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Coronavirus_2021-07-10_01-48-01.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
July 12, 2021
Short Description:
Coronavirus via NodeXL https://bit.ly/3e7xxFd
@drericding
@borisjohnson
@bnodesk
@bizzyant
@rnoerr
@johannasaunders
@estigiaed
@shaunlintern
@sajidjavid
@coronavirusnewv

Top hashtags:
#coronavirus
#covid19
#latinus
#covid
#johnsonvariant
#deltavariant
#pandemia

Description:
Description
The graph represents a network of 9,262 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 Saturday, 10 July 2021 at 09:33 UTC.

The requested start date was Saturday, 10 July 2021 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 2-day, 0-hour, 10-minute period from Tuesday, 06 July 2021 at 12:18 UTC to Thursday, 08 July 2021 at 12:28 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 : 9262
Unique Edges : 4458
Edges With Duplicates : 11900
Total Edges : 16358
Number of Edge Types : 5
Replies to : 391
Retweet : 5283
MentionsInRetweet : 5882
Tweet : 3258
Mentions : 1544
Self-Loops : 3312
Reciprocated Vertex Pair Ratio : 0.00602987529121557
Reciprocated Edge Ratio : 0.0119874676474595
Connected Components : 2720
Single-Vertex Connected Components : 1094
Maximum Vertices in a Connected Component : 1823
Maximum Edges in a Connected Component : 4053
Maximum Geodesic Distance (Diameter) : 26
Average Geodesic Distance : 9.619985
Graph Density : 8.55839965830756E-05
Modularity : 0.520085
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 9,262 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 Saturday, 10 July 2021 at 09:33 UTC.

The requested start date was Saturday, 10 July 2021 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 2-day, 0-hour, 10-minute period from Tuesday, 06 July 2021 at 12:18 UTC to Thursday, 08 July 2021 at 12:28 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:
[38] https://thestandard.co/thailand-coronavirus-checkup-abillity/
[32] https://lopezdoriga.com/nacional/mexico-covid-19-coronavirus-pandemia-epidemia-06-07-2021/
[31] https://newsdigest.jp/pages/coronavirus/
[22] https://www.express.co.uk/news/politics/1460034/snp-news-michael-gove-coronavirus-spending-scotland-nicola-sturgeon
[22] https://apnews.com/article/africa-ethiopia-race-and-ethnicity-health-coronavirus-5f22a5aea128cbd659fbf4f810aac973
[21] https://www.cnews.fr/monde/2021-07-08/direct-coronavirus-il-nous-faudra-une-3e-dose-annonce-jean-castex-1103435
[18] https://www.japantimes.co.jp/news/2021/07/08/national/tokyo-quasi-emergency-coronavirus/
[17] https://www.medisite.fr/coronavirus-vaccin-pfizer-un-americain-de-13-ans-meurt-dans-son-sommeil-apres-la-seconde-dose.5620367.806703.html
[17] https://apnews.com/article/africa-ethiopia-race-and-ethnicity-health-coronavirus-5f22a5aea128cbd659fbf4f810aac973?utm_source=Twitter&utm_campaign=SocialFlow&utm_medium=AP
[16] https://www.foxnews.com/media/biden-admin-door-to-door-coronavirus-vaccines

Top URLs in Tweet in G1:
[9] https://www.foxnews.com/media/biden-admin-door-to-door-coronavirus-vaccines
[8] https://www.thedailybeast.com/wuhan-lab-coronavirus-leak-theory-is-still-total-nonsense-scientists-say
[6] https://ift.tt/3xn46Xx
[6] https://ift.tt/3yxnbGw
[6] https://www.japantimes.co.jp/news/2021/07/08/national/tokyo-quasi-emergency-coronavirus/
[5] https://asia.nikkei.com/Spotlight/Coronavirus/New-Tokyo-state-of-emergency-raises-odds-of-spectator-less-Olympics
[5] https://www.cnn.com/2021/07/07/health/us-coronavirus-wednesday/index.html
[5] https://apnews.com/article/joe-biden-peru-europe-coronavirus-pandemic-health-3da770e3dfbeaf8738c0e68643a2994b
[4] https://www.francetvinfo.fr/sante/maladie/coronavirus/covid-19-boris-johnson-annonce-la-fin-prochaine-du-port-du-masque-en-angleterre_4691141.html?utm_medium=Social&utm_source=Facebook&Echobox=1625552409&fbclid=IwAR078xIlP5FLQg2bppe-WNM3EOr-JlgXyyFbcBQJ3A5Ey1cfz3N3jcQCQuQ#xtor=CS1-746
[4] https://www.youtube.com/watch?v=ORijKRf0ajY


Top URLs in Tweet in G2:
[1] https://www.independent.co.uk/news/health/long-covid-symptom-erectile-dysfunction-b1879578.html
[1] https://www.politico.eu/article/luxembourg-pm-bettel-serious-but-stable-in-hospital-with-coronavirus/
[1] https://www.spiegel.de/wissenschaft/medizin/coronavirus-rki-haelt-impfquote-von-mindestens-85-prozent-fuer-notwendig-a-8f377c54-7de1-43ea-b0d7-4b90bef3ce9b
[1] https://www.worldometers.info/coronavirus/country/us/
[1] https://www.cnn.com/2021/07/05/health/us-coronavirus-monday/index.html

Top URLs in Tweet in G3:
[11] https://news.sky.com/story/covid-news-live-boris-johnson-facemasks-backlash-schools-bubble-isolation-coronavirus-rules-12349015
[5] https://www.theguardian.com/world/2021/jul/07/new-zealand-not-willing-to-risk-uk-style-live-with-covid-policy-says-jacinda-ardern
[2] https://news.sky.com/story/covid-19-uk-records-another-28773-coronavirus-cases-and-37-related-deaths-highest-since-29-january-12350158
[2] https://www.ox.ac.uk/news/2021-04-29-policies-covid-19-elimination-not-mitigation-best-health-economy-and-civil-liberties
[2] https://www.vozdeamerica.com/coronavirus/director-de-oms-afirma-que-el-mundo-atraviesa-punto-peligroso-de-la-pandemia
[2] https://www.washingtontimes.com/news/2021/jul/6/marjorie-taylor-greene-americans-are-over-coronavi/
[2] https://www.dailymail.co.uk/news/article-9759677/Coronavirus-Australia-Covid-19-strain-Lambda-infectious-Delta-variant.html?ito=social-twitter_mailonline
[2] https://bit.ly/3dMDA1Z
[1] http://news.sky.com/story/covid-19-england-cricket-team-forced-to-isolate-after-seven-coronavirus-cases-12349820?dcmp=snt-sf-twitter
[1] https://twitter.com/johannasaunders/status/1413104739202617351

Top URLs in Tweet in G4:
[2] https://www.lanacion.com.ar/sociedad/coronavirus-en-la-argentina-se-sumaron-457-muertos-y-19423-nuevos-contagios-nid07072021/
[2] https://bit.ly/3hjlvKX
[1] https://latinus.us/2021/07/07/cientificos-detectan-bolivia-variante-andina-coronavirus-covid/
[1] https://latinus.us/2021/07/06/variante-delta-no-es-mas-letal-pero-si-mas-transmisible-jovenes-no-vacunados-ops/
[1] https://latinus.us/2021/07/06/reportan-mexico-mas-7-mil-contagios-covid-un-dia-cifra-no-registraba-desde-marzo/
[1] https://latinus.us/2021/07/06/500-estudiantes-riesgo-contagio-covid-viaje-graduacion-cancun-revela-gobierno-puebla/
[1] https://latinus.us/2021/07/07/ops-asegura-mexico-atraviesa-tercera-ola-covid-19-jovenes-mayor-riesgo-contagio/
[1] https://latinus.us/2021/07/08/japon-tokio-estado-emergencia/
[1] https://p.dw.com/p/3wCZD
[1] https://bit.ly/3wpr7I6

Top URLs in Tweet in G5:
[7] https://wapo.st/2V3n7jm
[6] https://bit.ly/2UvwisQ
[6] https://www.washingtonpost.com/health/2021/05/18/immunocompromised-coronavirus-vaccines-response/?utm_source=twitter&utm_medium=acq-nat&utm_campaign=eng-rem-evg&utm_content=health-immunocompromised
[4] https://bit.ly/3hnW1MA
[3] https://wapo.st/3dIyvrx
[2] https://buff.ly/3ho0kYl
[2] https://bit.ly/3dTu0ul
[2] https://abcn.ws/3jRv9Gv
[2] https://wapo.st/2TDqlK9
[2] https://www.youtube.com/watch?v=4uZ-wk5GEaA&feature=youtu.be


Top URLs in Tweet in G6:
[9] https://bit.ly/3yx7wan
[5] https://www.nytimes.com/2021/07/07/nyregion/coronavirus-testing-nyc-delta-variant.html
[4] https://jp.reuters.com/article/health-coronavirus-thailand-idJPKCN2EC005?taid=60e43ec5fdc7d30001f570b4&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[4] https://bit.ly/3dOJDmP
[4] https://www.cnn.com/2021/07/08/health/us-coronavirus-thursday/index.html
[3] https://bit.ly/3jPzutI
[2] https://bit.ly/3hyde4U
[2] https://jp.reuters.com/article/health-coronavirus-thailand-idJPKCN2EC005?taid=60e40b2dbcdfda0001433ce5&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[2] https://bit.ly/3hYC4LF
[2] https://bit.ly/3hLkxGF

Top URLs in Tweet in G7:
[1] https://www.npr.org/sections/coronavirus-live-updates/2021/07/06/1013582342/delta-is-now-the-dominant-coronavirus-variant-in-the-u-s?utm_medium=social&utm_term=nprnews&utm_campaign=npr&utm_source=twitter.com
[1] https://www.npr.org/sections/coronavirus-live-updates/2021/07/06/1013582342/delta-is-now-the-dominant-coronavirus-variant-in-the-u-s?utm_campaign=npr&utm_source=twitter.com&utm_term=nprnews&utm_medium=social
[1] https://www.theaustralian.com.au/news/latest-news/indonesia-expands-nationwide-covid19-curbs/news-story/155c545121bda1d8c85cb1a4f40cc962
[1] https://www.barrons.com/news/brussels-hikes-eurozone-2021-growth-forecast-to-4-8-01625648707?tesla=y
[1] https://www.dailymail.co.uk/wires/afp/article-9764105/Thousands-flock-dwarf-cow-Bangladesh.html
[1] https://news.yahoo.com/sydney-extends-virus-lockdown-delta-013214758.html

Top URLs in Tweet in G8:
[7] https://www.torysleazeuk.com/
[5] https://www.phocuswire.com/Coronavirus-impact-travel-industry
[4] http://www.nhs.uk/Get-Tested
[2] http://www.nhs.uk/conditions/coronavirus-covid-19/coronavirus-vaccination/coronavirus-vaccine
[1] https://www.herefordtimes.com/news/education/19428395.hereford-school-students-isolating-coronavirus-case-found/?ref=twtrec
[1] https://www.theguardian.com/world/2021/jul/07/england-match-could-spark-covid-outbreak-minister-admits
[1] https://twitter.com/toryfibs/status/1363908011593510917
[1] https://bylinetimes.com/2021/07/07/never-to-forget-remembering-the-health-workers-who-gave-their-lives-to-protect-us/?utm_source=dlvr.it&utm_medium=twitter
[1] https://www.newstatesman.com/politics/uk/2021/07/why-boris-johnson-s-unlocking-plan-such-risk?utm_source=dlvr.it&utm_medium=twitter
[1] https://www.theguardian.com/world/2021/jul/07/no-quarantine-for-vaccinated-amber-list-arrivals-in-england?utm_source=dlvr.it&utm_medium=twitter

Top URLs in Tweet in G9:
[6] https://www.getsurrey.co.uk/news/surrey-news/surrey-coronavirus-infection-rates-gone-20968400
[4] https://www.reuters.com/world/middle-east/turkey-reports-three-cases-delta-plus-coronavirus-variant-2021-07-06/?taid=60e431dcfdc7d30001f5704e&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[2] https://www.reuters.com/world/china/chinese-city-myanmar-border-reports-coronavirus-case-spike-2021-07-06/?taid=60e51531b9a1150001df5845&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[2] https://www.independent.co.uk/news/uk/politics/boris-johnson-coronavirus-isolation-starmer-b1879647.html?utm_content=Echobox&utm_medium=Social&utm_source=Twitter#Echobox=1625656803
[1] https://www.theguardian.com/sport/2021/jul/08/tokyo-to-be-put-under-state-of-emergency-for-duration-of-2020-olympic-games
[1] https://www.theguardian.com/world/2021/jul/07/global-experts-urge-boris-johnson-delay-covid-reopening
[1] https://reut.rs/2VlfdSL
[1] https://reut.rs/3jZCuEb
[1] https://reut.rs/3hh0CA9
[1] https://reut.rs/3jUyZ1B

Top URLs in Tweet in G10:
[4] https://bit.ly/2UwLUw8
[4] https://www.cooperativa.cl/noticias/sociedad/salud/coronavirus/suspenden-causa-contra-empresario-que-viajo-en-helicoptero-a-zapallar-durante-pandemia/2021-07-08/065727.html
[2] https://www.meganoticias.cl/mundo/342997-relato-madre-muerte-adolescente-no-creia-en-el-coronavirus-07-07-2021.html?utm_medium=Social&utm_source=Twitter#Echobox=1625721036
[1] https://bit.ly/3hDBaUp
[1] https://bit.ly/2UoSTHj
[1] https://bit.ly/3woj7qQ
[1] https://www.cnnchile.com/coronavirus/pdte-federacion-enfermeras-vacunas-no-son-clc-alejandro-gil_20210708/
[1] https://www.24horas.cl/coronavirus/efectividad-vacuna-sinovac-estudio-chile--4860802
[1] https://bit.ly/3how7Is

Top Domains
Top Domains in Tweet in Entire Graph:
[266] bit.ly
[168] co.uk
[151] twitter.com
[99] apnews.com
[87] com.br
[73] reuters.com
[73] blogspot.com
[64] gov.uk
[63] com.ar
[60] com.au

Top Domains in Tweet in G1:
[40] bit.ly
[39] twitter.com
[35] com.ar
[34] com.br
[34] co.uk
[33] ift.tt
[27] apnews.com
[21] reuters.com
[15] cnn.com
[15] or.jp

Top Domains in Tweet in G2:
[1] co.uk
[1] politico.eu
[1] spiegel.de
[1] worldometers.info
[1] cnn.com

Top Domains in Tweet in G3:
[14] sky.com
[6] twitter.com
[5] theguardian.com
[5] bit.ly
[4] medhajnews.in
[4] co.uk
[3] sz.de
[2] ac.uk
[2] vozdeamerica.com
[2] washingtontimes.com

Top Domains in Tweet in G4:
[6] latinus.us
[3] bit.ly
[2] com.ar
[1] dw.com

Top Domains in Tweet in G5:
[16] bit.ly
[14] wapo.st
[12] youtube.com
[6] cnn.it
[6] washingtonpost.com
[5] abcn.ws
[3] twitter.com
[3] elpais.com
[2] buff.ly
[1] apnews.com

Top Domains in Tweet in G6:
[27] bit.ly
[7] nytimes.com
[6] nyti.ms
[6] reuters.com
[4] cnn.com
[1] nydailynews.com
[1] twitter.com
[1] harvard.edu
[1] com.au

Top Domains in Tweet in G7:
[2] npr.org
[1] com.au
[1] barrons.com
[1] co.uk
[1] yahoo.com

Top Domains in Tweet in G8:
[7] torysleazeuk.com
[6] nhs.uk
[5] phocuswire.com
[2] theguardian.com
[1] herefordtimes.com
[1] twitter.com
[1] bylinetimes.com
[1] newstatesman.com

Top Domains in Tweet in G9:
[9] co.uk
[7] reuters.com
[5] reut.rs
[2] theguardian.com
[1] nikkei.com
[1] elpais.com
[1] worldometers.info

Top Domains in Tweet in G10:
[8] bit.ly
[4] cooperativa.cl
[2] meganoticias.cl
[1] cnnchile.com
[1] 24horas.cl

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1373] coronavirus
[1146] covid19
[110] latinus
[109] covid
[98] johnsonvariant
[85] deltavariant
[71] pandemia
[64] covid_19
[62] corona
[59] deltaplusvariant



Top Hashtags in Tweet in G1:
[224] coronavirus
[138] covid19
[36] covid
[14] corona
[14] deltavariant
[11] vaccine
[11] covid_19
[10] pandemic
[9] news
[9] delta

Top Hashtags in Tweet in G2:
[178] covid19
[27] deltavariant
[5] indonesia
[2] coronavirus
[2] getvaccinated
[2] wearamask
[2] vaccinated
[2] wecandothis
[1] longcovid
[1] delta

Top Hashtags in Tweet in G3:
[74] johnsonvariant
[37] covid19
[21] coronavirus
[6] 7/19/2021 12:00:00 AM
[5] closethebordersnow
[5] deltavariant
[4] pmqs
[4] corona
[3] medhajnews
[3] coronapandemic

Top Hashtags in Tweet in G4:
[117] coronavirus
[116] covid19
[109] latinus
[8] informaciã³nparati
[2] pandemia
[1] contextodw
[1] juegosolimpicos
[1] tokio2020

Top Hashtags in Tweet in G5:
[28] covid19
[27] coronavirus
[13] bhnasional
[4] bhdunia
[4] delta
[4] iledefrance
[3] vaksin
[2] bhbisnes
[2] bhkes
[2] variants

Top Hashtags in Tweet in G6:
[1] deltavariant

Top Hashtags in Tweet in G7:
[5] update
[2] breaking
[1] covid19

Top Hashtags in Tweet in G8:
[18] johnsonvariant
[7] coronavirus
[5] covid19
[3] coronavirusupdates
[3] corona
[3] travel
[3] tourism
[3] rt
[2] notfittogovern
[2] johnsonout

Top Hashtags in Tweet in G9:
[8] tokyo2020
[2] covid19
[1] coronavirus

Top Hashtags in Tweet in G10:
[53] pandemia
[49] coronavirus
[13] cooperativaencasa
[12] karinayrobertoam
[10] vacunacion
[2] hsjdsomostodos
[2] covid19
[2] lavatelasmanos
[2] usamascarilla
[1] distanciamientofã­sico

Top Words
Top Words in Tweet in Entire Graph:
[3255] coronavirus
[2253] æ
[1933] ãƒ
[1364] #coronavirus
[1322] covid
[1191] ç
[1140] #covid19
[887] 19
[661] ø
[583] cases

Top Words in Tweet in G1:
[480] coronavirus
[278] æ
[256] ãƒ
[224] #coronavirus
[216] covid
[155] 19
[145] ç
[138] #covid19
[95] delta
[88] cases

Top Words in Tweet in G2:
[328] erectile
[192] drericding
[178] #covid19
[166] vessels
[165] blood
[165] body
[164] dysfunctionâ
[164] inflamed
[164] triggered
[164] causing

Top Words in Tweet in G3:
[74] #johnsonvariant
[49] skynews
[37] #covid19
[34] everyone
[31] coronavirus
[26] johnson
[21] #coronavirus
[20] adding
[19] continue
[19] asks

Top Words in Tweet in G4:
[117] #coronavirus
[116] #covid19
[109] #latinus
[108] latinus_us
[108] estado
[108] emergencia
[101] japã
[101] confirma
[101] tokio
[101] imperarã

Top Words in Tweet in G5:
[69] coronavirus
[34] covid
[34] 19
[31] cnn
[28] #covid19
[27] people
[27] #coronavirus
[24] washingtonpost
[23] vaccination
[22] variant

Top Words in Tweet in G6:
[136] ãƒ
[106] coronavirus
[70] bnodesk
[59] ç
[56] æ
[53] cases
[43] day
[38] breaking
[38] increase
[37] reports

Top Words in Tweet in G7:
[141] coronavirus
[111] spectatorindex
[86] deaths
[64] breaking
[57] cases
[51] indonesia
[49] daily
[42] pandemic
[40] highest
[39] million

Top Words in Tweet in G8:
[99] coronavirus
[78] cv19
[77] highest
[77] number
[77] daily
[42] days
[41] wave
[39] deaths
[38] 3rd
[38] 74

Top Words in Tweet in G9:
[64] coronavirus
[47] covid
[43] reuters
[41] boris
[41] johnson
[37] tokyo
[37] state
[37] emergency
[33] reopening
[31] global

Top Words in Tweet in G10:
[53] #pandemia
[49] #coronavirus
[45] natho47
[31] vacunas
[29] mã
[20] segãºn
[19] todas
[19] seguras
[19] protegen
[19] algunas

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[944] ãƒ,ãƒ
[774] covid,19
[340] æ,æ
[289] ø,ø
[254] æ,ÿæÿ
[254] state,emergency
[254] #covid19,#coronavirus
[230] coronavirus,cases
[208] delta,variant
[188] ç,æ

Top Word Pairs in Tweet in G1:
[131] covid,19
[111] ãƒ,ãƒ
[46] î,î
[44] æ,æ
[41] æ,ÿæÿ
[38] coronavã,rus
[38] delta,variant
[31] #covid19,#coronavirus
[27] àª,àª
[27] ãƒ,æ

Top Word Pairs in Tweet in G2:
[165] blood,vessels
[164] erectile,dysfunctionâ
[164] dysfunctionâ,inflamed
[164] inflamed,blood
[164] vessels,body
[164] body,triggered
[164] triggered,#covid19
[164] #covid19,causing
[164] causing,erectile
[164] erectile,dysfunction

Top Word Pairs in Tweet in G3:
[30] #johnsonvariant,#johnsonvariant
[17] ian,blackford
[17] blackford,asks
[17] asks,pm
[17] pm,whether
[17] whether,scrap
[17] scrap,plans
[17] plans,mandatory
[17] mandatory,voter
[17] voter,id

Top Word Pairs in Tweet in G4:
[108] estado,emergencia
[106] #coronavirus,#latinus
[105] #covid19,#coronavirus
[101] japã,confirma
[101] confirma,estado
[101] emergencia,tokio
[101] tokio,imperarã
[101] imperarã,juegos
[101] juegos,olã
[101] olã,mpicos

Top Word Pairs in Tweet in G5:
[33] covid,19
[16] delta,variant
[15] deciding,whether
[15] whether,wear
[15] wear,mask
[15] mask,people
[15] people,need
[15] need,take
[15] take,account
[15] account,vaccination

Top Word Pairs in Tweet in G6:
[80] ãƒ,ãƒ
[47] coronavirus,cases
[35] biggest,one
[35] one,day
[35] day,increase
[32] bnodesk,breaking
[29] breaking,japanese
[29] japanese,government
[29] government,declares
[29] declares,state

Top Word Pairs in Tweet in G7:
[60] spectatorindex,breaking
[49] coronavirus,deaths
[38] highest,pandemic
[38] pandemic,began
[37] breaking,worldwide
[37] worldwide,coronavirus
[37] deaths,pass
[37] pass,million
[36] daily,cases
[33] spectatorindex,coronavirus

Top Word Pairs in Tweet in G8:
[77] highest,number
[77] number,daily
[77] daily,cv19
[39] days,highest
[38] coronavirus,3rd
[38] 3rd,wave
[38] wave,highest
[38] cv19,deaths
[38] deaths,74
[38] 74,days

Top Word Pairs in Tweet in G9:
[41] boris,johnson
[37] state,emergency
[33] covid,reopening
[31] global,experts
[31] experts,urge
[31] urge,boris
[31] johnson,delay
[31] delay,dangerousâ
[31] dangerousâ,covid
[31] reopening,coronavirus

Top Word Pairs in Tweet in G10:
[37] #coronavirus,#pandemia
[19] todas,vacunas
[19] vacunas,seguras
[19] seguras,protegen
[19] protegen,algunas
[19] algunas,mayor
[19] mayor,menor
[19] menor,eficacia
[19] eficacia,mã
[19] mã,nima

Top Replied-To
Top Replied-To in Entire Graph:
@greenswelfares
@bag_ofsp_ufsp
@jim_jordan
@uol
@rbor700
@washingtonpost
@jornalodia
@dcm_online
@fala_brasil
@cnnbrasil

Top Replied-To in G1:

Top Replied-To in G3:
@dr_philippaw
@bobhend25497803
@radishroot2002
@jrk47
@parsleybear2010
@johannasaunders
@helentbracken
@slothbracelet
@gersoisemaggie
@gabrielscally

Top Replied-To in G5:
@washingtonpost

Top Replied-To in G6:
@rioslade

Top Replied-To in G9:
@independent

Top Mentioned
Top Mentioned in Entire Graph:
@drericding
@spectatorindex
@latinus_us
@bnodesk
@greenswelfares
@thestandardth
@nikkeiasia
@skynews
@craigkellymp
@bb45_colorado

Top Mentioned in G1:
@667b153884b24dd
@jardingirl
@popville
@akimiwane
@telefesalta
@duque_de_gomez
@ak_meier
@seanr85098057

Top Mentioned in G2:
@drericding
@bmay
@kagrox
@cleanairmoms
@mooserandy

Top Mentioned in G3:
@skynews
@borisjohnson
@who
@jonashworth
@kuantancurls
@joebiden
@andywoodcock
@airisaiia
@drmikeryan
@naomigrimley

Top Mentioned in G4:
@latinus_us
@dw_espanol
@lanacion
@imexpuebla
@alexia_ad
@pablotsukayama
@centralpuebla
@jessezenteno
@libertaddoctora
@carloskalman

Top Mentioned in G5:
@cnn
@washingtonpost
@bharianmy
@youtube
@drdenagrayson
@b52malmet
@elpaisinenglish
@sinaronline
@abc
@nbclx

Top Mentioned in G6:
@bnodesk
@reutersjapan
@nytimes
@rioslade
@morilyn1123
@paulsorrentino3
@ghoshuvo
@corsiaq
@nydailynews
@shaunlintern

Top Mentioned in G7:
@spectatorindex
@afp
@npr
@drericding

Top Mentioned in G8:
@jon_trickett
@uk_domain_names
@soc_sciences
@toryfibs
@nhsuk
@torysleazeuk
@phocuswire
@sammwittings
@drericding
@craventravels

Top Mentioned in G9:
@reuters
@doctor_oxford
@justinmccurry
@bestforbritain
@mit_obe
@lancaster_johng
@independent
@drericding
@andrea_shalal
@jeffmason1

Top Mentioned in G10:
@natho47
@tomasmateobal
@cnnchile
@cooperativa
@dixit_io
@24horastvn
@elpitazotv
@hsjdchile
@meganoticiascl

Top Tweeters
Top Tweeters in Entire Graph:
@elnacionalweb
@la_patilla
@ja8yum
@zazoomblog
@infoitinterno
@jornalistavitor
@contrapuntovzla
@dolartoday
@rashidaldosari
@sunoticiero

Top Tweeters in G1:
@zazoomblog
@infoitinterno
@contrapuntovzla
@robinsnewswire
@marciojmsilva
@tommybrain
@freiewelteu
@iacobellist
@infoiteconomia
@jokottenweb

Top Tweeters in G2:
@monty_chadha
@ungubunugu1274
@spanishdan1
@cindycrum
@avonan
@freeandclear1
@allan_straarup
@1atsuhimerose2
@ht4ecosocialism
@sosninosename1

Top Tweeters in G3:
@gracemurphy2
@telegraaf
@economictimes
@lastampa
@skynews
@le_parisien
@standardnews
@mailonline
@time
@politico

Top Tweeters in G4:
@ranyamir
@lanacion
@montllo
@memarca69
@centralpuebla
@simonmazzet
@armando49146037
@gracielanater
@lulybarreiro61
@rnoerr

Top Tweeters in G5:
@rashidaldosari
@govsherazkhan
@sinaronline
@arriadna
@bharianmy
@jim_b60
@washingtonpost
@ve10ve
@b52malmet
@abc

Top Tweeters in G6:
@sosorasora3
@paulsorrentino3
@debr3322
@tokyu4101
@godandthebear
@nytimes
@satandevil6662
@takosuke2200
@arielmayuu
@rioslade

Top Tweeters in G7:
@baarahk
@tifethebawse
@nabilahudatahar
@mpho_pitsi_za
@tweetmemetokyo
@shafeeu
@petra_jansa
@crgun
@pro4tlzz
@trottoirradio

Top Tweeters in G8:
@tartancobweb
@jpofgwynedd
@magapanthus
@serverlessfan
@iloveautumn2
@kevthecheff
@philrandal
@artemitzi
@bj_gardener
@jentoo44

Top Tweeters in G9:
@independent
@reuters
@antwanstaley
@nort_lights
@onomsalam2pas
@wrap02
@ladybugassassin
@saadhyudu2011
@mcolvinmckenzie
@greenurlifenow

Top Tweeters in G10:
@rodolfoxoliz
@cooperativa
@elpitazotv
@24horastvn
@veroprogreac
@meganoticiascl
@ampiciliina
@gladysgulino
@dixit_io
@cnnchile