COVID, Twitter, 4/8/2021 4:58:56 PM, 252328


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COVID_2021-04-08_00-17-09.xlsx
COVID_2021-04-08_00-17-09.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
April 08, 2021
Short Description:
COVID via NodeXL https://bit.ly/320CQ33
@nicolasmaduro
@mippcivzla
@vilma_meche
@vtvcanal8
@timexcludeduk
@diazcanelb
@narendramodi
@auriany_fuentes
@stevebakerhw
@cubacooperavtac

Top hashtags:
#covid19
#covid
#radicalescontralacovid19
#5abr
#covid_19

Description:
Description
The graph represents a network of 11,690 Twitter users whose tweets in the requested range contained "COVID", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 08 April 2021 at 07:36 UTC.

The requested start date was Tuesday, 06 April 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 3-day, 0-hour, 1-minute period from Friday, 02 April 2021 at 13:29 UTC to Monday, 05 April 2021 at 13:30 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 : 11690
Unique Edges : 7135
Edges With Duplicates : 11759
Total Edges : 18894
Number of Edge Types : 5
Tweet : 3913
Retweet : 5292
MentionsInRetweet : 6320
Replies to : 752
Mentions : 2617
Self-Loops : 3949
Reciprocated Vertex Pair Ratio : 0.00466731792032997
Reciprocated Edge Ratio : 0.00929127052722558
Connected Components : 3905
Single-Vertex Connected Components : 1212
Maximum Vertices in a Connected Component : 693
Maximum Edges in a Connected Component : 2158
Maximum Geodesic Distance (Diameter) : 22
Average Geodesic Distance : 4.801455
Graph Density : 6.77378606267172E-05
Modularity : 0.570185
NodeXL Version : 1.0.1.444
Data Import : The graph represents a network of 11,690 Twitter users whose tweets in the requested range contained "COVID", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 08 April 2021 at 07:36 UTC.

The requested start date was Tuesday, 06 April 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 3-day, 0-hour, 1-minute period from Friday, 02 April 2021 at 13:29 UTC to Monday, 05 April 2021 at 13:30 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 : COVID
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:
[12] http://www.minci.gob.ve/coronavirus-covid-19/
[10] https://www.cp24.com/news/totally-healthy-teacher-now-intubated-in-ontario-hospital-after-contracting-covid-19-1.5373452
[8] https://www.nytimes.com/2021/04/05/us/covid-vaccine-evangelicals.html?referringSource=articleShare
[8] https://www.zerohedge.com/covid-19/italy-mandates-covid-19-shots-all-its-healthcare-workers
[8] https://www.europeanpharmaceuticalreview.com/news/141892/novel-hiv-vaccine-approach-shows-promise-in-landmark-first-in-human-trial/
[8] https://latinus.us/2021/04/03/arrogancia-amlo-covid-provoco-tragedia-mexicana-the-guardian/
[8] https://www.theguardian.com/global-development/2021/apr/03/a-mexican-tragedy-countrys-crippling-covid-crisis-comes-into-sharp-focus
[7] https://www.nytimes.com/2021/04/05/us/covid-vaccine-evangelicals.html
[7] https://www.newscientist.com/article/mg24933240-800-how-our-abuse-of-nature-makes-pandemics-like-covid-19-more-likely/?utm_medium=social&utm_campaign=echobox&utm_source=Twitter#Echobox=1617284466
[6] https://www.soompi.com/article/1462683wpp/nct-dream-members-test-negative-for-covid-19

Top URLs in Tweet in G1:
[5] https://www.walgreens.com/findcare/vaccination/covid-19
[4] https://thehill.com/policy/finance/546104-irs-announces-new-batch-of-covid-19-payments
[4] https://www.nytimes.com/2021/04/05/us/covid-vaccine-evangelicals.html
[4] https://keyt.com/politics/2021/04/04/the-bidens-encourage-americans-to-get-vaccinated-in-easter-message/
[3] https://selondonccg.nhs.uk/what-we-do/covid-19/covid-19-vaccine/
[3] https://www.nhs.uk/conditions/coronavirus-covid-19/coronavirus-vaccination/book-coronavirus-vaccination/
[3] https://www.diariocontraste.com/2021/02/familia-infecta-con-covid-19-a-su-gato-en-corea-del-sur/
[3] https://www.reuters.com/article/us-health-coronavirus-astrazeneca-johnso/u-s-puts-jj-in-charge-of-plant-that-botched-covid-vaccine-removes-astrazeneca-idUSKBN2BR00Q
[2] https://www.express.co.uk/comment/expresscomment/1418318/wuhan-lab-theory-who-report-on-covid-19-who-started-coronavirus-cause-of-pandemic
[2] https://www.thetrentonline.com/lagos-govt-shuts-400-night-clubs-30-event-centres/?utm_source=dlvr.it&utm_medium=twitter

Top URLs in Tweet in G2:
[12] http://www.minci.gob.ve/coronavirus-covid-19/
[5] http://www.psuv.org.ve/temas/noticias/chile-cierra-sus-fronteras-ante-repunte-casos-covid-19/
[5] https://mazo4f.com/en-reino-unido-registran-7-fallecidos-por-recibir-la-vacuna-contra-el-covid-19-de-astrazeneca
[4] https://mazo4f.com/padre-numa-molina-pide-oraciones-de-semana-santa-para-los-enfermos-de-covid-19
[4] https://www.vtv.gob.ve/covid-19-dia-382-casos-01042021/
[4] https://www.vtv.gob.ve/kits-desinfeccion-comunas-brigadas-caracas-covid19/
[3] https://bit.ly/2ZVeyGM
[3] https://mazo4f.com/venezuela-alcanza-el-pico-mas-alto-en-contagios-de-covid-19-con-1607-casos-y-18-fallecidos
[3] https://www.lechuguinos.com/exhuman-tumbas-brasil-covid-19/
[3] https://www.lechuguinos.com/vladimir-putin-sputnik-v-eficaz/

Top URLs in Tweet in G3:
[2] https://www.change.org/p/muhs-maharashtra-university-of-health-sciences-muhs-should-conduct-online-examination-for-mbbs-courses-due-to-increase-in-covid-cases/u/28816919?recruiter=1184149719&utm_source=share_update&utm_medium=twitter&utm_campaign=share_twitter_responsive&recruited_by_id=c24df710-7d05-11eb-9ab4-e1a6e4247c54
[2] https://www.change.org/p/muhs-maharashtra-university-of-health-sciences-muhs-should-conduct-online-examination-for-mbbs-courses-due-to-increase-in-covid-cases?recruiter=1184149719&recruited_by_id=c24df710-7d05-11eb-9ab4-e1a6e4247c54&utm_source=share_petition&utm_medium=copylink&utm_campaign=petition_dashboard
[2] https://www.pinkvilla.com/entertainment/news/after-akshay-kumar-tests-covid-positive-ram-setu-shooting-be-halted-here-s-what-we-know-684941
[1] https://economictimes.indiatimes.com/news/international/world-news/troubling-eek-variant-found-in-most-tokyo-hospital-covid-cases/articleshow/81894660.cms?utm_source=contentofinterest&utm_medium=text&utm_campaign=cppst
[1] https://www.news18.com/news/india/centre-says-no-to-door-to-door-covid-vaccination-in-mumbai-as-bmc-prepares-for-10000-cases-per-day-3584717.html
[1] https://www.latestly.com/socially/india/news/karnataka-reports-5279-new-covid-19-cases-32-deaths-in-past-24-hours-2407967.html
[1] https://twitter.com/mvankerkhove/status/1379005535857561602
[1] https://twitter.com/maheshkop/status/1378643537294716928
[1] https://pib.gov.in/PressReleasePage.aspx?PRID=1709503
[1] https://twitter.com/bhupeshbaghel/status/1378415164823728130

Top URLs in Tweet in G4:
[2] https://twitter.com/angelarayner/status/1378459301736497154
[2] https://genuineprospect.com/2021/03/11/covid-19-vaccines-unproven-medical-treatments-making-us-lab-rats/
[1] https://www.lbc.co.uk/radio/presenters/andrew-pierce/governments-twice-weekly-covid-test-policy-is-a-public-health-disaster/
[1] https://l-bc.co/3ws2X0C
[1] https://www.dailymail.co.uk/news/article-9435751/London-Mayor-Sadiq-Khans-political-aide-broke-Covid-lockdown-rules.html
[1] https://lockdownsceptics.org/2021/04/04/mps-to-get-vote-on-vaccine-passports/
[1] https://lockdownsceptics.org/2021/04/02/more-than-70-mps-warn-against-domestic-vaccine-passports/
[1] https://lockdownsceptics.org/2021/04/04/pcr-expert-uks-testing-system-is-a-mess-monopolising-prc-for-covid-is-killing-people-and-we-should-follow-in-floridas-footsteps/
[1] https://lockdownsceptics.org/2021/04/04/blood-clot-cases-could-reduce-take-up-of-astrazeneca-vaccine-among-young-women/
[1] https://www.rt.com/op-ed/520004-panic-covid-blame-government/

Top URLs in Tweet in G5:
[2] https://www.gov.br/pt-br/noticias/financas-impostos-e-gestao-publica/2021/02/governo-federal-repassou-mais-de-R%24-420-bilhoes-para-os-estados
[1] https://www.gov.br/saude/pt-br/assuntos/noticias/saude-antecipa-vacinacao-contra-a-covid-19-para-parte-das-forcas-de-seguranca-e-salvamento-e-forcas-armadas
[1] https://gov.br/saude
[1] https://bit.ly/3roGspC
[1] https://rdsaudeemdia.com.br/entenda-como-a-covid-19-se-espalha-em-ambientes-fechados/
[1] https://www.haaretz.com/israel-news/.premium.MAGAZINE-israeli-expert-trump-is-right-about-covid-19-who-is-wrong-1.8691031
[1] https://www.uol.com.br/vivabem/noticias/afp/2021/03/19/covid-19-ataca-cada-vez-mais-jovens-no-brasil.htm
[1] https://twitter.com/secomvc/status/1377051066345328643
[1] https://terrabrasilnoticias.com/2021/04/covid-depois-de-receberem-r-7-bilhoes-para-gastos-com-saude-8-prefeitos-fazem-video-pedindo-ajuda-internacional/
[1] https://www.poder360.com.br/poderdata/44-atribuem-responsabilidade-pela-atual-crise-do-coronavirus-a-bolsonaro/

Top URLs in Tweet in G6:
[2] https://dailyexpose.co.uk/2021/04/02/shocking-u-k-government-release-9th-report-on-adverse-reactions-to-the-covid-vaccines/
[2] https://unlimitedhangout.com/
[2] https://dailyexpose.co.uk/2021/04/04/exclusive-hospital-medical-director-says-level-of-sickness-in-nhs-staff-after-covid-vaccination-is-unprecedented/
[1] https://unlimitedhangout.com/2021/01/investigative-reports/silicon-valley-and-wef-backed-foundation-announce-global-initiative-for-covid-19-vaccine-records/
[1] https://statements.cornell.edu/2021/20210402-vaccination-fall-instruction.cfm
[1] https://www.facebook.com/leovaradkar/videos/318400713205893/
[1] https://www.theguardian.com/world/2021/apr/04/covid-certificates-on-the-cards-for-use-in-england-since-december
[1] https://www.telegraph.co.uk/news/2021/04/05/covid-passports-authoritarian-illogical-vile/
[1] https://www.telegraph.co.uk/news/2021/04/05/covid-passports-authoritarian-illogical-vile/?utm_content=telegraph&utm_medium=Social&utm_campaign=Echobox&utm_source=Twitter#Echobox=1617624969
[1] https://www.bmj.com/content/372/bmj.n208.full

Top URLs in Tweet in G7:
[2] https://on.msnbc.com/39B28c2
[2] https://www.reuters.com/article/us-thailand-economy-debt-idUSKBN2BR0R0?taid=606a4d2fc8c94b0001856e2a&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[2] https://www.reuters.com/article/us-health-coronavirus-turkey-idUSKBN2BP0VN?taid=60671c62a0a3570001acbc61&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[2] https://www.reuters.com/article/uk-health-coronavirus-russia-cases-idUKKBN2BR066?taid=6069b4d1c8c94b0001856bdf&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[2] https://www.reuters.com/article/us-health-coronavirus-india-maharashtra-idUSKBN2BR0DI?taid=6069b150c8c94b0001856bd5&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[2] https://www.reuters.com/article/us-health-coronavirus-nrwn-crs-ln-hldg-idUSKBN2BS148?taid=606b0e8fc8c94b0001857109&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[1] https://cbsn.ws/2PWs1Mq
[1] https://cbsn.ws/3rQj58S
[1] https://cbsn.ws/3rYmnHj
[1] https://cbsn.ws/3wqwach

Top URLs in Tweet in G8:
[8] https://www.nytimes.com/2021/04/05/us/covid-vaccine-evangelicals.html?referringSource=articleShare
[1] https://nyti.ms/3dBJG4s
[1] https://nyti.ms/3rO7Spc
[1] https://trib.al/kWlDw3f
[1] https://nyti.ms/39D7gwr
[1] https://nyti.ms/39GXTf3
[1] https://universityofsoutherncalifornia.cmail20.com/t/ViewEmail/j/7A712C63CB074E942540EF23F30FEDED/1492EC836E0F76664FB5D4CAE8F50064
[1] https://www.nytimes.com/interactive/2021/well/covid-vaccine-questions.html?referringSource=articleShare
[1] https://correctiv.org/faktencheck/2021/04/01/die-corona-app-erstellt-keine-bewegungsprofile-aussage-von-karl-lauterbach-wird-falsch-interpretiert/
[1] https://www.cnn.com/2021/04/01/health/pfizer-covid-vaccine-efficacy-six-months-bn/index.html

Top URLs in Tweet in G9:
[2] https://news.sky.com/story/covid-19-kenya-warns-of-coronavirus-vaccine-apartheid-after-uk-travel-ban-12265252
[2] https://news.sky.com/story/covid-19-how-do-lateral-flow-tests-work-and-how-will-englands-twice-weekly-programme-take-place-12266517
[1] https://news.sky.com/story/covid-news-live-latest-uk-updates-boris-johnson-vaccine-passports-summer-holidays-coronavirus-announcement-12266329?dcmp=snt-sf-twitter
[1] https://news.sky.com/story/covid-news-live-latest-uk-updates-boris-johnson-vaccine-passports-summer-holidays-coronavirus-announcement-12266329
[1] https://news.sky.com/story/rapid-twice-weekly-covid-tests-to-be-offered-to-everyone-in-england-including-home-delivery-12266222
[1] https://www.telegraph.co.uk/news/2021/03/31/mass-covid-testing-schools-costing-120000-every-positive-case/

Top URLs in Tweet in G10:
[1] https://twitter.com/drmwarner/status/1378320437021655047
[1] https://bit.ly/3cNypPe
[1] https://twitter.com/timethief/status/1378843192133439491
[1] https://twitter.com/evaweber999/status/1379039822728327170
[1] https://torontosun.com/opinion/columnists/goldstein-uns-cure-for-climate-change-10-more-years-of-recessions
[1] https://covid19tracker.ca
[1] https://www.thebureauinvestigates.com/stories/2021-02-23/held-to-ransom-pfizer-demands-governments-gamble-with-state-assets-to-secure-vaccine-deal
[1] https://twitter.com/NatashaFatah/status/1378524150692741124

Top Domains
Top Domains in Tweet in Entire Graph:
[312] twitter.com
[97] com.br
[86] co.uk
[57] bit.ly
[56] trib.al
[55] theguardian.com
[40] gob.ve
[36] youtube.com
[28] reuters.com
[26] nytimes.com

Top Domains in Tweet in G1:
[76] twitter.com
[33] com.br
[16] co.uk
[16] nhs.uk
[13] com.ar
[12] com.mx
[10] informazione.it
[9] nytimes.com
[8] youtube.com
[7] reuters.com

Top Domains in Tweet in G2:
[40] gob.ve
[23] mazo4f.com
[9] youtube.com
[8] org.ve
[6] lechuguinos.com
[5] bit.ly
[4] dailymotion.com
[2] info.ve
[1] twitter.com

Top Domains in Tweet in G3:
[5] twitter.com
[5] change.org
[2] pinkvilla.com
[1] indiatimes.com
[1] news18.com
[1] latestly.com
[1] gov.in
[1] bhaskar.com
[1] bit.ly
[1] co.uk

Top Domains in Tweet in G4:
[6] twitter.com
[6] co.uk
[4] lockdownsceptics.org
[3] gov.uk
[2] genuineprospect.com
[1] l-bc.co
[1] rt.com
[1] theguardian.com
[1] apple.news
[1] lifesitenews.com

Top Domains in Tweet in G5:
[4] gov.br
[3] com.br
[1] bit.ly
[1] haaretz.com
[1] twitter.com
[1] terrabrasilnoticias.com

Top Domains in Tweet in G6:
[9] co.uk
[3] unlimitedhangout.com
[3] bmj.com
[2] twitter.com
[1] cornell.edu
[1] facebook.com
[1] theguardian.com
[1] ow.ly
[1] lindependant.fr
[1] independent.ie

Top Domains in Tweet in G7:
[11] reuters.com
[4] cbsn.ws
[2] msnbc.com
[1] forbes.com
[1] bit.ly
[1] palmbeachpost.com
[1] twitter.com
[1] cbsnews.com
[1] wsj.com

Top Domains in Tweet in G8:
[9] nytimes.com
[4] nyti.ms
[1] trib.al
[1] cmail20.com
[1] correctiv.org
[1] cnn.com

Top Domains in Tweet in G9:
[7] sky.com
[1] co.uk

Top Domains in Tweet in G10:
[4] twitter.com
[1] bit.ly
[1] torontosun.com
[1] covid19tracker.ca
[1] thebureauinvestigates.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[271] covid19
[235] covid
[194] radicalescontralacovid19
[124] 5abr
[121] covid_19
[93] prevenireselantídoto
[80] coronavirus
[66] laprevenciónesclave
[58] covid_19mx
[55] 4abr



Top Hashtags in Tweet in G1:
[51] covid
[50] covid19
[24] covid_19
[23] coronavirus
[11] vaccine
[11] covidー19
[5] covidvaccine
[4] easter
[4] astrazeneca
[4] unite2fightcorona

Top Hashtags in Tweet in G2:
[186] radicalescontralacovid19
[112] 5abr
[83] prevenireselantídoto
[58] laprevenciónesclave
[52] envideo
[38] 4abr
[24] sucreencuarentenaradical
[24] 2abr
[18] sputnikvgarantizavida
[14] prevención

Top Hashtags in Tweet in G3:
[23] mustfollowcovidsops
[15] covid19
[12] cancelboardexams2021
[10] muhs
[9] shafqatunclemaanjayen
[7] breakthechain
[7] cancelboards2021
[6] covid
[6] indiafightscorona
[4] covid_19

Top Hashtags in Tweet in G4:
[4] novaccinepassport
[3] covid
[2] novaccinepassportsanywhere
[2] worldratday
[2] excludeduk
[1] vaccination
[1] lockdown
[1] easter2021
[1] torquay
[1] paignton

Top Hashtags in Tweet in G5:
[2] covid19
[2] brasilimunizado
[2] umasónação
[1] mamataconnection
[1] vacinabrasil

Top Hashtags in Tweet in G6:
[4] covid19
[3] rouvronstout
[3] ivermectin
[2] covidunknowns
[2] astrazenaca
[2] pfizer
[1] stopvaccinepassports
[1] iadeenpratiqueavancée
[1] longcovid
[1] novaccinepassports

Top Hashtags in Tweet in G7:
[3] deathsantis
[2] covid
[1] rebekahjones

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

Top Hashtags in Tweet in G10:
[21] covid
[12] ivermectin
[1] ecmo
[1] onpoli
[1] wearelivingalie
[1] nomorelockdowns
[1] fordfailedontario

Top Words
Top Words in Tweet in Entire Graph:
[8331] covid
[3665] 19
[779] vaccine
[518] people
[514] contra
[481] cases
[411] more
[356] casos
[271] #covid19
[270] não

Top Words in Tweet in G1:
[1069] covid
[502] 19
[134] vaccine
[74] people
[69] more
[51] #covid
[50] #covid19
[49] cases
[48] first
[46] one

Top Words in Tweet in G2:
[696] covid
[637] 19
[186] #radicalescontralacovid19
[145] casos
[137] día
[132] variantes
[127] contra
[119] mippcivzla
[112] #5abr
[110] medidas

Top Words in Tweet in G3:
[184] covid
[100] 19
[56] क
[49] situation
[44] vaccination
[44] narendramodi
[40] students
[39] country
[38] ह
[35] cases

Top Words in Tweet in G4:
[149] covid
[64] uk
[58] passports
[51] cinema
[51] association
[38] vaccine
[29] use
[27] government
[27] re
[25] people

Top Words in Tweet in G5:
[80] covid
[45] mais
[40] os
[36] pessoas
[35] jairbolsonaro
[34] não
[33] 19
[29] em
[28] vacinação
[27] carlosbolsonaro

Top Words in Tweet in G6:
[82] covid
[24] telegraph
[22] need
[19] writes
[18] whole
[16] stevebakerhw
[16] passports
[16] authoritarian
[16] illogical
[16] vile

Top Words in Tweet in G7:
[51] covid
[42] 60minutes
[34] florida
[28] 19
[28] johnson
[27] vaccine
[26] desantis
[20] before
[19] reports
[19] governor

Top Words in Tweet in G8:
[54] covid
[46] 19
[41] safe
[40] vaccine
[40] pregnant
[40] women
[40] 15
[39] watch
[39] below
[39] dr

Top Words in Tweet in G9:
[11] covid
[7] 19
[5] vaccine
[5] skynews
[5] été
[4] passports
[3] visiting
[3] 000
[3] place
[2] labour

Top Words in Tweet in G10:
[27] covid
[23] patient
[22] dr
[21] #covid
[16] drmwarner
[15] story
[13] treatment
[12] 40s
[12] covid19critical
[12] satoshi

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[3595] covid,19
[403] contra,covid
[197] 19,vaccine
[179] covid,vaccine
[149] covid,cases
[110] casos,covid
[102] variantes,brasileñas
[100] 19,cases
[100] brasileñas,covid
[97] 19,siguen

Top Word Pairs in Tweet in G1:
[482] covid,19
[40] 19,vaccine
[38] covid,vaccine
[37] contra,covid
[19] casos,covid
[18] 19,pandemic
[16] positive,covid
[12] #covid,19
[12] 19,cases
[11] last,year

Top Word Pairs in Tweet in G2:
[632] covid,19
[115] contra,covid
[96] variantes,brasileñas
[94] brasileñas,covid
[91] 19,siguen
[82] día,#radicalescontralacovid19
[82] #radicalescontralacovid19,variantes
[77] etiqueta,día
[75] medidas,bioseguridad
[75] siguen,haciendo

Top Word Pairs in Tweet in G3:
[100] covid,19
[29] 19,vaccination
[28] reviewed,covid
[28] vaccination,related
[28] related,situation
[28] situation,country
[28] country,reiterated
[28] reiterated,importance
[28] importance,five
[28] five,fold

Top Word Pairs in Tweet in G4:
[51] uk,cinema
[51] cinema,association
[42] covid,passports
[19] covid,tests
[17] association,covid
[17] association,reiterates
[17] reiterates,opposition
[17] opposition,use
[17] use,covid
[17] covid,status

Top Word Pairs in Tweet in G5:
[33] covid,19
[22] pessoas,não
[21] há,algo
[21] algo,estranho
[21] estranho,pessoas
[21] não,falecem
[21] falecem,mais
[21] mais,tuberculose
[21] tuberculose,antes
[21] antes,os

Top Word Pairs in Tweet in G6:
[16] telegraph,writes
[16] writes,need
[16] need,covid
[16] covid,passports
[16] passports,authoritarian
[16] authoritarian,illogical
[16] illogical,vile
[16] vile,whole
[15] stevebakerhw,telegraph
[15] whole,architec

Top Word Pairs in Tweet in G7:
[28] covid,19
[19] florida,governor
[19] announced,partnership
[18] 60,minutes
[17] campaign,finance
[17] finance,reports
[17] reports,obtained
[17] obtained,60
[17] minutes,show
[17] show,weeks

Top Word Pairs in Tweet in G8:
[46] covid,19
[40] 19,vaccine
[39] vaccine,safe
[39] safe,pregnant
[39] pregnant,women
[39] women,watch
[39] watch,below
[39] below,dr
[39] dr,fauci
[39] fauci,explains

Top Word Pairs in Tweet in G9:
[7] covid,19
[2] labour,leader
[2] leader,sir
[2] sir,keir
[2] keir,starmer
[2] starmer,criticised
[2] criticised,visiting
[2] visiting,church
[2] church,homophobic
[2] homophobic,links

Top Word Pairs in Tweet in G10:
[12] dr,satoshi
[12] satoshi,ōmura
[12] ōmura,co
[12] co,developer
[12] developer,#ivermectin
[12] #ivermectin,meta
[12] meta,analysis
[12] analysis,reported
[12] reported,improvements
[12] improvements,83

Top Replied-To
Top Replied-To in Entire Graph:
@mippcivzla
@fact_covid
@lopezobrador_
@ctvcalgary
@dr2nisreenalwan
@joenbc
@aajtak
@funder
@carlosbolsonaro
@sidharth_shukla

Top Replied-To in G2:
@mippcivzla
@dezurdateam
@lavozdesucre_
@luchaalmada
@emilianoazcunes

Top Replied-To in G3:
@drajitpathak1
@mybmc
@rarenaldo_
@drrpnishank
@gdalmiathinks
@hdcharanvc
@anandmahindra
@cmomaharashtra
@shafqat_mahmood
@pravinraje_rade

Top Replied-To in G4:
@xbeepxbeep
@matthancock
@fredsmithmail
@flygirlie30
@lozzafox
@ianblackford_mp
@borisjohnson
@breesanna
@andrewjmullen
@berniespofforth

Top Replied-To in G5:
@carlosbolsonaro
@pastormalafaia
@rodrigomenegat
@14_livre
@cbernardomb
@wasana02293527
@brasilsillll
@sarahchatolina2
@defesagovbr
@antniosilvio3

Top Replied-To in G6:
@naomirwolf
@respect65
@telegraph
@feanderson7
@alanvibe
@bmj_latest

Top Replied-To in G7:
@funder
@aghamilton29
@60minutes
@lldavis12
@nwlc
@mamatabba

Top Replied-To in G9:
@dave_odo

Top Replied-To in G10:
@bmcleod013
@natchochz
@fordnation

Top Mentioned
Top Mentioned in Entire Graph:
@nicolasmaduro
@mippcivzla
@vtvcanal8
@alxndra_vio
@narendramodi
@60minutes
@partidopsuv
@whitehouse
@edwinrojasm
@jairbolsonaro

Top Mentioned in G1:
@queen_sid_
@surjit38
@weaponizedword1
@sensaycommon3
@metro_caracas
@school_finds
@joemenninger
@lexpoint_twitts
@anuarsaadsaad
@pmnewsnigeria

Top Mentioned in G2:
@nicolasmaduro
@mippcivzla
@vtvcanal8
@partidopsuv
@edwinrojasm
@vilma_meche
@drodriven2
@conelmazodando
@1412yolis
@josevrangela

Top Mentioned in G3:
@narendramodi
@cmomaharashtra
@shafqat_mahmood
@imrankhanpti
@amitv_deshmukh
@dev_fadnavis
@drmuradpti
@gmnaam24
@mohfw_india
@pravinraje_rade

Top Mentioned in G4:
@d237345p
@breesanna
@mattletiss7
@essexpr
@berniespofforth
@neilclark66
@daviddavismp
@chrissyfincham
@borisjohnson
@toadmeister

Top Mentioned in G5:
@jairbolsonaro
@carlosbolsonaro
@minsaude
@alanlopesrio
@govbr
@mitags
@fab_oficial
@secomvc
@clauwild1
@fiocruz

Top Mentioned in G6:
@telegraph
@stevebakerhw
@naomirwolf
@bmj_latest
@dailyexpose2
@leovaradkar
@emmanuelmacron
@bigbrotherwatch
@timothy_stanley
@scienceshared

Top Mentioned in G7:
@60minutes
@reuters
@joyannreid
@govrondesantis
@janicedean
@thereidout
@rondesantisfl
@guypbenson
@andrewcuomo
@funder

Top Mentioned in G8:
@whitehouse
@nytimes
@brentnyt
@karl_lauterbach
@afd
@crampell
@tc_fire_rescue
@replloyddoggett

Top Mentioned in G9:
@skynews
@afpfr
@inproportion2
@pj_montgomery
@amanda_pompili
@theonew16516042
@takethatct
@coralblob
@markdodds11
@charlotteslalom

Top Mentioned in G10:
@drmwarner
@covid19critical
@natashafatah
@fordnation
@ongov
@randyhillier
@fouldsiain
@roman_baber
@birdgroupuk
@imgrund

Top Tweeters
Top Tweeters in Entire Graph:
@elnacionalweb
@caraotadigital
@virginmedia
@infoitinterno
@tomthunkitsmind
@el_cooperante
@oldlady12345
@dolartoday
@easy_branches
@danielpilotte1

Top Tweeters in G1:
@infoitinterno
@dolartoday
@infoiteconomia
@venezuelaaldia
@diariocontraste
@2001online
@cnbctv18live
@toicitiesnews
@abscbnnews
@sc_espn

Top Tweeters in G2:
@conelmazodando
@vtvcanal8
@elaragueno
@anaderodriguez_
@eldiario
@amelia74698445
@nanciparra1
@partidopsuv
@avnve
@lechuguinos_com

Top Tweeters in G3:
@happanarinder
@economictimes
@kalpeshravals
@poppympf6666
@pib_india
@thatreddevil
@pinkvilla
@kiiishann
@golu1202
@_stripathi

Top Tweeters in G4:
@dailymirror
@bbcpropaganda
@donifordace
@terencehooson
@mariebe10098426
@andrewjmullen
@fatfei_
@jenemm3
@beddoeroger
@kreativekonnect

Top Tweeters in G5:
@mitags
@geraldo1963
@madureirax
@minsaude
@baia_canuto
@arisansouza
@leandro_coser
@agathacomeu
@ale_abcfcbrasil
@carlasalles17

Top Tweeters in G6:
@costeslioneler
@telegraph
@fayabogush
@naomirwolf
@uxbeconomist07
@d1wqvvu9koht8lu
@mirkasher31
@bmj_latest
@patrick141298
@healthcareagg

Top Tweeters in G7:
@eggry
@lisakbromley
@reuters
@ethomas3915
@gracegrace90
@funder
@emma62511
@andreww66619812
@aghamilton29
@joyannreid

Top Tweeters in G8:
@moritzbhg
@nytimes
@sandykalano
@stlhd100
@msmariat
@giuliog
@qarararasha
@carlenegarriso6
@dulcimer1978
@turnapage

Top Tweeters in G9:
@skynews
@afpfr
@mancunianmedic
@takethatct
@mcfunny
@awithonelison
@gaby_wald
@jneill
@amanda_pompili
@breezergalway

Top Tweeters in G10:
@mr_stixx
@doctorow
@slmorris555
@janinethe6ix
@horizoncarrie
@cibolle
@kingjmusicman
@natashafatah
@fouldsiain
@cb900f2