Coronavirus, Twitter, 5/18/2022 10:44:47 AM, 276544


FAQ | Problem?

Coronavirus_2022-05-18_01-26-41.xlsx
Coronavirus_2022-05-18_01-26-41.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
May 18, 2022
Short Description:
Coronavirus via NodeXL https://bit.ly/3MuDYBI
@nytimes
@joan3lamb
@karansinnott
@throwawayalien
@wsjp_insight
@guardian
@picardonhealth
@truth_lovr
@apoorva_nyc
@americanhope78

Top hashtags:
#coronavirus
#covid19
#covid
#covid_19
#covidー19
#toquedequeda

Description:
Description
The graph represents a network of 8,224 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 Wednesday, 18 May 2022 at 08:49 UTC.

The requested start date was Wednesday, 18 May 2022 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, 56-minute period from Sunday, 15 May 2022 at 11:29 UTC to Tuesday, 17 May 2022 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 : 8224
Unique Edges : 4096
Edges With Duplicates : 11279
Total Edges : 15375
Number of Edge Types : 5
Tweet : 2824
Retweet : 4884
MentionsInRetweet : 5517
Replies to : 466
Mentions : 1684
Self-Loops : 2990
Reciprocated Vertex Pair Ratio : 0.00632259961770328
Reciprocated Edge Ratio : 0.0125657510227937
Connected Components : 2275
Single-Vertex Connected Components : 1196
Maximum Vertices in a Connected Component : 1919
Maximum Edges in a Connected Component : 3956
Maximum Geodesic Distance (Diameter) : 28
Average Geodesic Distance : 8.030997
Graph Density : 0.000101203750891374
Modularity : 0.502947
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 8,224 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 Wednesday, 18 May 2022 at 08:49 UTC.

The requested start date was Wednesday, 18 May 2022 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, 56-minute period from Sunday, 15 May 2022 at 11:29 UTC to Tuesday, 17 May 2022 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:
[195] https://newsdigest.jp/pages/coronavirus/
[76] https://www.reuters.com/business/healthcare-pharmaceuticals/coronavirus-may-be-linked-cases-severe-hepatitis-children-2022-05-16/
[63] https://www.jeuneafrique.com/1171814/politique/coronavirus-lalgerie-accuse-pfizer-de-chantage/
[34] https://www.nu.nl/coronavirus/6201033/ruim-een-op-de-vijf-coronapatienten-houdt-langdurig-klachten.html
[30] https://www3.nhk.or.jp/news/special/coronavirus/data/
[28] https://www.thenewsminute.com/article/watch-how-rajinikanth-escaped-coronavirus-1983-film-122125
[28] https://thewest.com.au/news/coronavirus/town-of-port-hedland-vote-to-sue-wa-government-over-vaccination-mandates-c-6815700
[25] https://ourworldindata.org/explorers/coronavirus-data-explorer?zoomToSelection=true&time=2022-01-01..latest&uniformYAxis=0&pickerSort=desc&pickerMetric=new_cases_per_million&Metric=Cases+and+deaths&Interval=7-day+rolling+average&Relative+to+Population=true&Color+by+test+positivity=false&country=~TWN
[25] https://www.vice.com/en/article/m7q5vv/anti-vaxxers-are-terrified-the-government-will-enforce-a-vaccine-for-coronavirus
[23] https://www.jpost.com/health-and-wellness/coronavirus/article-706889

Top URLs in Tweet in G1:
[10] https://www3.nhk.or.jp/news/special/coronavirus/data/
[8] https://fij.info/coronavirus-feature/overseas#tempo0211
[7] https://www.nhs.uk/conditions/coronavirus-covid-19/coronavirus-vaccination/book-coronavirus-vaccination/
[7] https://www.nytimes.com/2022/05/16/opinion/covid-nasal-vaccine.html?smid=tw-share
[6] https://www.worldometers.info/coronavirus/
[6] https://www.nytimes.com/2022/05/16/health/covid-reinfection.html?smid=tw-share
[6] http://www.snoopbee.com/yup_free_online_tutoring.html
[5] https://www.reuters.com/business/healthcare-pharmaceuticals/coronavirus-may-be-linked-cases-severe-hepatitis-children-2022-05-16/
[5] https://www.nytimes.com/2022/05/16/health/covid-reinfection.html
[5] https://contrapunto.com/nacional/coronavirus-nacional/delcy-rodriguez-informo-que-se-detectaron-44-nuevos-contagios-de-covid-19-este-15may/

Top URLs in Tweet in G2:
[2] https://www.aljazeera.com/news/2022/5/16/shanghai-says-it-will-return-to-normal-on-june-1
[2] https://gov.scot/coronavirus
[1] https://bylinetimes.com/2022/03/08/government-refuses-to-reveal-taxpayer-cost-of-secret-covid-subsidy-for-its-wealthy-press-friends/

Top URLs in Tweet in G3:
[3] https://www.ctvnews.ca/health/coronavirus/shanghai-says-lockdown-to-ease-as-virus-spread-mostly-ends-1.5904737?cid=sm%3Atrueanthem%3A%7B%7Bcampaignname%7D%7D%3Atwitterpost%E2%80%8B&taid=628240492b64700001374c5e&utm_campaign=trueAnthem%3A+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[2] https://www.latercera.com/mundo/noticia/estados-unidos-alcanza-el-millon-de-muertes-por-coronavirus/GGNKWMHROBEH5JVGNSVKAYNEWU/
[2] https://www.nytimes.com/interactive/2022/05/13/us/covid-deaths-us-one-million.html
[1] https://trib.al/J3OiuOg
[1] https://nyti.ms/3N987Gq
[1] https://nyti.ms/3FI92uZ
[1] https://trib.al/ljWcvmf
[1] https://trib.al/QRgH9YB
[1] https://www.nytimes.com/2022/05/16/health/coronavirus-reinfection.html
[1] https://trib.al:443/QZqC9Ou

Top URLs in Tweet in G4:
[3] https://www.francetvinfo.fr/sante/maladie/coronavirus/covid-19-la-coree-du-nord-mobilise-son-armee-pour-freiner-l-epidemie_5141200.html
[1] https://www.francetvinfo.fr/sante/maladie/coronavirus/video-ecole-fermee-pour-cause-de-covid-19-la-priorite-c-est-que-les-parents-puissent-continuer-a-travailler-affirme-elisabeth-borne_4094521.html
[1] https://www.reuters.com/article/factcheck-coronavirus-eu-idUSL1N2S924P
[1] https://www.youtube.com/watch?v=5eJ2zNi6T6s&feature=youtu.be

[1] https://twitter.com/pinsollet/status/1526114563309043712
[1] https://twitter.com/DocteurGonzo4/status/1434174006119260169
[1] https://coronavirus.jhu.edu/map.html
[1] https://www.francetvinfo.fr/sante/maladie/coronavirus/coronavirus-que-vaut-la-nouvelle-etude-du-professeur-raoult-qui-vante-l-efficacite-de-l-hydroxychloroquine_3909089.html
[1] https://quoidansmonassiette.fr/synthese-et-analyse-critique-des-etudes-sur-lhydroxychloroquine-et-le-covid-19/
[1] https://covid-19.ontario.ca/data/case-numbers-and-spread

Top URLs in Tweet in G5:
[3] https://www.mcclatchydc.com/news/coronavirus/article261484507.html
[2] http://ws-jp.co.jp/2020/11/10/australia-10-pharmaceutical-corporations/
[2] http://ws-jp.co.jp/2020/02/15/science-technology-1-coronavirus-1/
[2] http://ws-jp.co.jp/2020/04/08/coronavirus-2-world-3-science-technology-2/
[2] http://ws-jp.co.jp/2021/02/19/recent-articles-about-japan-8/
[2] http://ws-jp.co.jp/2020/04/11/coronavirus-3-science-technology-3/
[2] http://ws-jp.co.jp/2020/08/24/world-6/
[2] http://ws-jp.co.jp/2020/05/27/coronavirus-7-japan/
[2] http://ws-jp.co.jp/2020/04/21/science-technology-4-telemedicine-1-coronavirus-4/
[2] http://ws-jp.co.jp/2020/04/22/coronavirus-5-science-technology-5-pharmaceutical-products-1/

Top URLs in Tweet in G6:
[6] https://www.reuters.com/business/healthcare-pharmaceuticals/coronavirus-may-be-linked-cases-severe-hepatitis-children-2022-05-16/
[3] https://www.huffpost.com/entry/coronavirus-phobia-side-effects-anxiety_n_603d18eec5b6829715023334
[1] https://mdpi.com/2076-0817/11/4/390
[1] https://www.ctvnews.ca/health/coronavirus/half-of-patients-hospitalized-with-covid-19-still-experiencing-at-least-one-symptom-two-years-later-study-1.5906249
[1] https://www.nhs.uk/conditions/coronavirus-covid-19/coronavirus-vaccination/how-to-get-a-coronavirus-vaccine/how-to-get-a-booster-dose/
[1] https://www.nytimes.com/2022/05/16/health/covid-reinfection.html
[1] https://www.nature.com/articles/d41586-022-01231-y?utm_term=Autofeed&utm_campaign=nature&utm_medium=Social&utm_source=Twitter&error=cookies_not_supported&code=dbf904b6-a85f-4764-9b9a-d4c6808de1be#Echobox=1652085186
[1] https://www.independent.co.uk/news/health/coronavirus-news-face-masks-increase-risk-infection-doctor-jenny-harries-a9396811.html
[1] https://www.cdc.gov/coronavirus/2019-ncov/hcp/clinical-care/underlyingconditions.html
[1] https://www.cdc.gov/coronavirus/2019-ncov/science/community-levels.html

Top URLs in Tweet in G7:
[6] https://trib.al/mzSuEQD
[6] https://tn.com.ar/sociedad/2022/05/16/carla-vizzotti-estamos-empezando-en-la-argentina-la-cuarta-ola-de-coronavirus/
[4] https://www.infobae.com/america/mundo/2022/05/17/china-confirmo-su-primer-caso-de-coronavirus-con-la-variante-ba2121-de-omicron/?utm_medium=Social&utm_source=Twitter#Echobox=1652788437-1
[3] https://tn.com.ar/musica/noticias/2022/05/17/eric-clapton-tiene-coronavirus-y-tuvo-que-suspender-sus-shows/
[3] https://tn.com.ar/sociedad/2022/05/15/coronavirus-en-la-argentina-los-casos-subieron-926-en-una-semana/?utm_term=Autofeed&utm_campaign=tn_todonoticias&utm_medium=Social&utm_source=Twitter#Echobox=1652671911
[3] https://tn.com.ar/musica/noticias/2022/05/17/eric-clapton-tiene-coronavirus-y-tuvo-que-suspender-sus-shows/?utm_medium=Social&utm_campaign=tn_todonoticias&utm_source=Twitter#Echobox=1652786823
[2] https://tn.com.ar/politica/2022/05/15/carla-vizzotti-descarto-nuevos-cierres-pese-a-la-suba-de-casos-de-coronavirus/
[1] https://www.infobae.com/america/entretenimiento/2022/05/17/eric-clapton-dio-positivo-de-coronavirus-y-suspendio-los-shows-que-tenia-programados-en-suiza-e-italia/?utm_medium=Social&utm_source=Twitter#Echobox=1652783885-1
[1] https://trib.al/SPobRxP
[1] https://www.ejecentral.com.mx/casos-activos-de-covid-subieron-23-en-abril/

Top URLs in Tweet in G8:
[4] https://www.independent.co.uk/news/world/americas/food-banks-us-trump-coronavirus-aid-pandemic-economy-reopen-a9459431.html?amp
[2] https://www.dropbox.com/s/1dumb3ylmpzb14t/P020190314467594129359.pdf?dl=0
[1] https://github.com/nychealth/coronavirus-data/blob/master/trends/covid-like-illness.csv
[1] https://www.cbsnews.com/video/doctor-on-latest-coronavirus-developments-as-u-s-approaches-1-million-covid-19-deaths/#x
[1] https://cbsn.ws/3yGK4e8
[1] https://academic.oup.com/cid/article/74/Supplement_3/e4/6585957
[1] https://www.forbes.com/sites/mattperez/2020/04/08/report-us-intelligence-officials-warned-about-coronavirus-in-wuhan-in-late-november/amp/
[1] https://www.aljazeera.com/news/2022/4/14/coronavirus-far-from-becoming-endemic-says-who
[1] https://aje.io/nzjese
[1] https://www.france24.com/en/asia-pacific/20220516-kim-jong-un-decries-north-korea-covid-response-deploys-army?ref=tw

Top URLs in Tweet in G9:
[14] http://www.saludnews24.com.ar/noticia/salud/20437-los-casos-de-coronavirus-aumentaron-92-en-una-semana-en-el-pais
[8] https://listindiario.com/la-republica/2022/05/16/721537/poquito-a-poco-van-subiendo-los-infectados-por-covid-19
[6] http://www.saludnews24.com.ar/noticia/salud/20438-vizzotti-la-cuarta-ola-de-coronavirus-nos-encuentra-en-una-situacion-distinta
[5] http://www.saludnews24.com.ar/noticia/salud/20436-un-estudio-vincula-la-hepatitis-grave-detectada-en-ninos-con-el-coronavirus
[5] http://beautifulskinyourin.com/beautiful-skin-your-in-quick-and-dirty-news-brief/
[2] https://www.eldiario.net/portal/2022/05/17/informe-covid-19-153/
[2] https://recvprofits.com/articles/4957/1?t=1652617357
[2] http://www.argotheme.com/organecyberpresse/spip.php?article4303
[2] https://www.libertaddigital.com.ar/Notas/Nota/1630278461-en-solo-una-semana-los-casos-de-covid-aumentaron-un-92-en-argentina
[2] https://www.youtube.com/watch?v=C5rXoKDfu0M&feature=youtu.be


Top URLs in Tweet in G10:
[43] https://www.reuters.com/business/healthcare-pharmaceuticals/coronavirus-may-be-linked-cases-severe-hepatitis-children-2022-05-16/
[4] https://app.powerbi.com/view?r=eyJrIjoiMmVlMzNiMjgtN2VkOC00NTIwLWJhYTgtMjQyZWY4NjljOWRjIiwidCI6IjUxYjQ2YzE0LTliMWQtNDAzYy04NTA0LWMwOWYxOTAyODIwZCIsImMiOjN9
[2] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fd41586-022-01280-3
[2] https://www.ndtv.com/india-news/coronavirus-india-live-updates-coronavirus-cases-today-covid-19-cases-in-india-omicron-covid-cases-india-covid-cases-may-17-2982123
[1] https://nymag.com/intelligencer/2020/03/why-was-it-so-hard-to-raise-the-alarm-on-coronavirus.html
[1] https://www.scmp.com/news/china/science/article/3078840/coronavirus-low-antibody-levels-raise-questions-about
[1] https://nymag.com/intelligencer/amp/2020/03/why-was-it-so-hard-to-raise-the-alarm-on-coronavirus.html
[1] https://twitter.com/ben__fisher/status/1525717395851345920
[1] https://twitter.com/beattrice_/status/1525269013948932101
[1] https://twitter.com/drgregkelly/status/1526455932711890944

Top Domains
Top Domains in Tweet in Entire Graph:
[414] blogspot.com
[195] newsdigest.jp
[171] com.ar
[146] reuters.com
[143] twitter.com
[102] eatthis365.com
[84] recvprofits.com
[65] nytimes.com
[63] jeuneafrique.com
[61] or.jp

Top Domains in Tweet in G1:
[99] eatthis365.com
[88] com.ar
[67] recvprofits.com
[51] twitter.com
[34] instagram.com
[30] nytimes.com
[24] com.br
[22] or.jp
[22] nhs.uk
[13] reuters.com

Top Domains in Tweet in G2:
[2] aljazeera.com
[2] gov.scot
[1] bylinetimes.com

Top Domains in Tweet in G3:
[6] ctvnews.ca
[5] trib.al
[5] nytimes.com
[2] nyti.ms
[2] latercera.com
[1] huffpost.com
[1] nbcnewyork.com
[1] indiatimes.com

Top Domains in Tweet in G4:
[5] francetvinfo.fr
[2] twitter.com
[1] reuters.com
[1] youtube.com
[1] jhu.edu
[1] quoidansmonassiette.fr
[1] ontario.ca
[1] quebec.ca
[1] europa.eu
[1] apotheke-adhoc.de

Top Domains in Tweet in G5:
[27] co.jp
[6] twitter.com
[5] mcclatchydc.com
[3] trib.al
[2] sky.com
[2] co.uk
[2] abcn.ws
[2] bbc.com
[1] pnas.org
[1] nytimes.com

Top Domains in Tweet in G6:
[6] reuters.com
[3] huffpost.com
[2] cdc.gov
[1] mdpi.com
[1] ctvnews.ca
[1] nhs.uk
[1] nytimes.com
[1] nature.com
[1] co.uk
[1] gov.uk

Top Domains in Tweet in G7:
[17] com.ar
[7] trib.al
[5] infobae.com
[1] com.mx

Top Domains in Tweet in G8:
[4] co.uk
[2] dropbox.com
[1] github.com
[1] cbsnews.com
[1] cbsn.ws
[1] oup.com
[1] forbes.com
[1] aljazeera.com
[1] aje.io
[1] france24.com

Top Domains in Tweet in G9:
[27] com.ar
[11] lacerca.com
[10] recvprofits.com
[8] listindiario.com
[7] com.br
[5] beautifulskinyourin.com
[3] cgtn.com
[2] eldiario.net
[2] argotheme.com
[2] youtube.com

Top Domains in Tweet in G10:
[44] reuters.com
[4] powerbi.com
[3] twitter.com
[2] nymag.com
[2] nature.com
[2] ndtv.com
[2] medicalxpress.com
[1] scmp.com
[1] nytimes.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1412] coronavirus
[1125] covid19
[428] covid
[395] covid_19
[320] covidー19
[222] toquedequeda
[203] estadodealarma
[185] news
[184] 新型コロナウイルス
[174] pfizer



Top Hashtags in Tweet in G1:
[482] coronavirus
[161] covid19
[158] news
[129] health
[62] covid
[46] coronavirustips
[45] covidvaccine
[39] healthy
[38] healthyeating
[33] coronavirussymptoms

Top Hashtags in Tweet in G3:
[1] covid19
[1] usa
[1] unitedstates
[1] coronavirus

Top Hashtags in Tweet in G4:
[3] coronavirus
[1] vaccination
[1] janssen
[1] covid
[1] miraclespike2p
[1] lamatinale
[1] zulassung
[1] totimpfstoffes
[1] valneva
[1] covid19

Top Hashtags in Tweet in G5:
[24] coronavirus
[13] covid19
[4] コロナウイルス
[3] 新型コロナ
[3] northkorea
[2] primeminister
[2] shinzoabe
[2] variant
[2] variants
[2] crisismanagement

Top Hashtags in Tweet in G6:
[22] pathogens
[22] superantigens
[22] sarscov2
[4] getboosted
[3] covid19
[1] coronavirus
[1] nhs

Top Hashtags in Tweet in G7:
[7] ahora
[4] coronavirus
[3] 5/17/2022 12:00:00 AM
[2] 5/16/2022 12:00:00 AM
[2] quintaola
[2] méxico
[1] rebrote

Top Hashtags in Tweet in G8:
[22] covid
[21] nyc
[4] covid19
[2] wuhan
[2] sarscov2
[2] coronavirus
[1] omicron
[1] science
[1] pandemic

Top Hashtags in Tweet in G9:
[113] coronavirus
[40] covid19
[17] covid
[11] news
[10] covid_19
[9] omicron
[8] larepúblicald
[8] infectados
[8] coronavírus
[6] healthyeating

Top Hashtags in Tweet in G10:
[7] covid19
[7] coronavirus
[5] coronavirusoutbreak
[3] covid2020
[3] covid19pandemic
[3] coronaupdate
[3] covid19uk
[2] hepatitis
[2] children
[2] gut

Top Words
Top Words in Tweet in Entire Graph:
[3394] coronavirus
[1412] #coronavirus
[1385] covid
[1125] #covid19
[778] 19
[673] government
[613] news
[537] media
[519] cases
[511] special

Top Words in Tweet in G1:
[666] coronavirus
[482] #coronavirus
[341] covid
[216] casos
[185] 19
[161] #covid19
[158] #news
[129] #health
[118] cases
[80] semana

Top Words in Tweet in G2:
[509] coronavirus
[504] news
[502] rarely
[502] mentioned
[502] media
[502] government
[502] quietly
[502] special
[497] began
[497] borisjohnson

Top Words in Tweet in G3:
[216] coronavirus
[209] nytimes
[109] omicron
[99] spreading
[99] rate
[98] cases
[97] alarming
[97] particularly
[97] northeast
[97] midwest

Top Words in Tweet in G4:
[76] jamais
[45] spike
[42] par
[42] été
[42] ces
[38] précise
[38] ai
[38] convaincue
[38] nécessité
[38] avons

Top Words in Tweet in G5:
[58] north
[55] country
[52] coronavirus
[50] military
[49] pandemic
[43] washingtonpost
[43] kim
[42] response
[41] korean
[41] leader

Top Words in Tweet in G6:
[72] novel
[41] kids
[38] lisa_iannattone
[38] hepatitis
[37] don
[36] thought
[36] outbreak
[36] caused
[35] pedi
[23] online

Top Words in Tweet in G7:
[131] coronavirus
[103] corea
[75] norte
[42] casos
[40] medicamentos
[37] urgente
[34] alertanews24
[29] vacunas
[28] alerta_news_
[27] ofrece

Top Words in Tweet in G8:
[22] #covid
[21] drjayvarma
[21] prolonged
[21] #nyc
[21] surge
[21] steadily
[21] increasing
[21] pressure
[21] emergency
[21] departments

Top Words in Tweet in G9:
[113] #coronavirus
[40] #covid19
[39] covid
[25] 19
[19] casos
[18] saludnewsonline
[17] #covid
[17] क
[15] semana
[14] aumentaron

Top Words in Tweet in G10:
[71] coronavirus
[69] cases
[58] hepatitis
[45] children
[43] linked
[43] severe
[30] covid
[25] those
[25] drgregkelly
[23] drericding

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[716] covid,19
[506] news,media
[505] rarely,mentioned
[505] mentioned,news
[505] government,quietly
[505] special,coronavirus
[500] media,began
[500] began,borisjohnson
[500] borisjohnson,government
[500] quietly,paying

Top Word Pairs in Tweet in G1:
[168] covid,19
[67] casos,coronavirus
[48] aumentaron,92
[43] #coronavirus,#covid19
[43] 92,semana
[38] #news,#coronavirus
[37] coronavirus,aumentaron
[32] #covid19,#coronavirus
[31] #health,#coronavirus
[30] #news,#health

Top Word Pairs in Tweet in G2:
[502] rarely,mentioned
[502] mentioned,news
[502] news,media
[502] government,quietly
[502] special,coronavirus
[497] media,began
[497] began,borisjohnson
[497] borisjohnson,government
[497] quietly,paying
[497] paying,special

Top Word Pairs in Tweet in G3:
[154] nytimes,coronavirus
[97] coronavirus,cases
[97] cases,spreading
[97] spreading,alarming
[97] alarming,rate
[97] rate,particularly
[97] particularly,northeast
[97] northeast,midwest
[97] midwest,average
[58] coronavirus,become

Top Word Pairs in Tweet in G4:
[38] précise,ai
[38] ai,jamais
[38] jamais,été
[38] été,convaincue
[38] convaincue,par
[38] par,nécessité
[38] nécessité,ces
[38] ces,avons
[38] avons,tap
[38] tap,aucun

Top Word Pairs in Tweet in G5:
[42] pandemic,response
[41] north,korean
[41] korean,leader
[41] leader,kim
[41] kim,jong
[41] jong,berated
[41] berated,officials
[41] officials,delays
[41] delays,pandemic
[41] response,mobilized

Top Word Pairs in Tweet in G6:
[36] don,thought
[36] thought,novel
[36] novel,hepatitis
[36] hepatitis,outbreak
[36] outbreak,kids
[36] kids,caused
[36] caused,novel
[35] lisa_iannattone,don
[35] novel,pedi
[22] #pathogens,perspective

Top Word Pairs in Tweet in G7:
[74] corea,norte
[48] coronavirus,corea
[37] urgente,coronavirus
[32] alertanews24,urgente
[28] alerta_news_,coronavirus
[27] corea,ofrece
[27] ofrece,corea
[27] norte,vacunas
[27] vacunas,medicamentos
[27] medicamentos,equipos

Top Word Pairs in Tweet in G8:
[21] prolonged,#nyc
[21] #nyc,#covid
[21] #covid,surge
[21] surge,steadily
[21] steadily,increasing
[21] increasing,pressure
[21] pressure,emergency
[21] emergency,departments
[21] departments,particularly
[21] particularly,striking

Top Word Pairs in Tweet in G9:
[22] covid,19
[15] #coronavirus,#covid19
[14] aumentaron,92
[14] 92,semana
[12] #covid19,#coronavirus
[12] casos,#coronavirus
[12] #coronavirus,aumentaron
[10] saludnewsonline,casos
[8] #larepúblicald,poquito
[8] poquito,poco

Top Word Pairs in Tweet in G10:
[43] linked,cases
[43] cases,severe
[41] coronavirus,linked
[41] severe,hepatitis
[41] hepatitis,children
[25] drgregkelly,coronavirus
[17] covid,19
[15] coronavirus,covid
[14] farid__jalali,somehow
[14] somehow,familiar

Top Replied-To
Top Replied-To in Entire Graph:
@539th
@escargotjo
@coronavirus_dz
@tvdellosport
@cat_coronavirus
@yvespdb
@nytimes
@vp
@llliiiilll66
@coronavirus_ar_

Top Replied-To in G2:
@newdawnawakens

Top Replied-To in G3:
@nytimes

Top Replied-To in G4:
@yvespdb
@floli64986071
@takeheight
@france3paris
@chatsecouriste
@debby_le_tuet
@jygateau
@oliviersanstom
@matrixfr
@libe

Top Replied-To in G5:
@cnni
@bergeonline

Top Replied-To in G6:
@covidcanada1
@capellarec
@bristoliver
@financejone
@jamesward73

Top Replied-To in G8:
@michael41636105
@michaelpbreton
@drambardar
@stephenking

Top Replied-To in G9:
@jdoriajr

Top Replied-To in G10:
@farid__jalali
@mcdevonmd
@dmodoscutter
@cleanairclassrm

Top Mentioned
Top Mentioned in Entire Graph:
@joan3lamb
@nytimes
@jjaranaz94
@traselvalle_obc
@newsdigestweb
@essexpr
@latinus_us
@apoorva_nyc
@inconforme75
@schmittpaula

Top Mentioned in G1:
@8000yo
@susurrosbaires
@suimu2013
@24clm
@debugliesnews
@outlierafrica
@mississauga_cal
@anillicitwriter
@cavecrusherback
@mbuddma

Top Mentioned in G2:
@joan3lamb
@yogisunlight
@tim_fisherman
@sammiejack3
@notes2melody
@newdawnawakens
@cassisnouveau
@scotgov

Top Mentioned in G3:
@nytimes
@apoorva_nyc
@nbcnewyork
@ismaelnafria
@ctvnews
@huffpost
@benedictecallan
@wirecutter
@latercera
@protect_bc

Top Mentioned in G4:
@pinsollet
@annette_lexa
@cnews
@malopedia
@xavierbazin2
@emmanuelmacron
@chriscottonstat
@verity_france
@olivierveran
@yvespdb

Top Mentioned in G5:
@washingtonpost
@gorka_orive
@wsjp_insight
@skynews
@abc
@ap
@masanpra
@containmentnu
@abcnews
@theeconomist

Top Mentioned in G6:
@lisa_iannattone
@pathogens_mdpi
@drlucymcbride
@gregggonsalves
@billius27
@ukhsa
@lakshmi_rkg
@fitterhappieraj
@nature
@covidcanada1

Top Mentioned in G7:
@alertanews24
@alerta_news_
@bbcmundo
@todonoticias
@mundoeconflicto
@rcr750
@coronavirusnewv
@infobaeamerica
@tnlaviola
@ejecentral

Top Mentioned in G8:
@drjayvarma
@cbsnews
@tuckercarlson
@ajenglish
@zdenekvrozina
@realcandaceo
@glennbeck
@zephyr1701
@stephenking
@seanhannity

Top Mentioned in G9:
@saludnewsonline
@blogdotato67
@listindiario
@ronronkmfa
@jairbolsonaro
@pp_clm
@minsaude
@exercitooficial
@gobjccm
@cgtnenespanol

Top Mentioned in G10:
@drgregkelly
@drericding
@farid__jalali
@edmjbg
@dmodoscutter
@ukcovid19stats
@enemyinastate
@delthiaricks
@microbesinfect
@mcdevonmd

Top Tweeters
Top Tweeters in Entire Graph:
@elnacionalweb
@infoitinterno
@jornalistavitor
@threadreaderapp
@alerttrade
@contrapuntovzla
@rashidaldosari
@yuuji_k1
@manchan_sub_acc
@tommybrain

Top Tweeters in G1:
@infoitinterno
@contrapuntovzla
@tommybrain
@portaldiarioar
@iacobellist
@andyvermaut
@crweworld
@informe21
@jacekwierzbicki
@bdnews24

Top Tweeters in G2:
@tartancobweb
@paulpaul49
@hscampoy
@carolehope2
@shirleyyoung2
@magapanthus
@meallyhen
@jwahjwah
@hacketttom
@caz5697

Top Tweeters in G3:
@jornalistavitor
@lindaleeking
@latercera
@themseries1
@slimchick1900
@lbutronp
@sachin55476477
@huffpost
@ani
@nytimes

Top Tweeters in G4:
@mariabadin18
@yvespdb
@delalande72
@clpeqt
@kitty_maggy
@william85837998
@cnews
@jackimbe
@ladyjessparis
@libe

Top Tweeters in G5:
@rashidaldosari
@inquirerdotnet
@fusasippona
@kmjeezy
@irishtimes
@skynews
@mailonline
@washingtonpost
@abc
@torontostar

Top Tweeters in G6:
@parsifel43
@bprophetable
@4evrstardancer
@miftyjackson
@saffiya_khan1
@pinky_or_brain
@lacunalingua_3
@janettekirchner
@ramblingproses
@prometheusgreen

Top Tweeters in G7:
@alcinodoliveira
@infobaeamerica
@class987fm
@ejecentral
@denises29
@andy_pm19
@bbcmundo
@carola_66
@todonoticias
@jodas11

Top Tweeters in G8:
@zerohedge
@nationalpost
@wsj
@france24
@cbsnews
@ajenglish
@benhaygood
@pythonroboto
@niemieckapolity
@ezralevant

Top Tweeters in G9:
@la_cerca
@jrdm_rose
@jornaloglobo
@latribunahn
@jamesvgingerich
@bsindia
@listindiario
@amarujalanews
@ig
@blogdotato67

Top Tweeters in G10:
@terryelaineh1
@mig30m6
@hpfulcanadian
@perdidostschool
@quiltthewalls
@wendy_mcroberts
@lluis1966
@3ty3
@oakcliffitguy
@alan_matts