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Coronavirus_2021-11-29_02-05-43.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
November 29, 2021
Short Description:
Coronavirus via NodeXL https://bit.ly/3xEUUii
@alertanews24
@spectatorindex
@bnodesk
@nytimes
@prosumersoft
@hubbucket
@who
@el_pais
@solecitohc
@coronaupdatebot

Top hashtags:
#coronavirus
#covid19
#omicron
#covid
#corona
#b11529
#covid_19
#covidvariant
#últimahora

Description:
Description
The graph represents a network of 8,855 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 Monday, 29 November 2021 at 10:27 UTC.

The requested start date was Monday, 29 November 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 3-day, 0-hour, 12-minute period from Thursday, 25 November 2021 at 12:12 UTC to Sunday, 28 November 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 : 8855
Unique Edges : 3927
Edges With Duplicates : 12412
Total Edges : 16339
Number of Edge Types : 5
Replies to : 372
Tweet : 2939
Retweet : 5578
MentionsInRetweet : 6093
Mentions : 1357
Self-Loops : 2983
Reciprocated Vertex Pair Ratio : 0.00373702422145329
Reciprocated Edge Ratio : 0.00744622173193602
Connected Components : 2270
Single-Vertex Connected Components : 962
Maximum Vertices in a Connected Component : 2636
Maximum Edges in a Connected Component : 6433
Maximum Geodesic Distance (Diameter) : 30
Average Geodesic Distance : 7.66796
Graph Density : 9.24974398030054E-05
Modularity : 0.501726
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 8,855 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 Monday, 29 November 2021 at 10:27 UTC.

The requested start date was Monday, 29 November 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 3-day, 0-hour, 12-minute period from Thursday, 25 November 2021 at 12:12 UTC to Sunday, 28 November 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:
[62] https://bnonews.com/index.php/2021/11/omicron-tracker/
[49] https://www.news24.com/news24/southafrica/news/coronavirus-all-the-latest-news-about-covid-19-in-south-africa-and-the-world-20200312
[34] https://g1.globo.com/saude/coronavirus/noticia/2021/11/26/covid-o-que-se-sabe-sobre-nova-variante-detectada-na-africa-do-sul.ghtml?utm_source=twitter&utm_medium=social&utm_campaign=g1
[26] https://newsdigest.jp/pages/coronavirus/
[24] https://www.nytimes.com/interactive/2021/health/coronavirus-variant-tracker.html
[21] https://ourworldindata.org/explorers/coronavirus-data-explorer?yScale=log&zoomToSelection=true&time=2021-03-24..latest&facet=none&pickerSort=asc&pickerMetric=location&Metric=Confirmed+cases&Interval=Cumulative&Relative+to+Population=true&Align+outbreaks=false&country=TWN~JPN~CHN~OWID_WRL~Asia~Europe~Africa~HKG~KOR~South+America~North+America~Oceania
[21] https://www.investing.com/news/coronavirus/new-coronavirus-variant-omicron-keeps-spreading-australia-detects-cases-2692000?utm_source=social&utm_medium=social&utm_campaign=Twitter&utm_content=28042021_Tweet_Jesse
[20] https://elpais.com/ciencia/2021-11-28/tres-vacunados-por-cada-cien-personas-en-los-paises-pobres-el-caldo-de-cultivo-para-nuevas-mutaciones-del-coronavirus.html?ssm=TW_CC
[20] https://elpais.com/ciencia/2021-11-28/tres-vacunados-por-cada-cien-personas-en-los-paises-pobres-el-caldo-de-cultivo-para-nuevas-mutaciones-del-coronavirus.html
[19] https://www.spiegel.de/wissenschaft/medizin/coronavirus-ema-empfiehlt-zulassung-fuer-biontech-impfstoff-ab-fuenf-jahren-a-735bdaa2-89b0-4cf6-a964-8045a78eb8b3

Top URLs in Tweet in G1:
[9] https://www.cnn.com/2021/11/28/world/omicron-coronavirus-variant-vaccine-inequity-intl-cmd/index.html
[7] https://www.reuters.com/world/new-coronavirus-variant-omicron-keeps-spreading-australia-detects-cases-2021-11-28/
[7] https://www.youtube.com/watch?v=z7FuPkh_xZU&feature=youtu.be

[5] https://www.nu.nl/coronavirus/6169723/eu-raadt-aan-coronareispas-tot-negen-maanden-na-laatste-prik-te-laten-gelden.html
[5] https://elpais.com/ciencia/2021-11-28/tres-vacunados-por-cada-cien-personas-en-los-paises-pobres-el-caldo-de-cultivo-para-nuevas-mutaciones-del-coronavirus.html
[4] https://www.spiegel.de/wissenschaft/medizin/coronavirus-ema-empfiehlt-zulassung-fuer-biontech-impfstoff-ab-fuenf-jahren-a-735bdaa2-89b0-4cf6-a964-8045a78eb8b3
[4] https://elpais.com/ciencia/2021-11-26/la-nueva-variante-del-coronavirus-detectada-en-sudafrica-acumula-mas-de-30-mutaciones-inquietantes.html
[4] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fd41586-021-03552-w
[4] https://www.rtlnieuws.nl/nieuws/politiek/artikel/5270272/corona-coronavirus-omikron-hugo-de-jonge-coronabesmetting
[3] https://www.nu.nl/coronavirus/6169748/nergens-in-west-europa-worden-zo-veel-besmettingen-vastgesteld-als-in-limburg.html

Top URLs in Tweet in G2:
[4] https://zaperoqueando.blogspot.com/2021/11/eliminar-la-violencia-contra-la-mujer.html
[3] https://www.niusdiario.es/sociedad/sanidad/oms-reunion-urgencia-detectar-nueva-variante-coronavirus-mutaciones_18_3240575398.html
[2] https://www.abcnoticias.net/donde-y-como-surgio-omicron-la-nueva-variante-de-coronavirus-que-mete-miedo-en-todo-el-mundo/
[1] https://www.bbc.com/mundo/noticias-59425682

Top URLs in Tweet in G3:
[4] https://coronavirus.data.gov.uk/
[3] http://www.nhs.uk/conditions/coronavirus-covid-19/coronavirus-vaccination/coronavirus-booster-vaccine/
[3] http://www.nhs.uk/conditions/coronavirus-covid-19/coronavirus-vaccination/
[3] http://www.nhs.uk/conditions/coronavirus-covid-19/coronavirus-vaccination/coronavirus-vaccine
[2] https://www.rte.ie/news/coronavirus/2021/1125/1263048-covid-19-ireland/
[2] https://coronavirus.data.gov.uk/details/vaccinations
[1] https://www.irishtimes.com/life-and-style/people/the-risk-of-contracting-mass-hysteria-is-much-higher-than-coronavirus-1.4157570
[1] https://www.gov.uk/get-coronavirus-test
[1] https://www.gov.uk/coronavirus
[1] https://www.news24.com/news24/southafrica/news/coronavirus-all-the-latest-news-about-covid-19-in-south-africa-and-the-world-20200312

Top URLs in Tweet in G4:
[58] https://bnonews.com/index.php/2021/11/omicron-tracker/
[4] https://newsnodes.com/nu_tracker
[2] https://abc7.com/omicron-variant-new-covid-uk-coronavirus/11274308/
[2] https://twitter.com/mellziland/status/1463620954114904070
[2] https://g1.globo.com/saude/coronavirus/vacinas/noticia/2021/11/25/ministerio-da-saude-recomenda-dose-de-reforco-da-janssen-de-2-a-seis-meses-apos-primeira-aplicacao.ghtml
[1] https://twitter.com/BNODesk/status/1463885737552666630
[1] https://www.rte.ie/news/coronavirus/2021/1127/1263468-covid-ireland/
[1] https://www.statista.com/chart/23564/thanksgiving-travel-volume/
[1] https://valor.globo.com/mundo/noticia/2021/11/24/cientistas-investigam-mutao-do-coronavrus-capaz-de-fugir-do-sistema-imunolgico.ghtml
[1] https://www.noen.at/sport/krems/ski-alpin-julia-hoerth-ein-leben-mit-long-covid-duernstein-long-covid-ski-alpin-nachwuchssportlerin-coronavirus-print-302324782

Top URLs in Tweet in G5:
[3] https://www.ctvnews.ca/health/coronavirus/omicron-variant-why-who-skipped-nu-xi-for-new-covid-19-variant-1.5684453?cid=sm:trueanthem:ctvnews:twittermanualpost&taid=61a36f239e998a000143687f&utm_campaign=trueAnthem:+New+Content+(Feed)&utm_medium=trueAnthem&utm_source=twitter
[3] https://www.today.ng/news/africa/south-african-medical-association-coronavirus-variant-mild-disease-400608
[3] https://www.thenationalnews.com/world/uk-news/2021/11/28/boris-johnson-announces-new-measures-to-fight-the-omicron-coronavirus-variant/
[3] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fd41586-021-03552-w
[2] http://trib.al/uqE0uI4
[2] http://trib.al/Ra6LkUk
[2] https://www.ctvnews.ca/health/coronavirus/what-you-need-to-know-about-canada-s-updated-vaccine-rules-for-domestic-travel-1.5679698?cid=sm%3Atrueanthem%3A%7B%7Bcampaignname%7D%7D%3Atwitterpost%E2%80%8B&taid=61a0c53f838dea0001e1793c&utm_campaign=trueAnthem%3A+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[2] https://www.ctvnews.ca/health/coronavirus/covid-19-variant-spreads-to-more-countries-as-world-on-alert-1.5682321
[2] https://www.ctvnews.ca/health/coronavirus/new-virus-variant-emerges-in-africa-some-nations-halt-air-travel-1.5682305
[2] https://www.ctvnews.ca/health/coronavirus/plexiglass-barriers-for-covid-19-counterproductive-in-most-business-settings-experts-say-1.5682074?cid=sm%3Atrueanthem%3A%7B%7Bcampaignname%7D%7D%3Atwitterpost%E2%80%8B&taid=61a0bab8a5e4bc0001bd55ab&utm_campaign=trueAnthem%3A+Trending+Content&utm_medium=trueAnthem&utm_source=twitter

Top URLs in Tweet in G6:
[16] https://elpais.com/ciencia/2021-11-28/tres-vacunados-por-cada-cien-personas-en-los-paises-pobres-el-caldo-de-cultivo-para-nuevas-mutaciones-del-coronavirus.html?ssm=TW_CC
[4] https://b1tlydns02io.com/coronavirus/cientificos-britanicos-tratan-de-calmar-los-temores-sobre-la-variante-omicron/
[4] https://www.minutouno.com/mundo/alemania/catastrofe-sanitaria-el-coronavirus-medicos-eligen-quien-salvar-n5322934
[4] https://www.infobae.com/america
[2] https://elpais.com/ciencia/2021-11-26/la-nueva-variante-del-coronavirus-detectada-en-sudafrica-acumula-mas-de-30-mutaciones-inquietantes.html
[2] https://elpais.com/ciencia/2021-11-26/la-nueva-variante-del-coronavirus-detectada-en-sudafrica-acumula-mas-de-30-mutaciones-inquietantes.html?ssm=TW_CC
[2] https://elpais.com/sociedad/2021-11-24/ultimas-noticias-del-coronavirus-en-directo-incidencia-en-espana-y-el-mundo-hoy.html?ssm=TW_CM
[2] https://www.b1tlydns02io.com/coronavirus/lo-ultimo-preocupacion-mundial-confirman-variante-omicron-en-cinco-paises-de-europa/
[2] https://www.politico.eu/article/von-der-leyen-commission-to-propose-southern-africa-travel-shutdown-over-new-coronavirus-variant/
[2] https://www.abc.es/sociedad/abci-coronavirus-autoriza-vacuna-pfizer-para-ninos-entre-5-y-11-anos-202111251249_noticia.html#vca=rrss&vmc=abc-es&vso=tw&vli=cm-general&_tcode=ZXdpbmsy

Top URLs in Tweet in G7:
[3] https://www.dw.com/p/43TVa
[2] https://actualidad.rt.com/actualidad/411867-cientificos-italianos-presentan-primera-imagen-omicron
[1] https://www.dw.com/p/43aDY
[1] https://www.dw.com/p/43X1o
[1] https://twitter.com/i/broadcasts/1LyGBozMrdoJN
[1] https://es.rt.com/8ti1
[1] http://es.rt.com/8tu6
[1] https://bbc.in/3xsR1wC
[1] https://bbc.in/3CQ9EM7
[1] https://bbc.in/3cTjrGs

Top URLs in Tweet in G8:
[9] https://www.hartvannederland.nl/coronavirus/overheid-coronamaatregelen-communicatie-basisregels
[8] https://www.rtlnieuws.nl/nieuws/nederland/artikel/5269563/code-zwart-liveblog-coronavirus-covid-19-maatregelen-buitenland
[4] https://www.nu.nl/algemeen/6169747/gezondheidsraad-adviseert-om-alle-volwassenen-boostervaccinatie-aan-te-bieden.html
[4] https://www.nrc.nl/nieuws/2021/11/24/met-een-nieuwe-lockdown-geeft-het-kabinet-zijn-eigen-falen-toe-a4066776
[3] https://www.nu.nl/algemeen/6169749/ema-geeft-positief-advies-over-pfizer-prik-voor-kinderen-vanaf-5-jaar.html
[3] https://www.nu.nl/algemeen/6169657/italie-weert-ongevaccineerden-uit-restaurant-cultuur-en-sport.html
[3] https://www.nu.nl/algemeen/6169736/omt-adviseert-om-al-het-onderwijs-open-te-houden-nog-geen-besluit-kabinet.html
[3] https://www.nu.nl/algemeen/6169723/eu-raadt-aan-coronareispas-tot-negen-maanden-na-laatste-prik-te-laten-gelden.html
[3] https://www.rtlnieuws.nl/nieuws/nederland/artikel/5269840/code-zwart-liveblog-coronavirus-covid-19-maatregelen-buitenland
[3] https://www.rtlnieuws.nl/nieuws/nederland/artikel/5269919/variant-zuid-afrika-coronavirus-vliegtuig-schiphol-ggd-testen

Top URLs in Tweet in G9:
[4] https://www.nytimes.com/interactive/2021/health/coronavirus-variant-tracker.html
[3] https://www.investing.com/news/stock-market-news/south-africa-says-uk-flight-ban-over-covid19-variant-seems-rushed-2690625?ampMode=1
[3] https://www.nytimes.com/2021/11/24/us/politics/republicans-biden-coronavirus.html?referringSource=articleShare
[2] https://www.eatthis.com/news-places-coronavirus-risk-experts/
[2] https://www.reuters.com/business/healthcare-pharmaceuticals/two-cases-coronavirus-omicron-variant-detected-britain-2021-11-27/
[2] https://www.elperiodista.cl/2021/11/israel-detecta-un-caso-de-la-nueva-variante-de-coronavirus-descubierta-en-sudafrica/
[2] https://radio-canada.ca/
[1] https://webcache.googleusercontent.com/search?q=cache:EQ25mq8B4SEJ:https://www.washingtonpost.com/world/2021/11/28/omicron-variant-coronavirus/+&cd=1&hl=en&ct=clnk&gl=us
[1] https://www.nytimes.com/2021/11/27/world/africa/coronavirus-omicron-africa.html?referringSource=articleShare
[1] https://www.nytimes.com/2021/11/27/opinion/omicron-variant-questions-coronavirus.html?referringSource=articleShare

Top URLs in Tweet in G10:
[2] http://www.nhs.uk/Pages/HomePage.aspx
[2] https://trib.al/GFnMzZK
[2] https://trib.al/63TgBtT
[2] https://www.cdc.gov/coronavirus/2019-ncov/prevent-getting-sick/interactive-ventilation-tool.html
[1] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/booster-shot.html#Know
[1] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/booster-shot.html
[1] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/recommendations/children-teens.html
[1] http://www.nhs.uk/NHSCovidPass
[1] https://newsnodes.com/nu_tracker
[1] https://twitter.com/cosainireland/status/1464906842866429952

Top Domains
Top Domains in Tweet in Entire Graph:
[148] twitter.com
[93] reuters.com
[88] trib.al
[86] nu.nl
[81] nytimes.com
[74] elpais.com
[62] co.uk
[62] bnonews.com
[60] francetvinfo.fr
[53] globo.com

Top Domains in Tweet in G1:
[57] twitter.com
[28] co.uk
[25] reuters.com
[24] nu.nl
[19] cnn.com
[18] com.ar
[16] nytimes.com
[14] washingtonpost.com
[14] elpais.com
[12] francetvinfo.fr

Top Domains in Tweet in G2:
[4] blogspot.com
[3] niusdiario.es
[2] abcnoticias.net
[1] bbc.com

Top Domains in Tweet in G3:
[9] nhs.uk
[8] gov.uk
[2] rte.ie
[1] irishtimes.com
[1] news24.com
[1] gov.scot
[1] nhsinform.scot
[1] nhs.scot
[1] reuters.com

Top Domains in Tweet in G4:
[58] bnonews.com
[4] newsnodes.com
[3] twitter.com
[3] globo.com
[2] abc7.com
[1] rte.ie
[1] statista.com
[1] noen.at
[1] bloomberg.com

Top Domains in Tweet in G5:
[13] ctvnews.ca
[11] bloomberg.com
[8] trib.al
[5] indiatimes.com
[4] nature.com
[4] thenationalnews.com
[3] today.ng
[3] reuters.com
[3] co.uk
[3] business-standard.com

Top Domains in Tweet in G6:
[35] elpais.com
[10] infobae.com
[7] b1tlydns02io.com
[4] bit.ly
[4] minutouno.com
[3] abc.es
[2] politico.eu
[2] ondacero.es
[2] prague.eu
[1] rfi.fr

Top Domains in Tweet in G7:
[5] dw.com
[5] bbc.in
[4] rt.com
[1] twitter.com
[1] abc.es
[1] ndtv.com

Top Domains in Tweet in G8:
[44] nu.nl
[21] rtlnieuws.nl
[17] 20minutes.fr
[15] hartvannederland.nl
[4] nrc.nl
[3] twitter.com
[2] dpgmedia.nl
[2] nouvelobs.com
[2] ouest-france.fr
[1] telegraaf.nl

Top Domains in Tweet in G9:
[11] nytimes.com
[8] nyti.ms
[3] investing.com
[3] co.uk
[3] wsj.com
[3] radio-canada.ca
[2] eatthis.com
[2] trib.al
[2] reuters.com
[2] elperiodista.cl

Top Domains in Tweet in G10:
[5] cdc.gov
[4] trib.al
[3] nhs.uk
[1] newsnodes.com
[1] twitter.com
[1] reuters.com
[1] economist.com
[1] elpais.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1195] coronavirus
[569] covid19
[192] omicron
[120] covid
[110] corona
[88] b11529
[77] covid_19
[63] covidvariant
[56] últimahora
[45] alemania



Top Hashtags in Tweet in G1:
[256] coronavirus
[97] covid19
[50] omicron
[36] corona
[26] covidvariant
[21] covid_19
[21] covid
[16] news
[13] b11529
[11] altcoins

Top Hashtags in Tweet in G2:
[1] últimahora
[1] 11/27/2021 12:00:00 AM
[1] coronavirus
[1] resumenjueves

Top Hashtags in Tweet in G3:
[20] covid19
[3] coronavirus
[2] vaccine
[1] covidvaccine
[1] staysafe

Top Hashtags in Tweet in G4:
[6] omicron
[5] coronavirus
[5] covid19
[4] corona
[3] travel
[3] thanksgiving
[3] covidー19
[3] pandemic
[3] traveling
[3] vaccinated

Top Hashtags in Tweet in G5:
[15] coronavirus
[11] covid
[7] covid19
[6] omicron
[6] omicronvariant
[4] marketswithetnow
[3] nifty
[3] stockmarket
[3] b11529
[3] coronavirusupdates

Top Hashtags in Tweet in G6:
[37] coronavirus
[26] afp
[17] 11/25/2021 12:00:00 AM
[11] 11/26/2021 12:00:00 AM
[10] covid19
[9] covid
[8] venezuela
[6] africa
[3] últimahora
[2] 11/27/2021 12:00:00 AM

Top Hashtags in Tweet in G7:
[61] coronavirus
[39] alemania
[38] uci
[38] contagios
[33] variantesudafricana
[27] b11529
[19] ómicron
[13] ultimahora
[13] últimahora
[9] variante

Top Hashtags in Tweet in G8:
[15] coronavirus
[4] corona
[4] schiphol
[4] breaking
[3] omicron
[3] coronadebat
[3] persconferentie
[3] vaccinatieplicht
[3] vaccinatieschade
[3] lockdown

Top Hashtags in Tweet in G9:
[12] coronavirus
[7] covid
[5] usa
[4] sensex
[4] redalert
[4] nuvariant
[3] southafrica
[3] covid19
[3] deltavariant
[2] omicron

Top Hashtags in Tweet in G10:
[21] b11529
[10] covid19
[2] covid
[2] vaccine
[2] covidvariant
[2] vaccineswork
[1] nuvariant
[1] vaccinate
[1] lockdown
[1] borisjohnson

Top Words
Top Words in Tweet in Entire Graph:
[4320] coronavirus
[1887] variant
[1191] #coronavirus
[1184] covid
[1158] variante
[799] nueva
[727] omicron
[709] africa
[708] 19
[695] क

Top Words in Tweet in G1:
[439] coronavirus
[256] #coronavirus
[194] variant
[156] covid
[107] omicron
[106] variante
[97] #covid19
[96] 19
[64] क
[58] africa

Top Words in Tweet in G2:
[557] coronavirus
[403] urgente
[384] alertanews24
[194] variante
[165] nueva
[99] covid
[98] sudáfrica
[70] reporta
[69] vuelos
[57] países

Top Words in Tweet in G3:
[233] coronavirus
[180] spectatorindex
[178] variant
[153] south
[130] omicron
[121] breaking
[94] african
[90] chairwoman
[90] medical
[90] association

Top Words in Tweet in G4:
[284] coronavirus
[257] variant
[234] bnodesk
[114] reports
[114] cases
[104] breaking
[86] africa
[80] due
[78] israel
[71] 529

Top Words in Tweet in G5:
[168] variant
[154] coronavirus
[78] south
[78] africa
[76] covid
[63] health
[54] 19
[46] business
[45] omicron
[42] travel

Top Words in Tweet in G6:
[124] coronavirus
[103] variante
[75] nueva
[65] el_pais
[52] sudáfrica
[48] países
[37] vacuna
[37] #coronavirus
[34] europea
[32] vacunados

Top Words in Tweet in G7:
[137] nueva
[115] variante
[112] coronavirus
[92] dw_espanol
[75] mundo
[65] debido
[61] #coronavirus
[53] sudáfrica
[48] coronavirusnewv
[41] israel

Top Words in Tweet in G8:
[31] nunl
[30] geeft
[29] over
[25] dat
[25] rtlnieuws
[24] met
[21] jonge
[21] uit
[21] schiphol
[21] liveblog

Top Words in Tweet in G9:
[89] nytimes
[62] coronavirus
[58] south
[53] africa
[42] over
[40] variant
[40] travel
[38] number
[36] countries
[34] nations

Top Words in Tweet in G10:
[41] coronavirus
[33] variant
[22] drericding
[21] israel
[21] #b11529
[18] breaking
[18] case
[17] reports
[17] first
[16] confirmed

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[943] coronavirus,variant
[684] nueva,variante
[659] covid,19
[516] variante,coronavirus
[487] south,africa
[410] urgente,coronavirus
[372] alertanews24,urgente
[236] omicron,variant
[198] variant,coronavirus
[176] omicron,coronavirus

Top Word Pairs in Tweet in G1:
[92] covid,19
[81] coronavirus,variant
[50] nueva,variante
[48] variante,coronavirus
[45] omicron,variant
[27] south,africa
[21] #covid19,#coronavirus
[20] contra,coronavirus
[18] southern,africa
[17] variant,coronavirus

Top Word Pairs in Tweet in G2:
[379] urgente,coronavirus
[340] alertanews24,urgente
[150] nueva,variante
[81] variante,coronavirus
[48] primer,caso
[46] coronavirus,militares
[46] militares,alemanes
[46] alemanes,reciben
[46] reciben,orden
[46] orden,preparar

Top Word Pairs in Tweet in G3:
[156] coronavirus,variant
[114] spectatorindex,breaking
[107] omicron,coronavirus
[90] chairwoman,south
[90] south,african
[90] african,medical
[90] medical,association
[89] association,omicron
[89] variant,causing
[89] causing,'mild

Top Word Pairs in Tweet in G4:
[251] coronavirus,variant
[90] bnodesk,breaking
[75] cases,coronavirus
[73] due,coronavirus
[61] variant,529
[54] south,africa
[52] breaking,israel
[49] belgium,reports
[47] reports,suspected
[47] suspected,cases

Top Word Pairs in Tweet in G5:
[80] coronavirus,variant
[67] south,africa
[54] covid,19
[35] identified,south
[30] omicron,variant
[24] variant,covid
[24] 19,raising
[24] raising,concerns
[24] concerns,health
[24] health,officials

Top Word Pairs in Tweet in G6:
[70] nueva,variante
[58] variante,coronavirus
[26] vacuna,pfizer
[18] última,hora
[18] agencia,europea
[18] europea,medicamentos
[17] coronavirus,europa
[17] detectada,sudáfrica
[17] #25nov,#coronavirus
[16] países,pobres

Top Word Pairs in Tweet in G7:
[98] nueva,variante
[70] variante,coronavirus
[38] #alemania,lanza
[38] lanza,operación
[38] operación,aviones
[38] aviones,#uci
[38] #uci,debido
[38] debido,saturación
[38] saturación,hospitales
[38] hospitales,4ª

Top Word Pairs in Tweet in G8:
[16] 13,15
[16] 15,uur
[16] uur,geeft
[16] jonge,toelichting
[16] toelichting,over
[12] zuid,afrika
[10] minister,volksgezondheid
[9] uit,zuid
[9] coronavariant,omikron
[8] ema,geeft

Top Word Pairs in Tweet in G9:
[53] south,africa
[38] travel,south
[31] moved,restrict
[28] growing,number
[28] number,countries
[28] countries,moved
[28] restrict,travel
[28] africa,nearby
[28] nearby,nations
[28] nations,over

Top Word Pairs in Tweet in G10:
[29] coronavirus,variant
[17] breaking,israel
[17] israel,reports
[17] reports,first
[16] first,confirmed
[16] confirmed,case
[16] case,#b11529
[16] #b11529,coronavirus
[16] variant,traveler
[16] traveler,flew

Top Replied-To
Top Replied-To in Entire Graph:
@reuters
@conflitsfrance
@susanstjames3_
@539th
@killedbygoogle
@cdube_sante
@bigally26
@satlokchannel
@who
@hlgatell

Top Replied-To in G1:
@newspresslk

Top Replied-To in G3:
@berlinoise_liz
@cromwellstuff

Top Replied-To in G5:
@sheriffclarke
@telegraph
@cnn
@brusselstimes

Top Replied-To in G6:
@el_pais
@sgdambrauskas
@arebollon

Top Replied-To in G8:
@rtlnieuws
@trouw
@mauriceboekel
@parentsprofsmag
@minpres
@bouilletheo1
@nrc
@nunl
@nicolettevvl
@corine070

Top Replied-To in G10:
@laotzu5
@gaia_kush
@bbcnews

Top Mentioned
Top Mentioned in Entire Graph:
@alertanews24
@bnodesk
@spectatorindex
@dw_espanol
@nytimes
@news24
@el_pais
@drjbhattacharya
@sajidjavid
@coronavirusnewv

Top Mentioned in G1:
@_hnk_w_ca
@feedynewsbr
@healthy74185112
@twitpollnl
@horrifiedmag
@amarilloleones
@jdocs
@playrulers
@serpalencia
@antnom

Top Mentioned in G2:
@alertanews24
@alerta_news_
@gonzaloecaceres
@naky
@hsiciliano
@abcesnoticias
@efenoticias
@jessidossantos

Top Mentioned in G3:
@spectatorindex
@paulembery
@alertanews24
@ukcovid19stats
@dhscgovuk
@nhsengland
@laurie_garrett
@ukhsa
@scotgov
@fatemperor

Top Mentioned in G4:
@bnodesk
@alexinair
@risklayer
@turloughdownes
@mvollmer1
@spectatorindex
@abc7
@statistacharts
@longcovidat
@alertanews24

Top Mentioned in G5:
@business
@cnn
@thehill
@telegraph
@economictimes
@ctvnews
@ndtv
@vabvox
@reutersafrica
@businessinsider

Top Mentioned in G6:
@el_pais
@afpespanol
@reporteya
@escesarvidal
@manuelansede
@alertanews24
@juditvalderrama
@infobaeamerica
@rosamariaartal
@naranjo_p

Top Mentioned in G7:
@dw_espanol
@coronavirusnewv
@actualidadrt
@bbcmundo
@lavanguardia
@alertanews24
@rcr750
@leivabruce1
@bnodesk
@enriquedavilav

Top Mentioned in G8:
@nunl
@rtlnieuws
@hugodejonge
@20minutes
@lisawesterveld
@schiphol
@nos
@hommel_b
@iknet
@minpres

Top Mentioned in G9:
@nytimes
@drsanjaygupta
@ejdionne
@carlzimmer
@13pt
@wsj
@joepajak
@nytopinion
@ashishkjha
@brown_sph

Top Mentioned in G10:
@drericding
@cdcgov
@nhsuk
@bbcnews
@naftalibennett
@coronavirus
@bnodesk
@cmo_england
@erictopol
@vaccinemakers

Top Tweeters
Top Tweeters in Entire Graph:
@elnacionalweb
@caraotadigital
@la_patilla
@salvesayson
@infoitinterno
@el_cooperante
@jornalistavitor
@knewz_currently
@derick04kt1772
@cryptotraderpro

Top Tweeters in G1:
@infoitinterno
@el_cooperante
@knewz_currently
@cryptotraderpro
@portaldiarioar
@zyitegadgets
@andyvermaut
@jacekwierzbicki
@billm9
@politicalhedge

Top Tweeters in G2:
@rodolfoxoliz
@sylar_71
@cruzmaldonado2
@profundamentea1
@carola_66
@lelelx
@gloriagloriac30
@fdoquijano
@moyo4040
@diegolp77

Top Tweeters in G3:
@freddy13perez
@ishagshafeeg
@the_evil_barbie
@cartha_of_cfc
@henriklubo
@azania_magwala
@saffiya_khan1
@cromwellstuff
@balramsuhane
@rockets_wwwww

Top Tweeters in G4:
@godandthebear
@cscviews
@alephsmom
@madvet2000
@46mingo
@kinjeketile
@lovelylanvin
@twitaco
@bloombergasia
@abc7

Top Tweeters in G5:
@world_news_eng
@httweets
@thehill
@ndtv
@business
@coronaupdatebot
@slimchick1900
@businessinsider
@mdjacksondallas
@nozakitakehide

Top Tweeters in G6:
@alicate13
@tvnnoticias
@reporteya
@el_pais
@infobaeamerica
@abc_es
@carbonelljuan
@larrerosa
@rosamariaartal
@albertorodnews

Top Tweeters in G7:
@actualidadrt
@lavanguardia
@hongry_hrm
@emocionycambio
@jabh44
@marielaluca
@bbcmundo
@bessy_rios
@enriquedavilav
@alvaromunoz

Top Tweeters in G8:
@4tchat
@costeslioneler
@telegraaf
@bfmtv
@strategnl
@20minutes
@icp3_zero
@nos
@veranderwens
@anjamekenkamp

Top Tweeters in G9:
@loupo85
@njdoc
@29361rmsm
@nytimes
@censelio
@wsj
@msmariat
@sosninosename1
@all_serena
@simonmazzet

Top Tweeters in G10:
@bbcnews
@helenmag
@washerein17
@gmk07
@kjelenfy
@euronews
@giovannifanfoni
@bbc5live
@bbcradio4
@lisavena1