
@chriscillizza
@kristine29ha
@denwillliberty
@kriefkriefbis

Top Tweeters in G8:
@zerohedge
@doc_jjk
@andyblandina
@benito35dddavis
@fidtradz101
@fromagefrait
@lifenewshq
@nytopinion
@mlive
@happyhobbit4

Top Tweeters in G9:
@ani
@pib_india
@thanthitv
@ndtvindia
@business_today
@mirrornow
@thewire_in
@shwetaagarval
@pibraipur
@cnnbrk

Top Tweeters in G10:
@ygjumi
@petuniasforever
@abcnews
@idontmind64
@animaeok
@rolynhome
@lynmaree56
@smh
@davidr8203
@noplaceforsheep


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