COVID-19, Twitter, 10/10/2021 9:00:24 AM, 264205


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COVID-19_2021-10-10_00-00-01.xlsx
COVID-19_2021-10-10_00-00-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
October 10, 2021
Short Description:
COVID-19 via NodeXL https://bit.ly/3FyrPbx
@rwmalonemd
@washingtonpost
@_shotamandown
@reuters
@benjizee
@ctvnews
@daleburnay
@drericding
@emariemacg
@zerohedge

Top hashtags:
#covid_19
#covid19
#airforce_result_do
#covid
#ygletlisadoherwork
#44475
#coronavirus
#fanb

Description:
Description
The graph represents a network of 10,505 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 Sunday, 10 October 2021 at 07:23 UTC.

The requested start date was Sunday, 10 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 3-day, 0-hour, 4-minute period from Tuesday, 05 October 2021 at 12:13 UTC to Friday, 08 October 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 : 10505
Unique Edges : 5344
Edges With Duplicates : 12096
Total Edges : 17440
Number of Edge Types : 5
Retweet : 5459
MentionsInRetweet : 6106
Tweet : 3423
Mentions : 2031
Replies to : 421
Self-Loops : 3474
Reciprocated Vertex Pair Ratio : 0.00556655121227115
Reciprocated Edge Ratio : 0.0110714725058433
Connected Components : 3215
Single-Vertex Connected Components : 1114
Maximum Vertices in a Connected Component : 1276
Maximum Edges in a Connected Component : 2611
Maximum Geodesic Distance (Diameter) : 34
Average Geodesic Distance : 10.526675
Graph Density : 7.36692678530841E-05
Modularity : 0.542283
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 10,505 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 Sunday, 10 October 2021 at 07:23 UTC.

The requested start date was Sunday, 10 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 3-day, 0-hour, 4-minute period from Tuesday, 05 October 2021 at 12:13 UTC to Friday, 08 October 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:
[63] https://kdvr.com/news/coronavirus/covid-19-vaccine/kidney-transplant-patient-moved-to-inactive-for-not-receiving-covid-vaccine/?utm_source=twitter.com&utm_medium=referral&utm_campaign=socialflow
[22] https://www.folkhalsomyndigheten.se/nyheter-och-press/nyhetsarkiv/2021/oktober/anvandningen-av-modernas-vaccin-mot-covid-19-pausas-for-alla-som-ar-fodda-1991-och-senare/
[20] https://www.publicsenat.fr/article/parlementaire/vaccination-obligatoire-contre-le-covid-19-le-texte-rejete-en-commission-au
[19] https://covidnow.moh.gov.my/
[16] http://trib.al/BUNOXMC
[15] https://www.mentealternativa.com/acusan-a-pfizer-de-experimentar-con-bebes-huerfanos-para-probar-su-vacuna-covid-19/amp/?__twitter_impression=true
[15] https://www.mentealternativa.com/acusan-a-pfizer-de-experimentar-con-bebes-huerfanos-para-probar-su-vacuna-covid-19/
[14] https://www.zerohedge.com/covid-19/without-lockdowns-sweden-had-fewer-excess-deaths-most-europe
[13] http://trib.al/S5sc4Ct
[12] https://www.reuters.com/business/healthcare-pharmaceuticals/aurobindo-pharma-stop-molnupiravir-trial-moderate-covid-19-patients-2021-10-08/?taid=616033f1d5012e00018e1b26&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter

Top URLs in Tweet in G1:
[10] https://www.folkhalsomyndigheten.se/nyheter-och-press/nyhetsarkiv/2021/oktober/anvandningen-av-modernas-vaccin-mot-covid-19-pausas-for-alla-som-ar-fodda-1991-och-senare/
[8] https://m.theepochtimes.com/mkt_app/australian-medical-manufacturer-recalls-nearly-200000-covid-19-tests-in-us-over-false-positive-results_4034443.html?v=ul
[8] https://www.poandpo.com/
[6] https://www.wsj.com/articles/covid-19-coronavirus-lab-leak-virology-origins-pandemic-11633462827
[6] https://www.publicsenat.fr/article/parlementaire/vaccination-obligatoire-contre-le-covid-19-le-texte-rejete-en-commission-au
[5] https://www.cnn.com/2021/10/05/health/covid-vaccines-reduce-senior-deaths/index.html
[5] https://selahafrik.com/2021/10/covid-19-vaccine-pastor-adeboye-christian-leaders/
[3] https://www.doshermanasinfo.com/nueva-bajada-de-la-tasa-de-incidencia-covid-19-que-se-encuentra-en-5628-puntos/
[3] https://kdvr.com/news/coronavirus/covid-19-vaccine/kidney-transplant-patient-moved-to-inactive-for-not-receiving-covid-vaccine/
[3] https://www.cnn.com/2021/10/06/us/texas-man-sentenced-covid-hoax/index.html

Top URLs in Tweet in G2:
[58] https://kdvr.com/news/coronavirus/covid-19-vaccine/kidney-transplant-patient-moved-to-inactive-for-not-receiving-covid-vaccine/?utm_source=twitter.com&utm_medium=referral&utm_campaign=socialflow
[9] https://rumble.com/vndh8i-covid-19-points-to-ponder-from-a-pathologists-perspective.html
[4] https://www.reuters.com/business/healthcare-pharmaceuticals/merck-drug-less-effective-against-moderate-covid-india-regulatory-source-2021-10-08/
[3] https://www.reuters.com/world/europe/finland-pauses-use-moderna-covid-19-vaccine-young-men-2021-10-07/
[2] https://doctors4covidethics.org/expert-statement-regarding-the-use-of-moderna-covid-19-mrna-vaccine-in-children/
[2] https://news.yahoo.com/finland-pauses-moderna-covid-19-073018651.html
[2] https://www.zerohedge.com/covid-19/without-lockdowns-sweden-had-fewer-excess-deaths-most-europe
[2] https://aapsonline.org/covid-19-response-and-the-tyranny-of-evidence-based-medicine/?__cf_chl_captcha_tk__=pmd_757e96e79485852f9e8d27da895df076acbe8292-1633659170-0-gqNtZGzNAzijcnBszQe6
[2] https://www.sciencedirect.com/science/article/pii/S0146280621002267
[2] https://www.folkhalsomyndigheten.se/nyheter-och-press/nyhetsarkiv/2021/oktober/anvandningen-av-modernas-vaccin-mot-covid-19-pausas-for-alla-som-ar-fodda-1991-och-senare/

Top URLs in Tweet in G3:
[19] https://covidnow.moh.gov.my/
[2] https://asset.mkn.gov.my/web/wp-content/uploads/sites/3/2019/08/SOP-PELAN-PEMULIHAN-NEGARA-FASA-3-SARAWAK_GREEN-KEMASKINI-1-OKTOBER-2021-.pdf
[2] https://www.bernama.com/en/general/news.php?id=2011476#.YV_Qoeqh2jY.twitter
[2] https://www.bernama.com/bm/am/news.php?id=2008773#.YVVfKaJGVdU.twitter
[2] https://www.hmetro.com.my/mutakhir/2021/10/763716/harga-kit-ujian-kendiri-covid-19-akan-diturunkan-lagi-metrotv
[2] https://www.malaymail.com/news/malaysia/2021/10/06/less-covid-19-patients-at-private-hospitals-now-says-association-of-private/2011283
[1] https://portal.mda.gov.my/announcement/631-self-test-covid-19-test-kit-for-conditional-approval-approved.html
[1] https://kpkesihatan.com/2021/10/05/kenyataan-akhbar-kpk-5-oktober-2021-situasi-semasa-jangkitan-penyakit-coronavirus-2019-covid-19-di-malaysia/
[1] https://kpkesihatan.com/2021/10/06/kenyataan-akhbar-kpk-6-oktober-2021-situasi-semasa-jangkitan-penyakit-coronavirus-2019-covid-19-di-malaysia/
[1] https://kpkesihatan.com/2021/10/08/kenyataan-akhbar-kpk-8-oktober-2021-keputusan-mesyuarat-pihak-berkuasa-kawalan-dadah-kali-ke-365-berkenaan-pendaftaran-vaksin-covid-19%ef%bf%bc/

Top URLs in Tweet in G4:
[3] https://theexpose.uk/2021/10/01/harvard-business-school-shuts-down-after-massive-covid-19-outbreak-despite-almost-all-students-being-fully-vaccinated/
[1] https://mygov.in/task/inviting-you-design-logomascot-celebrate-100-crore-vaccination-mark/
[1] https://timesofindia.indiatimes.com/entertainment/hindi/bollywood/news/sushant-singh-rajput-had-invented-a-corona-app-to-detect-covid-19/articleshow/77695080.cms

Top URLs in Tweet in G5:
[5] https://www.vtv.gob.ve/dia-571-venezuela-registra-nuevos-contagios-07102021/
[2] http://www.laradiodelsur.com.ve/onu-y-oms-avanzan-en-nuevas-estrategias-para-el-impulso-de-inmunizaciones-anti-covid-19/
[1] https://cutt.ly/gE1ixlN
[1] https://cutt.ly/lEMPAsU
[1] https://redvolucion.net/2021/10/07/13-de-octubre-vacunacion-covid-embarazadas/
[1] https://redvolucion.net/2021/10/07/programacion-de-vacunacion-voluntaria-para-leon-y-chinandega/
[1] https://twitter.com/luisanac16/status/1446447340232056833
[1] https://www.vtv.gob.ve/ops-advierte-que-continuaran-brotes-de-covid-19-en-america-latina-durante-2022/
[1] http://www.laradiodelsur.com.ve/venezuela-registro-en-las-ultimas-horas-1-519-nuevos-contagios-de-covid-19/
[1] https://fusernews.com/venezuela-registra-1452-nuevos-casos-de-covid-19-y-mantiene-tasa-de-95-de-recuperacion/

Top URLs in Tweet in G6:
[11] https://nypost.com/2021/10/04/bridgerton-emmy-winner-marc-pilcher-dead-at-53-of-covid-19/
[2] https://anchor.fm/sharylattkisson/episodes/After-Hours-Federal-Covid-19-Vaccine-Mandates-Not-Without-a-Fight-e18ad5n
[1] https://sharylattkisson.com/2021/10/media-mistakes-in-the-biden-era-the-definitive-list/
[1] https://sharylattkisson.com/2021/10/exclusive-summary-covid-19-vaccine-concerns/
[1] https://sharylattkisson.com/2021/10/exclusive-80-of-the-most-common-adverse-events-reported-after-covid-19-vaccination/
[1] https://www.theepochtimes.com/california-professor-suspended-after-suing-university-over-covid-19-vaccine-mandate_4037222.html?utm_medium=social&utm_source=twitter&utm_campaign=digitalsub
[1] https://www.theepochtimes.com/amazon-sued-by-warehouse-workers-over-covid-19-screening-pay_4037056.html?utm_medium=social&utm_source=twitter&utm_campaign=digitalsub
[1] https://www.theepochtimes.com/ceo-of-covid-19-vaccine-maker-says-different-vaccine-may-be-needed-by-next-year_4030976.html?utm_medium=social&utm_source=twitter&utm_campaign=digitalsub
[1] https://theexpose.uk/2021/10/08/latest-ukhsa-report-shows-covid-vaccines-negative-efficacy-minus-86-percent/
[1] https://www.zerohedge.com/covid-19/uc-irvine-director-medical-ethics-placed-investigatory-leave-over-refusal-get-vaxxed

Top URLs in Tweet in G7:
[7] https://www.wsj.com/articles/white-evangelicals-resist-covid-19-vaccine-most-among-religious-groups-11627464601
[2] https://arabic.cnn.com/health/video/2021/09/29/v111526-jason-arena-tiktok-wife-cancer-covid-19-hospital
[1] https://apnews.com/article/coronavirus-pandemic-science-pandemics-covid-19-pandemic-race-and-ethnicity-72ab35ef81250e5007f5674d7e0af73d
[1] https://www.moh.gov.sg/news-highlights/details/update-on-local-covid-19-situation_5_October_2021
[1] https://therecord.media/report-new-pcr-test-intelligence-around-wuhan-suggests-covid-19-was-virulent-earlier-than-thought/amp/?__twitter_impression=true
[1] https://covid19.assam.gov.in/covid_asm_advisory/inter-district-movement-of-people-allowed-across-the-state-sans-guwahati-dated-17-08-21/
[1] https://journals.plos.org/plosmedicine/article?id=10.1371/journal.pmed.1003773
[1] https://www.dailykos.com/stories/2021/10/2/2055693/-COVID-19-must-be-eliminated-not-endemic-if-America-is-going-to-survive
[1] https://www.reuters.com/investigates/special-report/usa-oneamerica-att/
[1] https://www.reuters.com/world/us/treasury-tells-arizona-it-cant-use-federal-funds-undermine-school-mask-2021-10-05/

Top URLs in Tweet in G8:
[11] https://www.reuters.com/business/healthcare-pharmaceuticals/aurobindo-pharma-stop-molnupiravir-trial-moderate-covid-19-patients-2021-10-08/?taid=616033f1d5012e00018e1b26&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[8] https://www.reuters.com/world/asia-pacific/japans-dip-covid-19-cases-baffles-experts-winter-nightmare-still-risk-2021-10-05/?taid=615c41cc76ce460001396f9e&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[5] https://www.ctvnews.ca/politics/feds-make-vaccines-mandatory-for-public-servants-domestic-travellers-1.5612815
[5] https://www.reuters.com/business/healthcare-pharmaceuticals/rapid-covid-19-tests-increasingly-scarce-pricey-demand-employers-jumps-2021-10-05/?taid=615c409f76ce460001396f90&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[3] https://www.ctvnews.ca/health/coronavirus/astrazeneca-asks-u-s-fda-to-authorize-covid-19-antibody-treatment-1.5611357?cid=sm%3Atrueanthem%3A%7B%7Bcampaignname%7D%7D%3Atwitterpost%E2%80%8B&taid=615c41ccb735d700013c83d9&utm_campaign=trueAnthem%3A+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[2] https://www.ctvnews.ca/health/coronavirus/majority-of-canadians-interested-in-receiving-a-covid-19-booster-shot-nanos-1.5613214?cid=sm:trueanthem:ctvnews:twittermanualpost&taid=615f51877e3a7e000107ef57&utm_campaign=trueAnthem:+New+Content+(Feed)&utm_medium=trueAnthem&utm_source=twitter
[2] https://www.ctvnews.ca/world/texas-man-sentenced-to-15-months-in-prison-for-posting-covid-19-hoax-on-social-media-1.5612845?cid=sm%3Atrueanthem%3A%7B%7Bcampaignname%7D%7D%3Atwitterpost%E2%80%8B&taid=615d9347b735d700013c8add&utm_campaign=trueAnthem%3A+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[2] https://www.ctvnews.ca/health/coronavirus/majority-of-canadians-interested-in-receiving-a-covid-19-booster-shot-nanos-1.5613214?cid=sm%3Atrueanthem%3A%7B%7Bcampaignname%7D%7D%3Atwitterpost%E2%80%8B&taid=615fdae78f36b60001b813ff&utm_campaign=trueAnthem%3A+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[2] https://www.reuters.com/business/healthcare-pharmaceuticals/pfizerbiontech-covid-19-vaccine-effectiveness-drops-after-6-months-study-2021-10-04/?taid=615c3befb735d700013c83bc&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[2] https://www.theglobeandmail.com/canada/article-ontario-mpp-rick-nicholls-out-as-deputy-speaker-at-legislature-after/?cmpid=rss&utm_source=dlvr.it&utm_medium=twitter

Top URLs in Tweet in G9:
[3] https://www.wsj.com/articles/covid-19-coronavirus-lab-leak-virology-origins-pandemic-11633462827?reflink=desktopwebshare_twitter
[3] https://cnn.it/3aaQftj
[2] https://www.wsj.com/articles/covid-19-coronavirus-lab-leak-virology-origins-pandemic-11633462827?st=3s50e902rbc3hcp&reflink=desktopwebshare_twitter
[2] https://www.wsj.com/articles/covid-19-coronavirus-lab-leak-virology-origins-pandemic-11633462827?st=s0q6poewtom9emm&reflink=desktopwebshare_twitter
[2] https://www.smh.com.au/world/asia/spending-on-pcr-tests-in-china-soared-months-before-covid-19-revealed-20211005-p58x89.html
[2] https://cnn.it/3iAUmDI
[2] https://thehill.com/policy/healthcare/575279-study-shows-pfizer-covid-19-vaccine-effectiveness-declines-after-six-months
[1] https://theexpose.uk/2021/09/15/30k-people-died-within-21-days-of-having-a-covid-19-vaccine-in-england/
[1] https://www.wsj.com/articles/fda-covid-19-coronavirus-death-hospitalization-molnupiravir-expanded-access-therapies-11633615268?st=u5wrpo0eopmtqhf&reflink=desktopwebshare_twitter
[1] https://www.sfgate.com/coronavirus/article/California-mask-mandates-delta-COVID-19-data-works-16502191.php

Top URLs in Tweet in G10:
[1] https://usnews.com/news/education-news/articles/2021-08-11/1-000-kids-in-mississippi-test-positive-for-covid-19-after-school-reopens
[1] https://fivethirtyeight.com/features/bidens-approval-rating-isnt-bouncing-back/

Top Domains
Top Domains in Tweet in Entire Graph:
[175] twitter.com
[120] bit.ly
[68] zerohedge.com
[67] kdvr.com
[63] reuters.com
[60] trib.al
[53] youtube.com
[47] com.br
[46] theexpose.uk
[40] wsj.com

Top Domains in Tweet in G1:
[54] twitter.com
[38] bit.ly
[29] com.br
[16] youtube.com
[16] poandpo.com
[15] cnn.com
[15] theepochtimes.com
[14] wsj.com
[13] zerohedge.com
[12] nhs.uk

Top Domains in Tweet in G2:
[58] kdvr.com
[9] rumble.com
[8] reuters.com
[3] sciencedirect.com
[2] doctors4covidethics.org
[2] yahoo.com
[2] theexpose.uk
[2] zerohedge.com
[2] aapsonline.org
[2] twitter.com

Top Domains in Tweet in G3:
[22] gov.my
[9] com.my
[7] bernama.com
[3] kpkesihatan.com
[2] malaymail.com
[1] astroawani.com
[1] youtube.com
[1] wa.link
[1] twitter.com

Top Domains in Tweet in G4:
[3] theexpose.uk
[1] mygov.in
[1] indiatimes.com

Top Domains in Tweet in G5:
[6] gob.ve
[3] com.ve
[2] cutt.ly
[2] redvolucion.net
[2] fusernews.com
[1] twitter.com
[1] facebook.com

Top Domains in Tweet in G6:
[11] nypost.com
[3] sharylattkisson.com
[3] theepochtimes.com
[2] anchor.fm
[1] theexpose.uk
[1] zerohedge.com

Top Domains in Tweet in G7:
[7] wsj.com
[4] wsws.org
[3] cnn.com
[3] nbcnews.to
[2] therecord.media
[2] reuters.com
[1] apnews.com
[1] gov.sg
[1] gov.in
[1] plos.org

Top Domains in Tweet in G8:
[26] reuters.com
[16] ctvnews.ca
[8] cp24.com
[6] theglobeandmail.com
[5] cbc.ca
[4] upi.com
[3] reut.rs
[2] globalnews.ca
[2] twitter.com
[1] cnn.it

Top Domains in Tweet in G9:
[13] wsj.com
[6] cnn.it
[2] wapo.st
[2] com.au
[2] thehill.com
[1] theexpose.uk
[1] sfgate.com
[1] justthenews.com
[1] reuters.com
[1] co.uk

Top Domains in Tweet in G10:
[1] usnews.com
[1] fivethirtyeight.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[560] covid_19
[408] covid19
[165] airforce_result_do
[153] covid
[98] ygletlisadoherwork
[81] 44475
[63] coronavirus
[50] fanb
[50] passsanitaire
[38] venezuela



Top Hashtags in Tweet in G1:
[104] covid_19
[75] covid19
[32] coronavirus
[28] covid
[12] health
[12] 10/6/2021 12:00:00 AM
[11] covidvislualizations
[11] coviddata
[11] smcanalytics
[9] gnbtachira

Top Hashtags in Tweet in G2:
[1] moderna
[1] covid19
[1] spikevax
[1] covid1984

Top Hashtags in Tweet in G3:
[17] menangbersama
[12] keluargamalaysia
[12] covid19
[12] lindungdirilindungsemua
[8] jabatanpenerangan
[6] mkn50
[5] kualalumpur
[4] komunikasikita
[3] pmrsibu
[2] reopeningsafely

Top Hashtags in Tweet in G4:
[159] airforce_result_do
[8] airforce_
[7] airforce_enrollment_publish_karo
[4] indiafightscorona
[3] unite2fightcorona
[2] indianairforceday
[2] gis
[2] covid_19
[2] india
[2] cancelboardexams2021

Top Hashtags in Tweet in G5:
[73] covid_19
[33] venezuela
[32] 10/6/2021 12:00:00 AM
[30] fanb
[21] 10/5/2021 12:00:00 AM
[19] 10/8/2021 12:00:00 AM
[17] médicocomunitariointegral
[16] 10/7/2021 12:00:00 AM
[14] buenasnoches
[14] buenastardes

Top Hashtags in Tweet in G6:
[8] covid19
[7] amazon
[7] colorado
[2] vaccinemandate
[1] naturalimmunity
[1] vaccines
[1] forbessmallbusiness

Top Hashtags in Tweet in G7:
[15] covid19
[3] covid_19
[2] deltavariant
[2] covid19nz
[1] nzpol
[1] covid19aus
[1] covid19vic
[1] covid19nsw
[1] covid19qld
[1] china

Top Hashtags in Tweet in G8:
[5] covid19
[2] cdnpoli
[2] breaking
[2] vaccination
[1] skpoli
[1] covid19sk
[1] canada
[1] pregnancy

Top Hashtags in Tweet in G9:
[3] covid19
[1] republicans
[1] firstnamebunchanumbers

Top Hashtags in Tweet in G10:
[1] covid19
[1] mandateswork

Top Words
Top Words in Tweet in Entire Graph:
[6569] covid
[6178] 19
[960] ˆà
[796] vaccine
[753] ãƒ
[637] 2021
[618] ç
[618] æ
[557] #covid_19
[452] contra

Top Words in Tweet in G1:
[1020] covid
[959] 19
[255] î
[119] ãƒ
[104] #covid_19
[97] vaccine
[84] 2021
[75] #covid19
[70] æ
[63] cases

Top Words in Tweet in G2:
[263] covid
[214] rwmalonemd
[196] 19
[115] vaccination
[93] children
[93] government
[92] uk
[92] evidence
[91] judge
[91] orders

Top Words in Tweet in G3:
[282] time
[209] covid
[204] 19
[167] telah
[157] khairykj
[145] terhadap
[143] laporan
[142] law
[141] educate
[141] engage

Top Words in Tweet in G4:
[162] please
[159] #airforce_result_do
[155] 2021
[153] release
[153] star
[153] soon
[153] possible
[153] sir
[153] already
[153] lost

Top Words in Tweet in G5:
[152] 19
[138] covid
[80] contra
[73] #covid_19
[69] iaim_ve
[66] clave
[63] prevención
[54] contagios
[53] pueblo
[50] medidas

Top Words in Tweet in G6:
[83] war
[83] mid
[82] realcandaceo
[82] looking
[82] happening
[82] australia
[82] confidently
[82] world
[82] upon
[38] covid

Top Words in Tweet in G7:
[64] ø
[50] drericding
[44] ù
[40] america
[40] girlsreallyrule
[39] wuhan
[39] started
[38] pcr
[37] ªvery
[37] strangeâ

Top Words in Tweet in G8:
[125] covid
[125] 19
[32] reuters
[23] vaccinations
[22] infections
[21] 000
[21] fâ
[20] prevented
[20] 265
[20] seniors

Top Words in Tweet in G9:
[39] vaccine
[37] covid
[32] 19
[31] jackposobiec
[28] black
[28] æ
[27] espn
[27] anchor
[27] sage
[27] steele

Top Words in Tweet in G10:
[100] covid
[100] drug
[100] 19
[86] jail
[50] huge
[50] problem
[50] merck
[50] developed
[50] million
[50] government

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[5908] covid,19
[422] 19,vaccine
[409] ˆà,ˆà
[401] ãƒ,ãƒ
[347] contra,covid
[261] î,î
[231] 19,vaccination
[200] ˆà,ƒà
[162] soon,possible
[157] #airforce_result_do,release

Top Word Pairs in Tweet in G1:
[928] covid,19
[185] î,î
[67] 19,vaccine
[66] ãƒ,ãƒ
[55] contra,covid
[23] 19,cases
[19] 19,vaccination
[18] ø,ù
[17] 19,pandemic
[17] ù,ø

Top Word Pairs in Tweet in G2:
[192] covid,19
[114] 19,vaccination
[91] uk,judge
[91] judge,orders
[91] orders,government
[91] government,provide
[91] provide,evidence
[91] evidence,court
[91] court,justifies
[91] justifies,covid

Top Word Pairs in Tweet in G3:
[202] covid,19
[141] time,educate
[141] educate,engage
[141] engage,time
[141] time,enforce
[141] enforce,law
[141] law,saya
[141] saya,telah
[141] telah,minta
[141] minta,laporan

Top Word Pairs in Tweet in G4:
[153] #airforce_result_do,release
[153] star,2021
[153] 2021,soon
[153] soon,possible
[153] possible,please
[153] please,sir
[153] sir,already
[153] already,lost
[128] release,result
[128] result,star

Top Word Pairs in Tweet in G5:
[138] covid,19
[57] contra,covid
[33] prevención,clave
[30] prevenciã,clave
[30] lucha,contra
[30] pueblo,venezolano
[30] combatir,#covid_19
[28] iaim_ve,desea
[27] 19,venezuela
[27] 519,nuevos

Top Word Pairs in Tweet in G6:
[82] looking,happening
[82] happening,australia
[82] australia,confidently
[82] confidently,world
[82] world,war
[82] war,upon
[81] realcandaceo,looking
[81] upon,mid
[35] covid,19
[12] adverse,events

Top Word Pairs in Tweet in G7:
[37] ªvery,strangeâ
[37] strangeâ,wuhan
[37] wuhan,started
[37] started,mass
[37] mass,purchasing
[37] purchasing,pcr
[37] pcr,tests
[37] tests,equipment
[37] equipment,early
[37] early,2019â

Top Word Pairs in Tweet in G8:
[124] covid,19
[22] 19,infections
[20] vaccinations,prevented
[20] prevented,265
[20] 265,000
[20] 000,covid
[20] infections,seniors
[20] seniors,tens
[20] tens,thousands
[20] thousands,deaths

Top Word Pairs in Tweet in G9:
[32] covid,19
[27] espn,anchor
[27] anchor,sage
[27] sage,steele
[27] steele,taken
[27] taken,air
[27] air,questioned
[27] questioned,obama
[27] obama,identifies
[27] identifies,black

Top Word Pairs in Tweet in G10:
[50] huge,problem
[50] problem,merck
[50] merck,developed
[50] developed,covid
[50] covid,drug
[50] drug,19
[50] 19,million
[50] million,government
[50] government,funding
[50] funding,drug

Top Replied-To
Top Replied-To in Entire Graph:
@ajayawasthi108
@rwmalonemd
@nationafrica
@jpenerangan
@kemensosri
@khairykj
@peterstefanovi2
@v_margar
@usambbangladesh
@lopezobrador_

Top Replied-To in G1:

Top Replied-To in G2:
@rwmalonemd
@buzzhollandermd
@wolnyijuz
@rfsquared
@bkg8830

Top Replied-To in G3:
@jpenerangan
@khairykj
@folkloreswifty

Top Replied-To in G4:
@pmoindia

Top Replied-To in G5:
@luis_bonilla_m
@elarcangeljhon

Top Replied-To in G6:
@hugodejonge
@professorpongo

Top Replied-To in G7:
@drericding
@doccyrreb88

Top Replied-To in G8:
@ve7sl
@justintrudeau
@michael49062342

Top Replied-To in G9:
@washingtonpost
@woj_pawelczyk
@randyda45563433
@jackposobiec
@mshalo18

Top Mentioned
Top Mentioned in Entire Graph:
@rwmalonemd
@khairykj
@lisalouis0327
@realcandaceo
@anmolpaudwal
@thaienquirer
@iaim_ve
@sofistadium
@drericding
@lindyli

Top Mentioned in G1:
@hiremaidea
@drninaradcliff
@albert301271
@ideacalidad
@bbntimes_en
@theceopub

Top Mentioned in G2:
@rwmalonemd
@essexpr
@rfsquared
@covid19crusher
@drcharlesl
@drobertalacerda
@barbeariapoian
@ssr57
@lindywa
@newsfallon

Top Mentioned in G3:
@khairykj
@dghisham
@kkmputrajaya
@jpenerangan
@japensarawak
@annuarmusa
@zahidizainui
@bernamadotcom
@hmetromy
@dsmm64

Top Mentioned in G4:
@anmolpaudwal
@sitaram53429574
@pmoindia
@iaf_mcc
@govinda51525182
@rajnathsingh
@ani
@abplivenews
@sudhirchaudhary
@sonusood

Top Mentioned in G5:
@iaim_ve
@libertad003
@nicolasmaduro
@dhernandezlarez
@prensacmdtegral
@gbcmdte21gnb
@gnb_tachira
@1ciadm
@chavistaganadr
@habreumrt

Top Mentioned in G6:
@realcandaceo
@sharylattkisson
@cernovich
@epochtimes
@repthomasmassie
@forbes
@ucirvine
@justlaelisa17
@bentkees

Top Mentioned in G7:
@drericding
@girlsreallyrule
@yaneerbaryam
@naveedajamali
@nbcnews
@segnewzealand
@lindyli
@cnnarabic
@paula_rathburn
@philippefroguel

Top Mentioned in G8:
@reuters
@cnnbrk
@ctvnews
@cbcnews
@globeandmail
@cp24
@drvivians
@globalnews
@rtenews
@philipnolan_mu

Top Mentioned in G9:
@jackposobiec
@washingtonpost
@davidkurten
@wsjopinion
@jsolomonreports
@wsj
@cnnpolitics
@godreigns14
@martymakary
@quay_dr

Top Mentioned in G10:
@lindyli
@macfarlanenews
@joncoopertweets
@tomthunkitsmind
@fivethirtyeight
@drericding

Top Tweeters
Top Tweeters in Entire Graph:
@la_patilla
@ja8yum
@tomthunkitsmind
@el_cooperante
@rashidaldosari
@threadreaderapp
@ptjasamarga
@sunoticiero
@opsiin
@lapublicacion

Top Tweeters in G1:
@ptjasamarga
@opsiin
@lapublicacion
@zyiteblog
@republikaonline
@afropages
@zyitegadgets
@jcc_news
@noticias24
@nyancow

Top Tweeters in G2:
@pedsscrub
@jeremy_hume
@louiedadawg
@ssr57
@ladyrosmarino
@dallas4bernie
@starvinlarry
@mcm_ct
@_24_com
@loovee3333

Top Tweeters in G3:
@q1_3_1q
@501awani
@bernamadotcom
@carahhhhhhhhh
@ashrafariff
@do_sarang
@hxnxid
@hmetromy
@malaymail
@amirasyafinaz_

Top Tweeters in G4:
@aljawazatksa
@ani
@khushi4justice
@binugazi
@pib_india
@abplivenews
@arpitimsr
@mggarciab
@blacksheep_119
@justice4ssr____

Top Tweeters in G5:
@vtvcanal8
@laradiodelsur
@memaemma53
@patriotacombate
@luibustilloso
@jcy126kerubin
@celestino2055
@gloriamaria057
@enferguilliani
@gnb_tachira

Top Tweeters in G6:
@ladydshops
@smokeydogg777
@forbes
@skypilot18
@epochtimes
@adarpe
@walley1027
@kimberly_kucera
@mystaraccess
@cernovich

Top Tweeters in G7:
@waweru
@deathtocrazy
@elkehollings
@grannynannynews
@cyndiw100
@potenspuella
@sundene
@nbcnews
@mandykilpatric4
@1982jjessin

Top Tweeters in G8:
@falconhamada_90
@world_news_eng
@inquirerdotnet
@reuters
@coronaupdatebot
@manilabulletin
@globeandmail
@suepeac
@hopealdridge
@mini_bubbly

Top Tweeters in G9:
@rashidaldosari
@njdoc
@washingtonpost
@montpellier21
@wsj
@carolannlemon1
@goaudax
@susandesanti
@cnnpolitics
@apocalypticanow

Top Tweeters in G10:
@tomthunkitsmind
@joanisparkles
@billieo2
@djradar
@themusecompels
@joncoopertweets
@bozzione
@terri2cat
@jwhallin
@segmentis