Coronavirus, Twitter, 3/5/2021 11:17:45 AM, 250150


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Coronavirus_2021-03-05_01-56-43.xlsx
Coronavirus_2021-03-05_01-56-43.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
March 05, 2021
Short Description:
Coronavirus via NodeXL https://bit.ly/3kZ4nL3
@ap
@jimsciutto
@nytimes
@reuters
@mollyjongfast
@m_mrezamm
@mermaid_garden
@luke_00
@octaviosastre
@popcrave

Top hashtags:
#coronavirus
#covid19
#covid
#corona
#covid_19
#lockdown
#prevenciã“n
#vaccine
#pandemia

Description:
Description
The graph represents a network of 9,548 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 Friday, 05 March 2021 at 10:26 UTC.

The requested start date was Friday, 05 March 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 2-day, 0-hour, 5-minute period from Monday, 01 March 2021 at 13:47 UTC to Wednesday, 03 March 2021 at 13:53 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 : 9548
Unique Edges : 4384
Edges With Duplicates : 12093
Total Edges : 16477
Number of Edge Types : 5
MentionsInRetweet : 6146
Mentions : 1361
Retweet : 5555
Replies to : 327
Tweet : 3088
Self-Loops : 3133
Reciprocated Vertex Pair Ratio : 0.00506599120117318
Reciprocated Edge Ratio : 0.0100809125878764
Connected Components : 2774
Single-Vertex Connected Components : 1081
Maximum Vertices in a Connected Component : 1644
Maximum Edges in a Connected Component : 3563
Maximum Geodesic Distance (Diameter) : 26
Average Geodesic Distance : 8.351804
Graph Density : 8.27055035943489E-05
Modularity : 0.527758
NodeXL Version : 1.0.1.444
Data Import : The graph represents a network of 9,548 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 Friday, 05 March 2021 at 10:26 UTC.

The requested start date was Friday, 05 March 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 2-day, 0-hour, 5-minute period from Monday, 01 March 2021 at 13:47 UTC to Wednesday, 03 March 2021 at 13:53 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:
[70] https://beckernews.com/coronavirus-5-dems-model-governors-see-collapse-of-public-support-37235/
[69] https://morningconsult.com/2021/03/03/coronavirus-stimulus-voter-support-bipartisan/
[61] https://www.nytimes.com/2020/04/11/us/politics/coronavirus-trump-response.html
[58] https://www.vox.com/coronavirus-covid19/21497221/donald-trump-covid-19-coronavirus-news-misinformation-study
[34] https://www.washingtonpost.com/health/2021/03/02/merck-johnson-and-johnson-covid-vaccine-partnership/
[28] https://www.breitbart.com/politics/2021/03/02/report-border-crossers-released-into-u-s-by-biden-officials-test-positive-for-coronavirus/?fbclid=IwAR3IPpEkgwtjzKrCUzbRUe4wgIxjs0xhMZSKPqLU4_7Qthq7pX41CxSESuQ
[24] https://gazetabrasil.com.br/especiais/coronavirus/coronavac-tem-baixa-acao-neutralizante-contra-variante-brasileira-da-covid/
[21] https://jp.reuters.com/article/health-coronavirus-who-rise-idJPKCN2AT3BX?taid=603d5cde4387050001dd2ddd&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[17] https://www.elconfidencial.com/espana/2021-03-02/infantas-elena-cristina-vacunaron-coronavirus-emiratos-aprovechando-visita-juan-carlos-i_2974843/
[16] https://www.breitbart.com/politics/2021/03/02/report-border-crossers-released-into-u-s-by-biden-officials-test-positive-for-coronavirus/

Top URLs in Tweet in G1:
[20] https://www.washingtonpost.com/health/2021/03/02/merck-johnson-and-johnson-covid-vaccine-partnership/
[7] https://www.nu.nl/coronavirus/6119461/vooruitzichten-volgens-het-rivm-niet-goed-virusvarianten-rukken-sterk-op.html?redirect=1
[6] http://www.bbc.com/mundo/noticias-56193525?utm_source=dlvr.it&utm_medium=twitter
[6] https://www.cnn.com/2021/03/03/politics/president-joe-biden-coronavirus-texas-donald-trump-virus/index.html
[4] https://www.focus.de/gesundheit/coronavirus/impfung-gegen-corona-impfstau-waechst-und-weitere-1-7-millionen-astrazeneca-dosen-sind-im-anmarsch_id_12775218.html?rnd=4c3e5b73ec9d5545eab8d294f50cc5d3
[4] https://www.washingtonpost.com/health/2021/03/02/merck-johnson-and-johnson-covid-vaccine-partnership/?tid=ss_tw
[4] https://www.merkur.de/welt/coronavirus-deutschland-rki-lothar-wieler-chef-jens-spahn-rassismus-migration-intensivpatienten-90226003.html
[3] https://www.nytimes.com/2021/03/01/us/coronavirus-vaccine-farmworkers-california.html?smid=tw-share
[3] https://g1.globo.com/bemestar/coronavirus/noticia/2021/03/02/covid-19-teremos-o-marco-mais-triste-de-nossas-vidas-preve-pneumologista-da-fiocruz.ghtml
[3] https://www.nytimes.com/live/2021/03/02/world/covid-19-coronavirus/a-variant-in-brazil-infected-many-who-had-already-recovered-from-covid-19

Top URLs in Tweet in G2:
[11] http://www.minci.gob.ve/coronavirus-covid-19/
[9] http://www.minci.gob.ve/the-coronavirus-prevention/
[2] https://mazo4f.com/en-colombia-cifra-de-contagios-diarios-de-coronavirus-supera-los-4300-casos
[2] https://mazo4f.com/jefe-de-estado-tengamos-presente-que-el-coronavirus-circula-libremente-por-las-calles-flexibilizacion
[2] https://bit.ly/3sDqqJH
[1] https://go.shr.lc/37WuAo0
[1] https://go.shr.lc/3qbxo70

Top URLs in Tweet in G3:
[4] https://cnn.it/37ZV2gv
[2] https://www.cnn.com/2021/03/01/health/us-coronavirus-monday/index.html
[2] https://cbs4indy.com/news/coronavirus/marion-county-cuts-back-covid-19-restrictions/
[1] https://apnews.com/article/greg-abbott-archive-texas-coronavirus-pandemic-ed7cd1b065a1afd71175f255fb5148aa?utm_campaign=SocialFlow&utm_source=Twitter&utm_medium=AP
[1] https://apnews.com/article/technology-europe-global-trade-coronavirus-vaccine-coronavirus-pandemic-22d92afbc3ea9ed519be007f8887bcf6?utm_source=Twitter&utm_campaign=SocialFlow&utm_medium=AP
[1] https://apnews.com/article/ap-top-news-anthony-fauci-coronavirus-pandemic-f13611719ad8d1655ed7b354af75a9a9?utm_source=Twitter&utm_medium=AP&utm_campaign=SocialFlow
[1] https://apnews.com/article/science-narendra-modi-india-coronavirus-pandemic-4091f315b0406c0ea9fa1a1928bfcd90?utm_campaign=SocialFlow&utm_source=Twitter&utm_medium=AP
[1] https://apnews.com/article/technology-santiago-chile-diplomacy-coronavirus-pandemic-0382aefa52c75b834fbaf6d869808f51?utm_source=Twitter&utm_medium=AP&utm_campaign=SocialFlow
[1] https://apnews.com/article/pandemics-california-covid-19-pandemic-europe-coronavirus-pandemic-92b2df8f56118ffce9d3507a62ae941e?utm_campaign=SocialFlow&utm_source=Twitter&utm_medium=AP
[1] https://apnews.com/article/marriage-coronavirus-pandemic-f599979835addfd354856ff5b2024989?utm_campaign=SocialFlow&utm_source=Twitter&utm_medium=AP

Top URLs in Tweet in G4:
[3] https://www.washingtonpost.com/health/2021/03/02/merck-johnson-and-johnson-covid-vaccine-partnership/
[2] https://www.kff.org/coronavirus-covid-19/poll-finding/kff-health-tracking-poll-late-february-2021/
[2] https://www.reuters.com/article/us-health-coronavirus-pope/pope-francis-to-have-covid-19-vaccine-says-it-is-the-ethical-choice-for-all-idUSKBN29E0LY?back=https%3A%2F%2Fwww.google.com%2Fsearch%3Fclient%3Dsafari%26as_qdr%3Dall%26as_occt%3Dany%26safe%3Dactive%26as_q%3DWhat+has+Pope+Francis+said+about+vaccines%26channel%3Daplab%26source%3Da-app1%26hl%3Den
[1] https://www.kff.org/coronavirus-covid-19/fact-sheet/coronavirus-tracker/
[1] https://www.theguardian.com/us-news/ng-interactive/2020/aug/11/lost-on-the-frontline-covid-19-coronavirus-us-healthcare-workers-deaths-database
[1] https://www.wcnc.com/mobile/article/news/health/coronavirus/vaccine/north-carolina-gov-roy-cooper-group-3-coronavirus-vaccine-appointments/275-45d6425f-da3d-40af-90f3-0233dc27fff2
[1] https://www.vox.com/coronavirus-covid19/21497221/donald-trump-covid-19-coronavirus-news-misinformation-study
[1] https://www.wcnc.com/mobile/article/news/health/coronavirus/vaccine/allergies-vaccine-johnson-johnson-moderna-pfizer-covid-19/275-692b0ce0-775f-4016-ac0e-5b6c970cc8dd
[1] https://www.washingtonpost.com/health/2021/03/02/merck-johnson-and-johnson-covid-vaccine-partnership/?tid=ss_tw
[1] https://www.reuters.com/article/us-health-coronavirus-merck-co-johnson-j/merck-to-help-make-johnson-johnsons-vaccine-washington-post-idUSKBN2AU1FN

Top URLs in Tweet in G5:
[2] https://www.cnn.com/2021/03/03/politics/president-joe-biden-coronavirus-texas-donald-trump-virus/index.html
[1] https://www.cnn.com/2021/03/02/health/us-coronavirus-tuesday/index.html
[1] https://www.huffpost.com/entry/stimulus-check-unemployment-coronavirus_n_603d0bb4c5b601179ebf6766
[1] https://www.huffpost.com/entry/cdc-begs-states-lifting-covid-restrictions-wave_n_603efef1c5b6d7794ae2af2b
[1] https://www.huffpost.com/entry/democratic-senators-coronavirus-relief-package-automatic-stabilizers_n_603dc896c5b617a7e410475f?ncid=tweetlnkushpmg00000067
[1] https://www.huffpost.com/entry/greg-abbott-texas-coronavirus-relaxing-backlash_n_603f435cc5b6ff75ac4047ed?ncid=tweetlnkushpmg00000067
[1] https://news.yahoo.com/second-democrat-calls-for-investigation-of-de-santiss-vaccine-distribution-100026167.html
[1] https://www.reuters.com/article/us-health-coronavirus-usa-klain-idUSKBN29T0FY
[1] https://www.forbes.com/sites/carlieporterfield/2021/03/02/dolly-parton-gets-the-moderna-coronavirus-vaccine-her-1-million-donation-helped-fund/
[1] https://cnn.it/3uP7ZDU

Top URLs in Tweet in G6:
[59] https://www.nytimes.com/2020/04/11/us/politics/coronavirus-trump-response.html
[50] https://www.vox.com/coronavirus-covid19/21497221/donald-trump-covid-19-coronavirus-news-misinformation-study
[1] http://www.rev.com/blog/transcripts/donald-trump-charleston-south-carolina-rally-transcript-february-28-2020
[1] https://twitter.com/atrupar/status/1233825837721489414
[1] https://view.newsletters.cnn.com/messages/16145598850143825a0527633/raw

Top URLs in Tweet in G7:
[1] https://oglobo.globo.com/sociedade/coronavirus/fiocruz-pais-inteiro-apresenta-piora-de-indicadores-da-covid-19-pela-1-vez-desde-inicio-da-pandemia-24906382

Top URLs in Tweet in G8:
[70] https://beckernews.com/coronavirus-5-dems-model-governors-see-collapse-of-public-support-37235/
[28] https://www.breitbart.com/politics/2021/03/02/report-border-crossers-released-into-u-s-by-biden-officials-test-positive-for-coronavirus/?fbclid=IwAR3IPpEkgwtjzKrCUzbRUe4wgIxjs0xhMZSKPqLU4_7Qthq7pX41CxSESuQ
[4] https://www.breitbart.com/politics/2021/03/02/report-border-crossers-released-into-u-s-by-biden-officials-test-positive-for-coronavirus/
[2] https://thehill.com/homenews/administration/541266-biden-tells-senate-dems-to-stick-together-quickly-pass-coronavirus#.YD-TfPM47-I.twitter
[2] https://www.breitbart.com/national-security/2021/03/01/report-china-using-coronavirus-control-journalists/
[2] https://thehill.com/homenews/senate/541301-biden-relief-bill-tests-narrow-democratic-majority#.YD-S8eIVcwk.twitter
[2] https://www.breitbart.com/politics/2021/03/01/democrats-block-motion-to-eliminate-pelosi-subway-tunnel-to-pay-for-mental-health-in-coronavirus-bill/
[1] https://www.breitbart.com/politics/2021/03/01/poll-71-say-cuomo-knew-true-number-of-covid-deaths-in-nursing-homes-concealed-it/?fbclid=IwAR0W23IAt7YhRce7fm7Q8agNwVHyVsdqRCh0RKraX_ldfrNUI2rpc4tuY_Q
[1] https://www.governor.ny.gov/news/video-audio-photos-rush-transcript-novel-coronavirus-briefing-governor-cuomo-announces-state
[1] https://www.breitbart.com/politics/2021/02/11/white-houses-psaki-dodges-on-whether-migrants-streaming-across-border-should-be-tested-for-coronavirus/

Top URLs in Tweet in G9:
[9] https://bbc.in/2MA6PKZ
[3] https://www.today.ng/news/nigeria/minister-nigerians-received-coronavirus-vaccines-abroad-tested-arrival-349870
[3] https://www.today.ng/culture/people/dolly-parton-coronavirus-vaccine-350256
[3] https://www.tes.com/news/coronavirus-teachers-almost-twice-likely-get-covid-says-neu
[2] https://www.today.ng/news/nigeria/2-3-nigerians-register-coronavirus-vaccination-24-hours-350255
[2] https://www.today.ng/news/world/germany-ease-coronavirus-curbs-ramp-vaccinations-350236
[1] https://news.sky.com/video/coronavirus-i-shook-hands-with-everybody-11948548
[1] https://www.independent.co.uk/news/uk/politics/edelman-trust-barometer-coronavirus-pandemic-b1808812.html
[1] https://twitter.com/Number10cat/status/1367032940677455872
[1] https://bylinetimes.com/2020/03/26/the-coronavirus-crisis-oxford-model-touting-herd-immunity-was-promoted-by-pr-agency-tied-to-ministry-of-defence-and-nudge-unit/

Top URLs in Tweet in G10:
[6] https://bit.ly/307TGMA
[5] https://www.express.co.uk/news/world/1404416/china-news-coronavirus-origin-outbreak-wuhan-WHO-report
[4] https://www.worldometers.info/coronavirus/#countries
[3] https://fxn.ws/3050b2H
[2] https://bit.ly/301yGH8
[2] https://elpais.com/sociedad/2020-12-12/ultimas-noticias-del-coronavirus-en-espana-y-en-el-mundo-en-directo.html?ssm=IG_CM
[2] https://thehill.com/homenews/administration/540918-cdc-accepts-panels-endorsement-of-johnson-johnson-coronavirus-vaccine
[2] https://www.corriere.it/cronache/21_marzo_02/coronavirus-ultime-notizie-dall-italia-mondo-covid-5591838a-7b25-11eb-a9cc-1eebe11a6a7c.shtml
[2] https://www.upi.com/7078667t
[1] https://bit.ly/3sARQj8

Top Domains
Top Domains in Tweet in Entire Graph:
[216] bit.ly
[192] reuters.com
[160] nytimes.com
[153] co.uk
[124] twitter.com
[109] com.br
[81] washingtonpost.com
[71] vox.com
[70] beckernews.com
[69] morningconsult.com

Top Domains in Tweet in G1:
[44] bit.ly
[38] twitter.com
[38] washingtonpost.com
[30] nytimes.com
[27] co.uk
[25] reuters.com
[23] ift.tt
[20] com.br
[20] theguardian.com
[16] com.ar

Top Domains in Tweet in G2:
[20] gob.ve
[4] mazo4f.com
[2] shr.lc
[2] bit.ly

Top Domains in Tweet in G3:
[19] apnews.com
[13] nyti.ms
[11] cnn.it
[4] nytimes.com
[3] cnn.com
[2] washingtonpost.com
[2] cbs4indy.com
[1] apne.ws
[1] axios.com
[1] khon2.com

Top Domains in Tweet in G4:
[4] washingtonpost.com
[3] kff.org
[3] reuters.com
[2] wcnc.com
[1] theguardian.com
[1] vox.com

Top Domains in Tweet in G5:
[5] huffpost.com
[4] cnn.com
[2] yahoo.com
[2] reuters.com
[2] washingtonpost.com
[1] forbes.com
[1] cnn.it
[1] nytimes.com
[1] vox.com

Top Domains in Tweet in G6:
[59] nytimes.com
[50] vox.com
[1] rev.com
[1] twitter.com
[1] cnn.com

Top Domains in Tweet in G7:
[1] globo.com

Top Domains in Tweet in G8:
[70] beckernews.com
[38] breitbart.com
[4] thehill.com
[1] ny.gov

Top Domains in Tweet in G9:
[10] bbc.in
[10] today.ng
[3] tes.com
[1] sky.com
[1] co.uk
[1] twitter.com
[1] bylinetimes.com
[1] bbc.com
[1] reuters.com
[1] buzzfeednews.com

Top Domains in Tweet in G10:
[11] bit.ly
[7] co.uk
[4] worldometers.info
[3] elpais.com
[3] fxn.ws
[3] corriere.it
[2] thehill.com
[2] upi.com
[1] nationalreview.com
[1] wsj.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[819] coronavirus
[554] covid19
[64] covid
[51] corona
[44] covid_19
[40] lockdown
[30] prevenciã“n
[29] vaccine
[24] pandemia
[24] budget2021



Top Hashtags in Tweet in G1:
[193] coronavirus
[103] covid19
[12] news
[11] covid
[11] vaccine
[11] corona
[11] pandemia
[9] health
[8] lockdown
[6] covid_19

Top Hashtags in Tweet in G2:
[30] prevenciã“n
[22] vacunaesperanzayvida
[20] publicacionesmippci
[17] flexibilizaciã³nresponsable
[14] covid_19
[7] atenciã³n
[6] soberanã­aespoderpopular
[5] 3/2/2021 12:00:00 AM
[5] emergencia
[5] buenasnoticias

Top Hashtags in Tweet in G3:
[3] variants
[2] covid19
[2] covid
[2] sarscov2
[2] mutations
[2] infections
[2] transmission
[2] 4yourmorning
[1] hawaiinews
[1] springbreak

Top Hashtags in Tweet in G4:
[3] covidrelief
[2] covid19
[1] merck
[1] j
[1] covidvaccine
[1] goodmorning
[1] vaccines
[1] humanityfirst

Top Hashtags in Tweet in G5:
[7] covid19
[1] demcast

Top Hashtags in Tweet in G9:
[1] racism_germanmedia
[1] rassismus_deutschemedien

Top Hashtags in Tweet in G10:
[10] coronavirus
[7] covid
[5] update
[4] europeanunion
[2] brexit
[2] borisjohnson
[2] updates
[2] italiens
[2] iran
[2] covid19

Top Words
Top Words in Tweet in Entire Graph:
[3662] coronavirus
[1256] covid
[1041] vaccine
[991] johnson
[938] 19
[814] #coronavirus
[690] æ
[580] ç
[575] ãƒ
[550] #covid19

Top Words in Tweet in G1:
[509] coronavirus
[207] covid
[192] #coronavirus
[150] ø
[149] 19
[133] vaccine
[106] johnson
[103] #covid19
[73] ãƒ
[68] ù

Top Words in Tweet in G2:
[236] coronavirus
[215] medidas
[136] importante
[131] mippcivzla
[111] žð
[111] ˆð
[106] ª
[106] nicolasmaduro
[105] âœ
[103] flexibilizaciã

Top Words in Tweet in G3:
[85] coronavirus
[79] johnson
[75] vaccine
[73] ap
[67] biden
[60] help
[59] merck
[58] group
[44] breaking
[44] official

Top Words in Tweet in G4:
[277] johnson
[168] merck
[167] help
[162] biden
[117] vaccine
[112] coronavirus
[102] announce
[66] make
[57] president
[57] expected

Top Words in Tweet in G5:
[156] johnson
[130] coronavirus
[82] biden
[80] merck
[80] help
[76] announce
[73] vaccine
[69] president
[67] expected
[64] co

Top Words in Tweet in G6:
[108] many
[63] year
[61] one
[61] ago
[59] lives
[59] saved
[59] person
[59] taken
[59] job
[59] more

Top Words in Tweet in G7:
[101] vai
[101] fazer
[101] ano
[101] tiago
[101] contando
[101] pros
[101] participantes
[101] bbb20
[101] coronavirus
[101] gizelly

Top Words in Tweet in G8:
[74] cuomo
[70] thought
[70] sadly
[70] mistaken
[69] kylenabecker
[42] breitbartnews
[28] begins
[20] coronavirus
[9] dhs
[9] ago

Top Words in Tweet in G9:
[55] year
[46] coronavirus
[44] virus
[41] œiâ
[36] johnson
[35] ago
[35] today
[35] finally
[35] attending
[35] cobra

Top Words in Tweet in G10:
[24] coronavirus
[14] el_pais
[14] directo
[10] #coronavirus
[8] daily_express
[7] evitar
[7] team
[7] 'deeply'
[7] suspicious
[7] china's

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[884] covid,19
[471] coronavirus,vaccine
[364] johnson,johnson
[263] ãƒ,ãƒ
[252] coronavã,rus
[247] ø,ø
[218] merck,help
[205] contra,coronavirus
[205] year,ago
[202] president,biden

Top Word Pairs in Tweet in G1:
[142] covid,19
[76] ø,ø
[56] coronavirus,vaccine
[48] johnson,johnson
[47] coronavã,rus
[32] ù,ø
[32] ø,ù
[31] ãƒ,ãƒ
[29] merck,help
[27] johnson,coronavirus

Top Word Pairs in Tweet in G2:
[105] âœ,ª
[91] semana,flexibilizaciã
[91] flexibilizaciã,econã
[91] econã,mica
[91] importante,seguir
[91] seguir,reforzando
[90] nicolasmaduro,semana
[89] reforzando,medidas
[88] mica,segura
[88] segura,importante

Top Word Pairs in Tweet in G3:
[49] coronavirus,vaccine
[45] merck,help
[41] biden,administration
[41] administration,official
[41] official,merck
[41] help,produce
[41] produce,rival
[41] rival,johnson
[41] johnson,johnson's
[41] johnson's,coronavirus

Top Word Pairs in Tweet in G4:
[112] coronavirus,vaccine
[109] johnson,johnson
[93] merck,help
[66] help,make
[66] make,johnson
[57] president,biden
[57] biden,expected
[57] expected,announce
[57] today,merck
[55] breaking,president

Top Word Pairs in Tweet in G5:
[76] johnson,johnson
[73] coronavirus,vaccine
[69] president,biden
[67] biden,expected
[67] expected,announce
[63] merck,co
[62] today,merck
[58] announce,today
[58] co,help
[58] help,johnson

Top Word Pairs in Tweet in G6:
[61] year,ago
[59] many,lives
[59] lives,saved
[59] saved,one
[59] one,person
[59] person,taken
[59] taken,job
[59] job,more
[59] more,seriously
[59] seriously,year

Top Word Pairs in Tweet in G7:
[101] vai,fazer
[101] fazer,ano
[101] ano,tiago
[101] tiago,contando
[101] contando,pros
[101] pros,participantes
[101] participantes,bbb20
[101] bbb20,coronavirus
[101] coronavirus,gizelly
[101] gizelly,fazendo

Top Word Pairs in Tweet in G8:
[70] thought,cuomo
[70] cuomo,sadly
[70] sadly,mistaken
[69] kylenabecker,thought
[27] breitbartnews,begins
[6] border,crossers
[6] crossers,released
[6] released,interior
[6] interior,united
[6] united,states

Top Word Pairs in Tweet in G9:
[35] year,ago
[35] ago,today
[35] today,finally
[35] finally,attending
[35] attending,cobra
[35] cobra,being
[35] being,warned
[35] warned,seriousness
[35] seriousness,virus
[35] virus,boris

Top Word Pairs in Tweet in G10:
[7] team,'deeply'
[7] 'deeply',suspicious
[7] suspicious,china's
[7] origin,theory
[7] theory,#covid
[6] el_pais,directo
[5] directo,castilla
[5] castilla,mancha
[5] mancha,pide
[5] pide,cierre

Top Replied-To
Top Replied-To in Entire Graph:
@gregabbott_tx
@kylegriffin1
@jairbolsonaro
@bag_ofsp_ufsp
@nicolasturgeon
@scmpnews
@leandroruschel
@businessinsider
@jsiouxlander

Top Replied-To in G1:

Top Replied-To in G2:
@nicolasmaduro

Top Replied-To in G3:
@ap
@oren_cass
@nytimes

Top Replied-To in G4:
@angry_staffer
@merck
@washingtonpost

Top Replied-To in G5:
@jsiouxlander
@muellershewrote
@b52malmet

Top Replied-To in G10:
@magicsfamily
@kincsi_chris
@rein91den

Top Mentioned
Top Mentioned in Entire Graph:
@mippcivzla
@nicolasmaduro
@labylon
@ap
@kylenabecker
@jimsciutto
@pegoncalves
@cnnbrk
@gtconway3d
@reuters

Top Mentioned in G1:
@reynald87233943
@sportrendyblogs
@omarmontoyasua1
@nomadd11
@qambranysheedi
@___jayr

Top Mentioned in G2:
@mippcivzla
@nicolasmaduro
@vtvcanal8
@drodriven2
@maestratuitera
@conelmazodando
@prensafanb
@partidopsuv
@amelia74698445
@telesurtv

Top Mentioned in G3:
@ap
@nytimes
@dfreelon
@cnn
@elcancillercom
@ap_europe
@ewoodhouse7
@thebabylonbee
@jimsciutto
@hollymenino

Top Mentioned in G4:
@jimsciutto
@washingtonpost
@jonlemire
@amy_siskind
@merck
@kff
@jenniferjjacobs
@wcnc
@cnnbrk
@mnmlst2021

Top Mentioned in G5:
@cnnbrk
@thedemocrats
@drericding
@jjohnsonlaw
@huffpost
@212to502
@joncoopertweets
@jimsciutto
@phil_mattingly

Top Mentioned in G6:
@gtconway3d
@mollyjongfast
@sayshummingbird
@ryanstruyk
@washingtonpost
@kylegriffin1
@jimsciutto
@jonlemire
@oliverdarcy

Top Mentioned in G7:
@labylon
@thiamparo

Top Mentioned in G8:
@kylenabecker
@breitbartnews
@michaelmalice
@nyhammond
@charliespiering
@presssec
@surabees
@coop22089074
@jamiecorridon

Top Mentioned in G9:
@aiannucci
@bbcnews
@doctor_oxford
@buzzfeed
@dminghella
@nickreeves9876
@nigerianewsdesk
@peterjukes
@todayng
@ferdyomondi

Top Mentioned in G10:
@el_pais
@daily_express
@afp
@wsj
@kimstrassel
@foxnews
@upi
@corriere
@erictopol
@apoorva_nyc

Top Tweeters
Top Tweeters in Entire Graph:
@elnacionalweb
@caraotadigital
@la_patilla
@infoitinterno
@jornalistavitor
@oldlady12345
@contrapuntovzla
@pairsonnalites
@ecodaren
@girainformativa

Top Tweeters in G1:
@infoitinterno
@contrapuntovzla
@pairsonnalites
@girainformativa
@proenlace
@marciojmsilva
@informe21
@poandpo
@globalissuesweb
@rachel_mcrea

Top Tweeters in G2:
@conelmazodando
@telesurtv
@vtvcanal8
@amelia74698445
@partidopsuv
@desibarillas
@luibustilloso
@crispulorb
@nellypsuvya
@mippcivzla

Top Tweeters in G3:
@pradopecci
@alitapaz
@edavid57edavid
@msochubbard
@jtlol
@nytimes
@dunaisiaka
@prosyria2
@cnn
@conchi_gonzalez

Top Tweeters in G4:
@mattmurph24
@manmet80
@aepishere
@sar_oso
@njdoc
@pushandpulljlm
@jameskthompson1
@mauraleelang
@boandsunny
@dawneryans

Top Tweeters in G5:
@lindacollins11
@billieo2
@alllwftopic
@jrbkjrbk
@suekhi
@huffpost
@anthropic
@teetweetshere
@b52malmet
@jetballin

Top Tweeters in G6:
@beckyrae12345
@janattheocean
@1luv2
@june4th
@tanis42
@now_justice
@montpellier21
@behappyandcivil
@lula_reh
@zekesgirl1959

Top Tweeters in G7:
@jikoobin
@rockyourbodyjt
@skarsgardwchst
@itsadeathwish
@crfsempre2
@mathmiranda
@memoriezflash
@highken4
@labylon
@eitabella

Top Tweeters in G8:
@lyndae222
@homerwhite
@cptcookswife
@vegas870
@steinhauer_t
@donnaarchibal12
@johnrobertfinch
@coop22089074
@breitbartnews
@michaelmalice

Top Tweeters in G9:
@curiocat13
@coronaupdatebot
@bbcnews
@btsquared2
@o_g_log
@sheronwilkie
@kingmark1st
@adi7anand
@buzzfeed
@teddyboylocsin

Top Tweeters in G10:
@chrisbrey1
@daily_express
@thehill
@el_pais
@m_mrezamm
@corriere
@foxnews
@telegraph
@time
@france24


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