COVID, Twitter, 1/13/2021 10:47:02 PM, 245518


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COVID_2021-01-13_00-32-22.xlsx
COVID_2021-01-13_00-32-22.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
January 13, 2021
Short Description:
COVID via NodeXL https://bit.ly/38GYGMZ
@sarasidnercnn
@repjayapal
@sam_btt
@bbclaurak
@newday
@aliu55725559
@cmo_england
@borisjohnson
@moaningoldbag
@un

Top hashtags:
#covid19
#11ene
#covid
#flexibilizaciónsegura
#combatealcovid19
#covid_19
#17ene
#10ene

Description:
Description
The graph represents a network of 12,255 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 Wednesday, 13 January 2021 at 08:50 UTC.

The requested start date was Wednesday, 13 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, 1-minute period from Sunday, 10 January 2021 at 13:45 UTC to Tuesday, 12 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 : 12255
Unique Edges : 7556
Edges With Duplicates : 11789
Total Edges : 19345
Number of Edge Types : 5
Tweet : 3562
Retweet : 5273
MentionsInRetweet : 6576
Replies to : 1015
Mentions : 2919
Self-Loops : 3600
Reciprocated Vertex Pair Ratio : 0.00569858552966317
Reciprocated Edge Ratio : 0.0113325913184256
Connected Components : 4010
Single-Vertex Connected Components : 1102
Maximum Vertices in a Connected Component : 964
Maximum Edges in a Connected Component : 2146
Maximum Geodesic Distance (Diameter) : 36
Average Geodesic Distance : 10.110863
Graph Density : 6.58108657115401E-05
Modularity : 0.584998
NodeXL Version : 1.0.1.442
Data Import : The graph represents a network of 12,255 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 Wednesday, 13 January 2021 at 08:50 UTC.

The requested start date was Wednesday, 13 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, 1-minute period from Sunday, 10 January 2021 at 13:45 UTC to Tuesday, 12 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
[8] https://www.theguardian.com/lifeandstyle/2021/jan/10/does-vitamin-d-combat-covid
[7] https://www.birgun.net/haber/covid-19-asisi-icin-yapilan-ihale-sayistay-in-bozuk-dedigi-sistemi-kuran-sirketlere-gitti-329991
[6] http://www.minci.gob.ve/coronavirus-covid-19/
[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
[6] https://f5.folha.uol.com.br/televisao/2021/01/apresentador-stanley-gusman-morre-de-covid-apos-minimizar-doenca.shtml?utm_source=twitter&utm_medium=social&utm_campaign=twfolha

Top URLs in Tweet in G1:
[4] https://twitter.com/james_benedetto/status/1348860386930552833
[3] https://www.theguardian.com/lifeandstyle/2021/jan/10/does-vitamin-d-combat-covid
[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://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.theguardian.com/uk-news/2021/jan/09/covid-derbyshire-police-to-review-lockdown-fines-after-walkers-given-200-penalties
[2] https://twitter.com/i/events/1219057585707315201
[2] https://www.sciencemag.org/news/2021/01/brazil-announces-fantastic-results-china-made-covid-19-vaccine-details-remain-sketchy
[2] http://www.pnbbcportal.com/2021/01/10/mustapa-sah-positif-covid-19-maaf-atas-kesulitan/
[2] https://blogs.bmj.com/bmj/2021/01/07/pandemic-fatigue-how-adherence-to-covid-19-regulations-has-been-misrepresented-and-why-it-matters/
[2] https://www.winsfordguardian.co.uk/news/19001683.covid-19-occupancy-cheshire-west-hospital-rises/?ref=rss&utm_source=dlvr.it&utm_medium=twitter

Top URLs in Tweet in G2:
[6] http://www.minci.gob.ve/coronavirus-covid-19/
[6] https://mazo4f.com/rodriguez-titulares-de-nyt-afp-y-ap-quedaron-frios-ante-el-control-del-covid-19-en-venezuela
[4] https://mazo4f.com/colombia-supera-los-45000-fallecidos-a-causa-del-covid-19
[4] https://www.vtv.gob.ve/covid-19-dia-301-casos-10012021/
[4] 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/activada-4salas-seguimiento-combate-covid19/
[3] https://www.vtv.gob.ve/comision-presidencial-refuerzo-bioseguridad-covid-venezuela/
[3] https://www.vtv.gob.ve/gobierno-evalua-modalidad-presencial-parcial-escuelas/
[3] https://twitter.com/Mippcivzla/status/1348590619141287947

Top URLs in Tweet in G3:
[2] https://jayapal.house.gov/2021/01/11/covid-test/
[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://www.law.cornell.edu/uscode/text/18/175
[1] https://twitter.com/ryan_deitsch/status/1348944253565726721
[1] https://twitter.com/RepKatiePorter/status/1238147835859779584
[1] https://www.nytimes.com/2020/12/31/health/covid-vaccine-side-effects.html
[1] https://twitter.com/rtraister/status/1348869692270780416
[1] https://www.cnn.com/2021/01/11/politics/bonnie-watson-coleman-covid-19-positive/index.html

Top URLs in Tweet in G4:
[6] https://www.dailymail.co.uk/news/article-9133037/Year-Covid-19-death-Wuhan-basks-recovery.html?ito=social-twitter_mailonline
[4] https://www.reuters.com/article/us-health-coronavirus-global-vaccines-idUSKBN29G0TY?taid=5ffc54114156da00012e00fd&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[4] https://www.reuters.com/article/us-health-coronavirus-novavax-executives-idUSKBN29G1A2?taid=5ffc56654156da00012e0102&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[2] https://www.reuters.com/article/us-health-coronavirus-britain-supermarke-idUSKBN29G0LW?taid=5ffc0dbf5dad480001322d89&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[2] https://www.reuters.com/article/us-health-coronavirus-britain-supermarke-idUSKBN29G0LW?taid=5ffc391b8844f30001c0f438&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[2] https://www.reuters.com/article/us-health-coronavirus-usa-capitol-idUSKBN29H0QR?taid=5ffda5865dad480001ae0e1e&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[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
[2] https://www.dailymail.co.uk/news/article-9131071/Priti-Patel-defends-police-strong-enforcement-Covid-rules.html?ito=amp_twitter_share-top
[2] https://www.dailymail.co.uk/debate/article-9129687/PROFESSOR-ROBERT-DINGWALL-need-discuss-life-jabs-make-Covid-deadly.html

Top URLs in Tweet in G5:
[2] https://timesofindia.indiatimes.com/india/indias-covid-19-fatality-rate-declines-to-1-44-per-cent-daily-deaths-below-300-for-last-16-days/articleshow/80198865.cms
[2] https://www.livemint.com/news/india/covid19-vaccination-frontline-workers-including-safai-karamcharis-to-be-given-priority-says-pm-11610194939940.html
[2] https://twitter.com/narendramodi/status/1348591718388568066
[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://travelobiz.com/hyderabad-and-dubai-airports-ties-up-to-export-covid-19-vaccine/
[1] https://www.ndtv.com/india-news/pm-modi-to-visit-pharma-firm-zydus-covid-19-vaccine-centre-in-gujarat-tomorrow-2331019
[1] https://www.thedailystar.net/online/news/india-says-it-hadnt-banned-export-covid-19-vaccine-warns-misinformation-2022901
[1] https://apnews.com/article/health-coronavirus-pandemic-abiy-ahmed-africa-ethiopia-609ab68c670a055db42e80c0ba8e5762
[1] https://pib.gov.in/PressReleseDetailm.aspx?PRID=1687305
[1] https://www.pscp.tv/w/csrc1jFZTEVKTlh4RG5ORU58MWpNS2dwbnFZV3dHTIkyvrep6IZUi3PIMu2jlHkMS94JEiGayM2SnzboyIui

Top URLs in Tweet in G6:
[2] https://trib.al/E9ClxMU
[2] https://trib.al/j67n4W1
[1] https://trib.al/AYyq7j7
[1] https://cnn.it/3sbqlgM
[1] https://trib.al/GS4T0rv
[1] https://cnn.it/35uwaMG
[1] https://cnn.it/3i41zL3
[1] https://www.itv.com/news/westcountry/2021-01-11/nhs-workers-on-hell-of-covid-19-wards-at-gloucestershire-hospital
[1] https://www.itv.com/news/2021-01-10/storm-filomena-police-break-up-huge-snowball-fights-in-madrid-in-breach-of-covid-rule-of-six
[1] https://leftlockdownsceptics.com/f/our-analysis-of-lockdown-and-covid-fascism

Top URLs in Tweet in G7:
[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
[4] https://www.cbsnews.com/news/covid-19-vaccine-uk-mass-vaccination-race-against-cornoavirus-variant/?ftag=CNM-00-10aab7e&linkId=108954722
[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
[2] https://www.cbsnews.com/news/twitter-post-iran-supreme-leader-ayatollah-ali-khamenei-account-covid-19-vaccine-conspiracy-theory/?ftag=CNM-00-10aab7e&linkId=108817875
[2] https://www.cnn.com/2020/12/16/us/katalin-kariko-covid-19-vaccine-scientist-trnd/index.html
[2] https://www.rtlnieuws.nl/nieuws/nederland/artikel/5207715/lockdown-coronavirus-covid-19-maatregelen-besmettingen-laatste
[2] https://www.theledger.com/story/news/education/2021/01/08/coronavirus-florida-mulberry-high-maria-hernandez-dies-covid-19/6594842002/
[2] https://josepedronaisser.blogspot.com/2020/12/the-end-of-year-2020-in-covid19-and.html
[1] https://twitter.com/14thstreetblues/status/1348872480853798913

Top URLs in Tweet in G8:
[2] https://aristeguinoticias.com/0901/kiosko/homenajea-unam-a-enfermeras-y-enfermeros-con-mural-por-su-combate-contra-covid-19/
[1] https://reforma.com/4SnIpf
[1] https://reforma.com/A5Aemf
[1] https://www.forbes.com.mx/nueva-cepa-de-covid-en-mexico-esto-es-lo-que-sabemos/
[1] https://aristeguinoticias.com/1101/mexico/valle-de-mexico-esta-a-33-hospitalizaciones-de-rebasar-el-peor-escenario-de-ocupacion-por-covid-19/
[1] https://bit.ly/2MOiR34
[1] https://www.pscp.tv/w/csxDuTFEWUtYa3ZyYVBxUWd8MVlxS0RlVm5nWVlHVsC_mpNuu5ISAIK6OC9qYpSKzj7z1whk8VkCwftWsKA8
[1] https://twitter.com/notimxm/status/1263976388148604928
[1] https://bit.ly/3nJlu3f
[1] https://twitter.com/deniseramosm/status/1348025780975054852

Top URLs in Tweet in G10:
[2] https://www.theguardian.com/commentisfree/2021/jan/12/overwhelmed-nhs-covid-britain-hospitals
[1] https://youtu.be/YTM6o-okhTw
[1] https://youtu.be/gp2E6coBREc
[1] https://youtu.be/Hhat2vJ5PV4
[1] https://www.conservativehome.com/platform/2021/01/toby-young-obrien-is-wrong-censorship-is-never-the-answer.html
[1] https://www.ed.ac.uk/covid-19-response/latest-news/masks-block-spread-of-covid-linked-droplets
[1] https://www.telegraph.co.uk/global-health/science-and-disease/coronavirus-news-nhs-hospitals-uk-covid-cases-lockdown-vaccine/
[1] https://bit.ly/3qaezBJ
[1] https://www.dailymail.co.uk/news/article-9119431/Miami-doctor-58-dies-three-weeks-receiving-Pfizer-Covid-19-vaccine.html

Top Domains
Top Domains in Tweet in Entire Graph:
[347] twitter.com
[146] co.uk
[71] com.br
[64] theguardian.com
[64] bit.ly
[35] youtube.com
[34] gob.ve
[33] reuters.com
[26] com.mx
[25] cbc.ca

Top Domains in Tweet in G1:
[104] twitter.com
[31] co.uk
[24] com.br
[17] theguardian.com
[10] facebook.com
[10] com.ar
[8] msn.com
[7] blogspot.com
[7] com.mx
[6] nytimes.com

Top Domains in Tweet in G2:
[33] gob.ve
[17] mazo4f.com
[6] pscp.tv
[4] bit.ly
[4] org.ve
[4] bitly.ws
[3] twitter.com
[3] marca.com
[2] youtube.com
[2] telesurtv.net

Top Domains in Tweet in G3:
[8] twitter.com
[2] house.gov
[2] washingtonpost.com
[1] cornell.edu
[1] nytimes.com
[1] cnn.com
[1] cbsnews.com

Top Domains in Tweet in G4:
[15] reuters.com
[15] co.uk
[3] reut.rs
[3] theguardian.com
[3] twitter.com
[2] msn.com
[1] trib.al
[1] oup.com
[1] sky.com

Top Domains in Tweet in G5:
[4] pscp.tv
[3] twitter.com
[2] indiatimes.com
[2] livemint.com
[1] bwfbadminton.com
[1] travelobiz.com
[1] ndtv.com
[1] thedailystar.net
[1] apnews.com
[1] gov.in

Top Domains in Tweet in G6:
[7] trib.al
[3] cnn.it
[3] itv.com
[3] twitter.com
[2] cnn.com
[1] leftlockdownsceptics.com
[1] bbc.in
[1] jackiecassell.com
[1] forbes.com
[1] georgia.gov

Top Domains in Tweet in G7:
[8] cnbc.com
[6] cbsnews.com
[2] twitter.com
[2] cnn.com
[2] rtlnieuws.nl
[2] theledger.com
[2] blogspot.com
[1] cnb.cx
[1] cnn.it
[1] cbsn.ws

Top Domains in Tweet in G8:
[3] aristeguinoticias.com
[2] reforma.com
[2] bit.ly
[2] twitter.com
[1] com.mx
[1] pscp.tv

Top Domains in Tweet in G10:
[3] youtu.be
[2] theguardian.com
[2] co.uk
[1] conservativehome.com
[1] ac.uk
[1] bit.ly

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[268] covid19
[256] 11ene
[249] covid
[231] flexibilizaciónsegura
[106] combatealcovid19
[76] covid_19
[74] 17ene
[61] 10ene
[53] coronavirus
[44] covid_19mx



Top Hashtags in Tweet in G1:
[43] covid19
[34] covid
[19] coronavirus
[9] covid_19
[5] pandemic
[4] lockdown
[4] stayhome
[4] corona
[3] education
[3] vaccine

Top Hashtags in Tweet in G2:
[211] 11ene
[190] flexibilizaciónsegura
[81] combatealcovid19
[60] 17ene
[48] 10ene
[20] envivo
[12] modoactivo
[11] elesequiboesdevenezuela
[11] venezuela
[11] flexibilizacionsegura

Top Hashtags in Tweet in G3:
[1] covid
[1] onev1

Top Hashtags in Tweet in G4:
[3] 50swomen
[2] reutersnext
[2] nurseries
[2] backto60
[1] earlyyears
[1] borisbikeride
[1] covid19
[1] ridiculous
[1] gregorymichael

Top Hashtags in Tweet in G5:
[19] indiafightscorona
[14] covid
[5] covid19
[4] extend_cfss
[3] covaxin
[2] northeast
[2] guwahati
[2] unite2fightcorona
[2] covid19vaccine
[2] dubaiairport

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

Top Hashtags in Tweet in G7:
[4] dv2021
[4] covid19
[3] بريطانيا
[3] البرتغال
[3] كورونا
[3] الإنفوجرافيك
[3] sarscov2
[3] 60minutes
[2] dv2020
[2] familyvisa

Top Hashtags in Tweet in G8:
[2] regístrategratis
[2] mañanera
[2] felizmartes
[2] urgente
[2] covid_19mx
[1] covid19
[1] lopezenfermomental
[1] aristeguienvivo
[1] méxico
[1] covid__19

Top Hashtags in Tweet in G10:
[1] lockdown
[1] covid
[1] covid19uk

Top Words
Top Words in Tweet in Entire Graph:
[8410] covid
[3559] 19
[613] vaccine
[587] people
[520] contra
[389] more
[353] being
[350] positive
[344] test
[291] one

Top Words in Tweet in G1:
[1017] covid
[450] 19
[57] vaccine
[57] people
[46] more
[43] #covid19
[42] cases
[34] #covid
[34] casos
[31] test

Top Words in Tweet in G2:
[436] covid
[429] 19
[245] contra
[203] #11ene
[197] venezuela
[190] #flexibilizaciónsegura
[181] día
[172] batalla
[157] dando
[155] mippcivzla

Top Words in Tweet in G3:
[218] covid
[190] repjayapal
[184] capitol
[177] being
[164] locked
[164] down
[162] result
[158] positive
[157] 19
[155] room

Top Words in Tweet in G4:
[101] covid
[39] people
[38] 19
[25] piersmorgan
[21] reuters
[20] million
[17] matthancock
[16] winter
[15] today
[15] uk

Top Words in Tweet in G5:
[81] covid
[53] 19
[52] क
[49] र
[44] vaccine
[38] narendramodi
[36] त
[34] pm
[25] india
[23] न

Top Words in Tweet in G6:
[109] covid
[47] cnn
[45] 19
[37] sarasidnercnn
[22] people
[21] reporting
[20] due
[18] thank
[16] number
[14] pope

Top Words in Tweet in G7:
[67] covid
[28] 19
[21] dose
[20] joebiden
[19] vaccine
[14] first
[14] drericding
[11] speakerpelosi
[11] folks
[10] received

Top Words in Tweet in G8:
[57] covid
[19] 19
[18] méxico
[16] hlgatell
[15] mil
[14] lopezobrador_
[13] muertes
[10] hospital
[9] contagios
[8] reforma

Top Words in Tweet in G9:
[71] tips
[71] icu
[71] nurse
[71] treat
[71] mild
[71] covid
[71] home
[71] thread
[70] bassbarbie182

Top Words in Tweet in G10:
[30] covid
[11] back
[11] juliahb1
[8] dpjhodges
[8] very
[7] talkradio
[7] uk
[6] country
[6] death
[6] deaths

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[3443] covid,19
[461] contra,covid
[259] positive,covid
[197] 19,vaccine
[190] batalla,contra
[180] etiqueta,día
[179] dando,batalla
[168] locked,down
[167] being,locked
[165] result,being

Top Word Pairs in Tweet in G1:
[438] covid,19
[22] contra,covid
[21] casos,covid
[19] covid,vaccine
[17] 19,vaccine
[12] covid,test
[11] covid,cases
[11] #covid,19
[10] teste,covid
[9] 19,cases

Top Word Pairs in Tweet in G2:
[421] covid,19
[234] contra,covid
[162] batalla,contra
[154] dando,batalla
[146] etiqueta,día
[135] continúa,dando
[134] venezuela,continúa
[125] #flexibilizaciónsegura,venezuela
[110] día,#flexibilizaciónsegura
[91] #11ene,etiqueta

Top Word Pairs in Tweet in G3:
[164] being,locked
[164] locked,down
[162] result,being
[157] covid,19
[152] positive,covid
[146] received,positive
[146] 19,test
[146] test,result
[146] down,secured
[146] secured,room

Top Word Pairs in Tweet in G4:
[38] covid,19
[10] million,people
[8] breaking,million
[8] people,uk
[8] uk,received
[8] received,covid
[8] covid,vaccination
[8] vaccination,great
[8] great,news
[8] news,govt

Top Word Pairs in Tweet in G5:
[50] covid,19
[21] 19,vaccine
[18] meeting,cms
[17] pm,shri
[16] closing,remarks
[16] remarks,meeting
[15] cms,roll
[15] roll,covid
[12] fight,against
[11] pm,narendramodi

Top Word Pairs in Tweet in G6:
[45] covid,19
[14] pope,francis'
[14] francis',personal
[14] personal,doctor
[14] doctor,fabrizio
[14] fabrizio,soccorsi
[14] soccorsi,died
[14] died,result
[14] result,complications
[14] complications,due

Top Word Pairs in Tweet in G7:
[28] covid,19
[12] 19,vaccine
[10] folks,received
[10] received,second
[10] second,dose
[10] dose,covid
[10] vaccine,first
[10] first,dose
[10] dose,safe
[10] safe,quick

Top Word Pairs in Tweet in G8:
[19] covid,19
[8] nueva,cepa
[8] cepa,covid
[6] méxico,nueva
[5] contra,covid
[5] detectó,primer
[5] primer,caso
[5] caso,méxico
[5] covid,extranjero
[5] extranjero,hlgatell

Top Word Pairs in Tweet in G9:
[71] tips,icu
[71] icu,nurse
[71] nurse,treat
[71] treat,mild
[71] mild,covid
[71] covid,home
[71] home,thread
[70] bassbarbie182,tips

Top Word Pairs in Tweet in G10:
[5] roll,24
[4] uk,roll
[4] 24,covid
[4] covid,vaccination
[4] vaccination,ian
[4] ian,country
[4] country,back
[4] back,economy
[4] economy,back
[4] back,vaccinating

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

Top Replied-To in G2:
@mippcivzla
@utso_04trujillo
@ormarys7
@esanchezcub
@pabastoj
@damaril_d
@ana198620
@erikapsuv

Top Replied-To in G3:
@breaking911
@repjayapal
@cbsthismorning
@bostonmichele
@phyllisodi
@bensiegel
@billpascrell

Top Replied-To in G4:
@borisjohnson
@reuters
@piersmorgan
@morrison310
@novicus
@jeremy_hunt
@rodent950
@kevriches2
@matthancock
@suemitton1

Top Replied-To in G5:
@sodhigeet
@avinashp9dr
@vpa2021
@nsitharaman

Top Replied-To in G6:
@sarasidnercnn
@cnn
@10downingstreet
@kurtsailorman
@juliahb1
@feralmother44
@debbarr04474158
@bbcr4today
@all_roads_meet
@la_republica

Top Replied-To in G7:
@joebiden
@govrondesantis
@drericding
@drtomfrieden
@fly_sistah
@senkamalaharris
@transition46
@repkenbuck

Top Replied-To in G8:
@mxvscorrupcion
@reforma
@lopezobrador_
@daddynoroa123
@latigre030
@hlgatell

Top Replied-To in G10:
@dpjhodges
@csanders578
@demeryuk
@outgreyed
@juliahb1
@dancingmaduk
@mlindesay
@timspector
@richard25972121
@iancollinsuk

Top Mentioned
Top Mentioned in Entire Graph:
@repjayapal
@mippcivzla
@nicolasmaduro
@bassbarbie182
@alvaradoc_salud
@minsaludve
@cancilleriave
@embsergio
@indiavenezuela
@ros_rodriguez_

Top Mentioned in G1:
@asdrubal1963
@danielmarven
@jesushe81835420
@a_ramosloo
@joseluisbenitez
@gunhaber
@david_j_bond
@shirley92610798
@mingjingnews

Top Mentioned in G2:
@mippcivzla
@nicolasmaduro
@alvaradoc_salud
@minsaludve
@cancilleriave
@embsergio
@indiavenezuela
@ros_rodriguez_
@hectorsilvavzla
@vtvcanal8

Top Mentioned in G3:
@repjayapal
@kohenari
@repbonnie
@allisonmpreiss
@repkatieporter
@jakesherman
@breaking911
@kylaintheburgh
@sruhle
@newday

Top Mentioned in G4:
@piersmorgan
@reuters
@matthancock
@mailonline
@gmb
@borisjohnson
@jburnmurdoch
@swainitv
@susannareid100
@secpompeo

Top Mentioned in G5:
@narendramodi
@bjp4india
@nsitharaman
@who
@pmoindia
@nsaina
@aai_official
@drtedros
@bwfmedia
@prannoyhspri

Top Mentioned in G6:
@cnn
@sarasidnercnn
@itvnews
@annamajacnn
@bbcnews
@pritipatel
@bbclaurak
@itvmeridian
@freddiescovell
@bylinetimes

Top Mentioned in G7:
@joebiden
@drericding
@speakerpelosi
@cbsnews
@drtomfrieden
@cnbc
@kamalaharris
@kkariko
@travelgov
@govrondesantis

Top Mentioned in G8:
@hlgatell
@lopezobrador_
@jesusrcuevas
@reforma
@rioscorona222
@ssalud_mx
@claudiashein
@lovrega
@redesenaccion2
@floridofuego

Top Mentioned in G9:
@bassbarbie182

Top Mentioned in G10:
@juliahb1
@talkradio
@dpjhodges
@iromg
@clarkemicah
@timspector
@iandunt
@toadmeister
@neildotobrien
@buchanan17

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

Top Tweeters in G1:
@elnacionalweb
@zazoomblog
@infoitinterno
@dolartoday
@pugiliststeve
@informe21
@watsupafrica
@antena2rcn
@cpa_breda
@toicitiesnews

Top Tweeters in G2:
@conelmazodando
@vtvcanal8
@anaderodriguez_
@hoyelidenuncio
@lucena51
@laradiodelsur
@amelia74698445
@partidopsuv
@nanciparra1
@rnvinformativa

Top Tweeters in G3:
@mauraleelang
@kat223
@thecorollary
@thinkkimthink
@lustclouds
@muvaxxtei
@1401bonniek
@teawithray
@_rlmt
@dotthedragon

Top Tweeters in G4:
@reuters
@mailonline
@horshamgardener
@metrouk
@techjunkiejh
@general2563
@trilubiusgrow
@zeevba
@voanews
@piersmorgan

Top Tweeters in G5:
@timesnow
@im_mahidixit
@pib_india
@bjp4india
@tiwari2941
@angeliajthn
@dailystarnews
@9_tshakti
@saritanegi19
@sadhumaharaj16

Top Tweeters in G6:
@lastampa
@bbcnews
@dc4hope
@nytimes
@petermccue1
@renzentido
@cnn
@divaknevil
@fizapathan
@rhonda_

Top Tweeters in G7:
@falconhamada_90
@chilhon2016lap
@cnbc
@peacepox
@crapanzanorobin
@cbsnews
@rtlnieuws
@lizl_genealogy
@kskinnervan
@admiralmpj

Top Tweeters in G8:
@notimxm
@viralvideovlogs
@reforma
@jlozanoa
@ricardoalemanmx
@aristeguionline
@rioscorona222
@gobcdmx
@morenoemmiux
@soy_fer_

Top Tweeters in G9:
@meshell___kors
@kellylaurae
@___chefj
@delvecchiomaria
@amndamassacreny
@_thekimm
@sparx64
@mightynicknick
@dierranba_
@dennisthatsit

Top Tweeters in G10:
@iromg
@dpjhodges
@clarkemicah
@iandunt
@scrumtiousval
@juliahb1
@shaunlintern
@stoicmel
@robmanuel
@andrew_lilico