COVID, Twitter, 12/8/2021 10:05:28 AM, 267939


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COVID_2021-12-08_00-32-01.xlsx
COVID_2021-12-08_00-32-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
December 08, 2021
Short Description:
COVID via NodeXL https://bit.ly/33b3UjX
@essexpr
@tan123
@jamesfalaise
@devisridhar
@safeedforall_uk
@dgurdasani1
@latimeralder
@sexiest75
@rsarille4
@chrischirp

Top hashtags:
#covid
#covid19
#covid_19
#omicron
#jeeadvancedforall
#omicronvariant
#coronavirus
#pfizer

Description:
Description
The graph represents a network of 11,911 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, 08 December 2021 at 08:48 UTC.

The requested start date was Wednesday, 08 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, 05 December 2021 at 12:17 UTC to Tuesday, 07 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 : 11911
Unique Edges : 6662
Edges With Duplicates : 12018
Total Edges : 18680
Number of Edge Types : 5
Retweet : 5375
MentionsInRetweet : 6189
Tweet : 3485
Mentions : 2556
Replies to : 1075
Self-Loops : 3521
Reciprocated Vertex Pair Ratio : 0.00642260757867694
Reciprocated Edge Ratio : 0.0127632418634333
Connected Components : 3593
Single-Vertex Connected Components : 937
Maximum Vertices in a Connected Component : 826
Maximum Edges in a Connected Component : 1757
Maximum Geodesic Distance (Diameter) : 43
Average Geodesic Distance : 11.000879
Graph Density : 6.62766060710132E-05
Modularity : 0.578029
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 11,911 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, 08 December 2021 at 08:48 UTC.

The requested start date was Wednesday, 08 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, 05 December 2021 at 12:17 UTC to Tuesday, 07 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.npr.org/sections/health-shots/2021/12/05/1059828993/data-vaccine-misinformation-trump-counties-covid-death-rate
[12] https://covid-vaccine.jp/pfizer-medi?page=1&limit=50&sort1=no
[9] https://news.sky.com/story/covid-19-early-indications-omicron-is-more-transmissible-than-delta-variant-boris-johnson-says-12489029
[8] https://public.tableau.com/profile/public.health.wales.health.protection#!/vizhome/RapidCOVID-19virology-Public/Headlinesummary
[8] https://public.tableau.com/views/RapidCOVID-19virology-Mobilefriendly/Summary?%3AshowVizHome=no&%3Aembed=true#2
[8] https://e.vnexpress.net/news/news/3rd-child-in-vietnam-dies-after-covid-vaccination-4396697.html
[7] https://lecourrierdesstrateges.fr/2021/12/05/covid-19-pourquoi-et-comment-les-initiateurs-du-confinement-mondial-pourraient-etre-poursuivis-pour-crimes-contre-lhumanite/
[7] https://www.theepochtimes.com/covid-19-a-pandemic-of-fear-manufactured-by-authorities-yale-epidemiologist_4106244.html?utm_source=News&utm_medium=email&utm_campaign=breaking-2021-12-05-1&est=eJUruzyeTwufU%2Bi7VbBvouUZ85trFLnGxrsXh8jJsfsCK2HrRWGxcDN0I%2BkJTH%2F4CH0%3D
[6] https://dailycaller.com/2021/12/04/dana-white-covid-19-healed-joe-rogan-advice/
[6] https://www.standard.co.uk/news/health/post-pandemic-stress-disorder-heart-conditions-covid-london-physicians-b969436.html

Top URLs in Tweet in G1:
[5] https://www.theguardian.com/politics/live/2021/dec/06/uk-covid-live-boris-johnson-no-10-christmas-party-lockdown-rules-kit-malthouse-latest-updates-?CMP=share_btn_tw
[3] https://www.instagram.com/accounts/login/
[3] https://doctorsandscientistsdeclaration.org/
[3] https://francais.rt.com/international/93340-covid-19-ministere-japonais-sante-met-garde-effets-secondaires-graves-vaccins
[3] https://www.theglobeandmail.com/world/article-new-canadian-covid-19-travel-rules-spark-turmoil-at-airports-and/
[2] https://racurs.ua/ua/n163994-zv-yazok-covid-vakcyny-ta-snidu-zayavu-prezydenta-brazyliyi-pereviryt-sud.html
[2] https://www.cnn.com/2021/12/05/health/covid-pandemic-global-solutions-toolkit-cmd-intl/index.html
[2] https://www.npr.org/sections/health-shots/2021/12/05/1059828993/data-vaccine-misinformation-trump-counties-covid-death-rate
[2] https://hindi.oneindia.com/videos/covid19-vaccination-50-of-indias-eligible-population-received-both-doses-of-the-vaccine-2044656.html
[2] https://www.ktlo.com/2021/12/06/covid-19-local-numbers-new-and-active-cases-explode-in-baxter-marion-and-boone-counties/

Top URLs in Tweet in G2:
[2] https://www.ndtv.com/world-news/coronavirus-omicron-variant-omicron-variant-in-south-africa-south-africa-readies-hospitals-as-omicron-variant-drives-new-covid-wave-2638877#pfrom=home-coronavirus_coronavirus-lateststories_live
[2] http://toi.in/micron/redirect.html?str=sZABuZ/a24gk
[2] https://www.onlinewiki.in/wiki/news/69-including-59-students-all-asymptomatic-test-covid-positive-in-karnataka/
[1] https://twitter.com/ark_tara/status/1467822556354781190
[1] https://twitter.com/mansukhmandviya/status/1467351665690906626
[1] https://www.abc.net.au/news/health/2021-11-25/covid-indoor-air-ventilation-air-conditioning-mould-coronavirus/100630782
[1] https://t.me/pbns_india/19750
[1] https://www.onlinewiki.in/wiki/news/who-europe-says-covid-vaccine-mandates-should-be-last-resort/
[1] https://www.freepressjournal.in/india/another-day-another-milestone-india-vaccinates-85-of-eligible-population-with-first-dose-of-covid-19-vaccine
[1] https://www.outlookindia.com/website/story/india-news-covid-19-24-hours-to-go-for-himachal-pradesh-to-become-the-first-fully-vaccinated-state-in-india/403797

Top URLs in Tweet in G3:
[6] https://www.fox43.com/article/news/local/court-covid-ivermectin/521-03ecae6b-98c3-41f2-bf29-6874ea0392db
[2] https://www.theepochtimes.com/covid-19-outbreak-reported-on-us-cruise-ship-despite-fully-vaccinated-passengers_4139853.html?utm_source=newsnoe&utm_medium=email2&utm_campaign=breaking-2021-12-05-3&est=OCG9Kl4yNZ8BEodxQXXy5nUJqlbmsgMGiKPxWYbFIVH2DKPuklZJ4Z8GjW2jOiqTvw%3D%3D
[1] https://twitter.com/juliahb1/status/1467613746084425731
[1] https://twitter.com/statsjamie/status/1466687303171117056?t=Ow90PviRcuW-U0YEkyoWtQ&s=19
[1] https://twitter.com/nigelkellow/status/1467604020948869121
[1] https://twitter.com/digitallifeuk/status/1467465079184576518
[1] https://twitter.com/maajidnawaz/status/1457026589108101121
[1] https://www.thetimes.co.uk/article/doctors-and-nurses-vent-anger-as-unvaccinated-covid-cases-delay-vital-operations-z3zchvv9l
[1] https://www.ntu.ac.uk/about-us/news/news-articles/2021/11/in-the-wrong-hands,-vaccination-statistics-can-prove-deadly-simpsons-paradox-shows-why
[1] https://twitter.com/martinneil9/status/1466814347762671628

Top URLs in Tweet in G5:
[6] https://dailycaller.com/2021/12/04/dana-white-covid-19-healed-joe-rogan-advice/
[4] https://www.youtube.com/watch?v=DP27OA-8bzE&feature=youtu.be

[2] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Farticle%2FS0140-6736%2821%2900869-2%2Ffulltext&rc=0
[2] https://www.24matins.fr/vaccin-covid-19-une-etude-toulousaine-montre-un-risque-de-myocardite-chez-les-adolescents-1332597?utm_source=opera&utm_campaign=france&fr=operanews
[1] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flancet%2Farticle%2FPIIS0140-6736%2821%2902243-1%2Ffulltext&rc=0
[1] https://www.lemonde.fr/idees/article/2021/11/09/des-representants-des-hopitaux-d-ile-de-france-et-de-l-ap-hp-alertent-a-l-hopital-un-veritable-choc-d-attractivite-est-necessaire_6101439_3232.html
[1] https://www.francebleu.fr/infos/sante-sciences/face-a-la-cinquieme-vague-de-covid-19-l-agence-regionale-de-sante-du-grand-est-lance-un-appel-aux-1638783676
[1] https://twitter.com/aapsonline/status/1468043373189558276
[1] https://www.medrxiv.org/content/10.1101/2021.11.30.21267048v1.full.pdf
[1] https://buff.ly/3y1kA8H

Top URLs in Tweet in G6:
[4] https://www.abc.es/salud/enfermedades/abci-jovenes-recuperan-rapidamente-miocarditis-asociada-vacuna-covid-202112061200_noticia.html#vca=rrss&vmc=abc-es&vso=tw&vli=cm-general&_tcode=bTA2NXEx
[2] https://www.dailymail.co.uk/news/article-10156793/Fully-vaccinated-air-passenger-infected-Covid-dead-flight-Turkey-Germany.html
[1] https://twitter.com/abc_es/status/1468118083088928771
[1] https://twitter.com/Nusakan007/status/1467150803601350657

Top URLs in Tweet in G7:
[3] https://trib.al/9l4JvXY
[3] https://trib.al/RLZNcNb
[3] https://www.theguardian.com/world/2021/dec/05/hippos-test-positive-covid-antwerp-zoo-belgium?utm_term=Autofeed&CMP=twt_b-gdnnews&utm_medium=Social&utm_source=Twitter#Echobox=1638705689
[2] https://www.indiatoday.in/india/story/mumbai-news-today-live-updates-7-december-2021-latest-breaking-news-now-covid-in-mumbai-1884933-2021-12-07
[2] https://trib.al/xVYuasZ
[2] https://www.theguardian.com/football/2021/dec/07/tottenham-games-under-threat-following-covid-outbreak-at-club?utm_term=Autofeed&CMP=twt_b-gdnnews&utm_medium=Social&utm_source=Twitter#Echobox=1638877861
[2] https://www.theguardian.com/global/video/2021/dec/06/next-pandemic-could-be-worse-than-covid-warns-oxford-vaccine-creator-video?utm_term=Autofeed&CMP=twt_b-gdnnews&utm_medium=Social&utm_source=Twitter#Echobox=1638790268
[2] https://www.npr.org/sections/health-shots/2021/12/05/1059828993/data-vaccine-misinformation-trump-counties-covid-death-rate
[1] https://www.theguardian.com/society/2021/dec/05/australian-children-aged-five-to-11-set-to-receive-pfizer-covid-vaccine-from-mid-january
[1] https://www.indiatoday.in/india/story/bangalore-news-today-live-updates-6-december-2021-latest-breaking-news-now-covid-in-bangalore-1884530-2021-12-06

Top URLs in Tweet in G8:
[4] https://lecourrierdesstrateges.fr/2021/12/05/covid-19-pourquoi-et-comment-les-initiateurs-du-confinement-mondial-pourraient-etre-poursuivis-pour-crimes-contre-lhumanite/
[3] https://brownstone.org/articles/vaccine-mandates-unscientific-divisive-and-enormously-costly/
[2] https://www.youtube.com/watch?v=D6hUoosMOuU&feature=youtu.be

[2] https://reinfocovid.fr/science/bilan-du-rapport-de-latih/
[2] https://luc-bodin.fr/evolution/des-isotherapies-pour-minimiser-les-effets-indesirables-des-vaccins-anti-covid/
[2] https://anthropo-logiques.org/plus-de-400-etudes-demontrent-lechec-des-mesures-dites-sanitaires-contre-le-covid/
[1] https://stateofthenation.co/wp-content/uploads/2021/03/Covid-Lawsuit-Filed-in-Canada.pdf
[1] https://www.bfmtv.com/societe/education/covid-19-ce-que-prevoit-le-niveau-3-du-protocole-sanitaire-a-l-ecole_AN-202112060306.html
[1] https://twitter.com/EricTopol/status/1467568032364990464
[1] https://www.data.gouv.fr/fr/datasets/donnees-relatives-aux-personnes-vaccinees-contre-la-covid-19-1/

Top URLs in Tweet in G9:
[3] https://brownstone.org/articles/79-research-studies-affirm-naturally-acquired-immunity-to-covid-19-documented-linked-and-quoted/
[2] https://www.newsweek.com/nearly-70-hospital-workers-test-positive-covid-after-christmas-meal-malaga-spain-1656401
[1] https://www.dailywire.com/news/how-do-you-overhype-that-fauci-objects-to-ron-johnson-claim-that-he-wants-to-keep-people-scared-of-covid?%3Futm_source=twitter&utm_medium=social&utm_campaign=dwtwitter
[1] https://washex.am/3IjuTK2
[1] https://twitter.com/jlimhospmd/status/1467964160487026691
[1] https://news.sky.com/video/covid-19-no-evidence-boosters-to-whole-population-will-provide-greater-protection-from-omicron-12483965
[1] https://westernstandardonline.com/2021/11/canada-to-fund-voluntary-isolation-sites-in-bc/
[1] https://brownstone.org/articles/restricting-freedom-did-not-defeat-covid/
[1] https://brownstone.org/articles/the-paucity-of-evidence-for-mandated-covid-19-vaccine-boosters/
[1] https://townhall.com/columnists/wayneallynroot/2021/12/05/how-i-beat-covid19-in-48-hours-with-ivermectin-just-like-joe-rogan-and-nfl-quarterback-aaron-rodgers-n2600084

Top URLs in Tweet in G10:
[3] https://www.npr.org/sections/health-shots/2021/12/05/1059828993/data-vaccine-misinformation-trump-counties-covid-death-rate?utm_source=dlvr.it&utm_medium=twitter
[2] https://www.independent.co.uk/news/uk/covid-jab-how-many-unvaccinated-b1971158.html?utm_content=Echobox&utm_medium=Social&utm_campaign=Main&utm_source=Twitter#Echobox=1638872107
[2] https://www.cnn.com/videos/tv/2021/12/04/is-immunity-from-covid-infection-same-as-vaccine.cnn
[1] https://www.nytimes.com/2021/12/06/us/politics/trump-covid.html
[1] https://trib.al/6fzwliv
[1] https://cnn.it/31x9bSh
[1] https://trib.al/LxrFy46
[1] https://cnn.it/31wnsyu
[1] https://cnn.it/3xXkSgY
[1] https://cnn.it/3DpIfAU

Top Domains
Top Domains in Tweet in Entire Graph:
[331] twitter.com
[121] co.uk
[63] theguardian.com
[58] com.br
[36] trib.al
[32] youtube.com
[28] nytimes.com
[28] npr.org
[23] sky.com
[21] blogspot.com

Top Domains in Tweet in G1:
[100] twitter.com
[17] com.br
[17] co.uk
[9] nytimes.com
[8] theguardian.com
[6] cnn.com
[5] washingtonpost.com
[4] npr.org
[4] news24.com
[4] rt.com

Top Domains in Tweet in G2:
[3] onlinewiki.in
[2] ndtv.com
[2] twitter.com
[2] toi.in
[1] net.au
[1] t.me
[1] freepressjournal.in
[1] outlookindia.com
[1] asianetnews.com

Top Domains in Tweet in G3:
[6] twitter.com
[6] fox43.com
[2] theepochtimes.com
[1] co.uk
[1] ac.uk

Top Domains in Tweet in G5:
[6] dailycaller.com
[4] youtube.com
[4] twitter.com
[3] elsevierhealth.com
[2] 24matins.fr
[1] lemonde.fr
[1] francebleu.fr
[1] medrxiv.org
[1] buff.ly
[1] trib.al

Top Domains in Tweet in G6:
[4] abc.es
[2] twitter.com
[2] co.uk

Top Domains in Tweet in G7:
[8] theguardian.com
[8] trib.al
[4] indiatoday.in
[2] npr.org
[1] twitter.com

Top Domains in Tweet in G8:
[4] lecourrierdesstrateges.fr
[4] twitter.com
[3] youtube.com
[3] brownstone.org
[2] reinfocovid.fr
[2] gouv.fr
[2] luc-bodin.fr
[2] anthropo-logiques.org
[1] stateofthenation.co
[1] bfmtv.com

Top Domains in Tweet in G9:
[5] brownstone.org
[2] newsweek.com
[1] dailywire.com
[1] washex.am
[1] twitter.com
[1] sky.com
[1] westernstandardonline.com
[1] townhall.com
[1] co.uk

Top Domains in Tweet in G10:
[5] cnn.it
[3] twitter.com
[3] npr.org
[2] trib.al
[2] co.uk
[2] cnn.com
[1] nytimes.com
[1] bit.ly
[1] foxnews.com
[1] egypttoday.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[222] covid
[192] covid19
[86] covid_19
[73] omicron
[41] jeeadvancedforall
[36] omicronvariant
[34] coronavirus
[24] pfizer
[23] vaccination
[21] drees



Top Hashtags in Tweet in G1:
[49] covid
[33] covid19
[16] omicron
[11] covid_19
[10] coronavirus
[4] corona
[4] vaccinesuccess
[4] polsekcilacaptengah
[4] polrescilacap
[4] poldajawatengah

Top Hashtags in Tweet in G2:
[39] jeeadvancedforall
[10] covid19
[8] covid
[6] extraattemptforall
[6] vaccinesuccess
[4] omicron
[3] thegoodstuff
[3] anaiksingh
[3] ellendegeneres
[3] harghardastak

Top Hashtags in Tweet in G3:
[5] covid19
[2] covid
[1] vaccinepassports
[1] solidarity
[1] resist
[1] jonestellthetruth
[1] christmas

Top Hashtags in Tweet in G5:
[3] covid19
[1] raoultgate
[1] trustthescience
[1] protocoletousinfectes

Top Hashtags in Tweet in G7:
[4] liveupdates
[3] omicron
[3] longcovid
[2] bengaluru
[2] covid
[2] getvaccinated
[1] covid19
[1] fblc
[1] longhaulers
[1] maskup

Top Hashtags in Tweet in G8:
[7] covid19
[4] drees
[3] thegreatmanip
[2] sudradio
[2] xav19
[1] vaccins

Top Hashtags in Tweet in G9:
[1] zerojoy
[1] zerowellbeing

Top Words
Top Words in Tweet in Entire Graph:
[8314] covid
[2144] 19
[727] people
[571] vaccine
[434] omicron
[388] more
[382] over
[340] vaccinated
[321] one
[319] variant

Top Words in Tweet in G1:
[875] covid
[318] 19
[63] vaccine
[62] omicron
[55] people
[50] contra
[49] #covid
[46] more
[39] variant
[37] pandemic

Top Words in Tweet in G2:
[123] covid
[39] #jeeadvancedforall
[32] please
[31] 2020
[28] क
[26] india
[26] 19
[25] another
[23] population
[21] people

Top Words in Tweet in G3:
[86] covid
[57] really
[53] people
[50] 90
[49] hospital
[38] vaccinated
[38] statsjamie
[31] reallorraine
[30] figure
[28] need

Top Words in Tweet in G4:
[135] covid
[68] loss
[68] motivation
[68] symptom
[68] ain
[68] feel
[68] same
[68] march
[68] 2020
[67] _ezeokolorie

Top Words in Tweet in G5:
[64] covid
[25] 19
[20] c'est
[17] gkierzek
[16] blâmé
[15] thelancet
[14] unvaccinated
[14] par
[12] stigmatising
[12] justified

Top Words in Tweet in G6:
[104] covid
[24] sorianodomingo
[24] días
[22] vacunado
[22] ultraconvencido
[22] contaban
[22] faltaban
[22] ponérsela
[22] parece
[22] escándalo

Top Words in Tweet in G7:
[83] covid
[32] gsd_mom
[30] kit_yates_maths
[29] people
[21] icu
[20] nurse
[20] intubated
[19] keep
[19] rn_critcare
[19] beds

Top Words in Tweet in G8:
[110] covid
[35] 19
[31] enfants
[30] étude
[29] personnes
[26] ont
[24] contre
[21] reçu
[20] moitié
[20] ayant

Top Words in Tweet in G9:
[80] covid
[52] vaccine
[44] drelidavid
[40] health
[34] breaking
[31] one
[30] soon
[30] 4th
[28] shot
[27] israeli

Top Words in Tweet in G10:
[80] covid
[49] 19
[33] cnn
[30] people
[27] vaccine
[23] over
[20] trump
[20] york
[18] kylegriffin1
[14] tried

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[2105] covid,19
[236] pasaporte,covid
[152] contra,covid
[122] omicron,variant
[117] covid,vaccine
[106] 19,vaccine
[104] positive,covid
[88] against,covid
[85] covid,cases
[84] march,2020

Top Word Pairs in Tweet in G1:
[312] covid,19
[37] contra,covid
[18] covid,vaccine
[17] omicron,variant
[15] pasaporte,covid
[14] 19,vaccination
[12] positive,covid
[12] due,covid
[11] omicron,covid
[10] covid,cases

Top Word Pairs in Tweet in G2:
[26] covid,19
[18] eligible,population
[11] please,take
[11] take,#jeeadvancedforall
[11] #jeeadvancedforall,consideration
[10] during,covid
[10] consideration,desparately
[10] desparately,need
[10] need,2020
[10] 2020,passouts

Top Word Pairs in Tweet in G3:
[47] 90,people
[47] people,hospital
[28] reallorraine,really
[28] really,figure
[28] figure,really
[28] really,need
[28] need,concentrate
[28] concentrate,90
[27] statsjamie,reallorraine
[27] hospital,vac

Top Word Pairs in Tweet in G4:
[68] loss,motivation
[68] motivation,covid
[68] covid,symptom
[68] symptom,ain
[68] ain,feel
[68] feel,same
[68] same,march
[68] march,2020
[67] _ezeokolorie,loss
[38] years,later

Top Word Pairs in Tweet in G5:
[25] covid,19
[12] thelancet,covid
[12] 19,stigmatising
[12] stigmatising,unvaccinated
[12] unvaccinated,justified
[12] justified,put
[12] put,extra
[12] extra,effort
[12] effort,bringing
[12] bringing,society

Top Word Pairs in Tweet in G6:
[22] vacunado,ultraconvencido
[22] ultraconvencido,contaban
[22] contaban,días
[22] días,faltaban
[22] faltaban,ponérsela
[22] ponérsela,parece
[22] parece,escándalo
[21] sorianodomingo,vacunado
[13] pasaporte,covid
[12] pasado,covid

Top Word Pairs in Tweet in G7:
[19] icu,beds
[19] beds,nh
[19] nh,unit's
[19] unit's,covid
[19] covid,except
[19] except,intubated
[19] intubated,codes
[19] codes,tonight
[19] tonight,outside
[19] outside,unit

Top Word Pairs in Tweet in G8:
[35] covid,19
[20] moitié,ayant
[20] ayant,reçu
[17] 27,000
[17] 000,personnes
[16] étude,française
[16] française,27
[16] personnes,disaient
[16] disaient,souffrir
[16] souffrir,covid

Top Word Pairs in Tweet in G9:
[27] breaking,israeli
[27] israeli,ministry
[27] ministry,health
[27] health,announced
[27] announced,today
[27] today,soon
[27] soon,approve
[27] approve,4th
[27] 4th,vaccine
[27] vaccine,shot

Top Word Pairs in Tweet in G10:
[49] covid,19
[14] positive,covid
[12] 50,year
[12] year,old
[12] old,man
[12] man,tried
[12] tried,pass
[12] pass,silicone
[12] silicone,arm
[12] arm,covid

Top Replied-To
Top Replied-To in Entire Graph:
@cnews
@beatriztalegon
@iagovernor
@gsd_mom
@afneil
@chapuapaolaza
@divizio1
@whatthepr1ce
@yacoubasg
@jim_jordan

Top Replied-To in G2:
@aktu_lucknow
@narendramodi
@healthyheating
@mainkuchbolu
@youarelobbylud
@saurav05181847
@thatrajputguy1
@snehilk1
@ramosirofficial

Top Replied-To in G3:
@afneil
@statsjamie
@fact_covid
@paulathon1
@swallowhunter
@essexpr
@thewiseolowl
@emmakennytv
@steve8412
@bellies_ten

Top Replied-To in G4:
@c_ibs

Top Replied-To in G5:
@florianj69
@giletsfrance
@sahabiaali
@lbonneux
@assocovid
@therightmelissa
@arikouts
@reallidiasdolls
@bitterfruitsr
@bennyjohnson

Top Replied-To in G6:
@sorianodomingo
@garramantas10
@gabipizarro12
@qrispal
@alexpl7494
@abc_es
@mr_ou1ja
@rsarille4
@noalpasacovid
@j4v13r_v1v4s

Top Replied-To in G7:
@gsd_mom
@j_b_kennedy
@fritchy10
@cecesteffen
@vanwacitizen
@kit_yates_maths
@parsonsfolly
@rn_critcare

Top Replied-To in G8:
@poulin2012
@nusakan007
@philippemurer
@marckisscool
@hejonatane
@veroniquegenest
@corinnereverbel
@courtais10

Top Replied-To in G9:
@drelidavid
@sadiewilkens_
@scienceshared
@defendingmine

Top Replied-To in G10:
@cnn
@noraneus
@kylegriffin1
@smerconish
@stopdisinfo24_7
@joncoopertweets
@janicedean

Top Mentioned
Top Mentioned in Entire Graph:
@manuelrico
@_ezeokolorie
@callumjodwyer
@lateefsaka
@drelidavid
@c_ibs
@statsjamie
@prisonplanet
@reallorraine
@kit_yates_maths

Top Mentioned in G1:
@racurs_ua
@danny1098765
@ondaftv
@asdrubal1963
@xico_alexandre
@romanemeryt
@youkitripifree
@cadwego

Top Mentioned in G2:
@pmoindia
@narendramodi
@dpradhanbjp
@supersiri20
@mansukhmandviya
@iitbombay
@drfauziakhanncp
@ramgopal_rao
@karandi65
@amitshah

Top Mentioned in G3:
@statsjamie
@reallorraine
@berniespofforth
@steve8412
@essexpr
@afneil
@maajidnawaz
@drhilaryjones
@covid19crusher
@lbc

Top Mentioned in G4:
@_ezeokolorie
@c_ibs
@kjos__
@ssaasquatch
@deji95

Top Mentioned in G5:
@gkierzek
@thelancet
@ordre_medecins
@idrissaberkane
@tatiann69922625
@assocovid
@autrement_votre
@niusmarco
@arikouts
@dailycaller

Top Mentioned in G6:
@sorianodomingo
@inconforme75
@anelramve
@rsarille4
@polincorrect2
@latimeralder
@buenrollo13
@garramantas10
@abc_es
@qrispal

Top Mentioned in G7:
@kit_yates_maths
@gsd_mom
@rn_critcare
@bbcnews
@indiatoday
@evolvepolitics
@guardiannews
@matthewjdowd
@organcadenza
@danielanadj

Top Mentioned in G8:
@nusakan007
@corinnereverbel
@sakura76655068
@laurentthines
@cstrateges
@krieger66362259
@banounhelene
@poulin2012
@hamelinmd
@veroniquegenest

Top Mentioned in G9:
@drelidavid
@jedediahbila
@martymakary
@gilt_elephant
@james_e_baldwin
@ajacksontv
@antoniosabatojr
@vydreos
@realdailywire
@brownstoneinst

Top Mentioned in G10:
@cnn
@kylegriffin1
@joncoopertweets
@janicedean
@maggienyt
@nprpolitics
@brianstelter
@ashleyrparker
@brikeilarcnn
@jdawsey1

Top Tweeters
Top Tweeters in Entire Graph:
@elnacionalweb
@infoitinterno
@tomthunkitsmind
@ptjasamarga
@barntiques859
@kompascom
@detikcom
@republikaonline
@souljahsingh
@medicinehelp

Top Tweeters in G1:
@infoitinterno
@ptjasamarga
@kompascom
@detikcom
@medicinehelp
@titrespresse
@jokottenweb
@cpa_breda
@derekjohnbryant
@jenkers_en

Top Tweeters in G2:
@69nicebot69
@httweets
@ndtv
@timesofindia
@dna
@aajtak
@khushi4justice
@thequint
@livemint
@abpnews

Top Tweeters in G3:
@johndmtb
@pkinbangkok
@tan123
@lbc
@essexpr
@surfaceskimmer
@mascord
@regentmanadb
@offshorebella
@shalomegrace1

Top Tweeters in G4:
@q1_3_1q
@lawalmilset
@fthhntsya
@only1kalle
@thatnigga_bongz
@itsjayymacc
@pxpular_culture
@mendezjubril
@neomoonvv
@cece_ledwaba

Top Tweeters in G5:
@myself1234567
@dailycaller
@chacha01591
@co_co_tweet
@gmirlt
@urubec
@carnet8
@idrissaberkane
@vincentglad
@evarev1

Top Tweeters in G6:
@abc_es
@soy_un_clasico
@ddia7940
@mtq22
@juanca_menrod
@latimeralder
@rosalalejandria
@rsarille4
@pedrito1922
@conbdebemoles

Top Tweeters in G7:
@indiatoday
@indiatodayflash
@bbcnews
@golwgymor
@shambles151
@bbcworld
@jeffgazzard
@guardiannews
@fascinatorfun
@theshugmovement

Top Tweeters in G8:
@l_oranaise_
@gourlotpascon
@marie08187533
@reveident
@flobga
@sudradio
@lci
@colerenoire
@frogxit
@veroniquegenest

Top Tweeters in G9:
@dcexaminer
@isaacdotnet
@teokee
@realdailywire
@truetrumper
@mayi40442936
@saneandbrave
@juju_zeez
@camilaob2
@hiawathacat

Top Tweeters in G10:
@world_news_eng
@independent
@muzikscribe
@mdjacksondallas
@khalsir
@maccocktail
@njmike731
@enidlogan
@cnn
@jojogogo


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