Coronavirus, Twitter, 9/25/2021 4:31:21 PM, 262811


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Coronavirus_2021-09-25_01-48-01.xlsx
Coronavirus_2021-09-25_01-48-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 25, 2021
Short Description:
Coronavirus via NodeXL https://bit.ly/3lYBWxt
@sap1028
@nytimes
@ap
@cnielse33225110
@miamiherald
@coronaupdatebot
@katcapps
@cdcgov
@kylegriffin1
@therickydavila

Top hashtags:
#coronavirus
#covid19
#covid_19
#covid
#corona
#yogiadityanath
#venezuela
#新型コロナウイルス

Description:
Description
The graph represents a network of 8,421 Twitter users whose tweets in the requested range contained "Coronavirus", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Saturday, 25 September 2021 at 09:16 UTC.

The requested start date was Saturday, 25 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 2-day, 0-hour, 12-minute period from Wednesday, 22 September 2021 at 12:13 UTC to Friday, 24 September 2021 at 12:25 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 : 8421
Unique Edges : 4125
Edges With Duplicates : 11108
Total Edges : 15233
Number of Edge Types : 5
Retweet : 4639
MentionsInRetweet : 5222
Replies to : 481
Mentions : 1471
Tweet : 3420
Self-Loops : 3481
Reciprocated Vertex Pair Ratio : 0.00506555423122765
Reciprocated Edge Ratio : 0.0100800474355173
Connected Components : 2399
Single-Vertex Connected Components : 1025
Maximum Vertices in a Connected Component : 1394
Maximum Edges in a Connected Component : 2876
Maximum Geodesic Distance (Diameter) : 23
Average Geodesic Distance : 9.389117
Graph Density : 9.51416278893311E-05
Modularity : 0.50808
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 8,421 Twitter users whose tweets in the requested range contained "Coronavirus", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Saturday, 25 September 2021 at 09:16 UTC.

The requested start date was Saturday, 25 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 2-day, 0-hour, 12-minute period from Wednesday, 22 September 2021 at 12:13 UTC to Friday, 24 September 2021 at 12:25 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 : Coronavirus
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:
[74] https://www.8newsnow.com/news/health/coronavirus-health/clark-county-declares-covid-misinformation-a-public-health-crisis/
[65] https://revistaoeste.com/mundo/documento-mostra-que-laboratorio-em-wuhan-buscou-aportes-para-criar-coronavirus-em-morcegos/
[45] https://newsdigest.jp/pages/coronavirus/
[27] https://twitter.com/search?q=%23Coronavirus%20%23Covid19%20%23Covid_19%20%23SARSCoV2%20%23covid19world&src=typed_query&f=top
[23] https://pleno.news/
[21] https://www.miamiherald.com/news/coronavirus/article254412224.html
[20] https://justthenews.com/politics-policy/coronavirus/florida-acquires-new-monoclonal-antibody-drug-uk-company
[19] https://www3.nhk.or.jp/news/special/coronavirus/data-all/
[19] https://www.breitbart.com/politics/2021/09/23/biden-administration-opposes-honorable-discharges-coronavirus-vaccine/
[19] https://www.faz.net/aktuell/gesellschaft/gesundheit/coronavirus/arzt-interviews/corona-lungenarzt-ueber-die-nachlaessigkeit-der-ungeimpften-17542126.html

Top URLs in Tweet in G1:
[8] https://apple.news/ApIHgS3fMS2u7wN0zbF5Hpw
[8] https://hidot.hawaii.gov/airports/covid-19/
[7] https://www.cnn.com/2021/09/23/health/us-coronavirus-thursday/index.html
[5] https://www.gov.uk/get-coronavirus-test
[5] https://www.nu.nl/coronavirus/6158581/jongen-12-wil-ernstig-zieke-oma-bezoeken-en-dwingt-vaccinatie-af-bij-rechter.html
[4] https://www.telegraph.co.uk/news/2021/09/21/wuhan-scientists-planned-releaseskin-penetrating-nanoparticles/
[4] https://www.cnn.com/videos/health/2021/09/23/doctor-spreads-coronavirus-misinformation-simone-gold-watt-dnt-ebof-vpx.cnn
[4] https://revistaoeste.com/mundo/documento-mostra-que-laboratorio-em-wuhan-buscou-aportes-para-criar-coronavirus-em-morcegos/
[4] https://www.eldiarioar.com/
[4] https://fij.info/coronavirus-feature/overseas#tempo0211

Top URLs in Tweet in G2:
[6] https://www.eldiario.es/sociedad/ultima-hora-coronavirus-actualidad-politica-23-de-septiembre_6_8329626_1077870.html
[6] https://www.eldiario.es/sociedad/ultima-hora-coronavirus-actualidad-politica-24-de-septiembre_6_8333648_1078004.html
[4] https://www.eldiario.es/sociedad/ultima-hora-coronavirus-actualidad-politica-24-de-septiembre_6_8333648_1078000.html
[3] https://www.eldiario.es/sociedad/ultima-hora-coronavirus-actualidad-politica-23-de-septiembre_6_8329626_1077904.html
[3] https://www.eldiario.es/sociedad/ultima-hora-coronavirus-actualidad-politica-24-de-septiembre_6_8333648.html
[2] https://www.eldiario.es/sociedad/ultima-hora-coronavirus-actualidad-politica-24-de-septiembre_6_8333648_1078002.html
[2] https://www.eldiario.es/sociedad/ultima-hora-coronavirus-actualidad-politica-22-septiembre_6_8325514_1077779.html
[2] https://www.eldiario.es/sociedad/ultima-hora-coronavirus-actualidad-politica-22-septiembre_6_8325514_1077810.html
[2] https://www.eldiario.es/sociedad/ultima-hora-coronavirus-actualidad-politica-23-de-septiembre_6_8329626_1077905.html
[2] https://www.eldiario.es/sociedad/ultima-hora-coronavirus-actualidad-politica-24-de-septiembre_6_8333648_1078003.html

Top URLs in Tweet in G3:
[60] https://revistaoeste.com/mundo/documento-mostra-que-laboratorio-em-wuhan-buscou-aportes-para-criar-coronavirus-em-morcegos/
[7] https://pleno.news/saude/coronavirus/medico-afirma-de-161-pacientes-com-covid-125-ja-estavam-vacinados.html
[6] https://terrabrasilnoticias.com/2021/09/bomba-documento-mostra-que-laboratorio-em-cidade-chinesa-buscou-aportes-para-criar-coronavirus-em-morcegos/
[3] https://pleno.news/

Top URLs in Tweet in G4:
[27] https://twitter.com/search?q=%23Coronavirus%20%23Covid19%20%23Covid_19%20%23SARSCoV2%20%23covid19world&src=typed_query&f=top
[4] https://www.terra.com.br/noticias/coronavirus/a-covid-apenas-encurtou-a-vida-das-pessoas-diz-bolsonaro,e2a6c6f4f330d2d3f78cd17f1d43efe3jdcpd8rn.html
[3] https://www.huffpost.com/entry/pediatric-coronavirus-cases-weekly-report_n_6149d6c4e4b077b735eaffae?ncid=engmodushpmg00000004
[2] https://www1.nyc.gov/assets/home/html/redirects/coronavirus.html
[2] https://polr.regione.puglia.it/OeMjx
[2] https://www.miamiherald.com/news/coronavirus/article254412224.html
[1] https://en.wikipedia.org/wiki/COVID-19_vaccine
[1] https://en.wikipedia.org/wiki/Variants_of_SARS-CoV-2
[1] https://public.flourish.studio/visualisation/6298739/?utm_source=embed&utm_campaign=visualisation/6298739
[1] https://connect.medrxiv.org/relate/content/181

Top URLs in Tweet in G5:
[3] https://trib.al/g1PJWFP
[2] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fnature.2015.18787
[2] https://www.masslive.com/coronavirus/2021/09/massachusetts-named-safest-state-during-covid-currently.html?utm_medium=social&utm_campaign=masslivenews_sf&utm_source=twitter
[2] https://www.masslive.com/coronavirus/2021/09/covid-vaccination-card-can-be-stored-on-iphone-apple-watch-with-ios-update.html?utm_medium=social&utm_source=twitter&utm_campaign=masslivenews_sf
[2] https://www.wwlp.com/news/health/coronavirus/the-latest-massachusetts-now-has-over-30000-breakthrough-covid-19-cases/?utm_medium=referral&utm_campaign=socialflow&utm_source=t.co
[2] https://www.bostonherald.com/2021/09/22/massachusetts-coronavirus-cases-up-1821-hospitalizations-drop-for-fifth-straight-day/?utm_medium=social&utm_source=twitter.com&utm_content=tw-bostonherald&utm_campaign=socialflow
[1] https://nyti.ms/3CBoo1H
[1] https://nyti.ms/3u1SEzI
[1] https://nyti.ms/3lNPqvX
[1] https://nyti.ms/39zAYBS

Top URLs in Tweet in G6:
[17] https://www.breitbart.com/politics/2021/09/23/biden-administration-opposes-honorable-discharges-coronavirus-vaccine/
[7] https://trib.al/BjqaLsd
[5] https://www.miamiherald.com/news/coronavirus/article254412224.html
[5] https://apnews.com/article/coronavirus-pandemic-joe-biden-florida-ron-desantis-school-boards-f384cfb694660e21a39e82d84931f49a
[4] https://www.naplesnews.com/story/news/education/2021/09/24/initial-six-weeks-collier-county-schools-tops-coronavirus-case-total-all-last-year/5783252001/?cid=undefined_ndn
[3] https://www.breitbart.com/politics/2021/09/23/exclusive-rep-scott-desjarlais-leads-55-republican-letter-demanding-action-on-lifesaving-coronavirus-antibody-treatments/
[2] https://www.miamiherald.com/news/coronavirus/article254445388.html
[2] https://www.syracuse.com/coronavirus/2021/09/ny-may-recruit-filipinos-to-replace-health-care-workers-who-refuse-covid-shots.html
[2] https://www.wfla.com/community/health/coronavirus/covid-19-impacting-children-teens-more-than-any-other-age-group-in-florida/
[2] https://www.miamiherald.com/news/coronavirus/article254412224.html#storylink=bignews_main

Top URLs in Tweet in G7:
[9] https://www.francetvinfo.fr/sante/maladie/coronavirus/vaccin/covid-19-christiane-taubira-refuse-d-appeler-les-guyanais-a-se-faire-vacciner_4781421.html
[8] https://www.lci.fr/sante/en-direct-covid-19-coronavirus-les-hospitalisations-en-baisse-de-12-sur-une-semaine-2196156.html
[5] https://www.francetvinfo.fr/sante/maladie/coronavirus/pass-sanitaire/pass-sanitaire-l-assurance-maladie-denonce-environ-36-000-qr-codes-frauduleux_4781533.html
[2] https://www.francetvinfo.fr/sante/maladie/coronavirus/securite-sociale-le-deficit-pour-2021-revu-en-legere-baisse-a-34-6-milliards-d-euros_4782807.html
[2] https://www.francetvinfo.fr/sante/maladie/coronavirus/direct-covid-19-un-conseil-de-defense-sanitaire-se-tient-aujourd-hui-pour-adapter-les-regles-du-pass-sanitaire_4779973.html
[2] https://www.francetvinfo.fr/sante/maladie/coronavirus/pass-sanitaire/pass-sanitaire-l-assurance-maladie-denonce-environ-36-000-qr-codes-frauduleux_4781533.html#xtor=CS2-765-[twitter]-
[1] https://www.francetvinfo.fr/sante/maladie/coronavirus/vaccin/nice-le-maire-christian-estrosi-reclame-la-fin-des-actions-des-anti-pass-sanitaire-chaque-samedi_4780527.html
[1] https://www.francetvinfo.fr/sante/maladie/coronavirus/carte-covid-19-le-taux-d-incidence-en-dessous-du-seuil-d-alerte-dans-pres-d-un-departement-sur-deux_4778825.html
[1] https://news.yale.edu/2021/07/08/us-vaccination-campaign-prevented-279000-covid-19-deaths
[1] https://www.itv.com/news/2021-07-29/vaccines-have-saved-60000-lives-and-prevented-22-million-covid-infections

Top URLs in Tweet in G8:
[4] https://www.aljazeera.com/features/2021/9/22/has-the-delta-variant-changed-the-symptoms-of-covid-19
[3] http://trib.al/qyDFjPV
[2] https://apnews.com/article/lifestyle-health-caribbean-pandemics-coronavirus-pandemic-89279e6e4a0d0f2b18413364d3cd2a78
[1] http://trib.al/w95yChi
[1] http://trib.al/bMW0vlM
[1] http://trib.al/r9oekAK
[1] http://trib.al/iSNqxCY
[1] http://trib.al/HxCVrdZ
[1] http://trib.al/Pnhq9x7
[1] http://trib.al/QTV7uw9

Top URLs in Tweet in G9:
[19] https://justthenews.com/politics-policy/coronavirus/florida-acquires-new-monoclonal-antibody-drug-uk-company
[15] https://justthenews.com/politics-policy/coronavirus/new-study-shows-remdesivir-reduces-hospitalization-covid-19-patients
[1] https://justthenews.com/politics-policy/coronavirus/people-are-going-die-texas-rep-accuses-biden-retaliatory-rationing
[1] https://justthenews.com/politics-policy/coronavirus/covid-case-drop-start-september-related-death-near-those-early-march
[1] https://www.breitbart.com/health/2021/09/23/latest-coronavirus-death-tolls-cdc/

Top URLs in Tweet in G10:
[7] https://www.ctvnews.ca/health/coronavirus/brazilian-health-minister-tests-positive-for-covid-19-while-in-new-york-for-un-meeting-1.5595564?cid=sm%3Atrueanthem%3A%7B%7Bcampaignname%7D%7D%3Atwitterpost%E2%80%8B&taid=614b1e46ad296e0001f94dc3&utm_campaign=trueAnthem%3A+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[6] https://www.ctvnews.ca/health/coronavirus/funeral-home-ad-spreads-message-for-the-unvaccinated-1.5596047?cid=sm%3Atrueanthem%3A%7B%7Bcampaignname%7D%7D%3Atwitterpost%E2%80%8B&taid=614bc962137ff00001edf849&utm_campaign=trueAnthem%3A+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[4] https://www.dallasnews.com/news/public-health/2020/06/25/new-mask-order-for-tarrant-county-coronavirus-case-update-whats-open-and-where-to-get-tested-in-grapevine/?utm_content=buffer43850&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[3] https://www.ctvnews.ca/health/coronavirus/sask-health-care-workers-on-the-brink-of-being-overwhelmed-as-covid-19-icu-cases-climb-1.5598621?cid=sm%3Atrueanthem%3A%7B%7Bcampaignname%7D%7D%3Atwitterpost%E2%80%8B&taid=614d50cf5379b70001bccaf2&utm_campaign=trueAnthem%3A+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[3] https://www.ctvnews.ca/health/coronavirus/u-s-fda-backs-pfizer-covid-19-boosters-for-seniors-high-risk-1.5596841?cid=sm%3Atrueanthem%3A%7B%7Bcampaignname%7D%7D%3Atwitterpost%E2%80%8B&taid=614c53a988b4be000154eb30&utm_campaign=trueAnthem%3A+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[2] https://www.ctvnews.ca/health/coronavirus/texas-couple-asked-to-leave-restaurant-for-wearing-face-masks-1.5594608?cid=sm%3Atrueanthem%3A%7B%7Bcampaignname%7D%7D%3Atwitterpost%E2%80%8B&taid=614a4b5aa5c42200013c66fe&utm_campaign=trueAnthem%3A+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[2] https://www.ctvnews.ca/health/coronavirus/hundreds-of-thousands-of-white-flags-planted-in-d-c-to-commemorate-those-who-died-of-covid-19-1.5596923?cid=sm%3Atrueanthem%3A%7B%7Bcampaignname%7D%7D%3Atwitterpost%E2%80%8B&taid=614c2976e56df4000174f569&utm_campaign=trueAnthem%3A+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[2] https://www.ctvnews.ca/health/coronavirus/canada-paused-covid-19-vaccine-deliveries-as-supply-far-exceeds-demand-1.5596354?cid=sm%3Atrueanthem%3A%7B%7Bcampaignname%7D%7D%3Atwitterpost%E2%80%8B&taid=614c3788e56df4000174f5bb&utm_campaign=trueAnthem%3A+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[2] https://www.ctvnews.ca/health/coronavirus/hundreds-of-thousands-of-white-flags-planted-in-d-c-to-commemorate-those-who-died-of-covid-19-1.5596923?cid=sm:trueanthem:ctvnews:twittermanualpost&taid=614be76224b73e0001faec90&utm_campaign=trueAnthem:+New+Content+(Feed)&utm_medium=trueAnthem&utm_source=twitter
[1] https://www.ctvnews.ca/health/coronavirus/long-term-care-outbreaks-are-rising-and-provinces-have-different-strategies-for-keeping-covid-19-out-1.5598666

Top Domains
Top Domains in Tweet in Entire Graph:
[589] news.de
[148] twitter.com
[105] co.uk
[86] com.br
[86] apnews.com
[78] 8newsnow.com
[75] gov.uk
[67] revistaoeste.com
[66] trib.al
[61] com.ar

Top Domains in Tweet in G1:
[589] news.de
[43] twitter.com
[40] com.ar
[33] co.uk
[22] apnews.com
[20] nhs.uk
[20] gov.uk
[19] com.br
[19] reuters.com
[18] theguardian.com

Top Domains in Tweet in G2:
[43] eldiario.es
[1] twitter.com
[1] reuters.com
[1] bit.ly

Top Domains in Tweet in G3:
[60] revistaoeste.com
[10] pleno.news
[6] terrabrasilnoticias.com

Top Domains in Tweet in G4:
[29] twitter.com
[5] huffpost.com
[5] com.br
[2] wikipedia.org
[2] nyc.gov
[2] puglia.it
[2] asturias.es
[2] miamiherald.com
[1] flourish.studio
[1] medrxiv.org

Top Domains in Tweet in G5:
[5] nyti.ms
[5] masslive.com
[3] trib.al
[3] cnn.it
[2] nature.com
[2] washingtonpost.com
[2] nytimes.com
[2] wwlp.com
[2] bostonherald.com
[1] bit.ly

Top Domains in Tweet in G6:
[21] breitbart.com
[12] miamiherald.com
[7] trib.al
[7] apnews.com
[4] naplesnews.com
[3] twitter.com
[2] syracuse.com
[2] wfla.com
[2] palmbeachpost.com
[1] apple.news

Top Domains in Tweet in G7:
[23] francetvinfo.fr
[8] lci.fr
[1] yale.edu
[1] itv.com
[1] connexionfrance.com
[1] nouvelobs.com
[1] ouest-france.fr

Top Domains in Tweet in G8:
[18] trib.al
[11] apnews.com
[4] aljazeera.com
[1] abcactionnews.com
[1] jpost.com
[1] go.com
[1] npr.org
[1] univision.com

Top Domains in Tweet in G9:
[36] justthenews.com
[1] breitbart.com

Top Domains in Tweet in G10:
[32] ctvnews.ca
[4] dallasnews.com
[3] twitter.com
[2] nfaap.org
[1] govt.nz
[1] haaretz.com
[1] cnn.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[936] coronavirus
[758] covid19
[99] covid_19
[93] covid
[64] corona
[51] yogiadityanath
[42] venezuela
[39] 新型コロナウイルス
[32] kitamestimenang
[32] menangbersama



Top Hashtags in Tweet in G1:
[237] coronavirus
[143] covid19
[34] covid
[20] corona
[17] vaccine
[16] health
[13] nhs
[12] covidー19
[12] todaysmedicalupdate
[12] medicine

Top Hashtags in Tweet in G2:
[2] psoe

Top Hashtags in Tweet in G3:
[3] covid
[3] vacina
[3] plenonews

Top Hashtags in Tweet in G4:
[28] covidinfo
[19] covid19
[18] coronavirus
[6] covid_19
[6] asturias
[5] sarscov2
[5] covid19world
[2] kenya
[2] unga
[2] scuole

Top Hashtags in Tweet in G5:
[3] covid19
[2] wtf
[1] sleevesupbc
[1] covidtesting
[1] prepyourhealth
[1] bringdownbarriers
[1] leadership
[1] ian1
[1] coronavirus

Top Hashtags in Tweet in G6:
[6] covid19
[5] coronavirus
[3] pandemic
[2] rsc
[2] deathdesantis
[2] deathsantis
[2] becauseflorida
[1] outbreak
[1] getvaccinated

Top Hashtags in Tweet in G7:
[8] covid19
[3] passsanitaire
[3] pass
[3] antivax
[2] regeneron
[1] afpgraphics
[1] afp

Top Hashtags in Tweet in G8:
[2] hungary
[1] unga
[1] getvaccinated
[1] wearamask
[1] thisisourshot
[1] eu
[1] unfss2021
[1] influenza
[1] covid19
[1] univisionbayarea

Top Hashtags in Tweet in G10:
[4] covid19
[3] ff
[3] coronavirus
[3] covid19vaccines
[1] antivaxxers
[1] deltavariant
[1] icu

Top Words
Top Words in Tweet in Entire Graph:
[3107] coronavirus
[1777] covid
[1121] 19
[936] #coronavirus
[758] #covid19
[755] die
[660] corona
[603] tage
[600] aktuelle
[597] inzidenz

Top Words in Tweet in G1:
[1053] coronavirus
[620] die
[607] corona
[590] inzidenz
[589] tage
[589] rki
[588] gesundheittäglich
[588] aktuelle
[588] zahlen
[588] erfahren

Top Words in Tweet in G2:
[70] coronavirus
[70] iescolar
[69] nunca
[65] 25
[65] patrimonio
[64] ayuso
[64] mónica
[64] garcía
[64] nacho
[64] cano

Top Words in Tweet in G3:
[220] em
[114] coronavírus
[109] criar
[108] documento
[108] mostra
[108] laboratório
[108] buscou
[108] aportes
[106] morcegos
[78] wuhan

Top Words in Tweet in G4:
[32] 24
[32] 2021
[30] 09
[28] #covidinfo
[28] 14
[27] info
[27] covid19
[24] 01
[19] #covid19
[18] #coronavirus

Top Words in Tweet in G5:
[86] nytimes
[84] covid
[62] people
[60] weeks
[58] serious
[58] conditions
[58] waiting
[58] several
[58] non
[58] surgeries

Top Words in Tweet in G6:
[37] vaccine
[36] ladapo
[35] dr
[35] joseph
[33] surgeon
[31] general
[31] govrondesantis
[30] covid
[29] breitbartnews
[25] florida

Top Words in Tweet in G7:
[22] franceinfo
[21] par
[21] coronavirus
[20] fin
[16] pass
[16] sanitaire
[15] afpfr
[15] pandémie
[15] provoquée
[15] nouveau

Top Words in Tweet in G8:
[88] ap
[54] covid
[43] 19
[42] virus
[25] update
[21] shortage
[21] staff
[19] booster
[19] against
[19] pfizer

Top Words in Tweet in G9:
[90] jsolomonreports
[75] acquires
[75] monoclonal
[75] drug
[60] biden
[60] rationing
[57] stone
[57] unturned
[57] desantis
[57] sidesteps

Top Words in Tweet in G10:
[43] minister
[43] coronavirus
[37] bnodesk
[36] norway's
[36] prime
[36] restrictions
[36] lifted
[36] tomorrow
[36] time
[36] come

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1059] covid,19
[594] tage,inzidenz
[588] gesundheittäglich,aktuelle
[588] aktuelle,corona
[588] corona,zahlen
[588] erfahren,die
[588] die,neuesten
[588] neuesten,rki
[588] rki,daten
[588] daten,coronavirus

Top Word Pairs in Tweet in G1:
[588] gesundheittäglich,aktuelle
[588] aktuelle,corona
[588] corona,zahlen
[588] erfahren,die
[588] die,neuesten
[588] neuesten,rki
[588] rki,daten
[588] daten,coronavirus
[588] coronavirus,tage
[588] tage,inzidenz

Top Word Pairs in Tweet in G2:
[64] ayuso,mónica
[64] mónica,garcía
[64] garcía,nacho
[64] nacho,cano
[64] cano,25
[64] 25,triplicaba
[64] triplicaba,patrimonio
[64] patrimonio,usted
[64] usted,nunca
[64] nunca,conseguir

Top Word Pairs in Tweet in G3:
[108] documento,mostra
[108] mostra,laboratório
[108] laboratório,em
[108] buscou,aportes
[107] coronavírus,em
[106] aportes,criar
[106] criar,coronavírus
[106] em,morcegos
[63] em,wuhan
[63] wuhan,buscou

Top Word Pairs in Tweet in G4:
[30] 24,09
[30] 09,2021
[27] info,covid19
[27] covid19,24
[27] 2021,14
[25] #covidinfo,info
[24] 14,01
[15] surgeon,general
[9] covid,19
[8] salud,notifica

Top Word Pairs in Tweet in G5:
[58] people,serious
[58] serious,conditions
[58] conditions,waiting
[58] waiting,several
[58] several,weeks
[58] weeks,non
[58] non,covid
[58] covid,surgeries
[58] surgeries,many
[58] many,hospitals

Top Word Pairs in Tweet in G6:
[35] dr,joseph
[35] joseph,ladapo
[31] surgeon,general
[18] covid,vaccine
[18] speechless,attended
[18] attended,medical
[18] medical,school
[18] school,dr
[18] ladapo,shocked
[18] shocked,opposition

Top Word Pairs in Tweet in G7:
[16] pass,sanitaire
[15] pandémie,provoquée
[15] provoquée,par
[15] par,nouveau
[15] nouveau,coronavirus
[15] coronavirus,fait
[15] fait,moins
[15] moins,725
[15] 725,638
[15] 638,morts

Top Word Pairs in Tweet in G8:
[43] covid,19
[25] virus,update
[22] ap,virus
[17] against,covid
[13] portugal,nears
[13] nears,goal
[13] goal,fully
[13] fully,vaccinating
[13] vaccinating,85
[13] 85,population

Top Word Pairs in Tweet in G9:
[75] acquires,monoclonal
[60] biden,rationing
[57] stone,unturned
[57] unturned,desantis
[57] desantis,sidesteps
[57] sidesteps,biden
[57] rationing,acquires
[57] monoclonal,antibodies
[57] antibodies,drug
[57] drug,firm

Top Word Pairs in Tweet in G10:
[36] norway's,prime
[36] prime,minister
[36] minister,coronavirus
[36] coronavirus,restrictions
[36] restrictions,lifted
[36] lifted,tomorrow
[36] tomorrow,time
[36] time,come
[36] come,return
[36] return,normal

Top Replied-To
Top Replied-To in Entire Graph:
@coronavirus_dz
@business
@bag_ofsp_ufsp
@kamawti
@staifigi
@tnenforcement
@disclosetv
@jairbolsonaro
@ap
@wildmerman66

Top Replied-To in G2:
@albert_poux
@logicguy5

Top Replied-To in G4:
@jairbolsonaro
@quirinale
@koreagreece
@hamraahfdn
@prefet973
@krishna444_test
@verge
@engadget
@borisjohnson
@vonderleyen

Top Replied-To in G5:
@zerohedge
@nytimes
@mariabartiromo
@unfinishedthin1

Top Replied-To in G6:
@govrondesantis
@cnsnews
@christinapushaw
@lilacswansong
@miami_fl786

Top Replied-To in G7:
@bfmtv
@beerussamarange
@le_parisien
@rfi
@larem62
@jclagarde
@ericmassaud

Top Replied-To in G8:
@ap

Top Replied-To in G10:
@ctvnews

Top Mentioned
Top Mentioned in Entire Graph:
@jsolomonreports
@nytimes
@ap
@drkaanyl
@kylegriffin1
@iescolar
@japenwpkl
@revistaoeste
@mianrey
@masaru_kaneko

Top Mentioned in G1:
@hiremaidea
@nextbillion
@ap7am
@noticiasde_
@williamsnews24
@risksolutioncon
@ilmetauro
@ricardaboeving
@yass31547764
@housingitguy

Top Mentioned in G2:
@iescolar
@mianrey
@eldiarioes
@lasextatv
@alvisepf
@irecr
@ikaitor
@abalosmeco
@albert_poux
@congreso_es

Top Mentioned in G3:
@revistaoeste
@terrabrasilnot
@kublaik22711323
@raquelblak
@lsentoes1
@leonicemariana1
@monicamachado38
@plenonews
@evamanaus
@diretodaamerica

Top Mentioned in G4:
@drericding
@gobasturias
@biancajoanie
@nycmayor
@jnascim
@potus
@jairbolsonaro
@borisjohnson
@huffpost
@ministerosalute

Top Mentioned in G5:
@nytimes
@cnn
@wsj
@masslivenews
@alirogin
@foxbusiness
@uhhospitals
@cdcemergency
@morningsmaria
@ryanstruyk

Top Mentioned in G6:
@breitbartnews
@govrondesantis
@uche_blackstock
@kristina_wong
@drdenagrayson
@miamiherald
@charliecrist
@desjarlaistn04
@nikkifried
@ndn

Top Mentioned in G7:
@franceinfo
@afpfr
@lci
@lobs
@ap
@naphtalinelebon
@gregorovytch
@globalthings_io
@waltercitoyen
@titithebest4

Top Mentioned in G8:
@ap
@univision
@drtonyleachon
@mikebalsamo1
@wnyc
@jspikebudapest
@ap_corpcomm
@ap_top25
@drianweissman
@thehill

Top Mentioned in G9:
@jsolomonreports
@puffcowboy3prct
@breitbartnews

Top Mentioned in G10:
@bnodesk
@ctvnews
@ctv_avisfavaro
@erictopol
@dallasnews
@ameracadpeds
@alexandramaej
@hospitals4kids
@ourworldindata
@fuckedantivaxx1

Top Tweeters
Top Tweeters in Entire Graph:
@caraotadigital
@la_patilla
@tomthunkitsmind
@dolartoday
@rashidaldosari
@lasillarota
@manchan_sub_acc
@la_iguanatv
@jatirado
@falconhamada_90

Top Tweeters in G1:
@monicasloves
@informe21
@andyvermaut
@derekjohnbryant
@hagiwararyu11
@realblack212
@strawberryng
@caracolradio
@dev_discourse
@dlasamericas

Top Tweeters in G2:
@durobelinda
@1denmadrid
@pallaron12
@sevillforever
@antonovas
@cobraverde5
@lucybamban
@moncholab
@toripollo2014
@eldiarioes

Top Tweeters in G3:
@wellingtonmoura
@bolsomoroeneas
@marciap_rj
@ebudri
@mallowbr7
@maizanatal
@cidadgm1
@sergio07leite
@michaelglad
@marcosquezado1

Top Tweeters in G4:
@huffpost
@capitalfmkenya
@demiurgotuiter
@dianerocks52
@huffpostpol
@harvickgirl_4
@vankapro
@ninetyniners
@verge
@engadget

Top Tweeters in G5:
@katcapps
@frackhazreveal
@cnbc
@nytimes
@zerohedge
@apauckland
@cnn
@wsj
@bostonherald
@dprnesq

Top Tweeters in G6:
@cotey_mary
@njdoc
@beverlyfolkers
@carolymorrisse1
@aplebeianlife
@somuchtodo2
@miamiherald
@pbpost
@vmkellervanessa
@debrode

Top Tweeters in G7:
@7b73f39b85e1415
@bfmtv
@le_parisien
@afpfr
@ngourd
@sommelier50
@lemondefr
@vincentjappi
@rfi
@dom972joe

Top Tweeters in G8:
@evankirstel
@thehill
@govkhan
@loulachat
@docrocktex26
@ap
@nmitch
@clandersen
@queerthoughts
@1982jjessin

Top Tweeters in G9:
@joesixpacksays
@mpls55418
@nanamaryto8
@kjon1234561234
@dd93778941
@kraziekate6
@patriot_stefano
@katmur23
@billformor
@sophie55179587

Top Tweeters in G10:
@falconhamada_90
@rhiles2760
@courageousgirl2
@knight201701
@miquelcs00
@ctvnews
@donaldverger
@dallasnews
@malkyc01
@globalbizdynam1