COVID, Twitter, 11/24/2021 11:23:04 PM, 266931


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COVID_2021-11-24_00-32-01.xlsx
COVID_2021-11-24_00-32-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
November 24, 2021
Short Description:
COVID via NodeXL https://bit.ly/3nOoPB0
@berniespofforth
@yvespdb
@sajidjavid
@hadjsev
@msegyptianlotus
@removeislamists
@bbcnews
@shawemily
@potus
@who

Top hashtags:
#covid
#covid19
#covid_19
#últimahora
#coronavirus
#resist
#upscextraattempt
#castex
#gnbconas

Description:
Description
The graph represents a network of 11,717 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, 24 November 2021 at 08:48 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, 2-minute period from Sunday, 21 November 2021 at 12:17 UTC to Tuesday, 23 November 2021 at 12:19 UTC.

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

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

The graph is directed.

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

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


Author Description


Overall Graph Metrics
Vertices : 11717
Unique Edges : 6747
Edges With Duplicates : 11824
Total Edges : 18571
Number of Edge Types : 5
Retweet : 5349
MentionsInRetweet : 6196
Tweet : 3569
Replies to : 1048
Mentions : 2409
Self-Loops : 3615
Reciprocated Vertex Pair Ratio : 0.00498536902568549
Reciprocated Edge Ratio : 0.00992127682519142
Connected Components : 3531
Single-Vertex Connected Components : 954
Maximum Vertices in a Connected Component : 2089
Maximum Edges in a Connected Component : 4497
Maximum Geodesic Distance (Diameter) : 30
Average Geodesic Distance : 11.151079
Graph Density : 6.75498621131975E-05
Modularity : 0.574961
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 11,717 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, 24 November 2021 at 08:48 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, 2-minute period from Sunday, 21 November 2021 at 12:17 UTC to Tuesday, 23 November 2021 at 12:19 UTC.

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

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

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

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[24] https://www.lefigaro.fr/vox/societe/gerald-kierzek-l-hopital-est-sur-le-point-de-craquer-et-ce-n-est-pas-a-cause-du-covid-20211123
[12] https://dailyexpose.uk/2021/11/18/taiwan-post-vaccination-deaths-in-3-days-exceed-covid-deaths-over-14-months/
[12] https://www.theguardian.com/world/2021/nov/23/covid-patients-in-icu-now-almost-all-unvaccinated-says-oxford-scientist
[12] https://thehill.com/policy/healthcare/582380-fauci-says-babies-and-toddlers-could-be-eligible-for-covid-19-vaccine-by
[10] https://www.bfmtv.com/politique/castex-positif-au-covid-clement-beaune-efface-une-photo-ou-on-le-voit-a-ses-cotes-sans-masque_AN-202111230062.html
[10] https://news.google.com/__i/rss/rd/articles/CBMicmh0dHBzOi8vd3d3LnJldXRlcnMuY29tL3dvcmxkL2luZGlhL2luZGlhLWxvZ3Mtc2xpbW1lc3QtcmlzZS1jb3ZpZC0xOS1jYXNlcy01NDMtZGF5cy1kZXNwaXRlLWZlc3RpdmFscy0yMDIxLTExLTIzL9IBAA?oc=5&utm_source=dlvr.it&utm_medium=twitter
[10] https://www.theguardian.com/australia-news/2021/nov/21/nt-communities-of-binjari-and-rockhole-in-hard-lockdown-as-covid-outbreak-expected-to-worsen
[8] 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://www.express.co.uk/news/world/1525506/Covid-live-updates-uk-cases-today-deaths-europe-lockdown-sajid-javid-new-variant-christmas
[8] https://www.lapalabradelcaribe.com/insta-eeuu-a-sus-ciudadanos-no-viajar-a-alemania-y-dinamarca-ante-alza-de-casos-de-covid-19/176729/?utm_source=dlvr.it&utm_medium=twitter

Top URLs in Tweet in G1:
[5] https://news.google.com/__i/rss/rd/articles/CBMicmh0dHBzOi8vd3d3LnJldXRlcnMuY29tL3dvcmxkL2luZGlhL2luZGlhLWxvZ3Mtc2xpbW1lc3QtcmlzZS1jb3ZpZC0xOS1jYXNlcy01NDMtZGF5cy1kZXNwaXRlLWZlc3RpdmFscy0yMDIxLTExLTIzL9IBAA?oc=5&utm_source=dlvr.it&utm_medium=twitter
[3] https://www.businessinsider.com/fauci-thanksgiving-covid-mask-family-fully-vaccinated-2021-11?utm_source=dlvr.it&utm_medium=twitter
[3] https://www.cnn.com/2021/11/22/europe/romania-covid-19-vaccine-skepticism-intl-cmd/index.html
[3] https://www.bloomberg.com/news/articles/2021-11-22/merkel-says-german-covid-spike-worse-than-anything-we-ve-seen?utm_content=business&utm_campaign=socialflow-organic&utm_source=twitter&utm_medium=social&cmpid=socialflow-twitter-business
[3] https://covid-19.ontario.ca/book-vaccine/
[3] https://bitcoinclix.net/?ref=satxxkenn
[3] https://brandnewtube.com/watch/finally-medical-proof-the-covid-jab-is-quot-murder-quot_TWpj5FDYSrjRIsT.html
[2] https://www.nhsnewdeal.org/
[2] https://wtxnews.com/uk-news/european-covid-surge-shows-booster-jabs/
[2] https://www.youtube.com/watch?v=UsHQov0YwjU&feature=youtu.be


Top URLs in Tweet in G2:
[12] https://dailyexpose.uk/2021/11/18/taiwan-post-vaccination-deaths-in-3-days-exceed-covid-deaths-over-14-months/
[5] https://www.wsj.com/articles/u-s-covid-19-deaths-in-2021-surpass-2020-11637426356?mod=hp_lead_pos1
[4] https://france3-regions.francetvinfo.fr/bourgogne-franche-comte/territoire-de-belfort/belfort/covid-la-cinquieme-vague-est-la-un-cluster-de-25-cas-dans-un-ehpad-du-territoire-de-belfort-2339923.html
[4] https://www.lefigaro.fr/vox/societe/gerald-kierzek-l-hopital-est-sur-le-point-de-craquer-et-ce-n-est-pas-a-cause-du-covid-20211123
[4] https://www.francetvinfo.fr/sante/maladie/coronavirus/vaccin/quels-sont-les-principaux-effets-indesirables-des-vaccins-contre-le-covid-19_4845737.html
[3] https://www.hpsc.ie/a-z/respiratory/coronavirus/novelcoronavirus/surveillance/vaccinationstatusweeklyreports/Death%20and%20Vaccination%20Report.pdf
[3] https://francais.rt.com/international/92908-covid-armee-australienne-transfere-cas-contacts-camp-quarantaine
[3] https://www.lci.fr/sante/en-direct-coronavirus-covid-19-5e-vague-la-nouvelle-zelande-renonce-aux-confinements-et-a-la-strategie-zero-covid-2196156.html?utm_medium=Social&utm_source=Twitter&Echobox=1637565648#xtor=CS5-113
[3] https://www.lci.fr/societe/covid-19-vaccination-guadeloupe-pourquoi-le-gouvernement-envoie-t-il-le-gign-et-le-raid-en-renfort-pour-retablir-l-ordre-2202518.html?utm_medium=Social&utm_source=Twitter&Echobox=1637494814#xtor=CS5-113
[3] http://www.msn.com/fr-ca/actualites/quebec-canada/cette-m%c3%a9decin-est-non-vaccin%c3%a9e-contre-la-covid-19-voici-pourquoi/ar-AAQXtv7?ocid=st

Top URLs in Tweet in G3:
[2] https://www.express.co.uk/news/world/1525506/Covid-live-updates-uk-cases-today-deaths-europe-lockdown-sajid-javid-new-variant-christmas
[2] https://www.dailymail.co.uk/news/article-10224567/Woman-35-died-eight-times-refusing-Covid-vaccine-urges-people-jabbed.html
[2] https://www.pmp-magazine.com/2021/11/22/covid-never-left-now-its-firmly-back-on-the-agenda/
[1] http://news.sky.com/story/covid-19-austria-begins-another-covid-19-lockdown-as-virus-tightens-its-grip-12475317?dcmp=snt-sf-twitter
[1] https://news.sky.com/story/covid-19-incredible-nhs-doctor-dies-with-coronavirus-after-spending-two-years-saving-others-with-the-infection-12472655
[1] 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/
[1] https://www.theguardian.com/world/2021/nov/23/covid-patients-in-icu-now-almost-all-unvaccinated-says-oxford-scientist?CMP=Share_iOSApp_Other
[1] https://twitter.com/NickTriggle/status/1463042583869935621
[1] https://twitter.com/jamesmelville/status/1462693487363645441
[1] https://www.thecardiologyadvisor.com/home/topics/acs/acute-coronary-syndrome-acs-biomarkers-mrna-covid19-vaccine/

Top URLs in Tweet in G4:
[6] https://www.theguardian.com/australia-news/2021/nov/21/nt-communities-of-binjari-and-rockhole-in-hard-lockdown-as-covid-outbreak-expected-to-worsen
[2] https://www.theguardian.com/world/2021/nov/23/covid-patients-in-icu-now-almost-all-unvaccinated-says-oxford-scientist
[2] https://www.tgcom24.mediaset.it/mondo/covid-in-israele-parte-vaccinazione-per-bambini-da-5-a-11-anni_42051130-202102k.shtml
[2] https://www.tgcom24.mediaset.it/cronaca/emilia-romagna/covid-bonaccini-regioni-a-rischio-giallo-per-ricoveri-no-vax_42058212-202102k.shtml
[2] https://covid19criticalcare.com/
[2] https://covid19criticalcare.com/covid-19-protocols/i-mask-plus-protocol/
[1] https://uk.news.yahoo.com/anti-vaxxer-went-corona-party-100421966.html?soc_src=social-sh&soc_trk=tw&tsrc=twtr
[1] https://thehill.com/policy/healthcare/582380-fauci-says-babies-and-toddlers-could-be-eligible-for-covid-19-vaccine-by
[1] https://news.yahoo.com/exclusive-28-percent-of-americans-surveyed-believe-the-truth-about-harmful-effects-of-vaccines-is-being-deliberately-hidden-from-the-public-100022091.html?soc_src=social-sh&soc_trk=tw&tsrc=twtr
[1] https://twitter.com/rp131/status/1462825065049960449

Top URLs in Tweet in G5:
[3] https://www.firstpost.com/world/why-africa-which-has-less-than-6-of-people-vaccinated-is-least-affected-by-covid-19-10149471.html
[2] https://www.theguardian.com/australia-news/2021/nov/21/nt-communities-of-binjari-and-rockhole-in-hard-lockdown-as-covid-outbreak-expected-to-worsen
[1] https://www.digitalidentity.gov.au/have-your-say/phase-3
[1] https://thehill.com/policy/healthcare/582380-fauci-says-babies-and-toddlers-could-be-eligible-for-covid-19-vaccine-by
[1] https://twitter.com/docteurpeb1/status/1462204489411268608

Top URLs in Tweet in G6:
[2] https://www.zerohedge.com/covid-19/german-politicians-refuse-rule-out-mandatory-covid-vaccination
[2] https://www.zerohedge.com/covid-19/navy-shipbuilder-backpedals-vaccine-mandate-after-flood-employees-threaten-quit
[1] https://www.dailymail.co.uk/news/article-10226551/Now-Germany-set-make-Covid-vaccinations-COMPULSORY-ministers-saying-unavoidable.html
[1] https://www.congress.gov/bill/117th-congress/house-bill/3860/cosponsors
[1] https://www.forbes.com/sites/kimberleespeakman/2021/11/20/us-covid-deaths-in-2021-pass-toll-for-2020/
[1] https://www.tabletmag.com/sections/news/articles/school-closures-covid-alex-gutentag
[1] https://rumble.com/vpjmsj-wow-must-watch-israel-hit-with-a-covid-blizzard-of-the-vaccinated.html
[1] https://nationalpost.com/opinion/bruce-pardy-covid-has-cost-canadians-their-freedom-it-must-be-restored

Top URLs in Tweet in G7:
[2] https://www.reuters.com/legal/government/wait-what-fda-wants-55-years-process-foia-request-over-vaccine-data-2021-11-18/
[1] https://twitter.com/Lukewearechange/status/1462262605054156801
[1] https://twitter.com/Emiller_reports/status/1461378961896841223
[1] https://aaronsiri.substack.com/p/covid-19-vaccine-manufacturers-can
[1] https://bit.ly/3cxOUhA
[1] https://www.lbc.co.uk/radio/presenters/james-obrien/covid-contract-scandal-revelations-scratch-the-surface-of-tory-sleaze/
[1] https://www.telegraph.co.uk/world-news/2021/11/21/rage-across-europe-covid-resrictions-trigger-riots/
[1] https://www.swp.de/panorama/intensivstation-geimpfte-corona-patienten-ungeimpfte-inzidenz-schwerer-verlauf-covid-19-intensivbetten-60763587.html
[1] https://www.theguardian.com/world/2021/nov/19/austria-plans-compulsory-covid-vaccination-for-all
[1] https://aaronsiri.substack.com/p/fda-asks-federal-judge-to-grant-it?justPublished=true

Top URLs in Tweet in G8:
[5] https://thehill.com/policy/healthcare/582380-fauci-says-babies-and-toddlers-could-be-eligible-for-covid-19-vaccine-by
[3] http://trib.al/2zsQihO
[3] http://trib.al/UNiqfAe
[3] https://abcnews.go.com/Health/wireStory/scientists-mystified-wary-africa-avoids-covid-disaster-81271647
[2] https://www.dailymail.co.uk/news/article-10230745/No10-consider-scrapping-Covid-tests-travellers-January.html
[2] https://www.telegraph.co.uk/news/2021/11/22/europes-new-wave-covid-authoritarianism-has-set-dangerous-new/
[1] https://odysee.com/@ivermectine-covid.ch:5/Le-vaccinologue-Geert-Vanden-Bossche-pr%C3%A9sente-les-raisons-pour-lesquelles-les-cons%C3%A9quences-de-la-vaccination-de-masse-pourraient-%C3%AAtre-catastrophiques-%28Del-Bigtree%2C-The-Highwire%2C-novembre-2021%29:7?r=FeG3vmrSciCaxwbjWDK4cHuNSfkZmS1t
[1] https://www.realclearpolitics.com/video/2021/11/22/rfk_jr_fauci_and_bill_gates_should_be_criminally_prosecuted_for_gross_negligence_and_profiting_off_covid.html
[1] https://thenewamerican.com/dr-robert-malone-this-is-the-largest-experiment-performed-on-human-beings-in-the-history-of-the-world/
[1] https://www.bitchute.com/video/WHIktyjGEPcF/

Top URLs in Tweet in G9:
[7] https://www.lavanguardia.com/vida/20211123/7882168/catalunya-extiende-certificado-covid-restauracion-gimnasios-cines.html?utm_medium=social&utm_source=twitter&utm_content=vida
[2] https://www.lavanguardia.com/vida/20211123/7882168/catalunya-extiende-certificado-covid-restauracion-gimnasios-cines.html?utm_source=twitter&utm_medium=social&utm_content=sociedad
[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
[1] https://twitter.com/who/status/1463107803749433346
[1] https://twitter.com/lavozdegalicia/status/1462884758762008583
[1] https://trt.world/5nks
[1] https://trt.world/5nhs
[1] https://bit.ly/Eurosurv2646AMR
[1] https://twitter.com/TheSleepOrg/status/1462257889565892609
[1] https://www.lasexta.com/programas/sexta-noche/noticias/cesar-carballo-pedir-certificado-covid-explicacion-lasexta-noche_202111206199622b9ef0da0001e7247e.html

Top URLs in Tweet in G10:
[4] https://www.independent.ie/irish-news/health/leading-gp-says-patient-had-five-negative-antigen-tests-while-being-covid-19-positive-41076737.html
[3] https://www.irishtimes.com/news/ireland/irish-news/covid-ireland-faces-further-restrictions-if-numbers-don-t-improve-says-holohan-1.4735252
[2] https://www.channelnewsasia.com/business/global-licence-deal-provide-covid-antibody-test-tech-free-poorer-countries-who-2333351?utm_source=dlvr.it&utm_medium=twitter
[2] https://www.irishexaminer.com/news/munster/arid-40749990.html
[2] https://www.reuters.com/business/disney-world-puts-covid-19-vaccination-mandate-policy-hold-local-tv-2021-11-21/?taid=619b74b6317c4000011313ec&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[1] https://nyti.ms/3oRQ9h5
[1] https://trib.al/pF0GLPl
[1] https://nyti.ms/3oSrmtc
[1] https://nyti.ms/3ljmVHh
[1] https://trib.al/qJZxXsh

Top Domains
Top Domains in Tweet in Entire Graph:
[362] twitter.com
[100] co.uk
[83] theguardian.com
[36] trib.al
[36] youtube.com
[34] com.br
[32] google.com
[31] reuters.com
[30] lefigaro.fr
[30] bit.ly

Top Domains in Tweet in G1:
[103] twitter.com
[20] theguardian.com
[14] co.uk
[14] com.br
[8] youtube.com
[8] nytimes.com
[8] google.com
[7] marketresearchfuture.com
[6] linkedin.com
[6] cnn.com

Top Domains in Tweet in G2:
[13] twitter.com
[12] dailyexpose.uk
[9] francetvinfo.fr
[9] lci.fr
[7] rt.com
[5] cnews.fr
[5] wsj.com
[5] lefigaro.fr
[3] youtube.com
[3] cogiito.com

Top Domains in Tweet in G3:
[8] co.uk
[7] twitter.com
[3] sky.com
[3] pmp-magazine.com
[2] theguardian.com
[1] nhs.uk
[1] thecardiologyadvisor.com
[1] parliament.uk
[1] longcovidkids.org

Top Domains in Tweet in G4:
[9] theguardian.com
[4] mediaset.it
[4] twitter.com
[4] covid19criticalcare.com
[3] yahoo.com
[2] co.uk
[1] thehill.com
[1] elsevierhealth.com
[1] ac.uk

Top Domains in Tweet in G5:
[3] firstpost.com
[2] theguardian.com
[1] gov.au
[1] thehill.com
[1] twitter.com

Top Domains in Tweet in G6:
[4] zerohedge.com
[1] co.uk
[1] congress.gov
[1] forbes.com
[1] tabletmag.com
[1] rumble.com
[1] nationalpost.com

Top Domains in Tweet in G7:
[5] substack.com
[4] twitter.com
[2] reuters.com
[2] co.uk
[1] bit.ly
[1] swp.de
[1] theguardian.com
[1] frontiersin.org
[1] medrxiv.org

Top Domains in Tweet in G8:
[7] co.uk
[6] thehill.com
[6] trib.al
[3] twitter.com
[3] go.com
[1] odysee.com
[1] realclearpolitics.com
[1] thenewamerican.com
[1] bitchute.com
[1] vimeo.com

Top Domains in Tweet in G9:
[9] lavanguardia.com
[3] twitter.com
[2] who.int
[2] trt.world
[1] bit.ly
[1] lasexta.com

Top Domains in Tweet in G10:
[7] bloomberg.com
[4] trib.al
[4] independent.ie
[3] nyti.ms
[3] irishtimes.com
[2] channelnewsasia.com
[2] nytimes.com
[2] irishexaminer.com
[2] reuters.com
[1] news24.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[308] covid
[213] covid19
[148] covid_19
[39] últimahora
[33] coronavirus
[30] resist
[29] upscextraattempt
[24] castex
[20] gnbconas
[19] rise4ourlives



Top Hashtags in Tweet in G1:
[55] covid
[35] covid_19
[31] covid19
[14] coronavirus
[14] news
[7] lockdown
[7] health
[6] vaccinezvous
[6] coronacircus
[6] pfizergate

Top Hashtags in Tweet in G2:
[31] covid
[12] irlande
[8] covid19
[6] passsanitaire
[5] covid_19
[4] castex
[4] pfizer
[3] raoult
[3] ansm
[3] mauricette

Top Hashtags in Tweet in G3:
[6] covid
[5] marr
[2] covidinquirynow
[2] togetherdeclaration
[2] together
[2] todayincovid
[2] sage
[1] nhsprivatisation
[1] scrapnhsbill
[1] walkthewall

Top Hashtags in Tweet in G4:
[30] resist
[4] covid
[1] medicalfraud

Top Hashtags in Tweet in G5:
[5] together
[4] novaccinepassports
[4] covid_19
[3] covid
[2] covid19
[2] nopassports
[2] noforcedjabs
[1] australia
[1] togetherdeclaration
[1] nogreenpass

Top Hashtags in Tweet in G7:
[2] vaccinée
[2] covid
[1] enoughisenough
[1] stopdictaturesanitaire

Top Hashtags in Tweet in G8:
[2] covid
[2] rotterdam
[2] zagreb
[1] vaccine

Top Hashtags in Tweet in G9:
[12] covid19
[6] últimahora
[3] covaxin
[2] tigrayans
[2] costarica
[2] ctap
[2] covid_19
[2] jointhectap
[1] spain
[1] españa

Top Hashtags in Tweet in G10:
[10] breaking
[5] update
[4] covaxin
[3] faq
[2] covid
[1] toriesout
[1] fakenews
[1] coronavirus
[1] covid_19
[1] virus

Top Words
Top Words in Tweet in Entire Graph:
[8090] covid
[2402] 19
[702] people
[542] vaccine
[495] cases
[411] more
[357] vaccinated
[351] deaths
[324] against
[311] #covid

Top Words in Tweet in G1:
[879] covid
[311] 19
[55] #covid
[42] more
[40] vaccine
[40] people
[35] health
[35] #covid_19
[34] 11
[34] 2021

Top Words in Tweet in G2:
[264] covid
[74] sont
[55] vaccinés
[53] plus
[52] morts
[51] ce
[48] par
[46] vaccin
[43] contre
[41] décès

Top Words in Tweet in G3:
[141] covid
[85] uk
[74] deaths
[56] sajidjavid
[55] cases
[50] marr
[50] javid
[47] see
[47] well
[47] numbers

Top Words in Tweet in G4:
[157] covid
[52] maajidnawaz
[35] against
[34] mandates
[31] cases
[31] positive
[31] revolution
[31] televised
[31] rises
[30] #resist

Top Words in Tweet in G5:
[135] covid
[116] berniespofforth
[114] cases
[110] army
[109] australia
[109] transferring
[109] positive
[109] contacts
[109] northern
[109] territories

Top Words in Tweet in G6:
[131] covid
[62] repthomasmassie
[46] shots
[30] people
[28] vaccines
[28] died
[27] joe
[27] biden
[27] more
[27] 2021

Top Words in Tweet in G7:
[82] covid
[40] mandates
[35] 19
[35] petersweden7
[33] pandemic
[33] passport
[31] retweet
[31] oppose
[29] pierrekory
[28] ivm

Top Words in Tweet in G8:
[92] covid
[51] people
[34] deaths
[20] vaccinated
[20] zubymusic
[17] 19
[14] something
[13] think
[13] age
[12] rwmalonemd

Top Words in Tweet in G9:
[79] covid
[18] pasaporte
[16] fda
[14] vacuna
[13] españa
[12] lavanguardia
[12] certificado
[12] children
[12] #covid19
[11] sanchezcastejon

Top Words in Tweet in G10:
[106] covid
[55] 19
[40] germany's
[36] latest
[33] merkel
[31] business
[27] angela
[27] surge
[24] worst
[24] hospitals

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[2317] covid,19
[288] covid,cases
[205] positive,covid
[187] against,covid
[158] 19,vaccine
[134] contra,covid
[129] cases,contacts
[128] army,transferring
[126] transferring,positive
[125] northern,territories

Top Word Pairs in Tweet in G1:
[297] covid,19
[13] contra,covid
[13] 19,vaccine
[12] 19,cases
[12] covid,deaths
[11] casos,covid
[10] against,covid
[10] certificat,covid
[9] 19,vaccination
[9] covid,vaccine

Top Word Pairs in Tweet in G2:
[32] covid,19
[26] contre,covid
[20] covid,sont
[14] anti,covid
[13] vaccinés,contre
[12] 651,morts
[12] morts,#covid
[12] #covid,signalés
[12] signalés,62
[12] 62,avaient

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

Top Word Pairs in Tweet in G4:
[34] against,covid
[34] covid,mandates
[31] revolution,televised
[31] rises,against
[29] mandates,#resist
[28] positive,covid
[27] cases,close
[27] close,contacts
[26] covid,cases
[25] australian,army

Top Word Pairs in Tweet in G5:
[114] covid,cases
[109] australia,army
[109] army,transferring
[109] transferring,positive
[109] positive,covid
[109] cases,contacts
[109] contacts,northern
[109] northern,territories
[109] territories,quarantine
[108] berniespofforth,australia

Top Word Pairs in Tweet in G6:
[27] joe,biden
[26] under,joe
[26] biden,more
[26] more,people
[26] people,died
[26] died,covid
[26] covid,2021
[26] 2021,2020
[26] 2020,spite
[26] spite,three

Top Word Pairs in Tweet in G7:
[35] covid,19
[33] covid,passport
[31] retweet,oppose
[31] oppose,covid
[31] passport,mandates
[30] petersweden7,retweet
[25] tokyo,particular
[25] particular,kicking
[25] kicking,covid's
[25] covid's,ass

Top Word Pairs in Tweet in G8:
[20] covid,deaths
[17] covid,19
[11] 'covid,19'
[10] cdc,reports
[10] reports,zero
[10] zero,weekly
[10] weekly,covid
[10] deaths,people
[10] people,under
[10] under,age

Top Word Pairs in Tweet in G9:
[18] pasaporte,covid
[12] certificado,covid
[10] pase,covid
[9] updated,guidelines
[9] datos,vacuna
[9] covid,españa
[7] fda,quiere
[7] quiere,55
[7] 55,procesar
[7] procesar,solicitud

Top Word Pairs in Tweet in G10:
[55] covid,19
[27] angela,merkel
[27] merkel,latest
[25] business,angela
[24] latest,covid
[24] 19,surge
[24] surge,germany's
[24] germany's,worst
[24] worst,hospitals
[24] hospitals,soon

Top Replied-To
Top Replied-To in Entire Graph:
@cnews
@caudehenrion
@ajayasho
@musso___
@puanmaharani_ri
@jimcramer
@xt1lg
@time
@noveasestapeli
@joshbbornstein

Top Replied-To in G1:
@sophialipschul1

Top Replied-To in G2:
@cnews
@divizio1
@libe
@lci
@le_general_offl
@on_mentir
@e_dupondm
@pascalpraud
@poulin2012
@mercierjeremie

Top Replied-To in G3:
@alanistweeter
@skynews
@dgurdasani1
@drhoenderkamp
@sajidjavid
@nicktriggle
@charles83230639
@stopnwo666
@alisongeorge10
@thenickfoy

Top Replied-To in G4:
@talkradio
@realdenisewelch
@percytheparrot
@stevelawrence_
@martinparker57
@juliahb1
@covid19crusher
@effedsociety
@maajidnawaz
@samcclellan

Top Replied-To in G5:
@ladygoodbear
@berniespofforth

Top Replied-To in G6:
@ea_holmes
@lily_scott_says
@zerohedge
@ebennett74
@noomie525257
@intgom
@jamesmelville

Top Replied-To in G7:
@jamesdo69729593
@pierrekory
@riccrockets
@hoppysaul
@cobra1391

Top Replied-To in G8:
@disclosetv
@cut_once_well
@thehill
@zubymusic
@cosmojoe102
@michaeltodd3

Top Replied-To in G9:
@lavanguardia
@totallydianen
@sanchezcastejon

Top Replied-To in G10:
@lperrins
@afp

Top Mentioned
Top Mentioned in Entire Graph:
@berniespofforth
@repthomasmassie
@manuelrico
@sajidjavid
@maajidnawaz
@pjs0106
@petersweden7
@business
@pierrekory
@hausofhilton

Top Mentioned in G1:
@updatedisaster
@excaliburtarsae
@lafemme_bambina
@tatianaschild
@hashtagvdo
@susaludperu
@wistiti84470505
@artsfundraising
@radioibizaser
@albertsolo2

Top Mentioned in G2:
@banounhelene
@f_philippot
@gaumontrene
@yvespdb
@cnews
@divizio1
@medic4allhuman
@guillaumebarucq
@niusmarco
@assocovid

Top Mentioned in G3:
@sajidjavid
@pjs0106
@chrischirp
@skynews
@bbcnews
@doctor_oxford
@dgurdasani1
@andrewstoneman
@charles83230639
@chrispgce

Top Mentioned in G4:
@maajidnawaz
@talkradio
@juliahb1
@leslibless
@nw_nicholas
@yahoo
@drelidavid
@grantshapps
@bellawallerstei
@tvkev

Top Mentioned in G5:
@berniespofforth
@chrissaccoccia1
@jennybethm
@lammimg
@medic4allhuman
@fiorella_im
@yvespdb
@emeraldtyger
@ladygoodbear
@glassman_ds

Top Mentioned in G6:
@repthomasmassie
@jamesmelville
@zerohedge
@drdavidbull
@sincicmep
@jamesdavidhath1
@dougducey
@neversleever
@berniespofforth
@ebennett74

Top Mentioned in G7:
@petersweden7
@pierrekory
@maxblumenthal
@bretweinstein
@aaronsirisg
@lbc
@essexpr
@rbrooks45
@vaccinewatch
@tomfurness2

Top Mentioned in G8:
@zubymusic
@rwmalonemd
@martymakary
@drbarnesbangor
@tonyhinton2016
@delbigtree
@pdubdev
@thehill
@kathyconwom
@gabinjean3

Top Mentioned in G9:
@who
@lavanguardia
@sanchezcastejon
@coradojuanramon
@superspain67
@mariolysosap
@populares
@teogarciaegea
@rosadiezglez
@tiemposalvaje

Top Mentioned in G10:
@business
@afp
@nytimes
@abc
@russincheshire
@cnni
@independent_ie
@news24
@irishtimes
@thequint

Top Tweeters
Top Tweeters in Entire Graph:
@elnacionalweb
@la_patilla
@zazoomblog
@tomthunkitsmind
@jornalistavitor
@knewz_currently
@contrapuntovzla
@rashidaldosari
@danielpilotte1
@detikcom

Top Tweeters in G1:
@zazoomblog
@knewz_currently
@contrapuntovzla
@berkleybearnews
@republikaonline
@titrespresse
@infoiteconomia
@elpoliticonews
@jawapos
@entypos

Top Tweeters in G2:
@danielpilotte1
@iscoseu
@mounmir
@gg3428
@teppdude
@mazenod10
@yvespdb
@loriblaney
@planet211180
@cnews

Top Tweeters in G3:
@paulpaul49
@skynews
@bbcnews
@heather63262308
@mariebe10098426
@albapartytime
@jenemm3
@zuluzim909
@sharr73146294
@brown666w

Top Tweeters in G4:
@benedictmpwhite
@hawkins_carole
@julie34479
@cromwellstuff
@k4rmarules
@nw_nicholas
@mediasettgcom24
@myvideostowatch
@tvkev
@scouts_uk

Top Tweeters in G5:
@citizencaz
@chopknighttime
@cadiedorange172
@g_dukic
@pereooo
@hadjsev
@berniespofforth
@orange44black
@alan_lingwood
@waketheflockup6

Top Tweeters in G6:
@phildecarolis
@elizbethlmaness
@zerohedge
@wittsheryl
@tabithastevens8
@mtac79
@fleoni757
@vidyadharginde
@broknsuffragium
@victorykn

Top Tweeters in G7:
@lbc
@essexpr
@kbk3n3
@johnbasham
@tigrinyan
@hoppysaul
@maxblumenthal
@patriotosorus
@ntashima
@dtochinskiy

Top Tweeters in G8:
@thehill
@madrynha2012
@dontcavitate
@skynewsaust
@uslawreview
@upgrade_narita
@barryesharp
@nedryun
@zubymusic
@ljohnarnold100

Top Tweeters in G9:
@lavanguardia
@pedrosoprost
@jmhercas
@alva1588
@rosalalejandria
@ratiocordis
@trtworld
@pedroamvigil
@perquisidor
@1951195r

Top Tweeters in G10:
@rashidaldosari
@world_news_eng
@business
@coronaupdatebot
@saaadmalikk
@irishtimes
@channelnewsasia
@courageousgirl2
@nytimes
@caravaggio12