COVID-19, Twitter, 9/20/2021 1:35:35 PM, 262470


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COVID-19_2021-09-20_00-00-01.xlsx
COVID-19_2021-09-20_00-00-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 20, 2021
Short Description:
COVID-19 via NodeXL https://bit.ly/3As5wSa
@duty2warn
@dwuhlfelderlaw
@joncoopertweets
@blyntjames
@rpsagainsttrump
@joyannreid
@ellenthinks
@mxd795
@nickiminaj
@rwmalonemd

Top hashtags:
#covid19
#covid_19
#covid
#coronavirus
#enhypen
#epavacúnate
#44456
#venezuela

Description:
Description
The graph represents a network of 10,134 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 Monday, 20 September 2021 at 07:23 UTC.

The requested start date was Monday, 20 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 Thursday, 16 September 2021 at 12:14 UTC to Sunday, 19 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 : 10134
Unique Edges : 5227
Edges With Duplicates : 12492
Total Edges : 17719
Number of Edge Types : 5
Retweet : 5626
MentionsInRetweet : 6600
Tweet : 3299
Replies to : 464
Mentions : 1730
Self-Loops : 3337
Reciprocated Vertex Pair Ratio : 0.00569627923888014
Reciprocated Edge Ratio : 0.0113280308508074
Connected Components : 2943
Single-Vertex Connected Components : 994
Maximum Vertices in a Connected Component : 694
Maximum Edges in a Connected Component : 1620
Maximum Geodesic Distance (Diameter) : 23
Average Geodesic Distance : 6.600291
Graph Density : 8.08080241491537E-05
Modularity : 0.537221
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 10,134 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 Monday, 20 September 2021 at 07:23 UTC.

The requested start date was Monday, 20 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 Thursday, 16 September 2021 at 12:14 UTC to Sunday, 19 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:
[36] https://www.soompi.com/article/1488981wpp/enhypen-members-recover-from-covid-19-to-make-october-comeback-with-full-album
[31] https://trialsitenews.com/discovery-trial-results-mean-more-bad-news-for-remdesivir-no-clinical-benefit/
[16] https://theexpose.uk/2021/09/15/30k-people-died-within-21-days-of-having-a-covid-19-vaccine-in-england/
[12] https://www.theglobeandmail.com/politics/article-majority-of-federal-conservative-candidates-wont-disclose-covid-19/
[12] https://www.wsj.com/articles/vaccine-mandate-covid-19-unvaccinated-breakthrough-delta-boosters-fluvoxamine-antibodies-11631820572
[12] https://www.zerohedge.com/covid-19/why-does-no-one-ever-talk-about-sweden-anymore
[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://theexpose.uk/2021/09/18/fda-experts-reveal-the-covid-19-vaccines-are-killing-2-people-for-every-1-life-saved/
[11] https://trib.al/OOgUYjF
[10] https://www.thegatewaypundit.com/2021/09/huge-uttar-pradesh-india-announces-state-covid-19-free-proving-effectiveness-deworming-drug-ivermectin/

Top URLs in Tweet in G1:
[7] https://www.cnn.com/2021/09/19/health/florida-man-inspires-covid-vaccinations/index.html
[4] https://www.instagram.com/accounts/login/
[4] https://twitter.com/dzbb/status/1439152845039681539
[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] https://theexpose.uk/2021/09/15/30k-people-died-within-21-days-of-having-a-covid-19-vaccine-in-england/
[3] https://www.univision.com/noticias/en-un-minuto-en-duda-el-plan-de-refuerzo-de-vacunacion-contra-el-covid-19-a-la-espera-de-los-reguladores-video
[3] https://globalnews.ca/
[3] http://www.igape.es/gl/base-xeral-de-axudas/ficha/IGAP428
[3] https://www.foxnews.com/politics/biden-admin-worried-un-meeting-could-become-covid-19-superspreader

Top URLs in Tweet in G2:
[3] https://jovempan.com.br/noticias/mundo/cidade-do-mexico-diz-que-ivermectina-reduziu-internacoes-por-covid-19-em-ate-76.html
[2] https://pleno.news/brasil/governo-suspende-vacinacao-de-adolescentes-contra-a-covid-19.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://www.cbsnews.com/news/united-nations-new-york-city-covid-19-vaccine-mandate-superspreader-event/
[1] https://www.wsj.com/articles/fda-weighing-dose-of-moderna-covid-19-booster-11630593980
[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://twitter.com/KelvinBSP/status/1438778548043534341?s=19
[1] https://fleekus.com/b/contraposicao/article/policia-federal-faz-operacao-contra-a-precisa-medicamentos-apos-pedido-da-cpi-da-covid-19-ziaxe
[1] https://www.euronews.com/next/2021/09/13/covid-19-people-not-fully-vaccinated-11-times-more-likely-to-die-from-disease

Top URLs in Tweet in G3:
[3] https://www.thedailybeast.com/hunter-pepper-unvaxed-teen-councilman-who-attacked-mask-mandates-now-battling-terrible-covid-pneumonia?via=twitter_page
[3] https://www.huffingtonpost.co.uk/entry/dick-farrel-newsmax-right-wing-scamdemic-dies-of-covid_n_610f50d3e4b041dfbaaabac6?ncid=other_twitter_cooo9wqtham&utm_campaign=share_twitter
[2] https://nypost.com/2021/08/26/lawmaker-who-opposed-mask-mandates-on-ventilator-with-covid-19wisconsin-lawmaker-against-mask-mandates-on-ventilator-with-covid-19/
[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
[2] https://www.tampabay.com/news/florida-politics/2021/09/16/death-of-hillsborough-gop-member-from-covid-19-causes-financial-problems-for-party/
[2] https://www.palmbeachpost.com/story/news/coronavirus/2021/09/14/covid-kills-6-unvaccinated-members-palm-beach-county-family-3-weeks/8336808002/
[2] https://abc11.com/health/raleigh-woman-wanted-covid-vaccine-but-instead-got-meningitis-shot/11025638/
[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://www.huffpost.com/entry/1-in-500-americans-has-died-of-covid-19_n_6141f6bee4b0dda4cbd6df36
[1] https://www.cnn.com/2021/09/16/us/florida-vaccine-advocate-family-member-deaths/index.html

Top URLs in Tweet in G4:
[2] https://covidnow.moh.gov.my/
[2] https://www.astroawani.com/berita-malaysia/covid19-hanya-16-peratus-kes-baharu-kategori-3-4-dan-5-dr-noor-hisham-320643
[1] https://www.utusan.com.my/terkini/2021/09/harga-makanan-ayam-stabil-selepas-covid-19-diisytihar-endemik/
[1] https://www.bernama.com/bm/am/news.php?id=2004010#.YUM0XKkfDro.twitter
[1] https://twitter.com/bernamadotcom/status/1438463871711211522
[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://kpkesihatan.com/2021/09/16/kenyataan-akhbar-kpk-16-september-2021-situasi-semasa-jangkitan-penyakit-coronavirus-2019-covid-19-di-malaysia/

Top URLs in Tweet in G5:
[3] http://www.minci.gob.ve/dominica-agradece-respaldo-de-venezuela-en-el-combate-contra-la-covid-19/
[2] http://www.noticierovenevision.net/noticias/politica/miranda-ha-vacunado-al-42-de-su-poblacion-contra-el-covid-19
[2] http://www.noticierovenevision.net/noticias/salud/estado-de-florida-supera-las-50000-muertes-por-covid-19
[2] https://www.vtv.gob.ve/dia-550-lucha-covid-venezuela-contagios-comunitarios-16092021/
[2] https://www.vtv.gob.ve/unesco-cuba-produccion-vacunas-covid-19/
[2] https://twitter.com/delcyrodriguezv/status/1438709429109731329?s=20
[2] http://rnv.gob.ve/venezuela-regi
[2] https://misionverdad.com/de-nuevo-aumentan-las-muertes-por-covid-19-en-europa-por-que
[2] https://actualidad.rt.com/actualidad/404156-putin-revelar-decenas-personas-coronavirus
[1] https://www.instagram.com/accounts/login/

Top URLs in Tweet in G6:
[29] https://trialsitenews.com/discovery-trial-results-mean-more-bad-news-for-remdesivir-no-clinical-benefit/
[9] https://www.wsj.com/articles/vaccine-mandate-covid-19-unvaccinated-breakthrough-delta-boosters-fluvoxamine-antibodies-11631820572
[2] https://news.sky.com/story/covid-19-vaccine-booster-programme-begins-as-nhs-starts-giving-third-jabs-12409424
[2] https://news.sky.com/story/covid-19-france-suspends-thousands-of-health-workers-after-they-fail-to-get-vaccinated-12409650
[2] https://dfw.cbslocal.com/?p=982670
[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://news.yahoo.com/one-stunning-afternoon-setbacks-imperil-042258788.html
[1] https://www.redvoicemedia.com/2021/09/india-state-that-pushed-ivermectin-now-free-of-active-covid-19-cases/
[1] https://www.thegatewaypundit.com/2021/09/huge-uttar-pradesh-india-announces-state-covid-19-free-proving-effectiveness-deworming-drug-ivermectin/?utm_source=Twitter&utm_medium=PostTopSharingButtons&utm_campaign=websitesharingbuttons

Top URLs in Tweet in G7:
[1] https://twitter.com/Kyr0Nagib/status/1437961296817934340
[1] https://twitter.com/sueshi___/status/1437256450561036294

Top URLs in Tweet in G8:
[5] https://www.ouest-france.fr/nouvelle-aquitaine/niort-79000/niort-des-agents-non-vaccines-contre-le-covid-19-retournent-travailler-a-l-hopital-f3816b6c-17b7-11ec-9f73-6fd91ee9f0dd?fbclid=IwAR1R63X5t3GrPJXPUbAUsqDWgHPmkt400YZXeS4l7EaZhtahMMfGC4y1s3k
[2] 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.ameli.fr/medecin/actualites/vaccination-contre-la-covid-19-remuneration-des-medecins-en-centres-de-vaccination
[1] https://twitter.com/Smackenziekerr/status/1439431783582351361
[1] https://drive.google.com/file/d/1Jjgl-WFlrANsbEn26_DloCK2zbf4gnXl/view?usp=sharing
[1] https://www.biznews.com/health/2021/06/28/covid-19-vaccine-immunity
[1] https://www.francetvinfo.fr/sante/maladie/coronavirus/covid-19-ce-que-nous-voulons-cest-que-les-francais-puissent-respirer-le-plus-tot-possible-assure-olivier-veran_4776053.html
[1] https://theexpose.uk/2021/09/19/62-percent-of-excess-deaths-have-occurred-at-home-are-the-covid-19-vaccines-killing-thousands/
[1] https://onedrive.live.com/redir?resid=914431B73799994E!76735&authkey=!ADfHk3IuaBrEH34&ithint=file%2cpdf
[1] https://www.nature.com/articles/s41598-021-97679-5

Top URLs in Tweet in G9:
[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
[10] https://nypost.com/2021/09/17/bill-maher-criticizes-liberal-media-over-covid-19-reporting/?utm_campaign=SocialFlow&utm_source=NYPTwitter&utm_medium=SocialFlow
[2] https://nypost.com/2021/09/17/anti-vaccine-alabama-youtubers-die-of-covid-19-weeks-apart/?utm_medium=SocialFlow&utm_source=NYPTwitter&utm_campaign=SocialFlow
[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://www-news--medical-net.cdn.ampproject.org/v/s/www.news-medical.net/amp/news/20201115/Ultrasound-reveals-a-possible-role-of-SARSe28090CoVe280902-in-acute-testicular-infection.aspx?amp_gsa=1&_js_v=a6&usqp=mq331AQKKAFQArABIIACAw%3D%3D#amp_tf=From%20%251%24s&aoh=16317944244639&referrer=https%3A%2F%2Fwww.google.com&share=https%3A%2F%2Fwww.news-medical.net%2Fnews%2F20201115%2FUltrasound-reveals-a-possible-role-of-SARSe28090CoVe280902-in-acute-testicular-infection.aspx
[2] https://journals.sagepub.com/doi/full/10.1177/2050313X211022425?cookieSet=1
[1] https://news.sky.com/story/nicki-minajs-covid-19-vaccine-swollen-testicles-claim-is-false-says-trinidad-health-minister-12409177
[1] https://association-victimes-coronavirus-france.org/voici-ce-quil-se-passe-quand-un-vaccin-arn-therapie-genique-contre-le-covid-19-est-injecte-dans-un-corps-humain/

Top URLs in Tweet in G10:
[2] https://www.leparisien.fr/societe/sante/covid-19-le-chu-de-guadeloupe-oblige-de-faire-travailler-des-soignants-non-vaccines-17-09-2021-YBHNHMWEXVC5RKLSICXRGCE7YY.php
[2] https://www.lci.fr/societe/covid-19-obligation-vaccinale-pres-de-450-soignants-du-chu-de-nice-suspendus-2196381.html
[1] https://t.me/rtfrance_officiel
[1] https://www.lexpress.fr/actualite/societe/sante/covid-19-pourquoi-la-france-est-contrainte-de-rappeler-des-millions-de-masques-ffp2_2151980.html

Top Domains
Top Domains in Tweet in Entire Graph:
[224] twitter.com
[69] com.br
[61] trib.al
[56] bit.ly
[54] theexpose.uk
[53] soompi.com
[49] ctvnews.ca
[46] co.uk
[36] nypost.com
[35] wsj.com

Top Domains in Tweet in G1:
[75] twitter.com
[30] com.br
[18] cnn.com
[12] wordpress.com
[9] theepochtimes.com
[7] gov.uk
[7] msn.com
[7] co.uk
[7] google.com
[6] ctvnews.ca

Top Domains in Tweet in G2:
[3] com.br
[2] pleno.news
[2] elimpulso.com
[1] cbsnews.com
[1] wsj.com
[1] kff.org
[1] tampabay.com
[1] twitter.com
[1] fleekus.com
[1] euronews.com

Top Domains in Tweet in G3:
[8] thedailybeast.com
[4] cbs46.com
[4] twitter.com
[3] co.uk
[2] cnn.com
[2] nypost.com
[2] tampabay.com
[2] palmbeachpost.com
[2] abc11.com
[1] huffpost.com

Top Domains in Tweet in G4:
[3] bernama.com
[2] gov.my
[2] astroawani.com
[1] com.my
[1] twitter.com
[1] kpkesihatan.com

Top Domains in Tweet in G5:
[9] gob.ve
[4] noticierovenevision.net
[3] twitter.com
[3] com.ve
[2] misionverdad.com
[2] rt.com
[1] instagram.com
[1] justiciafuser.com
[1] bit.ly

Top Domains in Tweet in G6:
[29] trialsitenews.com
[9] wsj.com
[6] sky.com
[2] twitter.com
[2] cbslocal.com
[1] ft.com
[1] sandiegouniontribune.com
[1] yahoo.com
[1] redvoicemedia.com
[1] thegatewaypundit.com

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

Top Domains in Tweet in G8:
[5] ouest-france.fr
[3] theexpose.uk
[2] gov.uk
[1] ameli.fr
[1] twitter.com
[1] google.com
[1] biznews.com
[1] francetvinfo.fr
[1] live.com
[1] nature.com

Top Domains in Tweet in G9:
[26] nypost.com
[3] twitter.com
[2] w.va
[2] newsmax.com
[2] bloomberg.com
[2] huffpost.com
[2] ampproject.org
[2] sagepub.com
[1] sky.com
[1] association-victimes-coronavirus-france.org

Top Domains in Tweet in G10:
[2] leparisien.fr
[2] lci.fr
[1] t.me
[1] lexpress.fr

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[343] covid19
[333] covid_19
[103] covid
[65] coronavirus
[53] enhypen
[48] epavacúnate
[36] 44456
[34] venezuela
[32] sales
[32] eritrea



Top Hashtags in Tweet in G1:
[66] covid_19
[62] covid19
[31] coronavirus
[20] covid
[11] covidvislualizations
[11] coviddata
[11] smcanalytics
[7] vaccine
[7] coronavirusupdates
[7] pakvnz

Top Hashtags in Tweet in G2:
[6] covid19
[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 G3:
[3] coronavirus
[3] nurses
[3] grant
[3] rns
[3] lpns
[3] lvns
[2] getvaccinated
[2] ronaron
[2] covid19
[2] watch

Top Hashtags in Tweet in G4:
[19] covid19
[10] menangbersama
[5] keluargamalaysia
[5] lindungdirilindungsemua
[5] komunikasikita
[3] ppc
[3] infografik
[3] infographics
[3] jabatanpenerangan
[2] japensarawak

Top Hashtags in Tweet in G5:
[46] covid_19
[32] epavacúnate
[29] 9/17/2021 12:00:00 AM
[27] venezuela
[11] entérate
[11] 9/19/2021 12:00:00 AM
[7] atención
[7] quédateencasa
[6] somospueblodepaz
[6] ceofanb

Top Hashtags in Tweet in G6:
[3] voteppc2021
[2] voteppc
[1] bidenadministration
[1] nevervoteconservative
[1] elxn44
[1] cdnpoli
[1] scicomm
[1] neuro
[1] purplewave
[1] myocarditis

Top Hashtags in Tweet in G8:
[1] covid_19

Top Hashtags in Tweet in G9:
[3] covidiots
[3] maga
[2] nibétailnicobaye
[2] salvador
[2] inde
[2] obligationvaccinale
[1] covid19
[1] consentementlibreeteclairé
[1] onoubliepas
[1] onnelacherien

Top Hashtags in Tweet in G10:
[11] vaccin
[2] covid_19
[1] vaccinationobligatoire

Top Words
Top Words in Tweet in Entire Graph:
[7429] covid
[7168] 19
[810] vaccine
[550] em
[513] people
[490] contra
[458] more
[418] 2021
[409] mais
[398] died

Top Words in Tweet in G1:
[956] covid
[927] 19
[75] vaccine
[66] #covid_19
[62] #covid19
[60] more
[59] 2021
[57] vaccines
[53] people
[51] cases

Top Words in Tweet in G2:
[446] em
[384] covid
[382] 19
[332] jairbolsonaro
[325] uti
[323] mais
[323] leitos
[253] govbr
[251] brasil
[249] autorizou

Top Words in Tweet in G3:
[265] 19
[258] covid
[224] gov
[158] georgia
[156] sister
[156] law
[156] brian
[155] kemp
[149] news
[93] joncoopertweets

Top Words in Tweet in G4:
[218] covid
[212] 19
[120] kes
[86] ke
[86] dghisham
[84] september
[82] dan
[81] langkawi
[75] positif
[74] dikesan

Top Words in Tweet in G5:
[118] 19
[117] covid
[62] contra
[51] contagios
[46] #covid_19
[37] total
[33] pacientes
[32] nuevos
[32] #epavacúnate
[29] #17sep

Top Words in Tweet in G6:
[125] covid
[121] 19
[76] rwmalonemd
[29] clinical
[29] benefit
[29] remdesivir
[29] licensed
[28] vaccine
[23] pfizer
[23] avoid

Top Words in Tweet in G7:
[124] covid
[124] 19
[100] ke
[74] redzuannewsmpb
[69] yang
[56] positif
[55] langkawi
[48] kerajaan
[45] setuju
[45] pelaksanaan

Top Words in Tweet in G8:
[79] 19
[43] covid
[42] pfizer
[39] news
[39] yesterday
[39] made
[39] billion
[39] q2
[39] year
[39] 211

Top Words in Tweet in G9:
[65] covid
[50] 19
[22] nypost
[18] nickiminaj
[18] people
[13] anti
[11] vaccine
[11] potus
[11] times
[11] square

Top Words in Tweet in G10:
[69] chu
[66] directeur
[66] guadeloupe
[66] appliquer
[66] loi
[37] infosdroits
[37] décidé
[37] obligation
[37] vaccinale
[37] fait

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[6762] covid,19
[409] 19,vaccine
[386] contra,covid
[323] leitos,uti
[323] uti,covid
[302] died,covid
[271] 19,em
[249] govbr,autorizou
[249] autorizou,repasse
[249] repasse,mais

Top Word Pairs in Tweet in G1:
[864] covid,19
[45] contra,covid
[39] 19,vaccine
[27] against,covid
[24] 19,cases
[23] 19,vaccines
[19] 19,pandemic
[17] vaccinated,against
[15] vatican,morally
[15] morally,acceptable

Top Word Pairs in Tweet in G2:
[382] covid,19
[323] leitos,uti
[323] uti,covid
[259] 19,em
[249] govbr,autorizou
[249] autorizou,repasse
[249] repasse,mais
[249] mais,bilhão
[249] bilhão,custeio
[249] custeio,24

Top Word Pairs in Tweet in G3:
[249] covid,19
[156] sister,law
[151] georgia,gov
[151] gov,brian
[87] due,covid
[83] brian,kemp
[80] died,covid
[78] law,georgia
[76] passed,away
[73] news,gov

Top Word Pairs in Tweet in G4:
[209] covid,19
[71] positif,covid
[64] pintu,masuk
[64] masuk,udara
[64] udara,dan
[64] dan,laut
[64] laut,ke
[64] ke,pulau
[64] pulau,langkawi
[61] kes,positif

Top Word Pairs in Tweet in G5:
[117] covid,19
[57] contra,covid
[27] 350,795
[25] #covid_19,estadísticas
[25] estadísticas,generales
[25] generales,coronavirus
[25] coronavirus,#venezuela
[25] #venezuela,total
[25] total,contagios
[25] contagios,350

Top Word Pairs in Tweet in G6:
[113] covid,19
[29] clinical,benefit
[29] benefit,remdesivir
[29] remdesivir,licensed
[29] licensed,covid
[28] rwmalonemd,clinical
[21] opinion,doctor
[21] doctor,avoid
[21] avoid,covid
[21] 19,mandates

Top Word Pairs in Tweet in G7:
[124] covid,19
[56] positif,covid
[55] ke,langkawi
[45] kerajaan,setuju
[45] setuju,pelaksanaan
[45] pelaksanaan,pemberian
[45] pemberian,beri
[45] beri,ketiga
[45] ketiga,vaksin
[45] vaksin,covid

Top Word Pairs in Tweet in G8:
[40] covid,19
[39] news,yesterday
[39] yesterday,pfizer
[39] pfizer,made
[39] made,19
[39] 19,billion
[39] billion,q2
[39] q2,year
[39] year,211
[39] 211,million

Top Word Pairs in Tweet in G9:
[49] covid,19
[11] times,square
[11] square,stormed
[11] stormed,anti
[11] anti,vaxxers
[11] vaxxers,protesting
[11] protesting,nyc
[10] nypost,times
[10] bill,maher
[10] maher,liberal

Top Word Pairs in Tweet in G10:
[66] directeur,chu
[66] chu,guadeloupe
[66] appliquer,loi
[37] guadeloupe,décidé
[37] décidé,appliquer
[37] loi,obligation
[37] obligation,vaccinale
[37] vaccinale,fait
[37] fait,travailler
[36] infosdroits,directeur

Top Replied-To
Top Replied-To in Entire Graph:
@thorgreen22
@abc
@gregabbott_tx
@olivierveran
@un
@natgeo
@huffpost
@notvanveen
@thlorg
@marshablackburn

Top Replied-To in G2:
@andresvelasqz
@drericding
@jefferson_19_05
@danielaranhabr2

Top Replied-To in G3:
@marshablackburn
@joncoopertweets
@gavinnewsom
@vanaynay15
@out5p0ken
@abc11_wtvd

Top Replied-To in G4:
@dghisham
@ismailsabri60
@bernamadotcom

Top Replied-To in G5:
@vtvcanal8
@nicolasmaduro
@lilivixx1991
@mippcivzla
@caballonegro606

Top Replied-To in G6:
@maximebernier
@rwmalonemd
@marisha83309973

Top Replied-To in G8:
@goodfoodgal
@restrandltd

Top Replied-To in G9:
@nickiminaj
@mendersilos
@potus
@randyjackson8
@bettybowers
@seanhannity
@foxnews
@newstyle303
@chamorritamaraj
@angelabelcamino

Top Replied-To in G10:
@aucarr
@maya29854628

Top Mentioned
Top Mentioned in Entire Graph:
@jairbolsonaro
@govbr
@joncoopertweets
@dghisham
@rwmalonemd
@redzuannewsmpb
@duty2warn
@anonblobfish
@soompi
@meidastouch

Top Mentioned in G1:
@elconucoacacias
@alain_mondino
@varginha_online
@fatoamazonico
@ong_la_vie
@davidbernknopf
@laweta2
@kdramadash
@youhalal

Top Mentioned in G2:
@jairbolsonaro
@govbr
@dr_francisco_
@clauwild1
@drericding
@andresvelasqz
@secomvc
@tarcisiogdf
@maxguilherme01
@metropoles

Top Mentioned in G3:
@joncoopertweets
@duty2warn
@rvawonk
@thedailybeast
@mmpadellan
@tomthunkitsmind
@mcspocky
@therickydavila
@bombshelldaily
@sethabramson

Top Mentioned in G4:
@dghisham
@khairykj
@ismailsabri60
@jkjavmy
@kkmputrajaya
@bernamadotcom
@buletintv3
@viralperak
@jpenerangan
@faaamir_

Top Mentioned in G5:
@vtvcanal8
@libertad003
@nicolasmaduro
@somosrmnoticias
@dayramrivasr
@mippcivzla
@luchaalmada
@fotoecocultura
@gb_belzaresr
@caballonegro606

Top Mentioned in G6:
@rwmalonemd
@pierrekory
@alwebbj
@skynews
@maximebernier
@timcast
@dylan_housman
@wilkowmajority
@ninenewsnancy
@malibu6120

Top Mentioned in G7:
@redzuannewsmpb
@brgsjks
@azmanrocks
@dghisham

Top Mentioned in G8:
@skybright77
@sjallamion
@nickhudsonct
@made63843395
@smackenziekerr
@trump_fact_news
@dryburghdotcom
@bsimonward
@fatemperor
@jengleruk

Top Mentioned in G9:
@nypost
@nickiminaj
@potus
@cathaven04
@assocovid
@tuckercarlson
@vp
@newsmax
@huffpostpol
@truenorthcentre

Top Mentioned in G10:
@infosdroits
@f_philippot
@maya29854628
@rtenfrancais
@rogezveronique
@rasah13
@chledoare
@valledemia

Top Tweeters
Top Tweeters in Entire Graph:
@elnacionalweb
@caraotadigital
@la_patilla
@ja8yum
@tomthunkitsmind
@el_cooperante
@dolartoday
@ptjasamarga
@threadreaderapp
@opsiin

Top Tweeters in G1:
@elnacionalweb
@el_cooperante
@ptjasamarga
@opsiin
@clubeditorial
@berkleybearnews
@okezonenews
@republikaonline
@jcc_news
@newsoneplace

Top Tweeters in G2:
@___denise___eu_
@elimpulsocom
@c_acfreitas
@bigforkgirl
@nusaalex
@joseramonrussia
@dvdnasc
@victortamoios
@royamasaki_
@mbwander

Top Tweeters in G3:
@tomthunkitsmind
@cagney1991
@enrico056
@pushandpulljlm
@frackhazreveal
@persiankittenz
@passarelliallan
@edwardarowe1
@marcvegan
@latimes

Top Tweeters in G4:
@akmalarif90
@501awani
@bernamadotcom
@hxnxid
@husnasamanuri_
@bernamaradio
@umonline
@amiramarlisya
@zuihiimi
@mrizalmsaad

Top Tweeters in G5:
@vtvcanal8
@noticierovv
@laradiodelsur
@partidopsuv
@rnvinformativa
@edalge
@jorgepsuvr
@lrrc2020
@luiscarrillo66
@gloriamaria057

Top Tweeters in G6:
@pppatticake
@skynews
@deepgreendesign
@dahart66
@buddy3880309
@mcm_ct
@ninenewsnancy
@cbsdfw
@karenkyia
@barnes_law

Top Tweeters in G7:
@itsqs
@nurshahidaag
@sykrrhmn07
@farahhawani
@nnraain_
@syarifahfatin_
@atikahhnordin_
@luqshuhaimi
@0hhitsu
@tansri_alhakim

Top Tweeters in G8:
@dominoisf
@bravebelly2
@jeanndanielle
@marinavanzyl
@anneglenn74
@jpteppe
@johnaread
@bguirlet
@bainvelcorinne
@fj3isback

Top Tweeters in G9:
@abramson1234
@sabulosaa
@mzdivah67
@foxnews
@nypost
@commonsense258
@jazzymsc
@6nsinvt
@huffpostpol
@poussantg

Top Tweeters in G10:
@catman3012
@diab0l029
@rtenfrancais
@dett67
@fra_bruzzese
@frantzlebourge1
@carseri
@colettedepau
@albertralebol
@dupont_noel