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Coronavirus_2021-10-13_01-20-02.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
October 13, 2021
Short Description:
Coronavirus via NodeXL https://bit.ly/3mR3dSR
@s9tmt
@ap
@bylinetimes
@bbcnews
@golwgymor
@bmj_latest
@skynews
@jsolomonreports
@mojosweet1
@viralvideovlogs

Top hashtags:
#coronavirus
#covid19
#covid_19
#venezuela
#covid
#corona
#新型コロナウイルス
#44480

Description:
Description
The graph represents a network of 8,098 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 Wednesday, 13 October 2021 at 08:47 UTC.

The requested start date was Wednesday, 13 October 2021 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 4-day, 0-hour, 19-minute period from Friday, 08 October 2021 at 12:06 UTC to Tuesday, 12 October 2021 at 12:25 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 : 8098
Unique Edges : 3999
Edges With Duplicates : 11118
Total Edges : 15117
Number of Edge Types : 5
Retweet : 4574
MentionsInRetweet : 5205
Tweet : 3532
Mentions : 1388
Replies to : 418
Self-Loops : 3574
Reciprocated Vertex Pair Ratio : 0.00543068336098959
Reciprocated Edge Ratio : 0.0108027006751688
Connected Components : 2313
Single-Vertex Connected Components : 1029
Maximum Vertices in a Connected Component : 1936
Maximum Edges in a Connected Component : 4764
Maximum Geodesic Distance (Diameter) : 18
Average Geodesic Distance : 7.089531
Graph Density : 0.000101647860516137
Modularity : 0.498922
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 8,098 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 Wednesday, 13 October 2021 at 08:47 UTC.

The requested start date was Wednesday, 13 October 2021 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 4-day, 0-hour, 19-minute period from Friday, 08 October 2021 at 12:06 UTC to Tuesday, 12 October 2021 at 12:25 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:
[77] https://newsdigest.jp/pages/coronavirus/
[52] https://petition.parliament.uk/petitions/597665
[42] https://www.spectator.co.uk/article/the-real-reason-britain-failed-on-coronavirus
[38] https://www.aubedigitale.com/suede-70-des-deces-dus-au-coronavirus-sont-completement-vaccines/
[23] https://www3.nhk.or.jp/news/special/coronavirus/data/
[18] https://www.nytimes.com/2021/10/12/health/coronavirus-mutation-variants.html?referringSource=articleShare
[16] https://apnews.com/article/coronavirus-pandemic-technology-business-health-misinformation-fbe9d09024d7b92e1600e411d5f931dd
[15] https://justthenews.com/politics-policy/coronavirus/merck-requests-fda-emergency-use-authorization-covid-19-antiviral-pill
[15] https://trib.al/X2nTFWi
[14] https://www.theguardian.com/world/live/2021/oct/12/coronavirus-live-uk-covid-response-a-public-health-failure-inquiry-finds-thailand-set-to-welcome-back-tourists?CMP=share_btn_tw

Top URLs in Tweet in G1:
[15] https://petition.parliament.uk/petitions/597665
[14] https://www.theguardian.com/world/live/2021/oct/12/coronavirus-live-uk-covid-response-a-public-health-failure-inquiry-finds-thailand-set-to-welcome-back-tourists?CMP=share_btn_tw
[9] https://apnews.com/article/coronavirus-pandemic-technology-business-health-misinformation-fbe9d09024d7b92e1600e411d5f931dd
[8] https://hidot.hawaii.gov/airports/covid-19/
[8] https://www.foxnews.com/opinion/tucker-carlson-southwest-airlines-flight-delays-coronavirus
[5] https://news.google.com/__i/rss/rd/articles/CBMiUGh0dHBzOi8vd3d3Lm55dGltZXMuY29tLzIwMjEvMTAvMTIvYnVzaW5lc3Mvc2VhdHRsZS1yZWFsLWVzdGF0ZS1jb3JvbmF2aXJ1cy5odG1s0gFUaHR0cHM6Ly93d3cubnl0aW1lcy5jb20vMjAyMS8xMC8xMi9idXNpbmVzcy9zZWF0dGxlLXJlYWwtZXN0YXRlLWNvcm9uYXZpcnVzLmFtcC5odG1s?oc=5&utm_source=dlvr.it&utm_medium=twitter
[4] http://ifttt.com/images/no_image_card.png
[4] https://retractionwatch.com/retracted-coronavirus-covid-19-papers/
[3] https://www.nhs.uk/conditions/coronavirus-covid-19/coronavirus-vaccination/book-coronavirus-vaccination/
[3] https://www3.nhk.or.jp/news/special/coronavirus/data/

Top URLs in Tweet in G2:
[3] https://news.sky.com/story/coronavirus-boris-johnson-was-shaking-hands-as-some-scientists-were-calling-for-it-to-stop-11983606
[3] https://committees.parliament.uk/committee/81/health-and-social-care-committee/news/157991/coronavirus-lessons-learned-to-date-report-published/
[2] https://www.spectator.co.uk/article/the-real-reason-britain-failed-on-coronavirus
[2] https://www.reuters.com/article/us-health-coronavirus-macron-idUSKBN218133
[2] https://www.theguardian.com/politics/video/2020/sep/30/commons-speaker-says-government-has-shown-contempt-for-parliament-with-covid-19-powers-video
[2] https://news.sky.com/story/coronavirus-sage-urged-govt-to-lockdown-a-week-earlier-uks-chief-scientific-adviser-says-12029956
[2] https://www.nfaap.org/sso/sso.aspx?action=gettoken&nfredirect=https://www.aap.org/en/my-account/login/SSOCheck/
[1] https://ig.ft.com/coronavirus-chart/?areas=eur&areas=usa&areas=gbr&areasRegional=usny&areasRegional=usla&areasRegional=usnd&areasRegional=usak&areasRegional=usfl&areasRegional=ustn&cumulative=1&logScale=0&per100K=1&startDate=2020-01-01&values=deaths
[1] https://www.theguardian.com/commentisfree/2020/apr/15/uk-government-coronavirus-science-who-advice
[1] https://twitter.com/Dr_D_Robertson/status/1239071101298376705

Top URLs in Tweet in G3:
[34] https://www.spectator.co.uk/article/the-real-reason-britain-failed-on-coronavirus
[8] https://bylinetimes.com/2020/04/17/the-coronavirus-crisis-boris-johnson-said-superman-brexit-britain-would-take-advantage-of-the-pandemic-and-go-its-own-way-seven-weeks-before-lockdown/
[3] https://committees.parliament.uk/publications/7496/documents/78687/default/
[2] https://www.theguardian.com/politics/2021/oct/12/covid-response-one-of-uks-worst-ever-public-health-failures
[2] https://www.theguardian.com/commentisfree/2020/mar/15/britain-goes-it-alone-over-coronavirus-we-can-only-hope-the-gamble-pays-off
[2] https://bylinetimes.com/2021/10/12/confirmed-herd-immunity-was-inevitable-outcome-of-governments-coronavirus-approach/
[2] https://graphics.reuters.com/world-coronavirus-tracker-and-maps/regions/europe/
[1] https://trib.al/QG6sHCN
[1] https://committees.parliament.uk/work/657/coronavirus-lessons-learnt/publications/
[1] https://www.cnbc.com/2020/01/31/pictures-china-builds-two-hospitals-in-days-to-combat-coronavirus.html?__source=sharebar|twitter&par=sharebar

Top URLs in Tweet in G4:
[9] https://apnews.com/article/merck-asks-fda-to-authorize-covid-pill-e731ada126414396b402c4dfc3cf8d2c
[7] https://apnews.com/article/coronavirus-pandemic-technology-business-health-misinformation-fbe9d09024d7b92e1600e411d5f931dd
[3] https://www.nytimes.com/2021/10/12/health/coronavirus-mutation-variants.html?referringSource=articleShare
[3] https://apnews.com/article/coronavirus-pandemic-donald-trump-joe-biden-business-health-c1645564f5ced76356e8423b5e12f103
[2] https://apnews.com/article/coronavirus-pandemic-business-unemployment-health-bf233e99f16690a3e37cf102021b956a
[1] http://trib.al/mSa6kiD
[1] http://trib.al/2NJ7dHP
[1] http://trib.al/Nrl1E7p
[1] http://trib.al/IR42Maz
[1] http://trib.al/2Vis37i

Top URLs in Tweet in G5:
[7] https://www.nytimes.com/2021/10/12/health/coronavirus-mutation-variants.html?referringSource=articleShare
[4] https://english.mojahedin.org/i/iran-coronavirus-news-450700-deaths-20211007
[4] https://www.rte.ie/news/coronavirus/2021/1011/1252925-pregnancy-coronavirus-latest/
[3] https://www.rte.ie/news/coronavirus/2021/1012/1253197-covid-19-ireland/
[3] http://ws-jp.co.jp/2020/06/18/science-technology-7-coronavirus-9/
[2] https://english.mojahedin.org/i/iran-coronavirus-news-453900-deaths-20211011
[2] https://twitter.com/i/broadcasts/1mrGmaqALVgGy
[2] http://ws-jp.co.jp/2021/07/18/coronavirus-32/
[2] http://ws-jp.co.jp/2020/04/22/coronavirus-5-science-technology-5-pharmaceutical-products-1/
[2] http://ws-jp.co.jp/2020/11/11/us-128-illinois-3-healthcare-corporations/

Top URLs in Tweet in G6:
[3] https://ssa.gov/EIP
[3] https://news.sky.com/story/coronavirus-jeremy-corbyn-accuses-government-of-being-well-behind-the-curve-on-covid-19-11958076
[2] https://news.sky.com/story/covid-19-astrazeneca-antibody-injection-able-to-prevent-and-treat-coronavirus-latest-study-shows-12431251
[2] https://news.sky.com/story/covid-19-unvaccinated-pregnant-women-make-up-one-fifth-of-the-most-critically-ill-coronavirus-patients-in-england-12431110
[2] https://www.bbc.co.uk/news/uk-51895873
[1] http://news.sky.com/story/covid-19-astrazeneca-antibody-injection-able-to-prevent-and-treat-coronavirus-latest-study-shows-12431251?dcmp=snt-sf-twitter
[1] https://news.sky.com/story/covid-news-live-uk-latest-coronavirus-daily-cases-rules-travel-updates-12425651
[1] https://news.sky.com/story/coronavirus-news-live-wales-enforces-covid-passes-for-nightclubs-as-sydney-opens-up-after-100-days-in-lockdown-12431158
[1] https://news.sky.com/story/covid-19-minister-refuses-to-apologise-for-governments-pandemic-handling-as-report-says-errors-cost-thousands-of-lives-12431837
[1] https://www.businessinsider.com/sweden-admits-coronavirus-strategy-underestimated-strenght-virus-lofven-stefan-2020-12

Top URLs in Tweet in G7:
[76] https://newsdigest.jp/pages/coronavirus/
[7] http://www.dawn.com/live-blog/
[3] https://komonews.com/news/coronavirus/data-shows-jump-in-number-of-state-workers-who-have-received-covid-vaccine
[2] https://andina.pe/ingles/noticia-peru-coronavirus-cases-total-2184676-13019318-citizens-fully-vaccinated-865210.aspx
[2] https://www.sfchronicle.com/health/article/How-COVID-affects-the-brain-Bay-Area-doctors-16520440.php
[2] https://web.sapmed.ac.jp/canmol/coronavirus/japan_vaccine.html?a=1&dmax=2021-10-12&ls=19&s=y&max=100.0&min=0.0&lr=y&d=1&li=2&lg=2&kw=%E5%8C%97%E6%B5%B7%E9%81%93%2C%E7%BE%A4%E9%A6%AC%E7%9C%8C%2C%E5%A4%A7%E9%98%AA%E5%BA%9C%2C%E6%B2%96%E7%B8%84%E7%9C%8C&dmin=2021-05-10
[2] https://myfox8.com/news/coronavirus/greensboro-woman-begs-people-to-get-vaccinated-as-unvaccinated-husband-fights-for-life-in-hospital/?utm_source=t.co&utm_campaign=socialflow&utm_medium=referral
[2] https://myfox8.com/news/coronavirus/over-99-of-cone-health-staff-vaccinated-68-workers-leave-over-vaccine-requirement/?utm_medium=referral&utm_campaign=socialflow&utm_source=t.co
[1] https://www.ctvnews.ca/health/coronavirus/colorado-woman-who-won-t-get-vaccinated-denied-transplant-1.5616152?cid=sm%3Atrueanthem%3A%7B%7Bcampaignname%7D%7D%3Atwitterpost%E2%80%8B&taid=6160364a90c5510001baa709&utm_campaign=trueAnthem%3A+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[1] https://www.ctvnews.ca/health/coronavirus/russia-s-new-covid-19-infections-deaths-near-all-time-highs-1.5618871

Top URLs in Tweet in G8:
[6] https://petition.parliament.uk/petitions/597665
[1] https://www.dogstrust.org.uk/latest/2020/dogs-trust-warns-up-to-40-000-dogs-could-be-at-risk-of-abandonment-in-the-fallout-of-the-coronavirus-crisis
[1] https://www.info-coronavirus.be/nl/faq/
[1] https://www.msn.com/en-gb/news/coronavirus/covid-live-news-uk-faces-uncertain-winter-%E2%80%93-health-chief-australia-planning-to-allow-international-travel/ar-AAPkBCu

Top URLs in Tweet in G9:
[14] https://justthenews.com/politics-policy/coronavirus/merck-requests-fda-emergency-use-authorization-covid-19-antiviral-pill
[2] https://justthenews.com/politics-policy/coronavirus/biden-playing-hardball-businesses-not-complying-vax-regs-face-massive
[1] https://justthenews.com/politics-policy/coronavirus/fauci-says-no-vaccine-mandates-domestic-flights-now-everything-remains
[1] https://justthenews.com/politics-policy/coronavirus/report-hundreds-thousands-us-service-members-are-not-vaccinated
[1] https://www.politico.com/news/2021/10/11/biden-coronavirus-pandemic-515764

Top URLs in Tweet in G10:
[4] http://diarioultimahoradigital.com.ve/2021/10/11/fallecio-por-covid-19-general-que-presidia-el-banavih/
[2] https://elfarodemelilla.es/publicada-nueva-normativa-covid/
[2] https://www.diariocordoba.com/espana/2021/10/08/darias-descarta-mascarillas-hay-58162378.html
[2] https://www.westernjournal.com/reports-congress-members-families-receive-covid-treatment-government-discourages-average-citizens/
[2] https://bengali.oneindia.com/news/india/maharashtra-record-17-month-lowest-coronavirus-infection-146523.html
[1] https://www.youtube.com/watch?v=vIsAfF7CxHs

[1] https://www.a24.com/politica/vizzotti-confirmo-que-evaluan-dar-terceras-dosis-todos-los-vacunados-contra-el-coronavirus-n868679
[1] https://www.a24.com/mundo/la-farmaceutica-merck-pidio-la-fda-que-autorice-su-pildora-contra-el-coronavirus-n868439
[1] https://twitter.com/MinSaludCol/status/1447679894314434560?t=Ub-UlT-6HiLBF4hBp6htIA&s=19
[1] https://www.imolaoggi.it/2021/10/11/green-pass-letta-lobbligo-vaccinale/

Top Domains
Top Domains in Tweet in Entire Graph:
[769] news.de
[124] trib.al
[124] co.uk
[104] apnews.com
[102] twitter.com
[79] ctvnews.ca
[77] newsdigest.jp
[77] reuters.com
[73] parliament.uk
[72] gov.uk

Top Domains in Tweet in G1:
[769] news.de
[37] com.ar
[34] twitter.com
[31] co.uk
[30] gov.uk
[26] theguardian.com
[23] apnews.com
[23] nhs.uk
[22] parliament.uk
[17] com.br

Top Domains in Tweet in G2:
[5] sky.com
[5] theguardian.com
[3] co.uk
[3] parliament.uk
[2] reuters.com
[2] nfaap.org
[1] ft.com
[1] twitter.com
[1] medium.com
[1] doubledown.news

Top Domains in Tweet in G3:
[36] co.uk
[12] bylinetimes.com
[7] parliament.uk
[6] theguardian.com
[5] twitter.com
[3] reuters.com
[2] trib.al
[1] cnbc.com
[1] gov.uk
[1] worldometers.info

Top Domains in Tweet in G4:
[25] apnews.com
[23] trib.al
[3] nytimes.com
[2] vippusa.org
[2] wfmynews2.com
[1] worldometers.info
[1] twitter.com
[1] nature.com

Top Domains in Tweet in G5:
[25] co.jp
[11] nytimes.com
[9] rte.ie
[8] cdc.gov
[6] mojahedin.org
[5] nyti.ms
[4] twitter.com
[2] canada.ca
[2] medium.com
[2] ncr-iran.org

Top Domains in Tweet in G6:
[11] sky.com
[4] co.uk
[3] ssa.gov
[1] businessinsider.com
[1] theguardian.com
[1] com.au
[1] twitter.com
[1] org.uk
[1] youtube.com

Top Domains in Tweet in G7:
[76] newsdigest.jp
[7] dawn.com
[5] trib.al
[4] indiatoday.in
[4] myfox8.com
[3] jpost.com
[3] sfchronicle.com
[3] komonews.com
[2] andina.pe
[2] ctvnews.ca

Top Domains in Tweet in G8:
[6] parliament.uk
[1] org.uk
[1] info-coronavirus.be
[1] msn.com

Top Domains in Tweet in G9:
[18] justthenews.com
[1] politico.com

Top Domains in Tweet in G10:
[4] twitter.com
[4] com.ve
[2] elfarodemelilla.es
[2] diariocordoba.com
[2] westernjournal.com
[2] oneindia.com
[2] a24.com
[2] lokmat.com
[2] com.br
[1] youtube.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[942] coronavirus
[658] covid19
[154] covid_19
[102] venezuela
[96] covid
[68] corona
[66] 新型コロナウイルス
[53] 44480
[42] covidvislualizations
[42] coviddata



Top Hashtags in Tweet in G1:
[238] coronavirus
[115] covid19
[47] covid
[30] corona
[19] covid_19
[13] covidー19
[11] news
[11] travel
[8] covidvaccine
[8] hawaiiairports

Top Hashtags in Tweet in G2:
[3] politicslive
[3] coronavirus
[1] covid19
[1] carehomes

Top Hashtags in Tweet in G3:
[26] covid19
[8] coronavirus
[5] ppecorruption
[5] coronavirusupdate
[5] coronaviruspandemic
[4] devisridhar
[3] torycovidcatastrophe
[2] r4today
[2] covidreport
[2] covid

Top Hashtags in Tweet in G4:
[1] texas
[1] merck

Top Hashtags in Tweet in G5:
[33] coronavirus
[33] covid19
[18] iran
[4] variants
[3] artificialintelligence
[3] robotics
[3] covid__19
[3] vaccine
[3] deltavariant
[2] wuhan

Top Hashtags in Tweet in G6:
[34] covid19
[14] kayburley
[10] childtaxcredit
[10] stimulus
[2] politicslive
[1] coronavirus

Top Hashtags in Tweet in G7:
[65] 新型コロナウイルス
[62] covid19
[24] coronavirus
[7] southafrican
[7] moderna
[6] covaxin
[5] newsdigest
[4] pmmodi
[4] assam
[4] durgapuja

Top Hashtags in Tweet in G10:
[83] coronavirus
[43] venezuela
[42] 10/11/2021 12:00:00 AM
[33] vacunas
[31] avisooficial
[24] covid19
[5] amenbeauty
[5] health
[5] beauty
[5] food

Top Words
Top Words in Tweet in Entire Graph:
[3810] coronavirus
[1474] covid
[947] die
[942] #coronavirus
[915] 19
[832] corona
[778] aktuelle
[778] tage
[776] inzidenz
[774] rki

Top Words in Tweet in G1:
[1277] coronavirus
[836] die
[783] corona
[774] inzidenz
[770] tage
[770] zahlen
[770] aktuelle
[769] gesundheittäglich
[769] erfahren
[769] neuesten

Top Words in Tweet in G2:
[217] coronavirus
[195] handling
[159] public
[150] government
[142] criminal
[106] inquiry
[101] jon_trickett
[101] need
[101] including
[101] right

Top Words in Tweet in G3:
[175] coronavirus
[83] down
[72] britain
[71] published
[56] herd
[51] covid
[47] report
[46] bylinetimes
[46] days
[43] peston

Top Words in Tweet in G4:
[160] ap
[77] covid
[60] 19
[55] pandemic
[51] first
[51] time
[45] marathon
[44] runners
[44] gearing
[44] boston

Top Words in Tweet in G5:
[58] coronavirus
[41] nytimes
[33] #coronavirus
[33] #covid19
[28] vaccine
[25] covid
[23] more
[23] people
[21] against
[21] 19

Top Words in Tweet in G6:
[62] skynews
[34] antibody
[34] injection
[34] astrazeneca
[34] prevent
[34] treat
[34] #covid19
[34] study
[32] developed
[32] shown

Top Words in Tweet in G7:
[91] 詳細は下記urlより
[85] coronavirus
[65] #新型コロナウイルス
[62] #covid19
[56] newsdigestweb
[47] covid
[39] 19
[34] pandemic
[28] year
[25] sfchronicle

Top Words in Tweet in G8:
[90] please
[89] coronavirus
[83] referendum
[83] united
[83] kingdom
[83] abolish
[83] act
[80] until
[78] won
[78] free

Top Words in Tweet in G9:
[104] news
[99] jsolomonreports
[53] hundreds
[53] thousands
[53] troops
[53] reportedly
[53] aren
[53] vaccinated
[53] deadline
[53] approaches

Top Words in Tweet in G10:
[83] #coronavirus
[43] #venezuela
[42] #11oct
[38] reporteya
[36] lunes
[35] coronavirus
[33] #vacunas
[32] 18
[31] roshernandez
[31] #avisooficial

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[848] covid,19
[771] tage,inzidenz
[769] gesundheittäglich,aktuelle
[769] aktuelle,corona
[769] corona,zahlen
[769] erfahren,die
[769] die,neuesten
[769] neuesten,rki
[769] rki,daten
[769] daten,coronavirus

Top Word Pairs in Tweet in G1:
[769] gesundheittäglich,aktuelle
[769] aktuelle,corona
[769] corona,zahlen
[769] erfahren,die
[769] die,neuesten
[769] neuesten,rki
[769] rki,daten
[769] daten,coronavirus
[769] coronavirus,tage
[769] tage,inzidenz

Top Word Pairs in Tweet in G2:
[195] handling,coronavirus
[106] inquiry,government
[101] need,public
[101] public,inquiry
[101] government,handling
[101] coronavirus,including
[101] including,right
[101] right,recommend
[101] recommend,criminal
[100] jon_trickett,need

Top Word Pairs in Tweet in G3:
[41] steve,barclay
[40] 10,days
[39] days,before
[39] before,locked
[39] locked,down
[39] down,fiona
[39] fiona,bruce
[39] bruce,favour
[39] favour,smirking
[39] smirking,steve

Top Word Pairs in Tweet in G4:
[60] covid,19
[47] first,time
[44] runners,gearing
[44] gearing,boston
[44] boston,marathon
[44] marathon,first
[44] time,pandemic
[44] pandemic,began
[44] began,world
[44] world,oldest

Top Word Pairs in Tweet in G5:
[20] covid,19
[18] coronavirus,vaccine
[12] german,company
[12] company,curevac
[12] curevac,withdrawing
[12] withdrawing,mrna
[12] mrna,coronavirus
[12] vaccine,approval
[12] approval,process
[12] process,europe

Top Word Pairs in Tweet in G6:
[34] antibody,injection
[34] prevent,treat
[32] injection,developed
[32] developed,astrazeneca
[32] astrazeneca,shown
[32] shown,both
[32] both,prevent
[32] treat,#covid19
[32] #covid19,according
[32] according,study

Top Word Pairs in Tweet in G7:
[57] 詳細は下記urlより,#新型コロナウイルス
[55] #新型コロナウイルス,#covid19
[37] covid,19
[30] coronavirus,pandemic
[16] one,hottest
[16] hottest,areas
[16] areas,coronavirus
[16] coronavirus,research
[16] research,scientists
[16] scientists,unlock

Top Word Pairs in Tweet in G8:
[83] referendum,united
[83] united,kingdom
[83] kingdom,abolish
[83] abolish,coronavirus
[83] coronavirus,act
[78] won,free
[78] free,until
[78] until,goes
[78] goes,please
[78] please,share

Top Word Pairs in Tweet in G9:
[53] hundreds,thousands
[53] thousands,troops
[53] troops,reportedly
[53] reportedly,aren
[53] aren,vaccinated
[53] vaccinated,deadline
[53] deadline,approaches
[53] approaches,news
[52] jsolomonreports,hundreds
[35] playing,hardball

Top Word Pairs in Tweet in G10:
[43] #coronavirus,#venezuela
[37] #11oct,#coronavirus
[34] reporteya,#11oct
[33] #venezuela,#vacunas
[31] #vacunas,roshernandez
[31] roshernandez,#avisooficial
[31] #avisooficial,lunes
[31] lunes,18
[31] 18,octubre
[31] octubre,carácter

Top Replied-To
Top Replied-To in Entire Graph:
@skynews
@harry_mc
@shunsukepere
@mjtm6586
@relojero781
@mrjamesob
@peston
@dragin97
@iandunt
@fplgareth_

Top Replied-To in G2:
@dpjhodges
@iandunt
@carolecadwalla
@katewilton1
@daviddavismp
@jon_trickett
@pureches
@carolinelucas

Top Replied-To in G3:
@peston
@parkcommunicate
@nickreeves9876
@markeverett1977
@stephbuchan2
@alisonkatebr

Top Replied-To in G4:
@jreinermd
@lbrockster

Top Replied-To in G5:
@selameal
@mike69566127
@chilailee
@risto_kuosa
@reuters

Top Replied-To in G6:
@skynews
@fplgareth_
@nbcnews
@markepsom
@kayburley
@laotzu5
@amolpartridge
@sandra_j0

Top Replied-To in G7:
@shunsukepere
@thecammiewest

Top Replied-To in G8:
@ajsluis

Top Mentioned
Top Mentioned in Entire Graph:
@ap
@jon_trickett
@jsolomonreports
@lozzafox
@rwmalonemd
@skynews
@medic4allhuman
@peterstefanovi2
@isma_is_ismael
@moyensdebord

Top Mentioned in G1:
@mbuddma
@noticiasde_
@ukcareguide
@financialmirror
@macharajarao
@oekolinx_arl
@varginha_online
@covid_evidence
@anthonycdavison
@savvytokyo

Top Mentioned in G2:
@jon_trickett
@peterstefanovi2
@carolecadwalla
@toryfibs
@dpjhodges
@chrisandariane
@jeremyphoward
@goodlawproject
@marieannuk
@bbcnwt

Top Mentioned in G3:
@bylinetimes
@peston
@marieannuk
@commonshealth
@commonsstc
@goodlawproject
@politicsjoe_uk
@nickreeves9876
@devisridhar
@thestephenralph

Top Mentioned in G4:
@ap
@ap_europe
@sbauerap
@bulldoghill
@dsupervilleap
@tomthunkitsmind
@wfmy
@nature
@asnowreports
@johnanzo

Top Mentioned in G5:
@nytimes
@wsjp_insight
@cdcgov
@rtenews
@who
@mojahedineng
@afp
@abcnews
@independent
@dwnews

Top Mentioned in G6:
@skynews
@socialsecurity
@jeremycorbyn
@garylineker
@skynewsaust
@bbcr4today
@fanxxxxtastic
@bbcnews
@realsuekelly
@jamesmurray_ldn

Top Mentioned in G7:
@newsdigestweb
@sfchronicle
@abc
@theintercept
@indiatoday
@jerusalem_post
@dawn_com
@khaleejtimes
@ml_1maria
@arkmedic

Top Mentioned in G8:
@lozzafox
@mauricedehond
@adoptionsuk
@zoeprecious2020
@sbirchys6102
@dtstotheresque

Top Mentioned in G9:
@jsolomonreports
@cam_cawthorne
@ap

Top Mentioned in G10:
@reporteya
@roshernandez
@delcyrodriguezv
@rcr750
@prensakike
@amenbeauty
@onuvenezuela
@tnnavbharat
@covidbrazil
@njoyflyfishing

Top Tweeters
Top Tweeters in Entire Graph:
@elnacionalweb
@la_patilla
@ja8yum
@rojname_com
@tomthunkitsmind
@informacija
@mrdjones
@filafresh
@dolartoday
@contrapuntovzla

Top Tweeters in G1:
@rojname_com
@informacija
@contrapuntovzla
@sunoticiero
@berkleybearnews
@robinsnewswire
@portaldiarioar
@matiere
@andyvermaut
@2001online

Top Tweeters in G2:
@roblwilson
@suegray834
@jeannebartram
@anneannapolis
@brookebay21
@david96212152
@dorothy90237074
@juliecuninghame
@sallymos
@45albannach

Top Tweeters in G3:
@mrdjones
@s9tmt
@johnjoechad
@hazelglasgow
@thestephenralph
@ferguson2811
@stop1984
@bbcnews
@awarding_women
@heather63262308

Top Tweeters in G4:
@tomthunkitsmind
@serendipitysays
@boandsunny
@bulldoghill
@smokeydogg777
@rhapsodynbloom
@austintobak
@wfmy
@mdrfl
@pragobots

Top Tweeters in G5:
@independent
@inquirerdotnet
@reuters
@businessinsider
@irishtimes
@bbcsport
@cnbc
@nytimes
@livemint
@torontostar

Top Tweeters in G6:
@thesun
@cultiv8hope
@skynews
@dailymailuk
@nbcnews
@nanaware1
@skynewsaust
@bkanad
@itvnews
@arctic__char

Top Tweeters in G7:
@world_news_eng
@british_airways
@pparzival
@indiatoday
@govkhan
@coronaupdatebot
@kozawa
@agencia_andina
@indiatodayflash
@tull_2003

Top Tweeters in G8:
@lacatholicstate
@nederlandeo
@bertford
@astro_trader
@brexit_news
@danieleydmann
@cr1t1calth1nk3r
@elliedeb2
@shellsxxx
@fblichapo

Top Tweeters in G9:
@fl85
@kmcaton
@barbara72468224
@liszewsk
@dawnegray3
@nth_dimensions
@agnesclaire
@donnaarchibal12
@rigmatthew
@spanglesvi

Top Tweeters in G10:
@mariaeu13
@reporteya
@ajmendozac
@bot_corona_v
@milokmat
@cordoba
@_ima_x
@jcgodoyp
@rcr750
@salser077