COVID-19, Twitter, 11/24/2021 10:27:54 PM, 266929


FAQ | Problem?

COVID-19_2021-11-24_00-00-01.xlsx
COVID-19_2021-11-24_00-00-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
November 24, 2021
Short Description:
COVID-19 via NodeXL https://bit.ly/3xoW94P
@sajidjavid
@potus
@borisjohnson
@irened256
@repthomasmassie
@maajidnawaz
@electionwiz
@sandybeard19
@luvleigh17
@andrewpduncan2

Top hashtags:
#covid_19
#covid19
#covid
#coronavirus
#23kasım2021
#castex
#corona
#kamalhaasan

Description:
Description
The graph represents a network of 10,271 Twitter users whose tweets in the requested range contained "COVID-19", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 24 November 2021 at 08:25 UTC.

The requested start date was Wednesday, 24 November 2021 at 01:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 2-day, 0-hour, 8-minute period from Sunday, 21 November 2021 at 12:09 UTC to Tuesday, 23 November 2021 at 12:17 UTC.

Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".

The graph is directed.

The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.

The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.


Author Description


Overall Graph Metrics
Vertices : 10271
Unique Edges : 5382
Edges With Duplicates : 12003
Total Edges : 17385
Number of Edge Types : 5
Tweet : 3506
Mentions : 1984
Retweet : 5306
MentionsInRetweet : 6091
Replies to : 498
Self-Loops : 3569
Reciprocated Vertex Pair Ratio : 0.00557413600891862
Reciprocated Edge Ratio : 0.0110864745011086
Connected Components : 3127
Single-Vertex Connected Components : 1130
Maximum Vertices in a Connected Component : 938
Maximum Edges in a Connected Component : 2164
Maximum Geodesic Distance (Diameter) : 34
Average Geodesic Distance : 10.320285
Graph Density : 7.69601444476877E-05
Modularity : 0.542033
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 10,271 Twitter users whose tweets in the requested range contained "COVID-19", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 24 November 2021 at 08:25 UTC.

The requested start date was Wednesday, 24 November 2021 at 01:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 2-day, 0-hour, 8-minute period from Sunday, 21 November 2021 at 12:09 UTC to Tuesday, 23 November 2021 at 12:17 UTC.

Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".

Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : GraphServerTwitterSearch
Graph Term : COVID-19
Groups : The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
Edge Color : Edge Weight
Edge Width : Edge Weight
Edge Alpha : Edge Weight
Vertex Radius : Betweenness Centrality

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[30] https://www.reuters.com/business/healthcare-pharmaceuticals/dutch-covid-19-patients-transferred-germany-hospitals-struggle-2021-11-23/?taid=619cda1b2200080001560f2f&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[30] https://thehill.com/policy/healthcare/582380-fauci-says-babies-and-toddlers-could-be-eligible-for-covid-19-vaccine-by
[29] https://www.valeursactuelles.com/politique/castex-positif-au-covid-19-clement-beaune-supprime-une-photo-ou-il-apparait-sans-masque/
[26] 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
[21] https://www.wsj.com/articles/u-s-covid-19-deaths-in-2021-surpass-2020-11637426356
[18] https://www.cnn.com/2021/11/22/europe/romania-covid-19-vaccine-skepticism-intl-cmd/index.html
[17] https://www.ctvnews.ca/politics/sen-josee-forest-niesing-56-dies-after-battling-covid-19-and-autoimmune-condition-1.5674665
[16] https://www.wtkr.com/news/newport-news-shipbuilding-covid-19-vaccine-deadline-suspended-for-employees
[14] https://docs.google.com/forms/d/e/1FAIpQLSfFaLAooyZ4RTJ0cY3VbRq4xG2smybZWNGnwjwKuCM5A-ErQw/viewform?usp=send_form
[10] https://www.wsj.com/articles/u-s-covid-19-deaths-in-2021-surpass-2020-11637426356?mod=hp_lead_pos1

Top URLs in Tweet in G1:
[16] https://www.cnn.com/2021/11/22/europe/romania-covid-19-vaccine-skepticism-intl-cmd/index.html
[5] https://www.instagram.com/accounts/login/
[5] https://news.google.com/__i/rss/rd/articles/CBMicmh0dHBzOi8vd3d3LnJldXRlcnMuY29tL3dvcmxkL2luZGlhL2luZGlhLWxvZ3Mtc2xpbW1lc3QtcmlzZS1jb3ZpZC0xOS1jYXNlcy01NDMtZGF5cy1kZXNwaXRlLWZlc3RpdmFscy0yMDIxLTExLTIzL9IBAA?oc=5&utm_source=dlvr.it&utm_medium=twitter
[4] https://diario16.com/javier-solana-es-denunciado-por-delito-de-odio-por-responsabilizar-a-los-no-vacunados-de-la-nueva-ola-de-covid-19/
[4] http://www.notasdeprensa.es/1230749/los-8-factores-de-riesgo-de-impagos-tras-la
[4] https://www.poandpo.com/
[3] https://dailyexpose.uk/2021/11/22/mayo-clinic-trained-doctor-says-covid-19-vaccines-suppress-the-immune-system-making-people-more-prone-to-hiv-shingles-and-herpes/
[3] https://www.businessinsider.com/fauci-thanksgiving-covid-mask-family-fully-vaccinated-2021-11?utm_source=dlvr.it&utm_medium=twitter
[3] https://news.sky.com/story/covid-19-take-a-lateral-flow-test-before-you-visit-busy-places-this-christmas-says-government-12476176
[3] https://www.reuters.com/business/healthcare-pharmaceuticals/us-raises-covid-19-travel-warning-germany-denmark-2021-11-22/

Top URLs in Tweet in G2:
[6] https://www.francesoir.fr/opinions-tribunes/le-tir-balles-reelles-une-nouvelle-therapie-prometteuse-covid
[6] https://francais.rt.com/international/92920-covid-19-medecin-belge-soupconne-valide-2000-fausses-vaccinations
[5] https://www.sciencedirect.com/science/article/pii/S2666776221002581?via%3Dihub
[4] https://www.wsj.com/articles/u-s-covid-19-deaths-in-2021-surpass-2020-11637426356?mod=hp_lead_pos1
[4] https://www.liberation.fr/societe/sante/en-direct-covid-19-aux-pays-bas-la-contestation-contre-les-restrictions-sanitaires-tourne-a-laffrontement-20211121_2H2Y6I5675BWNGFF72ZCTUOBHY/?redirected=1
[4] 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
[3] https://www.ncbi.nlm.nih.gov/labs/pmc/articles/PMC7362815/
[3] https://francais.rt.com/international/92911-covid-19-slovaquie-confine-personnes-non-vaccinees-proteger
[2] https://www.youtube.com/watch?v=wBm1BKL4zlg&feature=youtu.be

[2] https://www.theguardian.com/world/2021/nov/03/covid-19-virus-does-not-infect-human-brain-cells-new-study-suggests

Top URLs in Tweet in G3:
[2] https://www.nhs.uk/conditions/coronavirus-covid-19/coronavirus-vaccination/book-coronavirus-vaccination/book-or-manage-a-booster-dose-of-the-coronavirus-covid-19-vaccine/
[2] https://dailyexpose.uk/2021/11/18/91-percent-covid-19-deaths-among-the-fully-vaccinated/
[2] https://news.sky.com/story/covid-19-sajid-javid-says-government-are-firmly-keeping-to-plan-a-at-the-moment-but-would-increase-measures-if-needed-12474404
[1] https://questions-statements.parliament.uk/written-questions/detail/2021-07-12/31381
[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.reuters.com/world/europe/facing-new-covid-wave-dutch-delay-care-cancer-heart-patients-2021-11-19/?taid=6197ed31cb262f0001f99ada&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[1] https://www.independent.co.uk/news/health/babies-premature-mothers-covid-hospital-b1959359.html
[1] https://www.imperial.ac.uk/mrc-global-infectious-disease-analysis/covid-19/report-34-ifr/
[1] https://www.who.int/news/item/22-02-2021-no-fault-compensation-programme-for-covid-19-vaccines-is-a-world-first
[1] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flancet%2Farticle%2FPIIS0140-6736%2821%2902243-1%2Ffulltext%3Frss%3Dyes%26fbclid%3DIwAR2BFqxcLh9QYv-8wIWrso1hVlA2uv9kyeJI--iSLa1g_EkYBkDjcUdyLxU&rc=0

Top URLs in Tweet in G4:
[18] https://thehill.com/policy/healthcare/582380-fauci-says-babies-and-toddlers-could-be-eligible-for-covid-19-vaccine-by
[7] https://trialsitenews.com/the-costs-of-inoculating-children-against-covid-19-far-outweigh-the-benefits/
[3] https://petition.parliament.uk/petitions/599841?s=09
[3] https://justthenews.com/nation/states/educators-leave-or-fired-not-complying-vaccine-mandate-regular-covid-19-tests-speak
[1] https://www.wtkr.com/investigations/norfolk-doctor-leading-charge-for-controversial-covid-19-treatment-faces-off-against-sentara-in-court
[1] https://www.msn.com/en-us/news/us/disney-pauses-covid-19-vaccine-mandate-amid-statewide-crackdown/ar-AAQWmB1
[1] https://www.bbc.com/mediacentre/2020/trusted-news-initiative-vaccine-disinformation
[1] https://www.theguardian.com/world/2021/nov/19/austria-plans-compulsory-covid-vaccination-for-all
[1] https://www.thetimes.co.uk/article/covid-19-vaccinations-for-children-it-depends-who-you-ask-p8tvbt5j2
[1] https://www.youtube.com/watch?v=2qVrepch-f8


Top URLs in Tweet in G5:
[3] https://www.cnews.fr/france/2021-11-21/michel-cymes-atteint-du-covid-19-malgre-deux-doses-de-vaccin-1151845
[2] 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
[2] https://francais.medscape.com/voirarticle/3607811?src=soc_tw_211122_mscpfr_news_id_outre-mer&faf=1
[2] https://www.francetvinfo.fr/sante/maladie/coronavirus/covid-19-a-nouveau-cas-contact-jean-castex-s-entretient-avec-des-elus-de-guadeloupe-par-visioconference_4854933.html
[2] https://www.francetvinfo.fr/en-direct/tv.html
[2] https://www.francetvinfo.fr/sante/maladie/coronavirus/vaccin/quels-sont-les-principaux-effets-indesirables-des-vaccins-contre-le-covid-19_4845737.html
[2] https://www.francetvinfo.fr/sante/maladie/coronavirus/guadeloupe-les-soignants-auront-acces-a-des-vaccins-sans-arn-messager_4855841.html
[1] https://www.ladepeche.fr/2021/11/23/rugby-jean-castex-positif-au-covid-19-a-t-il-contamine-les-joueurs-du-xv-de-france-et-du-top-14-9945496.php
[1] https://www.msn.com/fr-fr/actualite/france/jean-castex-positif-au-covid-19-apr-c3-a8s-plusieurs-c3-a9v-c3-a9nements-sans-masque-et-sans-gestes-barri-c3-a8res/ar-AAR1YvN
[1] https://www.francetvinfo.fr/sante/hopital/covid-19-l-hopital-est-en-grande-difficulte-parce-qu-on-a-vecu-deuxans-monstrueusement-difficiles-alerte-martin-hirsch_4854387.html#xtor=CS2-765-[twitter]-

Top URLs in Tweet in G6:
[2] https://www.clinicaltrialsarena.com/special-focus/covid-19/cbd-covid-19-cardiol-trial/
[2] https://www.mixonline.jp/tabid55.html?artid=71939
[1] https://art19.com/shows/the-sharyl-attkisson-podcast/episodes/f71a7998-0908-41b8-ab0e-d53a57d29876
[1] https://apnews.com/article/coronavirus-pandemic-science-health-pandemics-united-nations-fcf28a83c9352a67e50aa2172eb01a2f
[1] https://justthenews.com/nation/states/educators-leave-or-fired-not-complying-vaccine-mandate-regular-covid-19-tests-speak
[1] https://twitter.com/sacbee_news/status/1462598477796581379

Top URLs in Tweet in G7:
[28] https://www.reuters.com/business/healthcare-pharmaceuticals/dutch-covid-19-patients-transferred-germany-hospitals-struggle-2021-11-23/?taid=619cda1b2200080001560f2f&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[8] https://time.com/6116324/mixing-booster-shots-covid-19/?utm_source=twitter&utm_medium=social&utm_campaign=editorial&utm_term=health_covid-19&linkId=139815661
[6] https://www.abc.net.au/news/2021-11-21/lowy-institute-pacific-vaccination-covid-19-png/100634994
[6] https://www.nytimes.com/2021/11/19/health/covid-boosters-cdc.html
[3] https://www.reuters.com/business/disney-world-puts-covid-19-vaccination-mandate-policy-hold-local-tv-2021-11-21/?taid=619b74b7220008000155de84&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[2] https://www.reuters.com/markets/asia/activists-urge-biden-push-intellectual-property-waiver-covid-19-vaccines-2021-11-22/?taid=619b7bbfc29503000199e212&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[2] https://www.reuters.com/world/asia-pacific/singapore-health-minister-says-return-strict-covid-19-curbs-last-resort-2021-11-22/?taid=619b7005317c400001131336&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[2] https://reut.rs/3xbRxPx
[2] https://www.abc.net.au/news/2021-11-21/baby-boy-tests-positive-covid-in-hobart-quarantine/100638388
[2] https://www.thaipost.net/covid-19-news/30683/

Top URLs in Tweet in G8:
[5] https://theeastcountygazette.com/lancet-covid-study-reveals-77-8-effectiveness-in-indias-covaxin-against-covid-19/?amp=1
[2] https://www.fda.gov/consumers/consumer-updates/why-you-should-not-use-ivermectin-treat-or-prevent-covid-19
[2] https://theeastcountygazette.com/lancet-covid-study-reveals-77-8-effectiveness-in-indias-covaxin-against-covid-19/
[1] https://www.news24.com/health24/Medical/Infectious-diseases/Coronavirus/experts-explain-why-so-many-young-adults-in-sa-dont-want-covid-19-vaccine-20211123
[1] https://www.news24.com/news24/southafrica/news/covid-19-gauteng-records-almost-550-new-infections-as-cases-in-sa-rise-to-2-929-862-20211122
[1] https://www.politico.com/news/2021/11/23/coronavirus-vaccine-global-pandemic-523218
[1] https://www.thequint.com/coronavirus/united-kingdom-to-recognise-covaxin-no-quarantine-for-travellers
[1] https://trib.al/W487TwS
[1] https://abcn.ws/3FyzZjy
[1] https://abcn.ws/3czPXgH

Top URLs in Tweet in G9:
[2] https://www.who.int/news/item/23-11-2021-who-issues-guidelines-on-the-treatment-of-children-with-multisystem-inflammatory-syndrome-associated-with-covid-19
[2] https://www.ndtv.com/india-news/coronavirus-7-579-new-covid-19-cases-in-india-lowest-since-may-last-year-2621171
[2] https://zeenews.india.com/india/good-news-uk-adds-india-made-covaxin-to-its-list-of-approved-covid-19-vaccines-2412729.html
[2] https://medicine.yale.edu/news-article/qa-with-saad-omer-covid-19-vaccine-boosters/
[2] https://barbadostoday.bb/2021/11/20/barbados-records-197-new-cases-of-covid-19/
[1] https://twitter.com/who/status/1463107803749433346
[1] https://trt.world/5nks
[1] https://www.telam.com.ar/notas/202111/575633-gobierno-reunion-avances-vacuna-nacional-coronavirus.html
[1] https://zeenews.india.com/india/covid-19-precautions-go-for-a-toss-as-big-fat-indian-weddings-make-a-comeback-survey-2412836.html
[1] https://bit.ly/3cRdCK1

Top URLs in Tweet in G10:
[1] https://timesofindia.indiatimes.com/entertainment/hindi/bollywood/news/sushant-singh-rajput-had-invented-a-corona-app-to-detect-covid-19/articleshow/77695080.cms
[1] https://www.thestatesman.com/india/indias-covid-vaccination-coverage-now-exceeds-116-crore-1503026006.html
[1] https://twitter.com/Pawankhera/status/1436200812837965824

Top Domains
Top Domains in Tweet in Entire Graph:
[234] twitter.com
[72] reuters.com
[66] bit.ly
[54] com.br
[49] co.uk
[41] wsj.com
[40] youtube.com
[39] trib.al
[36] google.com
[36] thehill.com

Top Domains in Tweet in G1:
[47] twitter.com
[32] com.br
[21] cnn.com
[14] nhs.uk
[12] marketresearchfuture.com
[11] reuters.com
[11] dlvr.it
[11] co.uk
[10] youtube.com
[10] blogspot.com

Top Domains in Tweet in G2:
[12] rt.com
[7] twitter.com
[7] francesoir.fr
[5] wsj.com
[5] liberation.fr
[5] sciencedirect.com
[4] elsevierhealth.com
[3] nih.gov
[3] francetvinfo.fr
[2] youtube.com

Top Domains in Tweet in G3:
[2] elsevierhealth.com
[2] nhs.uk
[2] dailyexpose.uk
[2] sky.com
[1] parliament.uk
[1] reuters.com
[1] co.uk
[1] ac.uk
[1] who.int

Top Domains in Tweet in G4:
[18] thehill.com
[7] trialsitenews.com
[4] co.uk
[3] parliament.uk
[3] justthenews.com
[2] twitter.com
[1] wtkr.com
[1] msn.com
[1] bbc.com
[1] theguardian.com

Top Domains in Tweet in G5:
[14] francetvinfo.fr
[6] lemonde.fr
[4] lefigaro.fr
[3] cnews.fr
[2] ladepeche.fr
[2] elsevierhealth.com
[2] medscape.com
[1] msn.com
[1] sudouest.fr
[1] thecardiologyadvisor.com

Top Domains in Tweet in G6:
[2] clinicaltrialsarena.com
[2] mixonline.jp
[1] art19.com
[1] apnews.com
[1] justthenews.com
[1] twitter.com

Top Domains in Tweet in G7:
[36] reuters.com
[8] reut.rs
[8] time.com
[8] net.au
[6] nytimes.com
[2] wsj.com
[2] thaipost.net
[1] vice.com
[1] usatoday.com
[1] trib.al

Top Domains in Tweet in G8:
[7] theeastcountygazette.com
[3] fda.gov
[3] twitter.com
[2] news24.com
[2] politico.com
[2] abcn.ws
[1] thequint.com
[1] trib.al
[1] khaleejtimes.com
[1] reuters.com

Top Domains in Tweet in G9:
[5] twitter.com
[3] india.com
[2] who.int
[2] ndtv.com
[2] yale.edu
[2] barbadostoday.bb
[1] trt.world
[1] com.ar
[1] bit.ly
[1] bddy.me

Top Domains in Tweet in G10:
[1] indiatimes.com
[1] thestatesman.com
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[406] covid_19
[401] covid19
[154] covid
[82] coronavirus
[49] 23kasım2021
[41] castex
[36] corona
[31] kamalhaasan
[30] rise4ourlives
[28] vaccin



Top Hashtags in Tweet in G1:
[92] covid_19
[81] covid19
[41] covid
[39] coronavirus
[23] news
[19] health
[13] datavisualization
[13] datascience
[13] analytics
[13] data

Top Hashtags in Tweet in G2:
[16] castex
[10] covid19
[8] covid_19
[6] passsanitaire
[5] mauricette
[3] mauritius
[3] blackout
[3] slovaquie
[2] wuhan
[2] autriche

Top Hashtags in Tweet in G3:
[3] covid19
[2] marr
[1] vaccine
[1] pandemic
[1] covid
[1] brexitdisaster
[1] cancer
[1] diabetes
[1] saveournhs
[1] boothebill

Top Hashtags in Tweet in G4:
[1] ozsage

Top Hashtags in Tweet in G5:
[17] 3doses
[17] vaccin
[12] covid_19
[5] castex
[2] gestesbarrieres
[2] hôpital
[2] football
[2] rugby
[2] belgique
[2] 5emevague

Top Hashtags in Tweet in G7:
[2] โมเดอร์นา
[1] covid19
[1] flapol
[1] ซิลลิคฟาร์มา
[1] วัคซีนบริจาคจากสหรัฐ
[1] txlege
[1] tx2022

Top Hashtags in Tweet in G8:
[18] covaxin
[3] uae
[3] faq
[3] covax
[3] covid19
[2] nomore
[2] pandemic
[2] covid
[2] covaxinapproval
[1] museveni

Top Hashtags in Tweet in G9:
[33] covid19
[7] endlockdownnow
[6] ctap
[4] coronavirus
[3] covid
[2] covaxin
[2] spain
[2] وزارة_الصحة
[1] costarica
[1] covid_19

Top Hashtags in Tweet in G10:
[12] upscextraattempt
[3] indianrailways
[2] हर_बूथ_भाजपा_बूथ
[1] upsc
[1] covid_19
[1] harghardastak
[1] indiafightscorona

Top Words
Top Words in Tweet in Entire Graph:
[7075] covid
[6469] 19
[723] vaccine
[465] contra
[448] people
[406] #covid_19
[401] #covid19
[398] cases
[383] more
[346] deaths

Top Words in Tweet in G1:
[1101] covid
[1060] 19
[92] #covid_19
[81] #covid19
[76] 11
[71] 2021
[68] vaccine
[66] more
[56] cases
[50] contra

Top Words in Tweet in G2:
[192] covid
[150] 19
[58] par
[56] vaccin
[56] été
[44] contre
[35] sont
[33] vaccinés
[31] plus
[31] qu'il

Top Words in Tweet in G3:
[170] covid
[153] uk
[139] marr
[120] sajidjavid
[116] deaths
[115] cases
[113] see
[112] javid
[112] morning
[112] doesn

Top Words in Tweet in G4:
[67] people
[66] covid
[63] zubymusic
[57] something
[56] think
[54] 19
[39] 'covid
[39] 19'
[38] called
[38] believe

Top Words in Tweet in G5:
[71] covid
[66] 19
[46] contre
[42] plus
[41] faire
[36] mesure
[36] cause
[35] même
[34] peux
[32] faute

Top Words in Tweet in G6:
[163] shots
[118] covid
[118] 19
[86] using
[81] repthomasmassie
[81] immune
[81] notice
[81] quit
[81] word
[81] context

Top Words in Tweet in G7:
[114] covid
[105] 19
[56] reuters
[42] germany
[34] dutch
[29] patients
[28] transferred
[28] hospitals
[28] struggle
[25] first

Top Words in Tweet in G8:
[74] covid
[71] 19
[25] vaccine
[21] japan
[18] #covaxin
[13] potus
[13] kids
[12] world
[12] cdc
[11] booster

Top Words in Tweet in G9:
[44] covid
[41] 19
[33] #covid19
[23] cases
[20] children
[17] updated
[17] guidelines
[15] rise
[12] november
[11] management

Top Words in Tweet in G10:
[37] covid
[34] क
[32] 19
[32] म
[25] ह
[23] त
[20] last
[18] र
[17] स
[16] न

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[6230] covid,19
[417] 19,vaccine
[306] contra,covid
[153] 19,vaccines
[152] 19,pandemic
[143] against,covid
[127] covid,cases
[115] cases,deaths
[112] javid,marr
[112] marr,morning

Top Word Pairs in Tweet in G1:
[1016] covid,19
[42] 19,vaccine
[37] contra,covid
[27] 19,cases
[25] 19,pandemic
[23] against,covid
[19] kasus,covid
[19] #covid,19
[19] more,covid
[17] 19,vaccines

Top Word Pairs in Tweet in G2:
[144] covid,19
[51] par,covid
[36] contre,covid
[26] jeancastex,été
[25] 19,alors
[25] alors,qu'il
[25] doses,vaccin
[24] été,contaminé
[24] contaminé,par
[24] qu'il,disait

Top Word Pairs in Tweet in G3:
[112] javid,marr
[112] marr,morning
[112] morning,doesn
[112] doesn,see
[112] see,uk
[112] uk,covid
[112] covid,cases
[112] cases,deaths
[112] deaths,reach
[112] reach,european

Top Word Pairs in Tweet in G4:
[52] covid,19
[39] 'covid,19'
[37] honestly,believe
[37] believe,'covid
[37] 19',called
[37] called,'coflu'
[37] 'coflu',something
[37] something,people
[37] people,less
[37] less,scared

Top Word Pairs in Tweet in G5:
[64] covid,19
[34] même,plus
[32] faute,personnels
[32] personnels,sommes
[32] sommes,même
[32] plus,mesure
[32] mesure,faire
[32] faire,face
[32] face,vaguelette
[32] vaguelette,cause

Top Word Pairs in Tweet in G6:
[118] covid,19
[82] 19,shots
[81] immune,notice
[81] notice,quit
[81] quit,using
[81] using,word
[81] word,context
[81] context,covid
[81] shots,shots
[81] shots,don

Top Word Pairs in Tweet in G7:
[105] covid,19
[30] reuters,dutch
[28] dutch,covid
[28] 19,patients
[28] patients,transferred
[28] transferred,germany
[28] germany,hospitals
[28] hospitals,struggle
[15] 19,restrictions
[13] 19,vaccines

Top Word Pairs in Tweet in G8:
[70] covid,19
[18] 19,vaccine
[9] eligible,covid
[8] 19,booster
[7] kids,aged
[6] months,critics
[6] critics,prodded
[6] prodded,drug
[6] drug,companies
[6] companies,more

Top Word Pairs in Tweet in G9:
[35] covid,19
[17] updated,guidelines
[11] guidelines,management
[11] management,multisystem
[11] multisystem,inflammatory
[11] inflammatory,syndrome
[11] syndrome,children
[11] children,associated
[11] associated,#covid19
[8] child,covid

Top Word Pairs in Tweet in G10:
[32] covid,19
[12] last,attempt
[10] ह,ज
[9] त,म
[7] सबस,अध
[7] अध,क
[7] क,च
[7] च,त
[7] त,जनक
[7] जनक,पर

Top Replied-To
Top Replied-To in Entire Graph:
@time
@sonusood
@caudehenrion
@hugodejonge
@covid_19_ger
@gozdekirisciogl
@barbcraig7
@titans_ventures
@radswan1
@diazcanelb

Top Replied-To in G1:
@susaludperu
@bifuriosa

Top Replied-To in G2:
@geronimuslll
@mediavenir
@libe
@rene_chiche
@sebnordiste
@bernardfrdriqu5
@jhillmd
@pharmadoc2
@pepestivali

Top Replied-To in G3:
@maajidnawaz
@alanlyons33

Top Replied-To in G4:
@zubymusic
@craigkellymp
@shayshaylc
@annastaciamp
@rwmalonemd
@barkingmaad

Top Replied-To in G5:
@marcfauvelle
@gkierzek

Top Replied-To in G6:
@repthomasmassie

Top Replied-To in G7:
@time
@richarddawkins
@costnerevan

Top Replied-To in G8:
@b1llyth2k3d
@us_fda
@pierrekory

Top Replied-To in G9:
@jeffreyatucker
@who

Top Replied-To in G10:
@vanathibjp
@myogiadityanath
@jm_scindia
@almostias
@vpsecretariat
@iyc
@architguptajii
@wepatil

Top Mentioned
Top Mentioned in Entire Graph:
@sajidjavid
@pjs0106
@repthomasmassie
@b24pt
@zubymusic
@reuters
@coronavirusnewv
@maxblumenthal
@iaim_ve
@philippemurer

Top Mentioned in G1:
@albertsolo2
@hiremaidea
@excaliburtarsae
@censored7770
@malaysia_covid
@dragonduclos
@phlark1
@postersihombing
@article19ma

Top Mentioned in G2:
@jeancastex
@sarah41659531
@medic4allhuman
@krieger66362259
@jlesgards
@yvespdb
@assocovid
@banounhelene
@naphtalinelebon
@rtenfrancais

Top Mentioned in G3:
@sajidjavid
@pjs0106
@andrewstoneman
@danielgoyal
@borisjohnson
@thealiceroberts
@maajidnawaz
@thelancet
@stevebakerhw
@andrewewing11

Top Mentioned in G4:
@zubymusic
@rwmalonemd
@tonyhinton2016
@dailymail
@annastaciamp
@infosfrancaises
@danielandrewsmp
@dom_perrottet
@mailonline
@delbigtree

Top Mentioned in G5:
@philippemurer
@manoncantin49
@ahalexandera
@franceinfo
@lemondefr
@corinnereverbel
@jeanpierreg9
@gkierzek
@dllerik
@le_figaro

Top Mentioned in G6:
@repthomasmassie
@electionwiz
@jsolomonreports
@heminator
@fiorella_im
@sharylattkisson
@mchael21592783m
@zubymusic
@maajidnawaz
@dcgreenzone1

Top Mentioned in G7:
@reuters
@wsj
@forecasterenten
@oneunderscore__
@ap
@time
@abcnews
@morning_joe
@who
@usatoday

Top Mentioned in G8:
@potus
@whitehouse
@vaccinewatch
@abc
@vp
@politico
@us_fda
@ocugen
@news24
@secblinken

Top Mentioned in G9:
@who
@medspatentpool
@tigressellie
@carlavizzotti
@filmusdaniel
@agenciatelam
@pti_news
@ianfirmino
@atimcharlotte
@trtworld

Top Mentioned in G10:
@pmoindia
@narendramodi
@amitshah
@n_ramchanderrao
@naqvimukhtar
@dalaisonali1990
@rahulgandhi
@myogioffice
@swatantrabjp
@doptgoi

Top Tweeters
Top Tweeters in Entire Graph:
@elnacionalweb
@caraotadigital
@ja8yum
@tomthunkitsmind
@filafresh
@thirdbrainfx
@contrapuntovzla
@rashidaldosari
@ptjasamarga
@sunoticiero

Top Tweeters in G1:
@thirdbrainfx
@contrapuntovzla
@ptjasamarga
@sunoticiero
@kompascom
@berkleybearnews
@donsinoptico
@republikaonline
@afropages
@vivacoid

Top Tweeters in G2:
@maryse_mars
@yvespdb
@mi1789
@nouveaux_poppys
@sarah41659531
@l_oranaise_
@menardgabrielle
@libe
@porcinettelouis
@dufailly1

Top Tweeters in G3:
@ferguson2811
@caroljhedges
@raesnape
@heather63262308
@jazzaoxon
@cripttext
@idickson258
@helen121
@mymindgetslost
@johnmalta99

Top Tweeters in G4:
@mailonline
@dailymailuk
@theheraldsun
@aubreyovograham
@skynewsaust
@dailymail
@yvettehenson
@markitachatman
@donmcglashen
@jmooreboston

Top Tweeters in G5:
@mariabadin18
@lagrosta
@le_figaro
@edira2
@pouceopposable
@rtbfinfo
@diabolo741
@proftoujours
@lemondefr
@euwatchers

Top Tweeters in G6:
@xformed
@mimitexasangel
@kurtschingoethe
@ocamericans
@wittsheryl
@jcpub19
@5mutmeg
@chinster2017
@sharonj11572053
@tupelohoney2000

Top Tweeters in G7:
@rashidaldosari
@world_news_eng
@reuters
@itprofess_actor
@nakesha_horsey
@feinberg_linda
@washingtonpost
@time
@usatoday
@wsj

Top Tweeters in G8:
@madfall1213
@backstorymom1
@coronaupdatebot
@troubleddays
@shirleydebalsi
@thequint
@news24
@abc
@politico
@ziyaziba

Top Tweeters in G9:
@viralvideovlogs
@ndtv
@marisolsolari1
@dna
@njmike731
@agenciatelam
@zeenewsenglish
@horottoilvetro
@monitor_ph
@miyakilee

Top Tweeters in G10:
@geetv79
@railminindia
@khushi4justice
@bjp4india
@sweetsparrkle
@sudarshantheva3
@incindia
@remember8_13jun
@bjp4odisha
@bjp4delhi