Coronavirus, Twitter, 12/31/2021 1:57:17 PM, 269261


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Coronavirus_2021-12-31_01-38-37.xlsx
Coronavirus_2021-12-31_01-38-37.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
December 31, 2021
Short Description:
Coronavirus via NodeXL https://bit.ly/3EV00sN
@nhsuk
@ukcovid19stats
@saffiya_khan1
@spectatorindex
@henriklubo
@jujuliagrace
@franceinfo
@skynews
@thisiphone1
@fitterhappieraj

Top hashtags:
#coronavirus
#covid19
#omicron
#covid_19
#covid
#新型コロナウイルス
#vaccine

Description:
Description
The graph represents a network of 9,201 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 Friday, 31 December 2021 at 10:03 UTC.

The requested start date was Friday, 31 December 2021 at 01:01 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 Tuesday, 28 December 2021 at 12:13 UTC to Thursday, 30 December 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 : 9201
Unique Edges : 4139
Edges With Duplicates : 12155
Total Edges : 16294
Number of Edge Types : 5
Retweet : 5357
MentionsInRetweet : 5924
Tweet : 3145
Replies to : 430
Mentions : 1438
Self-Loops : 3212
Reciprocated Vertex Pair Ratio : 0.00481563015960374
Reciprocated Edge Ratio : 0.00958510201287142
Connected Components : 2583
Single-Vertex Connected Components : 1026
Maximum Vertices in a Connected Component : 2265
Maximum Edges in a Connected Component : 5122
Maximum Geodesic Distance (Diameter) : 38
Average Geodesic Distance : 14.0968
Graph Density : 8.62737037089541E-05
Modularity : 0.513211
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 9,201 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 Friday, 31 December 2021 at 10:03 UTC.

The requested start date was Friday, 31 December 2021 at 01:01 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 Tuesday, 28 December 2021 at 12:13 UTC to Thursday, 30 December 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:
[118] https://newsdigest.jp/pages/coronavirus/
[45] https://scottishparliament.tv:443/
[39] https://coronavirus-yellowcard.mhra.gov.uk/
[34] http://obamaschannel.blogspot.com/2021/12/lo-mejor-de-la-navidad.html?m=1
[32] https://trib.al/3b1iyQZ
[20] https://portal-coronavirus.gba.gob.ar/puntos-de-testeo-covid-19
[18] https://news.sky.com/story/covid-19-great-concern-amid-shortage-of-coronavirus-tests-before-new-years-eve-parties-as-system-may-need-to-be-constrained-further-12506244
[18] https://www.lci.fr/societe/covid-19-coronavirus-pandemie-epidemie-la-piste-d-une-quatrieme-dose-derappel-de-vaccin-est-sur-la-table-affirme-alain-fischer-2205782.html?utm_medium=Social&utm_source=Twitter&Echobox=1640773307#xtor=CS5-113
[15] https://www.abc.es/sociedad/abci-coronavirus-portugal-exime-tests-y-mascarillas-largo-todo-2022-202112291904_noticia.html#vca=rrss&vmc=abc-es&vso=tw&vli=cm-general&_tcode=aW9vbHM1
[14] https://www.rtlnieuws.nl/nieuws/nederland/artikel/5277657/sneltest-omikronvariant-coronavirus-covid-19-liveblog-lockdown

Top URLs in Tweet in G1:
[12] https://news.sky.com/story/covid-19-great-concern-amid-shortage-of-coronavirus-tests-before-new-years-eve-parties-as-system-may-need-to-be-constrained-further-12506244
[5] https://www.instagram.com/accounts/login/
[5] https://news.sky.com/story/covid-news-live-uk-latest-no-new-coronavirus-restrictions-before-new-year-omicron-cases-hospitalisations-12469075
[5] https://spectrumlocalnews.com/nc/charlotte/news/2020/03/10/n-c--latest--coronavirus?cid=id-app15_m-share_s-web_cmp-app_launch_august2020_c-producer_posts_po-organic
[4] https://www3.nhk.or.jp/news/special/coronavirus/data/
[4] https://www.orlandosentinel.com/coronavirus/os-ne-coronavirus-orange-update-12-28-20211228-3xmrumwt45gllkym5su6jz26nq-story.html
[4] https://www.tagesschau.de/inland/innenpolitik/coronavirus-impfstoff-spenden-101.html
[3] https://apnews.com/article/coronavirus-pandemic-health-religion-israel-public-health-c9effd3aa5bec1bdaa00b1e2ae972f9b
[3] https://www.nbcnewyork.com/news/coronavirus/nyc-er-doc-breaks-down-how-omicron-affects-the-boosted-vaxxed-and-unvaccinated/3468742/
[3] https://tn.com.ar/politica/2021/12/28/ni-el-coronavirus-se-salva-de-la-inflacion-el-aumento-de-costos-presiona-al-sistema-de-salud/

Top URLs in Tweet in G2:
[2] https://www.20minutes.fr/lille/3207647-20211230-coronavirus-hauts-france-acces-restreint-britanniques-tunnel-sous-manche?utm_term=Autofeed&xtref=twitter.com&utm_medium=Social&utm_source=Twitter#Echobox=1640863481
[2] https://www.20minutes.fr/paris/3207651-20211230-coronavirus-paris-ap-hp-appelle-deprogrammer-soins-non-urgents?utm_term=Autofeed&xtref=twitter.com&utm_medium=Social&utm_source=Twitter#Echobox=1640864457
[2] https://www.jeanmarcmorandini.com/article-484957-tennis-positif-au-coronavirus-pour-la-250e-fois-et-incertain-pour-l-open-d-australie-benoit-paire-pousse-un-coup-de-gueule-j-en-peux-plus-de-votre-covid-de-merde.html
[1] https://www.20minutes.fr/paris/3207651-20211230-coronavirus-paris-ap-hp-appelle-deprogrammer-soins-non-urgents
[1] https://www.jeanmarcmorandini.com/article-484831-coronavirus-desespoir-dans-le-secteur-du-spectacle-musical-apres-l-interdiction-des-concerts-debout-decidee-hier-par-le-gouvernement.html
[1] https://www.jeanmarcmorandini.com/article-484924-en-direct-coronavirus-le-projet-de-loi-sur-le-pass-vaccinal-arrive-aujourd-hui-a-l-assemblee-nationale-la-ministre-de-l-enseignement-superieur-annonce-le-maintien-des-examens-universitaires-en-presentiel.html
[1] https://www.jeanmarcmorandini.com/article-485014-coronavirus-marine-le-pen-eric-zemmour-et-jean-luc-melenchon-ne-respecteront-aucune-jauge-dans-leurs-meetings-plus-il-y-aura-de-monde-mieux-ce-sera.html
[1] https://ec.europa.eu/info/live-work-travel-eu/coronavirus-response/safe-covid-19-vaccines-europeans_fr

Top URLs in Tweet in G3:
[1] https://www.rferl.org/a/russia-s-chief-auditor-says-one-in-three-hospitals-lack-running-water/30458571.html
[1] https://www.thetimes-tribune.com/news/coronavirus/fema-to-help-pennsylvania-hospitals-with-covid-surge/article_9ea1d6d7-fb40-5e5e-a15f-6dd4aae0c3df.html?utm_campaign=blox&utm_source=twitter&utm_medium=social

Top URLs in Tweet in G4:
[1] https://www.bloomberg.com/news/articles/2021-12-29/uae-reports-over-2-000-virus-cases-for-first-time-in-six-months?utm_content=business&cmpid=socialflow-twitter-business&utm_campaign=socialflow-organic&utm_source=twitter&utm_medium=social
[1] https://www.bloomberg.com/news/features/2021-12-29/how-delta-variant-spread-in-india-deadly-errors-inaction-covid-crisis?utm_content=business&utm_campaign=socialflow-organic&cmpid=socialflow-twitter-business&utm_source=twitter&utm_medium=social
[1] https://www.bloomberg.com/news/features/2021-12-29/how-delta-variant-spread-in-india-deadly-errors-inaction-covid-crisis
[1] https://www.bloomberg.com/news/articles/2021-12-29/uae-reports-over-2-000-virus-cases-for-first-time-in-six-months?sref=FLEECBjF
[1] https://www.bloomberg.com/tosv2.html?vid=&uuid=79794c30-67d9-11ec-b421-6e4f57595067&url=L25ld3MvYXJ0aWNsZXMvMjAyMS0xMi0yNi9jYXNlcy1zdXJnZS1nbG9iYWxseS1uZXcteW9yay1zZXRzLW5ldy1yZWNvcmQtdmlydXMtdXBkYXRlP3NyZWY9Z2Vna0lEQmw=

Top URLs in Tweet in G5:
[5] https://www.aajtak.in/coronavirus/story/union-health-ministry-on-corona-virus-and-omicron-30-december-news-and-update-ntc-1383505-2021-12-30
[4] https://www.aajtak.in/coronavirus/story/omicron-patients-with-no-travel-history-means-variant-spreading-in-community-says-delhi-govt-1383377-2021-12-30
[4] https://coronavirus.data.gov.uk/details/cases
[3] https://www.indiatoday.in/coronavirus-outbreak/vaccine-updates/story/dedicated-vaccine-sites-to-be-set-up-for-children-aged-15-above-centre-1893333-2021-12-28
[3] https://www.dailyrecord.co.uk/news/local-news/ricky-ross-boosted-bells-coronavirus-25806759
[2] https://www.aajtak.in/coronavirus/story/coronavirus-omicron-in-india-oxygen-plan-delhi-lnjp-noida-bihar-up-hospital-reality-check-ntc-1383482-2021-12-30
[2] https://www.aajtak.in/coronavirus/story/coronavirus-omicron-anandayya-magic-corona-medicine-create-flutter-andhra-pradesh-ntc-1382759-2021-12-29
[2] https://zeenews.india.com/hindi/india/corona-crisis-deepens-again-in-india-health-ministry-alerts-states-union-health-ministry-pc-on-omicron/1059194
[2] https://zeenews.india.com/hindi/india/optimus-pharma-launches-covid-19-medicine-molnupiravir-check-price-and-details/1059059
[2] https://twitter.com/i/broadcasts/1YqxopBNDLbKv

Top URLs in Tweet in G6:
[4] https://www.pulsetoday.co.uk/clinical-feature/coronavirus/what-gps-need-to-know-about-the-new-covid-19-therapeutics/
[2] https://www.nhs.uk/conditions/coronavirus-covid-19/coronavirus-vaccination/book-coronavirus-vaccination/
[2] https://self-referral.test-for-coronavirus.service.gov.uk/antigen/confirm-eligible
[1] https://blog.parkrun.com/uk/2021/12/22/uk-coronavirus-statement/
[1] https://self-referral.test-for-coronavirus.service.gov.uk/antigen/channel-status
[1] https://www.nhsinform.scot/flu-vaccine/invitations-and-appointments/book-a-flu-or-coronavirus-booster-vaccination
[1] https://thehill.com/policy/healthcare/502819-trump-on-coronavirus-if-we-stop-testing-right-now-wed-have-very-few-cases
[1] https://www.leicestercityccg.nhs.uk/my-health/coronavirus-advice/coronavirus-vaccine/
[1] https://www.nhs.uk/conditions/coronavirus-covid-19/coronavirus-vaccination/coronavirus-vaccine-for-children-aged-12-to-15/

Top URLs in Tweet in G7:
[32] https://trib.al/3b1iyQZ
[3] https://trib.al/Mu4cR9O
[3] https://www.swissinfo.ch/spa/coronavirus-b%C3%A9lgica_la-incidencia-acumulada-de-covid-en-b%C3%A9lgica-baja-de-1.000-nuevos-contagios/47222778
[2] https://trib.al/RwcAtZZ
[2] https://trib.al/NakwVLX
[2] https://cnnespanol.cnn.com/?p=1123784
[1] https://cnn.it/3Jo2xiA
[1] https://cnn.it/3sHHlOF
[1] https://cnn.it/3qyn23v
[1] https://cnn.it/3EAePAD

Top URLs in Tweet in G8:
[10] https://www.businessinsider.co.za/omicron-delta-infection-immunity-coronavirus-covid-19-reinfection-antibody-study-2021-12
[6] https://news.sky.com/story/covid-news-live-uk-latest-no-new-coronavirus-restrictions-before-new-year-omicron-cases-hospitalisations-12469075
[4] https://www.news24.com/news24/southafrica/news/coronavirus-all-the-latest-news-about-covid-19-in-south-africa-and-the-world-20200312
[4] https://news.sky.com/story/covid-more-than-500-children-admitted-to-hospital-with-coronavirus-in-england-in-week-to-boxing-day-12505306
[3] https://news.sky.com/story/covid-19-number-of-people-in-hospital-with-coronavirus-in-england-hits-highest-level-since-march-12504769
[3] https://www.itv.com/news/2021-12-28/france-imposes-new-coronavirus-measures-amid-spike-in-infections
[2] https://abc7ny.com/covid-headlines-updates-latest-news-coronavirus/11406024/?ex_cid=TA_WABC_TW&taid=61cda09593d1920001cdef0f&utm_campaign=trueAnthem%3A+New+Content+%28Feed%29&utm_medium=trueAnthem&utm_source=twitter
[1] https://ourworldindata.org/explorers/coronavirus-data-explorer?facet=none&uniformYAxis=0&Metric=Confirmed+cases&Interval=7-day+rolling+average&Relative+to+Population=false&Align+outbreaks=false&country=~OWID_WRL
[1] https://ourworldindata.org/explorers/coronavirus-data-explorer?facet=none&uniformYAxis=0&Metric=Confirmed+cases&Interval=New+per+day&Relative+to+Population=false&Align+outbreaks=false&country=~OWID_WRL
[1] https://ourworldindata.org/explorers/coronavirus-data-explorer?time=2020-01-23..latest&facet=none&uniformYAxis=0&Metric=Confirmed+cases&Interval=Weekly&Relative+to+Population=false&Align+outbreaks=false&country=~OWID_WRL

Top URLs in Tweet in G9:
[6] https://pix11.com/news/coronavirus/thousands-of-nypd-fdny-members-out-sick-as-covid-cases-soar/
[2] https://www.scmp.com/news/china/society/article/3049411/coronavirus-li-wenliang-doctor-who-alerted-authorities-outbreak
[2] https://fox8.com/news/coronavirus/akron-childrens-hospital-reports-record-number-of-children-hospitalized-with-covid/
[2] https://www.nbcdfw.com/news/coronavirus/multiple-north-texas-restaurants-closing-temporarily-over-covid-19-cases/2848265/
[2] https://www.amny.com/lifestyle/health/coronavirus/citymd-nyc-locations-closed-dec-2021/
[2] https://www.washingtonpost.com/world/2021/12/22/south-africa-omicron-coronavirus-cases/?utm_campaign=wp_to_your_health&utm_medium=email&utm_source=newsletter&wpisrc=nl_tyh&wpmk=1&pwapi_token=eyJ0eXAiOiJKV1QiLCJhbGciOiJIUzI1NiJ9.eyJjb29raWVuYW1lIjoid3BfY3J0aWQiLCJpc3MiOiJDYXJ0YSIsImNvb2tpZXZhbHVlIjoiNWVkZjk3MzNhZGU0ZTI3NmIzNTM2OWNjIiwidGFnIjoiNjFjMzljZGE5ZDJmZGFiNTZiZDc5ZmMzIiwidXJsIjoiaHR0cHM6Ly93d3cud2FzaGluZ3RvbnBvc3QuY29tL3dvcmxkLzIwMjEvMTIvMjIvc291dGgtYWZyaWNhLW9taWNyb24tY29yb25hdmlydXMtY2FzZXMvP3V0bV9jYW1wYWlnbj13cF90b195b3VyX2hlYWx0aCZ1dG1fbWVkaXVtPWVtYWlsJnV0bV9zb3VyY2U9bmV3c2xldHRlciZ3cGlzcmM9bmxfdHloJndwbWs9MSJ9.ySv7If2oQXAbWHcSvJbRirv3pTabMw4Dbx-905ijuSk
[1] https://www.nytimes.com/live/2021/12/28/world/omicron-covid-vaccine-tests/the-us-record-for-daily-coronavirus-cases-is-broken-as-omicron-and-delta-variants-disrupt-the-end-of-2021
[1] https://www.southernrailway.com/coronavirus-information
[1] https://www.southernrailway.com/coronavirus-information/revised-timetable#timetable
[1] https://www.dallasnews.com/news/public-health/2021/12/29/we-are-full-parklands-er-sees-record-number-of-patients-as-omicron-cases-continue-to-soar/

Top URLs in Tweet in G10:
[5] https://www.linkedin.com/posts/jeroen-van-der-hilst-2b618464_vergislockdown-activity-6881850256607195136-ZA0e
[4] https://www.hartvannederland.nl/coronavirus/diederik-gommers-noemt-corona-peanuts
[4] https://overnu.nl/professor-peter-gotzsche-lockdowns-zijn-geintroduceerd-op-basis-van-zeer-twijfelachtig-onderzoek/
[2] https://www.telegraaf.nl/watuzegt/1559478174/de-viruspsychose-moet-stoppen-geen-paniek-meer-en-geen-lockdowns
[1] https://www.nytimes.com/interactive/2020/science/coronavirus-vaccine-tracker.html
[1] https://trib.al/oNq04yO
[1] https://nyti.ms/3elX8dp
[1] https://nyti.ms/3qzTemS
[1] https://nyti.ms/3qxWuiC
[1] https://trib.al/nzYNlvQ

Top Domains
Top Domains in Tweet in Entire Graph:
[140] twitter.com
[118] newsdigest.jp
[115] gov.uk
[104] trib.al
[96] co.uk
[92] com.ar
[91] francetvinfo.fr
[89] reuters.com
[89] nhs.uk
[66] sky.com

Top Domains in Tweet in G1:
[44] com.ar
[41] twitter.com
[31] co.uk
[24] sky.com
[22] apnews.com
[20] reuters.com
[18] cnn.com
[16] francetvinfo.fr
[15] gov.uk
[12] com.br

Top Domains in Tweet in G2:
[5] 20minutes.fr
[5] jeanmarcmorandini.com
[1] europa.eu

Top Domains in Tweet in G3:
[1] rferl.org
[1] thetimes-tribune.com

Top Domains in Tweet in G4:
[5] bloomberg.com

Top Domains in Tweet in G5:
[16] aajtak.in
[11] india.com
[8] indiatoday.in
[5] gov.uk
[4] twitter.com
[4] businesstoday.in
[3] tv9hindi.com
[3] co.uk
[2] sakshi.com
[2] parliament.uk

Top Domains in Tweet in G6:
[4] co.uk
[4] nhs.uk
[3] gov.uk
[1] parkrun.com
[1] nhsinform.scot
[1] thehill.com

Top Domains in Tweet in G7:
[40] trib.al
[8] cnn.it
[3] cnn.com
[3] swissinfo.ch
[2] efe.com
[1] bit.ly
[1] cooperativa.cl
[1] com.co
[1] eltiempo.com

Top Domains in Tweet in G8:
[18] sky.com
[10] co.za
[5] news24.com
[4] itv.com
[4] abc7ny.com
[3] ourworldindata.org
[1] ceylontoday.lk

Top Domains in Tweet in G9:
[6] pix11.com
[3] washingtonpost.com
[2] scmp.com
[2] nytimes.com
[2] southernrailway.com
[2] fox8.com
[2] nbcdfw.com
[2] amny.com
[2] londonworld.com
[1] dallasnews.com

Top Domains in Tweet in G10:
[6] nyti.ms
[5] linkedin.com
[4] hartvannederland.nl
[4] overnu.nl
[2] nytimes.com
[2] trib.al
[2] telegraaf.nl
[1] washingtonpost.com
[1] cadenaser.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1232] coronavirus
[990] covid19
[276] omicron
[138] covid_19
[126] covid
[93] 新型コロナウイルス
[80] vaccine
[61] covidー19
[60] corona
[57] 41brigadablindada



Top Hashtags in Tweet in G1:
[258] coronavirus
[110] covid19
[48] omicron
[31] covid
[18] news
[18] madagascar
[12] omicronvariant
[12] covid_19
[9] vaccine
[9] vaccination

Top Hashtags in Tweet in G2:
[319] covid19
[8] coronavirus
[6] oms
[5] covid19france
[2] omicron
[2] santé
[1] benoîtpaire
[1] tennis

Top Hashtags in Tweet in G3:
[2] putin
[1] coronavirus

Top Hashtags in Tweet in G4:
[2] uae
[2] abudhabi
[2] dubai
[1] covid19

Top Hashtags in Tweet in G5:
[76] coronavirus
[35] covid19
[24] omicron
[13] omicronvariant
[11] coronaviruspandemic
[8] maharashtra
[8] itcard
[6] travel
[6] coronavirusupdate
[5] mumbai

Top Hashtags in Tweet in G6:
[2] covid
[1] toriesoutnow
[1] odx
[1] getvaxxed

Top Hashtags in Tweet in G8:
[17] covid19
[6] lka
[6] srilanka
[5] coronavirus
[4] slnews
[4] news1st
[3] covid
[3] covid19sl
[2] prison
[2] news

Top Hashtags in Tweet in G9:
[27] omicron
[7] covid19
[6] urgente
[2] sarscov2
[1] texas
[1] longcovid

Top Hashtags in Tweet in G10:
[7] coronavirus
[3] covid19
[2] maryland
[1] coronamaatregelen
[1] mondkapjes
[1] sarscov2
[1] medtwitter

Top Words
Top Words in Tweet in Entire Graph:
[3392] coronavirus
[1658] covid
[1231] #coronavirus
[1217] क
[990] #covid19
[962] 19
[897] र
[768] cases
[626] न
[592] म

Top Words in Tweet in G1:
[499] coronavirus
[258] #coronavirus
[255] covid
[165] 19
[121] क
[114] cases
[110] #covid19
[91] र
[80] omicron
[77] casos

Top Words in Tweet in G2:
[322] mediavenir
[319] #covid19
[317] flash
[205] nicolas
[202] par
[200] 43
[200] ans
[200] resté
[200] confiné
[200] pendant

Top Words in Tweet in G3:
[184] coronavirus
[166] bnodesk
[166] cases
[148] reports
[138] record
[124] breaking
[103] 484
[103] 377
[103] setting
[103] world

Top Words in Tweet in G4:
[175] coronavirus
[151] spectatorindex
[144] breaking
[137] study
[137] south
[137] africa
[137] showed
[137] two
[137] doses
[137] johnson

Top Words in Tweet in G5:
[224] क
[173] र
[136] स
[131] न
[113] म
[94] य
[86] ल
[85] द
[76] #coronavirus
[66] ह

Top Words in Tweet in G6:
[79] two
[77] pcr
[76] tests
[76] available
[75] jujuliagrace
[75] ve
[75] sent
[75] doctors
[75] within
[75] minutes

Top Words in Tweet in G7:
[84] cnnee
[84] coronavirus
[59] mundo
[58] miles
[58] vuelos
[32] cancelan
[31] contagios
[29] variante
[29] ómicron
[26] provoca

Top Words in Tweet in G8:
[72] million
[63] cases
[51] day
[49] more
[47] confirmed
[42] first
[42] time
[42] pandemic
[41] report
[40] during

Top Words in Tweet in G9:
[51] coronavirus
[37] london
[33] variant
[32] due
[32] drericding
[31] services
[30] infections
[30] southernrailuk
[30] ongoing
[30] effect

Top Words in Tweet in G10:
[74] nytimes
[57] covid
[56] vaccine
[53] israel
[53] weighs
[53] whether
[53] approve
[53] fourth
[53] dose
[53] scientists

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[909] covid,19
[318] coronavirus,cases
[317] mediavenir,flash
[274] क,र
[270] र,न
[204] quand,même
[201] flash,nicolas
[201] nicolas,43
[201] 43,ans
[201] ans,resté

Top Word Pairs in Tweet in G1:
[156] covid,19
[31] #coronavirus,#covid19
[27] र,न
[25] क,र
[25] omicron,variant
[24] casos,coronavirus
[23] #covid19,#coronavirus
[21] 19,cases
[20] न,क
[20] coronavirus,cases

Top Word Pairs in Tweet in G2:
[314] mediavenir,flash
[200] flash,nicolas
[200] nicolas,43
[200] 43,ans
[200] ans,resté
[200] resté,confiné
[200] confiné,pendant
[200] pendant,14
[200] 14,mois
[200] mois,par

Top Word Pairs in Tweet in G3:
[166] coronavirus,cases
[119] breaking,reports
[118] bnodesk,breaking
[103] reports,484
[103] 484,377
[103] 377,coronavirus
[103] cases,setting
[103] setting,world
[103] world,record
[40] biggest,one

Top Word Pairs in Tweet in G4:
[140] spectatorindex,breaking
[137] breaking,study
[137] study,south
[137] south,africa
[137] africa,showed
[137] showed,two
[137] two,doses
[137] doses,johnson
[137] johnson,johnson's
[137] johnson's,coronavirus

Top Word Pairs in Tweet in G5:
[65] क,र
[65] र,न
[43] न,क
[25] ज,य
[25] य,द
[22] क,स
[21] स,न
[20] म,मल
[19] द,न
[18] स,क

Top Word Pairs in Tweet in G6:
[75] ve,sent
[75] sent,two
[75] two,doctors
[75] doctors,within
[75] within,minutes
[75] minutes,according
[75] according,government
[75] government,website
[75] website,pcr
[75] pcr,tests

Top Word Pairs in Tweet in G7:
[58] miles,vuelos
[32] cancelan,miles
[32] vuelos,mundo
[32] mundo,coronavirus
[31] cnnee,cancelan
[29] variante,ómicron
[26] ómicron,coronavirus
[26] coronavirus,provoca
[26] provoca,aumentos
[26] aumentos,contagios

Top Word Pairs in Tweet in G8:
[43] confirmed,cases
[41] million,confirmed
[40] first,time
[40] time,during
[40] during,pandemic
[40] pandemic,report
[40] report,more
[40] more,million
[38] ourworldindata,first
[30] cases,one

Top Word Pairs in Tweet in G9:
[30] due,ongoing
[30] ongoing,effect
[30] effect,coronavirus
[30] coronavirus,isolation
[30] isolation,sickness
[30] sickness,direct
[30] direct,services
[30] services,london
[29] southernrailuk,due
[29] london,vict

Top Word Pairs in Tweet in G10:
[53] israel,weighs
[53] weighs,whether
[53] whether,approve
[53] approve,fourth
[53] fourth,covid
[53] covid,vaccine
[53] vaccine,dose
[53] dose,scientists
[53] scientists,warn
[53] warn,many

Top Replied-To
Top Replied-To in Entire Graph:
@mediavenir
@textronix
@jorgech87806035
@xkushgene_
@joebiden
@juventino_vero_
@runestenconsult
@rosbigwriting
@thedutchleacher
@ri_science

Top Replied-To in G1:
@subnormaliacat

Top Replied-To in G2:
@mediavenir
@4tti4t
@yassenslip

Top Replied-To in G3:
@acyn
@mhmck

Top Replied-To in G5:
@jeremy_hunt
@matthew82069336
@mamataofficial

Top Replied-To in G6:
@yvettedoc50
@sajidjavid
@petturgee
@jujuliagrace
@robyn_goch

Top Replied-To in G9:
@gd10
@greenbin69
@henrydavid1

Top Mentioned
Top Mentioned in Entire Graph:
@mediavenir
@bnodesk
@spectatorindex
@alertanews24
@cnnee
@nytimes
@jujuliagrace
@franceinfo
@newsdigestweb
@magnateusa

Top Mentioned in G1:
@squeeze__bass32
@telefesalta
@serpalencia
@24clm
@tr_hbr
@canalsurpatagon
@sixandlaura
@drmartyufml
@colombogazette

Top Mentioned in G2:
@mediavenir
@morandiniblog
@zemalgoat16
@20minutes
@jeuneentrepre10
@energie3libre

Top Mentioned in G3:
@bnodesk
@timestribune
@bert_gilfoyle
@acyn
@glasnostgone
@mhmck

Top Mentioned in G4:
@spectatorindex
@business
@bnodesk
@dhwanipandya
@christopherkay
@zainabfattah

Top Mentioned in G5:
@aajtak
@indiatoday
@zeenews
@sanatni_hindu
@mohfw_india
@iindrojit
@ashi_indiatoday
@ddnewslive
@pankajjainclick
@arvindkejriwal

Top Mentioned in G6:
@jujuliagrace
@sajidjavid
@drrosena
@tonihazellgp
@yvettedoc50
@rcp123456
@helenhalcrow
@fobturnip
@shareszen
@peckhampulse

Top Mentioned in G7:
@cnnee
@benjalvarez1
@efenoticias
@spectatorindex
@javieralbisu
@efeno
@citytv

Top Mentioned in G8:
@ourworldindata
@skynews
@news24
@bisouthafrica
@itvnews
@p_openshaw
@bbcnews
@abc7ny
@newsfirstsl
@health24com

Top Mentioned in G9:
@drericding
@southernrailuk
@cleavon_md
@coronavirusnewv
@delta
@nycjim
@bhheadlines
@walterreedarmy
@londonworldcom
@gglinskii

Top Mentioned in G10:
@nytimes
@the_stinging
@wierdduk
@hoyporhoy
@carlzimmer
@telegraaf
@tmprowell
@peterhotez
@chrisjansing

Top Tweeters
Top Tweeters in Entire Graph:
@elnacionalweb
@ja8yum
@zazoomblog
@infoitsport
@infoitinterno
@tomthunkitsmind
@jornalistavitor
@mrdjones
@sectest9
@tesco

Top Tweeters in G1:
@zazoomblog
@infoitsport
@infoitinterno
@sportsbookbtc
@berkleybearnews
@robinsnewswire
@afropages
@portaldiarioar
@medicinehelp
@titrespresse

Top Tweeters in G2:
@noflockinbueno
@20minutes
@fabien_fichaux
@diabolo741
@mounette449
@toden_laviateur
@sims_templar
@kawa_ssir
@grmdu76
@dlnenr

Top Tweeters in G3:
@darrellpmwest
@jameskthompson1
@afhamrdzn
@btptechsearch
@lindadoherty4
@folucar
@faridabrazfa
@frank3davies
@lowrad57
@arthuranthony4

Top Tweeters in G4:
@esken_h
@business
@supremeharish
@motorwars
@benjiseitlhamo
@watershed_ltd
@faux_ikay
@andremawari
@batman2715
@rajusvin

Top Tweeters in G5:
@aaolion
@indiatoday
@aajtak
@indiatodayflash
@sanatni_hindu
@zeenews
@daily_record
@taufeeqjugnu_
@yvs_raizada
@latestly

Top Tweeters in G6:
@roadwarrior29
@blondiesa
@knitagran
@rcp123456
@tone1923
@bizthebuz
@seonaidsnail
@jeffreyjdean
@letterwriterme
@fobturnip

Top Tweeters in G7:
@luisjoargue
@linov27
@citytv
@elsbtmar
@cnnee
@miquelcs00
@romerosaltaren
@efenoticias
@barrera_sagaon
@nba1marisa

Top Tweeters in G8:
@mrdjones
@asteris
@skynews
@bbcnews
@news24
@abc7ny
@spoonhead8
@itvnews
@redcrew
@elainefoster10

Top Tweeters in G9:
@delta
@menabster
@angelakorras
@southernrailuk
@manatrue
@mwforhr
@pebblegreen2
@breakingnewsie
@timmorton2
@meloniasherban

Top Tweeters in G10:
@telegraaf
@nytimes
@piruvato_
@utopianindigent
@nrj68
@cl4r4gu3rr4
@wierdduk
@alheri
@deleugenregeert
@fishyone5


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