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Coronavirus_2021-11-30_03-28-02.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
November 30, 2021
Short Description:
Coronavirus via NodeXL https://bit.ly/3rnuiRF
@alertanews24
@spectatorindex
@bnodesk
@nytimes
@dw_espanol
@solecitohc
@coronaupdatebot
@business
@who
@reuters

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

Description:
Description
The graph represents a network of 8,808 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 Tuesday, 30 November 2021 at 11:50 UTC.

The requested start date was Tuesday, 30 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, 7-minute period from Friday, 26 November 2021 at 12:18 UTC to Monday, 29 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 : 8808
Unique Edges : 3934
Edges With Duplicates : 12267
Total Edges : 16201
Number of Edge Types : 5
Mentions : 1310
Retweet : 5486
MentionsInRetweet : 6008
Tweet : 3023
Replies to : 374
Self-Loops : 3066
Reciprocated Vertex Pair Ratio : 0.0033955857385399
Reciprocated Edge Ratio : 0.00676818950930626
Connected Components : 2363
Single-Vertex Connected Components : 990
Maximum Vertices in a Connected Component : 2647
Maximum Edges in a Connected Component : 6595
Maximum Geodesic Distance (Diameter) : 20
Average Geodesic Distance : 7.231721
Graph Density : 9.14246748855026E-05
Modularity : 0.498657
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 8,808 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 Tuesday, 30 November 2021 at 11:50 UTC.

The requested start date was Tuesday, 30 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, 7-minute period from Friday, 26 November 2021 at 12:18 UTC to Monday, 29 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:
[43] https://bnonews.com/index.php/2021/11/omicron-tracker/
[25] https://www.nytimes.com/interactive/2021/health/coronavirus-variant-tracker.html
[24] 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
[23] 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
[22] 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
[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
[18] https://newsdigest.jp/pages/coronavirus/
[16] https://www.news24.com/news24/southafrica/news/coronavirus-all-the-latest-news-about-covid-19-in-south-africa-and-the-world-20200312
[16] https://thestandard.co/japan-close-down-country-protecting-omicron-coronavirus/
[15] https://www.cnn.com/2021/11/28/world/omicron-coronavirus-variant-vaccine-inequity-intl-cmd/index.html

Top URLs in Tweet in G1:
[9] https://www.cnn.com/2021/11/28/world/omicron-coronavirus-variant-vaccine-inequity-intl-cmd/index.html
[9] https://www.theguardian.com/politics/live/2021/nov/29/uk-covid-live-omicron-cases-england-scotland-health-minister-vaccines-coronavirus-latest-update?CMP=share_btn_tw
[8] 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

[6] https://www.cityam.com/coronavirus-blessing-in-the-sky-omicron-may-be-very-positive-news-for-the-world-if-new-covid-mutation-kills-off-more-lethal-delta-variant/
[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
[5] https://apnews.com/article/coronavirus-pandemic-health-japan-fumio-kishida-82e53a7a17d1a4c30031065d389bda37
[4] https://www.rtlnieuws.nl/nieuws/politiek/artikel/5270272/corona-coronavirus-omikron-hugo-de-jonge-coronabesmetting
[4] https://apnews.com/article/coronavirus-pandemic-lifestyle-health-business-poland-f559465c6a822d12b2dd513f122d5a31
[3] https://www.washingtonpost.com/world/europe/europe-south-africa-variant-coronavirus/2021/11/26/0f7f5a78-4e99-11ec-a7b8-9ed28bf23929_story.html?tid=ss_tw

Top URLs in Tweet in G2:
[15] 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
[2] https://actualidad.rt.com/actualidad/411992-oms-muy-alto-riesgo-global-omicron
[2] https://trib.al/UGU3JXk
[2] https://eldoce.tv/videos/sociedad/variante-omicron-riesgo-volver-fase-inicial-importante-coronavirus-pandemia_122198
[2] https://www.abcnoticias.net/donde-y-como-surgio-omicron-la-nueva-variante-de-coronavirus-que-mete-miedo-en-todo-el-mundo/
[1] https://elpais.com/sociedad/2021-11-28/la-falta-de-vacunas-las-limitaciones-logisticas-y-el-rechazo-de-parte-de-la-poblacion-lastran-la-inmunizacion-en-africa.html
[1] https://elpais.com/ciencia/2021-11-26/la-nueva-variante-del-coronavirus-detectada-en-sudafrica-acumula-mas-de-30-mutaciones-inquietantes.html?ssm=TW_CM&utm_source=Twitter#Echobox=1637932778
[1] https://bit.ly/3CNBBUM
[1] https://elpais.com/sociedad/2021-11-26/ultimas-noticias-del-coronavirus-en-directo-incidencia-covid-y-vacunacion-en-espana-y-el-mundo-hoy.html?ssm=TW_CM
[1] https://elpais.com/ciencia/2021-11-26/la-nueva-variante-del-coronavirus-detectada-en-sudafrica-acumula-mas-de-30-mutaciones-inquietantes.html?ssm=TW_CM

Top URLs in Tweet in G3:
[2] https://www.youtube.com/watch?v=kDHafyjXRlI&feature=youtu.be

[2] https://coronavirus.data.gov.uk/
[1] http://www.nhs.uk/conditions/coronavirus-covid-19/coronavirus-vaccination/coronavirus-booster-vaccine/
[1] https://coronavirus.data.gov.uk/details/vaccinations

Top URLs in Tweet in G4:
[40] https://bnonews.com/index.php/2021/11/omicron-tracker/
[3] https://newsnodes.com/nu_tracker
[2] https://abc7.com/omicron-variant-new-covid-uk-coronavirus/11274308/
[2] https://www.dhakatribune.com/world/2021/11/26/who-calls-emergency-meeting-on-new-coronavirus-variant
[1] https://www.goshen-ma.us/updated-covid-19-mask-guidelines-for-town-facilities-effective-friday-august-6-2021/
[1] https://www.statista.com/chart/23564/thanksgiving-travel-volume/
[1] https://apnews.com/article/coronavirus-pandemic-joe-biden-lifestyle-health-jill-biden-bb6b63758f1992f887a148294dc9f655
[1] https://www.rte.ie/news/coronavirus/2021/1127/1263468-covid-ireland/

Top URLs in Tweet in G5:
[4] https://www.today.ng/business/transport/coronavirus-morocco-suspends-incoming-flights-omicron-400649
[4] http://www.dawn.com/live-blog/
[4] https://www.indiatoday.in/coronavirus-outbreak/story/covid-omicron-variant-who-says-global-risk-is-very-high-1882146-2021-11-29
[3] https://www.today.ng/news/africa/south-african-medical-association-coronavirus-variant-mild-disease-400608
[3] https://www.ajc.com/news/coronavirus/chasing-the-holdouts-georgia-surpasses-50-vaccinated/AP2FJL3O4JBMFAWAOFT3VQEMDM/?utm_campaign=snd-autopilot
[3] https://www.indiatoday.in/coronavirus-outbreak/story/omicron-who-name-nu-xi-greek-alphabet-letters-1882091-2021-11-29
[3] https://www.thenationalnews.com/world/uk-news/2021/11/28/boris-johnson-announces-new-measures-to-fight-the-omicron-coronavirus-variant/
[2] https://www.ajc.com/news/coronavirus/wary-weary-world-slams-doors-shut-in-face-of-new-variant/CVVO2JE7IFDKTC4UP2SBL73GHM/?utm_campaign=snd-autopilot
[2] https://www.financialexpress.com/lifestyle/health/no-case-of-new-omicron-variant-of-coronavirus-detected-in-india-yet-official/2378425/
[2] https://indianexpress.com/article/india/coronavirus-india-live-updates-omicron-variant-who-international-travel-pm-modi-7643852/

Top URLs in Tweet in G6:
[7] https://www.theguardian.com/world/2021/nov/28/coronavirus-new-restrictions-omicron-israel?utm_term=Autofeed&CMP=twt_b-gdnnews&utm_medium=Social&utm_source=Twitter#Echobox=1638098641
[5] https://www.weforum.org/agenda/2021/11/covid-19-coronavirus-pandemic-news-29-november-2021?utm_source=twitter&utm_medium=social_scheduler&utm_term=COVID-19&utm_content=29/11/2021+11:00
[5] https://trib.al/Nr2oHS3
[4] https://www.nytimes.com/interactive/2021/health/coronavirus-variant-tracker.html
[3] https://trib.al/ALziAPL
[2] https://www.weforum.org/agenda/2021/11/covid-19-coronavirus-pandemic-news-26-november-2021?utm_source=twitter&utm_medium=social_scheduler&utm_term=COVID-19&utm_content=26/11/2021+11:00
[2] https://www.weforum.org/agenda/2021/11/covid-19-coronavirus-pandemic-news-26-november-2021?utm_source=twitter&utm_medium=social_video&utm_term=1_1&utm_content=24503_new_COVID_variant&utm_campaign=social_video_2021
[2] https://www.washingtonpost.com/health/2021/11/26/faq-new-variant-omicron/?utm_campaign=wp_main&utm_medium=social&utm_source=twitter
[2] https://abcnews.go.com/Health/live-updates/coronavirus/?id=81441585
[2] https://justthenews.com/politics-policy/coronavirus/fauci-escalates-feud-gop-senators-declaring-i-represent-science

Top URLs in Tweet in G7:
[4] https://peru21.pe/mundo/coronavirus-director-de-la-oms-dice-que-la-variante-omicron-nos-recuerda-que-esto-no-se-ha-acabado-nndc-noticia/
[3] https://actualidad.rt.com/actualidad/411867-cientificos-italianos-presentan-primera-imagen-omicron
[2] https://actualidad.rt.com/actualidad/411952-oms-comunica-variante-omicron-peligrosa
[2] https://actualidad.rt.com/actualidad/411988-japon-cierra-fronteras-9-paises-avance-coronavirus-omnicron
[2] https://trib.al/IN16UFc
[2] https://trib.al/GrMgv25
[2] https://elcomercio.pe/lima/sucesos/vacuna-contra-el-covid-19-mas-de-22-millones-251-mil-peruanos-ya-fueron-inmunizados-contra-el-coronavirus-sinopharm-minsa-nndc-noticia/
[1] https://www.dw.com/p/43X1o
[1] https://www.dw.com/p/43aDY
[1] http://dw.com/p/43bVZ

Top URLs in Tweet in G8:
[2] https://www.gbnews.uk/news/omicron-variant-uk-panicking-unnecessarily-says-doctor-who-found-new-coronavirus-strain/166532
[1] http://trib.al/AnmNHgu
[1] http://trib.al/aD8dK2N
[1] https://www.wsj.com/articles/zero-covid-coronavirus-pandemic-lockdowns-china-australia-new-zealand-11628101945
[1] https://twitter.com/kenklippenstein/status/1464690392746631185
[1] https://www.repubblica.it/esteri/2021/11/28/news/coronavirus_nel_mondo_la_presidente_dei_medici_del_sudafrica_omicron_da_sintomi_lievi_-328136810/
[1] https://www.express.co.uk/news/politics/1528102/masks-omicron-variant-boris-johnson-coronavirus-latest

Top URLs in Tweet in G9:
[1] https://apnews.com/article/coronavirus-pandemic-lifestyle-health-business-poland-f559465c6a822d12b2dd513f122d5a31
[1] https://www.cbc.ca/news/world/japan-omicron-pandemic-1.6266251
[1] https://www.cbc.ca/news/politics/omicron-variant-canada-travellers-1.6265927?__vfz=medium%3Dsharebar

Top URLs in Tweet in G10:
[9] https://www.houstonchronicle.com/coronavirus/article/Hotez-omicron-covid-variant-dont-panic-in-us-16653897.php
[4] https://trib.al/JpNpRMd
[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://apnews.com/article/coronavirus-new-variant-omicron-explainer-116ef818ac4a8e7bc23bb28d6511ecad
[2] https://www.scmp.com/coronavirus/greater-china/article/3157663/pandemic-treaty-be-front-and-centre-landmark-who-meeting?utm_content=article&utm_medium=Social&utm_source=Twitter#Echobox=1638094253-1
[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
[2] https://www.ctvnews.ca/health/coronavirus/israel-to-ban-entry-of-foreigners-from-all-countries-over-omicron-1.5684231?cid=sm%3Atrueanthem%3A%7B%7Bcampaignname%7D%7D%3Atwitterpost%E2%80%8B&taid=61a328f99a8dbd000104b754&utm_campaign=trueAnthem%3A+Trending+Content&utm_medium=trueAnthem&utm_source=twitter

Top Domains
Top Domains in Tweet in Entire Graph:
[133] twitter.com
[97] trib.al
[93] reuters.com
[73] apnews.com
[72] elpais.com
[71] cnn.com
[65] nytimes.com
[63] co.uk
[60] francetvinfo.fr
[57] com.br

Top Domains in Tweet in G1:
[47] twitter.com
[32] apnews.com
[30] cnn.com
[29] reuters.com
[25] co.uk
[24] com.ar
[19] com.br
[16] washingtonpost.com
[15] nytimes.com
[13] theguardian.com

Top Domains in Tweet in G2:
[32] elpais.com
[4] bbc.in
[3] bit.ly
[2] swissinfo.ch
[2] rt.com
[2] bbc.com
[2] trib.al
[2] eldoce.tv
[2] abcnoticias.net
[1] com.ec

Top Domains in Tweet in G3:
[3] gov.uk
[2] youtube.com
[1] nhs.uk

Top Domains in Tweet in G4:
[40] bnonews.com
[3] newsnodes.com
[2] abc7.com
[2] dhakatribune.com
[1] goshen-ma.us
[1] statista.com
[1] apnews.com
[1] rte.ie

Top Domains in Tweet in G5:
[13] indiatoday.in
[7] today.ng
[6] jpost.com
[5] ajc.com
[5] indiatimes.com
[5] twitter.com
[4] dawn.com
[4] rt.com
[4] foxnews.com
[3] bit.ly

Top Domains in Tweet in G6:
[11] trib.al
[10] weforum.org
[9] nytimes.com
[8] nyti.ms
[8] abcn.ws
[7] theguardian.com
[5] justthenews.com
[2] washingtonpost.com
[2] go.com
[2] fox8.com

Top Domains in Tweet in G7:
[8] rt.com
[6] dw.com
[5] cnn.it
[4] peru21.pe
[4] trib.al
[4] larepublica.pe
[3] elcomercio.pe
[1] bit.ly
[1] twitter.com
[1] cnn.com

Top Domains in Tweet in G8:
[2] gbnews.uk
[2] trib.al
[1] wsj.com
[1] twitter.com
[1] repubblica.it
[1] co.uk

Top Domains in Tweet in G9:
[2] cbc.ca
[1] apnews.com

Top Domains in Tweet in G10:
[15] trib.al
[13] ctvnews.ca
[9] houstonchronicle.com
[5] apnews.com
[4] bbc.in
[3] co.uk
[2] scmp.com
[2] worldometers.info
[1] msnbc.com
[1] time.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1175] coronavirus
[519] covid19
[458] omicron
[120] omicronvariant
[117] covid
[101] corona
[78] covidvariant
[76] covid_19
[56] b11529
[42] ómicron



Top Hashtags in Tweet in G1:
[264] coronavirus
[94] covid19
[87] omicron
[35] corona
[29] covidvariant
[29] omicronvariant
[24] covid
[23] covid_19
[12] news
[11] pazar

Top Hashtags in Tweet in G2:
[19] coronavirus
[9] covid19
[8] últimahora
[7] africa
[7] afp
[6] ultimahora
[5] 11/29/2021 12:00:00 AM
[5] 11/26/2021 12:00:00 AM
[4] oms
[3] ómicron

Top Hashtags in Tweet in G3:
[7] covid19
[2] omicronvariant
[1] update
[1] kasus
[1] jumlah
[1] pasien
[1] positif
[1] meninggal
[1] dunia
[1] sembuh

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

Top Hashtags in Tweet in G5:
[45] coronavirus
[43] omicron
[25] omicronvariant
[24] covid19
[13] 5ivelive
[10] xi
[6] covid
[5] who
[4] marketswithetnow
[3] nifty

Top Hashtags in Tweet in G6:
[18] covid19
[11] coronavirus
[3] vaccinated
[2] austria
[2] italy
[2] biden
[2] offer
[2] update
[2] omicron
[2] covid

Top Hashtags in Tweet in G7:
[72] coronavirus
[50] omicron
[27] alemania
[26] uci
[26] contagios
[25] variantesudafricana
[23] ómicron
[20] b11529
[5] sudáfrica
[5] europa

Top Hashtags in Tweet in G9:
[14] breakingnews

Top Hashtags in Tweet in G10:
[6] omicron
[2] vaccine
[1] covid19
[1] wordoftheyear

Top Words
Top Words in Tweet in Entire Graph:
[4397] coronavirus
[2048] variant
[1512] omicron
[1340] variante
[1175] #coronavirus
[1088] covid
[674] cases
[643] 19
[615] nueva
[596] क

Top Words in Tweet in G1:
[464] coronavirus
[264] #coronavirus
[235] variant
[199] omicron
[135] variante
[133] covid
[94] #covid19
[92] 19
[87] #omicron
[70] more

Top Words in Tweet in G2:
[793] coronavirus
[554] urgente
[536] alertanews24
[454] variante
[204] omicron
[183] nueva
[121] ómicron
[120] riesgo
[115] global
[108] covid

Top Words in Tweet in G3:
[258] coronavirus
[211] variant
[205] spectatorindex
[193] omicron
[165] south
[137] breaking
[92] african
[90] chairwoman
[90] medical
[90] association

Top Words in Tweet in G4:
[242] coronavirus
[213] variant
[197] bnodesk
[104] breaking
[89] due
[80] africa
[73] reports
[71] cases
[64] israel
[57] south

Top Words in Tweet in G5:
[123] variant
[91] coronavirus
[53] omicron
[46] covid
[45] #coronavirus
[43] #omicron
[35] indiatoday
[29] world
[26] 19
[25] #omicronvariant

Top Words in Tweet in G6:
[107] variant
[83] omicron
[83] cases
[82] coronavirus
[67] nytimes
[41] identified
[38] over
[35] 13
[35] portugal
[34] officials

Top Words in Tweet in G7:
[122] dw_espanol
[98] variante
[97] nueva
[79] mundo
[72] #coronavirus
[63] coronavirus
[50] #omicron
[50] ómicron
[44] alemán
[44] alerta

Top Words in Tweet in G8:
[69] public
[68] sterilizing
[68] vaccine
[68] animal
[68] reservoirs
[68] focused
[68] quarantine
[68] positive
[68] cases
[68] health

Top Words in Tweet in G9:
[88] biden
[84] global
[84] shocked
[83] wait
[83] inflation
[83] phenomenon
[83] joe
[83] fault
[83] gop
[83] acting

Top Words in Tweet in G10:
[103] variant
[61] coronavirus
[61] omicron
[49] covid
[37] travel
[35] health
[34] 19
[29] africa
[28] south
[28] officials

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[843] coronavirus,variant
[602] covid,19
[553] urgente,coronavirus
[511] nueva,variante
[502] alertanews24,urgente
[476] omicron,variant
[387] south,africa
[354] omicron,coronavirus
[343] variante,coronavirus
[306] variant,coronavirus

Top Word Pairs in Tweet in G1:
[82] covid,19
[81] omicron,variant
[74] coronavirus,variant
[42] nueva,variante
[37] variante,coronavirus
[35] variante,ómicron
[30] variant,coronavirus
[25] variant,omicron
[23] south,africa
[23] ómicron,coronavirus

Top Word Pairs in Tweet in G2:
[533] urgente,coronavirus
[486] alertanews24,urgente
[169] nueva,variante
[155] variante,omicron
[124] variante,coronavirus
[111] riesgo,global
[97] variante,ómicron
[78] coronavirus,japón
[75] cierra,frontera
[71] frontera,extranjeros

Top Word Pairs in Tweet in G3:
[134] coronavirus,variant
[129] spectatorindex,breaking
[115] 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:
[207] coronavirus,variant
[91] bnodesk,breaking
[83] due,coronavirus
[57] south,africa
[52] cases,coronavirus
[50] closes,border
[47] border,foreigners
[47] foreigners,due
[44] variant,529
[42] breaking,israel

Top Word Pairs in Tweet in G5:
[31] coronavirus,variant
[20] covid,variant
[19] covid,19
[18] variant,'omicron'
[17] #omicronvariant,#coronavirus
[14] 19,variant
[13] around,world
[13] #coronavirus,#covid19
[12] omicron,variant
[12] #omicron,#omicronvariant

Top Word Pairs in Tweet in G6:
[53] coronavirus,variant
[42] cases,omicron
[38] variant,identified
[38] omicron,coronavirus
[35] 13,cases
[34] identified,portugal
[34] portugal,officials
[34] officials,cases
[34] cases,linked
[33] nytimes,13

Top Word Pairs in Tweet in G7:
[63] nueva,variante
[42] variante,#coronavirus
[28] alerta,nueva
[26] #alemania,lanza
[26] lanza,operación
[26] operación,aviones
[26] aviones,#uci
[26] #uci,debido
[26] debido,saturación
[26] saturación,hospitales

Top Word Pairs in Tweet in G8:
[68] sterilizing,vaccine
[68] vaccine,animal
[68] animal,reservoirs
[68] reservoirs,focused
[68] focused,quarantine
[68] quarantine,positive
[68] positive,cases
[68] cases,public
[68] public,health
[67] drjbhattacharya,sterilizing

Top Word Pairs in Tweet in G9:
[83] wait,inflation
[83] inflation,global
[83] global,phenomenon
[83] phenomenon,joe
[83] joe,biden
[83] biden,fault
[83] fault,shocked
[83] shocked,gop
[83] gop,acting
[83] acting,such

Top Word Pairs in Tweet in G10:
[49] omicron,variant
[34] covid,19
[24] south,africa
[24] health,officials
[22] coronavirus,variant
[22] variant,covid
[22] 19,raising
[22] raising,concerns
[22] concerns,health
[22] officials,amid

Top Replied-To
Top Replied-To in Entire Graph:
@karl_lauterbach
@reuters
@who
@c_lindner
@whitehouse
@arikouts
@senadorhumberto
@rtlfrance
@juliahb1
@po_raad

Top Replied-To in G1:
@newspresslk

Top Replied-To in G2:
@el_pais
@sgdambrauskas

Top Replied-To in G3:
@cromwellstuff

Top Replied-To in G4:
@dalyston1

Top Replied-To in G5:
@who
@whitehouse
@potus
@jihadwatchrs
@siliku5_gaming
@cnnnews18
@harmhoeksema
@drtedros
@rbreich

Top Replied-To in G6:
@bbcpolitics
@schoolcustodian
@abc

Top Replied-To in G10:
@telegraph
@cnn
@brusselstimes

Top Mentioned
Top Mentioned in Entire Graph:
@alertanews24
@spectatorindex
@bnodesk
@dw_espanol
@mollyjongfast
@nytimes
@drjbhattacharya
@lavecinarubia
@occupydemocrats
@sailorrooscout

Top Mentioned in G1:
@_hnk_w_ca
@healthy74185112
@twitpollnl
@noticiasde_
@serpalencia
@angelociocca
@antnom
@dissidentnl
@feedynewsbr
@albatwitchbio

Top Mentioned in G2:
@alertanews24
@el_pais
@coronavirusnewv
@bbcmundo
@manuelansede
@alerta_news_
@naranjo_p
@afpespanol
@reporteya
@finanzasargy

Top Mentioned in G3:
@spectatorindex
@paulembery
@alertanews24
@dhscgovuk
@ukhsa
@darrenmark69
@frontalforce
@rogersmith1144
@cromwellstuff
@pikiran_rakyat

Top Mentioned in G4:
@bnodesk
@alexinair
@turloughdownes
@flotus
@mvollmer1
@chrislongview
@alertanews24
@amandaballeng99
@mls_dave
@spectatorindex

Top Mentioned in G5:
@indiatoday
@who
@shivaroor
@statehousekenya
@economictimes
@joshdcaplan
@snehamordani
@sn
@un
@potus

Top Mentioned in G6:
@nytimes
@abc
@gma
@washingtonpost
@trevor
@ap_europe
@wef
@gstephanopoulos
@jsolomonreports
@bbcpolitics

Top Mentioned in G7:
@dw_espanol
@actualidadrt
@cnnee
@alertanews24
@uninoticias
@larepublica_pe
@peru21noticias
@peggycarranza
@leivabruce1
@denissetorrico

Top Mentioned in G8:
@drjbhattacharya
@apfactcheck
@gbnews
@petunianelsole
@spectatorindex

Top Mentioned in G9:
@mollyjongfast
@fordjohnathan5
@cbcnews
@maggienyt
@bnodesk
@abc

Top Mentioned in G10:
@ap
@cnn
@telegraph
@peterhotez
@bbcworld
@ctvnews
@vabvox
@msnbc
@abc
@heartlandsignal

Top Tweeters
Top Tweeters in Entire Graph:
@elnacionalweb
@la_patilla
@kakusan_rt
@salvesayson
@infoitinterno
@el_cooperante
@jornalistavitor
@knewz_currently
@derick04kt1772
@mariachonatabe1

Top Tweeters in G1:
@infoitinterno
@el_cooperante
@jornalistavitor
@knewz_currently
@portaldiarioar
@titrespresse
@andyvermaut
@jacekwierzbicki
@billm9
@politicalhedge

Top Tweeters in G2:
@rodolfoxoliz
@trafficaracas
@reporteya
@el_pais
@sylar_71
@cruzmaldonado2
@orlando_garnica
@jabh44
@marielaluca
@bbcmundo

Top Tweeters in G3:
@freddy13perez
@ishagshafeeg
@the_evil_barbie
@pobbathi_venku
@ndsolanki
@cartha_of_cfc
@pikiran_rakyat
@xiaodr35
@azania_magwala
@mwangijmacs

Top Tweeters in G4:
@facundoxxii
@cscviews
@alephsmom
@hermescash
@madvet2000
@46mingo
@konemoheavy
@chrislongview
@lovelylanvin
@youaintabarbie

Top Tweeters in G5:
@telesurtv
@indiatoday
@cnnnews18
@indianexpress
@gus_802
@coronaupdatebot
@indiatodayflash
@economictimes
@etnowlive
@foxnews

Top Tweeters in G6:
@brandonmscales
@tgradous
@courageousgirl2
@cultiv8hope
@nytimes
@censelio
@evcoc54
@washingtonpost
@djriter
@abc

Top Tweeters in G7:
@actualidadrt
@larepublica_pe
@hongry_hrm
@cnnee
@peru21noticias
@enriquedavilav
@uninoticias
@elcomercio_peru
@hoymismotsi
@warmicha8

Top Tweeters in G8:
@mcarsonaos
@lauriemettier
@testament73
@doctorsekzi
@denisemembery
@maryspes
@ritapanahi
@capand69
@rlamartini
@das_varun99

Top Tweeters in G9:
@kristafrances
@bethsinniresist
@kat223
@lkjtexas
@vivbwoke
@turntxblue18
@twobaskets
@caffeineandhate
@lesliejoan58
@tammyinmt406

Top Tweeters in G10:
@govkhan
@cotey_mary
@slimchick1900
@mdjacksondallas
@nozakitakehide
@cathleenkucz
@ikateufel
@vabvox
@telegraph
@krishworlds