Coronavirus, Twitter, 3/6/2021 6:51:05 PM, 250213


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Coronavirus_2021-03-06_01-52-13.xlsx
Coronavirus_2021-03-06_01-52-13.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
March 06, 2021
Short Description:
Coronavirus via NodeXL https://bit.ly/30fRCCa
@billkristol
@ap
@marie70883246
@m_mrezamm
@nytimes
@kaivanshroff
@joncoopertweets
@jimsciutto
@mermaid_garden
@stephenking

Top hashtags:
#coronavirus
#covid19
#covid
#covid_19
#corona
#spahn
#breaking
#vaccine

Description:
Description
The graph represents a network of 9,498 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, 06 March 2021 at 10:17 UTC.

The requested start date was Saturday, 06 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, 23-hour, 48-minute period from Tuesday, 02 March 2021 at 13:48 UTC to Friday, 05 March 2021 at 13:36 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 : 9498
Unique Edges : 4562
Edges With Duplicates : 12087
Total Edges : 16649
Number of Edge Types : 5
Retweet : 5541
MentionsInRetweet : 6345
Tweet : 3012
Replies to : 337
Mentions : 1414
Self-Loops : 3053
Reciprocated Vertex Pair Ratio : 0.00503680743897714
Reciprocated Edge Ratio : 0.0100231303006939
Connected Components : 2701
Single-Vertex Connected Components : 1092
Maximum Vertices in a Connected Component : 2009
Maximum Edges in a Connected Component : 4627
Maximum Geodesic Distance (Diameter) : 25
Average Geodesic Distance : 7.729165
Graph Density : 8.6272547682877E-05
Modularity : 0.532003
NodeXL Version : 1.0.1.444
Data Import : The graph represents a network of 9,498 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, 06 March 2021 at 10:17 UTC.

The requested start date was Saturday, 06 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, 23-hour, 48-minute period from Tuesday, 02 March 2021 at 13:48 UTC to Friday, 05 March 2021 at 13:36 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:
[69] https://morningconsult.com/2021/03/03/coronavirus-stimulus-voter-support-bipartisan/
[33] https://www.nytimes.com/2021/03/04/opinion/coronavirus-masks.html?action=click&module=Opinion&pgtype=Homepage
[31] https://www.sun-sentinel.com/coronavirus/vaccines/fl-ne-spring-break-crowd-covid-20210305-xkzs2tppxnhznellmgtyhc5uve-story.html
[28] 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
[27] https://trib.al/pn9uTcO
[27] https://www.vox.com/coronavirus-covid19/21497221/donald-trump-covid-19-coronavirus-news-misinformation-study
[21] https://oglobo.globo.com/sociedade/coronavirus/chega-de-frescura-de-mimimi-vao-ficar-chorando-ate-quando-diz-bolsonaro-sobre-pandemia-1-24909333
[21] https://www.washingtonpost.com/health/2021/03/02/merck-johnson-and-johnson-covid-vaccine-partnership/
[18] 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:
[10] https://www.washingtonpost.com/health/2021/03/02/merck-johnson-and-johnson-covid-vaccine-partnership/
[8] https://www.foxnews.com/politics/cuomo-advisers-altered-report-on-coronavirus-nursing-home-deaths-wsj
[7] https://www.nu.nl/coronavirus/6119461/vooruitzichten-volgens-het-rivm-niet-goed-virusvarianten-rukken-sterk-op.html?redirect=1
[6] https://www.cnn.com/2021/03/03/politics/president-joe-biden-coronavirus-texas-donald-trump-virus/index.html
[6] https://www.nytimes.com/2021/03/04/opinion/coronavirus-masks.html?smid=tw-share
[4] https://www.merkur.de/welt/coronavirus-deutschland-rki-lothar-wieler-chef-jens-spahn-rassismus-migration-intensivpatienten-90226003.html
[3] https://www.washingtonpost.com/health/2021/03/02/merck-johnson-and-johnson-covid-vaccine-partnership/?tid=ss_tw
[3] https://www.infobae.com/sociedad/2021/03/04/un-ano-de-coronavirus-y-mas-de-50000-muertos-las-historias-de-los-que-perdimos-y-no-pudimos-despedir/
[3] https://www.foxnews.com/us/catholic-bishops-johnson-janssen-coronavirus-vaccine
[3] https://www.foxnews.com/opinion/tucker-carlson-coronavirus-lockdowns-killing-children-teachers-unions

Top URLs in Tweet in G2:
[2] https://www.kff.org/coronavirus-covid-19/poll-finding/kff-health-tracking-poll-late-february-2021/
[1] https://apnews.com/article/joe-biden-ap-top-news-coronavirus-pandemic-only-on-ap-honeymoons-d365bff571c24f9d3575bcbd051780aa
[1] https://www.forbes.com/sites/andrewsolender/2021/03/04/senate-chamber-empties-as-reading-of-628-page-relief-bill-gets-underway/
[1] https://www.nytimes.com/2021/03/04/opinion/coronavirus-masks.html?action=click&module=Opinion&pgtype=Homepage
[1] https://cnn.it/36Owgzv
[1] https://www.cdc.gov/coronavirus/2019-ncov/travelers/face-masks-public-transportation.html
[1] https://www.nytimes.com/live/2021/03/04/world/covid-19-coronavirus
[1] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/expect/after.html
[1] https://www.nbcphiladelphia.com/news/coronavirus/fema-convention-center-vaccine-site-will-have-12-hour-days-appointment-only/2719858/
[1] https://www.nbcphiladelphia.com/news/national-international/covid-19-pandemic-fuels-attacks-on-health-workers-globally/2724459/?_osource=SocialFlowTwt_PHBrand

Top URLs in Tweet in G3:
[6] https://apnews.com/article/joe-biden-ap-top-news-coronavirus-pandemic-only-on-ap-honeymoons-d365bff571c24f9d3575bcbd051780aa
[3] https://www.chron.com/coronavirus/article/mask-houston-grocery-stores-restaurants-15997204.php
[3] https://www.nytimes.com/interactive/2021/03/03/science/vaccine-efficacy-coronavirus.html
[3] https://www.cnn.com/2021/03/01/health/us-coronavirus-monday/index.html
[2] https://www.themarshallproject.org/2020/05/01/a-state-by-state-look-at-coronavirus-in-prisons
[2] https://www.wfla.com/community/health/coronavirus/publix-other-pharmacies-now-offering-covid-19-vaccine-to-teachers-of-all-ages/
[2] https://www.washingtonpost.com/nation/2021/03/05/coronavirus-covid-live-updates-us/?tid=ss_tw
[2] https://www.washingtonpost.com/health/2021/03/02/merck-johnson-and-johnson-covid-vaccine-partnership/
[2] https://www.khou.com/article/news/health/coronavirus/gov-abbott-says-biden-administration-is-releasing-undocumented-immigrants-with-covid-into-texas-communities/285-efbe0dbd-26cf-42ee-ae7b-7693f31d1e19
[2] https://www.tagesspiegel.de/wissen/coronavirus-in-deutschland-und-weltweit-aldi-selbsttests-nach-wenigen-minuten-ausverkauft/25560996.html

Top URLs in Tweet in G4:
[10] https://thehill.com/policy/finance/541749-february-jobs-report-biden-economy-coronavirus
[6] https://bit.ly/307TGMA
[4] https://www.worldometers.info/coronavirus/#countries
[2] https://thehill.com/homenews/senate/541695-ron-johnson-forces-reading-of-senate-coronavirus-bill-on-floor
[2] https://www.nytimes.com/2021/02/24/health/coronavirus-variant-nyc.html
[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://www.corriere.it/cronache/21_marzo_02/coronavirus-ultime-notizie-dall-italia-mondo-covid-5591838a-7b25-11eb-a9cc-1eebe11a6a7c.shtml
[1] https://www.chicagotribune.com/coronavirus/ct-aud-nw-stimulus-check-updates-20210305-jgg24b2kifblrgscrjarittm3u-story.html
[1] https://www.chicagotribune.com/coronavirus/ct-coronavirus-chicago-restaurant-workers-struggle-20210301-35s3pjhgdjcc3jstdeqhudxhwe-story.html
[1] https://www.chicagotribune.com/coronavirus/ct-university-of-illinois-covid-19-saliva-test-approval-20210301-arvkmvgi3zhujem4filmnubnly-story.html

Top URLs in Tweet in G5:
[26] https://www.vox.com/coronavirus-covid19/21497221/donald-trump-covid-19-coronavirus-news-misinformation-study
[7] https://trib.al/wqfVr7K
[6] https://www.reuters.com/article/us-health-coronavirus-bats-graphic-idUSKBN2AU17B?taid=603e42902f379e00016d08dc&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[2] https://www.reuters.com/article/us-health-coronavirus-vaccine-sinovac-idUSKBN2AX0KK?taid=604212b8452dcf000173a937&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[2] https://www.reuters.com/article/us-health-coronavirus-china-japan-idUSKCN2AT21Q?taid=603ce4355cbc430001744488&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[2] https://www.reuters.com/article/us-health-coronavirus-meatpacking-vaccin-idUSKCN2AU19A?taid=603e36e813851800019e4f13&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[2] https://www.reuters.com/article/us-health-coronavirus-japan-theatre-idUSKBN2AU0B2?taid=603dfb1013851800019e4dec&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[2] https://www.reuters.com/article/us-health-coronavirus-france-vaccines-idUSKBN2AU19C?taid=603e416413851800019e4f42&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[2] https://www.reuters.com/article/us-health-coronavirus-southkorea-idUSKCN2AV0D5?taid=603f1c887e68aa0001a28ce8&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[2] https://www.reuters.com/article/us-health-coronavirus-netherlands-blast-idUSKCN2AV0O4?taid=603f5e2f7e68aa0001a28de2&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter

Top URLs in Tweet in G6:
[29] https://www.nytimes.com/2021/03/04/opinion/coronavirus-masks.html?action=click&module=Opinion&pgtype=Homepage
[2] https://www.cnn.com/2021/03/03/politics/president-joe-biden-coronavirus-texas-donald-trump-virus/index.html
[1] https://www.huffpost.com/entry/cdc-begs-states-lifting-covid-restrictions-wave_n_603efef1c5b6d7794ae2af2b
[1] https://www.cnn.com/2021/03/05/health/us-coronavirus-friday/index.html
[1] https://actionnetwork.org/letters/tell-congress-pass-bidens-covid-relief-plan/
[1] https://www.axios.com/senate-relief-ron-johnson-schumer-e53be482-4483-4915-8774-5c7f157965a0.html
[1] https://nyti.ms/3qjfJdN
[1] https://www.nytimes.com/2021/03/04/opinion/coronavirus-masks.html
[1] https://morningconsult.com/2021/03/03/coronavirus-stimulus-voter-support-bipartisan/
[1] https://www.nytimes.com/2021/03/03/opinion/contributors/protect-against-coronavirus-variants.html?smid=tw-share

Top URLs in Tweet in G7:
[8] http://www.minci.gob.ve/coronavirus-covid-19/
[7] http://www.minci.gob.ve/the-coronavirus-prevention/
[5] https://bit.ly/3c5OG0x
[2] https://www.vtv.gob.ve/confio-pueblo-prevencion-ante-variante-coronavirus/
[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
[1] https://go.shr.lc/3edtoke
[1] https://go.shr.lc/37WuAo0
[1] https://bit.ly/3rg1fg1
[1] https://bit.ly/3c2bH4m

Top URLs in Tweet in G8:
[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 G9:
[1] https://www.worldometers.info/coronavirus/
[1] https://www.theguardian.com/society/2021/mar/04/unions-attack-pitiful-1-pay-rise-proposed-for-nhs-staff
[1] https://news.sky.com/video/coronavirus-i-shook-hands-with-everybody-11948548
[1] https://www.mirror.co.uk/news/uk-news/coronavirus-kills-uk-teenager-17-23595583
[1] https://twitter.com/Channel4News/status/1367088567751704577
[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/
[1] https://www.reuters.com/article/us-health-coronavirus-usa-vaccine-fauci-idUSKBN2AU08O

Top URLs in Tweet in G10:
[30] https://www.sun-sentinel.com/coronavirus/vaccines/fl-ne-spring-break-crowd-covid-20210305-xkzs2tppxnhznellmgtyhc5uve-story.html
[7] https://www.tcpalm.com/story/news/local/2021/03/04/coronavirus-florida-state-ranks-8th-least-safe-during-pandemic/6918466002/
[3] https://www.washingtonpost.com/politics/2021/03/04/while-senate-reads-coronavirus-relief-bill-nearly-1400-americans-may-die-virus/
[3] https://www.washingtonpost.com/politics/2021/03/02/texass-decision-lift-coronavirus-containment-efforts-comes-bizarre-moment/
[2] https://www.businessinsider.com/gorilla-troop-san-diego-zoo-vaccinated-against-coronavirus-2021-3
[2] https://apnews.com/article/pandemics-mario-draghi-italy-coronavirus-pandemic-d763a3e484cc74be866067a6adf16ced
[1] https://www.insider.com/critically-endangered-gorillas-test-positive-for-coronavirus-at-zoo-2021-1
[1] https://www.washingtonpost.com/investigations/simone-gold-capitol-riot-coronavirus/2021/01/12/d1d39e84-545f-11eb-a817-e5e7f8a406d6_story.html
[1] https://www.theguardian.com/world/2021/mar/01/cdc-chief-covid-us-coronavirus-cases-potential-fourth-surge
[1] https://www.nytimes.com/2021/03/04/opinion/coronavirus-masks.html?action=click&module=Opinion&pgtype=Homepage

Top Domains
Top Domains in Tweet in Entire Graph:
[161] bit.ly
[157] com.br
[137] nytimes.com
[119] reuters.com
[115] co.uk
[101] twitter.com
[70] washingtonpost.com
[69] apnews.com
[69] morningconsult.com
[65] gov.uk

Top Domains in Tweet in G1:
[42] nytimes.com
[32] twitter.com
[31] com.br
[29] bit.ly
[27] washingtonpost.com
[26] co.uk
[20] reuters.com
[19] com.ar
[17] ift.tt
[16] theguardian.com

Top Domains in Tweet in G2:
[2] nytimes.com
[2] cdc.gov
[2] kff.org
[2] nbcphiladelphia.com
[1] apnews.com
[1] forbes.com
[1] cnn.it

Top Domains in Tweet in G3:
[27] apnews.com
[9] texastribune.org
[7] bit.ly
[6] cnn.com
[6] washingtonpost.com
[5] cnn.it
[5] nytimes.com
[4] chron.com
[3] tagesspiegel.de
[2] themarshallproject.org

Top Domains in Tweet in G4:
[12] thehill.com
[12] nyti.ms
[9] nytimes.com
[8] bit.ly
[4] worldometers.info
[3] chicagotribune.com
[3] elpais.com
[3] corriere.it
[2] nationalreview.com
[2] co.uk

Top Domains in Tweet in G5:
[30] reuters.com
[26] vox.com
[7] trib.al
[2] reut.rs
[2] dw.com
[1] apnews.com
[1] rawstory.com
[1] bbc.in
[1] yahoo.com
[1] euronews.com

Top Domains in Tweet in G6:
[32] nytimes.com
[4] huffpost.com
[3] cnn.com
[1] actionnetwork.org
[1] axios.com
[1] nyti.ms
[1] morningconsult.com

Top Domains in Tweet in G7:
[17] gob.ve
[7] bit.ly
[4] mazo4f.com
[2] shr.lc

Top Domains in Tweet in G8:
[1] globo.com

Top Domains in Tweet in G9:
[2] twitter.com
[1] worldometers.info
[1] theguardian.com
[1] sky.com
[1] co.uk
[1] bylinetimes.com
[1] reuters.com

Top Domains in Tweet in G10:
[30] sun-sentinel.com
[7] tcpalm.com
[7] washingtonpost.com
[2] businessinsider.com
[2] apnews.com
[1] insider.com
[1] theguardian.com
[1] nytimes.com
[1] boston.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[765] coronavirus
[499] covid19
[60] covid
[45] covid_19
[38] corona
[30] spahn
[26] breaking
[25] vaccine
[24] covid19vaccine
[24] budget2021



Top Hashtags in Tweet in G1:
[169] coronavirus
[98] covid19
[14] corona
[11] covid
[10] news
[9] pandemia
[7] vaccine
[6] covid_19
[6] foxnews
[5] usa

Top Hashtags in Tweet in G2:
[3] covidrelief
[1] covid19
[1] govaxmaryland
[1] coronavirus

Top Hashtags in Tweet in G3:
[15] coronavirus
[6] txlege
[3] covid19
[3] txed
[3] hounews
[3] texas
[3] texasmaskmandate
[3] spahn
[3] impftempo
[3] corona

Top Hashtags in Tweet in G4:
[10] breaking
[10] jobsreport
[8] covid19
[5] update
[3] coronavirus
[2] europeanunion
[2] brexit
[2] borisjohnson
[2] italiens
[2] iran

Top Hashtags in Tweet in G5:
[1] demcast
[1] france
[1] icu
[1] covid19
[1] publicgatherings
[1] lockdown

Top Hashtags in Tweet in G6:
[1] americanrescueplan

Top Hashtags in Tweet in G7:
[18] prevenciã“n
[18] notimippci
[17] vacunaesperanzayvida
[15] publicacionesmippci
[14] flexibilizaciã³nresponsable
[13] covid_19
[7] fanb
[6] soberanã­aespoderpopular
[6] atenciã³n
[5] reforzarcontralacovid19

Top Hashtags in Tweet in G9:
[1] yourkidslivesdonotmattertotories
[1] pmqs

Top Hashtags in Tweet in G10:
[1] masspol
[1] vaccinateteachersnow

Top Words
Top Words in Tweet in Entire Graph:
[3731] coronavirus
[1435] covid
[931] 19
[762] vaccine
[762] #coronavirus
[595] biden
[592] johnson
[553] relief
[542] bill
[495] #covid19

Top Words in Tweet in G1:
[496] coronavirus
[207] covid
[168] #coronavirus
[152] 19
[118] vaccine
[98] #covid19
[60] march
[54] over
[53] pandemic
[51] johnson

Top Words in Tweet in G2:
[410] relief
[409] bill
[252] coronavirus
[196] billkristol
[194] senate
[174] covid
[169] senschumer
[168] before
[168] passes
[168] ask

Top Words in Tweet in G3:
[117] ap
[92] biden
[90] coronavirus
[58] americans
[50] johnson
[44] vaccine
[41] texas
[39] gov
[36] help
[35] merck

Top Words in Tweet in G4:
[58] coronavirus
[37] vaccine
[36] first
[32] nytimes
[24] 19
[22] covid
[18] dolly
[18] parton
[16] report
[15] year

Top Words in Tweet in G5:
[90] johnson
[71] coronavirus
[61] biden
[60] help
[58] merck
[37] vaccine
[34] announce
[33] breaking
[32] president
[32] expected

Top Words in Tweet in G6:
[101] coronavirus
[97] back
[95] joncoopertweets
[94] biden
[92] americans
[92] president
[92] 44
[92] republicans
[91] 70
[91] handling

Top Words in Tweet in G7:
[201] coronavirus
[111] mippcivzla
[110] medidas
[88] žð
[88] ˆð
[85] ª
[84] âœ
[61] œð
[61] žì
[56] persona

Top Words in Tweet in G8:
[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 G9:
[95] year
[75] ago
[75] today
[57] johnson
[50] coronavirus
[47] hospital
[42] œiâ
[41] boasted
[40] boris
[39] hands

Top Words in Tweet in G10:
[59] coronavirus
[47] covid
[41] biden
[34] dwuhlfelderlaw
[30] pandemic
[30] spring
[30] breakers
[30] storm
[30] fort
[30] lauderdale

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[886] covid,19
[481] relief,bill
[328] coronavirus,relief
[274] coronavirus,vaccine
[224] president,biden
[192] johnson,johnson
[190] ãƒ,ãƒ
[181] covid,relief
[172] before,senate
[171] senate,passes

Top Word Pairs in Tweet in G1:
[146] covid,19
[38] report,designed
[38] designed,released
[38] released,rebut
[38] rebut,criticism
[38] criticism,cuomo
[38] cuomo,over
[38] over,march
[38] march,25
[38] 25,directive

Top Word Pairs in Tweet in G2:
[409] relief,bill
[242] coronavirus,relief
[168] before,senate
[168] senate,passes
[168] passes,covid
[168] covid,relief
[168] bill,senschumer
[168] senschumer,ask
[168] ask,unanimous
[168] unanimous,consent

Top Word Pairs in Tweet in G3:
[32] gov,greg
[30] merck,help
[30] coronavirus,vaccine
[28] covid,19
[26] poll,shows
[25] ap,breaking
[25] joe,biden
[24] biden,enjoying
[24] honeymoon,60
[24] 60,americans

Top Word Pairs in Tweet in G4:
[19] covid,19
[18] dolly,parton
[13] donated,million
[13] last,year
[12] vaccine,vaccine
[11] melania,trump
[10] #breaking,economy
[10] economy,adds
[10] adds,379k
[10] 379k,jobs

Top Word Pairs in Tweet in G5:
[32] breaking,president
[32] president,biden
[32] biden,expected
[32] expected,announce
[32] announce,later
[32] later,today
[32] today,merck
[32] merck,partner
[32] partner,johnson
[32] johnson,johnson

Top Word Pairs in Tweet in G6:
[92] president,biden
[91] 70,americans
[91] americans,back
[91] response,including
[91] including,44
[91] 44,republicans
[90] fun,fact
[90] fact,70
[90] back,president
[90] biden,handling

Top Word Pairs in Tweet in G7:
[84] âœ,ª
[61] žð,œð
[61] œð,ˆð
[61] ˆð,žì
[61] mippcivzla,žð
[57] žì,âœ
[46] covid,19
[42] coronavirus,covid
[38] importante,tener
[38] tener,cuenta

Top Word Pairs in Tweet in G8:
[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 G9:
[75] year,ago
[75] ago,today
[40] boris,johnson
[36] today,finally
[36] finally,attending
[36] attending,cobra
[36] cobra,being
[36] being,warned
[36] warned,seriousness
[36] seriousness,virus

Top Word Pairs in Tweet in G10:
[30] spring,breakers
[30] breakers,storm
[30] storm,fort
[30] fort,lauderdale
[30] lauderdale,covid
[28] dwuhlfelderlaw,spring
[22] biden,competently
[22] competently,tackles
[22] tackles,pandemic
[22] pandemic,texas

Top Replied-To
Top Replied-To in Entire Graph:
@gregabbott_tx
@kylegriffin1
@irishtimes
@antonlosada
@instablog9ja
@senronjohnson
@leirianelemos
@marcelofreixo
@leandroruschel

Top Replied-To in G1:

Top Replied-To in G2:
@jstev1029

Top Replied-To in G3:
@gregabbott_tx
@kylegriffin1
@texastribune
@billkristol
@mkraju
@mkgdg
@changeagentdc
@govabbott
@cbsthismorning
@katiephang

Top Replied-To in G4:
@popcrave
@sooperfly88
@magicsfamily
@kincsi_chris
@rein91den
@oren_cass

Top Replied-To in G7:
@nicolasmaduro

Top Replied-To in G9:
@gfd101

Top Replied-To in G10:
@b_fung
@bledwine

Top Mentioned
Top Mentioned in Entire Graph:
@billkristol
@senschumer
@stephenking
@mippcivzla
@joncoopertweets
@labylon
@ap
@kaivanshroff
@whcos
@jsolomonreports

Top Mentioned in G1:
@sportrendyblogs
@mentirassombras
@josecardenas1
@nacioncl
@trekkerteach12
@minutocerodepo1
@pairsonnalites

Top Mentioned in G2:
@billkristol
@senschumer
@stephenking
@kaivanshroff
@andrewsolender
@joncoopertweets
@femaregion3
@politvidchannel
@kff
@fema

Top Mentioned in G3:
@ap
@texastribune
@cnn
@kylegriffin1
@joebiden
@gregabbott_tx
@zekejmiller
@govabbott
@matthill46
@jeffzients

Top Mentioned in G4:
@nytimes
@drericding
@thehill
@el_pais
@popcrave
@nro
@chicagotribune
@afp
@wsj
@elcancillercom

Top Mentioned in G5:
@jimsciutto
@reuters
@jonlemire
@mollyjongfast
@thedemocrats
@bbcnews
@sayshummingbird
@212to502
@dwnews

Top Mentioned in G6:
@joncoopertweets
@paulkrugman
@huffpost
@vp
@thedemcoalition
@abraarkaran
@ap
@nytopinion
@dhruvkhullar
@keelhunt

Top Mentioned in G7:
@mippcivzla
@nicolasmaduro
@vtvcanal8
@maestratuitera
@partidopsuv
@prensafanb
@conelmazodando
@gnbgdjuvenal
@telesurtv
@oavalenciaivss

Top Mentioned in G8:
@labylon
@thiamparo

Top Mentioned in G9:
@aiannucci
@borisjohnson
@doctor_oxford
@davidlammy
@michaelrosenyes
@jimmfelton
@dminghella
@keir_starmer
@peterjukes
@justsaynope

Top Mentioned in G10:
@dwuhlfelderlaw
@johncollins_kp
@atrupar
@coloradodavidsu
@sciinsider
@sandiegozoo
@pbump
@b_fung
@massgovernor
@billkristol

Top Tweeters
Top Tweeters in Entire Graph:
@elnacionalweb
@caraotadigital
@la_patilla
@infoitsport
@infoitinterno
@tomthunkitsmind
@contrapuntovzla
@paoloigna1
@pairsonnalites
@ecodaren

Top Tweeters in G1:
@infoitsport
@infoitinterno
@contrapuntovzla
@paoloigna1
@pairsonnalites
@girainformativa
@proenlace
@poandpo
@venezuelaaldia
@globalissuesweb

Top Tweeters in G2:
@tomthunkitsmind
@cagney1991
@joekoffee
@thuglifesocial
@dc4hope
@raisinaseries
@nitenitemelissa
@mercenarygraphi
@winetast3r
@lbpyyz

Top Tweeters in G3:
@argojournal
@billieo2
@maryalicebisho2
@ghofmar
@msochubbard
@kimpy123
@dunaisiaka
@wittatwitta
@jetballin
@jjohnsonlaw

Top Tweeters in G4:
@chrisbrey1
@daily_express
@thehill
@pradopecci
@alitapaz
@el_pais
@edavid57edavid
@m_mrezamm
@corriere
@jtlol

Top Tweeters in G5:
@mattmurph24
@manmet80
@aepishere
@moreandagain
@reuters
@njdoc
@pushandpulljlm
@beckyrae12345
@mauraleelang
@eigensinn83

Top Tweeters in G6:
@jrbkjrbk
@huffpost
@bmlewis2
@stfuimtweetn0_o
@annie5133
@natalie91231732
@removegopnow
@6nsinvt
@docjanicel
@sundene

Top Tweeters in G7:
@conelmazodando
@telesurtv
@vtvcanal8
@amelia74698445
@nanciparra1
@partidopsuv
@desibarillas
@luibustilloso
@crispulorb
@nellypsuvya

Top Tweeters in G8:
@jikoobin
@rockyourbodyjt
@skarsgardwchst
@itsadeathwish
@crfsempre2
@mathmiranda
@memoriezflash
@highken4
@labylon
@eitabella

Top Tweeters in G9:
@curiocat13
@sheronwilkie
@michaelrosenyes
@mrsmlh
@mauriceg88
@peterjukes
@h2ofizz
@mikefealey
@nitawhite1
@merman1974

Top Tweeters in G10:
@cindycrum
@marilyncapps
@ncfarmer321
@bob_levitt
@now_justice
@darmagirl24
@binjured
@titijojo
@mathers_georgia
@guthriedavis


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