Coronavirus, Twitter, 9/19/2021 12:42:43 PM, 262399


FAQ | Problem?

Coronavirus_2021-09-19_01-50-41.xlsx
Coronavirus_2021-09-19_01-50-41.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 19, 2021
Short Description:
Coronavirus via NodeXL https://bit.ly/3tUuCGA
@ap
@npr
@coronaupdatebot
@dlmluckytiger
@42sz40
@kremlinrussia_e
@jairbolsonaro
@laikongling
@missmaryjane03
@juliadavisnews

Top hashtags:
#coronavirus
#covid19
#covid_19
#covid
#últimahora
#venezuela
#corona
#mironews

Description:
Description
The graph represents a network of 8,938 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 Sunday, 19 September 2021 at 09:14 UTC.

The requested start date was Sunday, 19 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, 13-minute period from Wednesday, 15 September 2021 at 12:12 UTC to Friday, 17 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 : 8938
Unique Edges : 4237
Edges With Duplicates : 11815
Total Edges : 16052
Number of Edge Types : 5
Retweet : 5162
MentionsInRetweet : 6010
Tweet : 3016
Mentions : 1417
Replies to : 447
Self-Loops : 3077
Reciprocated Vertex Pair Ratio : 0.00465735196274118
Reciprocated Edge Ratio : 0.00927152317880795
Connected Components : 2338
Single-Vertex Connected Components : 977
Maximum Vertices in a Connected Component : 2621
Maximum Edges in a Connected Component : 5858
Maximum Geodesic Distance (Diameter) : 25
Average Geodesic Distance : 9.32854
Graph Density : 9.45180696390609E-05
Modularity : 0.528063
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 8,938 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 Sunday, 19 September 2021 at 09:14 UTC.

The requested start date was Sunday, 19 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, 13-minute period from Wednesday, 15 September 2021 at 12:12 UTC to Friday, 17 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:
[77] https://www.elmundo.es/espana/2021/09/16/6142f647e4d4d890368b4655.html?cid=BESOCYEM01&utm_source=twitter&utm_medium=social_besocy&utm_campaign=BESOCYEM01
[67] https://www.eldiario.es/sociedad/ultima-hora-coronavirus-actualidad-politica-16-septiembre_6_8307175_1077324.html
[31] https://www.ctvnews.ca/health/coronavirus/inside-an-ontario-icu-where-the-covid-19-patients-are-largely-young-and-all-unvaccinated-1.5587419
[31] https://trib.al/rIYGVZg
[27] https://www.foxnews.com/media/fire-chief-suing-oregon-for-coronavirus-vaccine-mandate-says-hes-willing-to-sacrifice-job
[26] https://www.ctvnews.ca/health/coronavirus/inside-an-ontario-icu-where-the-covid-19-patients-are-largely-young-and-all-unvaccinated-1.5587419?cid=sm%3Atrueanthem%3A%7B%7Bcampaignname%7D%7D%3Atwitterpost%E2%80%8B&taid=61433551ad296e0001f92385&utm_campaign=trueAnthem%3A+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[25] https://www.timesofisrael.com/health-ministry-chief-says-coronavirus-spread-reaching-record-heights/
[24] https://twitter.com/search?q=%23Coronavirus%20%23Covid19%20%23Covid_19%20%23SARSCoV2%20%23covid19world&src=typed_query&f=top
[23] https://www.npr.org/sections/coronavirus-live-updates/2021/09/17/1037011493/covid-national-mall-white-flags-art-exhibit-memorial-pandemic-dead?utm_source=dlvr.it&utm_medium=twitter
[21] https://www.cnn.com/2021/09/15/health/us-coronavirus-wednesday/index.html

Top URLs in Tweet in G1:
[9] https://www.cnbc.com/2021/09/17/coronavirus-delays-in-return-to-office-hit-midtown-nyc-restaurants.html?utm_source=dlvr.it&utm_medium=twitter
[6] https://www.thedailystar.net/health/disease/coronavirus/fallouts-fightback/vaccine/news/5-million-sinopharm-vaccines-be-dispensed-incepta-plant-month-mou-signed-2153496
[6] https://www.cnn.com/2021/09/15/health/us-coronavirus-wednesday/index.html
[5] https://www.thedailystar.net/health/disease/coronavirus/fallouts-fightback/vaccine/news/bangladesh-plans-vaccinate-5-million-rmg-workers-sept-end-commerce-minister-says-2156116
[5] https://fij.info/coronavirus-feature/overseas#tempo0211
[4] https://coronavirus.jhu.edu/map.html
[4] https://www.ctvnews.ca/health/coronavirus/inside-an-ontario-icu-where-the-covid-19-patients-are-largely-young-and-all-unvaccinated-1.5587419
[4] https://www3.nhk.or.jp/news/special/coronavirus/data/
[4] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fd41586-021-02519-1
[3] https://noti-america.com/

Top URLs in Tweet in G2:
[10] https://gazetabrasil.com.br/especiais/coronavirus/2021/09/16/cerca-de-10-mil-transplantes-deixam-de-ser-realizados-no-pais/
[2] https://gazetabrasil.com.br/especiais/coronavirus/2021/09/15/covid-19-df-comeca-a-vacinar-adolescentes-de-14-e-15-anos/
[1] https://criticanacional.com.br/2021/09/14/governo-da-florida-aplicara-multas-em-agencias-governamentais-que-exigirem-comprovante-de-vacinacao-contra-coronavirus/
[1] https://www.sbtnews.com.br/noticia/governo/180398-calunia-e-crime-diz-ministro-da-cgu-apos-fala-do-presidente-da-cpi
[1] https://www.sbtnews.com.br/noticia/coronavirus/180394-pais-registra-mais-800-mortes-e-14780-casos-de-covid19-em-24-horas

Top URLs in Tweet in G3:
[4] http://www.ins.gov.co/Noticias/Paginas/Coronavirus.aspx
[4] https://www.npr.org/sections/coronavirus-live-updates/2021/05/06/994287048/new-study-estimates-more-than-900-000-people-have-died-of-covid-19-in-u-s&sa=U&ved=2ahUKEwiB2rvtr4LzAhU2ElkFHVluBvkQFnoECAMQAg&usg=AOvVaw295yGZC0DQ7PMFPbA3WrG6
[3] https://www.oecd.org/coronavirus/en/education-equity
[3] https://ig.ft.com/coronavirus-chart/
[2] https://www.deccanchronicle.com/opinion/columnists/150320/caste-kills-more-in-india-than-coronavirus.html
[1] https://www.wral.com/coronavirus/unc-alumni-staff-students-form-coalition-to-defend-university-s-autonomy/19878860/
[1] https://www.miamiherald.com/news/coronavirus/article254263558.html

Top URLs in Tweet in G4:
[13] https://trib.al/DM6EjTQ
[13] https://www.theguardian.com/politics/live/2021/sep/16/boris-johnson-new-cabinet-updated-covid-travel-rules-live-coronavirus-red-green-list-latest-updates?CMP=twt_gu&utm_source=Twitter&utm_medium#Echobox=1631880235
[8] https://trib.al/TgX3Gn7
[8] https://www.ndtv.com/india-news/coronavirus-over-1-crore-vaccinations-and-counting-as-india-crosses-milestone-for-fourth-time-in-less-than-a-month-2544039
[5] http://www.thenationalnews.com/uae/coronavirus
[3] https://www.washingtonpost.com/travel/2021/08/04/delta-variant-cancel-travel/?utm_source=twitter&utm_medium=acq-nat&utm_campaign=runway-2021&utm_content=travel-deltaquestions-runway
[3] https://www.indiatoday.in/science/story/coronavirus-sars-covid-19-china-lockdown-bats-spillover-1853578-2021-09-16
[3] https://www.jpost.com/health-and-wellness/coronavirus/israel-to-ease-travel-through-eus-digital-covid-passport-program-679579
[2] https://trib.al/oWWNwSJ
[2] https://www.today.ng/news/nigeria/coronavirus-anambra-moves-counter-false-narratives-vaccines-388599

Top URLs in Tweet in G5:
[9] https://who13.com/news/coronavirus/iowa-impacts/in-need-of-a-covid-19-test-ankeny-man-creates-test-hunter-website-to-help/?utm_campaign=socialflow&utm_medium=referral&utm_source=t.co
[5] https://www.cnn.com/2021/09/15/health/us-coronavirus-wednesday/index.html
[3] https://apps.texastribune.org/features/2020/texas-coronavirus-cases-map/?utm_campaign=trib-social&utm_content=1631835953&utm_medium=social&utm_source=twitter
[3] https://www.npr.org/2021/09/16/1037987107/idaho-rations-health-care-statewide-covid-19-coronavirus-hospital
[3] https://news.google.com/articles/CAIiELJHHMKaYXsB3Fp9257rGYUqGQgEKhAIACoHCAowocv1CjCSptoCMIrUpgU?hl=en-US&gl=US&ceid=US%3Aen
[2] https://apps.texastribune.org/features/2020/texas-coronavirus-cases-map/
[2] https://www.latimes.com/california/story/2021-09-15/california-recall-results-newsom-coronavirus-vaccination-rates
[2] https://www.texastribune.org/2021/09/14/coronavirus-texas-vaccine-second-dose/?utm_campaign=trib-social-buttons&utm_source=twitter&utm_medium=social
[2] https://www.npr.org/sections/coronavirus-live-updates/2021/09/17/1037011493/covid-national-mall-white-flags-art-exhibit-memorial-pandemic-dead?utm_source=dlvr.it&utm_medium=twitter
[2] https://www.cnn.com/interactive/2020/health/coronavirus-questions-answers/?utm_source=dlvr.it&utm_medium=twitter#when-can-kids-younger-than-age-12-start-getting-vaccinated

Top URLs in Tweet in G6:
[7] https://www.timesofisrael.com/health-ministry-chief-says-coronavirus-spread-reaching-record-heights/
[4] https://www.20minutes.fr/monde/3125687-20210916-coronavirus-italie-veut-generaliser-pass-sanitaire-tous-lieux-travail?utm_term=Autofeed&xtref=twitter.com&utm_medium=Social&utm_source=Twitter#Echobox=1631794834
[3] https://www.francetvinfo.fr/sante/maladie/coronavirus/pres-de-50-millions-de-masques-contre-le-covid-19-bientot-distribues-aux-plus-precaires_4773279.html
[3] https://www.lci.fr/societe/covid-19-coronavirus-pandemie-obligation-vaccinale-des-soignants-340-agents-suspendus-par-l-ap-hp-2196440.html?utm_medium=Social&utm_source=Twitter&Echobox=1631790165#xtor=CS5-113
[3] https://www.lci.fr/societe/olivier-veran-emmanuel-macron-coronavirus-covid-19-vers-un-allegement-des-restrictions-prochainement-en-france-2196431.html?utm_medium=Social&utm_source=Twitter&Echobox=1631785402#xtor=CS5-113
[3] https://pwchyt.awsvpni.com/2021/09/16/putin-revela-que-varias-decenas-de-personas-en-su-entorno-estan-contagiadas-con-coronavirus/
[2] https://www.francetvinfo.fr/sante/maladie/coronavirus/je-ne-peux-pas-appliquer-la-loi-au-chu-de-guadeloupe-74-du-personnel-non-medical-n-est-pas-vaccine_4774333.html#xtor=CS2-765-[twitter]-
[2] https://www.laprovence.com/actu/en-direct/6492756/coronavirus-pres-de-3-300-classes-fermees-en-france-annonce-leducation-nationale.html#xtor=Nonli
[2] https://www.20minutes.fr/societe/3124795-20210915-coronavirus-oui-decret-application-relatif-obligation-vaccinale-soignants-bien-publie
[2] https://www.20minutes.fr/sante/3124743-20210915-coronavirus-o-vaccination-soignants-premier-jour-obligation?utm_term=Autofeed&xtref=twitter.com&utm_medium=Social&utm_source=Twitter#Echobox=1631707680

Top URLs in Tweet in G7:
[3] https://www.cnn.com/2021/09/15/health/us-coronavirus-wednesday/index.html
[3] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/different-vaccines/mrna.html
[2] https://www.miamiherald.com/news/coronavirus/article254317803.html
[2] https://trib.al/vHc5KgG
[2] https://www.usnews.com/news/health-news/articles/2021-05-06/analysis-half-of-global-coronavirus-deaths-unreported
[1] https://www.thedailybeast.com/laura-loomer-who-once-said-bad-fajitas-were-worse-than-covid-says-shes-tested-positive?via=twitter_page
[1] https://www.thedailybeast.com/hunter-pepper-unvaxed-teen-councilman-who-attacked-mask-mandates-now-battling-terrible-covid-pneumonia?via=twitter_page
[1] https://www.sun-sentinel.com/coronavirus/fl-ne-florida-coronavirus-data-trends-thursday-sept16-20210916-ay4r4wsghngzxexbejbj7grbmq-story.html
[1] https://www.washingtonpost.com/politics/2021/08/06/why-we-can-be-confident-that-surge-coronavirus-cases-isnt-fault-immigrants/
[1] https://www.npr.org/2021/09/15/1037410464/us-immigrant-visa-applicant-coronavirus-covid-vaccine

Top URLs in Tweet in G8:
[24] https://www.ctvnews.ca/health/coronavirus/inside-an-ontario-icu-where-the-covid-19-patients-are-largely-young-and-all-unvaccinated-1.5587419?cid=sm%3Atrueanthem%3A%7B%7Bcampaignname%7D%7D%3Atwitterpost%E2%80%8B&taid=61433551ad296e0001f92385&utm_campaign=trueAnthem%3A+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[23] https://www.ctvnews.ca/health/coronavirus/inside-an-ontario-icu-where-the-covid-19-patients-are-largely-young-and-all-unvaccinated-1.5587419
[13] https://www.ctvnews.ca/health/coronavirus/inside-an-ontario-icu-where-the-covid-19-patients-are-largely-young-and-all-unvaccinated-1.5587419?cid=sm%3Atrueanthem%3A%7B%7Bcampaignname%7D%7D%3Atwitterpost%E2%80%8B&taid=6142b6d018303d0001f499b6&utm_campaign=trueAnthem%3A+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[3] https://www.ctvnews.ca/health/coronavirus/cuba-begins-vaccinating-children-as-young-as-2-1.5589071?cid=sm%3Atrueanthem%3A%7B%7Bcampaignname%7D%7D%3Atwitterpost%E2%80%8B&taid=61445593a5c42200013c44fe&utm_campaign=trueAnthem%3A+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[3] https://www.ctvnews.ca/health/coronavirus/inside-an-ontario-icu-where-the-covid-19-patients-are-largely-young-and-all-unvaccinated-1.5587419?cid=sm%3Atrueanthem%3A%7B%7Bcampaignname%7D%7D%3Atwitterpost%E2%80%8B&taid=6142f608ea02a30001b0fa3c&utm_campaign=trueAnthem%3A+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[3] https://www.ctvnews.ca/health/coronavirus/1-in-every-500-u-s-residents-have-died-of-covid-19-1.5588917?cid=sm%3Atrueanthem%3A%7B%7Bcampaignname%7D%7D%3Atwitterpost%E2%80%8B&taid=614435f1e56df4000174c577&utm_campaign=trueAnthem%3A+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[2] https://www.ctvnews.ca/health/coronavirus/cuba-begins-vaccinating-children-as-young-as-2-1.5589071?cid=sm:trueanthem:ctvnews:twittermanualpost&taid=6143f92a137ff00001e56c09&utm_campaign=trueAnthem:+New+Content+(Feed)&utm_medium=trueAnthem&utm_source=twitter
[2] https://www.ctvnews.ca/health/coronavirus/florida-surpasses-50k-covid-deaths-after-battling-delta-wave-1.5588627?cid=sm:trueanthem:ctvnews:twittermanualpost&taid=6143c41b137ff00001e524dd&utm_campaign=trueAnthem:+New+Content+(Feed)&utm_medium=trueAnthem&utm_source=twitter
[1] https://globalnews.ca/news/8192486/alberta-covid-19-coronavirus-update-september-15/?utm_medium=Twitter&utm_source=%40globalnews
[1] https://www.washingtonpost.com/nation/2021/09/15/us-immigrants-coronavirus-vaccine/

Top URLs in Tweet in G9:
[27] https://www.foxnews.com/media/fire-chief-suing-oregon-for-coronavirus-vaccine-mandate-says-hes-willing-to-sacrifice-job
[7] https://www.breitbart.com/politics/2021/09/15/democrats-reject-plan-to-mandate-coronavirus-vaccines-for-immigrants/
[4] https://www.metrotimes.com/news-hits/archives/2021/08/13/dhhs-98-of-michigan-covid-19-cases-are-from-unvaccinated-or-not-fully-vaccinated-people
[4] https://www.wkyc.com/article/news/health/coronavirus/dewine-covid-19-hospitalization-numbers-vaccine/95-1b7dd69b-eb54-4db4-8b85-d6bb07ebb29f
[4] https://www.ktvb.com/article/news/health/coronavirus/98-precent-covid-19-cases-are-unvaccinated-patient-central-district-health-idaho/277-348e2f33-59fc-4ed1-babc-617d972277a6
[4] https://www.wishtv.com/news/coronavirus/unvaccinated-hoosiers-make-up-98-of-covid-19-cases-in-indiana/
[4] https://medicalpartnership.usg.edu/covid-19-staggering-statistic-98-to-99-of-americans-dying-are-unvaccinated/
[3] https://www.foxnews.com/media/dr-makary-cdc-guidance-chickenpox-vaccine-coronavirus
[2] https://www.foxnews.com/media/jon-stewart-coronavirus-lab-leak-theory
[2] https://www.foxnews.com/politics/desantis-biden-florida-monoclonal-antibodies-coronavirus

Top URLs in Tweet in G10:
[4] http://factcheck.afp.com/gargling-antiseptic-does-not-prevent-coronavirus-health-experts-say
[3] https://apnews.com/article/lifestyle-health-media-social-media-coronavirus-pandemic-cb9d23a531ed796aa684e62b9972eea4
[2] https://apnews.com/article/science-health-education-coronavirus-pandemic-kentucky-e8ba410469234144974757e4cc3a6979
[2] https://apnews.com/article/health-coronavirus-pandemic-vietnam-hanoi-2eb79f938c480276dfd48b2865b301cf
[2] https://bangordailynews.com/2021/09/15/news/7-more-mainers-have-died-and-another-778-coronavirus-cases-reported-across-the-state-0vzoa9n507wn/
[2] https://apnews.com/article/russia-vladimir-putin-isolation-coronavirus-pandemic-f842e18bbb1bcb7090aa84de9b42951e
[1] http://trib.al/aa5rqBk
[1] http://trib.al/8lwex6M
[1] http://trib.al/waujndD
[1] http://trib.al/xSRF4ov

Top Domains
Top Domains in Tweet in Entire Graph:
[232] news.de
[128] trib.al
[112] twitter.com
[108] reuters.com
[100] eldiario.es
[99] co.uk
[99] elmundo.es
[98] ctvnews.ca
[67] com.au
[62] npr.org

Top Domains in Tweet in G1:
[232] news.de
[42] co.uk
[31] patch.com
[29] twitter.com
[20] com.ar
[19] gov.uk
[17] com.br
[15] cnn.com
[14] apnews.com
[14] npr.org

Top Domains in Tweet in G2:
[15] com.br

Top Domains in Tweet in G3:
[4] gov.co
[4] npr.org
[3] oecd.org
[3] ft.com
[2] deccanchronicle.com
[1] wral.com
[1] miamiherald.com

Top Domains in Tweet in G4:
[27] trib.al
[15] theguardian.com
[8] ndtv.com
[7] nydailynews.com
[5] indiatoday.in
[5] thenationalnews.com
[4] washingtonpost.com
[4] andina.pe
[4] jpost.com
[3] wapo.st

Top Domains in Tweet in G5:
[12] who13.com
[9] cnn.com
[7] texastribune.org
[5] trib.al
[5] npr.org
[3] google.com
[2] n.pr
[2] latimes.com
[2] nyti.ms
[1] bit.ly

Top Domains in Tweet in G6:
[13] francetvinfo.fr
[9] 20minutes.fr
[7] timesofisrael.com
[6] lci.fr
[3] association-victimes-coronavirus-france.org
[3] ouest-france.fr
[3] awsvpni.com
[2] laprovence.com
[1] twitter.com
[1] bit.ly

Top Domains in Tweet in G7:
[3] thedailybeast.com
[3] miamiherald.com
[3] cnn.com
[3] cdc.gov
[2] npr.org
[2] apnews.com
[2] trib.al
[2] usnews.com
[1] sun-sentinel.com
[1] washingtonpost.com

Top Domains in Tweet in G8:
[75] ctvnews.ca
[1] globalnews.ca
[1] washingtonpost.com
[1] hamilton.ca
[1] cnn.com

Top Domains in Tweet in G9:
[36] foxnews.com
[14] breitbart.com
[6] dailycaller.com
[4] metrotimes.com
[4] wkyc.com
[4] ktvb.com
[4] wishtv.com
[4] usg.edu
[2] trib.al
[2] timesnownews.com

Top Domains in Tweet in G10:
[20] trib.al
[15] apnews.com
[4] afp.com
[3] bangordailynews.com
[1] nytimes.com
[1] idahostatesman.com
[1] apple.news
[1] whas11.com
[1] bit.ly
[1] texastribune.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[874] coronavirus
[660] covid19
[169] covid_19
[104] covid
[83] últimahora
[82] venezuela
[60] corona
[46] mironews
[42] vaccination
[34] vaccine



Top Hashtags in Tweet in G1:
[236] coronavirus
[125] covid19
[29] covid
[24] corona
[16] covidー19
[15] covid_19
[14] vaccine
[12] covid19vaccination
[11] bangladesh
[11] bangladeshfightscorona

Top Hashtags in Tweet in G2:
[5] omaraziz
[5] rosário
[4] brasil
[2] sbtnews
[2] coronavirus
[1] nervosinho
[1] cpi

Top Hashtags in Tweet in G3:
[7] reportecovid19
[3] oecdeag
[2] covid19
[2] deathsantis
[1] demvoice1
[1] getvaccinated
[1] wearamask

Top Hashtags in Tweet in G4:
[11] covid19
[9] india
[9] coronavirus
[8] israel
[7] maharashtra
[7] covid
[5] italy
[5] breaking
[4] mumbai
[4] andinaenglish

Top Hashtags in Tweet in G5:
[2] txlege
[1] wakeup
[1] wakeupeverybody
[1] wakeuplosangeles
[1] fridaymorning
[1] mainstreammedia
[1] news
[1] covid19
[1] corona
[1] coronavirus

Top Hashtags in Tweet in G6:
[24] covid19
[16] coronavirus
[9] covid_19
[8] infografía
[7] passsanitaire
[7] macron
[6] confinement
[6] buzyn
[5] afp
[4] soignants

Top Hashtags in Tweet in G7:
[1] deathsantis
[1] gopbetrayedamerica
[1] desantisfailedflorida
[1] floridasvietnam

Top Hashtags in Tweet in G8:
[9] unvaccinated
[3] hamont
[2] icu
[1] ecmo
[1] cdnpoli
[1] healthcare
[1] vaccination
[1] covid
[1] onpoli
[1] vaccineswork

Top Hashtags in Tweet in G9:
[1] florida
[1] covid19
[1] bidenisadisgrace
[1] bidenliedpeopledied
[1] desantis
[1] foxnews
[1] unvaccinated
[1] unmasked

Top Hashtags in Tweet in G10:
[2] covid19
[2] getvaccinatednow
[2] coronavirus
[1] frenchlaundry
[1] californiarecallelection
[1] trumpism
[1] mileg
[1] syriza
[1] ahpv
[1] zika

Top Words
Top Words in Tweet in Entire Graph:
[3256] coronavirus
[2136] covid
[1478] 19
[870] #coronavirus
[678] vaccine
[654] #covid19
[486] em
[451] people
[448] 24
[439] mais

Top Words in Tweet in G1:
[690] coronavirus
[263] covid
[258] corona
[255] die
[236] #coronavirus
[235] aktuelle
[235] inzidenz
[234] tage
[233] rki
[233] zahlen

Top Words in Tweet in G2:
[397] em
[396] covid
[387] 19
[383] govbr
[383] brasil
[382] autorizou
[382] repasse
[382] mais
[382] bilhão
[382] custeio

Top Words in Tweet in G3:
[196] kniggem
[191] 000
[191] one
[191] person
[191] died
[191] coronavirus
[190] sea
[190] 650
[190] white
[190] flags

Top Words in Tweet in G4:
[117] coronavirus
[44] washingtonpost
[42] covid
[29] cases
[28] against
[28] one
[27] vaccine
[26] people
[25] record
[25] crore

Top Words in Tweet in G5:
[146] cnn
[80] vaccine
[72] officials
[72] united
[72] states
[71] analysis
[71] johns
[71] hopkins
[71] university
[70] debate

Top Words in Tweet in G6:
[59] franceinfo
[44] non
[44] vacciné
[41] guadeloupe
[36] peux
[36] appliquer
[36] loi
[36] chu
[36] 74
[36] personnel

Top Words in Tweet in G7:
[172] anti
[110] coronavirus
[102] laura
[102] loomer
[99] muslim
[93] thedailybeast
[80] vaccine
[73] far
[73] right
[72] conspiracy

Top Words in Tweet in G8:
[113] icu
[108] covid
[107] inside
[97] 19
[97] patients
[94] young
[93] unvaccinated
[92] ontario
[89] largely
[55] ctvnews

Top Words in Tweet in G9:
[112] coronavirus
[64] breitbartnews
[57] biden
[54] week
[49] administration
[49] treatment
[48] antibody
[47] lifesaving
[47] florida
[46] shock

Top Words in Tweet in G10:
[89] ap
[43] health
[41] coronavirus
[38] covid
[23] virus
[23] european
[22] 19
[20] surge
[20] more
[20] vaccines

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1413] covid,19
[385] leitos,uti
[384] uti,covid
[382] govbr,autorizou
[382] autorizou,repasse
[382] repasse,mais
[382] mais,bilhão
[382] bilhão,custeio
[382] custeio,24
[382] 24,614

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

Top Word Pairs in Tweet in G2:
[387] covid,19
[382] govbr,autorizou
[382] autorizou,repasse
[382] repasse,mais
[382] mais,bilhão
[382] bilhão,custeio
[382] custeio,24
[382] 24,614
[382] 614,leitos
[382] leitos,uti

Top Word Pairs in Tweet in G3:
[191] person,died
[191] died,coronavirus
[190] sea,650
[190] 650,000
[190] 000,white
[190] white,flags
[190] flags,one
[190] one,person
[190] coronavirus,taking
[190] taking,shape

Top Word Pairs in Tweet in G4:
[23] record,crore
[23] crore,jabs
[23] jabs,far
[23] far,government
[23] government,aims
[23] aims,birthday
[23] birthday,gift
[23] gift,pm
[18] covid,19
[18] live,news

Top Word Pairs in Tweet in G5:
[72] united,states
[71] johns,hopkins
[71] hopkins,university
[70] officials,united
[70] states,debate
[70] debate,vaccine
[70] vaccine,boosters
[70] boosters,requirements
[70] requirements,cnn
[70] cnn,analysis

Top Word Pairs in Tweet in G6:
[36] peux,appliquer
[36] appliquer,loi
[36] loi,chu
[36] chu,guadeloupe
[36] guadeloupe,74
[36] 74,personnel
[36] personnel,non
[36] non,médical
[36] médical,n'est
[36] n'est,vacciné

Top Word Pairs in Tweet in G7:
[102] laura,loomer
[99] anti,muslim
[73] far,right
[73] right,anti
[72] muslim,anti
[72] anti,vaccine
[72] vaccine,conspiracy
[72] conspiracy,theorist
[72] theorist,laura
[72] loomer,tested

Top Word Pairs in Tweet in G8:
[97] covid,19
[92] inside,ontario
[89] ontario,icu
[89] icu,covid
[89] 19,patients
[89] patients,largely
[87] largely,young
[87] young,unvaccinated
[37] ctvnews,inside
[33] watch,look

Top Word Pairs in Tweet in G9:
[48] antibody,treatment
[47] biden,administration
[47] lifesaving,coronavirus
[47] coronavirus,antibody
[47] treatment,florida
[46] shock,biden
[46] administration,week
[46] week,slashed
[46] slashed,doses
[46] doses,lifesaving

Top Word Pairs in Tweet in G10:
[22] covid,19
[17] european,union
[16] health,care
[14] care,rationing
[13] virus,update
[12] pope,francis
[12] francis,understand
[12] understand,people
[12] people,refuse
[12] refuse,take

Top Replied-To
Top Replied-To in Entire Graph:
@govrondesantis
@doodles2031
@jlitwinetz
@vicgovdh
@wingedcreature7
@donwinslow
@marybethpf
@amatuzon
@repthomasmassie
@ap

Top Replied-To in G2:
@eduardopaes
@lourdes31182119

Top Replied-To in G3:
@kniggem
@habibkhant
@calxandr

Top Replied-To in G4:
@meidastouch

Top Replied-To in G5:
@mamarti57406651

Top Replied-To in G6:
@le_parisien
@ouestfrance
@laprovence
@franceinfo
@balancetonpost

Top Replied-To in G7:
@govrondesantis
@doodles2031
@donwinslow

Top Replied-To in G8:
@spacecadet2016

Top Replied-To in G9:
@marybethpf
@buddylo21034073
@eddie_shamoon
@chrisbe83172131
@redbird725
@foxnews
@breitbartnews

Top Replied-To in G10:
@ap
@jclaudia1
@cgtnfrancais

Top Mentioned
Top Mentioned in Entire Graph:
@govbr
@jairbolsonaro
@kniggem
@thedailybeast
@ap
@cnn
@elmundoes
@libertad003
@lsferguson
@breitbartnews

Top Mentioned in G1:
@vimianzo15129
@cassandraoccupy
@hiremaidea
@newsflash_tf
@o_franco_aleman
@dcbat
@astartiel
@respuestasveg4n
@nataliajunquera
@stw_ics

Top Mentioned in G2:
@govbr
@jairbolsonaro
@sigagazetabr
@criticanac
@sbtnews
@brazilfight
@depeduardocunha
@micheltemer

Top Mentioned in G3:
@kniggem
@sbfirstenberg
@oecdeduskills
@adamsearing
@minsaludcol
@sarni66
@phillipsoninst
@calxandr
@iused2bakecakes
@ap

Top Mentioned in G4:
@washingtonpost
@guardian
@kiranshaw
@nydailynews
@indiatoday
@jerusalem_post
@9newsaus
@pankajcreates
@manilabulletin
@sruhle

Top Mentioned in G5:
@cnn
@npr
@friendeden100
@who13news
@kylegriffin1
@texastribune
@ohiocapjournal
@latimes
@dmregister
@gavinnewsom

Top Mentioned in G6:
@franceinfo
@assocovid
@lci
@krieger66362259
@afpespanol
@blouseblanche75
@timesofisrael
@20minutes
@nicolaspichot6
@les_tas

Top Mentioned in G7:
@thedailybeast
@ztpetrizzo
@govrondesantis
@mpolymer
@peterschorschfl
@debdrens
@donwinslow
@sunsentinel
@stopgqp
@kevincate

Top Mentioned in G8:
@ctvnews
@colindmello
@ctv_avisfavaro
@ctvtoronto
@cousins_ben
@ctv
@hamh
@hamhealthsci
@cpho_canada
@bulldoghill

Top Mentioned in G9:
@breitbartnews
@foxnews
@justin_hart
@dailycaller
@eagleeyeflyer
@buddylo21034073
@badpenn64739678
@cw04819544
@coliri2
@slimpepper

Top Mentioned in G10:
@ap
@ap_europe
@brontyman
@kremlinrussia_e
@maddowblog
@govandybeshear
@afpfactcheck
@khnews
@davideggert00
@williamdavidlai

Top Tweeters
Top Tweeters in Entire Graph:
@caraotadigital
@kakusan_rt
@ja8yum
@infoitinterno
@tomthunkitsmind
@el_cooperante
@mrdjones
@knewz_currently
@dolartoday
@contrapuntovzla

Top Tweeters in G1:
@infoitinterno
@el_cooperante
@knewz_currently
@berkleybearnews
@kamzou08
@portaldiarioar
@newsoneplace
@vonivar
@breinguash
@eldiario

Top Tweeters in G2:
@c_acfreitas
@nusaalex
@joseramonrussia
@dvdnasc
@victortamoios
@royamasaki_
@djan00392004
@mbwander
@2015fmbs
@arobertosa

Top Tweeters in G3:
@britpoptarts
@metaquest
@freeandclear1
@alephsmom
@mitsukajimaya
@shellitweetz
@nitemists
@sherijr
@hoosier47906
@tina12312

Top Tweeters in G4:
@orgetorix
@httweets
@indiatoday
@ndtv
@manilabulletin
@coronaupdatebot
@guardian
@jmhamiltonblog
@al_maldives
@agencia_andina

Top Tweeters in G5:
@sddphoto
@morgfair
@deathtocrazy
@gumboqueen3030
@cece_23spalding
@igallupd
@amb0306
@passarelliallan
@samlitzinger
@latimes

Top Tweeters in G6:
@naylemendoza
@sol121nadia
@le_parisien
@lau68951920
@20minutes
@ouestfrance
@redragon974
@delalande72
@dailymailuk
@pierre_1er

Top Tweeters in G7:
@solutioneer72
@teshawnedmonds
@theresamax
@enrico056
@loulachat
@aprylsmithts
@grannynannynews
@weskusgogga
@fiyasturm
@thequinningteam

Top Tweeters in G8:
@chilhon2016lap
@bulldoghill
@kathy73921688
@smittycanada1
@holybullies
@jeffreyluscombe
@ctvnews
@pasqualiba
@globalnews
@eflorian10

Top Tweeters in G9:
@chris_1791
@foxnews
@webb_carrie
@dailycaller
@ogoriginalgoat
@dwbirddee
@tea4gunssc
@buford330leon
@loopyloo305
@cjhanselman

Top Tweeters in G10:
@cagney1991
@govkhan
@laki0814
@brontyman
@annoula64
@girlzinger
@pushandpulljlm
@brandonmscales
@mel_storni
@flyhyland