COVID, Twitter, 10/28/2021 1:41:49 PM, 264972


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COVID_2021-10-28_02-34-13.xlsx
COVID_2021-10-28_02-34-13.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
October 28, 2021
Short Description:
COVID via NodeXL https://bit.ly/3pM7eeo
@jamesmelville
@gmalunsmann5
@potus
@realkylemorris
@kylie93019266
@gopchairwoman
@preppers_asylum
@politicsforali
@sajidjavid
@ella4dogs

Top hashtags:
#covid
#covid_19
#covid19
#coronavirus
#passsanitaire
#26ekim2021

Description:
Description
The graph represents a network of 11,979 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 Thursday, 28 October 2021 at 09:53 UTC.

The requested start date was Thursday, 28 October 2021 at 00:01 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 Monday, 25 October 2021 at 12:17 UTC to Wednesday, 27 October 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 : 11979
Unique Edges : 6941
Edges With Duplicates : 11403
Total Edges : 18344
Number of Edge Types : 5
Retweet : 5100
MentionsInRetweet : 5925
Tweet : 3569
Mentions : 2605
Replies to : 1145
Self-Loops : 3612
Reciprocated Vertex Pair Ratio : 0.00647458724506313
Reciprocated Edge Ratio : 0.0128658732711483
Connected Components : 3620
Single-Vertex Connected Components : 1062
Maximum Vertices in a Connected Component : 1580
Maximum Edges in a Connected Component : 3389
Maximum Geodesic Distance (Diameter) : 34
Average Geodesic Distance : 12.934183
Graph Density : 6.50035541827519E-05
Modularity : 0.584161
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 11,979 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 Thursday, 28 October 2021 at 09:53 UTC.

The requested start date was Thursday, 28 October 2021 at 00:01 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 Monday, 25 October 2021 at 12:17 UTC to Wednesday, 27 October 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:
[29] https://www.theguardian.com/world/2020/nov/04/tory-linked-firm-involved-in-testing-failure-awarded-new-347m-covid-contract
[15] https://www.thesun.co.uk/health/16528589/vaginal-ulcers-new-rare-complication-covid-vaccine/
[14] https://www.thedailybeast.com/terry-mcauliffe-said-more-than-1100-kids-were-hospitalized-with-covid-there-were-35?via=twitter_page
[12] https://news.abs-cbn.com/news/10/25/21/list-covid-19-vaccines-recommended-for-booster-shots
[11] https://www.nbcnews.com/politics/white-house/biden-administration-announces-plan-accelerate-authorization-home-covid-tests-n1282255
[9] https://www.npr.org/sections/health-shots/2021/10/26/1046432435/ers-are-now-swamped-with-seriously-ill-patients-but-most-dont-even-have-covid
[9] http://netzwerk-november21.ch
[8] https://pgibertie.com/2021/10/26/cet-exces-de-mortalite-bizarre-que-le-covid-nexplique-pas/
[8] https://exame.com/ciencia/algumas-vacinas-contra-a-covid-19-podem-aumentar-o-risco-de-hiv/
[7] https://news.sky.com/story/labour-leader-keir-starmer-tests-positive-for-covid-12445900

Top URLs in Tweet in G1:
[9] http://netzwerk-november21.ch
[3] https://www.standard.co.uk/news/uk/covid-vaccine-booster-jab-over-50s-book-b962496.html
[3] https://pt.granma.cu/cuba/2021-10-26/a-partir-desta-semana-convalescentes-da-covid-19-que-receberam-alta-medica-entre-25-de-julho-e-31-de-agosto-serao-vacinados
[2] https://www.redaccionmedica.com/secciones/parlamentarios/espana-descarta-una-estrategia-de-inmunizacion-covid-solo-con-vacunas-arnm-8959
[2] https://mailchi.mp/a5e5cea36997/activists-from-unorganized-workers-organizations-show-strength-at-their-largest-gathering-since-covid-19-pandemic-in-hyderabad
[2] https://www.theguardian.com/world/ng-interactive/2021/oct/26/why-people-believe-covid-conspiracy-theories-could-folklore-hold-the-answer
[2] https://www.npr.org/sections/health-shots/2021/10/26/1046432435/ers-are-now-swamped-with-seriously-ill-patients-but-most-dont-even-have-covid?utm_campaign=storyshare&utm_source=twitter.com&utm_medium=social
[2] https://childrenshealthdefense.org/defender/vaers-cdc-deaths-injuries-covid-vaccine/?utm_source=salsa&eType=EmailBlastContent&eId=da2b2d09-11ef-4d0b-b152-e537374e64fc
[2] https://www.mdr.de/wissen/in-deutschland-keine-uebersterblichkeit-durch-covid-100.html
[2] https://www.nytimes.com/2021/10/26/briefing/covid-cases-falling-delta.html

Top URLs in Tweet in G2:
[7] https://www.thesun.co.uk/health/16528589/vaginal-ulcers-new-rare-complication-covid-vaccine/
[6] https://www.abc4.com/news/local-news/draper-teenager-hospitalized-with-blood-clots-after-covid-19-vaccine-shot/
[4] https://www.youtube.com/watch?v=SOD2QIDpnLI&feature=youtu.be

[3] https://www.westernjournal.com/buried-6-hours-fda-video-doctor-makes-chilling-admission-child-covid-vax/?utm_source=telegram&utm_medium=westernjournalism&utm_campaign=telegramfeed&utm_content=2021-10-26
[2] https://www.insider.com/spain-reimburse-those-fined-for-violating-covid-19-lockdown-rules-2021-10
[2] https://theexpose.uk/2021/10/09/the-real-5g-agenda-and-how-covid-19-is-helping-to-achieve-it-humanity-is-in-extreme-and-imminent-danger-claire-edwards/
[2] https://www.foxnews.com/politics/gop-rep-glenn-thompson-receiving-hospital-treatment-for-breakthrough-covid-case
[2] https://alexberenson.substack.com/p/urgent-covid-vaccines-will-keep-you/comments
[1] https://news.sky.com/story/england-and-wales-records-more-than-70000-excess-deaths-in-private-homes-since-start-of-covid-19-pandemic-12420482
[1] https://news.sky.com/story/england-and-wales-records-more-than-70-000-excess-deaths-in-private-homes-since-start-of-covid-19-pandemic-12420482

Top URLs in Tweet in G3:
[2] https://www.nytimes.com/2021/10/26/us/politics/birx-trump-covid-deaths.html
[2] https://twitter.com/i/broadcasts/1RDGlgVnYmdKL
[2] http://www.miranda.gob.ve/index.php/avanza-vacunacion-contra-la-covid-19-en-sedes-de-la-policia-de-miranda/
[2] http://www.psuv.org.ve/temas/noticias/china-suministro-mas-mil-500-millones-vacunas-contra-covid-19-a-106-paises-mundo/
[2] http://www.minci.gob.ve/entre-el-17-y-23-de-octubre-venezuela-registro-8-439-nuevos-casos-por-covid-19/
[1] https://bit.ly/3GpblTK
[1] https://ift.tt/2ZqHVEg
[1] https://cutt.ly/HRSKDNR
[1] https://twitter.com/i/broadcasts/1yoJMWvZmRoKQ
[1] https://twitter.com/Mippcivzla/status/1452964494242721799

Top URLs in Tweet in G4:
[29] https://www.theguardian.com/world/2020/nov/04/tory-linked-firm-involved-in-testing-failure-awarded-new-347m-covid-contract
[3] https://news.sky.com/story/labour-leader-keir-starmer-tests-positive-for-covid-12445900
[3] https://www.gloucestershirelive.co.uk/news/cheltenham-news/cheltenham-mp-tests-positive-covid-6107959?utm_source=twitter.com&utm_medium=social&utm_campaign=sharebar
[2] https://www.theguardian.com/world/2021/oct/26/firm-that-gave-43000-false-covid-results-still-processing-pcr-tests
[2] https://www.theguardian.com/world/2021/oct/27/covid-lab-returned-four-positive-results-from-2400-sheffield-tests?CMP=Share_AndroidApp_Other
[2] https://www.independent.co.uk/news/uk/covid-vaccine-holiday-next-year-b1944193.html?utm_content=Echobox&utm_medium=Social&utm_campaign=Main&utm_source=Twitter#Echobox=1635020317
[2] https://www.telegraph.co.uk/politics/2021/10/25/vaccine-passports-could-fuel-covid-cost-venues-millions-says/
[1] https://www.theguardian.com/uk-news/2021/oct/26/rishi-sunak-will-use-budget-to-declare-age-of-optimism?CMP=Share_iOSApp_Other
[1] https://www.ft.com/content/47582a7a-7370-4e2e-9d2e-fa1ea4a3db6c
[1] https://www.opendemocracy.net/en/ournhs/serco-lands-another-45m-for-failing-covid-test-and-trace-scheme/

Top URLs in Tweet in G5:
[3] https://www.hindustantimes.com/india-news/mann-ki-baat-success-of-covid-vaccination-drive-shows-india-s-capability-says-modi-101635100682457.html
[1] https://www.youtube.com/watch?v=IoKSxqw4tBY&feature=youtu.be

[1] https://bloom.bg/3njnuAH?utm_source=twitter&utm_content=tictoc&utm_campaign=socialflow-organic&cmpid%3D=socialflow-twitter-tictoc&utm_medium=social
[1] https://timesofindia.indiatimes.com/business/india-business/executive-hirings-up-30-over-pre-covid-levels/articleshow/87245121.cms
[1] https://ocugen.gcs-web.com/news-releases/news-release-details/ocugen-inc-announces-submission-investigational-new-drug
[1] https://twitter.com/JugnauthKumar/status/1451205714282696706
[1] https://timesofindia.indiatimes.com/blogs/narendra-modis-blog/team-india-responding-to-adversity-with-achievement/
[1] https://twitter.com/pmharriskn/status/1451281566609645577
[1] https://indianexpress.com/article/opinion/columns/indias-100-crore-covid-vaccine-jabs-narendra-modi-7584020/
[1] https://indianexpress.com/article/opinion/columns/covid-vaccination-drive-100-crore-vaccines-7585663/lite/

Top URLs in Tweet in G6:
[6] https://childrenshealthdefense.org/defender/fda-endorses-pfizer-covid-vaccine-children/
[3] https://sharylattkisson.com/2021/10/cdc-hiding-the-number-of-naturally-immune-to-covid-19/
[2] https://art19.com/shows/the-sharyl-attkisson-podcast/episodes/4036589d-1375-4c11-b715-5fd33540fee1
[2] https://sharylattkisson.com/2021/10/mountain-bike-racer-kyle-warner-discusses-alleged-debilitating-covid-19-vaccine-heart-injury/
[2] https://www.marketwatch.com/story/long-covid-affects-every-single-aspect-of-a-persons-daily-life-and-daily-functioning-including-employment-study-11635192045?siteid=yhoof2&yptr=yahoo
[1] https://paine.tv/nbc-fact-checks-faucis-fear-that-college-football-games-would-be-covid-super-spreaders-never-happened/
[1] https://childrenshealthdefense.org/about-us/sign-up/?utm_source=BKtwitter&utm_medium=defender
[1] https://childrenshealthdefense.org/defender/fda-risk-benefit-analysis-pfizer-children-covid-vaccine/
[1] https://www.huffpost.com/entry/fox-news-neil-cavuto-covid-19-vaccine-threats_n_6178ef67e4b010d93317bde7?utm_campaign=share_twitter&ncid=engmodushpmg00000004
[1] https://twitter.com/_juliannemoore/status/1452672136137617415

Top URLs in Tweet in G7:
[8] https://pgibertie.com/2021/10/26/cet-exces-de-mortalite-bizarre-que-le-covid-nexplique-pas/
[4] https://www.lci.fr/sante/video-hopitaux-cherchent-infirmieres-des-milliers-de-soignantes-manquent-a-l-appel-2199847.html?utm_medium=Social&utm_source=Twitter&Echobox=1635152598-1#xtor=CS5-113
[2] https://www.bfmtv.com/tech/covid-19-comment-facebook-a-permis-la-diffusion-massive-de-contenus-antivax_AV-202110270171.html#xtor=CS9-144-[twitter]-[BFMTV]
[2] https://l.bfmtv.com/G16
[1] https://www.youtube.com/watch?v=8bHZX1NxVc0&feature=youtu.be

[1] https://www.vosgesmatin.fr/faits-divers-justice/2021/10/26/covid-19-faute-de-pass-sanitaire-un-homme-de-95-ans-se-voit-interdit-l-entree-de-l-hopital-d-epinal
[1] https://francais.rt.com/international/91957-etats-unis-manifestation-soutien-basketteur-kyrie-irving-refuse-faire-vacciner-covid-19
[1] https://www.lci.fr/sante/en-direct-france-covid-19-coronavirus-vaccination-pandemie-pass-sanitaire-le-senat-veut-imposer-une-clause-de-revoyure-2196156.html
[1] https://www.cnbc.com/2021/10/26/fda-panel-recommends-pfizers-low-dose-covid-vaccine-for-kids-ages-5-to-11.html
[1] https://bit.ly/2XOLpzv

Top URLs in Tweet in G8:
[3] https://www.cnn.com/2021/10/24/us/puerto-rico-covid-vaccination-rate/index.html
[2] https://www.tallahassee.com/story/news/local/state/2021/10/26/tallahassee-black-leaders-wants-state-officials-stop-punitive-actions/8549592002/?utm_campaign=snd-autopilot&utm_source=twitter&utm_medium=Social&utm_campaign=ghf-palmbeach-main
[2] https://www.cnn.com/videos/media/2021/10/24/fox-news-host-neil-cavuto-coronavirus-vaccine-appeal-acostanr-vpx.cnn
[1] https://nyti.ms/2ZqOc24
[1] https://nyti.ms/3mbmUpF
[1] https://nyti.ms/313ZLgE
[1] https://nyti.ms/3EffvM2
[1] https://nyti.ms/3jC6y7v
[1] https://nyti.ms/2ZpWbgu
[1] https://trib.al/tcDmL7m

Top URLs in Tweet in G9:
[14] https://www.thedailybeast.com/terry-mcauliffe-said-more-than-1100-kids-were-hospitalized-with-covid-there-were-35?via=twitter_page
[2] https://www.thedailybeast.com/neil-cavuto-fox-news-anchor-who-has-covid-begs-viewers-to-get-vaccinated?via=twitter_page
[2] https://www.texastribune.org/series/coronavirus-texas-cases-san-antonio/
[1] https://www.thedailybeast.com/white-house-covid-response-coordinator-deborah-birx-says-distracted-trump-made-pandemic-death-count-worse?source=twitter&via=desktop
[1] https://www.washingtonpost.com/health/2021/09/23/covid-vaccination-hospitalization-map/?no_nav=true
[1] https://www.houstonchronicle.com/lifestyle/article/Peter-Hotez-COVID-rates-are-declining-just-like-16565571.php
[1] https://www.houstonchronicle.com/opinion/editorials/article/Editorial-The-world-needs-a-cheap-and-easy-16566713.php
[1] https://twitter.com/jeromeadamsmd/status/1452967105133903872
[1] https://www.npr.org/2021/10/23/1048427792/despite-higher-covid-risk-most-pregnant-americans-remain-unvaccinated
[1] https://twitter.com/weselymd/status/1452752809766567940

Top URLs in Tweet in G10:
[6] https://trib.al/azTJqlG
[2] https://trib.al/PVDGomF
[2] https://www.theguardian.com/world/2021/oct/25/false-covid-test-results-not-cause-of-surge-south-west-england-says-no-10
[2] https://www.bbc.co.uk/news/uk-scotland-59027744
[1] https://twitter.com/chrischirp/status/1451136554303426567
[1] https://twitter.com/trishgreenhalgh/status/1452958769516879883
[1] https://www.mirror.co.uk/news/uk-news/thousands-sea-creatures-wash-up-25298945
[1] https://www.gloucestershirelive.co.uk/news/cheltenham-news/cheltenham-mp-tests-positive-covid-6107959.amp?__twitter_impression=true
[1] https://www.theguardian.com/commentisfree/2021/oct/26/what-price-human-life-nhs-staff-politicians-nhs
[1] https://www.theguardian.com/world/2021/oct/26/firm-that-gave-43000-false-covid-results-still-processing-pcr-tests?utm_term=Autofeed&CMP=twt_gu&utm_medium&utm_source=Twitter#Echobox=1635225389

Top Domains
Top Domains in Tweet in Entire Graph:
[341] twitter.com
[122] co.uk
[95] com.br
[88] theguardian.com
[41] bit.ly
[40] youtube.com
[36] nytimes.com
[26] theepochtimes.com
[26] cnn.com
[23] cnbc.com

Top Domains in Tweet in G1:
[119] twitter.com
[26] com.br
[17] co.uk
[12] theguardian.com
[9] nytimes.com
[9] com.ar
[9] netzwerk-november21.ch
[8] google.com
[7] theepochtimes.com
[6] yahoo.com

Top Domains in Tweet in G2:
[11] co.uk
[6] abc4.com
[4] twitter.com
[4] youtube.com
[3] westernjournal.com
[2] sky.com
[2] insider.com
[2] theexpose.uk
[2] foxnews.com
[2] substack.com

Top Domains in Tweet in G3:
[7] twitter.com
[7] gob.ve
[2] bit.ly
[2] nytimes.com
[2] fusernews.com
[2] org.ve
[1] ift.tt
[1] cutt.ly
[1] facebook.com
[1] npr.org

Top Domains in Tweet in G4:
[36] theguardian.com
[9] co.uk
[6] twitter.com
[4] sky.com
[1] ft.com
[1] opendemocracy.net
[1] frontiersin.org
[1] fos-sa.org
[1] careappointments.com
[1] wto.org

Top Domains in Tweet in G5:
[4] indianexpress.com
[3] hindustantimes.com
[2] indiatimes.com
[2] twitter.com
[1] youtube.com
[1] bloom.bg
[1] gcs-web.com
[1] gov.in
[1] who.int
[1] ft.com

Top Domains in Tweet in G6:
[8] childrenshealthdefense.org
[5] sharylattkisson.com
[2] art19.com
[2] huffpost.com
[2] marketwatch.com
[1] paine.tv
[1] twitter.com
[1] youtube.com
[1] healthychildren.org
[1] heraldtribune.com

Top Domains in Tweet in G7:
[8] pgibertie.com
[6] twitter.com
[5] lci.fr
[4] bfmtv.com
[4] francetvinfo.fr
[2] youtube.com
[2] rt.com
[1] vosgesmatin.fr
[1] cnbc.com
[1] bit.ly

Top Domains in Tweet in G8:
[7] nyti.ms
[5] cnn.com
[2] tallahassee.com
[2] nytimes.com
[1] trib.al
[1] cnn.it
[1] dailyherald.com
[1] moodyonthemarket.com
[1] cbsnews.com
[1] washingtonpost.com

Top Domains in Tweet in G9:
[17] thedailybeast.com
[3] twitter.com
[2] houstonchronicle.com
[2] nytimes.com
[2] texastribune.org
[1] washingtonpost.com
[1] npr.org
[1] awakenindiamovement.com
[1] st.news

Top Domains in Tweet in G10:
[8] trib.al
[5] co.uk
[4] theguardian.com
[3] twitter.com
[1] newstatesman.com
[1] businesspost.ie

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[260] covid
[187] covid_19
[175] covid19
[43] coronavirus
[34] passsanitaire
[26] 26ekim2021
[21] venezuela
[20] longcovid
[20] vacunandonospuebloquevence
[19] digamospresente



Top Hashtags in Tweet in G1:
[40] covid_19
[38] covid
[28] covid19
[14] coronavirus
[9] covidgesetznein
[9] covidgesetz
[9] abst21
[9] zertifikatspflicht
[5] covidー19
[5] medical

Top Hashtags in Tweet in G2:
[2] covid19
[2] novaccinemandates
[2] novaccinepassports
[2] removendma2005
[1] covid
[1] covid19nz
[1] unvaxxed
[1] covid_19
[1] killervirus
[1] waarzijnwemeebezig

Top Hashtags in Tweet in G3:
[24] covid_19
[20] venezuela
[17] entérate
[15] flexibilizaciónconsciente
[15] digamospresente
[11] venezuelasevacuna
[8] 10/26/2021 12:00:00 AM
[8] flexibilizacionconsciente
[7] 10/27/2021 12:00:00 AM
[5] vacunarseesvida

Top Hashtags in Tweet in G4:
[3] politicslive
[2] budget
[2] intellectualproperty
[2] marr
[1] shortages
[1] covid_19
[1] brexit
[1] budget2021
[1] hiv
[1] spendingreview

Top Hashtags in Tweet in G5:
[14] covid
[9] onlineexamsforcbseandicse
[6] onlineexamforcbseandicse
[6] vaccinecentury
[5] covid19
[4] indiafightscorona
[3] covid_19
[3] covidcharcha
[3] coronavirusupdates
[3] staysafe

Top Hashtags in Tweet in G6:
[1] thedefender
[1] covid
[1] ivermectine

Top Hashtags in Tweet in G7:
[12] passsanitaire
[8] djokovic
[4] covid
[4] covid_19
[3] lespierrescrieront
[3] fda
[3] pfizer
[3] dictaturesanitaire
[3] nonaupassdelahonte
[3] nonaupasssanitaire

Top Hashtags in Tweet in G8:
[2] delta
[2] booster
[2] covid19
[1] boostervaccine
[1] doyourpartmason
[1] patriotsprotectpatriots

Top Hashtags in Tweet in G9:
[16] covid19
[2] longcovid
[1] covid

Top Hashtags in Tweet in G10:
[5] covid_19
[2] wato
[2] politics
[2] covidreport
[2] bbcwato
[2] travel
[1] taxandwaste
[1] longcovidkids
[1] wearamask

Top Words
Top Words in Tweet in Entire Graph:
[8260] covid
[2479] 19
[749] vaccine
[676] people
[434] more
[407] contra
[380] vaccinated
[339] cases
[336] one
[324] deaths

Top Words in Tweet in G1:
[969] covid
[378] 19
[84] vaccine
[53] people
[52] contra
[50] cases
[40] #covid_19
[38] #covid
[35] more
[35] eu

Top Words in Tweet in G2:
[257] covid
[86] jamesmelville
[78] sweden
[67] mandates
[64] restrictions
[62] mask
[59] one
[57] deaths
[52] norway
[51] month

Top Words in Tweet in G3:
[125] covid
[103] 19
[59] contra
[41] nicolasmaduro
[40] vacunación
[34] total
[31] contagios
[31] venezuela
[31] pueblo
[26] venezolano

Top Words in Tweet in G4:
[153] covid
[44] firm
[41] tory
[39] contract
[32] failure
[32] given
[31] testing
[29] jmpsimor
[29] linked
[29] randox

Top Words in Tweet in G5:
[72] covid
[48] क
[38] स
[37] 19
[35] र
[32] द
[26] य
[25] व
[24] न
[19] vaccine

Top Words in Tweet in G6:
[122] covid
[36] emeraldrobinson
[36] people
[34] vaccinated
[32] dying
[31] govrondesantis
[29] 70
[29] england
[26] healthy
[25] 19

Top Words in Tweet in G7:
[85] covid
[20] effets
[18] f_philippot
[17] ce
[16] 19
[16] surmortalité
[15] depuis
[14] tout
[14] secondaires
[12] #passsanitaire

Top Words in Tweet in G8:
[80] covid
[40] kylegriffin1
[34] dr
[33] birx
[32] told
[31] deborah
[31] congressional
[31] investigators
[31] month
[31] trump's

Top Words in Tweet in G9:
[80] covid
[54] kids
[20] drericding
[19] vaccine
[17] peterhotez
[17] thedailybeast
[16] #covid19
[15] 100
[15] hospitalized
[15] see

Top Words in Tweet in G10:
[87] covid
[20] tested
[20] whopping
[17] bbcnews
[16] people
[13] cases
[13] positive
[12] long
[12] chrischirp
[12] kit_yates_maths

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[2410] covid,19
[291] contra,covid
[172] covid,vaccine
[164] 19,vaccine
[142] cpi,covid
[122] covid,cases
[108] during,covid
[105] covid,deaths
[91] positive,covid
[86] 19,pandemic

Top Word Pairs in Tweet in G1:
[368] covid,19
[37] contra,covid
[26] 19,vaccine
[24] covid,vaccine
[12] vacina,covid
[12] kasus,covid
[11] casos,covid
[11] 19,cases
[10] 19,vaccines
[10] during,covid

Top Word Pairs in Tweet in G2:
[61] mask,mandates
[52] norway,sweden
[52] covid,restrictions
[50] one,month
[50] month,norway
[50] sweden,denmark
[50] denmark,removed
[50] removed,covid
[50] restrictions,mask
[49] jamesmelville,one

Top Word Pairs in Tweet in G3:
[98] covid,19
[52] contra,covid
[26] pueblo,venezolano
[20] #covid_19,estadísticas
[20] estadísticas,generales
[20] generales,coronavirus
[20] coronavirus,#venezuela
[20] #venezuela,total
[20] total,contagios
[17] libertad003,#covid_19

Top Word Pairs in Tweet in G4:
[29] tory,linked
[29] linked,firm
[29] firm,randox
[29] randox,involved
[29] involved,testing
[29] testing,failure
[29] failure,given
[29] given,347m
[29] 347m,covid
[29] covid,contract

Top Word Pairs in Tweet in G5:
[32] covid,19
[11] य,क
[11] न,क
[10] क,र
[9] cmofficeup,myogiadityanath
[9] myogiadityanath,hon
[9] hon,sir
[9] sir,best
[9] best,regards
[9] regards,gentle

Top Word Pairs in Tweet in G6:
[32] dying,covid
[29] 70,people
[29] people,dying
[29] covid,england
[29] england,vaccinated
[28] emeraldrobinson,70
[25] covid,19
[13] 34,days
[13] days,ago
[13] ago,flsurgeongen

Top Word Pairs in Tweet in G7:
[16] covid,19
[14] effets,secondaires
[10] depuis,juin
[8] bravo,#djokovic
[8] #djokovic,fait
[8] fait,plier
[8] plier,horrible
[8] horrible,australie
[8] australie,allant
[8] allant,finalement

Top Word Pairs in Tweet in G8:
[31] dr,deborah
[31] deborah,birx
[31] birx,told
[31] told,congressional
[31] congressional,investigators
[31] investigators,month
[31] month,trump's
[31] trump's,white
[31] white,house
[31] house,failed

Top Word Pairs in Tweet in G9:
[14] terry,mcauliffe
[14] mcauliffe,more
[14] more,100
[14] 100,kids
[14] kids,hospitalized
[14] hospitalized,covid
[14] covid,35
[13] thedailybeast,terry
[9] see,lot
[9] lot,science

Top Word Pairs in Tweet in G10:
[12] long,covid
[12] tested,positive
[11] minimum,wage
[10] positive,covid
[10] tories,moving
[10] moving,minimum
[10] wage,whopping
[10] whopping,50phr
[10] 50phr,labour
[10] labour,leadership

Top Replied-To
Top Replied-To in Entire Graph:
@cmofficeup
@helderbarbalho
@b52malmet
@keir_starmer
@govrondesantis
@nytimes
@cnn
@alexwagner
@_stah
@covid_long

Top Replied-To in G2:
@essexpr
@jamie_saris
@_mitchmitchell
@lararixon
@landrights4all
@telegraph
@libdems
@neilocardiff
@geoff19542
@unclebuckqpr

Top Replied-To in G3:
@morning_joe
@mippcivzla
@govwhitmer
@cdidra_kellyann
@nicolasmaduro
@elisestefanik
@pratioer
@potus

Top Replied-To in G4:
@sajidjavid
@les_bristol
@antiantiwoke
@polecattimes
@mrjamesob
@bpsmithuk
@talkradio
@skynews
@ted7743
@lbc

Top Replied-To in G5:
@cmofficeup
@madcow42
@pmoindia
@dr_m_davis
@arpan_jhalak21

Top Replied-To in G6:
@govrondesantis
@marinamedvin
@teeisme1
@jkenney
@chuckcallesto
@flsurgeongen
@antonch2021
@latino4desantis
@cryptom21976368
@peterschorschfl

Top Replied-To in G7:
@mferandou
@amine_umlil
@lescrises
@les3chatons
@gabrielc6472827
@ban05063867
@jjohana
@nathaliekesler1
@jacquesbompard
@loichervepublic

Top Replied-To in G8:
@nytimes
@cnn
@sherorso
@kylegriffin1
@dinneratmikes

Top Replied-To in G9:
@phan_cecile
@randomlybob
@jillweather
@thedailybeast
@canuckkris
@immune_soul
@andy_sh11
@patelliottmba

Top Replied-To in G10:
@bbcnews
@bbcbreaking
@kit_yates_maths
@professorsdad
@helenessex2
@littlelegs2003
@dgurdasani1
@rammo_top_spurs

Top Mentioned
Top Mentioned in Entire Graph:
@jamesmelville
@abcdrih
@govmurphy
@ericmmatheny
@kylegriffin1
@nicolasmaduro
@christianwaech2
@emeraldrobinson
@essexpr
@jmpsimor

Top Mentioned in G1:
@southernstarirl
@cadiocva
@feedynewsus
@alanmoore4816
@indiawpc
@tmes_news
@scotty_2017
@feedynewsbr
@realist50063598
@luigif97101292

Top Mentioned in G2:
@jamesmelville
@essexpr
@drcharlesl
@politicsforali
@berniespofforth
@bellawallerstei
@marcuspretzell
@libdems
@jillrteamxrp
@amcarmichaelmp

Top Mentioned in G3:
@nicolasmaduro
@libertad003
@mippcivzla
@isnalypacheco
@carnetdlapatria
@delcyrodriguezv
@dcabellor
@potus
@vtvcanal8
@minsaludve

Top Mentioned in G4:
@jmpsimor
@davidschneider
@rishisunak
@david__osland
@skynews
@fascinatorfun
@borisjohnson
@talkradio
@kevin_maguire
@tonyhinton2016

Top Mentioned in G5:
@narendramodi
@mansukhmandviya
@myogiadityanath
@upgovt
@mohfw_india
@pmoindia
@hhsgov
@cbseindia29
@who
@jpnadda

Top Mentioned in G6:
@emeraldrobinson
@govrondesantis
@flsurgeongen
@christinapushaw
@robertkennedyjr
@chuckcallesto
@sharylattkisson
@joerogan
@thomas1774paine
@therecount

Top Mentioned in G7:
@f_philippot
@bfmtv
@olivierveran
@lci
@jjohana
@assocovid
@rtenfrancais
@cnews
@caudehenrion
@gaumontrene

Top Mentioned in G8:
@kylegriffin1
@nytimes
@pfizer
@joncoopertweets
@demgovs
@denise_dewald
@kavitapmd
@mellziland
@benwakana46
@facethenation

Top Mentioned in G9:
@drericding
@peterhotez
@thedailybeast
@jeromeadamsmd
@mdteryn
@christopherhahn
@najsambul
@jillweather
@texaschildrens
@pnyx2010

Top Mentioned in G10:
@bbcnews
@chrischirp
@kit_yates_maths
@beckettunite
@doctor_oxford
@csav55
@daisybelll
@dgurdasani1
@dramirkhangp
@conservatives

Top Tweeters
Top Tweeters in Entire Graph:
@elnacionalweb
@infoitsport
@tomthunkitsmind
@contrapuntovzla
@kayemenner
@threadreaderapp
@kompascom
@paoloigna1
@lasillarota
@afropages

Top Tweeters in G1:
@infoitsport
@contrapuntovzla
@kompascom
@afropages
@yoshiki7111
@bisniscom
@cityreport
@billm9
@lado_mx
@alkali_acid

Top Tweeters in G2:
@googleexpertuk
@z_chrissie
@song_title
@telegraph
@benedictmpwhite
@markwrightuk88
@bigcatnergy
@ggprez
@feargalthecat
@hhelenakhl

Top Tweeters in G3:
@vtvcanal8
@partidopsuv
@jorgepsuvr
@isnalypacheco
@mppeducacion
@mippcivzla
@elias_cabeza
@lubrio
@rubendel77
@gipsygastello

Top Tweeters in G4:
@paulpaul49
@skynews
@jwahjwah
@glynis_fisher
@stillawake
@fascinatorfun
@gareth0108
@iromg
@liarpoliticians
@labourblackrose

Top Tweeters in G5:
@ndtv
@railminindia
@indiatvnews
@indigo6e
@republic
@flyspicejet
@pib_india
@quicktake
@bjp4india
@faraz_v

Top Tweeters in G6:
@removegopnow
@stillgray
@politibunny
@huffpostpol
@mcarmichael16
@dimitri2020llc
@peterschorschfl
@dalocoengineer
@thomas1774paine
@petersthoughts

Top Tweeters in G7:
@4tchat
@lagrosta
@bfmtv
@sol121nadia
@souzaeluam
@franceinfo
@cnews
@jeanclaudepeyra
@libe
@ddaya_23

Top Tweeters in G8:
@7b73f39b85e1415
@pollsstar
@brendahazelhur1
@jameskthompson1
@nytimes
@terryg1979
@cyndiw100
@cnn
@warnockwarrior
@joncoopertweets

Top Tweeters in G9:
@cotey_mary
@miss_placed_
@enidlogan
@dianeeugenio
@thedailybeast
@angryyoungman55
@1snoozyq
@houstonchron
@tiffanypy35
@seattletimes

Top Tweeters in G10:
@john1966olsen
@bbcnews
@timmymalachi
@daisybelll
@nitawhite1
@stujoanne2
@bernardshawlive
@flowesaunders68
@lizad0little
@towec