COVID, Twitter, 1/14/2021 1:18:01 PM, 245591


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COVID_2021-01-14_02-34-13.xlsx
COVID_2021-01-14_02-34-13.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
January 14, 2021
Short Description:
COVID via NodeXL https://bit.ly/3oIP361
@repjayapal
@sarasidnercnn
@juliahb1
@sam_btt
@fieact1
@bbcnews
@matthancock
@tilltheendofet1
@newday
@davidrobjant

Top hashtags:
#covid19
#covid
#11ene
#flexibilizaciónsegura
#covid_19
#coronavirus
#17ene
#covid_19mx
#edoméx

Description:
Description
The graph represents a network of 12,329 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, 14 January 2021 at 10:56 UTC.

The requested start date was Thursday, 14 January 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, 0-minute period from Monday, 11 January 2021 at 13:46 UTC to Wednesday, 13 January 2021 at 13:47 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 : 12329
Unique Edges : 7361
Edges With Duplicates : 11442
Total Edges : 18803
Number of Edge Types : 5
Retweet : 5269
MentionsInRetweet : 6274
Tweet : 3697
Replies to : 952
Mentions : 2611
Self-Loops : 3732
Reciprocated Vertex Pair Ratio : 0.00602027883396705
Reciprocated Edge Ratio : 0.0119685039370079
Connected Components : 4093
Single-Vertex Connected Components : 1116
Maximum Vertices in a Connected Component : 906
Maximum Edges in a Connected Component : 1763
Maximum Geodesic Distance (Diameter) : 39
Average Geodesic Distance : 10.25058
Graph Density : 6.26678082712717E-05
Modularity : 0.589187
NodeXL Version : 1.0.1.442
Data Import : The graph represents a network of 12,329 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, 14 January 2021 at 10:56 UTC.

The requested start date was Thursday, 14 January 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, 0-minute period from Monday, 11 January 2021 at 13:46 UTC to Wednesday, 13 January 2021 at 13:47 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:
[16] https://twitter.com/james_benedetto/status/1348860386930552833
[14] https://www.thecut.com/2021/01/rep-jayapal-tests-positive-for-covid-after-capitol-riots.html
[9] https://www.washingtonpost.com/opinions/2021/01/12/bonnie-watson-coleman-covid-republicans-masks/
[7] https://probabilityandlaw.blogspot.com/search/label/COVID?m=1
[7] https://uol.page.link/t2rtK
[6] https://www.buzzfeed.com/jp/naokoiwanaga/covid-19-nishiura-20210113?utm_source=dynamic&utm_campaign=bfsharetwitter
[6] https://elpais.com/sociedad/2021-01-12/el-presentador-de-tv-seguidor-de-bolsonaro-que-menosprecio-la-pandemia-y-murio-de-la-covid.html?ssm=TW_CC
[6] https://mazo4f.com/rodriguez-titulares-de-nyt-afp-y-ap-quedaron-frios-ante-el-control-del-covid-19-en-venezuela
[6] https://twitter.com/repjayapal/status/1348871117407203328
[6] https://www.dailymail.co.uk/news/article-9133037/Year-Covid-19-death-Wuhan-basks-recovery.html?ito=social-twitter_mailonline

Top URLs in Tweet in G1:
[4] https://twitter.com/james_benedetto/status/1348860386930552833
[3] https://canaln.pe/actualidad/ica-sala-apelaciones-afirma-que-bill-gates-soros-y-rockefeller-crearon-covid-19-n429863?utm_source=dlvr.it&utm_medium=twitter
[3] https://www.instagram.com/accounts/login/
[3] https://www1.folha.uol.com.br/colunas/painel/2021/01/ministerio-da-saude-pressiona-manaus-e-diz-ser-inadmissivel-nao-usar-cloroquina-contra-covid-19.shtml?utm_source=twitter&utm_medium=social&utm_campaign=comptw
[2] https://www.bloomberg.com/tosv2.html?vid=&uuid=7e12a470-3867-11eb-bd6d-4f7055add3f9&url=L2dyYXBoaWNzL2NvdmlkLXZhY2NpbmUtdHJhY2tlci1nbG9iYWwtZGlzdHJpYnV0aW9uLw==
[2] https://www.agriorbit.com/ivermektien-veilig-vir-dier-en-mens/
[2] https://www.mingjingnews.com/article/242687?utm_source=dlvr.it&utm_medium=twitter
[2] https://twitter.com/barstoolsports/status/1348865627038093313
[2] https://www1.folha.uol.com.br/colunas/painel/2021/01/ministerio-da-saude-pressiona-manaus-e-diz-ser-inadmissivel-nao-usar-cloroquina-contra-covid-19.shtml
[2] https://www.cnbc.com/2021/01/12/covid-vaccine-trump-administration-to-expand-eligibility-to-everyone-65-and-older.html

Top URLs in Tweet in G2:
[2] https://jayapal.house.gov/2021/01/11/covid-test/
[2] https://www.reuters.com/article/us-health-coronavirus-novavax-executives/novavax-bosses-cash-out-for-46-million-with-covid-19-vaccine-trials-still-under-way-idUSKBN29G1A2
[2] https://twitter.com/i/events/1348888176744546307
[2] https://twitter.com/repjayapal/status/1348871117407203328
[2] https://www.washingtonpost.com/nation/2021/01/12/jayapal-positive-covid-capitol-riots/
[1] https://twitter.com/ayannapressley/status/1349047072977252358
[1] https://on.msnbc.com/2XBfq1T
[1] https://www.nbcnews.com/news/asian-america/rep-jayapal-after-covid-diagnosis-mob-gop-was-selfish-fueled-n1253992
[1] https://www.washingtonpost.com/opinions/2021/01/12/bonnie-watson-coleman-covid-republicans-masks/?tid=ss_tw
[1] https://www.climatedepot.com/2020/12/21/analysis-mask-mandates-worthless-may-increase-covid-cases-with-mask-mandates-in-place-states-say-10-more-cases-per-100k-population/

Top URLs in Tweet in G3:
[6] https://mazo4f.com/rodriguez-titulares-de-nyt-afp-y-ap-quedaron-frios-ante-el-control-del-covid-19-en-venezuela
[5] http://www.minci.gob.ve/coronavirus-covid-19/
[5] http://www.minci.gob.ve/alba-debe-perfeccionar-los-tratamientos-para-combatir-el-covid-19/
[3] https://www.pscp.tv/w/1OwGWVpAQoWKQ
[3] https://www.vtv.gob.ve/romulo-otero-dio-positivo-por-covid-19/
[3] https://www.vtv.gob.ve/covid-19-dia-301-casos-10012021/
[3] https://www.vtv.gob.ve/gobierno-evalua-modalidad-presencial-parcial-escuelas/
[2] https://www.vtv.gob.ve/comision-presidencial-refuerzo-bioseguridad-covid-venezuela/
[2] https://www.vtv.gob.ve/ejecutivo-instruye-llevar-nuevamente-al-maximo-nivel-las-brigadas-medicas-para-atender-la-covid-19/
[2] https://www.vtv.gob.ve/covid-19-dia-303-casos-1201202/

Top URLs in Tweet in G4:
[1] https://www.meitystartuphub.in/
[1] https://www.pscp.tv/w/csrc1jFZTEVKTlh4RG5ORU58MWpNS2dwbnFZV3dHTIkyvrep6IZUi3PIMu2jlHkMS94JEiGayM2SnzboyIui
[1] https://bwfworldtour.bwfbadminton.com/news-single/2021/01/12/update-on-positive-covid-19-cases-at-asian-leg-of-hsbc-bwf-world-tour/
[1] https://www.pscp.tv/w/csreazFxTGpHSllWTmxXS0p8MWpNS2dwbnFvemJHTOU7RR6fhgTzDCrB-vAS-HxQosmk1ZSMIz5BZZa5Mwyo
[1] http://toi.in/micron/redirect.html?str=-zbHYa97/a24gk
[1] https://www.pscp.tv/w/csrfLjF4ZUVXeFpSVndWUVB8MWxQSnFYem5xTlpHYmrk--XQk4BoRNpMeK1UP0tWgbEg6TsxEFSowMUqOFhi

Top URLs in Tweet in G5:
[2] https://youtu.be/Hhat2vJ5PV4
[2] https://www.theguardian.com/commentisfree/2021/jan/12/overwhelmed-nhs-covid-britain-hospitals
[2] https://www.japantimes.co.jp/news/2021/01/07/national/tokyo-2000-coronavirus-cases/
[2] https://trib.al/j67n4W1
[1] https://youtu.be/YTM6o-okhTw
[1] https://youtu.be/gp2E6coBREc
[1] https://bit.ly/39qGtmf
[1] https://twitter.com/hsjeditor/status/1349266493566029828
[1] https://leftlockdownsceptics.com/f/our-analysis-of-lockdown-and-covid-fascism
[1] https://bbc.in/2XycYJK

Top URLs in Tweet in G6:
[2] https://www.youtube.com/watch?v=DN68l7HZuKE&feature=youtu.be

[2] https://www.cnn.com/2020/12/16/us/katalin-kariko-covid-19-vaccine-scientist-trnd/index.html
[1] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flancet%2Farticle%2FPIIS0140-6736%2820%2932656-8%2Ffulltext&rc=0
[1] https://cnn.it/2K69hYm
[1] https://cnn.it/35uwaMG
[1] https://cnn.it/3i41zL3
[1] https://trib.al/AYyq7j7
[1] https://cnn.it/3nG8mvE
[1] https://cnn.it/3sipb3h
[1] https://bbc.in/2N14qcc

Top URLs in Tweet in G7:
[3] https://metro.co.uk/2021/01/13/woman-who-caught-covid-on-new-years-eve-recovers-by-106th-birthday-13895398/?ito=socialmetrouktwitter
[2] https://gov.uk/
[2] https://www.theguardian.com/global/2021/jan/11/construction-sites-are-aiding-spread-of-covid
[2] http://www.msn.com/en-gb/news/uknews/unions-call-nurseries-to-close-in-battle-to-stop-covid-cases-soaring/ar-BB1cFtb1?ocid=st
[1] https://www.theguardian.com/commentisfree/2021/jan/12/when-should-uk-schools-reopen-safe-covid
[1] https://twitter.com/Covid19Critical/status/1349341927183962112?s=19
[1] https://twitter.com/icklepickle/status/1348985270130122755
[1] https://www.express.co.uk/finance/personalfinance/1380822/universal-credit-council-tax-reduction-rules-citizens-advice
[1] https://twitter.com/peachypuk/status/1348987369765167106
[1] https://metro.co.uk/2021/01/12/covid-uk-click-and-collect-could-be-banned-except-in-supermarkets-13888568/?ito=article.desktop.share.top.twitter

Top URLs in Tweet in G8:
[4] https://www.cbsnews.com/news/covid-19-vaccine-uk-mass-vaccination-race-against-cornoavirus-variant/?ftag=CNM-00-10aab7e&linkId=108954722
[4] https://www.cnbc.com/2021/01/12/covid-vaccine-trump-administration-to-expand-eligibility-to-everyone-65-and-older.html?utm_term=Autofeed&utm_medium=Social&utm_content=Main&utm_source=Twitter#Echobox=1610459152
[2] https://www.cnbc.com/2021/01/11/johnson-johnson-covid-vaccine-analysts-are-cautiously-optimistic.html?utm_term=Autofeed&utm_medium=Social&utm_content=Main&utm_source=Twitter#Echobox=1610352631
[2] https://www.cnbc.com/2021/01/12/as-covid-cases-rise-colleges-scrap-plans-to-reopen-for-the-spring.html?utm_term=Autofeed&utm_medium=Social&utm_content=Main&utm_source=Twitter#Echobox=1610458344
[1] https://abcn.ws/2XzVdJW
[1] https://twitter.com/Cleavon_MD/status/1348194355912208384
[1] https://cbsn.ws/2XEBw3r
[1] https://www-cbsnews-com.cdn.ampproject.org/v/s/www.cbsnews.com/amp/news/brad-schneider-pramila-jayapal-bonnie-watson-coleman-covid-19-capitol-riots/?amp_js_v=a6&_gsa=1&usqp=mq331AQHKAFQArABIA%3D%3D#aoh=16105451068746&referrer=https%3A%2F%2Fwww.google.com&_tf=From%20%251%24s&share=https%3A%2F%2Fwww.cbsnews.com%2Fnews%2Fbrad-schneider-pramila-jayapal-bonnie-watson-coleman-covid-19-capitol-riots%2F
[1] https://twitter.com/14thstreetblues/status/1348872480853798913
[1] https://cnb.cx/38BTB8U

Top URLs in Tweet in G9:
[3] https://www.theguardian.com/commentisfree/2021/jan/12/overwhelmed-nhs-covid-britain-hospitals
[3] http://www.thepresidency.gov.za/newsletters/president-ramaphosa-address-nation-developments-sa%E2%80%99s-covid-19-response-0#overlay=batch?op=start&id=8791
[2] https://www.theguardian.com/commentisfree/2021/jan/12/overwhelmed-nhs-covid-britain-hospitals?CMP=Share_AndroidApp_Other
[2] https://ewn.co.za/2021/01/13/questions-raised-as-kzn-active-covid-19-cases-drop-by-over-27-000?utm_source=dlvr.it&utm_medium=twitter
[2] https://www.who.int/news-room/spotlight/a-year-without-precedent-who-s-covid-19-response/
[1] https://www.theguardian.com/world/2020/dec/29/who-warns-covid-19-pandemic-is-not-necessarily-the-big-one
[1] https://twitter.com/lewis_goodall/status/1349263993278521344
[1] https://ewn.co.za/2021/01/13/we-want-to-save-lives-dlamini-zuma-defends-govt-s-response-to-covid?utm_source=dlvr.it&utm_medium=twitter
[1] https://www.telegraph.co.uk/global-health/science-and-disease/calls-new-names-covid-variants-avoid-country-stigma/
[1] https://www.theguardian.com/commentisfree/2021/jan/13/scary-covid-leaders-no-plan-to-control-pandemic-cycle

Top URLs in Tweet in G10:
[1] https://www.pan.senado.gob.mx/2021/01/los-recursos-publicos-deben-ser-para-salud-y-no-para-un-estadio-de-beisbol-lopez-rabadan/
[1] https://www.eluniversal.com.mx/nacion/inhumano-pagar-obras-de-estadio-de-beisbol-cuando-falta-apoyo-enfermos-de-covid-kenia-lopez
[1] https://lasillarota.com/metropoli/dos-mil-empleados-del-hospital-general-regional-72-exigen-vacuna-contra-covid/473870
[1] https://www.change.org/p/ssalud-mx-gobiernomx-cofepris-comercializaci%C3%B3n-de-la-vacuna-covid-19?recruiter=1075557564&utm_source=share_petition&utm_medium=twitter&utm_campaign=psf_combo_share_initial&utm_term=8494d8407c504a32be4e01844cfa095f&recruited_by_id=624847d0-7ddd-11ea-8eac-a12e9b8dfbbf
[1] https://contralacorrupcion.mx/denuncian-nepotismo-en-hospital-de-cdmx-por-caso-covid/
[1] https://www.forbes.com.mx/nueva-cepa-de-covid-en-mexico-esto-es-lo-que-sabemos/
[1] https://twitter.com/notimxm/status/1263976388148604928
[1] https://bit.ly/3nJlu3f

Top Domains
Top Domains in Tweet in Entire Graph:
[351] twitter.com
[130] co.uk
[92] com.br
[54] bit.ly
[53] theguardian.com
[31] cbc.ca
[31] gob.ve
[31] youtube.com
[30] com.mx
[25] reuters.com

Top Domains in Tweet in G1:
[115] twitter.com
[29] co.uk
[23] com.br
[12] theguardian.com
[9] com.ar
[9] blogspot.com
[8] com.mx
[6] facebook.com
[6] cnn.com
[6] instagram.com

Top Domains in Tweet in G2:
[9] twitter.com
[3] washingtonpost.com
[2] house.gov
[2] climatedepot.com
[2] reuters.com
[1] msnbc.com
[1] nbcnews.com
[1] cornell.edu
[1] nytimes.com
[1] cnn.com

Top Domains in Tweet in G3:
[31] gob.ve
[14] mazo4f.com
[5] pscp.tv
[4] twitter.com
[3] bit.ly
[3] bitly.ws
[2] youtube.com
[2] org.ve
[1] cgtn.com

Top Domains in Tweet in G4:
[3] pscp.tv
[1] meitystartuphub.in
[1] bwfbadminton.com
[1] toi.in

Top Domains in Tweet in G5:
[4] youtu.be
[2] theguardian.com
[2] co.jp
[2] twitter.com
[2] trib.al
[1] bit.ly
[1] leftlockdownsceptics.com
[1] bbc.in
[1] conservativehome.com
[1] itv.com

Top Domains in Tweet in G6:
[5] cnn.it
[4] youtube.com
[4] cnn.com
[1] elsevierhealth.com
[1] trib.al
[1] bbc.in
[1] khn.org
[1] thecut.com
[1] nypost.com
[1] jackiecassell.com

Top Domains in Tweet in G7:
[5] co.uk
[5] twitter.com
[3] theguardian.com
[2] gov.uk
[2] msn.com

Top Domains in Tweet in G8:
[8] cnbc.com
[4] cbsnews.com
[2] twitter.com
[1] abcn.ws
[1] cbsn.ws
[1] ampproject.org
[1] cnb.cx
[1] cnn.it
[1] gov.uk

Top Domains in Tweet in G9:
[10] theguardian.com
[3] co.za
[3] who.int
[3] gov.za
[1] twitter.com
[1] co.uk
[1] oup.com
[1] apnews.com

Top Domains in Tweet in G10:
[2] com.mx
[1] gob.mx
[1] lasillarota.com
[1] change.org
[1] contralacorrupcion.mx
[1] twitter.com
[1] bit.ly

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[279] covid19
[274] covid
[147] 11ene
[136] flexibilizaciónsegura
[84] covid_19
[52] coronavirus
[42] 17ene
[36] covid_19mx
[28] edoméx
[19] 12ene



Top Hashtags in Tweet in G1:
[48] covid19
[31] covid
[13] coronavirus
[13] covid_19
[5] corona
[4] pandemic
[4] news
[4] ansa
[3] lockdown
[3] covid_19mx

Top Hashtags in Tweet in G2:
[1] covid
[1] onev1

Top Hashtags in Tweet in G3:
[100] 11ene
[93] flexibilizaciónsegura
[29] 17ene
[12] envivo
[11] enunidadpatriótica
[9] mensajeanual
[8] envideo
[8] combatealcovid19
[8] elesequiboesdevenezuela
[6] lodijo

Top Hashtags in Tweet in G4:
[10] indiafightscorona
[8] covid
[4] onlineexamsfor9thand11th
[2] pahlejaanfirgyan
[2] anuragtyagiclasses
[2] wewantjustice
[2] unite2fightcorona
[2] covidvaccine
[2] northeast
[2] guwahati

Top Hashtags in Tweet in G5:
[6] covid19uk
[1] covidmarshal
[1] coviduk
[1] sarscov2
[1] lockdown2
[1] kbf
[1] lockdown
[1] covid

Top Hashtags in Tweet in G6:
[10] covid19
[3] covid
[2] cnn
[2] sarasidner
[2] maskup
[2] supporttoisolate
[2] essentialworkers
[2] losangeles
[1] raise
[1] ca

Top Hashtags in Tweet in G7:
[3] pmqs
[3] covid19
[3] 50swomen
[2] tigray
[2] nurseries
[2] backto60
[1] journorequest
[1] tigraygenocide
[1] blm
[1] uklockdown

Top Hashtags in Tweet in G8:
[6] dv2021
[4] dv2020
[3] بريطانيا
[3] البرتغال
[3] كورونا
[3] الإنفوجرافيك
[2] familyvisa
[2] noban
[2] unitedkingdom
[1] noban_on_immigration

Top Hashtags in Tweet in G9:
[3] covid19
[2] everybreathcounts
[1] pmqs
[1] actogether
[1] investinoxygen
[1] ppeforall
[1] tigraygenocide
[1] r2ptigray
[1] blm

Top Hashtags in Tweet in G10:
[2] covid19
[2] covid_19
[2] enlamañanera
[2] metrópoli
[2] mañanera
[2] urgente
[1] rb
[1] lamañanera
[1] lopezenfermomental
[1] méxico

Top Words
Top Words in Tweet in Entire Graph:
[8321] covid
[3751] 19
[719] vaccine
[559] contra
[548] people
[443] more
[421] positive
[368] test
[361] being
[291] capitol

Top Words in Tweet in G1:
[1038] covid
[467] 19
[80] vaccine
[57] people
[48] #covid19
[41] casos
[38] cases
[34] contra
[33] more
[31] health

Top Words in Tweet in G2:
[245] covid
[204] repjayapal
[195] capitol
[185] being
[175] 19
[173] positive
[170] locked
[170] down
[168] result
[165] room

Top Words in Tweet in G3:
[228] covid
[223] 19
[126] contra
[103] venezuela
[96] #11ene
[93] #flexibilizaciónsegura
[77] batalla
[74] día
[73] mippcivzla
[71] nicolasmaduro

Top Words in Tweet in G4:
[74] covid
[32] vaccine
[32] 19
[27] क
[24] narendramodi
[21] र
[16] त
[15] pm
[15] র
[14] take

Top Words in Tweet in G5:
[158] covid
[104] 19
[49] far
[49] deaths
[46] drdavidsamadi
[45] more
[45] media
[44] seem
[43] recoveries
[43] common

Top Words in Tweet in G6:
[90] covid
[61] 19
[43] sarasidnercnn
[36] cnn
[21] reporting
[18] thank
[16] people
[14] families
[14] white
[14] house

Top Words in Tweet in G7:
[76] covid
[21] borisjohnson
[21] winter
[20] uk
[20] flu
[18] people
[17] week
[16] last
[15] health
[14] back

Top Words in Tweet in G8:
[58] covid
[28] 19
[22] joebiden
[20] dose
[14] workers
[13] vaccine
[12] first
[11] folks
[11] safe
[11] quick

Top Words in Tweet in G9:
[49] covid
[41] president
[29] 19
[29] response
[27] address
[25] nation
[24] developments
[21] cyrilramaphosa
[21] ramaphosa
[21] sa

Top Words in Tweet in G10:
[45] covid
[20] hospital
[18] 19
[16] lopezobrador_
[11] méxico
[10] hlgatell
[10] vacunas
[8] muertes
[8] contra
[8] vacuna

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[3596] covid,19
[475] contra,covid
[309] positive,covid
[233] 19,vaccine
[178] 19,test
[177] locked,down
[175] being,locked
[173] result,being
[170] covid,vaccine
[158] received,positive

Top Word Pairs in Tweet in G1:
[459] covid,19
[30] contra,covid
[28] covid,vaccine
[24] 19,vaccine
[24] casos,covid
[15] positive,covid
[12] 19,pandemic
[12] covid,test
[12] vaksin,covid
[11] covid,cases

Top Word Pairs in Tweet in G2:
[175] covid,19
[170] being,locked
[170] locked,down
[168] result,being
[165] positive,covid
[152] received,positive
[152] 19,test
[152] test,result
[152] down,secured
[152] secured,room

Top Word Pairs in Tweet in G3:
[221] covid,19
[125] contra,covid
[73] batalla,contra
[68] dando,batalla
[60] #flexibilizaciónsegura,venezuela
[58] venezuela,continúa
[58] continúa,dando
[53] etiqueta,día
[52] día,#flexibilizaciónsegura
[44] #11ene,etiqueta

Top Word Pairs in Tweet in G4:
[29] covid,19
[10] covid,vaccine
[10] class,9th
[10] 9th,11th
[10] 19,vaccine
[9] take,responsibility
[8] responsibility,class
[8] 11th,students
[8] students,infected
[8] infected,covid

Top Word Pairs in Tweet in G5:
[104] covid,19
[43] 19,recoveries
[43] recoveries,far
[43] far,more
[43] more,common
[43] common,covid
[43] 19,deaths
[43] deaths,media
[43] media,makes
[43] makes,seem

Top Word Pairs in Tweet in G6:
[61] covid,19
[14] white,house
[9] sarasidnercnn,annamajacnn
[8] 000,people
[8] people,world
[8] world,speak
[8] speak,cherokee
[8] cherokee,language
[8] language,fluently
[8] fluently,covid

Top Word Pairs in Tweet in G7:
[12] covid,19
[11] biggest,mistake
[11] mistake,uk
[11] uk,made
[11] made,continues
[11] continues,make
[11] make,seeing
[11] seeing,covid
[11] covid,flu
[11] flu,become

Top Word Pairs in Tweet in G8:
[28] covid,19
[10] folks,received
[10] received,second
[10] second,dose
[10] dose,covid
[10] 19,vaccine
[10] vaccine,first
[10] first,dose
[10] dose,safe
[10] safe,quick

Top Word Pairs in Tweet in G9:
[29] covid,19
[24] address,nation
[21] president,ramaphosa
[21] ramaphosa,address
[21] nation,developments
[21] developments,sa
[21] sa,covid
[21] 19,response
[18] response,president
[18] president,cyrilramaphosa

Top Word Pairs in Tweet in G10:
[18] covid,19
[8] contra,covid
[6] nueva,cepa
[6] cepa,covid
[5] vacunas,contra
[5] mensaje,mandó
[5] mandó,prima
[5] prima,doctora
[5] doctora,trabaja
[5] trabaja,hospital

Top Replied-To
Top Replied-To in Entire Graph:
@sarasidnercnn
@mippcivzla
@breaking911
@joebiden
@borisjohnson
@rodrigomaia
@jamesmelville
@repjayapal
@cnn
@barstoolsports

Top Replied-To in G2:
@breaking911
@repjayapal
@cbsthismorning
@bonnienorthgp
@thelastword
@bostonmichele
@phyllisodi
@bensiegel
@billpascrell

Top Replied-To in G3:
@mippcivzla

Top Replied-To in G4:
@incometaxindia
@michaelaimerpa1
@sodhigeet
@avinashp9dr
@vpa2021
@donaldducket
@nidhiindiatv

Top Replied-To in G5:
@drdavidsamadi
@kurtsailorman
@juliahb1
@neildotobrien
@guyaevans1
@clarkemicah
@mlindesay
@tihanygirl
@outofleftfield9
@csanders578

Top Replied-To in G6:
@sarasidnercnn
@cnn
@doctormacias
@10downingstreet
@drericding

Top Replied-To in G7:
@borisjohnson
@rachaelmaskell
@greatalexandor
@suzanneevans1
@morrison310
@jeremy_hunt
@dcoffey09
@callymac
@davidlammy
@kevriches2

Top Replied-To in G8:
@joebiden
@joncoopertweets
@cbsnews
@grantnoland
@drtomfrieden

Top Replied-To in G9:
@presidencyza
@ewnupdates
@abramjee
@drzwelimkhize
@novicus
@derek_hanekom
@rodent950
@viralpatel_sa

Top Replied-To in G10:
@mxvscorrupcion
@ssalud_mx
@reforma
@lopezobrador_
@daddynoroa123
@latigre030

Top Mentioned
Top Mentioned in Entire Graph:
@repjayapal
@nicolasmaduro
@mippcivzla
@syntaxplus
@drdavidsamadi
@okinafitto
@rizzyutd
@vtvcanal8
@alvaradoc_salud
@minsaludve

Top Mentioned in G1:
@asdrubal1963
@david_j_bond
@shirley92610798
@mingjingnews
@yokeshk13
@ospapin
@propertyaspects
@lamlibs
@marfrakan

Top Mentioned in G2:
@repjayapal
@repbonnie
@kohenari
@lawrence
@allisonmpreiss
@repkatieporter
@thelastword
@jakesherman
@breaking911
@kylaintheburgh

Top Mentioned in G3:
@nicolasmaduro
@mippcivzla
@vtvcanal8
@alvaradoc_salud
@minsaludve
@cancilleriave
@embsergio
@indiavenezuela
@ros_rodriguez_
@hectorsilvavzla

Top Mentioned in G4:
@narendramodi
@bjp4india
@pmoindia
@theanuragtyagi
@amitshah
@nsitharaman
@nsaina
@mohfw_india
@mygovindia
@nidhiindiatv

Top Mentioned in G5:
@drdavidsamadi
@juliahb1
@talkradio
@bbcnews
@scott180142
@iromg
@clarkemicah
@t4recovery
@dpjhodges
@iandunt

Top Mentioned in G6:
@cnn
@sarasidnercnn
@doctormacias
@drericding
@annamajacnn
@youtube
@kkariko
@itvmeridian
@bbcworld
@pritipatel

Top Mentioned in G7:
@borisjohnson
@devisridhar
@piersmorgan
@drrosena
@matthancock
@gmb
@marcusrashford
@cmo_england
@swainitv
@metrouk

Top Mentioned in G8:
@joebiden
@speakerpelosi
@cbsnews
@cnbc
@drtomfrieden
@kamalaharris
@fbi
@travelgov
@senkamalaharris
@alexpadilla4ca

Top Mentioned in G9:
@cyrilramaphosa
@presidencyza
@gabrielscally
@who
@chrischirp
@secpompeo
@ewnupdates
@drzwelimkhize
@georgemonbiot
@jeremyfarrar

Top Mentioned in G10:
@lopezobrador_
@hlgatell
@ssalud_mx
@jesusrcuevas
@rioscorona222
@floridofuego
@reforma
@sedenamx
@mxvscorrupcion
@gobiernomx

Top Tweeters
Top Tweeters in Entire Graph:
@elnacionalweb
@caraotadigital
@amazonhelp
@la_patilla
@zazoomblog
@geonews_urdu
@infoitinterno
@jornalistavitor
@filafresh
@sectest9

Top Tweeters in G1:
@elnacionalweb
@zazoomblog
@infoitinterno
@dolartoday
@kompascom
@laredrevela
@pairsonnalites
@pugiliststeve
@enteremonos
@informe21

Top Tweeters in G2:
@mauraleelang
@kat223
@thecorollary
@thinkkimthink
@feinberg_linda
@lustclouds
@muvaxxtei
@politibunny
@1401bonniek
@teawithray

Top Tweeters in G3:
@conelmazodando
@vtvcanal8
@hoyelidenuncio
@amelia74698445
@partidopsuv
@rnvinformativa
@lilidiaz8
@durazno1460
@quiskillosa
@desibarillas

Top Tweeters in G4:
@indiatoday
@ndtv
@timesofindia
@timesnow
@indiatvnews
@zeenews
@pib_india
@manavnautiya
@bjp4india
@cnbctv18news

Top Tweeters in G5:
@bbcnews
@petuniasforever
@rdtbook
@iromg
@itvnews
@domdyer70
@erikschouweile2
@dpjhodges
@clarkemicah
@iandunt

Top Tweeters in G6:
@dc4hope
@cnn
@zulaqi
@bbcworld
@fizapathan
@rhonda_
@stormybluepup
@jemelehill
@fine140
@marielinboston

Top Tweeters in G7:
@royalmail
@metrouk
@drwintadd
@mondoreally
@piersmorgan
@piethagoram
@coralangs
@icklepickle
@suemitton1
@moodyoldblue

Top Tweeters in G8:
@falconhamada_90
@cnbc
@peacepox
@abc
@crapanzanorobin
@cbsnews
@lizl_genealogy
@admiralmpj
@joncoopertweets
@tomiahonen

Top Tweeters in G9:
@ewnupdates
@abramjee
@garydchance
@voanews
@mxolisibob
@jangysbert
@viewfromengland
@_mbaliiisithole
@daisyundisputed
@tshidi_lee

Top Tweeters in G10:
@lasillarota
@notimxm
@viralvideovlogs
@reforma
@ricardoalemanmx
@sintesisweb
@26_francisco
@rioscorona222
@_ludovico
@gobcdmx