COVID-19, Twitter, 9/21/2021 2:04:05 PM, 262555


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COVID-19_2021-09-21_00-00-02.xlsx
COVID-19_2021-09-21_00-00-02.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 21, 2021
Short Description:
COVID-19 via NodeXL https://bit.ly/3lDw90c
@joncoopertweets
@rwmalonemd
@peintre
@us_fda
@brianlenzkes
@blyntjames
@stkirsch
@drjkahn
@chrisciolino
@jjstageface

Top hashtags:
#covid_19
#covid19
#covid
#coronavirus
#44459
#eritrea
#44456
#sales
#atención
#vaccination

Description:
Description
The graph represents a network of 10,065 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 Tuesday, 21 September 2021 at 07:22 UTC.

The requested start date was Tuesday, 21 September 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, 3-minute period from Friday, 17 September 2021 at 12:14 UTC to Monday, 20 September 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 : 10065
Unique Edges : 4968
Edges With Duplicates : 12443
Total Edges : 17411
Number of Edge Types : 5
Replies to : 457
Tweet : 3297
Retweet : 5603
MentionsInRetweet : 6407
Mentions : 1647
Self-Loops : 3334
Reciprocated Vertex Pair Ratio : 0.00461634435433562
Reciprocated Edge Ratio : 0.00919026328862394
Connected Components : 2950
Single-Vertex Connected Components : 1055
Maximum Vertices in a Connected Component : 1521
Maximum Edges in a Connected Component : 3515
Maximum Geodesic Distance (Diameter) : 38
Average Geodesic Distance : 12.156241
Graph Density : 7.94912559618442E-05
Modularity : 0.533416
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 10,065 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 Tuesday, 21 September 2021 at 07:22 UTC.

The requested start date was Tuesday, 21 September 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, 3-minute period from Friday, 17 September 2021 at 12:14 UTC to Monday, 20 September 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:
[122] https://theexpose.uk/2021/09/18/fda-experts-reveal-the-covid-19-vaccines-are-killing-2-people-for-every-1-life-saved/
[18] https://www.cnn.com/2021/09/20/health/pfizer-child-vaccine-data/index.html
[16] https://trialsitenews.com/discovery-trial-results-mean-more-bad-news-for-remdesivir-no-clinical-benefit/
[14] https://7news.com.au/lifestyle/health-wellbeing/pfizer-says-its-vaccine-is-safe-for-kids-aged-five-to-eleven-requests-authorisation-for-use-c-4019173
[12] https://news.sky.com/story/covid-19-coronavirus-vaccine-rollout-reaches-12-to-15-year-olds-12412881
[12] https://www.birgun.net/haber/asi-karsiti-gazeteci-covid-19-dan-oldu-359317
[12] https://www.theglobeandmail.com/politics/article-majority-of-federal-conservative-candidates-wont-disclose-covid-19/
[11] https://nypost.com/2021/09/19/times-square-stormed-by-anti-covid-vaxxers-protesting-in-nyc/?utm_campaign=SocialFlow&utm_source=NYPTwitter&utm_medium=SocialFlow
[11] https://trib.al/OOgUYjF
[9] https://trib.al/LVbZgeQ

Top URLs in Tweet in G1:
[13] https://7news.com.au/lifestyle/health-wellbeing/pfizer-says-its-vaccine-is-safe-for-kids-aged-five-to-eleven-requests-authorisation-for-use-c-4019173
[8] https://www.cnn.com/2021/09/19/health/florida-man-inspires-covid-vaccinations/index.html
[6] https://www.foxnews.com/entertainment/emmys-2021-seth-rogen-covid-19-safety-protocols
[5] https://twitter.com/dzbb/status/1439152845039681539
[5] https://theexpose.uk/2021/09/18/fda-experts-reveal-the-covid-19-vaccines-are-killing-2-people-for-every-1-life-saved/
[4] https://www.instagram.com/accounts/login/
[4] https://www.thestar.com/news/canada/2021/09/19/todays-coronavirus-news-sept-19-2021-gta-canada-world.html
[4] https://www.cnn.com/2021/09/19/health/us-coronavirus-sunday/index.html
[3] http://www.igape.es/gl/base-xeral-de-axudas/ficha/IGAP428
[3] https://abcnews.go.com/Health/pfizer-covid-19-vaccine-safe-effective-kids-ages/story?id=80119249

Top URLs in Tweet in G2:
[3] https://www.huffpost.com/entry/pfizer-covid-19-vaccine-children-fda-authorization_n_61486fe5e4b0efa77f82a289?utm_source=dlvr.it&utm_medium=twitter
[3] https://time.com/6099654/pfizer-covid-19-vaccine-kids/?utm_source=dlvr.it&utm_medium=twitter
[3] http://trib.al/fccr2Ia
[3] https://www.thedailybeast.com/hunter-pepper-unvaxed-teen-councilman-who-attacked-mask-mandates-now-battling-terrible-covid-pneumonia?via=twitter_page
[2] http://trib.al/JdcGVb2
[2] https://thehill.com/homenews/state-watch/570192-florida-reported-artificial-decline-in-covid-19-deaths-as-cases-were
[2] https://www.vaccines.gov/
[2] https://www.cbs46.com/news/sister-in-law-of-georgia-gov-brian-kemp-passes-away-due-to-covid-19-complications/article_60153720-1116-11ec-a1aa-239cdb72961e.html
[1] https://www.cbs46.com/news/sister-in-law-of-georgia-gov-brian-kemp-passes-away-due-to-covid-19-complications/article_60153720-1116-11ec-a1aa-239cdb72961e.html?utm_medium=social&utm_source=twitter&utm_campaign=user-share
[1] https://people.com/health/dad-urges-vaccinations-after-sons-appendix-bursts-while-waiting-to-get-into-crowded-florida-ers/

Top URLs in Tweet in G3:
[82] https://theexpose.uk/2021/09/18/fda-experts-reveal-the-covid-19-vaccines-are-killing-2-people-for-every-1-life-saved/
[15] https://trialsitenews.com/discovery-trial-results-mean-more-bad-news-for-remdesivir-no-clinical-benefit/
[4] https://www.wsj.com/articles/vaccine-mandate-covid-19-unvaccinated-breakthrough-delta-boosters-fluvoxamine-antibodies-11631820572
[4] https://theexpose.uk/2021/09/19/urgent-13-reasons-why-you-should-not-allow-your-child-to-get-the-covid-19-vaccine/
[1] https://www.bmj.com/content/374/bmj.n22
[1] https://anchor.fm/sharylattkisson/episodes/After-Hours-Over-counting-Covid-19-Deaths-e17d8br/a-a6hnap8
[1] https://www.ft.com/content/19543f26-f9f0-4075-9b71-ec86e06eaf88?fbclid=IwAR2RpsglzfWNAsqpJNRCVuPOFsOkk-Hj-ytjipwnWclTnGQjUH3YUFtbbbM
[1] https://www.sandiegouniontribune.com/opinion/commentary/story/2021-09-16/covid-vaccine-mandates-doctor
[1] https://www.yahoo.com/news/covid-19-vaccines-impact-menstrual-102418304.html
[1] https://fullmeasure.news/news/cover-story/counting-covid

Top URLs in Tweet in G4:
[2] https://pleno.news/brasil/governo-suspende-vacinacao-de-adolescentes-contra-a-covid-19.html
[2] https://jovempan.com.br/noticias/mundo/cidade-do-mexico-diz-que-ivermectina-reduziu-internacoes-por-covid-19-em-ate-76.html
[2] https://www.elimpulso.com/2021/09/17/infogafia-1-260-nuevos-casos-de-covid-19-y-16-fallecidos-se-registraron-en-venezuela-17sep-covid/
[1] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41586-021-03647-4
[1] https://www.medrxiv.org/content/10.1101/2021.06.01.21258176v2
[1] https://bostonreview.net/science-nature/andrew-l-croxford-long-term-safety-argument-over-covid-19-vaccines
[1] https://www.cbsnews.com/news/united-nations-new-york-city-covid-19-vaccine-mandate-superspreader-event/
[1] https://www.kff.org/coronavirus-covid-19/press-release/preventable-costs-of-unvaccinated-covid-19-patients-rise-sharply-in-august-as-hospitalizations-surge/
[1] https://www.tampabay.com/news/health/2021/09/15/florida-leads-nation-in-nursing-home-resident-and-staff-covid-19-deaths/
[1] https://share.america.gov/es/ee-uu-envia-vacunas-contra-covid-19-al-mundo-entero-actualizaciones-periodicas-septiembre-2021/

Top URLs in Tweet in G6:
[8] https://www.infobae.com/america/eeuu/2021/09/20/pfizer-anuncio-que-su-vacuna-contra-el-covid-19-es-segura-para-ninos-de-entre-5-y-11-anos/?utm_medium=Social&utm_source=Twitter#Echobox=1632137739-1
[3] http://www.minci.gob.ve/dominica-agradece-respaldo-de-venezuela-en-el-combate-contra-la-covid-19/
[2] https://twitter.com/delcyrodriguezv/status/1439801078363656197?s=20
[2] https://twitter.com/delcyrodriguezv/status/1438709429109731329?s=20
[2] http://www.noticierovenevision.net/noticias/salud/estado-de-florida-supera-las-50000-muertes-por-covid-19
[2] http://www.noticierovenevision.net/noticias/politica/miranda-ha-vacunado-al-42-de-su-poblacion-contra-el-covid-19
[1] https://www.vtv.gob.ve/dia-550-lucha-covid-venezuela-contagios-comunitarios-16092021/
[1] https://www.vtv.gob.ve/lucha-contra-covid-venezuela-18092021/
[1] https://www.vtv.gob.ve/lucha-covid-venezuela-19092021/
[1] https://cutt.ly/JEsDWHJ

Top URLs in Tweet in G7:
[1] https://www.bernama.com/bm/am/news.php?id=2004331#.YUSGdxviJAY.twitter
[1] https://www.bernama.com/bm/am/news.php?id=2004798#.YUcY_KKfLh8.twitter
[1] https://twitter.com/JPenerangan/status/1439855626926968835
[1] https://www.utusan.com.my/terkini/2021/09/harga-makanan-ayam-stabil-selepas-covid-19-diisytihar-endemik/
[1] https://twitter.com/PenangInstitute/status/1439775857241780224

Top URLs in Tweet in G8:
[6] https://www.cbsnews.com/news/california-covid-lowest-positivity-rate/
[6] https://www.reuters.com/world/middle-east/led-by-nose-meet-uaes-covid-19-sniffer-dogs-2021-09-16/?taid=614723f0e56df4000174d5b0&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[4] https://www.reuters.com/business/healthcare-pharmaceuticals/pfizerbiontech-say-data-show-covid-19-vaccine-safe-protective-kids-2021-09-20/?taid=61486d3ee56df4000174dc67&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[3] https://trib.al/vX0fjCl
[3] https://www.reuters.com/world/india/india-reports-30773-coronavirus-cases-2021-09-19/?taid=61471bbca5c42200013c5406&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[2] https://www.reuters.com/world/uk/uk-will-probably-review-covid-19-travel-rules-later-friday-2021-09-17/?taid=61447b18e56df4000174c6f7&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[2] https://www.reuters.com/world/us/some-us-hospitals-forced-ration-care-amid-staffing-shortages-covid-19-surge-2021-09-17/?taid=6145550aa5c42200013c4ba5&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[2] https://www.msnbc.com/the-reidout/watch/covid-19-vaccines-being-rejected-by-gop-as-pandemic-solution-lamented-by-doctor-120801349822
[2] https://www.tiktok.com/@gidmkhealthnerd/video/7008718038509899009?is_from_webapp=1&sender_device=pc&web_id6917366594042054149
[1] https://trib.al/xaywTr7

Top URLs in Tweet in G9:
[9] https://news.sky.com/story/covid-19-coronavirus-vaccine-rollout-reaches-12-to-15-year-olds-12412881
[6] https://townhall.com/tipsheet/spencerbrown/2021/09/19/liberal-elites-gather-for-emmys-in-la-where-apparently-covid-doesnt-exist-n2596147
[3] https://theexpose.uk/2021/09/18/fda-experts-reveal-the-covid-19-vaccines-are-killing-2-people-for-every-1-life-saved/
[2] https://news.sky.com/story/covid-19-pfizer-biontech-vaccine-trial-for-children-aged-under-12-shows-robust-immune-response-12412838
[2] https://www.openvaers.com/index.php
[2] https://wacotrib.com/news/local/waco-region-sees-highest-covid-19-hospitalization-rate-in-texas/article_d8e2a84a-1819-11ec-9d64-dbf53872c327.html
[2] http://W.Va
[2] https://www.newsmax.com/us/jim-justice-west-virginia-covid-19-vaccinations/2021/09/18/id/1037002/?ns_mail_uid=479d0f0d-f1c4-4af4-a40b-790f774cbfc0&ns_mail_job=DM258060_09192021&s=acs&dkt_nbr=010102t2pb4e
[2] https://nypost.com/2021/09/15/florida-family-loses-six-members-in-three-weeks-due-to-covid-19/
[2] https://dfw.cbslocal.com/?p=982670

Top URLs in Tweet in G10:
[9] https://trib.al/LVbZgeQ
[8] https://www.dailymail.co.uk/news/article-10008837/Pfizer-BioNTech-say-data-COVID-19-vaccine-safe-protective-kids.html?ito=social-twitter_mailonline
[7] https://apnews.com/article/business-science-health-coronavirus-pandemic-coronavirus-vaccine-202cb6e44b90270ec4d1f19690ed94c5
[4] https://www.nationalgeographic.com/history/article/flags-on-national-mall-pay-tribute-to-americas-devastating-covid-19-losses?cmpid=org=ngp::mc=social::src=twitter::cmp=editorial::add=tw20210917hist-whiteflagscvdmemorial&sf249625793=1
[3] http://abcnews.go.com/Health/pfizer-covid-19-vaccine-safe-effective-kids-ages/story?id=80119249
[2] https://aseannow.com/topic/1232256-thai-covid-19-center-to-discuss-gradual-reopening-of-cinemas-and-entertainment-venues-nationwide/
[2] http://trib.al/lG0nf0X
[1] https://www.foxnews.com/entertainment/emmys-2021-seth-rogen-covid-19-safety-protocols
[1] http://abcnews.go.com/Entertainment/wireStory/chris-rock-covid-19-urges-vaccination-80110330
[1] https://trib.al/CKUViaR

Top Domains
Top Domains in Tweet in Entire Graph:
[216] twitter.com
[152] theexpose.uk
[74] trib.al
[63] com.br
[48] co.uk
[45] cnn.com
[39] bit.ly
[38] reuters.com
[33] nypost.com
[32] wsj.com

Top Domains in Tweet in G1:
[70] twitter.com
[25] com.br
[19] cnn.com
[15] com.au
[11] theexpose.uk
[10] wordpress.com
[9] google.com
[8] foxnews.com
[7] youtube.com
[7] washingtonpost.com

Top Domains in Tweet in G2:
[9] thedailybeast.com
[5] huffpost.com
[5] trib.al
[4] cbs46.com
[3] time.com
[2] thehill.com
[2] vaccines.gov
[1] people.com
[1] cnn.com
[1] washingtonpost.com

Top Domains in Tweet in G3:
[88] theexpose.uk
[15] trialsitenews.com
[4] wsj.com
[1] bmj.com
[1] anchor.fm
[1] ft.com
[1] sandiegouniontribune.com
[1] yahoo.com
[1] fullmeasure.news
[1] redvoicemedia.com

Top Domains in Tweet in G4:
[2] twitter.com
[2] pleno.news
[2] com.br
[2] elimpulso.com
[1] nature.com
[1] medrxiv.org
[1] bostonreview.net
[1] cbsnews.com
[1] kff.org
[1] tampabay.com

Top Domains in Tweet in G6:
[8] infobae.com
[6] gob.ve
[5] twitter.com
[4] noticierovenevision.net
[2] cutt.ly
[2] com.ve
[1] instagram.com
[1] justiciafuser.com

Top Domains in Tweet in G7:
[2] bernama.com
[2] twitter.com
[1] com.my

Top Domains in Tweet in G8:
[17] reuters.com
[9] msnbc.com
[6] cbsnews.com
[5] twitter.com
[4] trib.al
[2] tiktok.com
[1] politicususa.com
[1] reut.rs

Top Domains in Tweet in G9:
[13] sky.com
[6] townhall.com
[5] twitter.com
[4] newsmax.com
[3] theexpose.uk
[2] francetvinfo.fr
[2] openvaers.com
[2] wacotrib.com
[2] khaleejtimes.com
[2] w.va

Top Domains in Tweet in G10:
[15] trib.al
[8] co.uk
[7] apnews.com
[5] nationalgeographic.com
[4] go.com
[4] abcn.ws
[2] aseannow.com
[1] foxnews.com
[1] biontech.de
[1] npr.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[395] covid_19
[315] covid19
[99] covid
[70] coronavirus
[35] 44459
[32] eritrea
[28] 44456
[25] sales
[24] atención
[23] vaccination



Top Hashtags in Tweet in G1:
[92] covid_19
[66] covid19
[35] coronavirus
[23] covid
[11] covidvislualizations
[11] coviddata
[11] smcanalytics
[9] news
[8] vaccine
[8] pfizer

Top Hashtags in Tweet in G2:
[16] covid_19
[14] lockdown
[2] wecandothis
[2] flu
[2] covid19
[2] trump
[2] digitruck
[1] leaveourkidsalone
[1] wearenotexpendable
[1] goptraitors

Top Hashtags in Tweet in G3:
[5] voteppc2021
[3] purplewave
[2] voteppc
[1] theywerentjuststressed
[1] nevervoteconservative
[1] elxn44
[1] cdnpoli
[1] scicomm
[1] neuro
[1] myocarditis

Top Hashtags in Tweet in G4:
[4] covid19
[2] metgala2021
[2] covid
[2] vacina
[2] morte
[2] sp
[2] plenonews
[2] infogafía
[2] 9/17/2021 12:00:00 AM

Top Hashtags in Tweet in G6:
[18] atención
[17] unidadlatinoamericana
[16] 9/20/2021 12:00:00 AM
[14] prevención
[13] covid_19
[11] 9/17/2021 12:00:00 AM
[11] 9/19/2021 12:00:00 AM
[11] epavacúnate
[10] plandevacunación
[10] semanaradicalconsciente

Top Hashtags in Tweet in G7:
[19] covid19
[8] menangbersama
[7] komunikasikita
[4] jabatanpenerangan
[3] ppc
[3] infografik
[3] infographics
[2] lindungdirilindungsemua
[2] keluargamalaysia
[1] citf

Top Hashtags in Tweet in G8:
[2] tatereeves
[2] reiders
[1] mog
[1] desantisfailedflorida
[1] pandemictreaty

Top Hashtags in Tweet in G9:
[8] covid_19
[6] covid19
[5] passsanitaire
[3] oùsontlesrègles
[3] vaccin
[3] vaccination
[3] règles
[3] regles
[3] vaccins
[3] ovaires

Top Hashtags in Tweet in G10:
[2] pfizer
[1] foxnews

Top Words
Top Words in Tweet in Entire Graph:
[7328] covid
[6980] 19
[1224] vaccine
[889] pfizer
[688] 11
[488] contra
[431] people
[426] children
[395] #covid_19
[391] 2021

Top Words in Tweet in G1:
[979] covid
[951] 19
[141] vaccine
[100] pfizer
[93] 11
[92] #covid_19
[70] cases
[68] children
[68] 2021
[66] #covid19

Top Words in Tweet in G2:
[357] covid
[328] 19
[235] gov
[168] news
[167] kemp
[165] sister
[165] law
[165] georgia
[165] brian
[136] died

Top Words in Tweet in G3:
[153] rwmalonemd
[88] covid
[85] 19
[24] avoid
[22] vaccine
[22] opinion
[22] doctor
[22] mandates
[22] kind
[22] virtually

Top Words in Tweet in G4:
[191] em
[171] covid
[169] 19
[133] jairbolsonaro
[123] uti
[122] leitos
[122] mais
[94] govbr
[92] brasil
[91] autorizou

Top Words in Tweet in G5:
[291] น
[290] กล
[290] วเป
[290] นน
[147] อ
[147] คซ
[146] ดว
[145] านคอมเม
[145] นคนไทยในเมกาแล
[145] วก

Top Words in Tweet in G6:
[142] covid
[142] 19
[90] contra
[48] vtvcanal8
[36] inmunizado
[35] nuevos
[29] venezuela
[27] previa
[27] cita
[26] eres

Top Words in Tweet in G7:
[165] 19
[162] covid
[87] kes
[47] khairykj
[43] september
[39] pm
[38] dan
[37] ismailsabri60
[36] dghisham
[36] jkjavmy

Top Words in Tweet in G8:
[129] covid
[102] 19
[54] vaccine
[41] msnbc
[37] dr
[34] died
[29] safe
[27] pfizer
[27] biontech
[27] public

Top Words in Tweet in G9:
[92] covid
[79] 19
[32] vaccine
[21] pfizer
[18] events
[16] people
[15] assocovid
[15] biontech
[15] 11
[14] skynews

Top Words in Tweet in G10:
[120] covid
[111] 19
[85] vaccine
[82] pfizer
[80] 11
[72] kids
[72] ages
[56] works
[53] ap
[42] breaking

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[6598] covid,19
[827] 19,vaccine
[412] contra,covid
[290] กล,วเป
[277] ages,11
[266] died,covid
[242] vaccine,safe
[240] pfizer,covid
[196] pfizer,biontech
[187] ดว,คซ

Top Word Pairs in Tweet in G1:
[891] covid,19
[88] 19,vaccine
[60] contra,covid
[32] ages,11
[28] 19,cases
[24] pfizer,biontech
[23] pfizer,covid
[22] 19,vaccines
[21] 19,pandemic
[21] kids,ages

Top Word Pairs in Tweet in G2:
[319] covid,19
[165] sister,law
[160] georgia,gov
[160] gov,brian
[117] died,covid
[93] due,covid
[89] brian,kemp
[80] law,georgia
[80] passed,away
[76] kemp,died

Top Word Pairs in Tweet in G3:
[80] covid,19
[22] opinion,doctor
[22] doctor,avoid
[22] avoid,covid
[22] 19,mandates
[22] mandates,kind
[22] kind,virtually
[22] virtually,unavoidable
[21] rwmalonemd,opinion
[18] pfizer,moderna

Top Word Pairs in Tweet in G4:
[169] covid,19
[122] leitos,uti
[122] uti,covid
[101] 19,em
[91] govbr,autorizou
[91] autorizou,repasse
[91] repasse,mais
[91] mais,bilhão
[91] bilhão,custeio
[91] custeio,24

Top Word Pairs in Tweet in G5:
[290] กล,วเป
[146] ดว,คซ
[145] อ,านคอมเม
[145] านคอมเม,นคนไทยในเมกาแล
[145] นคนไทยในเมกาแล,วก
[145] วก,มขม
[145] มขม,บ
[145] บ,คนไทยในเมกาไม
[145] คนไทยในเมกาไม,ยอมฉ
[145] ยอมฉ,ดว

Top Word Pairs in Tweet in G6:
[142] covid,19
[86] contra,covid
[36] inmunizado,contra
[27] previa,cita
[26] eres,mayor
[26] aun,inmunizado
[22] nuevos,contagios
[20] cita,centro
[19] 19,venezuela
[18] mayor,50

Top Word Pairs in Tweet in G7:
[162] covid,19
[36] pm,ismailsabri60
[35] ismailsabri60,announced
[35] announced,jkjavmy
[35] jkjavmy,start
[35] start,offering
[35] offering,third
[35] third,booster
[35] booster,doses
[35] doses,covid

Top Word Pairs in Tweet in G8:
[102] covid,19
[42] 19,vaccine
[34] died,covid
[27] pfizer,biontech
[27] public,health
[26] vaccine,safe
[23] biontech,covid
[22] breaking,pfizer
[22] safe,effective
[22] effective,children

Top Word Pairs in Tweet in G9:
[72] covid,19
[15] 19,vaccine
[13] skynews,covid
[12] pfizer,biontech
[11] next,month
[10] 19,vaccin
[10] vaccin,pfizer
[10] biontech,sûr
[10] sûr,enfants
[10] enfants,11

Top Word Pairs in Tweet in G10:
[111] covid,19
[72] 19,vaccine
[70] pfizer,covid
[69] ages,11
[64] kids,ages
[56] vaccine,works
[52] works,kids
[42] seek,authorization
[42] authorization,age
[41] 11,plans

Top Replied-To
Top Replied-To in Entire Graph:
@thorgreen22
@gregabbott_tx
@olivierveran
@un
@abc
@huffpost
@lucasfoxnews
@queenwing19
@amandablacksa
@liwenliangahero

Top Replied-To in G2:
@amymcgrathky
@ronbrownstein
@mariaoaxaca1
@joncoopertweets
@listenhere12
@peterness1953
@vanaynay15

Top Replied-To in G3:
@rwmalonemd
@sofiafdn1
@maximebernier

Top Replied-To in G4:
@0rangepilled
@andresvelasqz
@govrondesantis
@drericding
@jefferson_19_05

Top Replied-To in G6:
@mippcivzla
@lilivixx1991
@caballonegro606
@vtvcanal8
@nicolasmaduro

Top Replied-To in G8:
@gyamey
@gavinnewsom

Top Replied-To in G9:
@gregabbott_tx
@johnrobertsfox
@skynews
@kylegriffin1
@newsmax
@randyjackson8
@bettybowers

Top Replied-To in G10:
@un
@huffpost
@abc
@natgeo
@ap_europe
@ap
@afawn13

Top Mentioned
Top Mentioned in Entire Graph:
@rwmalonemd
@nopstudio
@jairbolsonaro
@joncoopertweets
@govbr
@duty2warn
@bts_twt
@anonblobfish
@drdavidsamadi
@papapanida_s

Top Mentioned in G1:
@elconucoacacias
@hiremaidea
@edupaganella
@cnewsgroup
@ken_grinder
@conscienhealth
@ahval_en
@kanton_bl
@housingitguy

Top Mentioned in G2:
@joncoopertweets
@duty2warn
@ronbrownstein
@jimsciutto
@dwuhlfelderlaw
@resistsali
@hhsgov
@thedailybeast
@nikkifried
@cdcgov

Top Mentioned in G3:
@rwmalonemd
@pierrekory
@maximebernier
@highwiretalk
@sharylattkisson
@cotidieexponere
@malibu6120
@deepgreendesign
@1215_law
@danbqc

Top Mentioned in G4:
@jairbolsonaro
@govbr
@dr_francisco_
@drericding
@andresvelasqz
@secomvc
@govrondesantis
@tarcisiogdf
@maxguilherme01
@billdeblasio

Top Mentioned in G5:
@nopstudio

Top Mentioned in G6:
@vtvcanal8
@nicolasmaduro
@dayramrivasr
@luchaalmada
@mippcivzla
@fotoecocultura
@infobaeamerica
@somosrmnoticias
@caballonegro606
@oncatvr

Top Mentioned in G7:
@khairykj
@ismailsabri60
@dghisham
@jkjavmy
@kkmputrajaya
@buletintv3
@bernamadotcom
@viralperak
@drnoorazmi
@jpenerangan

Top Mentioned in G8:
@msnbc
@joyannreid
@thereidout
@reuters
@rpsagainsttrump
@gyamey
@gavinnewsom
@thebeatwithari
@gidmk
@newsbfm

Top Mentioned in G9:
@assocovid
@skynews
@mmpadellan
@newsmax
@nickiminaj
@kylegriffin1
@cathaven04
@gop
@townhallcom
@gregabbott_tx

Top Mentioned in G10:
@ap
@abc
@natgeo
@ap_europe
@mailonline
@zekejmiller
@rxjef77
@bts_twt
@sander_lab
@lneergaard

Top Tweeters
Top Tweeters in Entire Graph:
@caraotadigital
@la_patilla
@tomthunkitsmind
@dolartoday
@ptjasamarga
@threadreaderapp
@opsiin
@clubeditorial
@repartodigital
@streamerwall

Top Tweeters in G1:
@caraotadigital
@ptjasamarga
@opsiin
@clubeditorial
@repartodigital
@datoalminuto
@berkleybearnews
@republikaonline
@jcc_news
@elpoliticonews

Top Tweeters in G2:
@federicoalves
@cagney1991
@thehill
@princessbravato
@enrico056
@pushandpulljlm
@frackhazreveal
@persiankittenz
@overunderclover
@stunnedvoter

Top Tweeters in G3:
@pppatticake
@deepgreendesign
@rachael1776
@lisaetter1
@dahart66
@buddy3880309
@mcm_ct
@barnes_law
@wendythepooh63
@wildnmild4u

Top Tweeters in G4:
@elimpulsocom
@nusaalex
@joseramonrussia
@victortamoios
@peterschorschfl
@miriamtaokei100
@huaradiaz
@moisazl
@metropoles
@titotitito77

Top Tweeters in G5:
@nphk0
@misterp___
@topficial
@fxmm_
@kangraksamee
@meebeary3071
@aejeanny
@bannirabbit
@apsdsktr
@mmaebbh

Top Tweeters in G6:
@vtvcanal8
@elpitazotv
@noticierovv
@laradiodelsur
@partidopsuv
@infobaeamerica
@yasmi70
@alejandrosig
@gizlaine2
@jorgepsuvr

Top Tweeters in G7:
@akmalarif90
@bernamadotcom
@hxnxid
@husnasamanuri_
@umonline
@amiramarlisya
@mrizalmsaad
@hwaiting
@ndhrahzaidi
@_akmalna

Top Tweeters in G8:
@monicasloves
@7b73f39b85e1415
@lizditz
@mog7546
@reuters
@girlzinger
@joanpennnative
@sydsalesman
@howardnas0415
@terryg1979

Top Tweeters in G9:
@coronaupdatebot
@skynews
@mzdivah67
@nytimes
@foxnews
@maryfabulous3
@funder
@esoorc
@davidstevens111
@poussantg

Top Tweeters in G10:
@huffpost
@itprofess_actor
@katalin_pota
@loraanem
@mailonline
@abc
@ap
@aseannowth
@jfryartc
@bosnerdley